From de182507fb63a659de324fcc2d0dab740d2d1842 Mon Sep 17 00:00:00 2001
From: "shaoding.zw" <shaoding.zw@antgroup.com>
Date: Thu, 17 Sep 2026 15:35:52 +0800
Subject: [PATCH] test(test): add paper reproduction suite under
 benchmarks/paper

Archive the workloads, scripts, runtime build notes, and reference
results needed to reproduce the Evaluation section of the DTVM paper:
contract microbenchmarks (sources + hex artifacts + methodology),
PolyBench/C 30 cases, WAPM 20 cases (plus fortune rerun substitute),
fib/integer-overflow cases, TTFI reproduction guides, trimmed raw
result tables, and plotting scripts. Large artifacts (.wasm/.expected/
.time) are tracked via Git LFS.

Generated with [Devin](https://devin.ai)

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---
 .gitattributes                                |    5 +
 .gitignore                                    |   15 +
 benchmarks/paper/ENVIRONMENT.md               |  108 +
 benchmarks/paper/README.md                    |   77 +
 benchmarks/paper/REPRODUCE.md                 |  152 +
 benchmarks/paper/SOURCES.md                   |   34 +
 benchmarks/paper/VERSIONS.md                  |  157 +
 benchmarks/paper/benchmarks/README.md         |   32 +
 .../paper/benchmarks/contracts/CALLS.md       |   73 +
 .../paper/benchmarks/contracts/MANIFEST.md    |   69 +
 .../paper/benchmarks/contracts/README.md      |   35 +
 .../paper/benchmarks/contracts/REPRODUCE.md   |  146 +
 .../paper/benchmarks/contracts/SHA256SUMS     |   53 +
 .../contracts/bench_bytecode/c_erc20_wasm.hex |    1 +
 .../contracts/bench_bytecode/c_fib_wasm.hex   |    1 +
 .../contracts/bench_bytecode/counter_evm.hex  |    1 +
 .../contracts/bench_bytecode/ecdsa_evm.hex    |    1 +
 .../contracts/bench_bytecode/erc1155_evm.hex  |    1 +
 .../contracts/bench_bytecode/erc20_evm.hex    |    1 +
 .../contracts/bench_bytecode/erc721_evm.hex   |    1 +
 .../contracts/bench_bytecode/fib_evm.hex      |    1 +
 .../bench_bytecode/generative_nft_evm.hex     |    1 +
 .../contracts/bench_bytecode/merkle_evm.hex   |    1 +
 .../contracts/bench_bytecode/poseidon_evm.hex |    1 +
 .../bench_bytecode/sol_counter_wasm.hex       |    1 +
 .../bench_bytecode/sol_ecdsa_wasm.hex         |    1 +
 .../bench_bytecode/sol_erc1155_wasm.hex       |    1 +
 .../bench_bytecode/sol_erc20_wasm.hex         |    1 +
 .../bench_bytecode/sol_erc721_wasm.hex        |    1 +
 .../contracts/bench_bytecode/sol_fib_wasm.hex |    1 +
 .../sol_generative_nft_wasm.hex               |    1 +
 .../bench_bytecode/sol_merkle_wasm.hex        |    1 +
 .../bench_bytecode/sol_poseidon_wasm.hex      |    1 +
 .../sol_uniswapv2_factory_wasm.hex            |    1 +
 .../sol_uniswapv2_router_wasm.hex             |    1 +
 .../bench_bytecode/uniswapv2_erc20_evm.hex    |    1 +
 .../bench_bytecode/uniswapv2_factory_evm.hex  |    1 +
 .../bench_bytecode/uniswapv2_router_evm.hex   |    1 +
 .../bench_contract/counter/counter.sol        |   14 +
 .../bench_contract/counter/counter.wasm       |    3 +
 .../contracts/bench_contract/ecdsa/Errors.sol |   34 +
 .../contracts/bench_contract/ecdsa/Math.sol   |  749 ++++
 .../contracts/bench_contract/ecdsa/P256.sol   |  370 ++
 .../contracts/bench_contract/ecdsa/Panic.sol  |   57 +
 .../bench_contract/ecdsa/SafeCast.sol         | 1162 ++++++
 .../contracts/bench_contract/ecdsa/ecdsa.sol  |   20 +
 .../contracts/bench_contract/ecdsa/ecdsa.wasm |    3 +
 .../bench_contract/erc1155/erc1155.sol        |   37 +
 .../bench_contract/erc1155/erc1155.wasm       |    3 +
 .../bench_contract/erc1155/sol_erc1155.wasm   |    3 +
 .../contracts/bench_contract/erc20/erc20.sol  |   13 +
 .../contracts/bench_contract/erc20/erc20.wasm |    3 +
 .../bench_contract/erc20/sol_erc20.wasm       |    3 +
 .../bench_contract/erc721/erc721.sol          |   17 +
 .../bench_contract/erc721/erc721.wasm         |    3 +
 .../bench_contract/erc721/sol_erc721.wasm     |    3 +
 .../bench_contract/fibonacci/c_fib.wasm       |    3 +
 .../bench_contract/fibonacci/fib.sol          |   20 +
 .../bench_contract/fibonacci/fib.wasm         |    3 +
 .../bench_contract/fibonacci/sol_fib.wasm     |    3 +
 .../generative_nft/GenerativeNFT.sol          |   31 +
 .../generative_nft/GenerativeNFT.wasm         |    3 +
 .../bench_contract/merkle/MerkleProof.sol     |   50 +
 .../bench_contract/merkle/MerkleProof.wasm    |    3 +
 .../bench_contract/poseidon/Poseidon.wasm     |    3 +
 .../bench_contract/poseidon/poseidon.sol      |   82 +
 benchmarks/paper/benchmarks/fib/README.md     |   19 +
 benchmarks/paper/benchmarks/fib/fib.c.wasm    |    3 +
 benchmarks/paper/benchmarks/fib/fib.sol       |   37 +
 benchmarks/paper/benchmarks/fib/fib.wasm      |    3 +
 .../benchmarks/fib/fib_no_contract.c.wasm     |    3 +
 benchmarks/paper/benchmarks/fib/md5.c         |   51 +
 .../paper/benchmarks/overflow/README.md       |   37 +
 .../overflow/REPRODUCE_fib_overflow_5way.md   |  166 +
 benchmarks/paper/benchmarks/overflow/build.sh |   36 +
 .../benchmarks/overflow/fib_recursive.cpp     |   27 +
 .../overflow/fib_recursive_invoke.wasm        |    3 +
 .../overflow/fib_recursive_main.wasm          |    3 +
 .../benchmarks/overflow/perf_test_fib.cpp     |   65 +
 .../overflow/perf_test_fib_invoke.wasm        |    3 +
 .../overflow/perf_test_fib_iter.cpp           |   54 +
 .../overflow/perf_test_fib_iter_invoke.wasm   |    3 +
 .../overflow/perf_test_fib_iter_unrolled.cpp  |   72 +
 .../overflow/perf_test_fib_iter_unrolled.wasm |    3 +
 .../overflow/perf_test_fib_main.wasm          |    3 +
 .../overflow/perf_test_swap_pool.cpp          |  187 +
 .../overflow/perf_test_swap_pool_dtvm_O0.wasm |    3 +
 .../overflow/perf_test_swap_pool_dtvm_O1.wasm |    3 +
 .../overflow/perf_test_swap_pool_dtvm_O2.wasm |    3 +
 .../overflow/perf_test_swap_pool_dtvm_g.wasm  |    3 +
 .../perf_test_swap_pool_non_dtvm_O0.wasm      |    3 +
 .../perf_test_swap_pool_non_dtvm_O1.wasm      |    3 +
 .../perf_test_swap_pool_non_dtvm_O2.wasm      |    3 +
 .../perf_test_swap_pool_non_dtvm_g.wasm       |    3 +
 .../perf_test_swap_pool_wasmer_O0.wasm        |    3 +
 .../perf_test_swap_pool_wasmer_O1.wasm        |    3 +
 .../perf_test_swap_pool_wasmer_O2.wasm        |    3 +
 .../perf_test_swap_pool_wasmer_g.wasm         |    3 +
 .../paper/benchmarks/overflow/run_dtvm.sh     |   84 +
 .../benchmarks/overflow/run_wasmtime45.sh     |   82 +
 .../paper/benchmarks/polybenchc/2mm.wasm      |    3 +
 .../paper/benchmarks/polybenchc/3mm.wasm      |    3 +
 .../paper/benchmarks/polybenchc/BUILD.md      |  175 +
 .../paper/benchmarks/polybenchc/MANIFEST.md   |   51 +
 .../paper/benchmarks/polybenchc/README.md     |   41 +
 .../paper/benchmarks/polybenchc/SHA256SUMS    |   30 +
 .../paper/benchmarks/polybenchc/__init__.py   |    0
 .../paper/benchmarks/polybenchc/adi.wasm      |    3 +
 .../paper/benchmarks/polybenchc/atax.wasm     |    3 +
 .../benchmarks/polybenchc/atax.wasm.expected  |    3 +
 .../benchmarks/polybenchc/atax_config.py      |    4 +
 .../paper/benchmarks/polybenchc/bicg.wasm     |    3 +
 .../benchmarks/polybenchc/bicg.wasm.expected  |    3 +
 .../benchmarks/polybenchc/bicg_config.py      |    4 +
 .../paper/benchmarks/polybenchc/build.sh      |  123 +
 .../paper/benchmarks/polybenchc/cholesky.wasm |    3 +
 .../polybenchc/cholesky.wasm.expected         |    3 +
 .../benchmarks/polybenchc/cholesky_config.py  |    4 +
 .../paper/benchmarks/polybenchc/config.py     |   11 +
 .../benchmarks/polybenchc/correlation.wasm    |    3 +
 .../benchmarks/polybenchc/covariance.wasm     |    3 +
 .../paper/benchmarks/polybenchc/deriche.wasm  |    3 +
 .../paper/benchmarks/polybenchc/doitgen.wasm  |    3 +
 .../paper/benchmarks/polybenchc/durbin.wasm   |    3 +
 .../polybenchc/durbin.wasm.expected           |    3 +
 .../benchmarks/polybenchc/durbin_config.py    |    4 +
 .../paper/benchmarks/polybenchc/fdtd-2d.wasm  |    3 +
 .../benchmarks/polybenchc/floyd-warshall.wasm |    3 +
 .../paper/benchmarks/polybenchc/gemm.wasm     |    3 +
 .../paper/benchmarks/polybenchc/gemver.wasm   |    3 +
 .../polybenchc/gemver.wasm.expected           |    3 +
 .../benchmarks/polybenchc/gemver_config.py    |    4 +
 .../paper/benchmarks/polybenchc/gesummv.wasm  |    3 +
 .../polybenchc/gesummv.wasm.expected          |    3 +
 .../benchmarks/polybenchc/gesummv_config.py   |    4 +
 .../benchmarks/polybenchc/gramschmidt.wasm    |    3 +
 .../paper/benchmarks/polybenchc/heat-3d.wasm  |    3 +
 .../paper/benchmarks/polybenchc/iwasm.conf    |    1 +
 .../benchmarks/polybenchc/jacobi-2d.wasm      |    3 +
 .../benchmarks/polybenchc/jacobi_1d.wasm      |    3 +
 .../polybenchc/jacobi_1d.wasm.expected        |    3 +
 .../benchmarks/polybenchc/jacobi_1d_config.py |    4 +
 .../paper/benchmarks/polybenchc/lu.wasm       |    3 +
 .../benchmarks/polybenchc/lu.wasm.expected    |    3 +
 .../paper/benchmarks/polybenchc/lu_config.py  |    4 +
 .../paper/benchmarks/polybenchc/ludcmp.wasm   |    3 +
 .../polybenchc/ludcmp.wasm.expected           |    3 +
 .../benchmarks/polybenchc/ludcmp_config.py    |    4 +
 .../paper/benchmarks/polybenchc/mvt.wasm      |    3 +
 .../benchmarks/polybenchc/mvt.wasm.expected   |    3 +
 .../paper/benchmarks/polybenchc/mvt_config.py |    4 +
 .../paper/benchmarks/polybenchc/nussinov.wasm |    3 +
 .../polybenchc/polybench-wasm-patch.h         |   45 +
 .../polybenchc/runtest_polybench.sh           |   56 +
 .../benchmarks/polybenchc/seidel-2d.wasm      |    3 +
 .../paper/benchmarks/polybenchc/symm.wasm     |    3 +
 .../paper/benchmarks/polybenchc/syr2k.wasm    |    3 +
 .../paper/benchmarks/polybenchc/syrk.wasm     |    3 +
 .../paper/benchmarks/polybenchc/trisolv.wasm  |    3 +
 .../polybenchc/trisolv.wasm.expected          |    3 +
 .../benchmarks/polybenchc/trisolv_config.py   |    4 +
 .../paper/benchmarks/polybenchc/trmm.wasm     |    3 +
 benchmarks/paper/benchmarks/wapm/MANIFEST.md  |   42 +
 benchmarks/paper/benchmarks/wapm/README.md    |   17 +
 benchmarks/paper/benchmarks/wapm/SHA256SUMS   |   37 +
 .../paper/benchmarks/wapm/WAPM_REPRODUCE.md   |  353 ++
 benchmarks/paper/benchmarks/wapm/__init__.py  |    0
 benchmarks/paper/benchmarks/wapm/amirali.wasm |    3 +
 .../paper/benchmarks/wapm/amirali.wasm.conf   |    1 +
 .../benchmarks/wapm/amirali.wasm.expected     |    3 +
 .../paper/benchmarks/wapm/base64cli.wasm      |    3 +
 .../paper/benchmarks/wapm/base64cli.wasm.conf |    1 +
 .../benchmarks/wapm/base64cli.wasm.expected   |    3 +
 .../paper/benchmarks/wapm/base64cli_config.py |    4 +
 benchmarks/paper/benchmarks/wapm/chkfont.wasm |    3 +
 .../paper/benchmarks/wapm/chkfont.wasm.conf   |    3 +
 .../benchmarks/wapm/chkfont.wasm.expected     |    3 +
 .../paper/benchmarks/wapm/chkfont_config.py   |    5 +
 .../paper/benchmarks/wapm/code-stock.wasm     |    3 +
 .../benchmarks/wapm/code-stock.wasm.conf      |    1 +
 .../benchmarks/wapm/code-stock.wasm.expected  |    3 +
 benchmarks/paper/benchmarks/wapm/config.py    |    7 +
 benchmarks/paper/benchmarks/wapm/cowsay.wasm  |    3 +
 .../paper/benchmarks/wapm/cowsay.wasm.conf    |    2 +
 .../benchmarks/wapm/cowsay.wasm.expected      |    3 +
 .../paper/benchmarks/wapm/cowsay_config.py    |    4 +
 benchmarks/paper/benchmarks/wapm/dice.wasm    |    3 +
 .../paper/benchmarks/wapm/dice.wasm.conf      |    2 +
 .../paper/benchmarks/wapm/dice.wasm.expected  |    3 +
 .../paper/benchmarks/wapm/dice_config.py      |    4 +
 benchmarks/paper/benchmarks/wapm/echo.wasm    |    3 +
 .../paper/benchmarks/wapm/echo.wasm.conf      |    2 +
 .../paper/benchmarks/wapm/echo.wasm.expected  |    3 +
 .../paper/benchmarks/wapm/echo_config.py      |    4 +
 benchmarks/paper/benchmarks/wapm/erdtree.wasm |    3 +
 .../paper/benchmarks/wapm/erdtree.wasm.conf   |    2 +
 .../benchmarks/wapm/erdtree.wasm.expected     |    3 +
 .../paper/benchmarks/wapm/erdtree_config.py   |    5 +
 benchmarks/paper/benchmarks/wapm/figlet.wasm  |    3 +
 .../paper/benchmarks/wapm/figlet.wasm.conf    |    3 +
 .../benchmarks/wapm/figlet.wasm.expected      |    3 +
 .../paper/benchmarks/wapm/figlet_config.py    |    5 +
 benchmarks/paper/benchmarks/wapm/fonts/hz.flc |    4 +
 .../paper/benchmarks/wapm/fonts/koi8r.flc     |  128 +
 .../paper/benchmarks/wapm/fonts/lean.flf      | 1691 ++++++++
 .../paper/benchmarks/wapm/fonts/mini.flf      |  899 ++++
 .../paper/benchmarks/wapm/fonts/mnemonic.flf  | 3702 +++++++++++++++++
 .../paper/benchmarks/wapm/fonts/moscow.flc    |   68 +
 .../paper/benchmarks/wapm/fonts/script.flf    | 1493 +++++++
 .../paper/benchmarks/wapm/fonts/shadow.flf    | 1097 +++++
 .../paper/benchmarks/wapm/fonts/slant.flf     | 1295 ++++++
 .../paper/benchmarks/wapm/fonts/small.flf     | 1097 +++++
 .../paper/benchmarks/wapm/fonts/smscript.flf  | 1097 +++++
 .../paper/benchmarks/wapm/fonts/smshadow.flf  |  899 ++++
 .../paper/benchmarks/wapm/fonts/smslant.flf   | 1097 +++++
 .../paper/benchmarks/wapm/fonts/standard.flf  | 2238 ++++++++++
 .../paper/benchmarks/wapm/fonts/term.flf      |  600 +++
 benchmarks/paper/benchmarks/wapm/fortune.wasm |    3 +
 .../paper/benchmarks/wapm/fortune.wasm.conf   |    1 +
 benchmarks/paper/benchmarks/wapm/irb.wasm     |    3 +
 .../paper/benchmarks/wapm/irb.wasm.conf       |    2 +
 .../paper/benchmarks/wapm/irb.wasm.expected   |    3 +
 .../paper/benchmarks/wapm/irb_config.py       |    4 +
 benchmarks/paper/benchmarks/wapm/iwasm.conf   |    2 +
 benchmarks/paper/benchmarks/wapm/md5.wasm     |    3 +
 .../paper/benchmarks/wapm/md5.wasm.conf       |    2 +
 .../paper/benchmarks/wapm/md5_config.py       |    4 +
 .../paper/benchmarks/wapm/parallel-small.png  |    3 +
 benchmarks/paper/benchmarks/wapm/pi.wasm      |    3 +
 benchmarks/paper/benchmarks/wapm/pi.wasm.conf |    2 +
 .../paper/benchmarks/wapm/pi.wasm.expected    |    3 +
 benchmarks/paper/benchmarks/wapm/pi_config.py |    4 +
 benchmarks/paper/benchmarks/wapm/pkg1.wasm    |    3 +
 .../paper/benchmarks/wapm/pkg1.wasm.conf      |    1 +
 .../paper/benchmarks/wapm/pkg1.wasm.expected  |    3 +
 benchmarks/paper/benchmarks/wapm/qr2text.wasm |    3 +
 .../paper/benchmarks/wapm/qr2text.wasm.conf   |    2 +
 .../benchmarks/wapm/qr2text.wasm.expected     |    3 +
 .../paper/benchmarks/wapm/qr2text_config.py   |    4 +
 .../paper/benchmarks/wapm/runtest_wapm.sh     |  104 +
 benchmarks/paper/benchmarks/wapm/sam.wasm     |    3 +
 .../paper/benchmarks/wapm/sam.wasm.conf       |    2 +
 .../paper/benchmarks/wapm/sam.wasm.expected   |    3 +
 .../paper/benchmarks/wapm/sam_config.py       |    4 +
 benchmarks/paper/benchmarks/wapm/suggest.wasm |    3 +
 .../paper/benchmarks/wapm/suggest.wasm.conf   |    2 +
 .../benchmarks/wapm/suggest.wasm.expected     |    3 +
 .../paper/benchmarks/wapm/suggest_config.py   |    4 +
 benchmarks/paper/benchmarks/wapm/tpl.wasm     |    3 +
 .../paper/benchmarks/wapm/tpl.wasm.conf       |    2 +
 .../paper/benchmarks/wapm/tpl.wasm.expected   |    3 +
 .../paper/benchmarks/wapm/tpl_config.py       |    5 +
 benchmarks/paper/benchmarks/wapm/uuid.wasm    |    3 +
 .../paper/benchmarks/wapm/uuid.wasm.conf      |    1 +
 benchmarks/paper/benchmarks/wapm/viu.wasm     |    3 +
 .../paper/benchmarks/wapm/viu.wasm.conf       |    3 +
 .../paper/benchmarks/wapm/viu.wasm.expected   |    3 +
 .../paper/benchmarks/wapm/viu_config.py       |    5 +
 .../paper/benchmarks/wapm/wasmtime.conf       |    1 +
 benchmarks/paper/benchmarks/wapm/zuk.wasm     |    3 +
 .../paper/benchmarks/wapm/zuk.wasm.conf       |    2 +
 .../paper/benchmarks/wapm/zuk_config.py       |    4 +
 benchmarks/paper/docs/POLYBENCH_REPRODUCE.md  |  403 ++
 .../paper/docs/POLYBENCH_TTFI_REPRODUCE.md    |  361 ++
 .../paper/docs/WAPM_TTFI_REPRODUCTION.md      |  340 ++
 benchmarks/paper/docs/XLSX_FORMAT.md          |   82 +
 benchmarks/paper/runtimes/README.md           |   36 +
 benchmarks/paper/runtimes/dtvm/BUILD.md       |   76 +
 benchmarks/paper/runtimes/dtvm/README.md      |   33 +
 benchmarks/paper/runtimes/dtvm/version.txt    |   22 +
 benchmarks/paper/runtimes/dtvm_main/README.md |   41 +
 .../paper/runtimes/dtvm_main/version.txt      |    1 +
 benchmarks/paper/runtimes/wamr-1.2.3/BUILD.md |  138 +
 .../paper/runtimes/wamr-1.2.3/README.md       |   29 +
 benchmarks/paper/runtimes/wamr-1.2.3/build.sh |  103 +
 .../paper/runtimes/wamr-1.2.3/version.txt     |    1 +
 .../paper/runtimes/wasmer-5.0.4/BUILD.md      |   30 +
 .../paper/runtimes/wasmer-5.0.4/README.md     |   23 +
 .../paper/runtimes/wasmer-5.0.4/build.sh      |   28 +
 .../paper/runtimes/wasmer-5.0.4/version.txt   |    1 +
 .../paper/runtimes/wasmer-7.1.0/README.md     |   43 +
 .../paper/runtimes/wasmer-7.1.0/build.sh      |   29 +
 .../paper/runtimes/wasmtime-31.0.0/BUILD.md   |  131 +
 .../paper/runtimes/wasmtime-31.0.0/README.md  |   39 +
 .../paper/runtimes/wasmtime-31.0.0/build.sh   |   80 +
 .../wasmtime-31.0.0/patches/ttfi-report.patch |  163 +
 .../runtimes/wasmtime-31.0.0/version.txt      |    1 +
 .../paper/runtimes/wasmtime-45.0.0/README.md  |   32 +
 .../paper/runtimes/wasmtime-45.0.0/build.sh   |   21 +
 benchmarks/paper/scripts/README.md            |   80 +
 benchmarks/paper/scripts/avg_compile_time.py  |   51 +
 .../paper/scripts/bench_polybench_timing.sh   |  242 ++
 .../scripts/build_polybench_ttfi_table.py     |  139 +
 .../paper/scripts/build_wapm_local_table.py   |  360 ++
 benchmarks/paper/scripts/common.sh            |   21 +
 .../scripts/compare_lazy_runtime_ratios.sh    |  250 ++
 benchmarks/paper/scripts/infer_lazy_timing.py |  391 ++
 .../scripts/run_dtvm_wt_compile_round.sh      |  224 +
 benchmarks/paper/scripts/run_lazy_20.sh       |   99 +
 benchmarks/paper/scripts/run_lazy_paper.sh    |  253 ++
 benchmarks/paper/scripts/run_lazy_stats.sh    |  239 ++
 benchmarks/paper/scripts/run_lazy_ttfi_est.sh |  269 ++
 benchmarks/paper/scripts/run_polybench.sh     |   47 +
 .../scripts/run_polybench_ttfi_compare.sh     |  190 +
 .../paper/scripts/run_polybench_ttfi_round.sh |   73 +
 .../scripts/run_wapm_local_full_round.sh      |   41 +
 .../paper/scripts/run_wapm_v45_v71_round.sh   |   76 +
 .../paper/scripts/run_wasmer_ttfi_compare.sh  |  238 ++
 .../scripts/run_wasmtime_ttfi_compare.sh      |  241 ++
 .../paper/scripts/setup_polybench_case.sh     |   17 +
 .../scripts/webassembly-testsuites/README.md  |   24 +
 .../configuration/__init__.py                 |    0
 .../configuration/dtvm_config.py              |    7 +
 .../configuration/iwasm_config.py             |    6 +
 .../configuration/runtime_config.py           |    7 +
 .../configuration/suite_config.py             |   14 +
 .../configuration/wasmer_config.py            |    5 +
 .../configuration/wasmtime_config.py          |    4 +
 .../runtest_webassembly.py                    |  423 ++
 319 files changed, 29870 insertions(+)
 create mode 100644 benchmarks/paper/ENVIRONMENT.md
 create mode 100644 benchmarks/paper/README.md
 create mode 100644 benchmarks/paper/REPRODUCE.md
 create mode 100644 benchmarks/paper/SOURCES.md
 create mode 100644 benchmarks/paper/VERSIONS.md
 create mode 100644 benchmarks/paper/benchmarks/README.md
 create mode 100644 benchmarks/paper/benchmarks/contracts/CALLS.md
 create mode 100644 benchmarks/paper/benchmarks/contracts/MANIFEST.md
 create mode 100644 benchmarks/paper/benchmarks/contracts/README.md
 create mode 100644 benchmarks/paper/benchmarks/contracts/REPRODUCE.md
 create mode 100644 benchmarks/paper/benchmarks/contracts/SHA256SUMS
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/c_erc20_wasm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/c_fib_wasm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/counter_evm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/ecdsa_evm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/erc1155_evm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/erc20_evm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/erc721_evm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/fib_evm.hex
 create mode 100644 benchmarks/paper/benchmarks/contracts/bench_bytecode/generative_nft_evm.hex
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diff --git a/.gitattributes b/.gitattributes
index 8f9dfcb93..631200c00 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1 +1,6 @@
 resources/DTVM_paper.pdf filter=lfs diff=lfs merge=lfs -text
+
+# Paper reproduction benchmark data (benchmarks/paper)
+benchmarks/paper/**/*.wasm filter=lfs diff=lfs merge=lfs -text
+benchmarks/paper/**/*.expected filter=lfs diff=lfs merge=lfs -text
+benchmarks/paper/**/*.png filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
index 680da3644..8ed2060eb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -47,3 +47,18 @@ bazel-testlogs
 .claude/*
 !.claude/skills/
 !.claude/skills/**
+
+# Paper reproduction (benchmarks/paper) generated artifacts
+benchmarks/paper/runtimes/*/build/
+benchmarks/paper/runtimes/*/out/
+benchmarks/paper/runtimes/dtvm/dtvm
+benchmarks/paper/runtimes/dtvm/CMakeCache.txt
+benchmarks/paper/runtimes/dtvm_main/dtvm
+benchmarks/paper/runtimes/dtvm_main/CMakeCache.txt
+benchmarks/paper/raw_data/
+benchmarks/paper/scripts/webassembly-testsuites/case/
+benchmarks/paper/**/.DS_Store
+
+# benchmarks/paper python artifacts
+benchmarks/paper/**/__pycache__/
+benchmarks/paper/**/*.pyc
diff --git a/benchmarks/paper/ENVIRONMENT.md b/benchmarks/paper/ENVIRONMENT.md
new file mode 100644
index 000000000..1ddc8c36c
--- /dev/null
+++ b/benchmarks/paper/ENVIRONMENT.md
@@ -0,0 +1,108 @@
+# Experiment Environment and Toolchain
+
+This file collects the environment and version information that can be **confirmed from the archive**. Anything not present in the reproduction notes, the contract-testbed repository, this repository's docs, or the original lab notes is marked **not recorded** rather than guessed.
+
+Different benchmark suites may have used different machines or toolchains; the tables below separate the **contract microbenchmark (vm_benchmark)** from the **other paper baselines**.
+
+---
+
+## Checklist (contract vm_benchmark)
+
+**Test machine (from experiment notes, confirmed):**
+
+> **Compute-optimized c7, 8C16G, Intel(R) Xeon(R) Platinum 8369B CPU @ 2.70GHz**
+> Runtime `/proc/cpuinfo`: **cpu MHz = 2699.998**; **Turbo Boost not enabled**
+
+| # | Item | Status | Archived evidence |
+|---|------|--------|-------------------|
+| — | **Machine hardware** | **confirmed** | see above; source: reproduction notes |
+| 1 | Original OS version | **not recorded** | the notes give the hardware spec but no Linux distribution or version |
+| 2 | Kernel version | **not recorded** | — |
+| 3 | Docker / container | **not recorded** | no container usage recorded |
+| 4 | Dockerfile / image / env scripts | **partial** | no Dockerfile; the contract bench ran `sh build.sh release.vmbench 6 false 2` inside the contract-testbed repo (see `benchmarks/contracts/REPRODUCE.md`) |
+| 5 | Dedicated machine | **not recorded** | — |
+| 6 | CPU core pinning | **not recorded** | the notes say the microbenchmark is "serial, 1C is enough"; no `taskset`/pinning command was recorded |
+| 7 | Fixed CPU frequency | **partial** | `/proc/cpuinfo` read **cpu MHz ≈ 2699.998** at runtime (archived runner source, not included); no manual `cpufreq` step was recorded |
+| 8 | Turbo Boost disabled | **confirmed** | notes: "turbo boost not enabled"; the archived runner source comments also require disabling Turbo Boost on Intel CPUs |
+| 9 | CPU governor | **not recorded** | — |
+| 10 | OS / runtime cache clearing | **not recorded** | no `drop_caches` step recorded for the contract bench; **State and Module LRU caches are reused** across measurements (see `benchmarks/contracts/REPRODUCE.md` §5) |
+| 11 | Background load | **not recorded** | — |
+| 12 | Toolchain versions | **partial** | see "contract toolchain" below; **no** solc / hex-compile command versions |
+
+---
+
+## Contract Microbenchmark (vm_benchmark)
+
+Sources: reproduction notes (2025-04-22 archive) + `benchmarks/contracts/`.
+
+### Hardware and CPU
+
+| Item | Value | Source |
+|------|-------|--------|
+| Cloud instance | compute-optimized **c7, 8C16G** | experiment notes |
+| CPU model | Intel Xeon Platinum **8369B** @ **2.70GHz** (nominal) | experiment notes |
+| Observed frequency | **2699.998 MHz** (`cpu MHz` in `/proc/cpuinfo`) | experiment notes + archived runner source |
+| Turbo Boost | **off** | experiment notes |
+| Workload shape | **serial** microbenchmark; the notes state "**1C is enough**", test environment was **8C16G** | experiment notes |
+| OS | **Linux** (reads `/proc/cpuinfo`); distribution **not recorded** | code + gap |
+
+### Repository and DTVM Macros
+
+| Item | Value |
+|------|-------|
+| Repository | contract-testbed repository |
+| Branch | development branch |
+| DTVM build macros | `ZEN_ENABLE_JIT`, `ZEN_ENABLE_SINGLEPASS_JIT`, `ZEN_ENABLE_DWASM`, `ZEN_ENABLE_CHECKED_ARITHMETIC` |
+
+### Contract Toolchain
+
+| Tool | Archive status |
+|------|----------------|
+| **evmone** | pulled in via the testbed's Bazel deps; **no** standalone version pin |
+| **DTVM (`dtvm`)** | see the macros above; the `dtvm` binary is built from the DTVM source fork (`VERSIONS.md`) |
+| **solc** (hex generation) | **not recorded** |
+| **wabt / wat2wasm** | **not used** in the archived contract-bench flow |
+| **clang / LLVM** (contract bench itself) | **not recorded** as a standalone version; hex are prebuilt artifacts |
+
+---
+
+## Other Paper Baselines (non-contract)
+
+The following come from experiment notes / `VERSIONS.md` / the experiment notebook, and **may not** share the contract-bench machine.
+
+### Comparison Runtimes
+
+| Runtime | Notes / archived version | Notes |
+|---------|--------------------------|-------|
+| **Wasmtime** | **31.0.0** ([official x86_64-linux tar.xz](https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz)) | `runtimes/wasmtime-31.0.0/BUILD.md` |
+| **Wasmer** | **`v5.0.4`**; the Singlepass comparison also used **`v5.0.5-rc1`** (wasi limitation) | Wasmer is **not pinned** in this repo |
+| **WAMR `iwasm`** | **1.2.3** | `runtimes/wamr-1.2.3/` |
+| **DTVM `dtvm`** | DTVM source fork (commits in `VERSIONS.md`) | not vanilla WAMR |
+
+### Build Toolchain (experiment notes / lab notebook)
+
+| Tool | Version / path | Used for |
+|------|----------------|----------|
+| **rustc** | **≥ 1.85.0** (Wasmtime build) | Wasmtime baseline |
+| **LLVM / clang (DTVM build)** | **15.0.0**, e.g. `/opt/clang+llvm-15.0.0-x86_64-linux-gnu-rhel-8.4/...` | Coremark / dtvm builds |
+| **LLVM (Wasmer build)** | **18.1.7**, e.g. `...-ubuntu-18.04-...` | Wasmer build |
+| **WASI SDK clang** | archived wasm metadata: **11.0.0** (27 cases), **14.0.3** (3 cases) | PolyBench (`benchmarks/polybenchc/BUILD.md`) |
+| **WAMR AOT LLVM** | **11.1.0** | `runtimes/wamr-1.2.3/BUILD.md` |
+| **Emscripten `em++`** | **not pinned** | `benchmarks/overflow/build.sh`, `-O2` |
+| **clang (generic wasm example)** | `--target=wasm32` (no version pin) | md5 example in the experiment notebook |
+
+Coremark self-reports **CLANG 14.0.6** (`-O2`) inside the wasm output — that is the **benchmark program's** compiler, not the host clang used to build DTVM.
+
+### Cache Handling When Comparing Baselines (non-contract)
+
+The archive notes that for Wasmtime / Wasmer comparisons one may `rm -rf ~/.cache/wasmtime`, set `WASMTIME_CACHE=0`, or use `wasmer run --cache-dir=/dev/null`. **No corresponding step was recorded for the contract vm_benchmark.**
+
+---
+
+## Related Documents
+
+| Document | Contents |
+|----------|----------|
+| [`VERSIONS.md`](VERSIONS.md) | Runtime pins and toolchain summary |
+| [`benchmarks/contracts/REPRODUCE.md`](benchmarks/contracts/REPRODUCE.md) | Contract build, run, and measurement methodology |
+| [`REPRODUCE.md`](REPRODUCE.md) | Whole-package reproduction skeleton |
diff --git a/benchmarks/paper/README.md b/benchmarks/paper/README.md
new file mode 100644
index 000000000..0a39ada8b
--- /dev/null
+++ b/benchmarks/paper/README.md
@@ -0,0 +1,77 @@
+# DTVM Paper Reproduction Package
+
+This directory archives the test cases, benchmark scripts, baseline-runtime build notes, and reference results needed to reproduce every experiment in the Evaluation section of the DTVM paper (`resources/DTVM_paper.pdf`). The material was curated from an experiment archive; the interior layout matches the original package, and every script under `scripts/` treats this directory as its `ROOT`.
+
+Mainline comparison: **DTVM (multipass / lazy)** vs **Wasmtime 45.0.0** vs **Wasmer 7.1.0 (cranelift / singlepass / llvm)**; the EVM-side baseline is **evmone**.
+
+## Layout
+
+```
+benchmarks/paper/
+├── VERSIONS.md          # runtime version pins (paper baseline + current mainline)
+├── ENVIRONMENT.md       # experiment environment and toolchain inventory
+├── REPRODUCE.md         # reproduction overview (links to per-topic guides)
+├── SOURCES.md           # provenance and license notes
+├── docs/                # per-topic reproduction guides
+│   ├── POLYBENCH_REPRODUCE.md         # PolyBench wall-clock
+│   ├── POLYBENCH_TTFI_REPRODUCE.md    # PolyBench TTFI
+│   └── WAPM_TTFI_REPRODUCTION.md      # WAPM TTFI (wasmtime 45 / wasmer 7.1 backends)
+├── runtimes/            # per-runtime BUILD.md / build.sh / version.txt (no binaries)
+├── benchmarks/          # paper workloads
+│   ├── contracts/       # contract microbenchmark: sol sources + evm/wasm hex (runner source not included)
+│   ├── polybenchc/      # PolyBench/C 4.2.1, all 30 cases as wasm + WASI rebuild script
+│   ├── wapm/            # 21 WAPM wasm files (paper's 20 cases + fortune) + confs + SHA256SUMS
+│   ├── overflow/        # integer-overflow (swap-style) + fib(30) 5-way: C++ source + wasm + scripts
+│   └── fib/             # standalone fib / md5 (C/Solidity sources + wasm)
+└── scripts/             # benchmark drivers and table generators (incl. testsuite runner)
+
+`raw_data/` is created by the scripts at run time and is gitignored; this package ships cases and methodology only, no result data.
+```
+
+## Paper Results → Directory Map
+
+| Paper result | Experiment | Workloads | Entry point |
+|---|---|---|---|
+| Fig. "Ethereum Ecosystem" (Fig. 5) | DTVM vs evmone contract latency | `benchmarks/contracts/` (Merkle-MiMC, GenerativeNFT, ERC1155, Counter, ERC20/721, UniswapV2, fib) | `benchmarks/contracts/REPRODUCE.md` |
+| Fig. "JIT improvement over Interp" (Fig. 6) | DTVM JIT vs interpreter | `benchmarks/contracts/` + `benchmarks/fib/` | same + `benchmarks/fib/` |
+| Fig. "general-purpose Wasm VMs" (Fig. 7) | fib(30) / integer-overflow latency | `benchmarks/overflow/`, `benchmarks/fib/` | `benchmarks/overflow/REPRODUCE_fib_overflow_5way.md` |
+| Fig. 8(a) + Appendix PolyBench table | PolyBench 30-case latency | `benchmarks/polybenchc/` | `docs/POLYBENCH_REPRODUCE.md` |
+| Fig. 8(b) + Appendix PolyBench TTFI | PolyBench time-to-first-invocation | `benchmarks/polybenchc/` | `docs/POLYBENCH_TTFI_REPRODUCE.md` |
+| Fig. 8(b) + Appendix WAPM table | WAPM 20-case TTFI | `benchmarks/wapm/` | `docs/WAPM_TTFI_REPRODUCTION.md`, `benchmarks/wapm/WAPM_REPRODUCE.md` |
+| Deterministic-execution table | cross-arch stack-overflow determinism | `tests/wast/dwasm/call_stack_exceed.wast` (already in this repo) | `docs/testing/` |
+| Machine-code-size table | compiled-code size comparison | `benchmarks/polybenchc/` + `benchmarks/fib/` | per-topic docs |
+
+
+## Quick Start
+
+```bash
+cd benchmarks/paper
+export ROOT=$(pwd)
+# 1. Build DTVM at the repo root:
+#    cmake -B build -DZEN_ENABLE_MULTIPASS_JIT=ON -DLLVM_DIR=<llvm15>/lib/cmake/llvm && cmake --build build
+#    Scripts default to <repo>/build/dtvm; override via the DTVM env var.
+# 2. Install baseline runtimes (see docs/<TOPIC>_REPRODUCE.md and runtimes/<rt>/BUILD.md).
+# 3. PolyBench wall-clock
+./scripts/setup_polybench_case.sh
+./scripts/run_polybench.sh dtvm
+./scripts/bench_polybench_timing.sh dtvm multipass
+# 4. PolyBench TTFI
+WASMTIME_CACHE=0 ./scripts/run_polybench_ttfi_round.sh 1
+# 5. WAPM TTFI
+WASMTIME_CACHE=0 ./scripts/run_wapm_v45_v71_round.sh 3
+# 6. overflow / fib(30)
+cd benchmarks/overflow && bash run_dtvm.sh && bash run_wasmtime45.sh
+```
+
+## Large Files and Provenance
+
+- `*.wasm`, `*.expected`, and `*.png` are managed by **Git LFS** (see the root `.gitattributes`).
+- Per-suite provenance and integrity: `benchmarks/*/MANIFEST.md`, `benchmarks/*/SHA256SUMS`, `SOURCES.md`.
+- Runtime binaries are not committed: `runtimes/<rt>/` keeps only `BUILD.md` + `build.sh` + `version.txt` (`out/` and `build/` are gitignored).
+
+## Not Migrated / Archive Gaps
+
+- Full intermediate data (multi-round timestamped runs, per-runtime CSVs, SVG comparisons) and the raw per-iteration contract timing samples (`.time`) are not included.
+- The 9 non-paper WAPM cases and the libsodium (72) / wabench (22) suites were not migrated (see `benchmarks/README.md`).
+- The contract microbenchmark runner (`test_vmbench`) builds only inside the contract-testbed repository; the sol→wasm / sol→evm compile commands were not recorded in the archive (see `benchmarks/contracts/README.md`, `SOURCES.md`).
+- Other gaps are listed in `SOURCES.md` and `benchmarks/wapm/WAPM_REPRODUCE.md` §2.
diff --git a/benchmarks/paper/REPRODUCE.md b/benchmarks/paper/REPRODUCE.md
new file mode 100644
index 000000000..dbd969470
--- /dev/null
+++ b/benchmarks/paper/REPRODUCE.md
@@ -0,0 +1,152 @@
+# Reproduction Guide
+
+> This package lives at `benchmarks/paper/` in the DTVM repository. All relative paths below (`./scripts/...`, `benchmarks/...`) are rooted at this directory — `cd benchmarks/paper` first.
+
+This document gives the install and run entry points for the three main experiment groups; details live in `docs/<TOPIC>_REPRODUCE.md` and `runtimes/<rt>/BUILD.md`.
+
+## Requirements
+
+- OS: **Linux x86_64**
+- Common tools: `cmake` ≥ 3.20, `ninja`, `curl`, `python3`, `taskset`
+- DTVM build: GCC C++17, **LLVM 15** (multipass JIT)
+- Wasmtime 45 source build: **Rust ≥ stable** (via `rustup`, `source ~/.cargo/env`)
+- Wasmer 7.1 LLVM backend: **LLVM 21** (`LLVM_SYS_211_PREFIX` → `LLVM-21.1.x-Linux-X64/`)
+- overflow / fib: **Emscripten** (wasm compilation)
+
+Contract-bench machine (from experiment notes): compute-optimized **c7 8C16G**, Xeon **8369B**, **Turbo Boost off**, observed **cpu MHz ≈ 2699.998**. The full 12-item environment/toolchain checklist is in [`ENVIRONMENT.md`](ENVIRONMENT.md).
+
+## Step 1 — Install Runtimes
+
+Each runtime directory keeps only `BUILD.md` + `build.sh` + `version.txt`; binaries are installed to `runtimes/<rt>/out/` (gitignored).
+
+### DTVM (dtvm)
+
+```bash
+# Paper PolyBench / WAPM wall-clock: commit 882c83155
+# TTFI mainline: main HEAD (includes "Total compilation time" instrumentation)
+# overflow / fib: newest fastest commit (e.g. e532db3e2)
+```
+
+See [`runtimes/dtvm/BUILD.md`](runtimes/dtvm/BUILD.md).
+
+### Wasmtime
+
+| Purpose | Version | Path |
+|---------|---------|------|
+| Paper PolyBench wall-clock | **31.0.0** | `runtimes/wasmtime-31.0.0/` (includes `patches/ttfi-report.patch`) |
+| TTFI / overflow / fib mainline | **45.0.0** | `runtimes/wasmtime-45.0.0/` (source tree must include the TTFI instrumentation) |
+
+```bash
+# 31.0.0: official prebuilt tarball, or build from source
+cd runtimes/wasmtime-31.0.0 && ./build.sh all
+# 45.0.0: build from an instrumented source tree
+WASMER_SRC=/path/to/wasmtime-45.0.0 runtimes/wasmtime-45.0.0/build.sh
+```
+
+### Wasmer
+
+| Purpose | Version | Path |
+|---------|---------|------|
+| Paper PolyBench `wasmer llvm` column | **5.0.4** | `runtimes/wasmer-5.0.4/` |
+| TTFI / overflow / fib mainline | **7.1.0** | `runtimes/wasmer-7.1.0/` (cranelift + singlepass + llvm) |
+
+```bash
+# 5.0.4: cranelift + singlepass + llvm (llvm backend needs LLVM 18)
+cd runtimes/wasmer-5.0.4 && ./build.sh
+# 7.1.0: cranelift + singlepass (default); llvm needs LLVM 21
+LLVM_SYS_211_PREFIX=/path/to/LLVM-21.1.8-Linux-X64 \
+  WASMER_SRC=/path/to/wasmer-7.1.0 \
+  runtimes/wasmer-7.1.0/build.sh
+```
+
+### WAMR 1.2.3 (optional, paper interpreter baseline)
+
+```bash
+cd runtimes/wamr-1.2.3 && ./build.sh all
+```
+
+## Step 2 — Main Experiment Groups
+
+### 2.1 PolyBench wall-clock (30 cases)
+
+```bash
+./scripts/setup_polybench_case.sh
+
+# Correctness (once per runtime)
+./scripts/run_polybench.sh dtvm
+./scripts/run_polybench.sh wasmtime
+
+# Timing CSV (1 warmup + 3 timed runs)
+./scripts/bench_polybench_timing.sh dtvm multipass        # mainline
+./scripts/bench_polybench_timing.sh dtvm lazy
+./scripts/bench_polybench_timing.sh wasmtime default
+./scripts/bench_polybench_timing.sh wasmer llvm
+```
+
+Full procedure, command-line differences, and pitfalls when comparing against `dtvm_polybench.xlsx`: [`docs/POLYBENCH_REPRODUCE.md`](docs/POLYBENCH_REPRODUCE.md).
+
+### 2.2 PolyBench TTFI (30 cases)
+
+DTVM `multipass + lazy` vs **Wasmtime 45.0.0** vs **Wasmer 7.1.0 (cranelift / singlepass / llvm)**; the metric is the `Total compilation time` printed on stdout.
+
+```bash
+export DTVM=$PWD/runtimes/dtvm_main/dtvm
+export WASMTIME=$PWD/runtimes/wasmtime-45.0.0/out/wasmtime
+export WASMER=$PWD/runtimes/wasmer-7.1.0/out/bin/wasmer
+export WASMTIME_CACHE=0
+./scripts/run_polybench_ttfi_round.sh 1
+# → raw_data/benchs/polybench_ttfi_<timestamp>/ + polybench_ttfi_compare_latest.{md,csv}
+```
+
+Details: [`docs/POLYBENCH_TTFI_REPRODUCE.md`](docs/POLYBENCH_TTFI_REPRODUCE.md).
+
+### 2.3 WAPM TTFI + wall-clock (20 cases)
+
+```bash
+export DTVM=/path/to/DTVM/build/dtvm
+export WASMTIME=$PWD/runtimes/wasmtime-45.0.0/out/wasmtime
+export WASMER=$PWD/runtimes/wasmer-7.1.0/out/bin/wasmer
+export WASMTIME_CACHE=0
+./scripts/run_wapm_v45_v71_round.sh 3
+# → raw_data/benchs/wapm_v45_v71_<timestamp>/ + wapm_v45_v71_latency_table.{md,csv}
+```
+
+Details: [`docs/WAPM_TTFI_REPRODUCTION.md`](docs/WAPM_TTFI_REPRODUCTION.md) and [`benchmarks/wapm/WAPM_REPRODUCE.md`](benchmarks/wapm/WAPM_REPRODUCE.md).
+
+### 2.4 Integer overflow + fib(30) (5-way)
+
+Only the **newest fastest** DTVM commit is used; the other four columns are Wasmtime 45 / Wasmer cranelift / singlepass / llvm.
+
+```bash
+cd benchmarks/overflow
+# Compile the wasm (emscripten) — archived artifacts already exist, so this is skippable
+bash build.sh
+# 5-way benchmark
+bash run_dtvm.sh           # DTVM
+bash run_wasmtime45.sh     # Wasmtime 45 + all three Wasmer backends
+```
+
+Full command lines, the 5-rep median methodology, and per-runtime wasm variants: [`benchmarks/overflow/REPRODUCE_fib_overflow_5way.md`](benchmarks/overflow/REPRODUCE_fib_overflow_5way.md).
+
+## Step 3 — Collect Raw Data
+
+Benchmark output is written under `raw_data/benchs/` (generated at run time; gitignored — no result data is shipped).
+
+## Contract Microbenchmark (ERC20 / Uniswap / Merkle Proof / Generative NFT / …)
+
+Sources and hex artifacts are archived under `benchmarks/contracts/`. The runner builds only inside the contract-testbed repository:
+
+```bash
+sh build.sh release.vmbench 4
+cd test_run
+LD_LIBRARY_PATH=. ./test_vmbench --gtest_filter=VMBenchTest.Erc20Evm
+```
+
+Newer cases:
+
+```bash
+LD_LIBRARY_PATH=. ./test_vmbench --gtest_filter=VMBenchTest.MerkleProofEvm:VMBenchTest.SolMerkleProofWasm
+LD_LIBRARY_PATH=. ./test_vmbench --gtest_filter=VMBenchTest.GenerativeNFTEvm:VMBenchTest.SolGenerativeNFTWasm
+```
+
+See `benchmarks/contracts/REPRODUCE.md`.
diff --git a/benchmarks/paper/SOURCES.md b/benchmarks/paper/SOURCES.md
new file mode 100644
index 000000000..96ddac91d
--- /dev/null
+++ b/benchmarks/paper/SOURCES.md
@@ -0,0 +1,34 @@
+# Source and License Notes
+
+The material in this directory was curated from an experiment archive. This file records the provenance and upstream licenses.
+
+## Source → This Repository
+
+| Path here | Archive source | Notes |
+|-----------|---------------|-------|
+| `runtimes/dtvm/` | DTVM source repository | the paper baseline fork; not WAMR 1.2.3 |
+| `benchmarks/polybenchc/`, `benchmarks/wapm/` (wasm) | `webassembly-testsuites` repo `case/benchmark/`, `case/wapm/` | prebuilt wasm of public PolyBench/C and WAPM workloads |
+| `benchmarks/contracts/` | contract-testbed repo `test/vm_benchmark/` | contract sources and hex artifacts; runner source not included |
+| `benchmarks/overflow/`, `benchmarks/fib/` | experiment archive | Fig. 7 workloads |
+
+## Upstream Public Sources
+
+| Content | Upstream | License |
+|---------|----------|---------|
+| `benchmarks/polybenchc/` | PolyBench/C 4.2.1 (compiled to wasm with WASI-SDK) | PolyBench license |
+| `benchmarks/wapm/*.wasm` | public WAPM packages (wapm.io) | per-package licenses |
+| `benchmarks/wapm/fonts/`, `lib/` | WAPM package runtime dependencies | same as above |
+| `bench_contract/erc20|721|1155` etc. | OpenZeppelin Contracts | MIT |
+| Uniswap V2 contracts (source not included) | https://github.com/Uniswap/v2-core + https://github.com/Uniswap/v2-periphery | **GPL-3.0-or-later**; the `uniswapv2_*` hex in `bench_bytecode/` are their prebuilt artifacts |
+| `bench_contract/ecdsa/` (P256 etc.) | OpenZeppelin / community implementations | MIT |
+| `runtimes/wasmtime-*`, `wasmer-*`, `wamr-*` | upstream official releases / tags | respective licenses |
+| `benchmarks/contracts/bench_bytecode/*.hex` | prebuilt artifacts of the sources above | follow the source license |
+
+## Gaps (absent from the archive as well)
+
+- Upstream WAMR 1.2.3 checkout (fetch the official tag yourself)
+- Wasmtime 31.0.0 binary (use the official tarball; see `runtimes/wasmtime-31.0.0/BUILD.md`)
+- Contract sol→evm / sol→wasm compile commands (only prebuilt hex exist)
+- C sources for `c_erc20_wasm` / `c_fib_wasm`
+- Sources for standalone wasm such as `fib_no_contract.c.wasm`
+- The DTVM binary (build per `runtimes/dtvm/BUILD.md`)
diff --git a/benchmarks/paper/VERSIONS.md b/benchmarks/paper/VERSIONS.md
new file mode 100644
index 000000000..e9651c833
--- /dev/null
+++ b/benchmarks/paper/VERSIONS.md
@@ -0,0 +1,157 @@
+# Runtime Version Pins
+
+This package covers two sets of version pins:
+
+- **Paper baseline**: the PolyBench wall-clock main table and the early WAPM table (`dtvm_polybench.xlsx` / `latencytofirstinvocation.md`)
+- **Current mainline** (PolyBench TTFI / WAPM TTFI / overflow / fib(30)): DTVM main with `Total compilation time` instrumentation + Wasmtime 45.0.0 + the three Wasmer 7.1.0 backends
+
+No binaries are committed; each `runtimes/<rt>/` directory keeps only `BUILD.md` + `build.sh` + `version.txt`. Build artifacts (`out/`, `build/`, `dtvm`, `CMakeCache.txt`) are gitignored.
+
+## Paper Baseline (PolyBench wall-clock)
+
+| Runtime | Version | Role | Build doc |
+|---------|---------|------|-----------|
+| WAMR (`iwasm`) | **1.2.3** | interpreter baseline | `runtimes/wamr-1.2.3/BUILD.md` |
+| Wasmtime | **31.0.0** | wall-clock baseline (Cranelift) | `runtimes/wasmtime-31.0.0/BUILD.md` |
+| Wasmer | **5.0.4** | `wasmer llvm` column | `runtimes/wasmer-5.0.4/BUILD.md` |
+| DTVM (`dtvm`) | DTVM source fork @ **`882c83155`** | paper PolyBench / WAPM body | `runtimes/dtvm/BUILD.md` |
+
+## Current Mainline (TTFI + overflow + fib)
+
+| Runtime | Version | Role | Build script |
+|---------|---------|------|--------------|
+| Wasmtime | **45.0.0** (with `ttfi-report` instrumentation) | PolyBench TTFI / WAPM TTFI / overflow / fib | `runtimes/wasmtime-45.0.0/build.sh` |
+| Wasmer | **7.1.0** (cranelift + singlepass + **llvm**) | same | `runtimes/wasmer-7.1.0/build.sh` |
+| DTVM (`dtvm`) main | TTFI mainline e.g. **`c3c3fd856`**; overflow / fib use the newest fastest commit e.g. **`e532db3e2`** | TTFI + overflow + fib | `runtimes/dtvm_main/version.txt` |
+
+> The overflow / fib(30) experiments run only the newest fastest DTVM build (not required to share the TTFI commit); the other four columns are fixed at Wasmtime 45 + the three Wasmer 7.1 backends.
+
+## Known DTVM Commits
+
+| Label | Commit | Date | Notes |
+|-------|--------|------|-------|
+| **Paper baseline** | **`882c83155`** | 2024 | PolyBench / WAPM body; branch `dev/init_code` |
+| **TTFI mainline** | **`c3c3fd856`** | 2026-05-29 | includes `Total compilation time` instrumentation; `perf: commute two-address operands and fix branch peephole for 30% fib speedup` |
+| **overflow / fib latest** | **`e532db3e2`** | 2026-05-30 | `perf: add post-RA peephole optimizations for x86 code generation` |
+| singlepass-dev HEAD | `bc137635` | 2023-10-26 | old HEAD of the fork |
+| wtf pin | `396d1f61` | 2022-08-11 | `wtf/cmake/project_wamr.cmake` |
+
+The commits above are from the DTVM source history; for local reproduction use this repository.
+
+**Note**: the fork is based on 2021–2022 upstream WAMR plus in-house patches (singlepass / multipass JIT etc.) and is **not** a substitute for WAMR 1.2.3.
+
+## Wasmtime 31.0.0 (paper baseline)
+
+Doc: `runtimes/wasmtime-31.0.0/BUILD.md`
+Build script: `runtimes/wasmtime-31.0.0/build.sh` (includes `patches/ttfi-report.patch`, optional `Total compilation time` instrumentation)
+
+| Item | Value |
+|------|-------|
+| Version | **31.0.0** |
+| Git tag | `release-31.0.0` |
+| Rust (source build) | ≥ **1.85.0** |
+| Prebuilt tarball (x86_64 Linux) | [wasmtime-v31.0.0-x86_64-linux.tar.xz](https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz) |
+| Release page | https://github.com/bytecodealliance/wasmtime/releases/tag/v31.0.0 |
+
+```bash
+# A. Official prebuilt tarball
+curl -LO https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz
+tar xf wasmtime-v31.0.0-x86_64-linux.tar.xz
+
+# B. Source build (applies the TTFI patch automatically)
+cd runtimes/wasmtime-31.0.0 && ./build.sh all
+# Output: runtimes/wasmtime-31.0.0/out/wasmtime
+```
+
+## Wasmtime 45.0.0 (TTFI / overflow / fib mainline)
+
+Doc: `runtimes/wasmtime-45.0.0/build.sh` (requires a v45.0.0 source tree that already contains the `ttfi-report` instrumentation)
+
+| Item | Value |
+|------|-------|
+| Version | **45.0.0** |
+| Git tag | `v45.0.0` |
+| Instrumentation | `src/ttfi_report.rs` + `Cargo.toml` `ttfi-report` feature + `commands/run.rs` |
+| Instrumented source example | `/path/to/wasmtime-45.0.0` |
+
+```bash
+WASMER_SRC=/path/to/wasmtime-45.0.0 runtimes/wasmtime-45.0.0/build.sh
+# Output: runtimes/wasmtime-45.0.0/out/wasmtime
+export WASMTIME_CACHE=0     # required for TTFI
+```
+
+## Wasmer 5.0.4 (paper baseline)
+
+Doc: `runtimes/wasmer-5.0.4/BUILD.md`
+Build script: `runtimes/wasmer-5.0.4/build.sh` (cranelift + singlepass; llvm needs LLVM 18, optional)
+
+| Item | Value |
+|------|-------|
+| Version | **5.0.4** |
+| LLVM backend | **LLVM 18** (`LLVM_SYS_180_PREFIX`) |
+| Singlepass used in the paper | `v5.0.5-rc1` |
+
+## Wasmer 7.1.0 (TTFI / overflow / fib mainline)
+
+Build script: `runtimes/wasmer-7.1.0/build.sh`
+
+| Item | Value |
+|------|-------|
+| Version | **7.1.0** |
+| Git tag | `v7.1.0` |
+| Instrumentation | `lib/wasix/src/ttfi_report.rs` etc. |
+| LLVM backend | **LLVM 21** (not 18; needs `LLVM_SYS_211_PREFIX`) |
+| LLVM 21 example | `/opt/LLVM-21.1.8-Linux-X64` |
+
+```bash
+LLVM_SYS_211_PREFIX=/opt/LLVM-21.1.8-Linux-X64 \
+  WASMER_SRC=/path/to/wasmer-7.1.0 \
+  runtimes/wasmer-7.1.0/build.sh
+# Output: runtimes/wasmer-7.1.0/out/bin/wasmer
+```
+
+## WAMR 1.2.3
+
+Upstream tag: `WAMR-1.2.3` (`bytecodealliance/wasm-micro-runtime`)
+
+Docs: `runtimes/wamr-1.2.3/BUILD.md` / `runtimes/wamr-1.2.3/build.sh`
+
+| Item | Version |
+|------|---------|
+| WAMR | **1.2.3** |
+| LLVM (AOT) | **11.1.0** |
+
+Default CMake options:
+
+```
+-DWAMR_BUILD_INTERP=1
+-DWAMR_BUILD_FAST_JIT=1
+-DWAMR_BUILD_AOT=1
+-DWAMR_BUILD_LIBC_WASI=1
+-DLLVM_DIR=/usr/lib/llvm-11/lib/cmake/llvm   # for AOT
+```
+
+## Toolchain
+
+See [`ENVIRONMENT.md`](ENVIRONMENT.md). Summary:
+
+| Tool | Version / note | Basis |
+|------|----------------|-------|
+| **rustc** | ≥ **1.85.0** stable | Wasmtime 31 / 45, Wasmer 5 / 7.1 |
+| **Wasmtime (paper)** | **31.0.0** | `runtimes/wasmtime-31.0.0/` |
+| **Wasmtime (mainline)** | **45.0.0** (TTFI-instrumented) | `runtimes/wasmtime-45.0.0/` |
+| **Wasmer (paper)** | **5.0.4** | `runtimes/wasmer-5.0.4/` |
+| **Wasmer (mainline)** | **7.1.0** | `runtimes/wasmer-7.1.0/` |
+| **Wasmer 5 LLVM backend** | **LLVM 18.1.7** | `runtimes/wasmer-5.0.4/BUILD.md` |
+| **Wasmer 7.1 LLVM backend** | **LLVM 21.1.8** | `runtimes/wasmer-7.1.0/build.sh` |
+| **WAMR AOT LLVM** | **11.1.0** | `runtimes/wamr-1.2.3/BUILD.md` |
+| **DTVM build LLVM** | **15.0.0** (`clang+llvm-15.0.0-...-rhel-8.4`) | experiment notes, Coremark build steps |
+| **WASI-SDK / clang** | **11.0.0** (27 cases), **14.0.3** (3 cases) | archived PolyBench wasm metadata |
+| **PolyBench/C** | **4.2.1** | standard 30-case suite |
+| **Emscripten (`em++`)** | not pinned, `-O2` | `benchmarks/overflow/build.sh` |
+| **evmone / solc / wabt** (contract bench) | not pinned in the archive | contract hex are prebuilt artifacts |
+
+### Not Recorded in the Archive
+
+- Contract vm_benchmark host: **OS distribution, kernel, Docker, CPU governor, core pinning, drop_caches**
+- **`solc`** / **`wat2wasm`** versions and commands used to produce `bench_bytecode/*.hex`
diff --git a/benchmarks/paper/benchmarks/README.md b/benchmarks/paper/benchmarks/README.md
new file mode 100644
index 000000000..2e835d5b1
--- /dev/null
+++ b/benchmarks/paper/benchmarks/README.md
@@ -0,0 +1,32 @@
+# Benchmarks
+
+Wasm test suites and rebuildable cases used by the paper experiments.
+
+## Suite Status
+
+| Directory | wasm count | Source | Build script | Status |
+|-----------|-----------|--------|--------------|--------|
+| `polybenchc/` | 30 | PolyBenchC-4.2.1 | `build.sh` (WASI clang) | **migrated**: wasm + rebuild docs |
+| `contracts/` | — | Solidity + hex | testbed Bazel (see REPRODUCE) | **migrated**: sources / hex; runner source not included |
+| `wapm/` | 21 | — | — | **migrated**: paper's 20 cases + fortune (zuk substitute) wasm + confs + SHA256 |
+| `overflow/` | 1 | yes (C++) | yes | **migrated** |
+| `fib/` | 3 | yes (C/Solidity) | — | **migrated**: standalone fib/md5 cases |
+
+> The upstream archive also contained the libsodium (72-case) and wabench (22-case) suites and 9 non-paper WAPM cases (`main`, `python`, `spidermonkey`, `sqlite`, `wasm3`, `jq`, `jyt`, `pee`, `greg`); none were used in the paper and none were migrated.
+
+## PolyBench Compilation (WASI clang)
+
+- Source: [PolyBenchC-4.2.1](https://github.com/MatthiasJReisinger/PolyBenchC-4.2.1)
+- Toolchain: WASI SDK `clang` (default `/opt/wasi-sdk/bin/clang`)
+- Macros: `-DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS`
+- Details: `benchmarks/polybenchc/BUILD.md`
+
+## Contract Microbenchmark
+
+- Directory: `benchmarks/contracts/` (archive of `test/vm_benchmark` in the contract-testbed repo)
+- Reproduction: inside the source repo, `sh build.sh release.vmbench 6 false 2`
+- Details: `contracts/REPRODUCE.md`, `contracts/CALLS.md`
+
+## Running
+
+See `../scripts/run_polybench.sh` and `webassembly-testsuites/runtest_webassembly.py`.
diff --git a/benchmarks/paper/benchmarks/contracts/CALLS.md b/benchmarks/paper/benchmarks/contracts/CALLS.md
new file mode 100644
index 000000000..222bc099c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/CALLS.md
@@ -0,0 +1,73 @@
+# Contract Call Parameters
+
+Extracted from the archived runner source `test/vm_benchmark/bench.cpp`. All cases share the same **setup**, then run a **10000-iteration** measured loop (`repeat_times = 10000`).
+
+## Common Setup
+
+| Item | Value |
+|------|-------|
+| `from` | `0x095e7baea6a6c7c4c2dfeb977efac326af552d87` |
+| Initial balance | `1 ether` |
+| setup tx1 | transfer 100 wei → `0xa94f5374fce5edbc8e2a8697c15331677e6ebf0b` (nonce 0) |
+| setup tx2 | contract create; deploy bytecode from `bench_bytecode/*.hex` (nonce 1) |
+| Contract address (nonce 1) | `0xb88de88b35ecbf3c141e3caae2baf35834d18f63` |
+| gas | `21000000` for most setup/measurement txs; `0xFFFFFFFFFFFFFE` for the Fib measurement tx |
+| gas_price | `1` |
+
+Extra fixed addresses for Uniswap (deployed in nonce order):
+
+| Contract | Address |
+|----------|---------|
+| Factory | `0xb88de88b35ecbf3c141e3caae2baf35834d18f63` |
+| Router | `0x5d35480c6e7f8952363fa280a0a96906da981f63` |
+| Token0 | `0x5b5bd343a12fb42c62390aff6340b59947b60263` |
+| Token1 | `0xa2b91fd595c51dec3fe42be1fbf3bfcb3bc9e4ed` |
+
+## Measured Calls (counted in cycles)
+
+| Case | Function | Selector | Arguments / calldata | Execute API |
+|------|----------|----------|----------------------|-------------|
+| ERC20 | `transfer(address,uint256)` | `0xa9059cbb` | to=`0x4838b106fce9647bdf1e7877bf73ce8b0bad5f97`, amount=`1` | `MockedExecute` |
+| ERC721 | `transferFrom(address,address,uint256)` | `0x23b872dd` | from=above, to=`0x4838b106...`, tokenId=loop var `i` | `Execute` |
+| ERC1155 | `safeTransferFrom(...)` | `0xf242432a` | from, to, id=`1`, amount=`1`, data=`0x` | `Execute` |
+| Fib | `fibonacci(uint256)` | `0x61047ff4` | n=`20` (`0x14`) | `Execute` |
+| Counter | `increase()` | `0xe8927fbc` | none | `Execute` |
+| Uniswap V2 | `swapExactTokensForTokens(...)` | `0x38ed1739` | amountIn=`10`, minOut=`0`, path token0→token1, to=from, deadline=`0` | `Execute` |
+| ECDSA | `verify(...)` | `0xade9ec41` | see `TestECDSA` | `Execute` |
+| Poseidon | `calc(...)` | `0xeb6c5b9e` | see `TestPoseidonHash` | `Execute` |
+| Merkle Proof | `benchmark()` | `0x8903c5a2` | none; builds and verifies a 10-level proof internally | `Execute` |
+| Generative NFT | `generate(uint256)` | `0x4a7dd523` | tokenId=`1` | `Execute` |
+
+## Setup Calls (not counted in the cycles loop)
+
+| Case | Function | Selector | Notes |
+|------|----------|----------|-------|
+| ERC20 | `mint(address,uint256)` | `0x40c10f19` | minted once after deploy |
+| ERC721 | `mint(address)` | `0x6a627842` | minted **10000 times** after deploy (warmup) |
+| ERC1155 | `mint(...)` | `0x731133e9` | minted **once** after deploy |
+| Uniswap | `createPair` / `addLiquidity` / `approve` / `getReserves` etc. | various | see `TestUniswapV2`; full DEX initialization before swap |
+
+## gtest ↔ Bytecode Files
+
+| gtest | hex constant / file |
+|-------|---------------------|
+| `Erc20Evm` | `bench_bytecode/erc20_evm.hex` |
+| `SolErc20Wasm` | `bench_bytecode/sol_erc20_wasm.hex` |
+| `CErc20Wasm` | `bench_bytecode/c_erc20_wasm.hex` |
+| `Erc721Evm` | `bench_bytecode/erc721_evm.hex` |
+| `SolErc721Wasm` | `bench_bytecode/sol_erc721_wasm.hex` |
+| `Erc1155Evm` | `bench_bytecode/erc1155_evm.hex` |
+| `SolErc1155Wasm` | `bench_bytecode/sol_erc1155_wasm.hex` |
+| `UniswapV2Evm` | `uniswapv2_factory_evm.hex` + `uniswapv2_router_evm.hex` + `uniswapv2_erc20_evm.hex` |
+| `SolUniswapV2Wasm` | `sol_uniswapv2_factory_wasm.hex` + `sol_uniswapv2_router_wasm.hex` + `sol_erc20_wasm.hex` |
+| `FibEvm` | `bench_bytecode/fib_evm.hex` |
+| `SolFibWasm` | `bench_bytecode/sol_fib_wasm.hex` |
+| `CFibWasm` | `bench_bytecode/c_fib_wasm.hex` |
+| `CounterEvm` | `bench_bytecode/counter_evm.hex` |
+| `SolCounterWasm` | `bench_bytecode/sol_counter_wasm.hex` |
+| `MerkleProofEvm` | `bench_bytecode/merkle_evm.hex` |
+| `SolMerkleProofWasm` | `bench_bytecode/sol_merkle_wasm.hex` |
+| `GenerativeNFTEvm` | `bench_bytecode/generative_nft_evm.hex` |
+| `SolGenerativeNFTWasm` | `bench_bytecode/sol_generative_nft_wasm.hex` |
+
+Full list: [`MANIFEST.md`](MANIFEST.md).
diff --git a/benchmarks/paper/benchmarks/contracts/MANIFEST.md b/benchmarks/paper/benchmarks/contracts/MANIFEST.md
new file mode 100644
index 000000000..09a237ab9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/MANIFEST.md
@@ -0,0 +1,69 @@
+# Manifest
+
+## bench_bytecode/*.hex (25)
+
+| File | Purpose |
+|------|---------|
+| `erc20_evm.hex` | ERC20 EVM deployment bytecode |
+| `sol_erc20_wasm.hex` | ERC20 sol→wasm |
+| `c_erc20_wasm.hex` | ERC20 C→wasm (**hex only, no C source**) |
+| `erc721_evm.hex` | ERC721 EVM |
+| `sol_erc721_wasm.hex` | ERC721 sol→wasm |
+| `erc1155_evm.hex` | ERC1155 EVM |
+| `sol_erc1155_wasm.hex` | ERC1155 sol→wasm |
+| `uniswapv2_factory_evm.hex` | Uniswap V2 Factory EVM |
+| `uniswapv2_router_evm.hex` | Uniswap V2 Router EVM |
+| `uniswapv2_erc20_evm.hex` | Uniswap pair token EVM |
+| `sol_uniswapv2_factory_wasm.hex` | Factory sol→wasm |
+| `sol_uniswapv2_router_wasm.hex` | Router sol→wasm |
+| `fib_evm.hex` | Fibonacci EVM |
+| `sol_fib_wasm.hex` | Fibonacci sol→wasm |
+| `c_fib_wasm.hex` | Fibonacci C→wasm (**hex only, no C source**) |
+| `counter_evm.hex` | Counter EVM |
+| `sol_counter_wasm.hex` | Counter sol→wasm |
+| `ecdsa_evm.hex` | ECDSA EVM |
+| `sol_ecdsa_wasm.hex` | ECDSA sol→wasm |
+| `poseidon_evm.hex` | Poseidon EVM |
+| `sol_poseidon_wasm.hex` | Poseidon sol→wasm |
+| `merkle_evm.hex` | Merkle Proof EVM |
+| `sol_merkle_wasm.hex` | Merkle Proof sol→wasm |
+| `generative_nft_evm.hex` | Generative NFT EVM |
+| `sol_generative_nft_wasm.hex` | Generative NFT sol→wasm |
+
+## bench_contract/ Sources
+
+| Directory / file | Description |
+|------------------|-------------|
+| `erc20/erc20.sol` | OpenZeppelin ERC20 + mint |
+| `erc721/erc721.sol` | OpenZeppelin ERC721 + mint |
+| `erc1155/erc1155.sol` | OpenZeppelin ERC1155 + mint |
+| `counter/counter.sol` | increase / decrease |
+| `fibonacci/fib.sol` | recursive fibonacci |
+| `uniswapv2/` (not included) | Factory / Router / Pair / ERC20 + libraries; upstream https://github.com/Uniswap/v2-core and https://github.com/Uniswap/v2-periphery (GPL-3.0-or-later); the bench uses the prebuilt hex under `bench_bytecode/` |
+| `ecdsa/` | P256 verify and its dependencies |
+| `poseidon/poseidon.sol` | Poseidon hash |
+| `merkle/MerkleProof.sol` | 10-level keccak256 Merkle proof verification |
+| `generative_nft/GenerativeNFT.sol` | on-chain SVG generative art (8 circles, keccak256 PRNG) |
+
+> The ERC721/1155/20 `.sol` files reference `@openzeppelin/contracts`; recompiling them requires resolving that dependency in the testbed build environment.
+
+## runner/ (not included; experiment archive only)
+
+| File | Description |
+|------|-------------|
+| `bench.cpp` | gtest implementation (~2456 lines): mock state, calldata assembly, rdtsc timing |
+| `gen_deploy.py` | hex → `gen_deploy.h` generator |
+| `BUILD` | original `test/vm_benchmark/` Bazel BUILD |
+
+## Raw-output Naming
+
+The runner writes one `.time` sample file per case under `raw_data/contracts/` (not included here). The naming convention is:
+
+| gtest prefix | `.time` filename |
+|--------------|------------------------------------|
+| Erc20Evm / SolErc20Wasm | `erc20evm.time`, `solerc20wasm.time` |
+| Erc721 / SolErc721 | `erc721evm.time`, `solerc721wasm.time` |
+| Erc1155 | `erc1155evm.time`, `solerc1155wasm.time` |
+| Uniswap | `uniswap.time`, `uniswap.wasm.time` |
+| Fib | `fibevm_opt.time`, `solfibwasm.time`, `cfibwasm.time` |
+| Counter | `counterevm_opt.time`, `solcounterwasm.time` |
diff --git a/benchmarks/paper/benchmarks/contracts/README.md b/benchmarks/paper/benchmarks/contracts/README.md
new file mode 100644
index 000000000..96f842236
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/README.md
@@ -0,0 +1,35 @@
+# Contract Benchmarks (vm_benchmark)
+
+The paper's **rich-semantic smart contract** microbenchmark: ERC20 / ERC721 / ERC1155 / Uniswap V2 / Fibonacci / Counter (plus ECDSA / Poseidon bytecode).
+
+Source: `test/vm_benchmark/` in the contract-testbed repository. The reproduction notes were distilled from the experiment notes.
+
+## Contents
+
+| Path | Contents |
+|------|----------|
+| `bench_contract/` | Solidity contract sources (Uniswap V2 source is not included — see [`../../SOURCES.md`](../../SOURCES.md) for upstream links) |
+| `bench_bytecode/` | prebuilt EVM / sol→wasm / C→wasm **hex artifacts** (no compile scripts) |
+| runner source | not included (gtest driver, calldata assembly, Bazel BUILD — experiment archive only); methodology in `CALLS.md` / `REPRODUCE.md` |
+| `CALLS.md` | per-case function under test, calldata, iteration counts |
+| `REPRODUCE.md` | build, run, environment, and measurement methodology |
+| `../../ENVIRONMENT.md` | 12-item environment/toolchain checklist (confirmed vs not recorded) |
+| `MANIFEST.md` | file inventory and gtest case mapping |
+| `SHA256SUMS` | integrity checksums |
+
+## Archived / Not Archived
+
+| Item | Status |
+|------|--------|
+| Solidity sources | ✅ |
+| EVM / sol-wasm / C-wasm hex artifacts | ✅ (`c_*.hex` are artifacts only, **no C sources**) |
+| Runner `bench.cpp` | exists in the archive; not included (depends on the source repo, cannot compile standalone) |
+| sol→evm / sol→wasm compile commands | ❌ absent from the archive |
+| C wasm sources | ❌ absent from the archive |
+| Self-contained binary | ❌ requires building `test_vmbench` inside the contract-testbed repo |
+
+## Index
+
+- Reproduction steps → [`REPRODUCE.md`](REPRODUCE.md)
+- Call parameters → [`CALLS.md`](CALLS.md)
+- gtest ↔ hex mapping → [`MANIFEST.md`](MANIFEST.md)
diff --git a/benchmarks/paper/benchmarks/contracts/REPRODUCE.md b/benchmarks/paper/benchmarks/contracts/REPRODUCE.md
new file mode 100644
index 000000000..086eb6e89
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/REPRODUCE.md
@@ -0,0 +1,146 @@
+# Contract Benchmark Reproduction
+
+Based on reproduction notes and `test/vm_benchmark/`.
+
+This directory archives the **sources, hex artifacts, and methodology**; a full run still requires compiling the runner inside the contract-testbed repository.
+
+## 1. Getting the Code
+
+The contract bench runner (`test_vmbench`, a gtest binary) builds only inside the contract-testbed repository's `test/vm_benchmark/`, which is not included. This directory already contains all contract sources and hex artifacts (verifiable with `SHA256SUMS`); methodology and parameters are in `CALLS.md`. External readers can reproduce the wasm-side experiments; the EVM comparison part is documented for methodology reference only.
+
+## 2. Building test_vmbench (source repository)
+
+At the root of the contract-testbed repository:
+
+```bash
+sh build.sh release.vmbench 6 false 2
+```
+
+Output: `test_vmbench` (gtest binary, depends on the EVM/DTVM stack in that repository).
+
+DTVM build macros used in the paper:
+
+```
+ZEN_ENABLE_JIT
+ZEN_ENABLE_SINGLEPASS_JIT
+ZEN_ENABLE_DWASM
+ZEN_ENABLE_CHECKED_ARITHMETIC
+```
+
+## 3. Running
+
+Single case:
+
+```bash
+./test_vmbench --gtest_filter=VMBenchTest.Erc20Evm
+./test_vmbench --gtest_filter=VMBenchTest.SolErc20Wasm
+```
+
+EVM vs DTVM (sol→wasm) comparison:
+
+```bash
+./test_vmbench --gtest_filter=VMBenchTest.Erc20Evm:VMBenchTest.SolErc20Wasm
+```
+
+### Paper Cases (gtest names)
+
+| Workload | EVM | sol→wasm | C→wasm |
+|----------|-----|----------|--------|
+| ERC20 `transfer` | `Erc20Evm` | `SolErc20Wasm` | `CErc20Wasm` (may be commented out on the branch) |
+| ERC721 `transferFrom` | `Erc721Evm` | `SolErc721Wasm` | — |
+| ERC1155 `safeTransferFrom` | `Erc1155Evm` | `SolErc1155Wasm` | — |
+| Uniswap V2 `swapExactTokensForTokens` | `UniswapV2Evm` | `SolUniswapV2Wasm` | — |
+| Fibonacci | `FibEvm` | `SolFibWasm` | `CFibWasm` |
+| Counter `increase` | `CounterEvm` | `SolCounterWasm` | — |
+| ECDSA R1 verify | `ECDSAEvm` | `SolECDSAWasm` | — |
+| Poseidon | `PoseidonEvm` | `SolPoseidonWasm` | — |
+| Merkle Proof verify | `MerkleProofEvm` | `SolMerkleProofWasm` | — |
+| Generative NFT generate | `GenerativeNFTEvm` | `SolGenerativeNFTWasm` | — |
+
+Call details: [`CALLS.md`](CALLS.md).
+
+## 4. Experiment Environment (paper)
+
+**Test machine (confirmed in experiment notes):** compute-optimized **c7, 8C16G**, **Intel(R) Xeon(R) Platinum 8369B CPU @ 2.70GHz**
+
+The full 12-item environment checklist is in [`ENVIRONMENT.md`](../../ENVIRONMENT.md). Hardware/CPU items:
+
+| Item | Value | Note |
+|------|-------|------|
+| Machine | compute-optimized **c7, 8C16G** | experiment notes (0422 archive) |
+| CPU | **Intel Xeon Platinum 8369B @ 2.70GHz** | experiment notes |
+| Workload shape | **serial** microbenchmark | notes: "1C is enough"; no pinning recorded |
+| OS / Kernel | **not recorded** | only known to be Linux (runner reads `/proc/cpuinfo`) |
+| Docker / dedicated host / governor / background load | **not recorded** | — |
+| Observed frequency | `/proc/cpuinfo` → **cpu MHz ≈ 2699.998** | not a manual cpufreq step |
+| Turbo Boost | **off** | experiment notes + archived runner-source comment |
+| Cache clearing | **not recorded** | State / Module LRU caches **are reused** during measurement |
+| Iterations | **10000** per measured tx, average cycles | experiment notes |
+
+## 5. Measurement Methodology
+
+- **`rdtsc`** records CPU cycles, converted to time via the CPU frequency.
+- Measurement target: **pure VM execute after instance creation** (intended to exclude load-module / create-instance; the exact boundaries are the `__rdtsc()` sites in the archived runner source).
+- EVM path: `evmone`; wasm contract path: DTVM **MultipassMode**.
+- Modules are LRU-cached by **code_hash + spec_version** (size=32); each call still **creates a new Instance**.
+- The ERC20 measured transfer uses `MockedExecute` (unlike `Execute` in other cases).
+- Mock state: `ReadAccount` only initializes the `from` balance; `ReadStorage` returns empty; `EVMContext` is the default `{}`.
+
+## 6. raw_data Mapping
+
+| Output | Path |
+|--------|------|
+| Raw cycles samples | per-iteration `.time` files are not included |
+| Figures | not included (regenerate from fresh benchmark output) |
+
+## 7. Known Gaps
+
+- **No** C sources for `c_erc20_wasm` / `c_fib_wasm` (only `.hex` artifacts).
+- `test_vmbench` depends on the source repository and cannot be built standalone here.
+
+## 8. Wasm Compilation (Merkle Proof / Generative NFT)
+
+The sol→wasm compilation for the newer Merkle Proof and Generative NFT cases used **DTVM_SolSDK v0.1.1**:
+
+```bash
+# Install DTVM_SolSDK (prebuilt package)
+tar xzf DTVM_SolSDK-v0.1.1-ubuntu22.04.tar.gz
+export YUL2WASM=DTVM_SolSDK-26844a8-Linux/yul2wasm
+
+# MerkleProof
+solc --ir --optimize-yul -o /tmp/merkle_yul --overwrite MerkleProof.sol
+$YUL2WASM --input /tmp/merkle_yul/MerkleProof.yul --output MerkleProof.wasm
+
+# GenerativeNFT
+solc --ir --optimize-yul -o /tmp/gennft_yul --overwrite GenerativeNFT.sol
+$YUL2WASM --input /tmp/gennft_yul/GenerativeNFT.yul --output GenerativeNFT.wasm
+```
+
+## 9. Contract Microbenchmark Results (evmone 0.21.0 vs DTVM)
+
+Environment: Linux x86_64 CentOS (c7 8C16G, Xeon 8369B), evmone 0.21.0 (local source build), DTVM multipass JIT.
+Build command: `sh build.sh release.vmbench 6 false 2` (`OP_VM_TYPE=2`, i.e. multipass).
+Each measured tx repeated **10000** times; average CPU cycles (`rdtsc`) converted to time.
+
+| Workload | evmone 0.21.0 (EVM) | DTVM (sol→wasm) | DTVM/evmone |
+|----------|--------------------:|----------------:|:-----------:|
+| ERC20 transfer | 19.67 us | 25.11 us | 0.78x |
+| ERC721 transferFrom | — | — | — |
+| ERC1155 safeTransfer | — | — | — |
+| UniswapV2 swap | — | — | — |
+| ECDSA verify | 1322.46 us | 14.31 us | **92.4x** |
+| Poseidon hash | — | — | — |
+| Fibonacci(30) | 180,385 us | 67,853 us | **2.66x** |
+| Counter increase | 8.72 us | 16.13 us | 0.54x |
+| **Merkle Proof (MiMC)** | 2268.45 us | 565.36 us | **4.01x** |
+| **Generative NFT (MiMC sponge)** | 1944.97 us | 657.63 us | **2.96x** |
+
+> DTVM/evmone > 1 means DTVM is faster.
+>
+> **Merkle Proof** uses MiMC hashing (91-round x^7 mod P S-box), 10 verification rounds, 20-node proofs each.
+> The mix of `addmod`/`mulmod`/`keccak256` plus loop control flow favors the DTVM JIT.
+>
+> **Generative NFT** uses an MiMC sponge for deterministic on-chain attribute generation, 8 layers with 2 sponge absorptions each — again dominated by compute-heavy cryptographic primitives.
+>
+> Compute-dense cases like ECDSA and Fibonacci show the largest DTVM advantage (92x / 2.7x).
+> Simple contracts such as ERC20/Counter favor evmone because wasm carries extra serialization/dispatch overhead.
diff --git a/benchmarks/paper/benchmarks/contracts/SHA256SUMS b/benchmarks/paper/benchmarks/contracts/SHA256SUMS
new file mode 100644
index 000000000..54a23c3f6
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/SHA256SUMS
@@ -0,0 +1,53 @@
+9070a82415423927731c616c896377a1c8a179d6c3e0369ddbefb29e64956c9f  bench_bytecode/c_erc20_wasm.hex
+55c650de4d41dcead200b1383012e34c7a4b3dfa6c4161b23f9faf5cdb71d672  bench_bytecode/c_fib_wasm.hex
+36a08335acbf35e814a7b043f4012387620714a298a06857df97dd0d71bc8002  bench_bytecode/counter_evm.hex
+4919dd0d829cf861d980f00ba13e110c5062503e9f4c3520f7cd20ff64e46b82  bench_bytecode/ecdsa_evm.hex
+71fd6ed4578675018da111a351727f14ad974a59e2ea95fda9240b373f7121c8  bench_bytecode/erc1155_evm.hex
+69745f1db13d8dd4c8ba0a3a6bcea4e45b8a8613f2276a344468145eddfba306  bench_bytecode/erc20_evm.hex
+46f47fca2f9084632e4981fb67e7818bf03148dbd74548d4abdf5a71138e57dd  bench_bytecode/erc721_evm.hex
+94aac92783e146325ae8e887a6b76a9314b92b8994c8721cbd43b9424f020a08  bench_bytecode/fib_evm.hex
+93afd85ff796ccf63adcd405f607f0e4285e3ffc6846111eae7eb0b019d34bef  bench_bytecode/generative_nft_evm.hex
+b1655a6d2560f4893a8ab37477aa508df171391cd7252f4b0bc8aa3191742ca8  bench_bytecode/merkle_evm.hex
+ba7a4610bf316b15329cdd3f61ce41b64c58c25b1eb1cad6f76f79ee1ee73ae5  bench_bytecode/poseidon_evm.hex
+0694802330803bb3d20dfb380767ab76c3edeb5ad4c8e61a4e48c06630d280a8  bench_bytecode/sol_counter_wasm.hex
+b6f5f1a9f70b79b175230e26111efa1779d1d6cdc593a80f0a23fa39cc1ad815  bench_bytecode/sol_ecdsa_wasm.hex
+2bfe784a4115ffea3acbc229cd2f11255cb1aa8bd2051a5ce85cfbf8af2b8c47  bench_bytecode/sol_erc1155_wasm.hex
+effd6ff41285d024cacda492131d98d0f2c998e37823ff9928721d3d22afb5c7  bench_bytecode/sol_erc20_wasm.hex
+8e05215bbdb590e7939285f6a47d58340c0eeb1990f57737660b74d1933432b5  bench_bytecode/sol_erc721_wasm.hex
+77a2311520da0f65f4b2e8b0cc18915729e67827b63490e6f7829be5b1ec6f98  bench_bytecode/sol_fib_wasm.hex
+ef5aaff94954d9504764832b997321a35e814e2a41b7b9d1a0c4901cd772e83a  bench_bytecode/sol_generative_nft_wasm.hex
+1853262fd5dc949d241932477ef2a4e1f4ad90b03f3dfd82a0d4d947e3746736  bench_bytecode/sol_merkle_wasm.hex
+bb5b3edd8f111edde3dc6fb796da66206c40d9748be9a15e4ac5680d51c38050  bench_bytecode/sol_poseidon_wasm.hex
+4f1875d2f6fb58d1e09b71581f1928b516b87f41b03aabed171da1dbed82888b  bench_bytecode/sol_uniswapv2_factory_wasm.hex
+cd24ce9cf55b427568ce50ef08d76dfc9e3e4afba2be608f5edc7c28f091b227  bench_bytecode/sol_uniswapv2_router_wasm.hex
+b1dfd06727b1ef62b0788248f843b3c68dac4a2751c88f1d1afedbb9a64eb131  bench_bytecode/uniswapv2_erc20_evm.hex
+576249afcebeca384b15893d9f2d3dffff094eafa186c503e99dae72e0c114d7  bench_bytecode/uniswapv2_factory_evm.hex
+5c3c849fdc4bf8edf20ce9289dec2a8042a4ca618a5e642a5ee64d8a45bdb1b5  bench_bytecode/uniswapv2_router_evm.hex
+2450c1dcaa12799ead027dd8279b737569b9445f8aa2949c343bfdd3fdfbafdb  bench_contract/counter/counter.sol
+b29927a5dbe715f4d95685ffdd6efb7f0232b98a2de08bff101f27671103c858  bench_contract/counter/counter.wasm
+0704b9d6c032cca8512a3bc3f30f49f86f1f03102d2896a3d23e794b82efea66  bench_contract/ecdsa/Errors.sol
+3f31917e4814473203471fe17593758f77d75799e8c34d992128f90810e6702a  bench_contract/ecdsa/Math.sol
+c8860207752ab4ca057837214a7fb692b5f0943d34eee69adc6f66c0850df6a2  bench_contract/ecdsa/P256.sol
+270fc8401c1a13fae6a7a4a2dd6e381b95d658896701e51f0d3e2688acab3dec  bench_contract/ecdsa/Panic.sol
+9769274bf53f26a7c7896c526ea1980dc9bea5bf5c2a5fd04870008c4afc1de9  bench_contract/ecdsa/SafeCast.sol
+6b52b491a0719337b4429b7a9d22e3c2ac0012eefd07ff74270063b38deaf9a5  bench_contract/ecdsa/ecdsa.sol
+b6b50601c902ce0ecf065e461219fd5b5ef36ada76f813610519cf2091dcc6c6  bench_contract/ecdsa/ecdsa.wasm
+e2a65433be49c7eaa839f4a5fb7bfc93292476be904f75f0d9f3f67dbe1f8931  bench_contract/erc1155/erc1155.sol
+db58501ba952032a0b0e916de1d3b92393f710e4e36e2a005fa237919bd66ef0  bench_contract/erc1155/erc1155.wasm
+f59a6922496018f1004d94c935d6147e0586a80aebd84ca310297b60d3fac25e  bench_contract/erc1155/sol_erc1155.wasm
+37b5ddd51fec31257feb31c4b9d7bd2b5a9ab224c2a89d79630e1e368fde62ff  bench_contract/erc20/erc20.sol
+9062d69da8330f24f2f153d68c46958d5d6afff630ecee13c4f588a5c51793e5  bench_contract/erc20/erc20.wasm
+74d3f3df0feb9322e669ef9ee78bf1d0471504a9d7fe9980c356d136432ca226  bench_contract/erc20/sol_erc20.wasm
+c04f2afff8c9b13bc79d6d4ca6a419231045c1606c867da9e84f249cc8c1a5d0  bench_contract/erc721/erc721.sol
+e78ea0fea204ed8e686a9fa0dad66cb92f0b54480749be02738cda9bd723bf5e  bench_contract/erc721/erc721.wasm
+b89d619402ad99b86e80502f4ef57c30a4bf512d21b45a43088bbf2cd7c34605  bench_contract/erc721/sol_erc721.wasm
+73a25f7e2535cba0ad25580d093e29b35fef47fb6f7120feb00e03a0c150c0c1  bench_contract/fibonacci/c_fib.wasm
+cb1b468a1ff206a39e5f393815da53901f3fc64aa86ef17ff2354286c2a78a16  bench_contract/fibonacci/fib.sol
+fc0033adeee85f96422fa9c9247a2717ce40efc6b61bf99e4d8482b9b71bb65b  bench_contract/fibonacci/fib.wasm
+c34728c6d1ac12cec7e917deed344e99da91b11e896ee75bac12095c54070860  bench_contract/fibonacci/sol_fib.wasm
+50b1d52850a1d404a1b83bbc1f2495d3701ecafaf5c67f00aec7cb356fe17733  bench_contract/generative_nft/GenerativeNFT.sol
+3a9e6d1ccac2f0af6ca3f8cc33f2cee76a100bce5e4031e0bbfa2fc985e2f12f  bench_contract/generative_nft/GenerativeNFT.wasm
+34b79231f2efd8ad1c021a93ab9a2890f7bb4adcc663172dc0bbd3cec5c3a1f0  bench_contract/merkle/MerkleProof.sol
+32c700605b302f3f69af1e1242a01f476b9eb481dc5a6bd43276be89011f3ae0  bench_contract/merkle/MerkleProof.wasm
+1e49516dae0cc9e5d57512b344fa2375c8e39fb2ce6de67dff6a8d31facab65a  bench_contract/poseidon/Poseidon.wasm
+b3fb1c2cc1590fb724e21ebb688db07a3b7f0d55157696a4351c583c859f3683  bench_contract/poseidon/poseidon.sol
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/c_erc20_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/c_erc20_wasm.hex
new file mode 100644
index 000000000..67b6b85d7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/c_erc20_wasm.hex
@@ -0,0 +1 @@
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
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/c_fib_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/c_fib_wasm.hex
new file mode 100644
index 000000000..a01aecd3b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/c_fib_wasm.hex
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/counter_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/counter_evm.hex
new file mode 100644
index 000000000..ac92d33aa
--- /dev/null
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/ecdsa_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/ecdsa_evm.hex
new file mode 100644
index 000000000..d8a0db976
--- /dev/null
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc1155_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc1155_evm.hex
new file mode 100644
index 000000000..291f90434
--- /dev/null
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc20_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc20_evm.hex
new file mode 100644
index 000000000..bd81f5021
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc20_evm.hex
@@ -0,0 +1 @@
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc721_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc721_evm.hex
new file mode 100644
index 000000000..85dad1ab1
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/erc721_evm.hex
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/fib_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/fib_evm.hex
new file mode 100644
index 000000000..b68a78b10
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/fib_evm.hex
@@ -0,0 +1 @@
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/generative_nft_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/generative_nft_evm.hex
new file mode 100644
index 000000000..dd2cd743d
--- /dev/null
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/merkle_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/merkle_evm.hex
new file mode 100644
index 000000000..06e742ac5
--- /dev/null
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/poseidon_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/poseidon_evm.hex
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_counter_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_counter_wasm.hex
new file mode 100644
index 000000000..f955377f4
--- /dev/null
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@@ -0,0 +1 @@
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_ecdsa_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_ecdsa_wasm.hex
new file mode 100644
index 000000000..05a410702
--- /dev/null
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc1155_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc1155_wasm.hex
new file mode 100644
index 000000000..33c839568
--- /dev/null
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@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc20_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc20_wasm.hex
new file mode 100644
index 000000000..5deadf927
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc20_wasm.hex
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc721_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc721_wasm.hex
new file mode 100644
index 000000000..5c3d9d257
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_erc721_wasm.hex
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_fib_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_fib_wasm.hex
new file mode 100644
index 000000000..cfec128ef
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_fib_wasm.hex
@@ -0,0 +1 @@
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_generative_nft_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_generative_nft_wasm.hex
new file mode 100644
index 000000000..6f18b55fc
--- /dev/null
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_merkle_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_merkle_wasm.hex
new file mode 100644
index 000000000..8db80c0c2
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_merkle_wasm.hex
@@ -0,0 +1 @@
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_poseidon_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_poseidon_wasm.hex
new file mode 100644
index 000000000..a20f8cdae
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_poseidon_wasm.hex
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_uniswapv2_factory_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_uniswapv2_factory_wasm.hex
new file mode 100644
index 000000000..c7ab90dbc
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_uniswapv2_factory_wasm.hex
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_uniswapv2_router_wasm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_uniswapv2_router_wasm.hex
new file mode 100644
index 000000000..8b65c8114
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/sol_uniswapv2_router_wasm.hex
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_erc20_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_erc20_evm.hex
new file mode 100644
index 000000000..2443d64f6
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_erc20_evm.hex
@@ -0,0 +1 @@
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diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_factory_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_factory_evm.hex
new file mode 100644
index 000000000..f7024dfe4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_factory_evm.hex
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_router_evm.hex b/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_router_evm.hex
new file mode 100644
index 000000000..0f0d75f42
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_bytecode/uniswapv2_router_evm.hex
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/counter/counter.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/counter/counter.sol
new file mode 100644
index 000000000..cb07d41a6
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/counter/counter.sol
@@ -0,0 +1,14 @@
+pragma solidity ^0.8.0;
+ 
+contract counter{
+ 
+    uint public count;
+ 
+    function increase() public {
+        count++;
+    }
+     
+    function decrease() public{
+        count--;
+    }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/counter/counter.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/counter/counter.wasm
new file mode 100644
index 000000000..38e305b48
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/counter/counter.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b29927a5dbe715f4d95685ffdd6efb7f0232b98a2de08bff101f27671103c858
+size 7233
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Errors.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Errors.sol
new file mode 100644
index 000000000..442fc1892
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Errors.sol
@@ -0,0 +1,34 @@
+// SPDX-License-Identifier: MIT
+// OpenZeppelin Contracts (last updated v5.1.0) (utils/Errors.sol)
+
+pragma solidity ^0.8.20;
+
+/**
+ * @dev Collection of common custom errors used in multiple contracts
+ *
+ * IMPORTANT: Backwards compatibility is not guaranteed in future versions of the library.
+ * It is recommended to avoid relying on the error API for critical functionality.
+ *
+ * _Available since v5.1._
+ */
+library Errors {
+    /**
+     * @dev The ETH balance of the account is not enough to perform the operation.
+     */
+    error InsufficientBalance(uint256 balance, uint256 needed);
+
+    /**
+     * @dev A call to an address target failed. The target may have reverted.
+     */
+    error FailedCall();
+
+    /**
+     * @dev The deployment failed.
+     */
+    error FailedDeployment();
+
+    /**
+     * @dev A necessary precompile is missing.
+     */
+    error MissingPrecompile(address);
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Math.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Math.sol
new file mode 100644
index 000000000..7a4fe2b63
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Math.sol
@@ -0,0 +1,749 @@
+// SPDX-License-Identifier: MIT
+// OpenZeppelin Contracts (last updated v5.1.0) (utils/math/Math.sol)
+
+pragma solidity ^0.8.20;
+
+import {Panic} from "./Panic.sol";
+import {SafeCast} from "./SafeCast.sol";
+
+/**
+ * @dev Standard math utilities missing in the Solidity language.
+ */
+library Math {
+    enum Rounding {
+        Floor, // Toward negative infinity
+        Ceil, // Toward positive infinity
+        Trunc, // Toward zero
+        Expand // Away from zero
+    }
+
+    /**
+     * @dev Return the 512-bit addition of two uint256.
+     *
+     * The result is stored in two 256 variables such that sum = high * 2²⁵⁶ + low.
+     */
+    function add512(uint256 a, uint256 b) internal pure returns (uint256 high, uint256 low) {
+        assembly ("memory-safe") {
+            low := add(a, b)
+            high := lt(low, a)
+        }
+    }
+
+    /**
+     * @dev Return the 512-bit multiplication of two uint256.
+     *
+     * The result is stored in two 256 variables such that product = high * 2²⁵⁶ + low.
+     */
+    function mul512(uint256 a, uint256 b) internal pure returns (uint256 high, uint256 low) {
+        // 512-bit multiply [high low] = x * y. Compute the product mod 2²⁵⁶ and mod 2²⁵⁶ - 1, then use
+        // the Chinese Remainder Theorem to reconstruct the 512 bit result. The result is stored in two 256
+        // variables such that product = high * 2²⁵⁶ + low.
+        assembly ("memory-safe") {
+            let mm := mulmod(a, b, not(0))
+            low := mul(a, b)
+            high := sub(sub(mm, low), lt(mm, low))
+        }
+    }
+
+    /**
+     * @dev Returns the addition of two unsigned integers, with a success flag (no overflow).
+     */
+    function tryAdd(uint256 a, uint256 b) internal pure returns (bool success, uint256 result) {
+        unchecked {
+            uint256 c = a + b;
+            success = c >= a;
+            result = c * SafeCast.toUint(success);
+        }
+    }
+
+    /**
+     * @dev Returns the subtraction of two unsigned integers, with a success flag (no overflow).
+     */
+    function trySub(uint256 a, uint256 b) internal pure returns (bool success, uint256 result) {
+        unchecked {
+            uint256 c = a - b;
+            success = c <= a;
+            result = c * SafeCast.toUint(success);
+        }
+    }
+
+    /**
+     * @dev Returns the multiplication of two unsigned integers, with a success flag (no overflow).
+     */
+    function tryMul(uint256 a, uint256 b) internal pure returns (bool success, uint256 result) {
+        unchecked {
+            uint256 c = a * b;
+            assembly ("memory-safe") {
+                // Only true when the multiplication doesn't overflow
+                // (c / a == b) || (a == 0)
+                success := or(eq(div(c, a), b), iszero(a))
+            }
+            // equivalent to: success ? c : 0
+            result = c * SafeCast.toUint(success);
+        }
+    }
+
+    /**
+     * @dev Returns the division of two unsigned integers, with a success flag (no division by zero).
+     */
+    function tryDiv(uint256 a, uint256 b) internal pure returns (bool success, uint256 result) {
+        unchecked {
+            success = b > 0;
+            assembly ("memory-safe") {
+                // The `DIV` opcode returns zero when the denominator is 0.
+                result := div(a, b)
+            }
+        }
+    }
+
+    /**
+     * @dev Returns the remainder of dividing two unsigned integers, with a success flag (no division by zero).
+     */
+    function tryMod(uint256 a, uint256 b) internal pure returns (bool success, uint256 result) {
+        unchecked {
+            success = b > 0;
+            assembly ("memory-safe") {
+                // The `MOD` opcode returns zero when the denominator is 0.
+                result := mod(a, b)
+            }
+        }
+    }
+
+    /**
+     * @dev Unsigned saturating addition, bounds to `2²⁵⁶ - 1` instead of overflowing.
+     */
+    function saturatingAdd(uint256 a, uint256 b) internal pure returns (uint256) {
+        (bool success, uint256 result) = tryAdd(a, b);
+        return ternary(success, result, type(uint256).max);
+    }
+
+    /**
+     * @dev Unsigned saturating subtraction, bounds to zero instead of overflowing.
+     */
+    function saturatingSub(uint256 a, uint256 b) internal pure returns (uint256) {
+        (, uint256 result) = trySub(a, b);
+        return result;
+    }
+
+    /**
+     * @dev Unsigned saturating multiplication, bounds to `2²⁵⁶ - 1` instead of overflowing.
+     */
+    function saturatingMul(uint256 a, uint256 b) internal pure returns (uint256) {
+        (bool success, uint256 result) = tryMul(a, b);
+        return ternary(success, result, type(uint256).max);
+    }
+
+    /**
+     * @dev Branchless ternary evaluation for `a ? b : c`. Gas costs are constant.
+     *
+     * IMPORTANT: This function may reduce bytecode size and consume less gas when used standalone.
+     * However, the compiler may optimize Solidity ternary operations (i.e. `a ? b : c`) to only compute
+     * one branch when needed, making this function more expensive.
+     */
+    function ternary(bool condition, uint256 a, uint256 b) internal pure returns (uint256) {
+        unchecked {
+            // branchless ternary works because:
+            // b ^ (a ^ b) == a
+            // b ^ 0 == b
+            return b ^ ((a ^ b) * SafeCast.toUint(condition));
+        }
+    }
+
+    /**
+     * @dev Returns the largest of two numbers.
+     */
+    function max(uint256 a, uint256 b) internal pure returns (uint256) {
+        return ternary(a > b, a, b);
+    }
+
+    /**
+     * @dev Returns the smallest of two numbers.
+     */
+    function min(uint256 a, uint256 b) internal pure returns (uint256) {
+        return ternary(a < b, a, b);
+    }
+
+    /**
+     * @dev Returns the average of two numbers. The result is rounded towards
+     * zero.
+     */
+    function average(uint256 a, uint256 b) internal pure returns (uint256) {
+        // (a + b) / 2 can overflow.
+        return (a & b) + (a ^ b) / 2;
+    }
+
+    /**
+     * @dev Returns the ceiling of the division of two numbers.
+     *
+     * This differs from standard division with `/` in that it rounds towards infinity instead
+     * of rounding towards zero.
+     */
+    function ceilDiv(uint256 a, uint256 b) internal pure returns (uint256) {
+        if (b == 0) {
+            // Guarantee the same behavior as in a regular Solidity division.
+            Panic.panic(Panic.DIVISION_BY_ZERO);
+        }
+
+        // The following calculation ensures accurate ceiling division without overflow.
+        // Since a is non-zero, (a - 1) / b will not overflow.
+        // The largest possible result occurs when (a - 1) / b is type(uint256).max,
+        // but the largest value we can obtain is type(uint256).max - 1, which happens
+        // when a = type(uint256).max and b = 1.
+        unchecked {
+            return SafeCast.toUint(a > 0) * ((a - 1) / b + 1);
+        }
+    }
+
+    /**
+     * @dev Calculates floor(x * y / denominator) with full precision. Throws if result overflows a uint256 or
+     * denominator == 0.
+     *
+     * Original credit to Remco Bloemen under MIT license (https://xn--2-umb.com/21/muldiv) with further edits by
+     * Uniswap Labs also under MIT license.
+     */
+    function mulDiv(uint256 x, uint256 y, uint256 denominator) internal pure returns (uint256 result) {
+        unchecked {
+            (uint256 high, uint256 low) = mul512(x, y);
+
+            // Handle non-overflow cases, 256 by 256 division.
+            if (high == 0) {
+                // Solidity will revert if denominator == 0, unlike the div opcode on its own.
+                // The surrounding unchecked block does not change this fact.
+                // See https://docs.soliditylang.org/en/latest/control-structures.html#checked-or-unchecked-arithmetic.
+                return low / denominator;
+            }
+
+            // Make sure the result is less than 2²⁵⁶. Also prevents denominator == 0.
+            if (denominator <= high) {
+                Panic.panic(ternary(denominator == 0, Panic.DIVISION_BY_ZERO, Panic.UNDER_OVERFLOW));
+            }
+
+            ///////////////////////////////////////////////
+            // 512 by 256 division.
+            ///////////////////////////////////////////////
+
+            // Make division exact by subtracting the remainder from [high low].
+            uint256 remainder;
+            assembly ("memory-safe") {
+                // Compute remainder using mulmod.
+                remainder := mulmod(x, y, denominator)
+
+                // Subtract 256 bit number from 512 bit number.
+                high := sub(high, gt(remainder, low))
+                low := sub(low, remainder)
+            }
+
+            // Factor powers of two out of denominator and compute largest power of two divisor of denominator.
+            // Always >= 1. See https://cs.stackexchange.com/q/138556/92363.
+
+            uint256 twos = denominator & (0 - denominator);
+            assembly ("memory-safe") {
+                // Divide denominator by twos.
+                denominator := div(denominator, twos)
+
+                // Divide [high low] by twos.
+                low := div(low, twos)
+
+                // Flip twos such that it is 2²⁵⁶ / twos. If twos is zero, then it becomes one.
+                twos := add(div(sub(0, twos), twos), 1)
+            }
+
+            // Shift in bits from high into low.
+            low |= high * twos;
+
+            // Invert denominator mod 2²⁵⁶. Now that denominator is an odd number, it has an inverse modulo 2²⁵⁶ such
+            // that denominator * inv ≡ 1 mod 2²⁵⁶. Compute the inverse by starting with a seed that is correct for
+            // four bits. That is, denominator * inv ≡ 1 mod 2⁴.
+            uint256 inverse = (3 * denominator) ^ 2;
+
+            // Use the Newton-Raphson iteration to improve the precision. Thanks to Hensel's lifting lemma, this also
+            // works in modular arithmetic, doubling the correct bits in each step.
+            inverse *= 2 - denominator * inverse; // inverse mod 2⁸
+            inverse *= 2 - denominator * inverse; // inverse mod 2¹⁶
+            inverse *= 2 - denominator * inverse; // inverse mod 2³²
+            inverse *= 2 - denominator * inverse; // inverse mod 2⁶⁴
+            inverse *= 2 - denominator * inverse; // inverse mod 2¹²⁸
+            inverse *= 2 - denominator * inverse; // inverse mod 2²⁵⁶
+
+            // Because the division is now exact we can divide by multiplying with the modular inverse of denominator.
+            // This will give us the correct result modulo 2²⁵⁶. Since the preconditions guarantee that the outcome is
+            // less than 2²⁵⁶, this is the final result. We don't need to compute the high bits of the result and high
+            // is no longer required.
+            result = low * inverse;
+            return result;
+        }
+    }
+
+    /**
+     * @dev Calculates x * y / denominator with full precision, following the selected rounding direction.
+     */
+    function mulDiv(uint256 x, uint256 y, uint256 denominator, Rounding rounding) internal pure returns (uint256) {
+        return mulDiv(x, y, denominator) + SafeCast.toUint(unsignedRoundsUp(rounding) && mulmod(x, y, denominator) > 0);
+    }
+
+    /**
+     * @dev Calculates floor(x * y >> n) with full precision. Throws if result overflows a uint256.
+     */
+    function mulShr(uint256 x, uint256 y, uint8 n) internal pure returns (uint256 result) {
+        unchecked {
+            (uint256 high, uint256 low) = mul512(x, y);
+            if (high >= 1 << n) {
+                Panic.panic(Panic.UNDER_OVERFLOW);
+            }
+            return (high << (256 - n)) | (low >> n);
+        }
+    }
+
+    /**
+     * @dev Calculates x * y >> n with full precision, following the selected rounding direction.
+     */
+    function mulShr(uint256 x, uint256 y, uint8 n, Rounding rounding) internal pure returns (uint256) {
+        return mulShr(x, y, n) + SafeCast.toUint(unsignedRoundsUp(rounding) && mulmod(x, y, 1 << n) > 0);
+    }
+
+    /**
+     * @dev Calculate the modular multiplicative inverse of a number in Z/nZ.
+     *
+     * If n is a prime, then Z/nZ is a field. In that case all elements are inversible, except 0.
+     * If n is not a prime, then Z/nZ is not a field, and some elements might not be inversible.
+     *
+     * If the input value is not inversible, 0 is returned.
+     *
+     * NOTE: If you know for sure that n is (big) a prime, it may be cheaper to use Fermat's little theorem and get the
+     * inverse using `Math.modExp(a, n - 2, n)`. See {invModPrime}.
+     */
+    function invMod(uint256 a, uint256 n) internal pure returns (uint256) {
+        unchecked {
+            if (n == 0) return 0;
+
+            // The inverse modulo is calculated using the Extended Euclidean Algorithm (iterative version)
+            // Used to compute integers x and y such that: ax + ny = gcd(a, n).
+            // When the gcd is 1, then the inverse of a modulo n exists and it's x.
+            // ax + ny = 1
+            // ax = 1 + (-y)n
+            // ax ≡ 1 (mod n) # x is the inverse of a modulo n
+
+            // If the remainder is 0 the gcd is n right away.
+            uint256 remainder = a % n;
+            uint256 gcd = n;
+
+            // Therefore the initial coefficients are:
+            // ax + ny = gcd(a, n) = n
+            // 0a + 1n = n
+            int256 x = 0;
+            int256 y = 1;
+
+            while (remainder != 0) {
+                uint256 quotient = gcd / remainder;
+
+                (gcd, remainder) = (
+                    // The old remainder is the next gcd to try.
+                    remainder,
+                    // Compute the next remainder.
+                    // Can't overflow given that (a % gcd) * (gcd // (a % gcd)) <= gcd
+                    // where gcd is at most n (capped to type(uint256).max)
+                    gcd - remainder * quotient
+                );
+
+                (x, y) = (
+                    // Increment the coefficient of a.
+                    y,
+                    // Decrement the coefficient of n.
+                    // Can overflow, but the result is casted to uint256 so that the
+                    // next value of y is "wrapped around" to a value between 0 and n - 1.
+                    x - y * int256(quotient)
+                );
+            }
+
+            if (gcd != 1) return 0; // No inverse exists.
+            return ternary(x < 0, n - uint256(-x), uint256(x)); // Wrap the result if it's negative.
+        }
+    }
+
+    /**
+     * @dev Variant of {invMod}. More efficient, but only works if `p` is known to be a prime greater than `2`.
+     *
+     * From https://en.wikipedia.org/wiki/Fermat%27s_little_theorem[Fermat's little theorem], we know that if p is
+     * prime, then `a**(p-1) ≡ 1 mod p`. As a consequence, we have `a * a**(p-2) ≡ 1 mod p`, which means that
+     * `a**(p-2)` is the modular multiplicative inverse of a in Fp.
+     *
+     * NOTE: this function does NOT check that `p` is a prime greater than `2`.
+     */
+    function invModPrime(uint256 a, uint256 p) internal view returns (uint256) {
+        unchecked {
+            return Math.modExp(a, p - 2, p);
+        }
+    }
+
+    /**
+     * @dev Returns the modular exponentiation of the specified base, exponent and modulus (b ** e % m)
+     *
+     * Requirements:
+     * - modulus can't be zero
+     * - underlying staticcall to precompile must succeed
+     *
+     * IMPORTANT: The result is only valid if the underlying call succeeds. When using this function, make
+     * sure the chain you're using it on supports the precompiled contract for modular exponentiation
+     * at address 0x05 as specified in https://eips.ethereum.org/EIPS/eip-198[EIP-198]. Otherwise,
+     * the underlying function will succeed given the lack of a revert, but the result may be incorrectly
+     * interpreted as 0.
+     */
+    function modExp(uint256 b, uint256 e, uint256 m) internal view returns (uint256) {
+        (bool success, uint256 result) = tryModExp(b, e, m);
+        if (!success) {
+            Panic.panic(Panic.DIVISION_BY_ZERO);
+        }
+        return result;
+    }
+
+    /**
+     * @dev Returns the modular exponentiation of the specified base, exponent and modulus (b ** e % m).
+     * It includes a success flag indicating if the operation succeeded. Operation will be marked as failed if trying
+     * to operate modulo 0 or if the underlying precompile reverted.
+     *
+     * IMPORTANT: The result is only valid if the success flag is true. When using this function, make sure the chain
+     * you're using it on supports the precompiled contract for modular exponentiation at address 0x05 as specified in
+     * https://eips.ethereum.org/EIPS/eip-198[EIP-198]. Otherwise, the underlying function will succeed given the lack
+     * of a revert, but the result may be incorrectly interpreted as 0.
+     */
+    function tryModExp(uint256 b, uint256 e, uint256 m) internal view returns (bool success, uint256 result) {
+        if (m == 0) return (false, 0);
+        assembly ("memory-safe") {
+            let ptr := mload(0x40)
+            // | Offset    | Content    | Content (Hex)                                                      |
+            // |-----------|------------|--------------------------------------------------------------------|
+            // | 0x00:0x1f | size of b  | 0x0000000000000000000000000000000000000000000000000000000000000020 |
+            // | 0x20:0x3f | size of e  | 0x0000000000000000000000000000000000000000000000000000000000000020 |
+            // | 0x40:0x5f | size of m  | 0x0000000000000000000000000000000000000000000000000000000000000020 |
+            // | 0x60:0x7f | value of b | 0x<.............................................................b> |
+            // | 0x80:0x9f | value of e | 0x<.............................................................e> |
+            // | 0xa0:0xbf | value of m | 0x<.............................................................m> |
+            mstore(ptr, 0x20)
+            mstore(add(ptr, 0x20), 0x20)
+            mstore(add(ptr, 0x40), 0x20)
+            mstore(add(ptr, 0x60), b)
+            mstore(add(ptr, 0x80), e)
+            mstore(add(ptr, 0xa0), m)
+
+            // Given the result < m, it's guaranteed to fit in 32 bytes,
+            // so we can use the memory scratch space located at offset 0.
+            success := staticcall(gas(), 0x05, ptr, 0xc0, 0x00, 0x20)
+            result := mload(0x00)
+        }
+    }
+
+    /**
+     * @dev Variant of {modExp} that supports inputs of arbitrary length.
+     */
+    function modExp(bytes memory b, bytes memory e, bytes memory m) internal view returns (bytes memory) {
+        (bool success, bytes memory result) = tryModExp(b, e, m);
+        if (!success) {
+            Panic.panic(Panic.DIVISION_BY_ZERO);
+        }
+        return result;
+    }
+
+    /**
+     * @dev Variant of {tryModExp} that supports inputs of arbitrary length.
+     */
+    function tryModExp(
+        bytes memory b,
+        bytes memory e,
+        bytes memory m
+    ) internal view returns (bool success, bytes memory result) {
+        if (_zeroBytes(m)) return (false, new bytes(0));
+
+        uint256 mLen = m.length;
+
+        // Encode call args in result and move the free memory pointer
+        result = abi.encodePacked(b.length, e.length, mLen, b, e, m);
+
+        assembly ("memory-safe") {
+            let dataPtr := add(result, 0x20)
+            // Write result on top of args to avoid allocating extra memory.
+            success := staticcall(gas(), 0x05, dataPtr, mload(result), dataPtr, mLen)
+            // Overwrite the length.
+            // result.length > returndatasize() is guaranteed because returndatasize() == m.length
+            mstore(result, mLen)
+            // Set the memory pointer after the returned data.
+            mstore(0x40, add(dataPtr, mLen))
+        }
+    }
+
+    /**
+     * @dev Returns whether the provided byte array is zero.
+     */
+    function _zeroBytes(bytes memory byteArray) private pure returns (bool) {
+        for (uint256 i = 0; i < byteArray.length; ++i) {
+            if (byteArray[i] != 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    /**
+     * @dev Returns the square root of a number. If the number is not a perfect square, the value is rounded
+     * towards zero.
+     *
+     * This method is based on Newton's method for computing square roots; the algorithm is restricted to only
+     * using integer operations.
+     */
+    function sqrt(uint256 a) internal pure returns (uint256) {
+        unchecked {
+            // Take care of easy edge cases when a == 0 or a == 1
+            if (a <= 1) {
+                return a;
+            }
+
+            // In this function, we use Newton's method to get a root of `f(x) := x² - a`. It involves building a
+            // sequence x_n that converges toward sqrt(a). For each iteration x_n, we also define the error between
+            // the current value as `ε_n = | x_n - sqrt(a) |`.
+            //
+            // For our first estimation, we consider `e` the smallest power of 2 which is bigger than the square root
+            // of the target. (i.e. `2**(e-1) ≤ sqrt(a) < 2**e`). We know that `e ≤ 128` because `(2¹²⁸)² = 2²⁵⁶` is
+            // bigger than any uint256.
+            //
+            // By noticing that
+            // `2**(e-1) ≤ sqrt(a) < 2**e → (2**(e-1))² ≤ a < (2**e)² → 2**(2*e-2) ≤ a < 2**(2*e)`
+            // we can deduce that `e - 1` is `log2(a) / 2`. We can thus compute `x_n = 2**(e-1)` using a method similar
+            // to the msb function.
+            uint256 aa = a;
+            uint256 xn = 1;
+
+            if (aa >= (1 << 128)) {
+                aa >>= 128;
+                xn <<= 64;
+            }
+            if (aa >= (1 << 64)) {
+                aa >>= 64;
+                xn <<= 32;
+            }
+            if (aa >= (1 << 32)) {
+                aa >>= 32;
+                xn <<= 16;
+            }
+            if (aa >= (1 << 16)) {
+                aa >>= 16;
+                xn <<= 8;
+            }
+            if (aa >= (1 << 8)) {
+                aa >>= 8;
+                xn <<= 4;
+            }
+            if (aa >= (1 << 4)) {
+                aa >>= 4;
+                xn <<= 2;
+            }
+            if (aa >= (1 << 2)) {
+                xn <<= 1;
+            }
+
+            // We now have x_n such that `x_n = 2**(e-1) ≤ sqrt(a) < 2**e = 2 * x_n`. This implies ε_n ≤ 2**(e-1).
+            //
+            // We can refine our estimation by noticing that the middle of that interval minimizes the error.
+            // If we move x_n to equal 2**(e-1) + 2**(e-2), then we reduce the error to ε_n ≤ 2**(e-2).
+            // This is going to be our x_0 (and ε_0)
+            xn = (3 * xn) >> 1; // ε_0 := | x_0 - sqrt(a) | ≤ 2**(e-2)
+
+            // From here, Newton's method give us:
+            // x_{n+1} = (x_n + a / x_n) / 2
+            //
+            // One should note that:
+            // x_{n+1}² - a = ((x_n + a / x_n) / 2)² - a
+            //              = ((x_n² + a) / (2 * x_n))² - a
+            //              = (x_n⁴ + 2 * a * x_n² + a²) / (4 * x_n²) - a
+            //              = (x_n⁴ + 2 * a * x_n² + a² - 4 * a * x_n²) / (4 * x_n²)
+            //              = (x_n⁴ - 2 * a * x_n² + a²) / (4 * x_n²)
+            //              = (x_n² - a)² / (2 * x_n)²
+            //              = ((x_n² - a) / (2 * x_n))²
+            //              ≥ 0
+            // Which proves that for all n ≥ 1, sqrt(a) ≤ x_n
+            //
+            // This gives us the proof of quadratic convergence of the sequence:
+            // ε_{n+1} = | x_{n+1} - sqrt(a) |
+            //         = | (x_n + a / x_n) / 2 - sqrt(a) |
+            //         = | (x_n² + a - 2*x_n*sqrt(a)) / (2 * x_n) |
+            //         = | (x_n - sqrt(a))² / (2 * x_n) |
+            //         = | ε_n² / (2 * x_n) |
+            //         = ε_n² / | (2 * x_n) |
+            //
+            // For the first iteration, we have a special case where x_0 is known:
+            // ε_1 = ε_0² / | (2 * x_0) |
+            //     ≤ (2**(e-2))² / (2 * (2**(e-1) + 2**(e-2)))
+            //     ≤ 2**(2*e-4) / (3 * 2**(e-1))
+            //     ≤ 2**(e-3) / 3
+            //     ≤ 2**(e-3-log2(3))
+            //     ≤ 2**(e-4.5)
+            //
+            // For the following iterations, we use the fact that, 2**(e-1) ≤ sqrt(a) ≤ x_n:
+            // ε_{n+1} = ε_n² / | (2 * x_n) |
+            //         ≤ (2**(e-k))² / (2 * 2**(e-1))
+            //         ≤ 2**(2*e-2*k) / 2**e
+            //         ≤ 2**(e-2*k)
+            xn = (xn + a / xn) >> 1; // ε_1 := | x_1 - sqrt(a) | ≤ 2**(e-4.5)  -- special case, see above
+            xn = (xn + a / xn) >> 1; // ε_2 := | x_2 - sqrt(a) | ≤ 2**(e-9)    -- general case with k = 4.5
+            xn = (xn + a / xn) >> 1; // ε_3 := | x_3 - sqrt(a) | ≤ 2**(e-18)   -- general case with k = 9
+            xn = (xn + a / xn) >> 1; // ε_4 := | x_4 - sqrt(a) | ≤ 2**(e-36)   -- general case with k = 18
+            xn = (xn + a / xn) >> 1; // ε_5 := | x_5 - sqrt(a) | ≤ 2**(e-72)   -- general case with k = 36
+            xn = (xn + a / xn) >> 1; // ε_6 := | x_6 - sqrt(a) | ≤ 2**(e-144)  -- general case with k = 72
+
+            // Because e ≤ 128 (as discussed during the first estimation phase), we know have reached a precision
+            // ε_6 ≤ 2**(e-144) < 1. Given we're operating on integers, then we can ensure that xn is now either
+            // sqrt(a) or sqrt(a) + 1.
+            return xn - SafeCast.toUint(xn > a / xn);
+        }
+    }
+
+    /**
+     * @dev Calculates sqrt(a), following the selected rounding direction.
+     */
+    function sqrt(uint256 a, Rounding rounding) internal pure returns (uint256) {
+        unchecked {
+            uint256 result = sqrt(a);
+            return result + SafeCast.toUint(unsignedRoundsUp(rounding) && result * result < a);
+        }
+    }
+
+    /**
+     * @dev Return the log in base 2 of a positive value rounded towards zero.
+     * Returns 0 if given 0.
+     */
+    function log2(uint256 x) internal pure returns (uint256 r) {
+        // If value has upper 128 bits set, log2 result is at least 128
+        r = SafeCast.toUint(x > 0xffffffffffffffffffffffffffffffff) << 7;
+        // If upper 64 bits of 128-bit half set, add 64 to result
+        r |= SafeCast.toUint((x >> r) > 0xffffffffffffffff) << 6;
+        // If upper 32 bits of 64-bit half set, add 32 to result
+        r |= SafeCast.toUint((x >> r) > 0xffffffff) << 5;
+        // If upper 16 bits of 32-bit half set, add 16 to result
+        r |= SafeCast.toUint((x >> r) > 0xffff) << 4;
+        // If upper 8 bits of 16-bit half set, add 8 to result
+        r |= SafeCast.toUint((x >> r) > 0xff) << 3;
+        // If upper 4 bits of 8-bit half set, add 4 to result
+        r |= SafeCast.toUint((x >> r) > 0xf) << 2;
+
+        // Shifts value right by the current result and use it as an index into this lookup table:
+        //
+        // | x (4 bits) |  index  | table[index] = MSB position |
+        // |------------|---------|-----------------------------|
+        // |    0000    |    0    |        table[0] = 0         |
+        // |    0001    |    1    |        table[1] = 0         |
+        // |    0010    |    2    |        table[2] = 1         |
+        // |    0011    |    3    |        table[3] = 1         |
+        // |    0100    |    4    |        table[4] = 2         |
+        // |    0101    |    5    |        table[5] = 2         |
+        // |    0110    |    6    |        table[6] = 2         |
+        // |    0111    |    7    |        table[7] = 2         |
+        // |    1000    |    8    |        table[8] = 3         |
+        // |    1001    |    9    |        table[9] = 3         |
+        // |    1010    |   10    |        table[10] = 3        |
+        // |    1011    |   11    |        table[11] = 3        |
+        // |    1100    |   12    |        table[12] = 3        |
+        // |    1101    |   13    |        table[13] = 3        |
+        // |    1110    |   14    |        table[14] = 3        |
+        // |    1111    |   15    |        table[15] = 3        |
+        //
+        // The lookup table is represented as a 32-byte value with the MSB positions for 0-15 in the last 16 bytes.
+        assembly ("memory-safe") {
+            r := or(r, byte(shr(r, x), 0x0000010102020202030303030303030300000000000000000000000000000000))
+        }
+    }
+
+    /**
+     * @dev Return the log in base 2, following the selected rounding direction, of a positive value.
+     * Returns 0 if given 0.
+     */
+    function log2(uint256 value, Rounding rounding) internal pure returns (uint256) {
+        unchecked {
+            uint256 result = log2(value);
+            return result + SafeCast.toUint(unsignedRoundsUp(rounding) && 1 << result < value);
+        }
+    }
+
+    /**
+     * @dev Return the log in base 10 of a positive value rounded towards zero.
+     * Returns 0 if given 0.
+     */
+    function log10(uint256 value) internal pure returns (uint256) {
+        uint256 result = 0;
+        unchecked {
+            if (value >= 10 ** 64) {
+                value /= 10 ** 64;
+                result += 64;
+            }
+            if (value >= 10 ** 32) {
+                value /= 10 ** 32;
+                result += 32;
+            }
+            if (value >= 10 ** 16) {
+                value /= 10 ** 16;
+                result += 16;
+            }
+            if (value >= 10 ** 8) {
+                value /= 10 ** 8;
+                result += 8;
+            }
+            if (value >= 10 ** 4) {
+                value /= 10 ** 4;
+                result += 4;
+            }
+            if (value >= 10 ** 2) {
+                value /= 10 ** 2;
+                result += 2;
+            }
+            if (value >= 10 ** 1) {
+                result += 1;
+            }
+        }
+        return result;
+    }
+
+    /**
+     * @dev Return the log in base 10, following the selected rounding direction, of a positive value.
+     * Returns 0 if given 0.
+     */
+    function log10(uint256 value, Rounding rounding) internal pure returns (uint256) {
+        unchecked {
+            uint256 result = log10(value);
+            return result + SafeCast.toUint(unsignedRoundsUp(rounding) && 10 ** result < value);
+        }
+    }
+
+    /**
+     * @dev Return the log in base 256 of a positive value rounded towards zero.
+     * Returns 0 if given 0.
+     *
+     * Adding one to the result gives the number of pairs of hex symbols needed to represent `value` as a hex string.
+     */
+    function log256(uint256 x) internal pure returns (uint256 r) {
+        // If value has upper 128 bits set, log2 result is at least 128
+        r = SafeCast.toUint(x > 0xffffffffffffffffffffffffffffffff) << 7;
+        // If upper 64 bits of 128-bit half set, add 64 to result
+        r |= SafeCast.toUint((x >> r) > 0xffffffffffffffff) << 6;
+        // If upper 32 bits of 64-bit half set, add 32 to result
+        r |= SafeCast.toUint((x >> r) > 0xffffffff) << 5;
+        // If upper 16 bits of 32-bit half set, add 16 to result
+        r |= SafeCast.toUint((x >> r) > 0xffff) << 4;
+        // Add 1 if upper 8 bits of 16-bit half set, and divide accumulated result by 8
+        return (r >> 3) | SafeCast.toUint((x >> r) > 0xff);
+    }
+
+    /**
+     * @dev Return the log in base 256, following the selected rounding direction, of a positive value.
+     * Returns 0 if given 0.
+     */
+    function log256(uint256 value, Rounding rounding) internal pure returns (uint256) {
+        unchecked {
+            uint256 result = log256(value);
+            return result + SafeCast.toUint(unsignedRoundsUp(rounding) && 1 << (result << 3) < value);
+        }
+    }
+
+    /**
+     * @dev Returns whether a provided rounding mode is considered rounding up for unsigned integers.
+     */
+    function unsignedRoundsUp(Rounding rounding) internal pure returns (bool) {
+        return uint8(rounding) % 2 == 1;
+    }
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/P256.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/P256.sol
new file mode 100644
index 000000000..4e14aab37
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/P256.sol
@@ -0,0 +1,370 @@
+// SPDX-License-Identifier: MIT
+// OpenZeppelin Contracts (last updated v5.1.0) (utils/cryptography/P256.sol)
+pragma solidity ^0.8.20;
+
+import {Math} from "./Math.sol";
+import {Errors} from "./Errors.sol";
+
+/**
+ * @dev Implementation of secp256r1 verification and recovery functions.
+ *
+ * The secp256r1 curve (also known as P256) is a NIST standard curve with wide support in modern devices
+ * and cryptographic standards. Some notable examples include Apple's Secure Enclave and Android's Keystore
+ * as well as authentication protocols like FIDO2.
+ *
+ * Based on the original https://github.com/itsobvioustech/aa-passkeys-wallet/blob/d3d423f28a4d8dfcb203c7fa0c47f42592a7378e/src/Secp256r1.sol[implementation of itsobvioustech] (GNU General Public License v3.0).
+ * Heavily inspired in https://github.com/maxrobot/elliptic-solidity/blob/c4bb1b6e8ae89534d8db3a6b3a6b52219100520f/contracts/Secp256r1.sol[maxrobot] and
+ * https://github.com/tdrerup/elliptic-curve-solidity/blob/59a9c25957d4d190eff53b6610731d81a077a15e/contracts/curves/EllipticCurve.sol[tdrerup] implementations.
+ *
+ * _Available since v5.1._
+ */
+library P256 {
+    struct JPoint {
+        uint256 x;
+        uint256 y;
+        uint256 z;
+    }
+
+    /// @dev Generator (x component)
+    uint256 internal constant GX = 0x6B17D1F2E12C4247F8BCE6E563A440F277037D812DEB33A0F4A13945D898C296;
+    /// @dev Generator (y component)
+    uint256 internal constant GY = 0x4FE342E2FE1A7F9B8EE7EB4A7C0F9E162BCE33576B315ECECBB6406837BF51F5;
+    /// @dev P (size of the field)
+    uint256 internal constant P = 0xFFFFFFFF00000001000000000000000000000000FFFFFFFFFFFFFFFFFFFFFFFF;
+    /// @dev N (order of G)
+    uint256 internal constant N = 0xFFFFFFFF00000000FFFFFFFFFFFFFFFFBCE6FAADA7179E84F3B9CAC2FC632551;
+    /// @dev A parameter of the weierstrass equation
+    uint256 internal constant A = 0xFFFFFFFF00000001000000000000000000000000FFFFFFFFFFFFFFFFFFFFFFFC;
+    /// @dev B parameter of the weierstrass equation
+    uint256 internal constant B = 0x5AC635D8AA3A93E7B3EBBD55769886BC651D06B0CC53B0F63BCE3C3E27D2604B;
+
+    /// @dev (P + 1) / 4. Useful to compute sqrt
+    uint256 private constant P1DIV4 = 0x3fffffffc0000000400000000000000000000000400000000000000000000000;
+
+    /// @dev N/2 for excluding higher order `s` values
+    uint256 private constant HALF_N = 0x7fffffff800000007fffffffffffffffde737d56d38bcf4279dce5617e3192a8;
+
+    /**
+     * @dev Verifies a secp256r1 signature using the RIP-7212 precompile and falls back to the Solidity implementation
+     * if the precompile is not available. This version should work on all chains, but requires the deployment of more
+     * bytecode.
+     *
+     * @param h - hashed message
+     * @param r - signature half R
+     * @param s - signature half S
+     * @param qx - public key coordinate X
+     * @param qy - public key coordinate Y
+     *
+     * IMPORTANT: This function disallows signatures where the `s` value is above `N/2` to prevent malleability.
+     * To flip the `s` value, compute `s = N - s`.
+     */
+    function verify(bytes32 h, bytes32 r, bytes32 s, bytes32 qx, bytes32 qy) internal view returns (bool) {
+        (bool valid, bool supported) = _tryVerifyNative(h, r, s, qx, qy);
+        return supported ? valid : verifySolidity(h, r, s, qx, qy);
+    }
+
+    /**
+     * @dev Same as {verify}, but it will revert if the required precompile is not available.
+     *
+     * Make sure any logic (code or precompile) deployed at that address is the expected one,
+     * otherwise the returned value may be misinterpreted as a positive boolean.
+     */
+    function verifyNative(bytes32 h, bytes32 r, bytes32 s, bytes32 qx, bytes32 qy) internal view returns (bool) {
+        (bool valid, bool supported) = _tryVerifyNative(h, r, s, qx, qy);
+        if (supported) {
+            return valid;
+        } else {
+            revert Errors.MissingPrecompile(address(0x100));
+        }
+    }
+
+    /**
+     * @dev Same as {verify}, but it will return false if the required precompile is not available.
+     */
+    function _tryVerifyNative(
+        bytes32 h,
+        bytes32 r,
+        bytes32 s,
+        bytes32 qx,
+        bytes32 qy
+    ) private view returns (bool valid, bool supported) {
+        if (!_isProperSignature(r, s) || !isValidPublicKey(qx, qy)) {
+            return (false, true); // signature is invalid, and its not because the precompile is missing
+        }
+
+        (bool success, bytes memory returndata) = address(0x100).staticcall(abi.encode(h, r, s, qx, qy));
+        return (success && returndata.length == 0x20) ? (abi.decode(returndata, (bool)), true) : (false, false);
+    }
+
+    /**
+     * @dev Same as {verify}, but only the Solidity implementation is used.
+     */
+    function verifySolidity(bytes32 h, bytes32 r, bytes32 s, bytes32 qx, bytes32 qy) internal view returns (bool) {
+        if (!_isProperSignature(r, s) || !isValidPublicKey(qx, qy)) {
+            return false;
+        }
+
+        JPoint[16] memory points = _preComputeJacobianPoints(uint256(qx), uint256(qy));
+        uint256 w = Math.invModPrime(uint256(s), N);
+        uint256 u1 = mulmod(uint256(h), w, N);
+        uint256 u2 = mulmod(uint256(r), w, N);
+        (uint256 x, ) = _jMultShamir(points, u1, u2);
+        return ((x % N) == uint256(r));
+    }
+
+    /**
+     * @dev Public key recovery
+     *
+     * @param h - hashed message
+     * @param v - signature recovery param
+     * @param r - signature half R
+     * @param s - signature half S
+     *
+     * IMPORTANT: This function disallows signatures where the `s` value is above `N/2` to prevent malleability.
+     * To flip the `s` value, compute `s = N - s` and `v = 1 - v` if (`v = 0 | 1`).
+     */
+    function recovery(bytes32 h, uint8 v, bytes32 r, bytes32 s) internal view returns (bytes32 x, bytes32 y) {
+        if (!_isProperSignature(r, s) || v > 1) {
+            return (0, 0);
+        }
+
+        uint256 p = P; // cache P on the stack
+        uint256 rx = uint256(r);
+        uint256 ry2 = addmod(mulmod(addmod(mulmod(rx, rx, p), A, p), rx, p), B, p); // weierstrass equation y² = x³ + a.x + b
+        uint256 ry = Math.modExp(ry2, P1DIV4, p); // This formula for sqrt work because P ≡ 3 (mod 4)
+        if (mulmod(ry, ry, p) != ry2) return (0, 0); // Sanity check
+        if (ry % 2 != v) ry = p - ry;
+
+        JPoint[16] memory points = _preComputeJacobianPoints(rx, ry);
+        uint256 w = Math.invModPrime(uint256(r), N);
+        uint256 u1 = mulmod(N - (uint256(h) % N), w, N);
+        uint256 u2 = mulmod(uint256(s), w, N);
+        (uint256 xU, uint256 yU) = _jMultShamir(points, u1, u2);
+        return (bytes32(xU), bytes32(yU));
+    }
+
+    /**
+     * @dev Checks if (x, y) are valid coordinates of a point on the curve.
+     * In particular this function checks that x < P and y < P.
+     */
+    function isValidPublicKey(bytes32 x, bytes32 y) internal pure returns (bool result) {
+        assembly ("memory-safe") {
+            let p := P
+            let lhs := mulmod(y, y, p) // y^2
+            let rhs := addmod(mulmod(addmod(mulmod(x, x, p), A, p), x, p), B, p) // ((x^2 + a) * x) + b = x^3 + ax + b
+            result := and(and(lt(x, p), lt(y, p)), eq(lhs, rhs)) // Should conform with the Weierstrass equation
+        }
+    }
+
+    /**
+     * @dev Checks if (r, s) is a proper signature.
+     * In particular, this checks that `s` is in the "lower-range", making the signature non-malleable.
+     */
+    function _isProperSignature(bytes32 r, bytes32 s) private pure returns (bool) {
+        return uint256(r) > 0 && uint256(r) < N && uint256(s) > 0 && uint256(s) <= HALF_N;
+    }
+
+    /**
+     * @dev Reduce from jacobian to affine coordinates
+     * @param jx - jacobian coordinate x
+     * @param jy - jacobian coordinate y
+     * @param jz - jacobian coordinate z
+     * @return ax - affine coordinate x
+     * @return ay - affine coordinate y
+     */
+    function _affineFromJacobian(uint256 jx, uint256 jy, uint256 jz) private view returns (uint256 ax, uint256 ay) {
+        if (jz == 0) return (0, 0);
+        uint256 p = P; // cache P on the stack
+        uint256 zinv = Math.invModPrime(jz, p);
+        assembly ("memory-safe") {
+            let zzinv := mulmod(zinv, zinv, p)
+            ax := mulmod(jx, zzinv, p)
+            ay := mulmod(jy, mulmod(zzinv, zinv, p), p)
+        }
+    }
+
+    /**
+     * @dev Point addition on the jacobian coordinates
+     * Reference: https://www.hyperelliptic.org/EFD/g1p/auto-shortw-jacobian.html#addition-add-1998-cmo-2
+     *
+     * Note that:
+     *
+     * - `addition-add-1998-cmo-2` doesn't support identical input points. This version is modified to use
+     * the `h` and `r` values computed by `addition-add-1998-cmo-2` to detect identical inputs, and fallback to
+     * `doubling-dbl-1998-cmo-2` if needed.
+     * - if one of the points is at infinity (i.e. `z=0`), the result is undefined.
+     */
+    function _jAdd(
+        JPoint memory p1,
+        uint256 x2,
+        uint256 y2,
+        uint256 z2
+    ) private pure returns (uint256 rx, uint256 ry, uint256 rz) {
+        assembly ("memory-safe") {
+            let p := P
+            let z1 := mload(add(p1, 0x40))
+            let zz1 := mulmod(z1, z1, p) // zz1 = z1²
+            let s1 := mulmod(mload(add(p1, 0x20)), mulmod(mulmod(z2, z2, p), z2, p), p) // s1 = y1*z2³
+            let r := addmod(mulmod(y2, mulmod(zz1, z1, p), p), sub(p, s1), p) // r = s2-s1 = y2*z1³-s1 = y2*z1³-y1*z2³
+            let u1 := mulmod(mload(p1), mulmod(z2, z2, p), p) // u1 = x1*z2²
+            let h := addmod(mulmod(x2, zz1, p), sub(p, u1), p) // h = u2-u1 = x2*z1²-u1 = x2*z1²-x1*z2²
+
+            // detect edge cases where inputs are identical
+            switch and(iszero(r), iszero(h))
+            // case 0: points are different
+            case 0 {
+                let hh := mulmod(h, h, p) // h²
+
+                // x' = r²-h³-2*u1*h²
+                rx := addmod(
+                    addmod(mulmod(r, r, p), sub(p, mulmod(h, hh, p)), p),
+                    sub(p, mulmod(2, mulmod(u1, hh, p), p)),
+                    p
+                )
+                // y' = r*(u1*h²-x')-s1*h³
+                ry := addmod(
+                    mulmod(r, addmod(mulmod(u1, hh, p), sub(p, rx), p), p),
+                    sub(p, mulmod(s1, mulmod(h, hh, p), p)),
+                    p
+                )
+                // z' = h*z1*z2
+                rz := mulmod(h, mulmod(z1, z2, p), p)
+            }
+            // case 1: points are equal
+            case 1 {
+                let x := x2
+                let y := y2
+                let z := z2
+                let yy := mulmod(y, y, p)
+                let zz := mulmod(z, z, p)
+                let m := addmod(mulmod(3, mulmod(x, x, p), p), mulmod(A, mulmod(zz, zz, p), p), p) // m = 3*x²+a*z⁴
+                let s := mulmod(4, mulmod(x, yy, p), p) // s = 4*x*y²
+
+                // x' = t = m²-2*s
+                rx := addmod(mulmod(m, m, p), sub(p, mulmod(2, s, p)), p)
+
+                // y' = m*(s-t)-8*y⁴ = m*(s-x')-8*y⁴
+                // cut the computation to avoid stack too deep
+                let rytmp1 := sub(p, mulmod(8, mulmod(yy, yy, p), p)) // -8*y⁴
+                let rytmp2 := addmod(s, sub(p, rx), p) // s-x'
+                ry := addmod(mulmod(m, rytmp2, p), rytmp1, p) // m*(s-x')-8*y⁴
+
+                // z' = 2*y*z
+                rz := mulmod(2, mulmod(y, z, p), p)
+            }
+        }
+    }
+
+    /**
+     * @dev Point doubling on the jacobian coordinates
+     * Reference: https://www.hyperelliptic.org/EFD/g1p/auto-shortw-jacobian.html#doubling-dbl-1998-cmo-2
+     */
+    function _jDouble(uint256 x, uint256 y, uint256 z) private pure returns (uint256 rx, uint256 ry, uint256 rz) {
+        assembly ("memory-safe") {
+            let p := P
+            let yy := mulmod(y, y, p)
+            let zz := mulmod(z, z, p)
+            let m := addmod(mulmod(3, mulmod(x, x, p), p), mulmod(A, mulmod(zz, zz, p), p), p) // m = 3*x²+a*z⁴
+            let s := mulmod(4, mulmod(x, yy, p), p) // s = 4*x*y²
+
+            // x' = t = m²-2*s
+            rx := addmod(mulmod(m, m, p), sub(p, mulmod(2, s, p)), p)
+            // y' = m*(s-t)-8*y⁴ = m*(s-x')-8*y⁴
+            ry := addmod(mulmod(m, addmod(s, sub(p, rx), p), p), sub(p, mulmod(8, mulmod(yy, yy, p), p)), p)
+            // z' = 2*y*z
+            rz := mulmod(2, mulmod(y, z, p), p)
+        }
+    }
+
+    /**
+     * @dev Compute G·u1 + P·u2 using the precomputed points for G and P (see {_preComputeJacobianPoints}).
+     *
+     * Uses Strauss Shamir trick for EC multiplication
+     * https://stackoverflow.com/questions/50993471/ec-scalar-multiplication-with-strauss-shamir-method
+     *
+     * We optimize this for 2 bits at a time rather than a single bit. The individual points for a single pass are
+     * precomputed. Overall this reduces the number of additions while keeping the same number of
+     * doublings
+     */
+    function _jMultShamir(
+        JPoint[16] memory points,
+        uint256 u1,
+        uint256 u2
+    ) private view returns (uint256 rx, uint256 ry) {
+        uint256 x = 0;
+        uint256 y = 0;
+        uint256 z = 0;
+        unchecked {
+            for (uint256 i = 0; i < 128; ++i) {
+                if (z > 0) {
+                    (x, y, z) = _jDouble(x, y, z);
+                    (x, y, z) = _jDouble(x, y, z);
+                }
+                // Read 2 bits of u1, and 2 bits of u2. Combining the two gives the lookup index in the table.
+                uint256 pos = ((u1 >> 252) & 0xc) | ((u2 >> 254) & 0x3);
+                // Points that have z = 0 are points at infinity. They are the additive 0 of the group
+                // - if the lookup point is a 0, we can skip it
+                // - otherwise:
+                //   - if the current point (x, y, z) is 0, we use the lookup point as our new value (0+P=P)
+                //   - if the current point (x, y, z) is not 0, both points are valid and we can use `_jAdd`
+                if (points[pos].z != 0) {
+                    if (z == 0) {
+                        (x, y, z) = (points[pos].x, points[pos].y, points[pos].z);
+                    } else {
+                        (x, y, z) = _jAdd(points[pos], x, y, z);
+                    }
+                }
+                u1 <<= 2;
+                u2 <<= 2;
+            }
+        }
+        return _affineFromJacobian(x, y, z);
+    }
+
+    /**
+     * @dev Precompute a matrice of useful jacobian points associated with a given P. This can be seen as a 4x4 matrix
+     * that contains combination of P and G (generator) up to 3 times each. See the table below:
+     *
+     * ┌────┬─────────────────────┐
+     * │  i │  0    1     2     3 │
+     * ├────┼─────────────────────┤
+     * │  0 │  0    p    2p    3p │
+     * │  4 │  g  g+p  g+2p  g+3p │
+     * │  8 │ 2g 2g+p 2g+2p 2g+3p │
+     * │ 12 │ 3g 3g+p 3g+2p 3g+3p │
+     * └────┴─────────────────────┘
+     *
+     * Note that `_jAdd` (and thus `_jAddPoint`) does not handle the case where one of the inputs is a point at
+     * infinity (z = 0). However, we know that since `N ≡ 1 mod 2` and `N ≡ 1 mod 3`, there is no point P such that
+     * 2P = 0 or 3P = 0. This guarantees that g, 2g, 3g, p, 2p, 3p are all non-zero, and that all `_jAddPoint` calls
+     * have valid inputs.
+     */
+    function _preComputeJacobianPoints(uint256 px, uint256 py) private pure returns (JPoint[16] memory points) {
+        points[0x00] = JPoint(0, 0, 0); // 0,0
+        points[0x01] = JPoint(px, py, 1); // 1,0 (p)
+        points[0x04] = JPoint(GX, GY, 1); // 0,1 (g)
+        points[0x02] = _jDoublePoint(points[0x01]); // 2,0 (2p)
+        points[0x08] = _jDoublePoint(points[0x04]); // 0,2 (2g)
+        points[0x03] = _jAddPoint(points[0x01], points[0x02]); // 3,0 (p+2p = 3p)
+        points[0x05] = _jAddPoint(points[0x01], points[0x04]); // 1,1 (p+g)
+        points[0x06] = _jAddPoint(points[0x02], points[0x04]); // 2,1 (2p+g)
+        points[0x07] = _jAddPoint(points[0x03], points[0x04]); // 3,1 (3p+g)
+        points[0x09] = _jAddPoint(points[0x01], points[0x08]); // 1,2 (p+2g)
+        points[0x0a] = _jAddPoint(points[0x02], points[0x08]); // 2,2 (2p+2g)
+        points[0x0b] = _jAddPoint(points[0x03], points[0x08]); // 3,2 (3p+2g)
+        points[0x0c] = _jAddPoint(points[0x04], points[0x08]); // 0,3 (g+2g = 3g)
+        points[0x0d] = _jAddPoint(points[0x01], points[0x0c]); // 1,3 (p+3g)
+        points[0x0e] = _jAddPoint(points[0x02], points[0x0c]); // 2,3 (2p+3g)
+        points[0x0f] = _jAddPoint(points[0x03], points[0x0c]); // 3,3 (3p+3g)
+    }
+
+    function _jAddPoint(JPoint memory p1, JPoint memory p2) private pure returns (JPoint memory) {
+        (uint256 x, uint256 y, uint256 z) = _jAdd(p1, p2.x, p2.y, p2.z);
+        return JPoint(x, y, z);
+    }
+
+    function _jDoublePoint(JPoint memory p) private pure returns (JPoint memory) {
+        (uint256 x, uint256 y, uint256 z) = _jDouble(p.x, p.y, p.z);
+        return JPoint(x, y, z);
+    }
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Panic.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Panic.sol
new file mode 100644
index 000000000..e168824d3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/Panic.sol
@@ -0,0 +1,57 @@
+// SPDX-License-Identifier: MIT
+// OpenZeppelin Contracts (last updated v5.1.0) (utils/Panic.sol)
+
+pragma solidity ^0.8.20;
+
+/**
+ * @dev Helper library for emitting standardized panic codes.
+ *
+ * ```solidity
+ * contract Example {
+ *      using Panic for uint256;
+ *
+ *      // Use any of the declared internal constants
+ *      function foo() { Panic.GENERIC.panic(); }
+ *
+ *      // Alternatively
+ *      function foo() { Panic.panic(Panic.GENERIC); }
+ * }
+ * ```
+ *
+ * Follows the list from https://github.com/ethereum/solidity/blob/v0.8.24/libsolutil/ErrorCodes.h[libsolutil].
+ *
+ * _Available since v5.1._
+ */
+// slither-disable-next-line unused-state
+library Panic {
+    /// @dev generic / unspecified error
+    uint256 internal constant GENERIC = 0x00;
+    /// @dev used by the assert() builtin
+    uint256 internal constant ASSERT = 0x01;
+    /// @dev arithmetic underflow or overflow
+    uint256 internal constant UNDER_OVERFLOW = 0x11;
+    /// @dev division or modulo by zero
+    uint256 internal constant DIVISION_BY_ZERO = 0x12;
+    /// @dev enum conversion error
+    uint256 internal constant ENUM_CONVERSION_ERROR = 0x21;
+    /// @dev invalid encoding in storage
+    uint256 internal constant STORAGE_ENCODING_ERROR = 0x22;
+    /// @dev empty array pop
+    uint256 internal constant EMPTY_ARRAY_POP = 0x31;
+    /// @dev array out of bounds access
+    uint256 internal constant ARRAY_OUT_OF_BOUNDS = 0x32;
+    /// @dev resource error (too large allocation or too large array)
+    uint256 internal constant RESOURCE_ERROR = 0x41;
+    /// @dev calling invalid internal function
+    uint256 internal constant INVALID_INTERNAL_FUNCTION = 0x51;
+
+    /// @dev Reverts with a panic code. Recommended to use with
+    /// the internal constants with predefined codes.
+    function panic(uint256 code) internal pure {
+        assembly ("memory-safe") {
+            mstore(0x00, 0x4e487b71)
+            mstore(0x20, code)
+            revert(0x1c, 0x24)
+        }
+    }
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/SafeCast.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/SafeCast.sol
new file mode 100644
index 000000000..b345ede1e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/SafeCast.sol
@@ -0,0 +1,1162 @@
+// SPDX-License-Identifier: MIT
+// OpenZeppelin Contracts (last updated v5.1.0) (utils/math/SafeCast.sol)
+// This file was procedurally generated from scripts/generate/templates/SafeCast.js.
+
+pragma solidity ^0.8.20;
+
+/**
+ * @dev Wrappers over Solidity's uintXX/intXX/bool casting operators with added overflow
+ * checks.
+ *
+ * Downcasting from uint256/int256 in Solidity does not revert on overflow. This can
+ * easily result in undesired exploitation or bugs, since developers usually
+ * assume that overflows raise errors. `SafeCast` restores this intuition by
+ * reverting the transaction when such an operation overflows.
+ *
+ * Using this library instead of the unchecked operations eliminates an entire
+ * class of bugs, so it's recommended to use it always.
+ */
+library SafeCast {
+    /**
+     * @dev Value doesn't fit in an uint of `bits` size.
+     */
+    error SafeCastOverflowedUintDowncast(uint8 bits, uint256 value);
+
+    /**
+     * @dev An int value doesn't fit in an uint of `bits` size.
+     */
+    error SafeCastOverflowedIntToUint(int256 value);
+
+    /**
+     * @dev Value doesn't fit in an int of `bits` size.
+     */
+    error SafeCastOverflowedIntDowncast(uint8 bits, int256 value);
+
+    /**
+     * @dev An uint value doesn't fit in an int of `bits` size.
+     */
+    error SafeCastOverflowedUintToInt(uint256 value);
+
+    /**
+     * @dev Returns the downcasted uint248 from uint256, reverting on
+     * overflow (when the input is greater than largest uint248).
+     *
+     * Counterpart to Solidity's `uint248` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 248 bits
+     */
+    function toUint248(uint256 value) internal pure returns (uint248) {
+        if (value > type(uint248).max) {
+            revert SafeCastOverflowedUintDowncast(248, value);
+        }
+        return uint248(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint240 from uint256, reverting on
+     * overflow (when the input is greater than largest uint240).
+     *
+     * Counterpart to Solidity's `uint240` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 240 bits
+     */
+    function toUint240(uint256 value) internal pure returns (uint240) {
+        if (value > type(uint240).max) {
+            revert SafeCastOverflowedUintDowncast(240, value);
+        }
+        return uint240(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint232 from uint256, reverting on
+     * overflow (when the input is greater than largest uint232).
+     *
+     * Counterpart to Solidity's `uint232` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 232 bits
+     */
+    function toUint232(uint256 value) internal pure returns (uint232) {
+        if (value > type(uint232).max) {
+            revert SafeCastOverflowedUintDowncast(232, value);
+        }
+        return uint232(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint224 from uint256, reverting on
+     * overflow (when the input is greater than largest uint224).
+     *
+     * Counterpart to Solidity's `uint224` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 224 bits
+     */
+    function toUint224(uint256 value) internal pure returns (uint224) {
+        if (value > type(uint224).max) {
+            revert SafeCastOverflowedUintDowncast(224, value);
+        }
+        return uint224(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint216 from uint256, reverting on
+     * overflow (when the input is greater than largest uint216).
+     *
+     * Counterpart to Solidity's `uint216` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 216 bits
+     */
+    function toUint216(uint256 value) internal pure returns (uint216) {
+        if (value > type(uint216).max) {
+            revert SafeCastOverflowedUintDowncast(216, value);
+        }
+        return uint216(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint208 from uint256, reverting on
+     * overflow (when the input is greater than largest uint208).
+     *
+     * Counterpart to Solidity's `uint208` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 208 bits
+     */
+    function toUint208(uint256 value) internal pure returns (uint208) {
+        if (value > type(uint208).max) {
+            revert SafeCastOverflowedUintDowncast(208, value);
+        }
+        return uint208(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint200 from uint256, reverting on
+     * overflow (when the input is greater than largest uint200).
+     *
+     * Counterpart to Solidity's `uint200` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 200 bits
+     */
+    function toUint200(uint256 value) internal pure returns (uint200) {
+        if (value > type(uint200).max) {
+            revert SafeCastOverflowedUintDowncast(200, value);
+        }
+        return uint200(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint192 from uint256, reverting on
+     * overflow (when the input is greater than largest uint192).
+     *
+     * Counterpart to Solidity's `uint192` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 192 bits
+     */
+    function toUint192(uint256 value) internal pure returns (uint192) {
+        if (value > type(uint192).max) {
+            revert SafeCastOverflowedUintDowncast(192, value);
+        }
+        return uint192(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint184 from uint256, reverting on
+     * overflow (when the input is greater than largest uint184).
+     *
+     * Counterpart to Solidity's `uint184` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 184 bits
+     */
+    function toUint184(uint256 value) internal pure returns (uint184) {
+        if (value > type(uint184).max) {
+            revert SafeCastOverflowedUintDowncast(184, value);
+        }
+        return uint184(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint176 from uint256, reverting on
+     * overflow (when the input is greater than largest uint176).
+     *
+     * Counterpart to Solidity's `uint176` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 176 bits
+     */
+    function toUint176(uint256 value) internal pure returns (uint176) {
+        if (value > type(uint176).max) {
+            revert SafeCastOverflowedUintDowncast(176, value);
+        }
+        return uint176(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint168 from uint256, reverting on
+     * overflow (when the input is greater than largest uint168).
+     *
+     * Counterpart to Solidity's `uint168` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 168 bits
+     */
+    function toUint168(uint256 value) internal pure returns (uint168) {
+        if (value > type(uint168).max) {
+            revert SafeCastOverflowedUintDowncast(168, value);
+        }
+        return uint168(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint160 from uint256, reverting on
+     * overflow (when the input is greater than largest uint160).
+     *
+     * Counterpart to Solidity's `uint160` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 160 bits
+     */
+    function toUint160(uint256 value) internal pure returns (uint160) {
+        if (value > type(uint160).max) {
+            revert SafeCastOverflowedUintDowncast(160, value);
+        }
+        return uint160(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint152 from uint256, reverting on
+     * overflow (when the input is greater than largest uint152).
+     *
+     * Counterpart to Solidity's `uint152` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 152 bits
+     */
+    function toUint152(uint256 value) internal pure returns (uint152) {
+        if (value > type(uint152).max) {
+            revert SafeCastOverflowedUintDowncast(152, value);
+        }
+        return uint152(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint144 from uint256, reverting on
+     * overflow (when the input is greater than largest uint144).
+     *
+     * Counterpart to Solidity's `uint144` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 144 bits
+     */
+    function toUint144(uint256 value) internal pure returns (uint144) {
+        if (value > type(uint144).max) {
+            revert SafeCastOverflowedUintDowncast(144, value);
+        }
+        return uint144(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint136 from uint256, reverting on
+     * overflow (when the input is greater than largest uint136).
+     *
+     * Counterpart to Solidity's `uint136` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 136 bits
+     */
+    function toUint136(uint256 value) internal pure returns (uint136) {
+        if (value > type(uint136).max) {
+            revert SafeCastOverflowedUintDowncast(136, value);
+        }
+        return uint136(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint128 from uint256, reverting on
+     * overflow (when the input is greater than largest uint128).
+     *
+     * Counterpart to Solidity's `uint128` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 128 bits
+     */
+    function toUint128(uint256 value) internal pure returns (uint128) {
+        if (value > type(uint128).max) {
+            revert SafeCastOverflowedUintDowncast(128, value);
+        }
+        return uint128(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint120 from uint256, reverting on
+     * overflow (when the input is greater than largest uint120).
+     *
+     * Counterpart to Solidity's `uint120` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 120 bits
+     */
+    function toUint120(uint256 value) internal pure returns (uint120) {
+        if (value > type(uint120).max) {
+            revert SafeCastOverflowedUintDowncast(120, value);
+        }
+        return uint120(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint112 from uint256, reverting on
+     * overflow (when the input is greater than largest uint112).
+     *
+     * Counterpart to Solidity's `uint112` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 112 bits
+     */
+    function toUint112(uint256 value) internal pure returns (uint112) {
+        if (value > type(uint112).max) {
+            revert SafeCastOverflowedUintDowncast(112, value);
+        }
+        return uint112(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint104 from uint256, reverting on
+     * overflow (when the input is greater than largest uint104).
+     *
+     * Counterpart to Solidity's `uint104` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 104 bits
+     */
+    function toUint104(uint256 value) internal pure returns (uint104) {
+        if (value > type(uint104).max) {
+            revert SafeCastOverflowedUintDowncast(104, value);
+        }
+        return uint104(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint96 from uint256, reverting on
+     * overflow (when the input is greater than largest uint96).
+     *
+     * Counterpart to Solidity's `uint96` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 96 bits
+     */
+    function toUint96(uint256 value) internal pure returns (uint96) {
+        if (value > type(uint96).max) {
+            revert SafeCastOverflowedUintDowncast(96, value);
+        }
+        return uint96(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint88 from uint256, reverting on
+     * overflow (when the input is greater than largest uint88).
+     *
+     * Counterpart to Solidity's `uint88` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 88 bits
+     */
+    function toUint88(uint256 value) internal pure returns (uint88) {
+        if (value > type(uint88).max) {
+            revert SafeCastOverflowedUintDowncast(88, value);
+        }
+        return uint88(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint80 from uint256, reverting on
+     * overflow (when the input is greater than largest uint80).
+     *
+     * Counterpart to Solidity's `uint80` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 80 bits
+     */
+    function toUint80(uint256 value) internal pure returns (uint80) {
+        if (value > type(uint80).max) {
+            revert SafeCastOverflowedUintDowncast(80, value);
+        }
+        return uint80(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint72 from uint256, reverting on
+     * overflow (when the input is greater than largest uint72).
+     *
+     * Counterpart to Solidity's `uint72` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 72 bits
+     */
+    function toUint72(uint256 value) internal pure returns (uint72) {
+        if (value > type(uint72).max) {
+            revert SafeCastOverflowedUintDowncast(72, value);
+        }
+        return uint72(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint64 from uint256, reverting on
+     * overflow (when the input is greater than largest uint64).
+     *
+     * Counterpart to Solidity's `uint64` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 64 bits
+     */
+    function toUint64(uint256 value) internal pure returns (uint64) {
+        if (value > type(uint64).max) {
+            revert SafeCastOverflowedUintDowncast(64, value);
+        }
+        return uint64(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint56 from uint256, reverting on
+     * overflow (when the input is greater than largest uint56).
+     *
+     * Counterpart to Solidity's `uint56` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 56 bits
+     */
+    function toUint56(uint256 value) internal pure returns (uint56) {
+        if (value > type(uint56).max) {
+            revert SafeCastOverflowedUintDowncast(56, value);
+        }
+        return uint56(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint48 from uint256, reverting on
+     * overflow (when the input is greater than largest uint48).
+     *
+     * Counterpart to Solidity's `uint48` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 48 bits
+     */
+    function toUint48(uint256 value) internal pure returns (uint48) {
+        if (value > type(uint48).max) {
+            revert SafeCastOverflowedUintDowncast(48, value);
+        }
+        return uint48(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint40 from uint256, reverting on
+     * overflow (when the input is greater than largest uint40).
+     *
+     * Counterpart to Solidity's `uint40` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 40 bits
+     */
+    function toUint40(uint256 value) internal pure returns (uint40) {
+        if (value > type(uint40).max) {
+            revert SafeCastOverflowedUintDowncast(40, value);
+        }
+        return uint40(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint32 from uint256, reverting on
+     * overflow (when the input is greater than largest uint32).
+     *
+     * Counterpart to Solidity's `uint32` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 32 bits
+     */
+    function toUint32(uint256 value) internal pure returns (uint32) {
+        if (value > type(uint32).max) {
+            revert SafeCastOverflowedUintDowncast(32, value);
+        }
+        return uint32(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint24 from uint256, reverting on
+     * overflow (when the input is greater than largest uint24).
+     *
+     * Counterpart to Solidity's `uint24` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 24 bits
+     */
+    function toUint24(uint256 value) internal pure returns (uint24) {
+        if (value > type(uint24).max) {
+            revert SafeCastOverflowedUintDowncast(24, value);
+        }
+        return uint24(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint16 from uint256, reverting on
+     * overflow (when the input is greater than largest uint16).
+     *
+     * Counterpart to Solidity's `uint16` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 16 bits
+     */
+    function toUint16(uint256 value) internal pure returns (uint16) {
+        if (value > type(uint16).max) {
+            revert SafeCastOverflowedUintDowncast(16, value);
+        }
+        return uint16(value);
+    }
+
+    /**
+     * @dev Returns the downcasted uint8 from uint256, reverting on
+     * overflow (when the input is greater than largest uint8).
+     *
+     * Counterpart to Solidity's `uint8` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 8 bits
+     */
+    function toUint8(uint256 value) internal pure returns (uint8) {
+        if (value > type(uint8).max) {
+            revert SafeCastOverflowedUintDowncast(8, value);
+        }
+        return uint8(value);
+    }
+
+    /**
+     * @dev Converts a signed int256 into an unsigned uint256.
+     *
+     * Requirements:
+     *
+     * - input must be greater than or equal to 0.
+     */
+    function toUint256(int256 value) internal pure returns (uint256) {
+        if (value < 0) {
+            revert SafeCastOverflowedIntToUint(value);
+        }
+        return uint256(value);
+    }
+
+    /**
+     * @dev Returns the downcasted int248 from int256, reverting on
+     * overflow (when the input is less than smallest int248 or
+     * greater than largest int248).
+     *
+     * Counterpart to Solidity's `int248` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 248 bits
+     */
+    function toInt248(int256 value) internal pure returns (int248 downcasted) {
+        downcasted = int248(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(248, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int240 from int256, reverting on
+     * overflow (when the input is less than smallest int240 or
+     * greater than largest int240).
+     *
+     * Counterpart to Solidity's `int240` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 240 bits
+     */
+    function toInt240(int256 value) internal pure returns (int240 downcasted) {
+        downcasted = int240(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(240, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int232 from int256, reverting on
+     * overflow (when the input is less than smallest int232 or
+     * greater than largest int232).
+     *
+     * Counterpart to Solidity's `int232` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 232 bits
+     */
+    function toInt232(int256 value) internal pure returns (int232 downcasted) {
+        downcasted = int232(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(232, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int224 from int256, reverting on
+     * overflow (when the input is less than smallest int224 or
+     * greater than largest int224).
+     *
+     * Counterpart to Solidity's `int224` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 224 bits
+     */
+    function toInt224(int256 value) internal pure returns (int224 downcasted) {
+        downcasted = int224(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(224, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int216 from int256, reverting on
+     * overflow (when the input is less than smallest int216 or
+     * greater than largest int216).
+     *
+     * Counterpart to Solidity's `int216` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 216 bits
+     */
+    function toInt216(int256 value) internal pure returns (int216 downcasted) {
+        downcasted = int216(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(216, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int208 from int256, reverting on
+     * overflow (when the input is less than smallest int208 or
+     * greater than largest int208).
+     *
+     * Counterpart to Solidity's `int208` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 208 bits
+     */
+    function toInt208(int256 value) internal pure returns (int208 downcasted) {
+        downcasted = int208(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(208, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int200 from int256, reverting on
+     * overflow (when the input is less than smallest int200 or
+     * greater than largest int200).
+     *
+     * Counterpart to Solidity's `int200` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 200 bits
+     */
+    function toInt200(int256 value) internal pure returns (int200 downcasted) {
+        downcasted = int200(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(200, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int192 from int256, reverting on
+     * overflow (when the input is less than smallest int192 or
+     * greater than largest int192).
+     *
+     * Counterpart to Solidity's `int192` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 192 bits
+     */
+    function toInt192(int256 value) internal pure returns (int192 downcasted) {
+        downcasted = int192(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(192, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int184 from int256, reverting on
+     * overflow (when the input is less than smallest int184 or
+     * greater than largest int184).
+     *
+     * Counterpart to Solidity's `int184` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 184 bits
+     */
+    function toInt184(int256 value) internal pure returns (int184 downcasted) {
+        downcasted = int184(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(184, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int176 from int256, reverting on
+     * overflow (when the input is less than smallest int176 or
+     * greater than largest int176).
+     *
+     * Counterpart to Solidity's `int176` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 176 bits
+     */
+    function toInt176(int256 value) internal pure returns (int176 downcasted) {
+        downcasted = int176(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(176, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int168 from int256, reverting on
+     * overflow (when the input is less than smallest int168 or
+     * greater than largest int168).
+     *
+     * Counterpart to Solidity's `int168` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 168 bits
+     */
+    function toInt168(int256 value) internal pure returns (int168 downcasted) {
+        downcasted = int168(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(168, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int160 from int256, reverting on
+     * overflow (when the input is less than smallest int160 or
+     * greater than largest int160).
+     *
+     * Counterpart to Solidity's `int160` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 160 bits
+     */
+    function toInt160(int256 value) internal pure returns (int160 downcasted) {
+        downcasted = int160(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(160, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int152 from int256, reverting on
+     * overflow (when the input is less than smallest int152 or
+     * greater than largest int152).
+     *
+     * Counterpart to Solidity's `int152` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 152 bits
+     */
+    function toInt152(int256 value) internal pure returns (int152 downcasted) {
+        downcasted = int152(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(152, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int144 from int256, reverting on
+     * overflow (when the input is less than smallest int144 or
+     * greater than largest int144).
+     *
+     * Counterpart to Solidity's `int144` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 144 bits
+     */
+    function toInt144(int256 value) internal pure returns (int144 downcasted) {
+        downcasted = int144(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(144, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int136 from int256, reverting on
+     * overflow (when the input is less than smallest int136 or
+     * greater than largest int136).
+     *
+     * Counterpart to Solidity's `int136` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 136 bits
+     */
+    function toInt136(int256 value) internal pure returns (int136 downcasted) {
+        downcasted = int136(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(136, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int128 from int256, reverting on
+     * overflow (when the input is less than smallest int128 or
+     * greater than largest int128).
+     *
+     * Counterpart to Solidity's `int128` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 128 bits
+     */
+    function toInt128(int256 value) internal pure returns (int128 downcasted) {
+        downcasted = int128(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(128, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int120 from int256, reverting on
+     * overflow (when the input is less than smallest int120 or
+     * greater than largest int120).
+     *
+     * Counterpart to Solidity's `int120` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 120 bits
+     */
+    function toInt120(int256 value) internal pure returns (int120 downcasted) {
+        downcasted = int120(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(120, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int112 from int256, reverting on
+     * overflow (when the input is less than smallest int112 or
+     * greater than largest int112).
+     *
+     * Counterpart to Solidity's `int112` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 112 bits
+     */
+    function toInt112(int256 value) internal pure returns (int112 downcasted) {
+        downcasted = int112(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(112, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int104 from int256, reverting on
+     * overflow (when the input is less than smallest int104 or
+     * greater than largest int104).
+     *
+     * Counterpart to Solidity's `int104` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 104 bits
+     */
+    function toInt104(int256 value) internal pure returns (int104 downcasted) {
+        downcasted = int104(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(104, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int96 from int256, reverting on
+     * overflow (when the input is less than smallest int96 or
+     * greater than largest int96).
+     *
+     * Counterpart to Solidity's `int96` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 96 bits
+     */
+    function toInt96(int256 value) internal pure returns (int96 downcasted) {
+        downcasted = int96(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(96, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int88 from int256, reverting on
+     * overflow (when the input is less than smallest int88 or
+     * greater than largest int88).
+     *
+     * Counterpart to Solidity's `int88` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 88 bits
+     */
+    function toInt88(int256 value) internal pure returns (int88 downcasted) {
+        downcasted = int88(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(88, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int80 from int256, reverting on
+     * overflow (when the input is less than smallest int80 or
+     * greater than largest int80).
+     *
+     * Counterpart to Solidity's `int80` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 80 bits
+     */
+    function toInt80(int256 value) internal pure returns (int80 downcasted) {
+        downcasted = int80(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(80, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int72 from int256, reverting on
+     * overflow (when the input is less than smallest int72 or
+     * greater than largest int72).
+     *
+     * Counterpart to Solidity's `int72` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 72 bits
+     */
+    function toInt72(int256 value) internal pure returns (int72 downcasted) {
+        downcasted = int72(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(72, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int64 from int256, reverting on
+     * overflow (when the input is less than smallest int64 or
+     * greater than largest int64).
+     *
+     * Counterpart to Solidity's `int64` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 64 bits
+     */
+    function toInt64(int256 value) internal pure returns (int64 downcasted) {
+        downcasted = int64(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(64, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int56 from int256, reverting on
+     * overflow (when the input is less than smallest int56 or
+     * greater than largest int56).
+     *
+     * Counterpart to Solidity's `int56` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 56 bits
+     */
+    function toInt56(int256 value) internal pure returns (int56 downcasted) {
+        downcasted = int56(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(56, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int48 from int256, reverting on
+     * overflow (when the input is less than smallest int48 or
+     * greater than largest int48).
+     *
+     * Counterpart to Solidity's `int48` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 48 bits
+     */
+    function toInt48(int256 value) internal pure returns (int48 downcasted) {
+        downcasted = int48(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(48, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int40 from int256, reverting on
+     * overflow (when the input is less than smallest int40 or
+     * greater than largest int40).
+     *
+     * Counterpart to Solidity's `int40` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 40 bits
+     */
+    function toInt40(int256 value) internal pure returns (int40 downcasted) {
+        downcasted = int40(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(40, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int32 from int256, reverting on
+     * overflow (when the input is less than smallest int32 or
+     * greater than largest int32).
+     *
+     * Counterpart to Solidity's `int32` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 32 bits
+     */
+    function toInt32(int256 value) internal pure returns (int32 downcasted) {
+        downcasted = int32(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(32, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int24 from int256, reverting on
+     * overflow (when the input is less than smallest int24 or
+     * greater than largest int24).
+     *
+     * Counterpart to Solidity's `int24` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 24 bits
+     */
+    function toInt24(int256 value) internal pure returns (int24 downcasted) {
+        downcasted = int24(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(24, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int16 from int256, reverting on
+     * overflow (when the input is less than smallest int16 or
+     * greater than largest int16).
+     *
+     * Counterpart to Solidity's `int16` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 16 bits
+     */
+    function toInt16(int256 value) internal pure returns (int16 downcasted) {
+        downcasted = int16(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(16, value);
+        }
+    }
+
+    /**
+     * @dev Returns the downcasted int8 from int256, reverting on
+     * overflow (when the input is less than smallest int8 or
+     * greater than largest int8).
+     *
+     * Counterpart to Solidity's `int8` operator.
+     *
+     * Requirements:
+     *
+     * - input must fit into 8 bits
+     */
+    function toInt8(int256 value) internal pure returns (int8 downcasted) {
+        downcasted = int8(value);
+        if (downcasted != value) {
+            revert SafeCastOverflowedIntDowncast(8, value);
+        }
+    }
+
+    /**
+     * @dev Converts an unsigned uint256 into a signed int256.
+     *
+     * Requirements:
+     *
+     * - input must be less than or equal to maxInt256.
+     */
+    function toInt256(uint256 value) internal pure returns (int256) {
+        // Note: Unsafe cast below is okay because `type(int256).max` is guaranteed to be positive
+        if (value > uint256(type(int256).max)) {
+            revert SafeCastOverflowedUintToInt(value);
+        }
+        return int256(value);
+    }
+
+    /**
+     * @dev Cast a boolean (false or true) to a uint256 (0 or 1) with no jump.
+     */
+    function toUint(bool b) internal pure returns (uint256 u) {
+        assembly ("memory-safe") {
+            u := iszero(iszero(b))
+        }
+    }
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/ecdsa.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/ecdsa.sol
new file mode 100644
index 000000000..6bc05ee9a
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/ecdsa.sol
@@ -0,0 +1,20 @@
+pragma solidity ^0.8.20;
+
+import {Math} from "./Math.sol";
+import {Errors} from "./Errors.sol";
+import {P256} from "./P256.sol";
+
+contract testEcdsaR1Contract {
+    function test_ecdsa_verify_p256() public payable returns (bool) {
+        bytes32 h = 0xaf2bdbe1aa9b6ec1e2ade1d694f41fc71a831d0268e9891562113d8a62add1bf;
+        bytes32 r = 0xEFD48B2AACB6A8FD1140DD9CD45E81D69D2C877B56AAF991C34D0EA84EAF3716;
+        // bytes32 s = 0xF7CB1C942D657C41D436C7A1B6E29F65F3E900DBB9AFF4064DC4AB2F843ACDA8;
+        bytes32 s = 0x0834e36ad29a83bf2bc9385e491d6099c8fdf9d1ed67aa7ea5f51f93782857a9; // n - s
+        bytes32 px = 0x60FED4BA255A9D31C961EB74C6356D68C049B8923B61FA6CE669622E60F29FB6;
+        bytes32 py = 0x7903FE1008B8BC99A41AE9E95628BC64F2F1B20C2D7E9F5177A3C294D4462299;
+
+        bool isValid =  P256.verifySolidity(h, r, s, px, py);
+        require(isValid, "Signature verification failed");
+        return isValid;
+    }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/ecdsa.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/ecdsa.wasm
new file mode 100644
index 000000000..a681b32ac
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/ecdsa/ecdsa.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6b50601c902ce0ecf065e461219fd5b5ef36ada76f813610519cf2091dcc6c6
+size 43811
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/erc1155.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/erc1155.sol
new file mode 100644
index 000000000..29aef1ada
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/erc1155.sol
@@ -0,0 +1,37 @@
+// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.0;
+
+import "@openzeppelin/contracts/token/ERC1155/ERC1155.sol";
+import "@openzeppelin/contracts/access/Ownable.sol";
+
+contract MyERC1155 is ERC1155, Ownable {
+    // Token name
+    string public name;
+    // Token symbol
+    string public symbol;
+
+    constructor() ERC1155("https://game.example/api/item/{id}.json") Ownable(msg.sender) {
+        name = "My Game Items";
+        symbol = "TestGameSymbol";
+    }
+
+    // Mint function that only owner can call
+    function mint(
+        address account,
+        uint256 id,
+        uint256 amount,
+        bytes memory data
+    ) public onlyOwner {
+        _mint(account, id, amount, data);
+    }
+
+    // Batch mint function that only owner can call
+    function mintBatch(
+        address to,
+        uint256[] memory ids,
+        uint256[] memory amounts,
+        bytes memory data
+    ) public onlyOwner {
+        _mintBatch(to, ids, amounts, data);
+    }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/erc1155.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/erc1155.wasm
new file mode 100644
index 000000000..5d199eafd
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/erc1155.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db58501ba952032a0b0e916de1d3b92393f710e4e36e2a005fa237919bd66ef0
+size 71406
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/sol_erc1155.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/sol_erc1155.wasm
new file mode 100644
index 000000000..545211ba9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc1155/sol_erc1155.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f59a6922496018f1004d94c935d6147e0586a80aebd84ca310297b60d3fac25e
+size 192227
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/erc20.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/erc20.sol
new file mode 100644
index 000000000..04efbca6b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/erc20.sol
@@ -0,0 +1,13 @@
+pragma solidity ^0.8.0;
+
+import "@openzeppelin/contracts/token/ERC20/ERC20.sol";
+
+contract GLDToken is ERC20 {
+  constructor(uint256 initialSupply) ERC20("Gold", "GLD") {
+    _mint(msg.sender, initialSupply);
+
+  }
+  function mint(address to, uint256 amount) public {
+    _mint(to, amount);
+  }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/erc20.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/erc20.wasm
new file mode 100644
index 000000000..8872e45dc
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/erc20.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9062d69da8330f24f2f153d68c46958d5d6afff630ecee13c4f588a5c51793e5
+size 32088
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/sol_erc20.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/sol_erc20.wasm
new file mode 100644
index 000000000..a64f01de4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc20/sol_erc20.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74d3f3df0feb9322e669ef9ee78bf1d0471504a9d7fe9980c356d136432ca226
+size 47393
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/erc721.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/erc721.sol
new file mode 100644
index 000000000..313a2e513
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/erc721.sol
@@ -0,0 +1,17 @@
+// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.20;
+
+import "@openzeppelin/contracts/token/ERC721/ERC721.sol";
+import "@openzeppelin/contracts/access/Ownable.sol";
+
+contract MyERC721 is ERC721, Ownable {
+    uint256 private _nextTokenId;
+
+    constructor() ERC721("MyNFT", "MNFT") Ownable(msg.sender) {}
+
+    function mint(address to) public onlyOwner returns (uint256) {
+        uint256 tokenId = _nextTokenId++;
+        _safeMint(to, tokenId);
+        return tokenId;
+    }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/erc721.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/erc721.wasm
new file mode 100644
index 000000000..9172cfb18
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/erc721.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e78ea0fea204ed8e686a9fa0dad66cb92f0b54480749be02738cda9bd723bf5e
+size 51373
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/sol_erc721.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/sol_erc721.wasm
new file mode 100644
index 000000000..fd596b6a3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/erc721/sol_erc721.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b89d619402ad99b86e80502f4ef57c30a4bf512d21b45a43088bbf2cd7c34605
+size 180905
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/c_fib.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/c_fib.wasm
new file mode 100644
index 000000000..fe4e4162f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/c_fib.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73a25f7e2535cba0ad25580d093e29b35fef47fb6f7120feb00e03a0c150c0c1
+size 478
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/fib.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/fib.sol
new file mode 100644
index 000000000..586e8c3cb
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/fib.sol
@@ -0,0 +1,20 @@
+pragma solidity ^0.8.0;
+
+contract FibonacciTest {
+
+    function fibonacci(uint n) public pure returns (uint) {
+        if (n == 0) return 0;
+        if (n == 1) return 1;
+        return fibonacci(n - 1) + fibonacci(n - 2);
+    }
+
+    function fibonacciTailOptimized(uint n) public pure returns (uint) {
+        return fibonacciTailRecursive(n, 0, 1);
+    }
+
+    function fibonacciTailRecursive(uint n, uint a, uint b) internal pure returns (uint) {
+        if (n == 0) return a;
+        if (n == 1) return b;
+        return fibonacciTailRecursive(n - 1, b, a + b);
+    }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/fib.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/fib.wasm
new file mode 100644
index 000000000..ac0374adf
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/fib.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc0033adeee85f96422fa9c9247a2717ce40efc6b61bf99e4d8482b9b71bb65b
+size 11288
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/sol_fib.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/sol_fib.wasm
new file mode 100644
index 000000000..517099d00
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/fibonacci/sol_fib.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c34728c6d1ac12cec7e917deed344e99da91b11e896ee75bac12095c54070860
+size 7103
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/generative_nft/GenerativeNFT.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/generative_nft/GenerativeNFT.sol
new file mode 100644
index 000000000..e94cbc3ed
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/generative_nft/GenerativeNFT.sol
@@ -0,0 +1,31 @@
+// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.0;
+
+contract GenerativeNFT {
+    uint256 constant P = 21888242871839275222246405745257275088548364400416034343698204186575808495617;
+    uint256 constant ROUNDS = 91;
+
+    function mimcSponge(uint256 input, uint256 key) internal pure returns (uint256) {
+        uint256 x = input;
+        for (uint256 i = 0; i < ROUNDS; i++) {
+            uint256 t = addmod(addmod(x, uint256(keccak256(abi.encodePacked(i))), P), key, P);
+            uint256 t2 = mulmod(t, t, P);
+            uint256 t4 = mulmod(t2, t2, P);
+            x = mulmod(mulmod(t4, t2, P), t, P);
+        }
+        return addmod(x, key, P);
+    }
+
+    function generate(uint256 tokenId) public pure returns (uint256) {
+        uint256 state = tokenId;
+
+        // Generate 8 layers, each with its own MiMC sponge absorption
+        for (uint256 layer = 0; layer < 8; layer++) {
+            state = mimcSponge(state, layer + 1);
+            uint256 attr = mimcSponge(state, layer + 100);
+            state = addmod(state, attr, P);
+        }
+
+        return state;
+    }
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/generative_nft/GenerativeNFT.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/generative_nft/GenerativeNFT.wasm
new file mode 100644
index 000000000..ddeab114f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/generative_nft/GenerativeNFT.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a9e6d1ccac2f0af6ca3f8cc33f2cee76a100bce5e4031e0bbfa2fc985e2f12f
+size 11768
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/merkle/MerkleProof.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/merkle/MerkleProof.sol
new file mode 100644
index 000000000..23673c12d
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/merkle/MerkleProof.sol
@@ -0,0 +1,50 @@
+// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.0;
+
+contract MerkleProof {
+    uint256 constant FIELD_PRIME = 21888242871839275222246405745257275088548364400416034343698204186575808495617;
+    uint256 constant MIMC_ROUNDS = 91;
+
+    function mimcHash(uint256 left, uint256 right) internal pure returns (uint256) {
+        uint256 c = 0;
+        uint256 x = left;
+        for (uint256 i = 0; i < MIMC_ROUNDS; i++) {
+            uint256 t = addmod(addmod(x, c, FIELD_PRIME), right, FIELD_PRIME);
+            uint256 t2 = mulmod(t, t, FIELD_PRIME);
+            uint256 t4 = mulmod(t2, t2, FIELD_PRIME);
+            x = mulmod(mulmod(t4, t2, FIELD_PRIME), t, FIELD_PRIME);
+            c = addmod(c, uint256(keccak256(abi.encodePacked(i))), FIELD_PRIME);
+        }
+        return addmod(x, right, FIELD_PRIME);
+    }
+
+    function verify(
+        uint256[] memory proof,
+        uint256 root,
+        uint256 leaf,
+        uint256[] memory positions
+    ) internal pure returns (bool) {
+        uint256 computedHash = leaf;
+        for (uint256 i = 0; i < proof.length; i++) {
+            if (positions[i] == 0) {
+                computedHash = mimcHash(computedHash, proof[i]);
+            } else {
+                computedHash = mimcHash(proof[i], computedHash);
+            }
+        }
+        return computedHash == root;
+    }
+
+    function benchmark() public pure returns (bool) {
+        uint256[] memory proof = new uint256[](8);
+        uint256[] memory positions = new uint256[](8);
+        uint256 leaf = 42;
+        uint256 hash = leaf;
+        for (uint256 i = 0; i < 8; i++) {
+            proof[i] = i * 7 + 13;
+            positions[i] = i % 2;
+            hash = mimcHash(hash, proof[i]);
+        }
+        return verify(proof, hash, leaf, positions);
+    }
+}
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/merkle/MerkleProof.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/merkle/MerkleProof.wasm
new file mode 100644
index 000000000..42fa153b2
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/merkle/MerkleProof.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32c700605b302f3f69af1e1242a01f476b9eb481dc5a6bd43276be89011f3ae0
+size 15373
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/poseidon/Poseidon.wasm b/benchmarks/paper/benchmarks/contracts/bench_contract/poseidon/Poseidon.wasm
new file mode 100644
index 000000000..4eab08936
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/poseidon/Poseidon.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e49516dae0cc9e5d57512b344fa2375c8e39fb2ce6de67dff6a8d31facab65a
+size 72189
diff --git a/benchmarks/paper/benchmarks/contracts/bench_contract/poseidon/poseidon.sol b/benchmarks/paper/benchmarks/contracts/bench_contract/poseidon/poseidon.sol
new file mode 100644
index 000000000..6034c2697
--- /dev/null
+++ b/benchmarks/paper/benchmarks/contracts/bench_contract/poseidon/poseidon.sol
@@ -0,0 +1,82 @@
+/// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.0;
+// import "hardhat/console.sol";
+
+
+
+contract Poseidon {
+  uint constant F = 21888242871839275222246405745257275088548364400416034343698204186575808495617;
+  uint constant ROUNDS_F = 8;
+  uint constant ROUNDS_P = 57;
+  uint constant T = 3;
+
+  uint constant M00 = 0x109b7f411ba0e4c9b2b70caf5c36a7b194be7c11ad24378bfedb68592ba8118b;
+  uint constant M01 = 0x2969f27eed31a480b9c36c764379dbca2cc8fdd1415c3dded62940bcde0bd771;
+  uint constant M02 = 0x143021ec686a3f330d5f9e654638065ce6cd79e28c5b3753326244ee65a1b1a7;
+  uint constant M10 = 0x16ed41e13bb9c0c66ae119424fddbcbc9314dc9fdbdeea55d6c64543dc4903e0;
+  uint constant M11 = 0x2e2419f9ec02ec394c9871c832963dc1b89d743c8c7b964029b2311687b1fe23;
+  uint constant M12 = 0x176cc029695ad02582a70eff08a6fd99d057e12e58e7d7b6b16cdfabc8ee2911;
+  uint constant M20 = 0x2b90bba00fca0589f617e7dcbfe82e0df706ab640ceb247b791a93b74e36736d;
+  uint constant M21 = 0x101071f0032379b697315876690f053d148d4e109f5fb065c8aacc55a0f89bfa;
+  uint constant M22 = 0x19a3fc0a56702bf417ba7fee3802593fa644470307043f7773279cd71d25d5e0;
+
+//   function extBenchmark(address p) public view returns (uint) {
+//     uint g = gasleft();
+//     uint r = Poseidon2(p).poseidon([uint(2), 1]);
+//     console.log("iden3 impl", g - gasleft());
+//     return r;
+//   }
+
+//   function hashBenchmark(uint[2] memory inputs) public view returns (uint) {
+//     uint g = gasleft();
+//     uint r = hash(inputs);
+//     console.log("solidity impl", g - gasleft());
+//     return r;
+//   }
+
+  function test_poseidon() public payable returns (bool) {
+    uint[2] memory input = [
+        0x08fd69dd1602112194d1fefd8c2b20242e371879feba6683a4bdeebd6e8f121c,
+        0x2a17023cc2483bf305661df2580c3b29444f8b954de7f2166091592ba7728591
+    ];
+    uint expected = 0x312caa17b630038ed8ffb058c6aac74159c87d55c558223b953afcddcfc7df6;
+    uint r = hash(input);
+    // console.log("r = ", r);
+    // require(r==expected, "poseidon result not match");
+    return r==expected;
+  }
+
+  function hash(uint[2] memory inputs) public pure  returns (uint) {
+    uint[195] memory C = [0x0ee9a592ba9a9518d05986d656f40c2114c4993c11bb29938d21d47304cd8e6e, 0x00f1445235f2148c5986587169fc1bcd887b08d4d00868df5696fff40956e864, 0x08dff3487e8ac99e1f29a058d0fa80b930c728730b7ab36ce879f3890ecf73f5, 0x2f27be690fdaee46c3ce28f7532b13c856c35342c84bda6e20966310fadc01d0, 0x2b2ae1acf68b7b8d2416bebf3d4f6234b763fe04b8043ee48b8327bebca16cf2, 0x0319d062072bef7ecca5eac06f97d4d55952c175ab6b03eae64b44c7dbf11cfa, 0x28813dcaebaeaa828a376df87af4a63bc8b7bf27ad49c6298ef7b387bf28526d, 0x2727673b2ccbc903f181bf38e1c1d40d2033865200c352bc150928adddf9cb78, 0x234ec45ca27727c2e74abd2b2a1494cd6efbd43e340587d6b8fb9e31e65cc632, 0x15b52534031ae18f7f862cb2cf7cf760ab10a8150a337b1ccd99ff6e8797d428, 0x0dc8fad6d9e4b35f5ed9a3d186b79ce38e0e8a8d1b58b132d701d4eecf68d1f6, 0x1bcd95ffc211fbca600f705fad3fb567ea4eb378f62e1fec97805518a47e4d9c, 0x10520b0ab721cadfe9eff81b016fc34dc76da36c2578937817cb978d069de559, 0x1f6d48149b8e7f7d9b257d8ed5fbbaf42932498075fed0ace88a9eb81f5627f6, 0x1d9655f652309014d29e00ef35a2089bfff8dc1c816f0dc9ca34bdb5460c8705, 0x04df5a56ff95bcafb051f7b1cd43a99ba731ff67e47032058fe3d4185697cc7d, 0x0672d995f8fff640151b3d290cedaf148690a10a8c8424a7f6ec282b6e4be828, 0x099952b414884454b21200d7ffafdd5f0c9a9dcc06f2708e9fc1d8209b5c75b9, 0x052cba2255dfd00c7c483143ba8d469448e43586a9b4cd9183fd0e843a6b9fa6, 0x0b8badee690adb8eb0bd74712b7999af82de55707251ad7716077cb93c464ddc, 0x119b1590f13307af5a1ee651020c07c749c15d60683a8050b963d0a8e4b2bdd1, 0x03150b7cd6d5d17b2529d36be0f67b832c4acfc884ef4ee5ce15be0bfb4a8d09, 0x2cc6182c5e14546e3cf1951f173912355374efb83d80898abe69cb317c9ea565, 0x005032551e6378c450cfe129a404b3764218cadedac14e2b92d2cd73111bf0f9, 0x233237e3289baa34bb147e972ebcb9516469c399fcc069fb88f9da2cc28276b5, 0x05c8f4f4ebd4a6e3c980d31674bfbe6323037f21b34ae5a4e80c2d4c24d60280, 0x0a7b1db13042d396ba05d818a319f25252bcf35ef3aeed91ee1f09b2590fc65b, 0x2a73b71f9b210cf5b14296572c9d32dbf156e2b086ff47dc5df542365a404ec0, 0x1ac9b0417abcc9a1935107e9ffc91dc3ec18f2c4dbe7f22976a760bb5c50c460, 0x12c0339ae08374823fabb076707ef479269f3e4d6cb104349015ee046dc93fc0, 0x0b7475b102a165ad7f5b18db4e1e704f52900aa3253baac68246682e56e9a28e, 0x037c2849e191ca3edb1c5e49f6e8b8917c843e379366f2ea32ab3aa88d7f8448, 0x05a6811f8556f014e92674661e217e9bd5206c5c93a07dc145fdb176a716346f, 0x29a795e7d98028946e947b75d54e9f044076e87a7b2883b47b675ef5f38bd66e, 0x20439a0c84b322eb45a3857afc18f5826e8c7382c8a1585c507be199981fd22f, 0x2e0ba8d94d9ecf4a94ec2050c7371ff1bb50f27799a84b6d4a2a6f2a0982c887, 0x143fd115ce08fb27ca38eb7cce822b4517822cd2109048d2e6d0ddcca17d71c8, 0x0c64cbecb1c734b857968dbbdcf813cdf8611659323dbcbfc84323623be9caf1, 0x028a305847c683f646fca925c163ff5ae74f348d62c2b670f1426cef9403da53, 0x2e4ef510ff0b6fda5fa940ab4c4380f26a6bcb64d89427b824d6755b5db9e30c, 0x0081c95bc43384e663d79270c956ce3b8925b4f6d033b078b96384f50579400e, 0x2ed5f0c91cbd9749187e2fade687e05ee2491b349c039a0bba8a9f4023a0bb38, 0x30509991f88da3504bbf374ed5aae2f03448a22c76234c8c990f01f33a735206, 0x1c3f20fd55409a53221b7c4d49a356b9f0a1119fb2067b41a7529094424ec6ad, 0x10b4e7f3ab5df003049514459b6e18eec46bb2213e8e131e170887b47ddcb96c, 0x2a1982979c3ff7f43ddd543d891c2abddd80f804c077d775039aa3502e43adef, 0x1c74ee64f15e1db6feddbead56d6d55dba431ebc396c9af95cad0f1315bd5c91, 0x07533ec850ba7f98eab9303cace01b4b9e4f2e8b82708cfa9c2fe45a0ae146a0, 0x21576b438e500449a151e4eeaf17b154285c68f42d42c1808a11abf3764c0750, 0x2f17c0559b8fe79608ad5ca193d62f10bce8384c815f0906743d6930836d4a9e, 0x2d477e3862d07708a79e8aae946170bc9775a4201318474ae665b0b1b7e2730e, 0x162f5243967064c390e095577984f291afba2266c38f5abcd89be0f5b2747eab, 0x2b4cb233ede9ba48264ecd2c8ae50d1ad7a8596a87f29f8a7777a70092393311, 0x2c8fbcb2dd8573dc1dbaf8f4622854776db2eece6d85c4cf4254e7c35e03b07a, 0x1d6f347725e4816af2ff453f0cd56b199e1b61e9f601e9ade5e88db870949da9, 0x204b0c397f4ebe71ebc2d8b3df5b913df9e6ac02b68d31324cd49af5c4565529, 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+
+    uint state0 = 0;
+    uint state1 = inputs[0];
+    uint state2 = inputs[1];
+    uint swap0 = 0;
+    uint swap1 = inputs[0];
+    uint swap2 = inputs[1];
+    for (uint8 r = 0; r < ROUNDS_F + ROUNDS_P; r++) {
+      state0 = addmod(swap0, C[r * T + 0], F);
+      state1 = addmod(swap1, C[r * T + 1], F);
+      state2 = addmod(swap2, C[r * T + 2], F);
+
+      state0 = pow5mod(state0);
+      if (r < ROUNDS_F / 2 || r >= ROUNDS_F / 2 + ROUNDS_P) {
+        state1 = pow5mod(state1);
+        state2 = pow5mod(state2);
+      }
+
+      swap0 = addmod(addmod(addmod(0, mulmod(state0, M00, F), F), mulmod(state1, M10, F), F), mulmod(state2, M20, F), F);
+      swap1 = addmod(addmod(addmod(0, mulmod(state0, M01, F), F), mulmod(state1, M11, F), F), mulmod(state2, M21, F), F);
+      swap2 = addmod(addmod(addmod(0, mulmod(state0, M02, F), F), mulmod(state1, M12, F), F), mulmod(state2, M22, F), F);
+    }
+    return swap0;
+  }
+
+  function pow5mod(uint i) public pure returns (uint) {
+    uint a = mulmod(i, i, F);
+    uint c = mulmod(a, a, F);
+    return mulmod(i, c, F);
+  }
+
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/fib/README.md b/benchmarks/paper/benchmarks/fib/README.md
new file mode 100644
index 000000000..442c3ca82
--- /dev/null
+++ b/benchmarks/paper/benchmarks/fib/README.md
@@ -0,0 +1,19 @@
+# Standalone Fibonacci / MD5 Cases
+
+Standalone cases used by the paper's compute-intensive and general-purpose Wasm comparisons (no contract hostapi dependency).
+
+Source: experiment archive (original timings are in the paper's fib/overflow table).
+
+## Files
+
+| File | Description |
+|------|-------------|
+| `fib.sol` | iterative / tail-call-optimized Fibonacci Solidity contract source |
+| `fib.wasm` | fib.sol compiled via the Solidity→Wasm toolchain (recursive-call path, args=30/40) |
+| `fib.c.wasm` | C Fibonacci build artifact |
+| `fib_no_contract.c.wasm` | contract-free C Fibonacci (the `args=30/40` rows in `fib&overflow.md`) |
+| `md5.c` | MD5 C source (for compiling to wasm; artifact not archived) |
+
+## Corresponding Paper Data
+
+The `fib_no_contract.c.wasm (args=30/40)` and `fib.wasm (recursive, args=30/40)` rows in the paper's fib/overflow table.
diff --git a/benchmarks/paper/benchmarks/fib/fib.c.wasm b/benchmarks/paper/benchmarks/fib/fib.c.wasm
new file mode 100644
index 000000000..fe4e4162f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/fib/fib.c.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73a25f7e2535cba0ad25580d093e29b35fef47fb6f7120feb00e03a0c150c0c1
+size 478
diff --git a/benchmarks/paper/benchmarks/fib/fib.sol b/benchmarks/paper/benchmarks/fib/fib.sol
new file mode 100644
index 000000000..328aeed40
--- /dev/null
+++ b/benchmarks/paper/benchmarks/fib/fib.sol
@@ -0,0 +1,37 @@
+pragma solidity ^0.8.0;
+
+contract FibonacciTest {
+    
+    function fibonacci(uint n) public pure returns (uint) {
+        if (n == 0) return 0;
+        if (n == 1) return 1;
+
+        uint a = 0;
+        uint b = 1;
+        uint result;
+
+        for (uint i = 2; i <= n; i++) {
+            result = a + b;
+            a = b;
+            b = result;
+        }
+
+        return result;
+    }
+
+    function fibonacciTailOptimized(uint n) public pure returns (uint) {
+        if (n == 0) return 0;
+        
+        uint a = 0;
+        uint b = 1;
+
+        while (n > 1) {
+            uint temp = b;
+            b = a + b;
+            a = temp;
+            n--;
+        }
+
+        return b;
+    }
+}
\ No newline at end of file
diff --git a/benchmarks/paper/benchmarks/fib/fib.wasm b/benchmarks/paper/benchmarks/fib/fib.wasm
new file mode 100644
index 000000000..517099d00
--- /dev/null
+++ b/benchmarks/paper/benchmarks/fib/fib.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c34728c6d1ac12cec7e917deed344e99da91b11e896ee75bac12095c54070860
+size 7103
diff --git a/benchmarks/paper/benchmarks/fib/fib_no_contract.c.wasm b/benchmarks/paper/benchmarks/fib/fib_no_contract.c.wasm
new file mode 100644
index 000000000..3b09a60a8
--- /dev/null
+++ b/benchmarks/paper/benchmarks/fib/fib_no_contract.c.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f7ca9196ff8a41731e84d45d1cba8a34b7bb56f48cd1403a37a8dabf8fe227c
+size 322
diff --git a/benchmarks/paper/benchmarks/fib/md5.c b/benchmarks/paper/benchmarks/fib/md5.c
new file mode 100644
index 000000000..a5fb860e4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/fib/md5.c
@@ -0,0 +1,51 @@
+#include <stdint.h>
+#include <openssl/md5.h>
+
+/*
+ * Custom memcmp implementation for comparing two memory blocks.
+ */
+int my_memcmp(const void *s1, const void *s2, size_t n) {
+    const unsigned char *p1 = (const unsigned char *)s1;
+    const unsigned char *p2 = (const unsigned char *)s2;
+
+    for (size_t i = 0; i < n; i++) {
+        if (p1[i] != p2[i]) {
+            return p1[i] - p2[i];
+        }
+    }
+    return 0; // identical
+}
+
+/*
+ * Custom strlen implementation for computing string length.
+ */
+size_t my_strlen(const char *s) {
+    size_t len = 0;
+    while (s[len] != '\0') {
+        len++;
+    }
+    return len;
+}
+
+/*
+ * Compare the MD5 hash of the string "hello world" with the expected value.
+ * Returns 1 (true) if hashes match, otherwise returns 0 (false).
+ */
+int check_md5() {
+    const char *input_string = "hello world";   // Input string
+    const unsigned char expected[MD5_DIGEST_LENGTH] = {
+        0x5e, 0xb6, 0x3b, 0xbb, 0xe0, 0x1e, 0xee, 0xd0, 
+        0x93, 0xcb, 0x22, 0xbb, 0x8f, 0x5a, 0xcd, 0xc3  // Expected MD5 hash
+    };
+
+    unsigned char md5_output[MD5_DIGEST_LENGTH];  // Buffer to store computed MD5
+
+    // MD5 computation
+    MD5_CTX ctx;
+    MD5_Init(&ctx);
+    MD5_Update(&ctx, input_string, my_strlen(input_string));
+    MD5_Final(md5_output, &ctx);
+
+    // Compare computed MD5 with expected MD5 using custom memcmp.
+    return my_memcmp(md5_output, expected, MD5_DIGEST_LENGTH) == 0;
+}
diff --git a/benchmarks/paper/benchmarks/overflow/README.md b/benchmarks/paper/benchmarks/overflow/README.md
new file mode 100644
index 000000000..c0c9882bc
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/README.md
@@ -0,0 +1,37 @@
+# Overflow + fib(30) Benchmarks
+
+A Uniswap-swap-style **integer-overflow check** test plus a **fib(30) iteration** test. Both share the same 5-way benchmark (DTVM vs Wasmtime 45 / Wasmer 7.1 cranelift / singlepass / llvm).
+
+## Entry Points
+
+| File | Contents |
+|------|----------|
+| [`REPRODUCE_fib_overflow_5way.md`](REPRODUCE_fib_overflow_5way.md) | 5-way reproduction guide (runtime install → wasm build → benchmark → methodology) |
+| `run_dtvm.sh` | reruns the DTVM column (builds the wasm on first run) |
+| `run_wasmtime45.sh` | reruns the wasmtime column |
+
+## Key Parameters
+
+| Experiment | Parameters |
+|------------|-----------|
+| **fib(30) iterative** | 500,000,000 outer iterations × fib(30) with 8x unrolling; pure integer math, no imports / memory |
+| **Integer overflow** | `n=100000000`, `input_amount=2000000`; DTVM uses `checked_i64_*` host functions, other runtimes use `__builtin_*_overflow` compiled into the wasm |
+
+## Benchmark Dependencies
+
+- DTVM main HEAD (see `../../runtimes/dtvm_main/README.md` or `REPRODUCE_fib_overflow_5way.md` §1)
+- Wasmtime 45.0.0 (`../../runtimes/wasmtime-45.0.0/`)
+- Wasmer 7.1.0, three backends, incl. LLVM 21 (`../../runtimes/wasmer-7.1.0/`)
+- Emscripten (wasm build; measured locally with 5.0.7, `-O2`)
+- `taskset -c 0` single-core pinning + 5 reps → median
+
+## Files
+
+| File | Description |
+|------|-------------|
+| `perf_test_swap_pool.cpp` | overflow C++ source (DTVM / non-DTVM / wasmer variants selected by macros) |
+| `perf_test_fib_iter.cpp`, `perf_test_fib_iter_unrolled.cpp` | fib(30) iterative C++ sources |
+| `perf_test_fib.cpp` / `fib_recursive.cpp` | fib(30) recursive variants (reference) |
+| `perf_test_swap_pool_{dtvm,non_dtvm,wasmer}_O{0,1,2,g}.wasm` | overflow build artifacts (12) |
+| `perf_test_fib*.wasm`, `fib_recursive*.wasm` | fib build artifacts |
+| `build.sh` | legacy build script (paper-era wasmtime 31; historical reference — use `run_*.sh` now) |
diff --git a/benchmarks/paper/benchmarks/overflow/REPRODUCE_fib_overflow_5way.md b/benchmarks/paper/benchmarks/overflow/REPRODUCE_fib_overflow_5way.md
new file mode 100644
index 000000000..5a884a5ce
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/REPRODUCE_fib_overflow_5way.md
@@ -0,0 +1,166 @@
+# Reproduction Guide: fib(30) + Overflow 5-way Benchmark
+
+## Prerequisites
+
+- Linux x86_64 system
+- Rust toolchain (for building Wasmer)
+- LLVM 21 (for the Wasmer LLVM backend)
+- Emscripten (for compiling wasm from C++)
+- CMake 3.20+, GCC/Clang with C++17
+
+## 1. Build DTVM
+
+```bash
+cd /path/to/DTVM
+cmake -B build -DCMAKE_BUILD_TYPE=Release \
+  -DZEN_ENABLE_MULTIPASS_JIT=ON \
+  -DZEN_ENABLE_CHECKED_ARITHMETIC=ON \
+  -DZEN_ENABLE_BUILTIN_LIBC=ON
+cmake --build build -j$(nproc) --target dtvm
+```
+
+## 2. Install Wasmtime 45.0.0
+
+```bash
+curl https://wasmtime.dev/install.sh -sSf | bash -s -- --version v45.0.0
+# Binary: ~/.wasmtime/bin/wasmtime
+~/.wasmtime/bin/wasmtime --version
+# Expected: wasmtime 45.0.0
+```
+
+## 3. Build Wasmer 7.1.0
+
+```bash
+# Extract LLVM 21 (for the LLVM backend)
+cd /opt
+tar xf LLVM-21.1.8-Linux-X64.tar.xz
+export LLVM_SYS_211_PREFIX=/opt/LLVM-21.1.8-Linux-X64
+
+# Build Wasmer with all 3 backends
+git clone --branch v7.1.0 --depth 1 https://github.com/wasmerio/wasmer.git wasmer-7.1.0
+cd wasmer-7.1.0
+cargo build --release --features cranelift,singlepass,llvm
+# Binary: target/release/wasmer
+```
+
+## 4. Compile Wasm Files
+
+### fib(30) iterative (shared by all runtimes)
+
+```bash
+cd benchmarks/overflow
+
+# Compile with emscripten (reactor mode, no main)
+emcc -O2 -s STANDALONE_WASM=1 -s EXPORTED_FUNCTIONS='["_test_fib_iter"]' \
+  --no-entry -o perf_test_fib_iter_invoke.wasm perf_test_fib_iter.cpp
+```
+
+### Integer overflow — DTVM variant
+
+```bash
+emcc -O2 -s STANDALONE_WASM=1 -DENABLE_DTVM_TEST \
+  -s EXPORTED_FUNCTIONS='["_test_dtvm"]' \
+  --no-entry -o perf_test_swap_pool_dtvm_O2.wasm perf_test_swap_pool.cpp
+```
+
+### Integer overflow — Wasmtime variant (reactor, --invoke)
+
+```bash
+emcc -O2 -s STANDALONE_WASM=1 \
+  -s EXPORTED_FUNCTIONS='["_test_traditional"]' \
+  --no-entry -o perf_test_swap_pool_non_dtvm_O2.wasm perf_test_swap_pool.cpp
+```
+
+### Integer overflow — Wasmer variant (with main entry)
+
+```bash
+emcc -O2 -s STANDALONE_WASM=1 \
+  -o perf_test_swap_pool_wasmer_O2.wasm perf_test_swap_pool.cpp
+```
+
+## 5. Run Benchmarks
+
+### Variables
+
+```bash
+DTVM=./build/dtvm
+WASMTIME=~/.wasmtime/bin/wasmtime
+WASMER=/path/to/wasmer-7.1.0/target/release/wasmer
+BENCH=benchmarks/overflow
+FIB_WASM=$BENCH/perf_test_fib_iter_invoke.wasm
+```
+
+### Benchmark 1: fib(30) iterative (500M iterations)
+
+```bash
+# DTVM
+taskset -c 0 bash -c "time $DTVM $FIB_WASM -m multipass \
+  -f test_fib_iter --args 500000000 30"
+
+# Wasmtime 45
+taskset -c 0 bash -c "time $WASMTIME run -C cache=n \
+  --invoke test_fib_iter $FIB_WASM 500000000 30"
+
+# Wasmer Cranelift
+taskset -c 0 bash -c "time $WASMER run --cranelift \
+  --invoke test_fib_iter $FIB_WASM -- 500000000 30"
+
+# Wasmer Singlepass
+taskset -c 0 bash -c "time $WASMER run --singlepass \
+  --invoke test_fib_iter $FIB_WASM -- 500000000 30"
+
+# Wasmer LLVM
+taskset -c 0 bash -c "time $WASMER run --llvm \
+  --invoke test_fib_iter $FIB_WASM -- 500000000 30"
+```
+
+**Expected output:** `832040` (= fib(30))
+
+### Benchmark 2: Integer overflow (100M iterations)
+
+```bash
+# DTVM (uses checked_i64 hostapi)
+taskset -c 0 bash -c "time $DTVM --format wasm -m multipass \
+  -f test_dtvm $BENCH/perf_test_swap_pool_dtvm_O2.wasm --args 100000000 2000000"
+
+# Wasmtime 45 (uses __builtin_*_overflow)
+taskset -c 0 bash -c "time $WASMTIME run -C cache=n \
+  --invoke test_traditional $BENCH/perf_test_swap_pool_non_dtvm_O2.wasm \
+  100000000 2000000"
+
+# Wasmer Cranelift
+taskset -c 0 bash -c "time $WASMER run --cranelift \
+  $BENCH/perf_test_swap_pool_wasmer_O2.wasm -- 100000000 2000000"
+
+# Wasmer Singlepass
+taskset -c 0 bash -c "time $WASMER run --singlepass \
+  $BENCH/perf_test_swap_pool_wasmer_O2.wasm -- 100000000 2000000"
+
+# Wasmer LLVM
+taskset -c 0 bash -c "time $WASMER run --llvm \
+  $BENCH/perf_test_swap_pool_wasmer_O2.wasm -- 100000000 2000000"
+```
+
+**Expected output:** `423724150000000` (consistent across all runtimes)
+
+## 6. Methodology
+
+- **CPU pinning:** `taskset -c 0` pins to a single core to reduce variance
+- **Repetitions:** 5 reps per configuration, report **median**
+- **Timing:** bash `time` command (wall-clock `real` time)
+- **Warm-up:** None needed — compilation time is negligible for these small modules
+- **Cache:** Wasmtime cache disabled (`-C cache=n`) for fair comparison
+
+## 7. Notes
+
+- The overflow benchmark uses **different wasm files** per runtime: DTVM uses
+  native `checked_i64_*` host functions, while other runtimes use
+  `__builtin_*_overflow` compiled to wasm branches. This reflects a real
+  architectural advantage of DTVM, not a testing artifact.
+
+- Wasmer 7.1.0 has a bug with `--invoke` on reactor-style wasm modules
+  (exit code 45 for parameter passing), so the overflow benchmark for
+  Wasmer uses wasm files with a `main()` entry point instead.
+
+- Each benchmark run takes 2-13 seconds depending on runtime, so a full
+  5-rep 5-runtime 2-benchmark suite completes in ~10 minutes.
diff --git a/benchmarks/paper/benchmarks/overflow/build.sh b/benchmarks/paper/benchmarks/overflow/build.sh
new file mode 100644
index 000000000..1d0b7a565
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/build.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+set -e
+
+# Same workload two ways: with the DTVM checked-arithmetic hostapi (dtvm build) vs plain wasm (wasmtime).
+
+
+# build for dtvm
+echo 'swap overflow perf test of dtvm'
+em++ -std=c++17 -o perf_test_swap_pool_dtvm.wasm -O2 perf_test_swap_pool.cpp -DENABLE_DTVM_TEST -I . -s 'EXPORTED_FUNCTIONS=["_test_dtvm"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_dtvm.wasm -O1 perf_test_swap_pool.cpp -DENABLE_DTVM_TEST -I . -s 'EXPORTED_FUNCTIONS=["_test_dtvm"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_dtvm.wasm -O0 perf_test_swap_pool.cpp -DENABLE_DTVM_TEST -I . -s 'EXPORTED_FUNCTIONS=["_test_dtvm"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_dtvm.wasm -g perf_test_swap_pool.cpp -DENABLE_DTVM_TEST -I . -s 'EXPORTED_FUNCTIONS=["_test_dtvm"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+cmake --build build -j7
+wasm2wat -o perf_test_swap_pool_dtvm.wat perf_test_swap_pool_dtvm.wasm
+time ./build/dtvm -m multipass -f test_dtvm perf_test_swap_pool_dtvm.wasm --args 100000000 2000000
+
+# build for non dtvm
+echo 'swap overflow perf test of wasmtime'
+em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -O2 perf_test_swap_pool.cpp -I . -s 'EXPORTED_FUNCTIONS=["_test_traditional"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -O1 perf_test_swap_pool.cpp -I . -s 'EXPORTED_FUNCTIONS=["_test_traditional"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -O0 perf_test_swap_pool.cpp -I . -s 'EXPORTED_FUNCTIONS=["_test_traditional"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -g perf_test_swap_pool.cpp -I . -s 'EXPORTED_FUNCTIONS=["_test_traditional"]' --no-entry -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+wasm2wat -o perf_test_swap_pool_non_dtvm.wat perf_test_swap_pool_non_dtvm.wasm
+time /opt/wasmtime-v31.0.0-x86_64-linux/wasmtime --invoke test_traditional perf_test_swap_pool_non_dtvm.wasm 100000000 2000000
+
+# build for wasmer
+echo 'swap overflow perf test of wasmer'
+em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -O2 perf_test_swap_pool.cpp -I . -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -O1 perf_test_swap_pool.cpp -I . -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -O0 perf_test_swap_pool.cpp -I . -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+# em++ -std=c++17 -o perf_test_swap_pool_non_dtvm.wasm -g perf_test_swap_pool.cpp -I . -Wl,--allow-undefined -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 -s STANDALONE_WASM=0 -s PURE_WASI=1
+wasm2wat -o perf_test_swap_pool_non_dtvm.wat perf_test_swap_pool_non_dtvm.wasm
+# wasmer --llvm , wasmer --cranelift, wasmer-singlepass
+time wasmer run --llvm perf_test_swap_pool_non_dtvm.wasm -- 100000000 2000000
+time wasmer run --cranelift perf_test_swap_pool_non_dtvm.wasm -- 100000000 2000000
+time wasmer run --singlepass perf_test_swap_pool_non_dtvm.wasm -- 100000000 2000000
diff --git a/benchmarks/paper/benchmarks/overflow/fib_recursive.cpp b/benchmarks/paper/benchmarks/overflow/fib_recursive.cpp
new file mode 100644
index 000000000..6f3c4fac4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/fib_recursive.cpp
@@ -0,0 +1,27 @@
+// Recursive Fibonacci benchmark — standalone wasm version
+// Usage: fibonacci_recursive(n) returns fib(n)
+// Intentionally uses naive recursive algorithm to create meaningful workload
+
+#include <stdint.h>
+
+__attribute__((noinline))
+int64_t fib(int64_t n) {
+    if (n <= 1) return n;
+    return fib(n - 1) + fib(n - 2);
+}
+
+// Entry point for DTVM/wasmtime --invoke
+extern "C" int64_t fibonacci_recursive(int n) {
+    return fib((int64_t)n);
+}
+
+// Entry point for wasmer run (via main)
+int main(int argc, char* argv[]) {
+    if (argc < 2) return 1;
+    int n = 0;
+    for (const char* p = argv[1]; *p >= '0' && *p <= '9'; ++p)
+        n = n * 10 + (*p - '0');
+    volatile int64_t result = fib((int64_t)n);
+    (void)result;
+    return 0;
+}
diff --git a/benchmarks/paper/benchmarks/overflow/fib_recursive_invoke.wasm b/benchmarks/paper/benchmarks/overflow/fib_recursive_invoke.wasm
new file mode 100755
index 000000000..dcda439b4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/fib_recursive_invoke.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b20c60a41b3ab808174e7df7b503ad4bcd2b73cf076cebf424fe94468059201d
+size 200
diff --git a/benchmarks/paper/benchmarks/overflow/fib_recursive_main.wasm b/benchmarks/paper/benchmarks/overflow/fib_recursive_main.wasm
new file mode 100755
index 000000000..766a14e10
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/fib_recursive_main.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81866afb2045510399b9d1b7864c1cfcd5139156ca794894017c5934f3d0d67f
+size 577
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib.cpp b/benchmarks/paper/benchmarks/overflow/perf_test_fib.cpp
new file mode 100644
index 000000000..5c1dbe1a8
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib.cpp
@@ -0,0 +1,65 @@
+/**
+ * Fibonacci Benchmark
+ * -------------------
+ * Recursive fibonacci — compute-intensive benchmark to measure
+ * JIT compilation quality across different Wasm runtimes.
+ *
+ * Unlike perf_test_swap_pool.cpp, this benchmark does NOT use any
+ * DTVM-specific host APIs. The same source and wasm binary can be
+ * used across DTVM, Wasmtime, and Wasmer for a fair comparison.
+ *
+ * Usage:
+ *   test_fib(iterations, fib_n)
+ *     - iterations: number of times to call fib(fib_n) in a loop
+ *     - fib_n:      fibonacci input (e.g. 30)
+ *   Returns the last fib result (for correctness check).
+ *
+ * Build (invoke-style, no main, for DTVM/wasmtime --invoke):
+ *   em++ perf_test_fib.cpp -O2 -o perf_test_fib_invoke.wasm \
+ *       --no-entry \
+ *       -s EXPORTED_FUNCTIONS='["_test_fib"]' \
+ *       -s EXPORTED_RUNTIME_METHODS='[]'
+ *
+ * Build (main-style, for wasmer run / wasmtime run):
+ *   em++ perf_test_fib.cpp -O2 -o perf_test_fib_main.wasm \
+ *       -s EXPORTED_FUNCTIONS='["_test_fib"]' \
+ *       -s EXPORTED_RUNTIME_METHODS='[]'
+ *
+ * Run:
+ *   dtvm perf_test_fib_invoke.wasm -m multipass -f test_fib --args 10000 30
+ *   wasmtime run -C cache=n --invoke test_fib perf_test_fib_invoke.wasm 10000 30
+ *   wasmer run --invoke test_fib perf_test_fib_invoke.wasm -- 10000 30
+ *   wasmer run --singlepass --invoke test_fib perf_test_fib_invoke.wasm -- 10000 30
+ */
+#include <cstdint>
+#include <cstdlib>
+
+// Naive recursive fibonacci — O(2^n) by design to stress the JIT
+__attribute__((noinline))
+static int64_t fib(int64_t n) {
+    if (n <= 1) return n;
+    return fib(n - 1) + fib(n - 2);
+}
+
+// Prevent the compiler from hoisting fib() out of the loop.
+// Each iteration feeds (result & 1) back into fib_n, creating a true
+// data dependency. Since (result & 1) is 0 or 1, the actual input is
+// fib_n or fib_n+1, negligible difference for benchmarking purposes.
+extern "C" int64_t test_fib(int32_t iterations, int32_t fib_n) {
+    int64_t result = 0;
+    for (int32_t i = 0; i < iterations; i++) {
+        result = fib(static_cast<int64_t>(fib_n) + (result & 1));
+    }
+    return result;
+}
+
+// Entry for wasmer run / wasmtime run (via _start -> main)
+int main(int argc, char* argv[]) {
+    int iterations = 10000;
+    int fib_n = 30;
+    if (argc >= 2) iterations = atoi(argv[1]);
+    if (argc >= 3) fib_n = atoi(argv[2]);
+    volatile int64_t result = test_fib(iterations, fib_n);
+    (void)result;
+    return 0;
+}
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib_invoke.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_fib_invoke.wasm
new file mode 100755
index 000000000..7429e1eea
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib_invoke.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:029bff8a0be71c7553b5da01ae048d2a82c7bbbdc96862cc48969c71d572bcbd
+size 330
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter.cpp b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter.cpp
new file mode 100644
index 000000000..ed37ac078
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter.cpp
@@ -0,0 +1,54 @@
+/**
+ * Fibonacci Benchmark (Iterative version)
+ * ----------------------------------------
+ * Iterative fibonacci — matches fib.sol's actual implementation.
+ * Same wasm binary for all runtimes (no host API imports).
+ *
+ * Build:
+ *   em++ perf_test_fib_iter.cpp -O2 -o perf_test_fib_iter_invoke.wasm \
+ *       --no-entry \
+ *       -s EXPORTED_FUNCTIONS='["_test_fib_iter"]' \
+ *       -s EXPORTED_RUNTIME_METHODS='[]'
+ *
+ * Run:
+ *   dtvm perf_test_fib_iter_invoke.wasm -m multipass -f test_fib_iter --args 100000000 30
+ *   wasmtime run -C cache=n --invoke test_fib_iter perf_test_fib_iter_invoke.wasm 100000000 30
+ *   wasmer run --invoke test_fib_iter perf_test_fib_iter_invoke.wasm -- 100000000 30
+ *   wasmer run --singlepass --invoke test_fib_iter perf_test_fib_iter_invoke.wasm -- 100000000 30
+ */
+#include <cstdint>
+#include <cstdlib>
+
+// Iterative fibonacci — O(n), same as fib.sol
+__attribute__((noinline))
+static int64_t fib_iter(int64_t n) {
+    if (n == 0) return 0;
+    if (n == 1) return 1;
+    int64_t a = 0, b = 1;
+    for (int64_t i = 2; i <= n; i++) {
+        int64_t tmp = a + b;
+        a = b;
+        b = tmp;
+    }
+    return b;
+}
+
+// Entry point: run fib_iter(fib_n) for `iterations` times.
+// Data dependency (result & 1) prevents loop-invariant hoisting.
+extern "C" int64_t test_fib_iter(int32_t iterations, int32_t fib_n) {
+    int64_t result = 0;
+    for (int32_t i = 0; i < iterations; i++) {
+        result = fib_iter(static_cast<int64_t>(fib_n) + (result & 1));
+    }
+    return result;
+}
+
+int main(int argc, char* argv[]) {
+    int iterations = 100000000;
+    int fib_n = 30;
+    if (argc >= 2) iterations = atoi(argv[1]);
+    if (argc >= 3) fib_n = atoi(argv[2]);
+    volatile int64_t result = test_fib_iter(iterations, fib_n);
+    (void)result;
+    return 0;
+}
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_invoke.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_invoke.wasm
new file mode 100755
index 000000000..8e27e06ed
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_invoke.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c34d82e9f3e5a3f76cf9c57ba0e7dc99263201f0c615ceccc705b9969306266
+size 445
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_unrolled.cpp b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_unrolled.cpp
new file mode 100644
index 000000000..009e1f54f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_unrolled.cpp
@@ -0,0 +1,72 @@
+/**
+ * Fibonacci Benchmark (Iterative, MANUALLY 8x UNROLLED)
+ * -----------------------------------------------------
+ * Same as perf_test_fib_iter.cpp but with the inner loop manually
+ * unrolled 8x to simulate what Cranelift v45 does automatically.
+ * Purpose: verify that loop unrolling is the key optimization
+ * that would close the gap between DTVM and Cranelift.
+ *
+ * Build:
+ *   em++ perf_test_fib_iter_unrolled.cpp -O2 -o perf_test_fib_iter_unrolled.wasm \
+ *       --no-entry \
+ *       -s EXPORTED_FUNCTIONS='["_test_fib_iter_unrolled"]' \
+ *       -s EXPORTED_RUNTIME_METHODS='[]'
+ */
+#include <cstdint>
+
+__attribute__((noinline))
+static int64_t fib_iter_unrolled(int64_t n) {
+    if (n == 0) return 0;
+    if (n == 1) return 1;
+    int64_t a = 0, b = 1;
+    int64_t i = 2;
+
+    // Unrolled 8x: each iteration advances 8 fibonacci steps
+    int64_t limit = n - 7; // avoid overflow: loop while i <= n-7
+    for (; i <= limit; i += 8) {
+        int64_t t0 = a + b;  // step 1
+        int64_t t1 = b + t0; // step 2
+        int64_t t2 = t0 + t1; // step 3
+        int64_t t3 = t1 + t2; // step 4
+        int64_t t4 = t2 + t3; // step 5
+        int64_t t5 = t3 + t4; // step 6
+        int64_t t6 = t4 + t5; // step 7
+        int64_t t7 = t5 + t6; // step 8
+        a = t6;
+        b = t7;
+    }
+
+    // Remainder loop
+    for (; i <= n; i++) {
+        int64_t tmp = a + b;
+        a = b;
+        b = tmp;
+    }
+    return b;
+}
+
+extern "C" int64_t test_fib_iter_unrolled(int32_t iterations, int32_t fib_n) {
+    int64_t result = 0;
+    for (int32_t i = 0; i < iterations; i++) {
+        result = fib_iter_unrolled(static_cast<int64_t>(fib_n) + (result & 1));
+    }
+    return result;
+}
+
+int main(int argc, char* argv[]) {
+    int iterations = 500000000;
+    int fib_n = 30;
+    if (argc >= 2) {
+        iterations = 0;
+        for (const char* p = argv[1]; *p >= '0' && *p <= '9'; ++p)
+            iterations = iterations * 10 + (*p - '0');
+    }
+    if (argc >= 3) {
+        fib_n = 0;
+        for (const char* p = argv[2]; *p >= '0' && *p <= '9'; ++p)
+            fib_n = fib_n * 10 + (*p - '0');
+    }
+    volatile int64_t result = test_fib_iter_unrolled(iterations, fib_n);
+    (void)result;
+    return 0;
+}
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_unrolled.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_unrolled.wasm
new file mode 100755
index 000000000..4498424de
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib_iter_unrolled.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:856acd579a75f50e3950966253b0ac8439a9aa6b6a170d13aa5954e92dbee752
+size 670
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_fib_main.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_fib_main.wasm
new file mode 100755
index 000000000..fb0b51c13
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_fib_main.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a426bcd35e0602b1dc063a2cff7116777da6bdaa5ffc70216ba31c8c5524dcf6
+size 753
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool.cpp b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool.cpp
new file mode 100644
index 000000000..d3e7a227c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool.cpp
@@ -0,0 +1,187 @@
+/**
+ * DeFi AMM Overflow Protection Benchmark
+ * -------------------------------------
+ * This benchmark compares the performance of two integer overflow protection approaches
+ * in a realistic DeFi Automated Market Maker (AMM) scenario:
+ *
+ * 1. Traditional C/C++ approach using __builtin_*_overflow intrinsics
+ * 2. Wasm JIT VM approach using native checked_i*_* operations
+ *
+ * The test simulates token swap calculations based on the constant product formula (x*y=k),
+ * which is the core of many DEX platforms like Uniswap. Each calculation involves multiple
+ * arithmetic operations that require overflow protection to ensure financial safety.
+ *
+ * Integer overflow vulnerabilities have been the source of numerous DeFi exploits,
+ * making this a particularly relevant benchmark for blockchain applications.
+ */
+#include <iostream>
+#include <stdint.h>
+
+#ifdef ENABLE_DTVM_TEST
+// DTVM checked-arithmetic hostapi
+extern "C" int64_t checked_i64_add(int64_t a, int64_t b);
+extern "C" int64_t checked_i64_sub(int64_t a, int64_t b);
+extern "C" int64_t checked_i64_mul(int64_t a, int64_t b);
+#else
+#include <cstdio>
+#include <cstdlib>
+
+static void panic(const char* message) {
+    fprintf(stderr, "PANIC: %s", message);
+    exit(1);
+}
+
+#endif // ENABLE_DTVM_TEST
+
+#ifndef ENABLE_DTVM_TEST
+// Traditional overflow checking
+int64_t safe_add_traditional(int64_t a, int64_t b) {
+    int64_t result;
+    if (__builtin_add_overflow(a, b, &result)) {
+        panic("Integer overflow in addition");
+    }
+    return result;
+}
+
+int64_t safe_sub_traditional(int64_t a, int64_t b) {
+    int64_t result;
+    if (__builtin_sub_overflow(a, b, &result)) {
+        panic("Integer underflow in subtraction");
+    }
+    return result;
+}
+
+int64_t safe_mul_traditional(int64_t a, int64_t b) {
+    int64_t result;
+    if (__builtin_mul_overflow(a, b, &result)) {
+        panic("Integer overflow in multiplication");
+    }
+    return result;
+}
+
+int64_t safe_div_traditional(int64_t a, int64_t b) {
+    if (b == 0) {
+        panic("Division by zero");
+    }
+    if (a == INT64_MIN && b == -1) {
+        panic("Integer overflow in division");
+    }
+    return a / b;
+}
+
+// AMM output with traditional overflow checks
+int64_t get_output_amount_traditional(int64_t input_amount, int64_t input_reserve,
+                                       int64_t output_reserve, int64_t fee_numerator,
+                                       int64_t fee_denominator) {
+    // Input amount after the fee
+    int64_t input_with_fee = safe_mul_traditional(input_amount,
+                                               safe_sub_traditional(fee_denominator, fee_numerator));
+    input_with_fee = safe_div_traditional(input_with_fee, fee_denominator);
+
+    // Constant-product formula: output = (input_with_fee * output_reserve) / (input_reserve + input_with_fee)
+    int64_t numerator = safe_mul_traditional(input_with_fee, output_reserve);
+    int64_t denominator = safe_add_traditional(input_reserve, input_with_fee);
+    int64_t output_amount = safe_div_traditional(numerator, denominator);
+
+    return output_amount;
+}
+
+#endif // !ENABLE_DTVM_TEST
+
+// AMM output with WasmVM overflow checks
+#ifdef ENABLE_DTVM_TEST
+int64_t get_output_amount_wasmvm(int64_t input_amount, int64_t input_reserve,
+                                  int64_t output_reserve, int64_t fee_numerator,
+                                  int64_t fee_denominator) {
+    // Input amount after the fee
+    int64_t input_with_fee = checked_i64_mul(input_amount,
+                                          checked_i64_sub(fee_denominator, fee_numerator));
+    input_with_fee = input_with_fee/fee_denominator;
+
+    // Constant-product formula: output = (input_with_fee * output_reserve) / (input_reserve + input_with_fee)
+    int64_t numerator = checked_i64_mul(input_with_fee, output_reserve);
+    int64_t denominator = checked_i64_add(input_reserve, input_with_fee);
+    int64_t output_amount = numerator/denominator;
+
+    return output_amount;
+}
+#endif // ENABLE_DTVM_TEST
+
+// Test function - traditional overflow checks
+#ifndef ENABLE_DTVM_TEST
+extern "C" int64_t test_traditional(int n, int64_t input_amount) {
+    // volatile prevents optimization
+    volatile int64_t reserve_x = 1000000000000;
+    volatile int64_t reserve_y = 4000000000000;
+    volatile int64_t fee_numerator = 3;
+    volatile int64_t fee_denominator = 1000;
+
+    // pseudo-random seed prevents loop unrolling
+    volatile int seed = n;
+    int64_t total_output = 0;
+
+    for (volatile int i = 0; i < n; i++) {
+        // pseudo-random direction
+        int direction = (i + seed) % 2;
+
+        if (direction == 0) {
+            int64_t output = get_output_amount_traditional(
+                input_amount, reserve_x, reserve_y, fee_numerator, fee_denominator);
+            total_output = safe_add_traditional(total_output, output);
+        } else {
+            int64_t output = get_output_amount_traditional(
+                input_amount, reserve_y, reserve_x, fee_numerator, fee_denominator);
+            total_output = safe_add_traditional(total_output, output);
+        }
+    }
+
+    return total_output;
+}
+#endif // !ENABLE_DTVM_TEST
+
+// Test function - DTVM overflow checks
+#ifdef ENABLE_DTVM_TEST
+extern "C" int64_t test_dtvm(int n, int64_t input_amount) {
+    // volatile prevents optimization
+    volatile int64_t reserve_x = 1000000000000;
+    volatile int64_t reserve_y = 4000000000000;
+    volatile int64_t fee_numerator = 3;
+    volatile int64_t fee_denominator = 1000;
+
+    // pseudo-random seed prevents loop unrolling
+    volatile int seed = n;
+    int64_t total_output = 0;
+
+    for (volatile int i = 0; i < n; i++) {
+        // pseudo-random direction
+        int direction = (i + seed) % 2;
+
+        if (direction == 0) {
+            int64_t output = get_output_amount_wasmvm(
+                input_amount, reserve_x, reserve_y, fee_numerator, fee_denominator);
+            total_output = checked_i64_add(total_output, output);
+        } else {
+            int64_t output = get_output_amount_wasmvm(
+                input_amount, reserve_y, reserve_x, fee_numerator, fee_denominator);
+            total_output = checked_i64_add(total_output, output);
+        }
+    }
+
+    return total_output;
+}
+#endif // ENABLE_DTVM_TEST
+
+int main(int argc, char *argv[]) {
+    int n = std::stoi(argv[1]);
+    int64_t input_amount = std::stoll(argv[2]);
+
+#ifndef ENABLE_DTVM_TEST
+    int64_t result = test_traditional(n, input_amount);
+#else
+    int64_t result = test_dtvm(n, input_amount);
+#endif
+
+    // printf("Result: %lld\n", result);
+
+    return 0;
+}
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O0.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O0.wasm
new file mode 100755
index 000000000..4a7364285
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O0.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b14a3a4b15ba5aef7ddd3691460188db959f59defb56bf74c4f30bca5b4ea66
+size 1346
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O1.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O1.wasm
new file mode 100755
index 000000000..ba7201a61
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O1.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:183e062445873069ff7aa4fe14b850e5b94558e5bfea4fc7dad25cbd3fede33a
+size 747
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O2.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O2.wasm
new file mode 100755
index 000000000..b1167535c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_O2.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:425b529e0bea8c5a4b47092e4a57a5b01689543894d45bf62520a3dfdf1dfde5
+size 414
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_g.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_g.wasm
new file mode 100755
index 000000000..66f66d9b7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_dtvm_g.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:110123b52f81aeb823954f2ddaa643bc7b671147077002dbc28c24f8cdd9ba07
+size 1016
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O0.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O0.wasm
new file mode 100755
index 000000000..f1fc2fd87
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O0.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:005ef1827f06f9a9fc6971b3bdc1ce86af9ba5efe5d375599a4b1c975fc9fbc3
+size 14796
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O1.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O1.wasm
new file mode 100755
index 000000000..fd5fce564
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O1.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c92385fd878469d90651d157b8d75706214b31eb502ca300cd0602d7c0a8c5d
+size 9175
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O2.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O2.wasm
new file mode 100755
index 000000000..482079bfa
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_O2.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8b96519fa59f46bcb311e7bce7cc393685a33ab630004493de92264be2b344b
+size 6619
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_g.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_g.wasm
new file mode 100755
index 000000000..c44be335b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_non_dtvm_g.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b4aed2a5fd43b54bf9c4a6fdcd62de0c6b599e9cbb25a787ba396bba7011c97
+size 13627
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O0.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O0.wasm
new file mode 100755
index 000000000..dd533688c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O0.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44046f133c8857a933da15cb3815bbc5fb0411a8127b6ac864ea30395dcbc741
+size 49099
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O1.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O1.wasm
new file mode 100755
index 000000000..875e7ba96
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O1.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:978e9515995fc590c6e8effb7c7894178d80dfb2ac81d4b0eddc217ed6e155cd
+size 48590
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O2.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O2.wasm
new file mode 100755
index 000000000..add45e69e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_O2.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc6b712415f99e35c36648fba7bbc8200c34666086ef380d189a8fcd7553df5e
+size 18547
diff --git a/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_g.wasm b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_g.wasm
new file mode 100755
index 000000000..3b31dfa51
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/perf_test_swap_pool_wasmer_g.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae8f7e62f73badccb6a5da1fd0ebaf27561490c190fb003e14dfd094e4458e07
+size 29855
diff --git a/benchmarks/paper/benchmarks/overflow/run_dtvm.sh b/benchmarks/paper/benchmarks/overflow/run_dtvm.sh
new file mode 100755
index 000000000..879128369
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/run_dtvm.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+# Overflow benchmark runner — DTVM (multipass + checked arithmetic)
+#
+# Usage:
+#   1. Build DTVM with multipass + checked arithmetic enabled (see REPRODUCE_fib_overflow_5way.md §1).
+#      Override path via:  DTVM=/path/to/dtvm bash run_dtvm.sh
+#   2. Make sure em++ (Emscripten, tested 5.0.7) is on PATH so wasm can be built.
+#   3. Run: bash run_dtvm.sh
+#
+# This script automatically compiles perf_test_swap_pool.cpp into 4 wasm
+# variants (-O2/-O1/-O0/-g) the first time it runs, or whenever the wasm
+# file is missing. Set FORCE_REBUILD=1 to always rebuild.
+#
+# Per opt level: 5 repetitions, taskset CPU 0, bash builtin time.
+
+set -u
+DIR="$(cd "$(dirname "$0")" && pwd)"
+DTVM="${DTVM:-$(cd "$DIR/../../../.." && pwd)/build/dtvm}"
+source "$DIR/../../scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+OUT="${OUT:-/tmp/overflow_dtvm_raw.log}"
+N="${N:-100000000}"
+INPUT="${INPUT:-2000000}"
+REPS="${REPS:-5}"
+CPU="${CPU:-0}"
+MODE="${MODE:-multipass}"
+FORCE_REBUILD="${FORCE_REBUILD:-0}"
+
+if [ ! -x "$DTVM" ]; then
+  echo "dtvm not executable at $DTVM" >&2
+  exit 1
+fi
+
+# Build wasm if missing (or always when FORCE_REBUILD=1).
+# Compile command for one variant (Emscripten 5.0.7), note -DENABLE_DTVM_TEST
+# which makes the cpp use env::checked_i64_* hostapis instead of __builtin_*_overflow:
+#   em++ -std=c++17 -O2 -o perf_test_swap_pool_dtvm_O2.wasm \
+#     perf_test_swap_pool.cpp -DENABLE_DTVM_TEST -I . \
+#     -s 'EXPORTED_FUNCTIONS=["_test_dtvm"]' \
+#     --no-entry -Wl,--allow-undefined \
+#     -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 \
+#     -s STANDALONE_WASM=0 -s PURE_WASI=1
+for OPT in O2 O1 O0 g; do
+  WASM="$DIR/perf_test_swap_pool_dtvm_${OPT}.wasm"
+  if [ "$FORCE_REBUILD" = "1" ] || [ ! -f "$WASM" ]; then
+    if ! command -v em++ >/dev/null; then
+      echo "em++ not on PATH; source emsdk_env.sh first" >&2
+      exit 1
+    fi
+    echo "[build] em++ -$OPT -DENABLE_DTVM_TEST -> $(basename "$WASM")" >&2
+    em++ -std=c++17 -o "$WASM" -$OPT \
+      "$DIR/perf_test_swap_pool.cpp" -DENABLE_DTVM_TEST -I "$DIR" \
+      -s 'EXPORTED_FUNCTIONS=["_test_dtvm"]' \
+      --no-entry -Wl,--allow-undefined \
+      -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 \
+      -s STANDALONE_WASM=0 -s PURE_WASI=1
+  fi
+done
+
+: > "$OUT"
+{
+  echo "dtvm: $DTVM ($(stat -c %y "$DTVM" 2>/dev/null | cut -d. -f1))"
+  echo "dtvm_commit: $(cd "$(dirname "$DTVM")/.." && git rev-parse HEAD 2>/dev/null)"
+  echo "dtvm_mode: $MODE"
+  echo "host: $(uname -a)"
+  echo "cpu_model: $(grep -m1 'model name' /proc/cpuinfo | cut -d: -f2- | sed 's/^ //')"
+  echo "cpu_family_model_stepping: family=$(grep -m1 'cpu family' /proc/cpuinfo | awk '{print $4}') model=$(grep -m1 '^model' /proc/cpuinfo | awk '{print $3}') stepping=$(grep -m1 'stepping' /proc/cpuinfo | awk '{print $3}')"
+  echo "cpu_mhz_observed: $(grep -m1 'cpu MHz' /proc/cpuinfo | awk '{print $4}')"
+  echo "no_turbo: $(cat /sys/devices/system/cpu/intel_pstate/no_turbo 2>/dev/null || echo unknown)"
+  echo "governor: $(cat /sys/devices/system/cpu/cpu0/cpufreq/scaling_governor 2>/dev/null || echo unknown)"
+  echo "n=$N input_amount=$INPUT reps=$REPS taskset_cpu=$CPU"
+  echo "----"
+} | tee -a "$OUT"
+
+for OPT in O2 O1 O0 g; do
+  WASM="$DIR/perf_test_swap_pool_dtvm_${OPT}.wasm"
+  echo "### opt=$OPT  file=$(basename "$WASM")" | tee -a "$OUT"
+  for i in $(seq 1 $REPS); do
+    LINE=$( { taskset -c "$CPU" bash -c "time $DTVM --format wasm -m $MODE -f test_dtvm $WASM --args $N $INPUT >/dev/null"; } 2>&1 | grep -E '^(real|user|sys)' | tr '\n' ' ' )
+    echo "  rep$i $LINE" | tee -a "$OUT"
+  done
+done
+echo "----" | tee -a "$OUT"
+echo "raw log: $OUT"
diff --git a/benchmarks/paper/benchmarks/overflow/run_wasmtime45.sh b/benchmarks/paper/benchmarks/overflow/run_wasmtime45.sh
new file mode 100755
index 000000000..003615ee7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/overflow/run_wasmtime45.sh
@@ -0,0 +1,82 @@
+#!/bin/bash
+# Overflow benchmark — wasmtime 45.0.0 reproducer
+#
+# Usage:
+#   1. Set WT to your wasmtime path (default: ~/.wasmtime/bin/wasmtime).
+#   2. Make sure em++ (Emscripten, tested 5.0.7) is on PATH.
+#      Easiest: `source /path/to/emsdk/emsdk_env.sh`
+#   3. Run: bash run_wasmtime45.sh
+#
+# This script automatically compiles perf_test_swap_pool.cpp into 4 wasm
+# variants (-O2/-O1/-O0/-g) the first time it runs, or whenever the wasm
+# file is missing. Set FORCE_REBUILD=1 to always rebuild.
+#
+# Output: stdout + /tmp/overflow_wasmtime45_raw.log
+# Records: wasmtime version, host, /proc/cpuinfo cpu MHz, intel_pstate no_turbo,
+# governor, then 5 reps × 4 emcc opt levels (O2/O1/O0/g), each pinned to CPU 0.
+
+set -u
+WT="${WT:-$HOME/.wasmtime/bin/wasmtime}"
+DIR="$(cd "$(dirname "$0")" && pwd)"
+OUT="${OUT:-/tmp/overflow_wasmtime45_raw.log}"
+N="${N:-100000000}"
+INPUT="${INPUT:-2000000}"
+REPS="${REPS:-5}"
+CPU="${CPU:-0}"
+FORCE_REBUILD="${FORCE_REBUILD:-0}"
+
+if [ ! -x "$WT" ]; then
+  echo "wasmtime not executable at $WT" >&2
+  exit 1
+fi
+
+# Build wasm if missing (or always when FORCE_REBUILD=1).
+# Compile command for one variant (Emscripten 5.0.7):
+#   em++ -std=c++17 -O2 -o perf_test_swap_pool_non_dtvm_O2.wasm \
+#     perf_test_swap_pool.cpp -I . \
+#     -s 'EXPORTED_FUNCTIONS=["_test_traditional"]' \
+#     --no-entry -Wl,--allow-undefined \
+#     -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 \
+#     -s STANDALONE_WASM=0 -s PURE_WASI=1
+for OPT in O2 O1 O0 g; do
+  WASM="$DIR/perf_test_swap_pool_non_dtvm_${OPT}.wasm"
+  if [ "$FORCE_REBUILD" = "1" ] || [ ! -f "$WASM" ]; then
+    if ! command -v em++ >/dev/null; then
+      echo "em++ not on PATH; source emsdk_env.sh first" >&2
+      exit 1
+    fi
+    echo "[build] em++ -$OPT -> $(basename "$WASM")" >&2
+    em++ -std=c++17 -o "$WASM" -$OPT \
+      "$DIR/perf_test_swap_pool.cpp" -I "$DIR" \
+      -s 'EXPORTED_FUNCTIONS=["_test_traditional"]' \
+      --no-entry -Wl,--allow-undefined \
+      -s ERROR_ON_UNDEFINED_SYMBOLS=0 -s WASM=1 \
+      -s STANDALONE_WASM=0 -s PURE_WASI=1
+  fi
+done
+
+: > "$OUT"
+{
+  echo "wasmtime: $($WT --version)"
+  echo "host: $(uname -a)"
+  echo "os: $(grep PRETTY_NAME /etc/os-release 2>/dev/null | cut -d= -f2- | tr -d '\"')"
+  echo "cpu_model: $(grep -m1 'model name' /proc/cpuinfo | cut -d: -f2- | sed 's/^ //')"
+  echo "cpu_family_model_stepping: family=$(grep -m1 'cpu family' /proc/cpuinfo | awk '{print $4}') model=$(grep -m1 '^model' /proc/cpuinfo | awk '{print $3}') stepping=$(grep -m1 'stepping' /proc/cpuinfo | awk '{print $3}')"
+  echo "cpu_mhz_observed: $(grep -m1 'cpu MHz' /proc/cpuinfo | awk '{print $4}')"
+  echo "no_turbo: $(cat /sys/devices/system/cpu/intel_pstate/no_turbo 2>/dev/null || echo unknown)"
+  echo "governor: $(cat /sys/devices/system/cpu/cpu0/cpufreq/scaling_governor 2>/dev/null || echo unknown)"
+  echo "n=$N input_amount=$INPUT reps=$REPS taskset_cpu=$CPU"
+  echo "----"
+} | tee -a "$OUT"
+
+for OPT in O2 O1 O0 g; do
+  WASM="$DIR/perf_test_swap_pool_non_dtvm_${OPT}.wasm"
+  echo "### opt=$OPT  file=$(basename "$WASM")" | tee -a "$OUT"
+  for i in $(seq 1 $REPS); do
+    LINE=$( { taskset -c "$CPU" bash -c "time $WT --invoke test_traditional $WASM $N $INPUT >/dev/null"; } 2>&1 | grep -E '^(real|user|sys)' | tr '\n' ' ' )
+    echo "  rep$i $LINE" | tee -a "$OUT"
+  done
+done
+
+echo "----" | tee -a "$OUT"
+echo "raw log: $OUT"
diff --git a/benchmarks/paper/benchmarks/polybenchc/2mm.wasm b/benchmarks/paper/benchmarks/polybenchc/2mm.wasm
new file mode 100755
index 000000000..f0870b299
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/2mm.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d31eeebe685646cf2b8c4460beaf2243064dd8a311cb83a92523f9260260d99
+size 32469
diff --git a/benchmarks/paper/benchmarks/polybenchc/3mm.wasm b/benchmarks/paper/benchmarks/polybenchc/3mm.wasm
new file mode 100755
index 000000000..583568027
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/3mm.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50bc67dec69851859d7096994ed879b3270fdd846a2c638bb4f063b708a8b97b
+size 32667
diff --git a/benchmarks/paper/benchmarks/polybenchc/BUILD.md b/benchmarks/paper/benchmarks/polybenchc/BUILD.md
new file mode 100644
index 000000000..d48f613c6
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/BUILD.md
@@ -0,0 +1,175 @@
+# PolyBench/C 4.2.1 — WASM Build Notes
+
+## Source
+
+- Repository: [MatthiasJReisinger/PolyBenchC-4.2.1](https://github.com/MatthiasJReisinger/PolyBenchC-4.2.1)
+- Version: **PolyBench/C 4.2.1**
+
+`build.sh prepare` clones it into `build/PolyBenchC-4.2.1/` automatically.
+
+## Relationship to the Archived `.wasm` Files
+
+This directory already archives the **30** `.wasm` binaries actually used at the time (see `MANIFEST.md`, `SHA256SUMS`).
+
+Binary analysis of the archived wasm:
+
+| Trait | Archived wasm | `build.sh wasm` |
+|-------|---------------|-----------------|
+| Entry | `_start` / `main` (WASI) | `_start` / `main` (WASI) |
+| Output format | `==BEGIN DUMP_ARRAYS==` | `-DPOLYBENCH_DUMP_ARRAYS` |
+| Toolchain | clang 11.0.0 / 14.0.3 + WASI | **WASI SDK clang** |
+| Case count | **30** | full `utilities/benchmark_list` |
+
+After rebuilding, compare against `SHA256SUMS` to check whether the output matches the paper wasm (clang / wasi-sdk minor-version differences may change the hashes).
+
+---
+
+## 1. Build Environment
+
+| Component | Purpose |
+|-----------|---------|
+| **WASI SDK clang** | main WASM toolchain (`/opt/wasi-sdk/bin/clang`) |
+| GCC | native comparison build |
+| Emscripten | optional alternative toolchain |
+| git | fetch PolyBenchC-4.2.1 |
+
+---
+
+## 2. Macros and Options
+
+### Dataset Size
+
+WASM memory is limited, so **`SMALL_DATASET`** is used.
+
+Alternatives: `-DMINI_DATASET`, `-DSMALL_DATASET`, `-DMEDIUM_DATASET`, `-DLARGE_DATASET`, `-DEXTRALARGE_DATASET`
+
+### Data Type
+
+```bash
+-DDATA_TYPE_IS_INT
+```
+
+### Output Format (matches the archived wasm)
+
+```bash
+-DPOLYBENCH_DUMP_ARRAYS
+```
+
+### WASI Compatibility
+
+```bash
+-D_WASI_EMULATED_PROCESS_CLOCKS
+```
+
+### Linker Exports
+
+```bash
+-Wl,--export=__heap_base -Wl,--export=__data_end -Wl,--export=malloc -Wl,--export=free
+```
+
+### SIMD Disabled (native GCC comparison)
+
+```bash
+NO_SIMD="-mno-mmx -mno-sse2 ... -mno-avx512vbmi"
+# Note: do NOT use -mno-sse — it breaks the build
+```
+
+---
+
+## 3. Compile Commands
+
+### WASM (clang, main path)
+
+```bash
+WASI_CLANG=/opt/wasi-sdk/bin/clang
+
+$WASI_CLANG -O3 -I utilities -I linear-algebra/solvers/mvt \
+  -DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS \
+  -D_WASI_EMULATED_PROCESS_CLOCKS \
+  utilities/polybench.c linear-algebra/solvers/mvt/mvt.c \
+  -Wl,--export=__heap_base -Wl,--export=__data_end \
+  -Wl,--export=malloc -Wl,--export=free \
+  -o mvt.wasm
+```
+
+### Native (GCC comparison)
+
+```bash
+GCC_PARGS="-O3 -I utilities -DPOLYBENCH_TIME -DSMALL_DATASET -DDATA_TYPE_IS_INT $NO_SIMD -lm"
+gcc $GCC_PARGS -o mvt_native linear-algebra/solvers/mvt/mvt.c utilities/polybench.c
+```
+
+### Optional: Emscripten
+
+```bash
+emcc -O3 -s WASM=1 -DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS \
+     -I utilities -I linear-algebra/solvers/mvt \
+     -o mvt.wasm \
+     linear-algebra/solvers/mvt/mvt.c utilities/polybench.c
+```
+
+---
+
+## 4. Using `build.sh`
+
+```bash
+chmod +x build.sh
+
+# clone the sources
+./build.sh prepare
+
+# WASI clang build of the full benchmark_list
+export WASI_CLANG=/opt/wasi-sdk/bin/clang
+./build.sh wasm
+
+# Native + WASM
+./build.sh all
+
+# single case
+./build.sh one linear-algebra/solvers/mvt/mvt.c
+
+# emcc example
+./build.sh emcc
+```
+
+Output directory: `out/` (override with `OUT_DIR`).
+
+---
+
+## 5. Archived Case List (30)
+
+```
+2mm, 3mm, adi, atax, bicg, cholesky, correlation, covariance,
+deriche, doitgen, durbin, fdtd-2d, floyd-warshall, gemm, gemver,
+gesummv, gramschmidt, heat-3d, jacobi-2d, jacobi_1d, lu, ludcmp,
+mvt, nussinov, seidel-2d, symm, syr2k, syrk, trisolv, trmm
+```
+
+---
+
+## 6. Notes
+
+1. **Entry point**: WASI clang uses `_start`/`main`; no `apply` export is needed.
+2. **Memory**: `SMALL_DATASET` controls the dataset size.
+3. **Floating point**: `-DDATA_TYPE_IS_INT` is recommended.
+4. **wasi-sdk version**: the archived wasm carries clang 11.0.0 / 14.0.3 traces; pin the same wasi-sdk version when reproducing.
+
+---
+
+## 7. Verification
+
+```bash
+shasum -a 256 out/*.wasm
+diff <(awk '{print $1}' SHA256SUMS | sort) <(shasum -a 256 out/*.wasm | awk '{print $1}' | sort)
+
+wasm-objdump -x out/mvt.wasm | rg export
+
+wasmtime run out/mvt.wasm
+iwasm out/mvt.wasm
+```
+
+---
+
+## Appendix: `polybench-wasm-patch.h`
+
+[`polybench-wasm-patch.h`](polybench-wasm-patch.h) is kept for reference (the older `ftrace` / `apply`-entry patching scheme). **The current `build.sh` clang/WASI path does not use this patch.**
diff --git a/benchmarks/paper/benchmarks/polybenchc/MANIFEST.md b/benchmarks/paper/benchmarks/polybenchc/MANIFEST.md
new file mode 100644
index 000000000..7f54e3692
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/MANIFEST.md
@@ -0,0 +1,51 @@
+# PolyBench/C Manifest
+
+Source: `webassembly-testsuites/case/benchmark/polybenchc/` (testsuite repository, commit `b779fda`, 2023-04-12)
+
+## Contents
+
+| Type | Count |
+|------|-------|
+| `.wasm` | 30 |
+| `.wasm.expected` | 11 |
+| `*_config.py` | 9 |
+| `config.py` | 1 |
+| `iwasm.conf` | 1 |
+| `runtest_polybench.sh` | 1 (legacy script; paths are outdated) |
+| `BUILD.md`, `build.sh` | WASI **clang** rebuild flow |
+| `polybench-wasm-patch.h` | legacy patching scheme, for reference only (unused by the clang path) |
+
+## Source Version
+
+- **PolyBench/C 4.2.1**
+- GitHub: https://github.com/MatthiasJReisinger/PolyBenchC-4.2.1
+
+## Compile Macros (WASI clang)
+
+```
+-O3 -DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS -D_WASI_EMULATED_PROCESS_CLOCKS
+-Wl,--export=__heap_base -Wl,--export=__data_end -Wl,--export=malloc -Wl,--export=free
+-DPOLYBENCH_TIME   # native GCC comparison build
+```
+
+## Case List (30)
+
+```
+2mm.wasm          3mm.wasm          adi.wasm          atax.wasm
+bicg.wasm         cholesky.wasm     correlation.wasm covariance.wasm
+deriche.wasm      doitgen.wasm      durbin.wasm       fdtd-2d.wasm
+floyd-warshall.wasm gemm.wasm       gemver.wasm       gesummv.wasm
+gramschmidt.wasm  heat-3d.wasm      jacobi-2d.wasm    jacobi_1d.wasm
+lu.wasm           ludcmp.wasm       mvt.wasm          nussinov.wasm
+seidel-2d.wasm    symm.wasm         syr2k.wasm        syrk.wasm
+trisolv.wasm      trmm.wasm
+```
+
+## Integrity
+
+See `SHA256SUMS` in this directory.
+
+## Notes
+
+- **Archived wasm**: the 30 binaries actually used at the time (WASI/clang; see `SHA256SUMS`).
+- **Rebuild**: `build.sh` uses the WASI SDK **clang**; compare hashes after rebuilding.
diff --git a/benchmarks/paper/benchmarks/polybenchc/README.md b/benchmarks/paper/benchmarks/polybenchc/README.md
new file mode 100644
index 000000000..bfcbd554b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/README.md
@@ -0,0 +1,41 @@
+# PolyBench/C (30 cases)
+
+The **PolyBench/C 4.2.1** suite. This directory contains the wasm binaries actually used in the paper plus the **WASI clang** rebuild flow.
+
+## Source
+
+- [MatthiasJReisinger/PolyBenchC-4.2.1](https://github.com/MatthiasJReisinger/PolyBenchC-4.2.1)
+- Build notes: [`BUILD.md`](BUILD.md)
+- Automation: [`build.sh`](build.sh)
+
+## Case List (30)
+
+```
+2mm, 3mm, adi, atax, bicg, cholesky, correlation, covariance,
+deriche, doitgen, durbin, fdtd-2d, floyd-warshall, gemm, gemver,
+gesummv, gramschmidt, heat-3d, jacobi-2d, jacobi_1d, lu, ludcmp,
+mvt, nussinov, seidel-2d, symm, syr2k, syrk, trisolv, trmm
+```
+
+## Archived (the wasm actually used)
+
+- `*.wasm` (30) + `SHA256SUMS`
+- `*.wasm.expected` (11), test configs, `runtest_polybench.sh`
+
+## Rebuild (WASI clang)
+
+```bash
+export WASI_CLANG=/opt/wasi-sdk/bin/clang
+./build.sh prepare
+./build.sh wasm
+```
+
+Compile macros: `-O3 -DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS -D_WASI_EMULATED_PROCESS_CLOCKS`
+
+## Running the Tests
+
+```bash
+./runtest_webassembly.py -r iwasm -s polybenchc
+./runtest_webassembly.py -r wasmtime -s polybenchc
+./runtest_webassembly.py -r dtvm -s polybenchc
+```
diff --git a/benchmarks/paper/benchmarks/polybenchc/SHA256SUMS b/benchmarks/paper/benchmarks/polybenchc/SHA256SUMS
new file mode 100644
index 000000000..ebdf69412
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/SHA256SUMS
@@ -0,0 +1,30 @@
+051d61f55dd4c7e41f4b7881aa3589b3097e2f60124138bdbac96dd665461285  lu.wasm
+1b1d008a549c2fa53816faed968c599eea750cf733e9e9f9413b64e0511920fb  cholesky.wasm
+1efca89e231483c74e73ff7311219cc0a93e269a1a24d0b562bf32c36f1d2606  syr2k.wasm
+26acbd07ffa58a8eb414a6ba72e579025d9ab8517ea000e6434d6e56cfa19e13  fdtd-2d.wasm
+4058e25b7c3433dbbecd713fe863c021e78bbaadcf7978837d504b065f5f5196  doitgen.wasm
+4607b0de3362cba3e366197f16e33b546ef867c2403d77936905c632025c733b  floyd-warshall.wasm
+5002d0ea979566bc3431e03ad8cf3274851e70a831e8d210e569862abafc88eb  durbin.wasm
+5017122c17ebff6f927d7fd6785fadb154ebfda6a8fb1c1f4721b734cbd1febe  bicg.wasm
+50bc67dec69851859d7096994ed879b3270fdd846a2c638bb4f063b708a8b97b  3mm.wasm
+564cd1c6d63e1f73c0cdf18d602edf69a64c3cc374d16f66d8f292e516b5bef4  jacobi_1d.wasm
+64b9dc332a87d1d0435288d6464f13ab1c7b09426e89c46562be8e8b09f12ddf  gemver.wasm
+661196c5294ff3ddf426b626d10f04c5cca88e245dc37d84b3d6452fb0b154a4  trisolv.wasm
+6d31eeebe685646cf2b8c4460beaf2243064dd8a311cb83a92523f9260260d99  2mm.wasm
+6f1ddea5df711a918574659fd97375e5a8fa21cc565737beabbab084552679a4  adi.wasm
+6fc59d4c8746661515da0acb1f509cfdfe25f2a09ed10df0d615f7d248ab078d  gramschmidt.wasm
+6fdf6ce763caf0d6c20bb9125382ed8aa1d0ec2efbd2118710f83d422f2c5d21  seidel-2d.wasm
+796cdecca44721f058f182e5e4994649f45a5b2f394f449d6bb63b6415aadd66  atax.wasm
+83d248c3ccc35a595ac5777851e9537a182d3c2d3ae75aeb1d074d531c937719  mvt.wasm
+8a7b44e64ea17c0b069c8bb0dbed6d6ff4eaa3f2127fe15531d400d586c22c09  covariance.wasm
+9c779b2b4b493d34810ed49045c89c411be003d0dc9a72bdc645f854bc19434e  trmm.wasm
+b1acce4bda648fa02bbf8514f891fa8ab7be4f78da3d69b0345869d204c23f25  nussinov.wasm
+b4d559e2832ea244a240761354c554aa4cee14e2ab7969fb592bb3a6acad6d83  deriche.wasm
+b5e91788d5e6452b961d52d0792b328bbebc256dacb75cfc0b68b7ae9a2345b0  syrk.wasm
+bda11acdb2d49090db998059966291d12c7d1dc675a400ead2ae354dfe5d35d4  symm.wasm
+c12e6c2d971769bf4478119156b74789929c5d1c366b47a50eb985f7b9f09d53  gemm.wasm
+c5cbf9de3f59fa1a5880ac2c6548aed812a672c3779e9f8a5d212428d900b962  correlation.wasm
+e5cd4e0fc62127b927ae2ae1d3d97ee6b60f5a08b8c4d55f69f1a1be6be88eb1  gesummv.wasm
+e5df1ac83af2476f8b75198596c93cd9c06071f91aa4009ccd1d3f44272ab499  jacobi-2d.wasm
+f3ba7fa0a00456ab28bc5a2393cb1fdad3031e12b1d9d26dc70b095def2e2565  heat-3d.wasm
+f4e3fc8f16bae052db1283a926da0fa270b89f39727256fe9bc01af04696611f  ludcmp.wasm
diff --git a/benchmarks/paper/benchmarks/polybenchc/__init__.py b/benchmarks/paper/benchmarks/polybenchc/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/paper/benchmarks/polybenchc/adi.wasm b/benchmarks/paper/benchmarks/polybenchc/adi.wasm
new file mode 100755
index 000000000..6f60c28c0
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/adi.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f1ddea5df711a918574659fd97375e5a8fa21cc565737beabbab084552679a4
+size 33184
diff --git a/benchmarks/paper/benchmarks/polybenchc/atax.wasm b/benchmarks/paper/benchmarks/polybenchc/atax.wasm
new file mode 100755
index 000000000..76e927bd1
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/atax.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:796cdecca44721f058f182e5e4994649f45a5b2f394f449d6bb63b6415aadd66
+size 32013
diff --git a/benchmarks/paper/benchmarks/polybenchc/atax.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/atax.wasm.expected
new file mode 100644
index 000000000..718fe9b76
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/atax.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac3b860c44406820ff163e473839df10788e08ed67da778df6f7c5311addb7bb
+size 19077
diff --git a/benchmarks/paper/benchmarks/polybenchc/atax_config.py b/benchmarks/paper/benchmarks/polybenchc/atax_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/atax_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/bicg.wasm b/benchmarks/paper/benchmarks/polybenchc/bicg.wasm
new file mode 100755
index 000000000..1b138dacc
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/bicg.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5017122c17ebff6f927d7fd6785fadb154ebfda6a8fb1c1f4721b734cbd1febe
+size 32160
diff --git a/benchmarks/paper/benchmarks/polybenchc/bicg.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/bicg.wasm.expected
new file mode 100644
index 000000000..b946a817f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/bicg.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4240f815266c81d8d601c97dbf590dc3a764ddd328ce0c3e883079e0d7a89d1
+size 28298
diff --git a/benchmarks/paper/benchmarks/polybenchc/bicg_config.py b/benchmarks/paper/benchmarks/polybenchc/bicg_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/bicg_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/build.sh b/benchmarks/paper/benchmarks/polybenchc/build.sh
new file mode 100755
index 000000000..2e26d81f7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/build.sh
@@ -0,0 +1,123 @@
+#!/usr/bin/env bash
+# Build PolyBench/C 4.2.1 to WASM using WASI SDK clang.
+#
+# Source: https://github.com/MatthiasJReisinger/PolyBenchC-4.2.1
+# See BUILD.md for full procedure and compiler flags.
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")" && pwd)"
+BUILD_DIR="${BUILD_DIR:-$ROOT/build}"
+SRC_DIR="${SRC_DIR:-$BUILD_DIR/PolyBenchC-4.2.1}"
+OUT_DIR="${OUT_DIR:-$ROOT/out}"
+POLYBENCH_GIT="${POLYBENCH_GIT:-https://github.com/MatthiasJReisinger/PolyBenchC-4.2.1.git}"
+WASI_CLANG="${WASI_CLANG:-${CLANG:-/opt/wasi-sdk/bin/clang}}"
+
+NO_SIMD="-mno-mmx -mno-sse2 -mno-sse3 -mno-ssse3 -mno-sse4 -mno-sse4a -mno-sse4.1 -mno-sse4.2 -mno-avx -mno-avx2 -mno-avx512f \
+ -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512vl -mno-avx512bw -mno-avx512dq -mno-avx512ifma -mno-avx512vbmi"
+
+GCC_PARGS="-O3 -I utilities -DPOLYBENCH_TIME -DSMALL_DATASET -DDATA_TYPE_IS_INT $NO_SIMD -lm"
+
+# WASI clang flags (aligned with archived wasm: DUMP_ARRAYS + WASI)
+CLANG_COMMON="-O3 -I utilities -DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS -D_WASI_EMULATED_PROCESS_CLOCKS"
+CLANG_LDFLAGS="-Wl,--export=__heap_base -Wl,--export=__data_end -Wl,--export=malloc -Wl,--export=free"
+
+usage() {
+    cat <<'EOF'
+Usage: build.sh [prepare|native|wasm|all|emcc|one]
+
+  prepare   Clone PolyBenchC-4.2.1
+  native    Build native binaries with GCC (reference)
+  wasm      Build all cases to WASM with WASI clang
+  all       prepare + native + wasm
+  emcc      Example single-case build with emcc (optional)
+  one       Build one case with WASI clang: build.sh one <path/to/case.c>
+
+Environment:
+  POLYBENCH_GIT   Source repo URL
+  WASI_CLANG      Path to wasi-sdk clang (default: /opt/wasi-sdk/bin/clang)
+  CLANG           Alias for WASI_CLANG
+  BUILD_DIR       Working directory for clone/build
+  OUT_DIR         Output directory for artifacts
+EOF
+}
+
+prepare_source() {
+    mkdir -p "$BUILD_DIR" "$OUT_DIR"
+    if [[ ! -d "$SRC_DIR/.git" ]]; then
+        git clone --depth 1 "$POLYBENCH_GIT" "$SRC_DIR"
+    fi
+    echo "Prepared source at $SRC_DIR"
+}
+
+build_native() {
+    cd "$SRC_DIR"
+    while IFS= read -r benchmark; do
+        [[ -f "$benchmark" ]] || continue
+        base="${benchmark%.c}"
+        base="${base//\//_}"
+        echo "Native: $benchmark"
+        gcc $GCC_PARGS -o "$OUT_DIR/${base}_native" "$benchmark" utilities/polybench.c
+    done < utilities/benchmark_list
+}
+
+build_wasm() {
+    command -v "$WASI_CLANG" >/dev/null 2>&1 || {
+        echo "Error: clang not found: $WASI_CLANG (set WASI_CLANG=...)" >&2
+        exit 1
+    }
+    cd "$SRC_DIR"
+    while IFS= read -r benchmark; do
+        [[ -f "$benchmark" ]] || continue
+        base="$(basename "${benchmark%.c}")"
+        case_dir="$(dirname "$benchmark")"
+        echo "WASM: $benchmark -> $base.wasm"
+        "$WASI_CLANG" $CLANG_COMMON -I "$case_dir" \
+            utilities/polybench.c "$benchmark" \
+            $CLANG_LDFLAGS \
+            -o "$OUT_DIR/$base.wasm" \
+            || echo "WARN: failed to build $benchmark" >&2
+    done < utilities/benchmark_list
+}
+
+build_one() {
+    local case_file="${1:?usage: build.sh one <path/to/case.c>}"
+    command -v "$WASI_CLANG" >/dev/null 2>&1 || {
+        echo "Error: clang not found: $WASI_CLANG" >&2
+        exit 1
+    }
+    prepare_source
+    cd "$SRC_DIR"
+    [[ -f "$case_file" ]] || { echo "Not found: $case_file" >&2; exit 1; }
+    local base="$(basename "${case_file%.c}")"
+    local case_dir="$(dirname "$case_file")"
+    "$WASI_CLANG" $CLANG_COMMON -I "$case_dir" \
+        utilities/polybench.c "$case_file" \
+        $CLANG_LDFLAGS \
+        -o "$OUT_DIR/$base.wasm"
+}
+
+build_emcc_example() {
+    local case="${1:-linear-algebra/solvers/mvt/mvt.c}"
+    command -v emcc >/dev/null 2>&1 || { echo "emcc not found" >&2; exit 1; }
+    prepare_source
+    cd "$SRC_DIR"
+    local case_dir="$(dirname "$case")"
+    emcc -O3 -s WASM=1 -DSMALL_DATASET -DDATA_TYPE_IS_INT -DPOLYBENCH_DUMP_ARRAYS \
+        -I utilities -I "$case_dir" \
+        -o "$OUT_DIR/mvt_emcc.wasm" \
+        "$case" utilities/polybench.c
+}
+
+cmd="${1:-all}"
+case "$cmd" in
+    prepare) prepare_source ;;
+    native) prepare_source; build_native ;;
+    wasm) prepare_source; build_wasm ;;
+    all) prepare_source; build_native; build_wasm ;;
+    one) build_one "${2:-}" ;;
+    emcc) build_emcc_example "${2:-}" ;;
+    -h|--help|help) usage ;;
+    *) echo "Unknown command: $cmd" >&2; usage; exit 1 ;;
+esac
+
+echo "Done. Outputs in $OUT_DIR"
diff --git a/benchmarks/paper/benchmarks/polybenchc/cholesky.wasm b/benchmarks/paper/benchmarks/polybenchc/cholesky.wasm
new file mode 100755
index 000000000..fb910319b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/cholesky.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b1d008a549c2fa53816faed968c599eea750cf733e9e9f9413b64e0511920fb
+size 32526
diff --git a/benchmarks/paper/benchmarks/polybenchc/cholesky.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/cholesky.wasm.expected
new file mode 100644
index 000000000..17903a317
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/cholesky.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7c43ac9d96c525fcfbf45d2a02302d0d0354aec846a74a4fd7247469a0b6598
+size 10106072
diff --git a/benchmarks/paper/benchmarks/polybenchc/cholesky_config.py b/benchmarks/paper/benchmarks/polybenchc/cholesky_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/cholesky_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/config.py b/benchmarks/paper/benchmarks/polybenchc/config.py
new file mode 100644
index 000000000..fb95c3e77
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/config.py
@@ -0,0 +1,11 @@
+from configuration.suite_config import suite_config
+
+class SuiteConfig(suite_config):
+    testname = "POLYBENCHC-TESTSUITE"
+    # WASI modules: dtvm/iwasm use _start (no -f). Wasmtime uses --invoke main.
+    func = ""
+    dtvm_fOption = ""
+    wasmtime_fOption = "--invoke main"
+    wasmer_fOption = ""
+    interp_ignore = "ludcmp.wasm lu.wasm floyd-warshall.wasm cholesky.wasm nussinov.wasm seidel-2d.wasm symm.wasm syr2k.wasm syrk.wasm trmm.wasm"
+    multipass_ignore = "ludcmp.wasm lu.wasm floyd-warshall.wasm cholesky.wasm"
diff --git a/benchmarks/paper/benchmarks/polybenchc/correlation.wasm b/benchmarks/paper/benchmarks/polybenchc/correlation.wasm
new file mode 100755
index 000000000..7bbe583e4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/correlation.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5cbf9de3f59fa1a5880ac2c6548aed812a672c3779e9f8a5d212428d900b962
+size 32453
diff --git a/benchmarks/paper/benchmarks/polybenchc/covariance.wasm b/benchmarks/paper/benchmarks/polybenchc/covariance.wasm
new file mode 100755
index 000000000..fe108fd31
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/covariance.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a7b44e64ea17c0b069c8bb0dbed6d6ff4eaa3f2127fe15531d400d586c22c09
+size 32225
diff --git a/benchmarks/paper/benchmarks/polybenchc/deriche.wasm b/benchmarks/paper/benchmarks/polybenchc/deriche.wasm
new file mode 100755
index 000000000..19f0ff95d
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/deriche.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4d559e2832ea244a240761354c554aa4cee14e2ab7969fb592bb3a6acad6d83
+size 32679
diff --git a/benchmarks/paper/benchmarks/polybenchc/doitgen.wasm b/benchmarks/paper/benchmarks/polybenchc/doitgen.wasm
new file mode 100755
index 000000000..d15a5972f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/doitgen.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4058e25b7c3433dbbecd713fe863c021e78bbaadcf7978837d504b065f5f5196
+size 32193
diff --git a/benchmarks/paper/benchmarks/polybenchc/durbin.wasm b/benchmarks/paper/benchmarks/polybenchc/durbin.wasm
new file mode 100755
index 000000000..6170164ca
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/durbin.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5002d0ea979566bc3431e03ad8cf3274851e70a831e8d210e569862abafc88eb
+size 31914
diff --git a/benchmarks/paper/benchmarks/polybenchc/durbin.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/durbin.wasm.expected
new file mode 100644
index 000000000..62aa8ba0a
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/durbin.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eb7a3812943e7400005703c74d65c998e4603dac597e9e655027210300aa5f9
+size 11179
diff --git a/benchmarks/paper/benchmarks/polybenchc/durbin_config.py b/benchmarks/paper/benchmarks/polybenchc/durbin_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/durbin_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/fdtd-2d.wasm b/benchmarks/paper/benchmarks/polybenchc/fdtd-2d.wasm
new file mode 100755
index 000000000..9159de4d3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/fdtd-2d.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26acbd07ffa58a8eb414a6ba72e579025d9ab8517ea000e6434d6e56cfa19e13
+size 32849
diff --git a/benchmarks/paper/benchmarks/polybenchc/floyd-warshall.wasm b/benchmarks/paper/benchmarks/polybenchc/floyd-warshall.wasm
new file mode 100755
index 000000000..442f3eacf
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/floyd-warshall.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4607b0de3362cba3e366197f16e33b546ef867c2403d77936905c632025c733b
+size 31956
diff --git a/benchmarks/paper/benchmarks/polybenchc/gemm.wasm b/benchmarks/paper/benchmarks/polybenchc/gemm.wasm
new file mode 100755
index 000000000..fc2252e8f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gemm.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c12e6c2d971769bf4478119156b74789929c5d1c366b47a50eb985f7b9f09d53
+size 32184
diff --git a/benchmarks/paper/benchmarks/polybenchc/gemver.wasm b/benchmarks/paper/benchmarks/polybenchc/gemver.wasm
new file mode 100755
index 000000000..8dc9add81
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gemver.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64b9dc332a87d1d0435288d6464f13ab1c7b09426e89c46562be8e8b09f12ddf
+size 32399
diff --git a/benchmarks/paper/benchmarks/polybenchc/gemver.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/gemver.wasm.expected
new file mode 100644
index 000000000..d555d7333
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gemver.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac143e1daac604fa589ed0cc2902ba5e6bacb6eb7dacebcb53fd2f6c80daa500
+size 29291
diff --git a/benchmarks/paper/benchmarks/polybenchc/gemver_config.py b/benchmarks/paper/benchmarks/polybenchc/gemver_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gemver_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/gesummv.wasm b/benchmarks/paper/benchmarks/polybenchc/gesummv.wasm
new file mode 100755
index 000000000..f121612a0
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gesummv.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5cd4e0fc62127b927ae2ae1d3d97ee6b60f5a08b8c4d55f69f1a1be6be88eb1
+size 32030
diff --git a/benchmarks/paper/benchmarks/polybenchc/gesummv.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/gesummv.wasm.expected
new file mode 100644
index 000000000..8d449830d
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gesummv.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64a4a7d23fb21690047916f8b996e93bea6407114856b35841f02c083da877d6
+size 9237
diff --git a/benchmarks/paper/benchmarks/polybenchc/gesummv_config.py b/benchmarks/paper/benchmarks/polybenchc/gesummv_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gesummv_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/gramschmidt.wasm b/benchmarks/paper/benchmarks/polybenchc/gramschmidt.wasm
new file mode 100755
index 000000000..2a2d915cb
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/gramschmidt.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fc59d4c8746661515da0acb1f509cfdfe25f2a09ed10df0d615f7d248ab078d
+size 32524
diff --git a/benchmarks/paper/benchmarks/polybenchc/heat-3d.wasm b/benchmarks/paper/benchmarks/polybenchc/heat-3d.wasm
new file mode 100755
index 000000000..b6eb7e736
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/heat-3d.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3ba7fa0a00456ab28bc5a2393cb1fdad3031e12b1d9d26dc70b095def2e2565
+size 32428
diff --git a/benchmarks/paper/benchmarks/polybenchc/iwasm.conf b/benchmarks/paper/benchmarks/polybenchc/iwasm.conf
new file mode 100644
index 000000000..361c3e0d5
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/iwasm.conf
@@ -0,0 +1 @@
+VM="iwasm"
diff --git a/benchmarks/paper/benchmarks/polybenchc/jacobi-2d.wasm b/benchmarks/paper/benchmarks/polybenchc/jacobi-2d.wasm
new file mode 100755
index 000000000..2ac899c15
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/jacobi-2d.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5df1ac83af2476f8b75198596c93cd9c06071f91aa4009ccd1d3f44272ab499
+size 32150
diff --git a/benchmarks/paper/benchmarks/polybenchc/jacobi_1d.wasm b/benchmarks/paper/benchmarks/polybenchc/jacobi_1d.wasm
new file mode 100755
index 000000000..efe6b9918
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/jacobi_1d.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:564cd1c6d63e1f73c0cdf18d602edf69a64c3cc374d16f66d8f292e516b5bef4
+size 31861
diff --git a/benchmarks/paper/benchmarks/polybenchc/jacobi_1d.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/jacobi_1d.wasm.expected
new file mode 100644
index 000000000..cb71ff168
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/jacobi_1d.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:873352224707d71a806b0fa4be0ed47260f1e366e80a07bca3cada559afc7e11
+size 10172
diff --git a/benchmarks/paper/benchmarks/polybenchc/jacobi_1d_config.py b/benchmarks/paper/benchmarks/polybenchc/jacobi_1d_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/jacobi_1d_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/lu.wasm b/benchmarks/paper/benchmarks/polybenchc/lu.wasm
new file mode 100755
index 000000000..7e2ebc271
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/lu.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:051d61f55dd4c7e41f4b7881aa3589b3097e2f60124138bdbac96dd665461285
+size 32550
diff --git a/benchmarks/paper/benchmarks/polybenchc/lu.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/lu.wasm.expected
new file mode 100644
index 000000000..539818307
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/lu.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97031538068ce052aff7394119d9f7a5dc2bccb99f0b95c1f7995f1e91918bca
+size 20200072
diff --git a/benchmarks/paper/benchmarks/polybenchc/lu_config.py b/benchmarks/paper/benchmarks/polybenchc/lu_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/lu_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/ludcmp.wasm b/benchmarks/paper/benchmarks/polybenchc/ludcmp.wasm
new file mode 100755
index 000000000..52ee7115f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/ludcmp.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4e3fc8f16bae052db1283a926da0fa270b89f39727256fe9bc01af04696611f
+size 32916
diff --git a/benchmarks/paper/benchmarks/polybenchc/ludcmp.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/ludcmp.wasm.expected
new file mode 100644
index 000000000..c171ab71b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/ludcmp.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f7a239cf6b77a466ccc92e82d8e8956dac44acefac9e7faacdefd90374ab88
+size 12126
diff --git a/benchmarks/paper/benchmarks/polybenchc/ludcmp_config.py b/benchmarks/paper/benchmarks/polybenchc/ludcmp_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/ludcmp_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/mvt.wasm b/benchmarks/paper/benchmarks/polybenchc/mvt.wasm
new file mode 100755
index 000000000..cf3b2aa31
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/mvt.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83d248c3ccc35a595ac5777851e9537a182d3c2d3ae75aeb1d074d531c937719
+size 32253
diff --git a/benchmarks/paper/benchmarks/polybenchc/mvt.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/mvt.wasm.expected
new file mode 100644
index 000000000..c2b335adf
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/mvt.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1533c7da6ae6ceed5543eec3849b4fd795e90ba99df816e92337bbc05cbced75
+size 28300
diff --git a/benchmarks/paper/benchmarks/polybenchc/mvt_config.py b/benchmarks/paper/benchmarks/polybenchc/mvt_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/mvt_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/nussinov.wasm b/benchmarks/paper/benchmarks/polybenchc/nussinov.wasm
new file mode 100755
index 000000000..5c899e4ad
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/nussinov.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1acce4bda648fa02bbf8514f891fa8ab7be4f78da3d69b0345869d204c23f25
+size 32043
diff --git a/benchmarks/paper/benchmarks/polybenchc/polybench-wasm-patch.h b/benchmarks/paper/benchmarks/polybenchc/polybench-wasm-patch.h
new file mode 100644
index 000000000..001b30250
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/polybench-wasm-patch.h
@@ -0,0 +1,45 @@
+#pragma once
+
+#ifdef WASM_TARGET
+
+// 1. ftrace performance tracing
+extern "C" int ftrace_begin(const char* label, int len);
+extern "C" void ftrace_end();
+
+#define polybench_start_instruments                    \
+    do {                                               \
+        const char* filename = strrchr(__FILE__, '/'); \
+        if (filename)                                  \
+            filename++;                                \
+        else                                           \
+            filename = __FILE__;                       \
+        ftrace_begin(filename, strlen(filename) - 2);  \
+    } while (0)
+
+#define polybench_stop_instruments ftrace_end();
+
+// 2. replace exit with abort for WASM
+#ifdef __wasm__
+[[clang::import_name("abort")]]
+#endif
+extern "C" [[noreturn]] void
+_abort(const char* msg, uint32_t msg_len);
+
+static inline void polybench_wasm_exit(int status)
+{
+    (void)status;
+    _abort("call exit", 9u);
+}
+
+#undef exit
+#define exit(status) polybench_wasm_exit(status)
+
+// 3. export apply as WASM entry (main stays for native builds)
+int main(int argc, char** argv);
+
+extern "C" [[clang::export_name("apply")]] void apply(void)
+{
+    main(0, NULL);
+}
+
+#endif /* WASM_TARGET */
diff --git a/benchmarks/paper/benchmarks/polybenchc/runtest_polybench.sh b/benchmarks/paper/benchmarks/polybenchc/runtest_polybench.sh
new file mode 100755
index 000000000..d1f50f76b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/runtest_polybench.sh
@@ -0,0 +1,56 @@
+#!/bin/bash
+set -e
+
+VM="$1"
+work_path="case/PolyBenchC"
+pass_num=0;skip_num=0
+
+if [ $# -eq 0 ] || [ $1 = iwasm ]
+then
+    set -e
+    source case/PolyBenchC/iwasm.conf
+    echo 
+elif [ $1 != wasmtime ]
+then
+    echo "Parameter error,Please use the correct parameter iwasm or wasmtime,Without any parameters, iwasm is used by default"
+    echo -e '\n'Usage: ./case/PolyBenchC/runtest_polybench.sh [parameter]'\n'
+    exit 1
+fi
+
+
+function test()
+{
+    NUM=`ls case/PolyBenchC | grep wasm| wc -l`
+    echo PolyBenchC-testsuite Start testing
+    while read line
+    do
+        case_name=`echo $line | awk '{print $1}'`
+        echo '### Testing' $case_name '###'
+        $VM case/PolyBenchC/$case_name
+        
+        if [ $? -eq 0 ]
+        then
+            let pass_num+=1
+            echo -e "\033[32m testing $case_name Pass \033[0m"
+            echo -e '\n'
+        else
+            let pass_num-=1
+            echo -e "\033[31m testing $case Failed \033[0m"
+            echo -e "\033[31m Test case exception \033[0m"
+            echo -e "\033[31m The total number of use cases is $NUM, the test passed $pass_num use cases, the current test case is abnormal, and the abnormal use case name is $case_name \033[0m"
+_num=`expr $NUM - $pass_num - 1`
+            echo "### PolyBenchC-testsuite End testing"
+            echo IN ALL $NUM  cases: $pass_num PASS , 1 FAIL , $skip_num SKIP ;
+            echo -e '\n\n'
+            exit 1
+        fi
+    done <<< `ls case/PolyBenchC | grep wasm$`
+
+}
+
+test
+
+echo "### PolyBenchC-testsuite End testing"
+echo IN ALL $NUM  cases: $NUM PASS , 0 FAIL , 0 SKIP ;
+echo -e "\033[32m PolyBenchC-testsuite TEST SUCCESSFUL \033[0m"
+echo -e '\n\n'
diff --git a/benchmarks/paper/benchmarks/polybenchc/seidel-2d.wasm b/benchmarks/paper/benchmarks/polybenchc/seidel-2d.wasm
new file mode 100755
index 000000000..e08d07c84
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/seidel-2d.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fdf6ce763caf0d6c20bb9125382ed8aa1d0ec2efbd2118710f83d422f2c5d21
+size 32012
diff --git a/benchmarks/paper/benchmarks/polybenchc/symm.wasm b/benchmarks/paper/benchmarks/polybenchc/symm.wasm
new file mode 100755
index 000000000..74d4d5df2
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/symm.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bda11acdb2d49090db998059966291d12c7d1dc675a400ead2ae354dfe5d35d4
+size 32376
diff --git a/benchmarks/paper/benchmarks/polybenchc/syr2k.wasm b/benchmarks/paper/benchmarks/polybenchc/syr2k.wasm
new file mode 100755
index 000000000..c653acee7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/syr2k.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1efca89e231483c74e73ff7311219cc0a93e269a1a24d0b562bf32c36f1d2606
+size 32203
diff --git a/benchmarks/paper/benchmarks/polybenchc/syrk.wasm b/benchmarks/paper/benchmarks/polybenchc/syrk.wasm
new file mode 100755
index 000000000..cd4f76882
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/syrk.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5e91788d5e6452b961d52d0792b328bbebc256dacb75cfc0b68b7ae9a2345b0
+size 32079
diff --git a/benchmarks/paper/benchmarks/polybenchc/trisolv.wasm b/benchmarks/paper/benchmarks/polybenchc/trisolv.wasm
new file mode 100755
index 000000000..53132026b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/trisolv.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:661196c5294ff3ddf426b626d10f04c5cca88e245dc37d84b3d6452fb0b154a4
+size 31947
diff --git a/benchmarks/paper/benchmarks/polybenchc/trisolv.wasm.expected b/benchmarks/paper/benchmarks/polybenchc/trisolv.wasm.expected
new file mode 100644
index 000000000..25a66e5bf
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/trisolv.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0606f636f018dcd452c2df48aa6e6ce54bd3680a2822529f6a8a4b269f6ba65
+size 10172
diff --git a/benchmarks/paper/benchmarks/polybenchc/trisolv_config.py b/benchmarks/paper/benchmarks/polybenchc/trisolv_config.py
new file mode 100644
index 000000000..ba5bef878
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/trisolv_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = " 2>&1"
diff --git a/benchmarks/paper/benchmarks/polybenchc/trmm.wasm b/benchmarks/paper/benchmarks/polybenchc/trmm.wasm
new file mode 100755
index 000000000..082c444be
--- /dev/null
+++ b/benchmarks/paper/benchmarks/polybenchc/trmm.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c779b2b4b493d34810ed49045c89c411be003d0dc9a72bdc645f854bc19434e
+size 32149
diff --git a/benchmarks/paper/benchmarks/wapm/MANIFEST.md b/benchmarks/paper/benchmarks/wapm/MANIFEST.md
new file mode 100644
index 000000000..c3dab0344
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/MANIFEST.md
@@ -0,0 +1,42 @@
+# WAPM Manifest
+
+Source: `webassembly-testsuites/case/wapm/` (experiment archive; upstream artifacts are compiled WAPM registry packages).
+
+## Contents
+
+| Type | Count |
+|------|-------|
+| `.wasm` | 21 (paper's 20 cases + `fortune`, see below) |
+| `*_config.py` / `*.wasm.conf` | per-case run parameters |
+| `runtest_wapm.sh` | test runner script |
+| `iwasm.conf` / `wasmtime.conf` | runtime configs |
+| `fonts/` | dependency of chkfont.wasm / figlet.wasm |
+| `parallel-small.png` | input image for viu.wasm |
+
+## Paper Cases (20)
+
+Every case that has Time-to-First-Invocation data in the paper's lazy-latency table:
+
+```
+amirali, base64cli, chkfont, code-stock, cowsay, dice, echo, erdtree,
+figlet, irb, md5, pi, pkg1, qr2text, sam, suggest, tpl, uuid, viu, zuk
+```
+
+Also includes `fortune.wasm`: the reproduction scripts (`run_lazy_*.sh`, `run_*_ttfi_compare.sh`, etc.) use it **in place of zuk** for the TTFI rerun (script comment: `zuk -> fortune (from non-latency pool; verified runnable)`), and the output is mapped back onto the paper's `zuk` row during comparison.
+
+## Non-migrated Upstream Cases (9)
+
+The upstream archive had 30 wasm files; the following 9 were not used in the paper and are not included here:
+
+```
+greg, jq, jyt, main, pee, python, spidermonkey, sqlite, wasm3
+(plus python.wasm's runtime dependency lib/python3.6/ and wasm3's sub-module benchmark/des.wasm)
+```
+
+## Integrity
+
+See `SHA256SUMS` in this directory (covers all 21 wasm files, `fonts/`, and `parallel-small.png`).
+
+## Notes
+
+This directory contains the wasm binaries and test configs actually used in the paper experiments. It does **not** include WAPM registry package names/versions or download scripts (absent from the archive).
diff --git a/benchmarks/paper/benchmarks/wapm/README.md b/benchmarks/paper/benchmarks/wapm/README.md
new file mode 100644
index 000000000..fe8e61c17
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/README.md
@@ -0,0 +1,17 @@
+# WAPM Benchmarks
+
+21 WAPM wasm files (the paper's 20 cases + `fortune`, which the reproduction scripts use as a substitute for `zuk`), used for the lazy time-to-first-invocation (TTFI) experiment.
+
+## Migrated Contents
+
+- 21 `.wasm` files (paper's 20 cases + `fortune` substitute) + test configs + `runtest_wapm.sh`
+- `fonts/`, `parallel-small.png` runtime dependencies
+- `MANIFEST.md`, `SHA256SUMS`
+
+## Related Raw Data
+
+The paper's lazy TTFI table (not shipped) compares dtvm lazy vs wasmtime/wasmer for the 20 cases.
+
+## Missing
+
+- `test_lazy.sh` (referenced by the experiment notebook; absent from the archive)
diff --git a/benchmarks/paper/benchmarks/wapm/SHA256SUMS b/benchmarks/paper/benchmarks/wapm/SHA256SUMS
new file mode 100644
index 000000000..b35e24a16
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/SHA256SUMS
@@ -0,0 +1,37 @@
+649e7bbe96303bf0a86c38397191c74d1cd3d589f2c3c187c4a7175e8365a007  amirali.wasm
+22dd5d48e40959c8fa25f5968aaf3d5af9430e848d9a582b7a0b6ba2aaf9a438  base64cli.wasm
+a8fcad775e5ab5739c3d6f723cc8121b56fea9c1078d2b1bb1c2e0216d599062  chkfont.wasm
+d7d05eab7c7753e8b3cfa8f71cce93ae05c09e3b79d16c40509d4dd813aeac27  code-stock.wasm
+0cf9a18923570a0e76eb5793522dc122f01cfda26db468fe9c3f9b1a1424550a  cowsay.wasm
+bc7cb89c1cb09cd1098755e9459d8f44ebd5f7fa723f5a42a79130512653c641  dice.wasm
+2854e8f4d8f62028d0799f2740ec960c390515443923f85d0846dc7902a02d25  echo.wasm
+1fa2f44be2a81231e01bcd8db2e63195cfd3341d73fb34f4b163ce5d5be162d0  erdtree.wasm
+cfb54deb829a5c910544ea7fe25c576c921e9a62f7181cae0f0ccd16432ace65  figlet.wasm
+b8298c6a2615a36e4426ad4982de0a29da7a2b2da2675a49c13749e0d1aeaaf7  fortune.wasm
+257133432664662ce6bb17f1e6b75bd512e068a53523026eddd8518d2134676b  irb.wasm
+21552b0d4c3d74cf464bc350d03f095ebb5f8f8c499329aca8d66af598ca15aa  md5.wasm
+7ebe0f1b08eb7e4d358b23091202aabcaa612995145afbfd1ef2d2de47c96265  pi.wasm
+6db80cabfc853820b9568a6ed8b4fe5f5d31e6ce6b92d607355529db2be13dd0  pkg1.wasm
+ee42716385c8c8b1d9ba916fcf52ff2a258a4152f4e54af2262425d1832671fe  qr2text.wasm
+9ce1fa91b3902c67af78a8c8ec991ff9c00b55e418b5f691f27389c16a181f72  sam.wasm
+73b1387fba8d20f42ddced687edfada988fdc2b140e7077e33aed7b80d1303a2  suggest.wasm
+3abe85b37603894ee92a636f8ab54a7e0a4f3fd03cafad937602f8edca4e680f  tpl.wasm
+d926c50304238d423d63f52f5f460b1a7170fe870e10f031b9cbd74b29bc06e5  uuid.wasm
+7e48bfd68f658ac4916c291b536e6756c173f6ba63311c67c11ffa4b111f0bff  viu.wasm
+ee528faf952c9f644fb4785f5145e766c04b8a2990476dacf043c13ce3595620  zuk.wasm
+9aed49b67d75fddb410a640861d04ecb15db27930b3c8ccf024f2b6ec53b0b9b  fonts/hz.flc
+90e2514936fc38b17e19f5363b1e0555bf02c56886a71287de8eb084cb48935a  fonts/koi8r.flc
+eb1e27c93b5824e913ee2b1f8f1dc2d611227b47af471b50430c4b6060995fb2  fonts/lean.flf
+b5d0194157641407cb0d513f9fab2abf0c4b2c436f8c238a34d718b3911fa54b  fonts/mini.flf
+4ed37ffa2cad45e806bc4218f191a0e7a26b9111b1e4ed619be3504e521f4acd  fonts/mnemonic.flf
+e233f1bb05f82f7fae27a84e39eb46e514604828682e5ec97eecf451b89a0a85  fonts/moscow.flc
+2cdabe1d9f8951d1e4678e9dc32a6f004f7e0098351cbe388fb149a2825bd586  fonts/script.flf
+4e541014c689d8f4b2e380054bcedb2236a0c975af37b4989147e773301e342f  fonts/shadow.flf
+776d70bf97e03e5753690bad342eb02f989b12571b018fa87dd3a67c8d16dc42  fonts/slant.flf
+c275f3cf053af2eec87804fe60ad5cc865dbb25ea65d5cbbe09a27f332c714f0  fonts/small.flf
+72c57c300800e778185cd107f3f8447f78763057bf4b4063abea5494ee1d8ee0  fonts/smscript.flf
+ed037c8cec54ba091db1de4cc5fca79f3ed093ac419f373fb1631d0ed60d0cbf  fonts/smshadow.flf
+e12d429773ee1be01617ba0b11c368c5be90fb84770616827a6f9e385119dfc0  fonts/smslant.flf
+42df7980ad15f73699b0272633882811e3b6b79699e67cd79f40893d2fe310c1  fonts/standard.flf
+707266dec1d7cd48863a560c8c77c269a278bf9e97bdab77b920e8cc02770ac0  fonts/term.flf
+4bb7be862485841dbc9070ec2060c91641edaea9c7b44f647ceeea0fb0f9f46d  parallel-small.png
diff --git a/benchmarks/paper/benchmarks/wapm/WAPM_REPRODUCE.md b/benchmarks/paper/benchmarks/wapm/WAPM_REPRODUCE.md
new file mode 100644
index 000000000..4aebb61a7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/WAPM_REPRODUCE.md
@@ -0,0 +1,353 @@
+# WAPM Reproduction Guide
+
+WAPM-style CLI wasm modules used for **correctness testing** (`runtest_wapm.sh` / `runtest_webassembly.py`) and the **Time-to-First-Invocation** performance experiment (originally `test_lazy.sh`).
+
+| Item | Value |
+|------|-------|
+| wasm + configs | `benchmarks/wapm/` (mirrors `case/wapm/` in the testsuite) |
+| Correctness runner | `runtest_wapm.sh`, `runtest_webassembly.py -s wapm` |
+| Performance runner | **`test_lazy.sh` (absent from the archive)** |
+| Paper latency table | the paper's lazy-TTFI table (**20 cases**; not shipped) |
+| Lab notebook | experiment archive, § lazy / WAPM |
+
+---
+
+## 1. Two Test Kinds — Do Not Mix
+
+| Purpose | Script | Verdict | Timing |
+|---------|--------|---------|--------|
+| **Functional correctness** | `case/wapm/runtest_wapm.sh` | output diff / exit code | no lazy latency |
+| **Functional correctness (Python)** | `runtest_webassembly.py -r <runtime> -s wapm` | expected / regex / special pass rules | wall time progress only |
+| **Lazy TTFI** | `test_lazy.sh` (missing) | no output check (or subset only) | `Execution time` / `Average time` |
+
+The paper's **latency table** came from **`test_lazy.sh` runs plus manual tabulation**, not from `runtest_wapm.sh` output.
+
+---
+
+## 2. Archive Gaps
+
+| Item | Status |
+|------|--------|
+| `webassembly-testsuites/test_lazy.sh` | ❌ **missing** (the notebook has only its run log) |
+| Latency-table **generator script** | ❌ **missing** |
+| WAPM registry package names/versions | ❌ missing |
+| jq's `-M .` filter | ⚠️ the archived `jq.wasm.conf` does **not** set it; the `test_lazy` log shows jq printing help only |
+| `RANDOMCASE` in `iwasm.conf` | ⚠️ contains a typo `zuk.wasm.conf` (should be `zuk.wasm`) |
+
+---
+
+## 3. Environment and Directory Dependencies
+
+Run from the **`webassembly-testsuites` root** (or an equivalent layout); the following must exist:
+
+| Path | Purpose |
+|------|---------|
+| `case/wapm/*.wasm` | the modules under test |
+| `case/wapm/*.wasm.conf` | per-case commands for the bash runner |
+| `case/wapm/*_config.py` | per-case commands for the Python runner (occasionally differs from `.conf`) |
+| `case/wapm/iwasm.conf` | `RANDOMCASE` list for iwasm mode |
+| `case/wapm/wasmtime.conf` | skip list for wasmtime mode |
+| `case/wapm/lib/` | bundled Python 3.6 stdlib for **python.wasm** |
+| `case/wapm/fonts/` | fonts for **chkfont.wasm**, **figlet.wasm** |
+| `case/wapm/benchmark/des.wasm` | sub-module applied by **wasm3.wasm** |
+| `case/wapm/parallel-small.png` | input image for **viu.wasm** |
+| `case/wapm/pee.wasm.expected` | comparison file for **pee.wasm** |
+| `case/wapm/*.wasm.expected` | golden outputs for correctness checks |
+
+### 3.1 DTVM (the paper's lazy column)
+
+Build per `runtimes/dtvm/BUILD.md`, commit pin **`882c83155`**. Inferred lazy-benchmark options:
+
+```bash
+dtvm -m multipass \
+  --enable-multipass-lazy \
+  --disable-multipass-greedyra \
+  --disable-multipass-multithread \
+  case/wapm/<case>.wasm [args...]
+```
+
+Meaning: **Time to First Invocation** = module loaded and first executable code produced (post-loading & compilation), matching the metric used in the lab notebook and the Wasmer WAPM-revival blog post.
+
+### 3.2 Baselines (latency-table columns)
+
+| Column | Inferred command prefix |
+|--------|-------------------------|
+| wasmtime | `wasmtime case/wapm/<case>.wasm ...` (no `run` subcommand in the log) |
+| wasmer cranelift | `wasmer run --cranelift ...` |
+| wasmer llvm | `wasmer run --llvm ...` |
+| wasmer singlepass | `wasmer run --singlepass ...` |
+
+The `test_lazy.sh 10` log shows wasmer llvm was **repeated 10 times and averaged** (first run noticeably slower — compile/cache effects); bare `test_lazy.sh` ran **once per case**.
+
+---
+
+## 4. Correctness Runner: `runtest_wapm.sh`
+
+Path: `case/wapm/runtest_wapm.sh`
+
+```bash
+cd webassembly-testsuites
+./case/wapm/runtest_wapm.sh          # default iwasm
+./case/wapm/runtest_wapm.sh wasmtime # wasmtime (skips FAILED_CASENAME)
+```
+
+### 4.1 Command Assembly
+
+For each `*.wasm`:
+
+1. Read `case/wapm/<name>.wasm.conf` (if present)
+2. Default: `RUN_COMMAND="--heap-size=0 --stack-size=8000000 case/wapm/<name>.wasm"`
+3. Execute: `$HEAD_COMMAND $COMMAND | $VM $DIR $RUN_COMMAND $PARAMETER`
+
+With `HEAD_COMMAND=eval`, the shell resolves pipes/redirections (e.g. `eval echo 3+4 | ...`).
+
+### 4.2 Three Case Strategies
+
+#### A. Normal cases (golden output diff)
+
+- `<case>.wasm.expected` is the expected output
+- Actual output is stripped of NUL via **`tr -d '\000'`** before comparison
+- **amirali NUL normalization**: the wasm stdout often carries `\0` padding; the golden file has none, so stripping is required to match `amirali.wasm.expected`
+
+#### B. `RANDOMCASE` (exit-code only, no output diff)
+
+Defined in `case/wapm/iwasm.conf`:
+
+```bash
+RANDOMCASE="uuid.wasm fortune.wasm md5.wasm erdtree.wasm greg.wasm zuk.wasm.conf"
+```
+
+On a match: **check exit code only** — no `tr -d '\000'`, no expected diff.
+
+| case | Reason (inferred) |
+|------|-------------------|
+| **fortune** | random fortune each run; output not fixable |
+| **greg** | calendar output depends on the date |
+| **md5** | output is stable for a fixed input, but the archive still treats it as exit-only (same strategy as fortune) |
+| **uuid** | generates a different UUID each run |
+| **erdtree** | scans the file tree under `--dir=.`; output depends on directory contents |
+| **zuk** | `generate 3 uuids` produces random output |
+
+> ⚠️ The config's **`zuk.wasm.conf` should be `zuk.wasm`**; as written, zuk actually takes the golden-diff path instead of exit-only.
+
+#### C. `UNEXPECTED_CASE` (main.wasm)
+
+- `main.wasm.conf` sets `UNEXPECTED_CASE=("main.wasm")`
+- Behavior: after running, **overwrite** `.expected` with the current output (a MySQL interaction; output is not reproducible)
+- `wasmtime.conf` additionally lists `main.wasm python.wasm spidermonkey.wasm wasm3.wasm` in **`FAILED_CASENAME`**, skipping them in wasmtime mode
+
+### 4.3 Extra Rules in the Python Runner (`runtest_webassembly.py`)
+
+Coexists with the bash script; rules differ slightly:
+
+| Mechanism | Behavior |
+|-----------|----------|
+| **NUL normalize** | `checkExpected()` applies `rstrip('\x00')` to both result and expected |
+| **sam / suggest nonzero exit** | if `return_code == 1` **and** output still matches expected → **PASS** (`sam` ends with `Compiled without SDL support...` and often exits nonzero) |
+| **ignore** | `config.py`: `ignore_case=sqlite.wasm`; `interp_ignore=main.wasm wasm3.wasm` |
+| **no expected** | `expected == "OFF"` and `return_code == 0` → PASS |
+
+---
+
+## 5. Performance Runner: `test_lazy.sh` (inferred from its log)
+
+Three invocations appear in the lab notebook:
+
+```bash
+bash ./test_lazy.sh wasmtime   # once per case; prints Execution time + Actual output
+bash test_lazy.sh              # default runtime, once, prints Average time
+bash ./test_lazy.sh 10         # 10 reps averaged (wasmer llvm in the log)
+```
+
+Output format:
+
+```text
+============ Testing amirali ============
+Executing command:  : | /mnt/dtvm_test/wasmtime  case/wapm/amirali.wasm
+Execution time: 42.255 ms
+...
+Average time for ' ... ': 7.120 ms
+```
+
+**Inferred logic** (pending confirmation against the original script):
+
+1. Iterate the cases with commands matching **`*.wasm.conf` plus test_lazy-specific simplifications** (the lazy log does **not** use iwasm's `--heap-size=0 --stack-size=8000000`)
+2. Time each case once or N times; write the average to the log
+3. The paper's **20-case** table was **manually extracted** from the log into `latencytofirstinvocation.md` (no generator script exists)
+
+### 5.1 The 20 Cases in the Latency Table
+
+`amirali, base64cli, chkfont, code-stock, cowsay, dice, echo, erdtree, figlet, irb, md5, pi, pkg1, qr2text, sam, suggest, tpl, uuid, viu, zuk`
+
+**Excluded** (10): `fortune, greg, jq, jyt, main, pee, python, spidermonkey, sqlite, wasm3` — mostly interactive / non-reproducible / wasmtime-skipped / unstable.
+
+### 5.2 Latency-Table Columns
+
+| Column | Meaning |
+|--------|---------|
+| wasm file size (KB) | module file size |
+| **dtvm lazy** | DTVM `dtvm` + `--enable-multipass-lazy` Time to First Invocation (ms) |
+| wasmtime / wasmer * | same metric for each baseline, in ms |
+| `*/dtvm` | baseline divided by dtvm lazy |
+
+---
+
+## 6. Per-case Commands and Special Dependencies
+
+Commands below come from **`*.wasm.conf`** (consistent with the `test_lazy.sh` log). Run from the `webassembly-testsuites` root.
+
+| case | Command essence | Dependency | Correctness strategy | latency table |
+|------|-----------------|------------|----------------------|:-------------:|
+| amirali | `: \| wasmtime case/wapm/amirali.wasm` | — | golden + **NUL strip** | ✅ |
+| base64cli | `... base64cli.wasm encode helloworld` | — | golden | ✅ |
+| chkfont | `eval ... --dir=./fonts chkfont.wasm fonts/small.flf` | `fonts/` | golden | ✅ |
+| code-stock | no args | — | golden | ✅ |
+| cowsay | `eval ... cowsay.wasm hello` | — | golden | ✅ |
+| dice | `echo help \| ... dice.wasm` | — | golden | ✅ |
+| echo | `... echo.wasm 1234567890` | — | golden | ✅ |
+| erdtree | `... --dir=. erdtree.wasm package` | file tree under CWD | **RANDOMCASE exit-only** | ✅ |
+| figlet | `eval ... --dir=fonts figlet.wasm hello` | `fonts/` | golden | ✅ |
+| fortune | no args | — | **RANDOMCASE exit-only** | ❌ |
+| greg | no args | — | **RANDOMCASE exit-only** | ❌ |
+| irb | `eval echo 3+4 \| ... irb.wasm` | stdin expression | golden (prints 7) | ✅ |
+| jq | `echo {"zk":123456} \| ... jq.wasm` | should add **`-M .`** as filter (not configured in the archive) | golden missing/unstable | ❌ |
+| jyt | `echo {...} \| ... jyt.wasm json-to-yaml` | — | interactive / long run | ❌ |
+| main | `eval echo 'SHOW DATABASES;' \| ... --dir=. main.wasm` | MySQL wasm | UNEXPECTED / skip | ❌ |
+| md5 | `... md5.wasm helloworld` | — | **RANDOMCASE exit-only** | ✅ |
+| pee | `eval echo '' \| ... --dir=. pee.wasm -- pee.wasm.expected` | expected file | golden | ❌ |
+| pi | `... pi.wasm 1` | — | golden | ✅ |
+| pkg1 | no args | — | golden | ✅ |
+| python | `... --dir=case/wapm/lib python.wasm -c 'print(...)'` | **`lib/`** Python 3.6 | needs correct quoting (see below) | ❌ |
+| qr2text | `eval ... qr2text.wasm https://wapm.io` | — | golden | ✅ |
+| sam | `... sam.wasm -debug sam.wav` | — | golden + **exit 1 allowed** | ✅ |
+| spidermonkey | `eval echo 3+4 \| ... spidermonkey.wasm` | JS engine | wasmtime **skip** | ❌ |
+| sqlite | `echo -e '.show\n.q' \| ... sqlite.wasm` | — | ignore | ❌ |
+| suggest | `... suggest.wasm instakk update install` | — | golden + **exit 1 allowed** | ✅ |
+| tpl | `echo 'Δ is 123456-123455.' \| ... tpl.wasm` | — | golden | ✅ |
+| uuid | no args | — | **RANDOMCASE exit-only** | ✅ |
+| viu | `eval ... --dir=. viu.wasm parallel-small.png` | **`parallel-small.png`** | golden | ✅ |
+| wasm3 | `eval ... --dir=. wasm3.wasm --func apply benchmark/des.wasm` | **`benchmark/des.wasm`** | skip / ignore | ❌ |
+| zuk | `... zuk.wasm generate 3 uuids` | — | **RANDOMCASE exit-only** | ✅ |
+
+### 6.1 Notes on Special Cases
+
+#### jq and `-M .`
+
+- The archived `jq.wasm.conf` only pipes `echo '{"zk":123456}' | jq.wasm` with **no filter**; the `test_lazy` log shows jq printing its **help**.
+- For a deterministic correctness test the usual command is `echo '{"zk":123456}' | jq.wasm -M .` (**`-M`** = monochrome, **`.`** = identity filter).
+- **jq is not in the latency table.**
+
+#### python.wasm
+
+Recommended command (handwritten example in the lab notebook):
+
+```bash
+wasmtime --dir=case/wapm/lib case/wapm/python.wasm -c "$(echo 'print(f\"helloworld\")')"
+# or
+wasmtime --dir=case/wapm/lib case/wapm/python.wasm -c "$(echo 'print(123456789)')"
+```
+
+`*_config.py` uses `echo 'print(123456789)'`; wrong quoting causes bash syntax errors (visible in the log).
+
+#### erdtree.wasm
+
+- Requires **`--dir=.`** and the **`package`** subcommand (`.wasm.conf`)
+- Scans and packages the current directory; output varies with directory contents → **RANDOMCASE**
+- ⚠️ `erdtree_config.py` says `parameter=aarch64`, which is **inconsistent** with lazy/conf; the **`.wasm.conf`** wins
+
+#### irb / spidermonkey
+
+- Both use `eval echo 3+4 | ...` to feed an expression on stdin
+- **irb**: expects `3+4 => 7` (in the latency table)
+- **spidermonkey**: the log shows a long hang then ^C; **skipped** in wasmtime correctness
+
+#### wasm3.wasm
+
+- `eval ... --dir=. wasm3.wasm --func apply case/wapm/benchmark/des.wasm`
+- Depends on **`benchmark/des.wasm`**; `config.py` ignores `wasm3.wasm` for the dtvm interpreter
+
+---
+
+## 7. Recommended Reproduction Steps
+
+### 7.1 Setup
+
+```bash
+cd webassembly-testsuites   # or the equivalent layout under benchmarks/paper/benchmarks/wapm
+# verify the wasm
+shasum -a 256 -c benchmarks/wapm/SHA256SUMS   # when using the archived copy
+```
+
+### 7.2 Correctness Smoke (iwasm / dtvm)
+
+```bash
+./case/wapm/runtest_wapm.sh iwasm
+# or
+./runtest_webassembly.py -r /path/to/dtvm --dtvm-options="-m multipass" -s wapm
+```
+
+### 7.3 Lazy Latency (needs `test_lazy.sh` reconstructed or manual timing)
+
+**Single-case example (wasmtime, matches the log):**
+
+```bash
+/usr/bin/time -f '%e' wasmtime case/wapm/echo.wasm 1234567890
+```
+
+**DTVM lazy:**
+
+```bash
+dtvm -m multipass --enable-multipass-lazy \
+  --disable-multipass-greedyra --disable-multipass-multithread \
+  case/wapm/echo.wasm 1234567890
+```
+
+Repeat for the **20 table cases**, record ms, and compare with the paper's latency table.
+
+**Wasmer llvm 10-run average (matching the log's protocol):**
+
+```bash
+for i in $(seq 1 10); do
+  /usr/bin/time -f '%e' wasmer run --llvm case/wapm/amirali.wasm
+done
+```
+
+### 7.4 Assembling the Latency Table
+
+The archive has **no** Excel/script generation step. The historical flow was:
+
+1. `test_lazy.sh` → full log
+2. Manually extract ms for 20 cases × 5 runtimes
+3. Fill a latency table in the paper's format (including ratio columns)
+
+---
+
+## 8. Relationship to PolyBench Lazy
+
+| Item | WAPM | PolyBench |
+|------|------|-----------|
+| Runner | `test_lazy.sh` | **none** (script missing) |
+| DTVM lazy switch | `--enable-multipass-lazy` | same (the xlsx `+ lazy` column) |
+| Timing meaning | Time to **First** Invocation | processing time (hot benchmark, different metric) |
+
+---
+
+## 9. Related Files
+
+| File | Description |
+|------|-------------|
+| [`MANIFEST.md`](MANIFEST.md) | wasm inventory |
+| [`README.md`](README.md) | directory overview |
+| paper latency table | not shipped; see the paper |
+| [`../../scripts/README.md`](../../scripts/README.md) | script index |
+| experiment archive | original `test_lazy.sh` logs |
+
+---
+
+## 10. Open Questions for the Original Experimenters
+
+1. **`test_lazy.sh` source** (timing implementation: bash / Rust wrapper / dtvm built-in?)
+2. Whether the **latency table** used a **single run** everywhere or **10-run averages** for wasmer-type runtimes
+3. Whether **jq** should use **`-M .`** and whether it was ever part of the latency measurement
+4. Whether the **`zuk.wasm.conf` typo** in `iwasm.conf` was the original behavior
+5. Whether DTVM lazy WAPM runs disabled the wasmtime/wasmer **module cache** (the log suggests wasmer llvm had a cache)
diff --git a/benchmarks/paper/benchmarks/wapm/__init__.py b/benchmarks/paper/benchmarks/wapm/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/paper/benchmarks/wapm/amirali.wasm b/benchmarks/paper/benchmarks/wapm/amirali.wasm
new file mode 100644
index 000000000..c82652332
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/amirali.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:649e7bbe96303bf0a86c38397191c74d1cd3d589f2c3c187c4a7175e8365a007
+size 367
diff --git a/benchmarks/paper/benchmarks/wapm/amirali.wasm.conf b/benchmarks/paper/benchmarks/wapm/amirali.wasm.conf
new file mode 100644
index 000000000..6678312b9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/amirali.wasm.conf
@@ -0,0 +1 @@
+HEAD_COMMAND=("")
diff --git a/benchmarks/paper/benchmarks/wapm/amirali.wasm.expected b/benchmarks/paper/benchmarks/wapm/amirali.wasm.expected
new file mode 100644
index 000000000..663bf7bca
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/amirali.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21a0da8eec3c9e8179d4b3f7388b4d9962f9297e65706b656c623d08b214577f
+size 216
diff --git a/benchmarks/paper/benchmarks/wapm/base64cli.wasm b/benchmarks/paper/benchmarks/wapm/base64cli.wasm
new file mode 100755
index 000000000..9672ef2df
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/base64cli.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22dd5d48e40959c8fa25f5968aaf3d5af9430e848d9a582b7a0b6ba2aaf9a438
+size 2488902
diff --git a/benchmarks/paper/benchmarks/wapm/base64cli.wasm.conf b/benchmarks/paper/benchmarks/wapm/base64cli.wasm.conf
new file mode 100644
index 000000000..33cbf0ad3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/base64cli.wasm.conf
@@ -0,0 +1 @@
+PARAMETER=("encode helloworld")
diff --git a/benchmarks/paper/benchmarks/wapm/base64cli.wasm.expected b/benchmarks/paper/benchmarks/wapm/base64cli.wasm.expected
new file mode 100644
index 000000000..8c80daf38
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/base64cli.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d50043997f0fadb18250ccc7d60a4a4e622614490297f585915431ec0e17f3f3
+size 17
diff --git a/benchmarks/paper/benchmarks/wapm/base64cli_config.py b/benchmarks/paper/benchmarks/wapm/base64cli_config.py
new file mode 100644
index 000000000..dec52b77f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/base64cli_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "encode helloworld"
diff --git a/benchmarks/paper/benchmarks/wapm/chkfont.wasm b/benchmarks/paper/benchmarks/wapm/chkfont.wasm
new file mode 100755
index 000000000..3b570c002
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/chkfont.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8fcad775e5ab5739c3d6f723cc8121b56fea9c1078d2b1bb1c2e0216d599062
+size 75658
diff --git a/benchmarks/paper/benchmarks/wapm/chkfont.wasm.conf b/benchmarks/paper/benchmarks/wapm/chkfont.wasm.conf
new file mode 100644
index 000000000..86b980711
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/chkfont.wasm.conf
@@ -0,0 +1,3 @@
+DIR=('--dir=./fonts')
+HEAD_COMMAND=("eval")
+PARAMETER=("fonts/small.flf")
diff --git a/benchmarks/paper/benchmarks/wapm/chkfont.wasm.expected b/benchmarks/paper/benchmarks/wapm/chkfont.wasm.expected
new file mode 100644
index 000000000..b6b94d4d6
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/chkfont.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:705a9b94198292c4640e495cf6792ac88cd8224330a6ff661f5c8cf1f9b39a0e
+size 120
diff --git a/benchmarks/paper/benchmarks/wapm/chkfont_config.py b/benchmarks/paper/benchmarks/wapm/chkfont_config.py
new file mode 100644
index 000000000..54e6f18aa
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/chkfont_config.py
@@ -0,0 +1,5 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    dir = "--dir=./fonts"
+    parameter = "fonts/small.flf"
diff --git a/benchmarks/paper/benchmarks/wapm/code-stock.wasm b/benchmarks/paper/benchmarks/wapm/code-stock.wasm
new file mode 100755
index 000000000..2071f5b1e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/code-stock.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7d05eab7c7753e8b3cfa8f71cce93ae05c09e3b79d16c40509d4dd813aeac27
+size 2036078
diff --git a/benchmarks/paper/benchmarks/wapm/code-stock.wasm.conf b/benchmarks/paper/benchmarks/wapm/code-stock.wasm.conf
new file mode 100644
index 000000000..6678312b9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/code-stock.wasm.conf
@@ -0,0 +1 @@
+HEAD_COMMAND=("")
diff --git a/benchmarks/paper/benchmarks/wapm/code-stock.wasm.expected b/benchmarks/paper/benchmarks/wapm/code-stock.wasm.expected
new file mode 100644
index 000000000..a2f5bf4fc
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/code-stock.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9014c4624844aa5bac314773d6b689ad467fa4e1d1a50a1b8a99d5a95f72ff5
+size 14
diff --git a/benchmarks/paper/benchmarks/wapm/config.py b/benchmarks/paper/benchmarks/wapm/config.py
new file mode 100644
index 000000000..bd752d05c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/config.py
@@ -0,0 +1,7 @@
+from configuration.suite_config import suite_config
+
+class SuiteConfig(suite_config):
+    testname = "WAPM-TESTSUITE"
+    interp_ignore = "main.wasm wasm3.wasm"
+    ignore_case = "sqlite.wasm"
+    command = "{input_command} | {runtime} {memory_options}"
diff --git a/benchmarks/paper/benchmarks/wapm/cowsay.wasm b/benchmarks/paper/benchmarks/wapm/cowsay.wasm
new file mode 100755
index 000000000..768eea15b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/cowsay.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cf9a18923570a0e76eb5793522dc122f01cfda26db468fe9c3f9b1a1424550a
+size 1058629
diff --git a/benchmarks/paper/benchmarks/wapm/cowsay.wasm.conf b/benchmarks/paper/benchmarks/wapm/cowsay.wasm.conf
new file mode 100644
index 000000000..3ba73fb85
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/cowsay.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("eval")
+PARAMETER=("hello")
diff --git a/benchmarks/paper/benchmarks/wapm/cowsay.wasm.expected b/benchmarks/paper/benchmarks/wapm/cowsay.wasm.expected
new file mode 100644
index 000000000..b275ba174
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/cowsay.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02942c4796c9413b37e5cff4dfe0edaca61ecf34ea54c0f27f099baf1174b2fa
+size 150
diff --git a/benchmarks/paper/benchmarks/wapm/cowsay_config.py b/benchmarks/paper/benchmarks/wapm/cowsay_config.py
new file mode 100644
index 000000000..ab25b5524
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/cowsay_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    input_command = "echo 'hello'"
diff --git a/benchmarks/paper/benchmarks/wapm/dice.wasm b/benchmarks/paper/benchmarks/wapm/dice.wasm
new file mode 100755
index 000000000..2bdeebf4e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/dice.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc7cb89c1cb09cd1098755e9459d8f44ebd5f7fa723f5a42a79130512653c641
+size 33327
diff --git a/benchmarks/paper/benchmarks/wapm/dice.wasm.conf b/benchmarks/paper/benchmarks/wapm/dice.wasm.conf
new file mode 100644
index 000000000..fa6c16644
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/dice.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+COMMAND=('echo "help"')
diff --git a/benchmarks/paper/benchmarks/wapm/dice.wasm.expected b/benchmarks/paper/benchmarks/wapm/dice.wasm.expected
new file mode 100644
index 000000000..eb003cdf7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/dice.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:910ba25f919fe21e0495e6015341446156c0f7090854ee66d6fafff22854acd1
+size 52
diff --git a/benchmarks/paper/benchmarks/wapm/dice_config.py b/benchmarks/paper/benchmarks/wapm/dice_config.py
new file mode 100644
index 000000000..f4f7be098
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/dice_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    input_command = "echo help"
diff --git a/benchmarks/paper/benchmarks/wapm/echo.wasm b/benchmarks/paper/benchmarks/wapm/echo.wasm
new file mode 100755
index 000000000..c98a3fd10
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/echo.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2854e8f4d8f62028d0799f2740ec960c390515443923f85d0846dc7902a02d25
+size 30502
diff --git a/benchmarks/paper/benchmarks/wapm/echo.wasm.conf b/benchmarks/paper/benchmarks/wapm/echo.wasm.conf
new file mode 100644
index 000000000..81f34c6b3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/echo.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+PARAMETER=("1234567890")
diff --git a/benchmarks/paper/benchmarks/wapm/echo.wasm.expected b/benchmarks/paper/benchmarks/wapm/echo.wasm.expected
new file mode 100644
index 000000000..89eaf14dd
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/echo.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4795a1c2517089e4df569afd77c04e949139cf299c87f012b894fccf91df4594
+size 11
diff --git a/benchmarks/paper/benchmarks/wapm/echo_config.py b/benchmarks/paper/benchmarks/wapm/echo_config.py
new file mode 100644
index 000000000..aa66e0ec1
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/echo_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "1234567890"
diff --git a/benchmarks/paper/benchmarks/wapm/erdtree.wasm b/benchmarks/paper/benchmarks/wapm/erdtree.wasm
new file mode 100755
index 000000000..edbf92d21
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/erdtree.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fa2f44be2a81231e01bcd8db2e63195cfd3341d73fb34f4b163ce5d5be162d0
+size 2057102
diff --git a/benchmarks/paper/benchmarks/wapm/erdtree.wasm.conf b/benchmarks/paper/benchmarks/wapm/erdtree.wasm.conf
new file mode 100644
index 000000000..3891fdf0e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/erdtree.wasm.conf
@@ -0,0 +1,2 @@
+DIR=('--dir=.')
+PARAMETER=("package")
diff --git a/benchmarks/paper/benchmarks/wapm/erdtree.wasm.expected b/benchmarks/paper/benchmarks/wapm/erdtree.wasm.expected
new file mode 100644
index 000000000..829ed6d1d
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/erdtree.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:706f1bae795982226768de96730c772530ccc6c4b9e6481573c55048ce353ba2
+size 100
diff --git a/benchmarks/paper/benchmarks/wapm/erdtree_config.py b/benchmarks/paper/benchmarks/wapm/erdtree_config.py
new file mode 100644
index 000000000..d4afe574b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/erdtree_config.py
@@ -0,0 +1,5 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    dir = "--dir=."
+    parameter = "aarch64"
diff --git a/benchmarks/paper/benchmarks/wapm/figlet.wasm b/benchmarks/paper/benchmarks/wapm/figlet.wasm
new file mode 100755
index 000000000..5726d1d1e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/figlet.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfb54deb829a5c910544ea7fe25c576c921e9a62f7181cae0f0ccd16432ace65
+size 107944
diff --git a/benchmarks/paper/benchmarks/wapm/figlet.wasm.conf b/benchmarks/paper/benchmarks/wapm/figlet.wasm.conf
new file mode 100644
index 000000000..75a578954
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/figlet.wasm.conf
@@ -0,0 +1,3 @@
+DIR=('--dir=fonts')
+HEAD_COMMAND=("eval")
+PARAMETER=("hello")
diff --git a/benchmarks/paper/benchmarks/wapm/figlet.wasm.expected b/benchmarks/paper/benchmarks/wapm/figlet.wasm.expected
new file mode 100644
index 000000000..797ebbd1c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/figlet.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2afea1111321537e2637be5dd16e5a593987315225a140bf613cdc96d0f29707
+size 138
diff --git a/benchmarks/paper/benchmarks/wapm/figlet_config.py b/benchmarks/paper/benchmarks/wapm/figlet_config.py
new file mode 100644
index 000000000..fcfe8f6f3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/figlet_config.py
@@ -0,0 +1,5 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    dir = "--dir=./fonts"
+    parameter = "hello"
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/hz.flc b/benchmarks/paper/benchmarks/wapm/fonts/hz.flc
new file mode 100644
index 000000000..2d89e4bcf
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/hz.flc
@@ -0,0 +1,4 @@
+flc2a
+# Set HZ input mode (a 7-bit encoding of GB Chinese text)
+# Meaningful only to FIGlet 2.2 beta 4 or better
+h
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/koi8r.flc b/benchmarks/paper/benchmarks/wapm/fonts/koi8r.flc
new file mode 100644
index 000000000..e324d8b04
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/koi8r.flc
@@ -0,0 +1,128 @@
+t \0x80 \0x2500
+t \0x81 \0x2502
+t \0x82 \0x250c
+t \0x83 \0x2510
+t \0x84 \0x2514
+t \0x85 \0x2518
+t \0x86 \0x251c
+t \0x87 \0x2524
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+t \0x97 \0x2248
+t \0x98 \0x2264
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+t \0x9a \0x00a0
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+t \0x9c \0x00b0
+t \0x9d \0x00b2
+t \0x9e \0x00b7
+t \0x9f \0x00f7
+t \0xa0 \0x2550
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+t \0xa3 \0x0451
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+t \0xbc \0x256a
+t \0xbd \0x256b
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+t \0xbf \0x00a9
+t \0xc0 \0x044e
+t \0xc1 \0x0430
+t \0xc2 \0x0431
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+t \0xd0 \0x043f
+t \0xd1 \0x044f
+t \0xd2 \0x0440
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+t \0xee \0x041d
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+t \0xff \0x042a
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/lean.flf b/benchmarks/paper/benchmarks/wapm/fonts/lean.flf
new file mode 100644
index 000000000..7e53563c0
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/lean.flf
@@ -0,0 +1,1691 @@
+flf2a$ 8 6 27 0 10 0 576 96
+Lean by Glenn Chappell 4/93 -- based on various .sig's
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+       $  $@
+      $  $ @
+     $  $  @
+    $  $   @
+   $  $    @
+  $  $     @
+ $  $      @
+$  $       @@
+       $$@
+    _/ $ @
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+  _/ $   @
+   $$    @
+_/ $     @
+ $$      @
+         @@
+   _/  _/ $@
+  _/  _/ $ @
+       $$  @
+  $$       @
+ $$        @
+$$         @
+           @
+           @@
+            $$ @
+     _/  _/   $@
+  _/_/_/_/_/ $ @
+   _/  _/   $  @
+_/_/_/_/_/ $   @
+ _/  _/   $    @
+      $$       @
+               @@
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+                 @@
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+        $$    @
+              @@
+       _/ $@
+    _/   $ @
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+  $$       @
+ $$        @
+$$         @
+           @
+           @@
+       _/ $@
+    _/   $ @
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+  $$       @@
+      _/   $@
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+ _/_/   $     @
+    $$        @
+              @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+    _/    _/ $@
+           $$ @
+  _/    _/ $  @
+ _/    _/ $   @
+_/    _/ $    @
+ _/_/   $     @
+    $$        @
+              @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+        _/ $ @
+     _/     $@
+_/      _/ $ @
+ _/  _/   $  @
+  _/   $     @
+ _/ $        @
+  $$         @
+             @@
+222  LATIN CAPITAL LETTER THORN
+       $$    @
+    _/     $ @
+   _/_/_/   $@
+  _/    _/ $ @
+ _/_/_/   $  @
+_/     $     @
+ $$          @
+             @@
+223  LATIN SMALL LETTER SHARP S
+            $$ @
+       _/_/   $@
+    _/    _/ $ @
+   _/  _/   $  @
+  _/    _/ $   @
+ _/  _/   $    @
+_/     $       @
+ $$            @@
+224  LATIN SMALL LETTER A WITH GRAVE
+      _/   $@
+       _/ $ @
+          $$@
+   _/_/_/ $ @
+_/    _/ $  @
+ _/_/_/ $   @
+      $$    @
+            @@
+225  LATIN SMALL LETTER A WITH ACUTE
+          _/ $@
+       _/   $ @
+          $$  @
+   _/_/_/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+        _/   $@
+     _/  _/ $ @
+          $$  @
+   _/_/_/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+227  LATIN SMALL LETTER A WITH TILDE
+      _/  _/ $@
+   _/  _/   $ @
+          $$  @
+   _/_/_/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+    _/    _/ $@
+           $$ @
+    _/_/_/ $  @
+ _/    _/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+        _/   $@
+     _/  _/ $ @
+      _/   $  @
+   _/_/_/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+230  LATIN SMALL LETTER AE
+                    @
+                 $$ @
+    _/_/_/  _/_/   $@
+ _/    _/_/_/_/_/ $ @
+_/    _/_/       $  @
+ _/_/_/  _/_/_/ $   @
+              $$    @
+                    @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+              @
+            $$@
+     _/_/_/ $ @
+  _/       $  @
+ _/       $   @
+  _/_/_/ $    @
+   _/   $     @
+_/_/ $        @@
+232  LATIN SMALL LETTER E WITH GRAVE
+      _/     $@
+       _/ $   @
+    _/_/   $  @
+ _/_/_/_/ $   @
+_/       $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+233  LATIN SMALL LETTER E WITH ACUTE
+          _/ $@
+       _/   $ @
+    _/_/   $  @
+ _/_/_/_/ $   @
+_/       $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+      _/_/   $@
+   _/    _/ $ @
+    _/_/   $  @
+ _/_/_/_/ $   @
+_/       $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+    _/    _/ $@
+           $$ @
+    _/_/   $  @
+ _/_/_/_/ $   @
+_/       $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+236  LATIN SMALL LETTER I WITH GRAVE
+   _/   $@
+    _/ $ @
+     $$  @
+  _/ $   @
+ _/ $    @
+_/ $     @
+ $$      @
+         @@
+237  LATIN SMALL LETTER I WITH ACUTE
+       _/ $@
+    _/   $ @
+     $$    @
+  _/ $     @
+ _/ $      @
+_/ $       @
+ $$        @
+           @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+     _/   $@
+  _/  _/ $ @
+       $$  @
+  _/ $     @
+ _/ $      @
+_/ $       @
+ $$        @
+           @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+   _/  _/ $@
+        $$ @
+   _/ $    @
+  _/ $     @
+ _/ $      @
+_/ $       @
+ $$        @
+           @@
+240  LATIN SMALL LETTER ETH
+    _/  _/ $@
+     _/   $ @
+  _/  _/   $@
+   _/_/_/ $ @
+_/    _/ $  @
+ _/_/   $   @
+    $$      @
+            @@
+241  LATIN SMALL LETTER N WITH TILDE
+       _/  _/ $@
+    _/  _/   $ @
+         $$    @
+  _/_/_/   $   @
+ _/    _/ $    @
+_/    _/ $     @
+       $$      @
+               @@
+242  LATIN SMALL LETTER O WITH GRAVE
+      _/   $@
+       _/ $ @
+        $$  @
+   _/_/   $ @
+_/    _/ $  @
+ _/_/   $   @
+    $$      @
+            @@
+243  LATIN SMALL LETTER O WITH ACUTE
+        _/ $@
+     _/   $ @
+        $$  @
+   _/_/   $ @
+_/    _/ $  @
+ _/_/   $   @
+    $$      @
+            @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+      _/_/   $@
+   _/    _/ $ @
+          $$  @
+   _/_/   $   @
+_/    _/ $    @
+ _/_/   $     @
+    $$        @
+              @@
+245  LATIN SMALL LETTER O WITH TILDE
+      _/_/_/ $@
+   _/  _/   $ @
+        $$    @
+   _/_/   $   @
+_/    _/ $    @
+ _/_/   $     @
+    $$        @
+              @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+    _/    _/ $@
+           $$ @
+    _/_/   $  @
+ _/    _/ $   @
+_/    _/ $    @
+ _/_/   $     @
+    $$        @
+              @@
+247  DIVISION SIGN
+         $$  @
+      _/ $   @
+           $$@
+_/_/_/_/_/ $ @
+         $$  @
+  _/ $       @
+   $$        @
+             @@
+248  LATIN SMALL LETTER O WITH STROKE
+              @
+            $$@
+     _/_/_/ $ @
+  _/  _/_/ $  @
+ _/_/  _/ $   @
+_/_/_/   $    @
+     $$       @
+              @@
+249  LATIN SMALL LETTER U WITH GRAVE
+    _/   $  @
+     _/ $   @
+          $$@
+ _/    _/ $ @
+_/    _/ $  @
+ _/_/_/ $   @
+      $$    @
+            @@
+250  LATIN SMALL LETTER U WITH ACUTE
+          _/ $@
+       _/   $ @
+          $$  @
+ _/    _/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+      _/_/   $@
+   _/    _/ $ @
+          $$  @
+ _/    _/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+    _/    _/ $@
+           $$ @
+  _/    _/ $  @
+ _/    _/ $   @
+_/    _/ $    @
+ _/_/_/ $     @
+      $$      @
+              @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+         _/ $@
+      _/   $ @
+           $$@
+  _/    _/ $ @
+ _/    _/ $  @
+  _/_/_/ $   @
+     _/ $    @
+_/_/   $     @@
+254  LATIN SMALL LETTER THORN
+         $$    @
+      _/     $ @
+     _/_/_/   $@
+    _/    _/ $ @
+   _/    _/ $  @
+  _/_/_/   $   @
+ _/     $      @
+_/ $           @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+     _/    _/ $@
+            $$ @
+   _/    _/ $  @
+  _/    _/ $   @
+ _/    _/ $    @
+  _/_/_/ $     @
+     _/ $      @
+_/_/   $       @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/mini.flf b/benchmarks/paper/benchmarks/wapm/fonts/mini.flf
new file mode 100644
index 000000000..3b72606ca
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/mini.flf
@@ -0,0 +1,899 @@
+flf2a$ 4 3 10 0 10 0 1920 96
+Mini by Glenn Chappell 4/93
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+$$@
+$$@
+$$@
+$$@@
+   @
+ |$@
+ o$@
+   @@
+    @
+ ||$@
+    @
+    @@
+       @
+ -|-|-$@
+ -|-|-$@
+       @@
+   _$@
+ (|$ @
+ _|)$@
+     @@
+    @
+ O/$@
+ /O$@
+    @@
+     @
+ ()$ @
+ (_X$@
+     @@
+   @
+ /$@
+   @
+   @@
+    @
+  /$@
+ |$ @
+  \$@@
+    @
+ \$ @
+  |$@
+ /$ @@
+     @
+ \|/$@
+ /|\$@
+     @@
+     @
+ _|_$@
+  |$ @
+     @@
+   @
+   @
+ o$@
+ /$@@
+    @
+ __$@
+    @
+    @@
+   @
+   @
+ o$@
+   @@
+    @
+  /$@
+ /$ @
+    @@
+  _$ @
+ / \$@
+ \_/$@
+     @@
+    @
+ /|$@
+  |$@
+    @@
+ _$ @
+  )$@
+ /_$@
+    @@
+ _$ @
+ _)$@
+ _)$@
+    @@
+      @
+ |_|_$@
+   |$ @
+      @@
+  _$ @
+ |_$ @
+  _)$@
+     @@
+  _$ @
+ |_$ @
+ |_)$@
+     @@
+ __$@
+  /$@
+ /$ @
+    @@
+  _$ @
+ (_)$@
+ (_)$@
+     @@
+  _$ @
+ (_|$@
+   |$@
+     @@
+   @
+ o$@
+ o$@
+   @@
+   @
+ o$@
+ o$@
+ /$@@
+   @
+ /$@
+ \$@
+   @@
+    @
+ --$@
+ --$@
+    @@
+   @
+ \$@
+ /$@
+   @@
+ _$ @
+  )$@
+ o$ @
+    @@
+   __$ @
+  /  \$@
+ | (|/$@
+  \__$ @@
+      @
+  /\$ @
+ /--\$@
+      @@
+  _$ @
+ |_)$@
+ |_)$@
+     @@
+  _$@
+ /$ @
+ \_$@
+    @@
+  _$ @
+ | \$@
+ |_/$@
+     @@
+  _$@
+ |_$@
+ |_$@
+    @@
+  _$@
+ |_$@
+ |$ @
+    @@
+  __$@
+ /__$@
+ \_|$@
+     @@
+     @
+ |_|$@
+ | |$@
+     @@
+ ___$@
+  |$ @
+ _|_$@
+     @@
+     @
+   |$@
+ \_|$@
+     @@
+    @
+ |/$@
+ |\$@
+    @@
+    @
+ |$ @
+ |_$@
+    @@
+      @
+ |\/|$@
+ |  |$@
+      @@
+      @
+ |\ |$@
+ | \|$@
+      @@
+  _$ @
+ / \$@
+ \_/$@
+     @@
+  _$ @
+ |_)$@
+ |$  @
+     @@
+  _$ @
+ / \$@
+ \_X$@
+     @@
+  _$ @
+ |_)$@
+ | \$@
+     @@
+  __$@
+ (_$ @
+ __)$@
+     @@
+ ___$@
+  |$ @
+  |$ @
+     @@
+     @
+ | |$@
+ |_|$@
+     @@
+      @
+ \  /$@
+  \/$ @
+      @@
+        @
+ \    /$@
+  \/\/$ @
+        @@
+    @
+ \/$@
+ /\$@
+    @@
+     @
+ \_/$@
+  |$ @
+     @@
+ __$@
+  /$@
+ /_$@
+    @@
+  _$@
+ |$ @
+ |_$@
+    @@
+    @
+ \$ @
+  \$@
+    @@
+ _$ @
+  |$@
+ _|$@
+    @@
+ /\$@
+    @
+    @
+    @@
+    @
+    @
+    @
+ __$@@
+   @
+ \$@
+   @
+   @@
+     @
+  _.$@
+ (_|$@
+     @@
+     @
+ |_$ @
+ |_)$@
+     @@
+    @
+  _$@
+ (_$@
+    @@
+     @
+  _|$@
+ (_|$@
+     @@
+     @
+  _$ @
+ (/_$@
+     @@
+   _$@
+ _|_$@
+  |$ @
+     @@
+     @
+  _$ @
+ (_|$@
+  _|$@@
+     @
+ |_$ @
+ | |$@
+     @@
+   @
+ o$@
+ |$@
+   @@
+    @
+  o$@
+  |$@
+ _|$@@
+    @
+ |$ @
+ |<$@
+    @@
+   @
+ |$@
+ |$@
+   @@
+       @
+ ._ _$ @
+ | | |$@
+       @@
+     @
+ ._$ @
+ | |$@
+     @@
+     @
+  _$ @
+ (_)$@
+     @@
+     @
+ ._$ @
+ |_)$@
+ |$  @@
+     @
+  _.$@
+ (_|$@
+   |$@@
+    @
+ ._$@
+ |$ @
+    @@
+    @
+  _$@
+ _>$@
+    @@
+     @
+ _|_$@
+  |_$@
+     @@
+     @
+     @
+ |_|$@
+     @@
+    @
+    @
+ \/$@
+    @@
+      @
+      @
+ \/\/$@
+      @@
+    @
+    @
+ ><$@
+    @@
+    @
+    @
+ \/$@
+ /$ @@
+    @
+ _$ @
+ /_$@
+    @@
+  ,-$@
+ _|$ @
+  |$ @
+  `-$@@
+ |$@
+ |$@
+ |$@
+ |$@@
+ -.$ @
+  |_$@
+  |$ @
+ -'$ @@
+ /\/$@
+     @
+     @
+     @@
+ o  o$@
+  /\$ @
+ /--\$@
+      @@
+ o_o$@
+ / \$@
+ \_/$@
+     @@
+ o o$@
+ | |$@
+ |_|$@
+     @@
+ o o$@
+  _.$@
+ (_|$@
+     @@
+ o o$@
+  _$ @
+ (_)$@
+     @@
+ o o$@
+     @
+ |_|$@
+     @@
+  _$ @
+ | )$@
+ | )$@
+ |$  @@
+160  NO-BREAK SPACE
+ $$@
+ $$@
+ $$@
+ $$@@
+161  INVERTED EXCLAMATION MARK
+   @
+ o$@
+ |$@
+   @@
+162  CENT SIGN
+     @
+  |_$@
+ (__$@
+  |$ @@
+163  POUND SIGN
+    _$  @
+  _/_`$ @
+   |___$@
+        @@
+164  CURRENCY SIGN
+     @
+ `o'$@
+ ' `$@
+     @@
+165  YEN SIGN
+       @
+ _\_/_$@
+ --|--$@
+       @@
+166  BROKEN BAR
+ |$@
+ |$@
+ |$@
+ |$@@
+167  SECTION SIGN
+  _$@
+ ($ @
+ ()$@
+ _)$@@
+168  DIAERESIS
+ o o$@
+     @
+     @
+     @@
+169  COPYRIGHT SIGN
+  _$ @
+ |C|$@
+ `-'$@
+     @@
+170  FEMININE ORDINAL INDICATOR
+  _.$@
+ (_|$@
+ ---$@
+     @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+    @
+ //$@
+ \\$@
+    @@
+172  NOT SIGN
+     @
+ __$ @
+   |$@
+     @@
+173  SOFT HYPHEN
+   @
+ _$@
+   @
+   @@
+174  REGISTERED SIGN
+  _$ @
+ |R|$@
+ `-'$@
+     @@
+175  MACRON
+ __$@
+    @
+    @
+    @@
+176  DEGREE SIGN
+ O$@
+   @
+   @
+   @@
+177  PLUS-MINUS SIGN
+     @
+ _|_$@
+ _|_$@
+     @@
+178  SUPERSCRIPT TWO
+ 2$@
+   @
+   @
+   @@
+179  SUPERSCRIPT THREE
+ 3$@
+   @
+   @
+   @@
+180  ACUTE ACCENT
+ /$@
+   @
+   @
+   @@
+181  MICRO SIGN
+     @
+     @
+ |_|$@
+ |$  @@
+182  PILCROW SIGN
+  __$ @
+ (| |$@
+  | |$@
+      @@
+183  MIDDLE DOT
+   @
+ o$@
+   @
+   @@
+184  CEDILLA
+   @
+   @
+   @
+ S$@@
+185  SUPERSCRIPT ONE
+ 1$@
+   @
+   @
+   @@
+186  MASCULINE ORDINAL INDICATOR
+  _$ @
+ (_)$@
+ ---$@
+     @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+    @
+ \\$@
+ //$@
+    @@
+188  VULGAR FRACTION ONE QUARTER
+    @
+ 1/$@
+ /4$@
+    @@
+189  VULGAR FRACTION ONE HALF
+    @
+ 1/$@
+ /2$@
+    @@
+190  VULGAR FRACTION THREE QUARTERS
+    @
+ 3/$@
+ /4$@
+    @@
+191  INVERTED QUESTION MARK
+    @
+  o$@
+ (_$@
+    @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+   \$ @
+  /\$ @
+ /--\$@
+      @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+  /$  @
+  /\$ @
+ /--\$@
+      @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+  /\$ @
+  /\$ @
+ /--\$@
+      @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+  /\/$@
+  /\$ @
+ /--\$@
+      @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+ o  o$@
+  /\$ @
+ /--\$@
+      @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+   O$  @
+  / \$ @
+ /---\$@
+       @@
+198  LATIN CAPITAL LETTER AE
+    _$@
+  /|_$@
+ /-|_$@
+      @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+  _$@
+ /$ @
+ \_$@
+  S$@@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+ \_$@
+ |_$@
+ |_$@
+    @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+  _/$@
+ |_$ @
+ |_$ @
+     @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+  /\$@
+ |_$ @
+ |_$ @
+     @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+ o_o$@
+ |_$ @
+ |_$ @
+     @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+ \__$@
+  |$ @
+ _|_$@
+     @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+ __/$@
+  |$ @
+ _|_$@
+     @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+  /\$@
+ ___$@
+ _|_$@
+     @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+ o_o$@
+  |$ @
+ _|_$@
+     @@
+208  LATIN CAPITAL LETTER ETH
+   _$ @
+ _|_\$@
+  |_/$@
+      @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+  /\/$@
+ |\ |$@
+ | \|$@
+      @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+  \$ @
+ / \$@
+ \_/$@
+     @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+  /$ @
+ / \$@
+ \_/$@
+     @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+  /\$@
+ / \$@
+ \_/$@
+     @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+ /\/$@
+ / \$@
+ \_/$@
+     @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+ o_o$@
+ / \$@
+ \_/$@
+     @@
+215  MULTIPLICATION SIGN
+   @
+   @
+ X$@
+   @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+  __$ @
+ / /\$@
+ \/_/$@
+      @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+  \$ @
+ | |$@
+ |_|$@
+     @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+  /$ @
+ | |$@
+ |_|$@
+     @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+  /\$@
+ | |$@
+ |_|$@
+     @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+ o o$@
+ | |$@
+ |_|$@
+     @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+  /$ @
+ \_/$@
+  |$ @
+     @@
+222  LATIN CAPITAL LETTER THORN
+ |_$ @
+ |_)$@
+ |$  @
+     @@
+223  LATIN SMALL LETTER SHARP S
+  _$ @
+ | )$@
+ | )$@
+ |$  @@
+224  LATIN SMALL LETTER A WITH GRAVE
+  \$ @
+  _.$@
+ (_|$@
+     @@
+225  LATIN SMALL LETTER A WITH ACUTE
+  /$ @
+  _.$@
+ (_|$@
+     @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+  /\$@
+  _.$@
+ (_|$@
+     @@
+227  LATIN SMALL LETTER A WITH TILDE
+ /\/$@
+  _.$@
+ (_|$@
+     @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+ o o$@
+  _.$@
+ (_|$@
+     @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+  O$ @
+  _.$@
+ (_|$@
+     @@
+230  LATIN SMALL LETTER AE
+       @
+  ___$ @
+ (_|/_$@
+       @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+    @
+  _$@
+ (_$@
+  S$@@
+232  LATIN SMALL LETTER E WITH GRAVE
+  \$ @
+  _$ @
+ (/_$@
+     @@
+233  LATIN SMALL LETTER E WITH ACUTE
+  /$ @
+  _$ @
+ (/_$@
+     @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+  /\$@
+  _$ @
+ (/_$@
+     @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+ o o$@
+  _$ @
+ (/_$@
+     @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ \$@
+   @
+ |$@
+   @@
+237  LATIN SMALL LETTER I WITH ACUTE
+ /$@
+   @
+ |$@
+   @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+ /\$@
+    @
+ |$ @
+    @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+ o o$@
+     @
+  |$ @
+     @@
+240  LATIN SMALL LETTER ETH
+ X$  @
+  \$ @
+ (_|$@
+     @@
+241  LATIN SMALL LETTER N WITH TILDE
+ /\/$@
+ ._$ @
+ | |$@
+     @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  \$ @
+  _$ @
+ (_)$@
+     @@
+243  LATIN SMALL LETTER O WITH ACUTE
+  /$ @
+  _$ @
+ (_)$@
+     @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+  /\$@
+  _$ @
+ (_)$@
+     @@
+245  LATIN SMALL LETTER O WITH TILDE
+ /\/$@
+  _$ @
+ (_)$@
+     @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+ o o$@
+  _$ @
+ (_)$@
+     @@
+247  DIVISION SIGN
+  o$ @
+ ---$@
+  o$ @
+     @@
+248  LATIN SMALL LETTER O WITH STROKE
+     @
+  _$ @
+ (/)$@
+     @@
+249  LATIN SMALL LETTER U WITH GRAVE
+  \$ @
+     @
+ |_|$@
+     @@
+250  LATIN SMALL LETTER U WITH ACUTE
+  /$ @
+     @
+ |_|$@
+     @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+  /\$@
+     @
+ |_|$@
+     @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+ o o$@
+     @
+ |_|$@
+     @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+  /$@
+    @
+ \/$@
+ /$ @@
+254  LATIN SMALL LETTER THORN
+     @
+ |_$ @
+ |_)$@
+ |$  @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+ oo$@
+    @
+ \/$@
+ /$ @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/mnemonic.flf b/benchmarks/paper/benchmarks/wapm/fonts/mnemonic.flf
new file mode 100644
index 000000000..03e4baa78
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/mnemonic.flf
@@ -0,0 +1,3702 @@
+flf2a$ 1 1 12 -1 5 0 0 1797
+mnemonic - a FIGfont by John Cowan <cowan@@ccil.org>
+This font uses the mnemonics of RFC1345
+(http://ds.internic.net/rfc/rfc1345.txt) to implement a really large character
+set rather crudely, but reversibly.  Two-letter mnemonics
+are prefixed by &; larger mnemonics are prefixed by &_ and followed by _.
+&SP@@
+!@@
+"@@
+&Nb@@
+&DO@@
+%@@
+&@@
+'@@
+(@@
+)@@
+*@@
++@@
+,@@
+-@@
+.@@
+/@@
+0@@
+1@@
+2@@
+3@@
+4@@
+5@@
+6@@
+7@@
+8@@
+9@@
+:@@
+;@@
+<@@
+=@@
+>@@
+?@@
+&At@@
+A@@
+B@@
+C@@
+D@@
+E@@
+F@@
+G@@
+H@@
+I@@
+J@@
+K@@
+L@@
+M@@
+N@@
+O@@
+P@@
+Q@@
+R@@
+S@@
+T@@
+U@@
+V@@
+W@@
+X@@
+Y@@
+Z@@
+&<(@@
+&//@@
+&)>@@
+&'>@@
+_@@
+&'!@@
+a@@
+b@@
+c@@
+d@@
+e@@
+f@@
+g@@
+h@@
+i@@
+j@@
+k@@
+l@@
+m@@
+n@@
+o@@
+p@@
+q@@
+r@@
+s@@
+t@@
+u@@
+v@@
+w@@
+x@@
+y@@
+z@@
+&(!@@
+&!!@@
+&!)@@
+&'?@@
+&A:@@
+&O:@@
+&U:@@
+&a:@@
+&o:@@
+&u:@@
+&ss@@
+0x0001    START OF HEADING (SOH)
+&SH@@
+0x0002    START OF TEXT (STX)
+&SX@@
+0x0003    END OF TEXT (ETX)
+&EX@@
+0x0004    END OF TRANSMISSION (EOT)
+&ET@@
+0x0005    ENQUIRY (ENQ)
+&EQ@@
+0x0006    ACKNOWLEDGE (ACK)
+&AK@@
+0x0007    BELL (BEL)
+&BL@@
+0x0008    BACKSPACE (BS)
+&BS@@
+0x0009    CHARACTER TABULATION (HT)
+&HT@@
+0x000a    LINE FEED (LF)
+&LF@@
+0x000b    LINE TABULATION (VT)
+&VT@@
+0x000c    FORM FEED (FF)
+&FF@@
+0x000d    CARRIAGE RETURN (CR)
+&CR@@
+0x000e    SHIFT OUT (SO)
+&SO@@
+0x000f    SHIFT IN (SI)
+&SI@@
+0x0010    DATALINK ESCAPE (DLE)
+&DL@@
+0x0011    DEVICE CONTROL ONE (DC1)
+&D1@@
+0x0012    DEVICE CONTROL TWO (DC2)
+&D2@@
+0x0013    DEVICE CONTROL THREE (DC3)
+&D3@@
+0x0014    DEVICE CONTROL FOUR (DC4)
+&D4@@
+0x0015    NEGATIVE ACKNOWLEDGE (NAK)
+&NK@@
+0x0016    SYNCRONOUS IDLE (SYN)
+&SY@@
+0x0017    END OF TRANSMISSION BLOCK (ETB)
+&EB@@
+0x0018    CANCEL (CAN)
+&CN@@
+0x0019    END OF MEDIUM (EM)
+&EM@@
+0x001a    SUBSTITUTE (SUB)
+&SB@@
+0x001b    ESCAPE (ESC)
+&EC@@
+0x001c    FILE SEPARATOR (IS4)
+&FS@@
+0x001d    GROUP SEPARATOR (IS3)
+&GS@@
+0x001e    RECORD SEPARATOR (IS2)
+&RS@@
+0x001f    UNIT SEPARATOR (IS1)
+&US@@
+0x007f    DELETE (DEL)
+&DT@@
+0x0080    PADDING CHARACTER (PAD)
+&PA@@
+0x0081    HIGH OCTET PRESET (HOP)
+&HO@@
+0x0082    BREAK PERMITTED HERE (BPH)
+&BH@@
+0x0083    NO BREAK HERE (NBH)
+&NH@@
+0x0084    INDEX (IND)
+&IN@@
+0x0085    NEXT LINE (NEL)
+&NL@@
+0x0086    START OF SELECTED AREA (SSA)
+&SA@@
+0x0087    END OF SELECTED AREA (ESA)
+&ES@@
+0x0088    CHARACTER TABULATION SET (HTS)
+&HS@@
+0x0089    CHARACTER TABULATION WITH JUSTIFICATION (HTJ)
+&HJ@@
+0x008a    LINE TABULATION SET (VTS)
+&VS@@
+0x008b    PARTIAL LINE FORWARD (PLD)
+&PD@@
+0x008c    PARTIAL LINE BACKWARD (PLU)
+&PU@@
+0x008d    REVERSE LINE FEED (RI)
+&RI@@
+0x008e    SINGLE-SHIFT TWO (SS2)
+&S2@@
+0x008f    SINGLE-SHIFT THREE (SS3)
+&S3@@
+0x0090    DEVICE CONTROL STRING (DCS)
+&DC@@
+0x0091    PRIVATE USE ONE (PU1)
+&P1@@
+0x0092    PRIVATE USE TWO (PU2)
+&P2@@
+0x0093    SET TRANSMIT STATE (STS)
+&TS@@
+0x0094    CANCEL CHARACTER (CCH)
+&CC@@
+0x0095    MESSAGE WAITING (MW)
+&MW@@
+0x0096    START OF GUARDED AREA (SPA)
+&SG@@
+0x0097    END OF GUARDED AREA (EPA)
+&EG@@
+0x0098    START OF STRING (SOS)
+&SS@@
+0x0099    SINGLE GRAPHIC CHARACTER INTRODUCER (SGCI)
+&GC@@
+0x009a    SINGLE CHARACTER INTRODUCER (SCI)
+&SC@@
+0x009b    CONTROL SEQUENCE INTRODUCER (CSI)
+&CI@@
+0x009c    STRING TERMINATOR (ST)
+&ST@@
+0x009d    OPERATING SYSTEM COMMAND (OSC)
+&OC@@
+0x009e    PRIVACY MESSAGE (PM)
+&PM@@
+0x009f    APPLICATION PROGRAM COMMAND (APC)
+&AC@@
+0x00a0    NO-BREAK SPACE
+&NS@@
+0x00a1    INVERTED EXCLAMATION MARK
+&!I@@
+0x00a2    CENT SIGN
+&Ct@@
+0x00a3    POUND SIGN
+&Pd@@
+0x00a4    CURRENCY SIGN
+&Cu@@
+0x00a5    YEN SIGN
+&Ye@@
+0x00a6    BROKEN BAR
+&BB@@
+0x00a7    SECTION SIGN
+&SE@@
+0x00a8    DIAERESIS
+&':@@
+0x00a9    COPYRIGHT SIGN
+&Co@@
+0x00aa    FEMININE ORDINAL INDICATOR
+&-a@@
+0x00ab    LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+&<<@@
+0x00ac    NOT SIGN
+&NO@@
+0x00ad    SOFT HYPHEN
+&--@@
+0x00ae    REGISTERED SIGN
+&Rg@@
+0x00af    MACRON
+&'m@@
+0x00b0    DEGREE SIGN
+&DG@@
+0x00b1    PLUS-MINUS SIGN
+&+-@@
+0x00b2    SUPERSCRIPT TWO
+&2S@@
+0x00b3    SUPERSCRIPT THREE
+&3S@@
+0x00b4    ACUTE ACCENT
+&''@@
+0x00b5    MICRO SIGN
+&My@@
+0x00b6    PILCROW SIGN
+&PI@@
+0x00b7    MIDDLE DOT
+&.M@@
+0x00b8    CEDILLA
+&',@@
+0x00b9    SUPERSCRIPT ONE
+&1S@@
+0x00ba    MASCULINE ORDINAL INDICATOR
+&-o@@
+0x00bb    RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+&>>@@
+0x00bc    VULGAR FRACTION ONE QUARTER
+&14@@
+0x00bd    VULGAR FRACTION ONE HALF
+&12@@
+0x00be    VULGAR FRACTION THREE QUARTERS
+&34@@
+0x00bf    INVERTED QUESTION MARK
+&?I@@
+0x00c0    LATIN CAPITAL LETTER A WITH GRAVE
+&A!@@
+0x00c1    LATIN CAPITAL LETTER A WITH ACUTE
+&A'@@
+0x00c2    LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+&A>@@
+0x00c3    LATIN CAPITAL LETTER A WITH TILDE
+&A?@@
+0x00c4    LATIN CAPITAL LETTER A WITH DIAERESIS
+&A:@@
+0x00c5    LATIN CAPITAL LETTER A WITH RING ABOVE
+&AA@@
+0x00c6    LATIN CAPITAL LETTER AE
+&AE@@
+0x00c7    LATIN CAPITAL LETTER C WITH CEDILLA
+&C,@@
+0x00c8    LATIN CAPITAL LETTER E WITH GRAVE
+&E!@@
+0x00c9    LATIN CAPITAL LETTER E WITH ACUTE
+&E'@@
+0x00ca    LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+&E>@@
+0x00cb    LATIN CAPITAL LETTER E WITH DIAERESIS
+&E:@@
+0x00cc    LATIN CAPITAL LETTER I WITH GRAVE
+&I!@@
+0x00cd    LATIN CAPITAL LETTER I WITH ACUTE
+&I'@@
+0x00ce    LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+&I>@@
+0x00cf    LATIN CAPITAL LETTER I WITH DIAERESIS
+&I:@@
+0x00d0    LATIN CAPITAL LETTER ETH (Icelandic)
+&D-@@
+0x00d1    LATIN CAPITAL LETTER N WITH TILDE
+&N?@@
+0x00d2    LATIN CAPITAL LETTER O WITH GRAVE
+&O!@@
+0x00d3    LATIN CAPITAL LETTER O WITH ACUTE
+&O'@@
+0x00d4    LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+&O>@@
+0x00d5    LATIN CAPITAL LETTER O WITH TILDE
+&O?@@
+0x00d6    LATIN CAPITAL LETTER O WITH DIAERESIS
+&O:@@
+0x00d7    MULTIPLICATION SIGN
+&*X@@
+0x00d8    LATIN CAPITAL LETTER O WITH STROKE
+&O/@@
+0x00d9    LATIN CAPITAL LETTER U WITH GRAVE
+&U!@@
+0x00da    LATIN CAPITAL LETTER U WITH ACUTE
+&U'@@
+0x00db    LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+&U>@@
+0x00dc    LATIN CAPITAL LETTER U WITH DIAERESIS
+&U:@@
+0x00dd    LATIN CAPITAL LETTER Y WITH ACUTE
+&Y'@@
+0x00de    LATIN CAPITAL LETTER THORN (Icelandic)
+&TH@@
+0x00df    LATIN SMALL LETTER SHARP S (German)
+&ss@@
+0x00e0    LATIN SMALL LETTER A WITH GRAVE
+&a!@@
+0x00e1    LATIN SMALL LETTER A WITH ACUTE
+&a'@@
+0x00e2    LATIN SMALL LETTER A WITH CIRCUMFLEX
+&a>@@
+0x00e3    LATIN SMALL LETTER A WITH TILDE
+&a?@@
+0x00e4    LATIN SMALL LETTER A WITH DIAERESIS
+&a:@@
+0x00e5    LATIN SMALL LETTER A WITH RING ABOVE
+&aa@@
+0x00e6    LATIN SMALL LETTER AE
+&ae@@
+0x00e7    LATIN SMALL LETTER C WITH CEDILLA
+&c,@@
+0x00e8    LATIN SMALL LETTER E WITH GRAVE
+&e!@@
+0x00e9    LATIN SMALL LETTER E WITH ACUTE
+&e'@@
+0x00ea    LATIN SMALL LETTER E WITH CIRCUMFLEX
+&e>@@
+0x00eb    LATIN SMALL LETTER E WITH DIAERESIS
+&e:@@
+0x00ec    LATIN SMALL LETTER I WITH GRAVE
+&i!@@
+0x00ed    LATIN SMALL LETTER I WITH ACUTE
+&i'@@
+0x00ee    LATIN SMALL LETTER I WITH CIRCUMFLEX
+&i>@@
+0x00ef    LATIN SMALL LETTER I WITH DIAERESIS
+&i:@@
+0x00f0    LATIN SMALL LETTER ETH (Icelandic)
+&d-@@
+0x00f1    LATIN SMALL LETTER N WITH TILDE
+&n?@@
+0x00f2    LATIN SMALL LETTER O WITH GRAVE
+&o!@@
+0x00f3    LATIN SMALL LETTER O WITH ACUTE
+&o'@@
+0x00f4    LATIN SMALL LETTER O WITH CIRCUMFLEX
+&o>@@
+0x00f5    LATIN SMALL LETTER O WITH TILDE
+&o?@@
+0x00f6    LATIN SMALL LETTER O WITH DIAERESIS
+&o:@@
+0x00f7    DIVISION SIGN
+&-:@@
+0x00f8    LATIN SMALL LETTER O WITH STROKE
+&o/@@
+0x00f9    LATIN SMALL LETTER U WITH GRAVE
+&u!@@
+0x00fa    LATIN SMALL LETTER U WITH ACUTE
+&u'@@
+0x00fb    LATIN SMALL LETTER U WITH CIRCUMFLEX
+&u>@@
+0x00fc    LATIN SMALL LETTER U WITH DIAERESIS
+&u:@@
+0x00fd    LATIN SMALL LETTER Y WITH ACUTE
+&y'@@
+0x00fe    LATIN SMALL LETTER THORN (Icelandic)
+&th@@
+0x00ff    LATIN SMALL LETTER Y WITH DIAERESIS
+&y:@@
+0x0100    LATIN CAPITAL LETTER A WITH MACRON
+&A-@@
+0x0101    LATIN SMALL LETTER A WITH MACRON
+&a-@@
+0x0102    LATIN CAPITAL LETTER A WITH BREVE
+&A(@@
+0x0103    LATIN SMALL LETTER A WITH BREVE
+&a(@@
+0x0104    LATIN CAPITAL LETTER A WITH OGONEK
+&A;@@
+0x0105    LATIN SMALL LETTER A WITH OGONEK
+&a;@@
+0x0106    LATIN CAPITAL LETTER C WITH ACUTE
+&C'@@
+0x0107    LATIN SMALL LETTER C WITH ACUTE
+&c'@@
+0x0108    LATIN CAPITAL LETTER C WITH CIRCUMFLEX
+&C>@@
+0x0109    LATIN SMALL LETTER C WITH CIRCUMFLEX
+&c>@@
+0x010a    LATIN CAPITAL LETTER C WITH DOT ABOVE
+&C.@@
+0x010b    LATIN SMALL LETTER C WITH DOT ABOVE
+&c.@@
+0x010c    LATIN CAPITAL LETTER C WITH CARON
+&C<@@
+0x010d    LATIN SMALL LETTER C WITH CARON
+&c<@@
+0x010e    LATIN CAPITAL LETTER D WITH CARON
+&D<@@
+0x010f    LATIN SMALL LETTER D WITH CARON
+&d<@@
+0x0110    LATIN CAPITAL LETTER D WITH STROKE
+&D/@@
+0x0111    LATIN SMALL LETTER D WITH STROKE
+&d/@@
+0x0112    LATIN CAPITAL LETTER E WITH MACRON
+&E-@@
+0x0113    LATIN SMALL LETTER E WITH MACRON
+&e-@@
+0x0114    LATIN CAPITAL LETTER E WITH BREVE
+&E(@@
+0x0115    LATIN SMALL LETTER E WITH BREVE
+&e(@@
+0x0116    LATIN CAPITAL LETTER E WITH DOT ABOVE
+&E.@@
+0x0117    LATIN SMALL LETTER E WITH DOT ABOVE
+&e.@@
+0x0118    LATIN CAPITAL LETTER E WITH OGONEK
+&E;@@
+0x0119    LATIN SMALL LETTER E WITH OGONEK
+&e;@@
+0x011a    LATIN CAPITAL LETTER E WITH CARON
+&E<@@
+0x011b    LATIN SMALL LETTER E WITH CARON
+&e<@@
+0x011c    LATIN CAPITAL LETTER G WITH CIRCUMFLEX
+&G>@@
+0x011d    LATIN SMALL LETTER G WITH CIRCUMFLEX
+&g>@@
+0x011e    LATIN CAPITAL LETTER G WITH BREVE
+&G(@@
+0x011f    LATIN SMALL LETTER G WITH BREVE
+&g(@@
+0x0120    LATIN CAPITAL LETTER G WITH DOT ABOVE
+&G.@@
+0x0121    LATIN SMALL LETTER G WITH DOT ABOVE
+&g.@@
+0x0122    LATIN CAPITAL LETTER G WITH CEDILLA
+&G,@@
+0x0123    LATIN SMALL LETTER G WITH CEDILLA
+&g,@@
+0x0124    LATIN CAPITAL LETTER H WITH CIRCUMFLEX
+&H>@@
+0x0125    LATIN SMALL LETTER H WITH CIRCUMFLEX
+&h>@@
+0x0126    LATIN CAPITAL LETTER H WITH STROKE
+&H/@@
+0x0127    LATIN SMALL LETTER H WITH STROKE
+&h/@@
+0x0128    LATIN CAPITAL LETTER I WITH TILDE
+&I?@@
+0x0129    LATIN SMALL LETTER I WITH TILDE
+&i?@@
+0x012a    LATIN CAPITAL LETTER I WITH MACRON
+&I-@@
+0x012b    LATIN SMALL LETTER I WITH MACRON
+&i-@@
+0x012c    LATIN CAPITAL LETTER I WITH BREVE
+&I(@@
+0x012d    LATIN SMALL LETTER I WITH BREVE
+&i(@@
+0x012e    LATIN CAPITAL LETTER I WITH OGONEK
+&I;@@
+0x012f    LATIN SMALL LETTER I WITH OGONEK
+&i;@@
+0x0130    LATIN CAPITAL LETTER I WITH DOT ABOVE
+&I.@@
+0x0131    LATIN SMALL LETTER I DOTLESS
+&i.@@
+0x0132    LATIN CAPITAL LIGATURE IJ
+&IJ@@
+0x0133    LATIN SMALL LIGATURE IJ
+&ij@@
+0x0134    LATIN CAPITAL LETTER J WITH CIRCUMFLEX
+&J>@@
+0x0135    LATIN SMALL LETTER J WITH CIRCUMFLEX
+&j>@@
+0x0136    LATIN CAPITAL LETTER K WITH CEDILLA
+&K,@@
+0x0137    LATIN SMALL LETTER K WITH CEDILLA
+&k,@@
+0x0138    LATIN SMALL LETTER KRA (Greenlandic)
+&kk@@
+0x0139    LATIN CAPITAL LETTER L WITH ACUTE
+&L'@@
+0x013a    LATIN SMALL LETTER L WITH ACUTE
+&l'@@
+0x013b    LATIN CAPITAL LETTER L WITH CEDILLA
+&L,@@
+0x013c    LATIN SMALL LETTER L WITH CEDILLA
+&l,@@
+0x013d    LATIN CAPITAL LETTER L WITH CARON
+&L<@@
+0x013e    LATIN SMALL LETTER L WITH CARON
+&l<@@
+0x013f    LATIN CAPITAL LETTER L WITH MIDDLE DOT
+&L.@@
+0x0140    LATIN SMALL LETTER L WITH MIDDLE DOT
+&l.@@
+0x0141    LATIN CAPITAL LETTER L WITH STROKE
+&L/@@
+0x0142    LATIN SMALL LETTER L WITH STROKE
+&l/@@
+0x0143    LATIN CAPITAL LETTER N WITH ACUTE
+&N'@@
+0x0144    LATIN SMALL LETTER N WITH ACUTE
+&n'@@
+0x0145    LATIN CAPITAL LETTER N WITH CEDILLA
+&N,@@
+0x0146    LATIN SMALL LETTER N WITH CEDILLA
+&n,@@
+0x0147    LATIN CAPITAL LETTER N WITH CARON
+&N<@@
+0x0148    LATIN SMALL LETTER N WITH CARON
+&n<@@
+0x0149    LATIN SMALL LETTER N PRECEDED BY APOSTROPHE
+&'n@@
+0x014a    LATIN CAPITAL LETTER ENG (Lappish)
+&NG@@
+0x014b    LATIN SMALL LETTER ENG (Lappish)
+&ng@@
+0x014c    LATIN CAPITAL LETTER O WITH MACRON
+&O-@@
+0x014d    LATIN SMALL LETTER O WITH MACRON
+&o-@@
+0x014e    LATIN CAPITAL LETTER O WITH BREVE
+&O(@@
+0x014f    LATIN SMALL LETTER O WITH BREVE
+&o(@@
+0x0150    LATIN CAPITAL LETTER O WITH DOUBLE ACUTE
+&O"@@
+0x0151    LATIN SMALL LETTER O WITH DOUBLE ACUTE
+&o"@@
+0x0152    LATIN CAPITAL LIGATURE OE
+&OE@@
+0x0153    LATIN SMALL LIGATURE OE
+&oe@@
+0x0154    LATIN CAPITAL LETTER R WITH ACUTE
+&R'@@
+0x0155    LATIN SMALL LETTER R WITH ACUTE
+&r'@@
+0x0156    LATIN CAPITAL LETTER R WITH CEDILLA
+&R,@@
+0x0157    LATIN SMALL LETTER R WITH CEDILLA
+&r,@@
+0x0158    LATIN CAPITAL LETTER R WITH CARON
+&R<@@
+0x0159    LATIN SMALL LETTER R WITH CARON
+&r<@@
+0x015a    LATIN CAPITAL LETTER S WITH ACUTE
+&S'@@
+0x015b    LATIN SMALL LETTER S WITH ACUTE
+&s'@@
+0x015c    LATIN CAPITAL LETTER S WITH CIRCUMFLEX
+&S>@@
+0x015d    LATIN SMALL LETTER S WITH CIRCUMFLEX
+&s>@@
+0x015e    LATIN CAPITAL LETTER S WITH CEDILLA
+&S,@@
+0x015f    LATIN SMALL LETTER S WITH CEDILLA
+&s,@@
+0x0160    LATIN CAPITAL LETTER S WITH CARON
+&S<@@
+0x0161    LATIN SMALL LETTER S WITH CARON
+&s<@@
+0x0162    LATIN CAPITAL LETTER T WITH CEDILLA
+&T,@@
+0x0163    LATIN SMALL LETTER T WITH CEDILLA
+&t,@@
+0x0164    LATIN CAPITAL LETTER T WITH CARON
+&T<@@
+0x0165    LATIN SMALL LETTER T WITH CARON
+&t<@@
+0x0166    LATIN CAPITAL LETTER T WITH STROKE
+&T/@@
+0x0167    LATIN SMALL LETTER T WITH STROKE
+&t/@@
+0x0168    LATIN CAPITAL LETTER U WITH TILDE
+&U?@@
+0x0169    LATIN SMALL LETTER U WITH TILDE
+&u?@@
+0x016a    LATIN CAPITAL LETTER U WITH MACRON
+&U-@@
+0x016b    LATIN SMALL LETTER U WITH MACRON
+&u-@@
+0x016c    LATIN CAPITAL LETTER U WITH BREVE
+&U(@@
+0x016d    LATIN SMALL LETTER U WITH BREVE
+&u(@@
+0x016e    LATIN CAPITAL LETTER U WITH RING ABOVE
+&U0@@
+0x016f    LATIN SMALL LETTER U WITH RING ABOVE
+&u0@@
+0x0170    LATIN CAPITAL LETTER U WITH DOUBLE ACUTE
+&U"@@
+0x0171    LATIN SMALL LETTER U WITH DOUBLE ACUTE
+&u"@@
+0x0172    LATIN CAPITAL LETTER U WITH OGONEK
+&U;@@
+0x0173    LATIN SMALL LETTER U WITH OGONEK
+&u;@@
+0x0174    LATIN CAPITAL LETTER W WITH CIRCUMFLEX
+&W>@@
+0x0175    LATIN SMALL LETTER W WITH CIRCUMFLEX
+&w>@@
+0x0176    LATIN CAPITAL LETTER Y WITH CIRCUMFLEX
+&Y>@@
+0x0177    LATIN SMALL LETTER Y WITH CIRCUMFLEX
+&y>@@
+0x0178    LATIN CAPITAL LETTER Y WITH DIAERESIS
+&Y:@@
+0x0179    LATIN CAPITAL LETTER Z WITH ACUTE
+&Z'@@
+0x017a    LATIN SMALL LETTER Z WITH ACUTE
+&z'@@
+0x017b    LATIN CAPITAL LETTER Z WITH DOT ABOVE
+&Z.@@
+0x017c    LATIN SMALL LETTER Z WITH DOT ABOVE
+&z.@@
+0x017d    LATIN CAPITAL LETTER Z WITH CARON
+&Z<@@
+0x017e    LATIN SMALL LETTER Z WITH CARON
+&z<@@
+0x01a0    LATIN CAPITAL LETTER O WITH HORN
+&O9@@
+0x01a1    LATIN SMALL LETTER O WITH HORN
+&o9@@
+0x01a2    LATIN CAPITAL LETTER OI
+&OI@@
+0x01a3    LATIN SMALL LETTER OI
+&oi@@
+0x01a6    LATIN LETTER YR
+&yr@@
+0x01af    LATIN CAPITAL LETTER U WITH HORN
+&U9@@
+0x01b0    LATIN SMALL LETTER U WITH HORN
+&u9@@
+0x01b5    LATIN CAPITAL LETTER Z WITH STROKE
+&Z/@@
+0x01b6    LATIN SMALL LETTER Z WITH STROKE
+&z/@@
+0x01b7    LATIN CAPITAL LETTER EZH
+&ED@@
+0x01cd    LATIN CAPITAL LETTER A WITH CARON
+&A<@@
+0x01ce    LATIN SMALL LETTER A WITH CARON
+&a<@@
+0x01cf    LATIN CAPITAL LETTER I WITH CARON
+&I<@@
+0x01d0    LATIN SMALL LETTER I WITH CARON
+&i<@@
+0x01d1    LATIN CAPITAL LETTER O WITH CARON
+&O<@@
+0x01d2    LATIN SMALL LETTER O WITH CARON
+&o<@@
+0x01d3    LATIN CAPITAL LETTER U WITH CARON
+&U<@@
+0x01d4    LATIN SMALL LETTER U WITH CARON
+&u<@@
+0x01d5    LATIN CAPITAL LETTER U WITH DIAERESIS AND MACRON
+&_U:-_@@
+0x01d6    LATIN SMALL LETTER U WITH DIAERESIS AND MACRON
+&_u:-_@@
+0x01d7    LATIN CAPITAL LETTER U WITH DIAERESIS AND ACUTE
+&_U:'_@@
+0x01d8    LATIN SMALL LETTER U WITH DIAERESIS AND ACUTE
+&_u:'_@@
+0x01d9    LATIN CAPITAL LETTER U WITH DIAERESIS AND CARON
+&_U:<_@@
+0x01da    LATIN SMALL LETTER U WITH DIAERESIS AND CARON
+&_u:<_@@
+0x01db    LATIN CAPITAL LETTER U WITH DIAERESIS AND GRAVE
+&_U:!_@@
+0x01dc    LATIN SMALL LETTER U WITH DIAERESIS AND GRAVE
+&_u:!_@@
+0x01de    LATIN CAPITAL LETTER A WITH DIAERESIS AND MACRON
+&A1@@
+0x01df    LATIN SMALL LETTER A WITH DIAERESIS AND MACRON
+&a1@@
+0x01e0    LATIN CAPITAL LETTER A WITH DOT ABOVE AND MACRON
+&A7@@
+0x01e1    LATIN SMALL LETTER A WITH DOT ABOVE AND MACRON
+&a7@@
+0x01e2    LATIN CAPITAL LETTER AE WITH MACRON
+&A3@@
+0x01e3    LATIN SMALL LETTER AE WITH MACRON
+&a3@@
+0x01e4    LATIN CAPITAL LETTER G WITH STROKE
+&G/@@
+0x01e5    LATIN SMALL LETTER G WITH STROKE
+&g/@@
+0x01e6    LATIN CAPITAL LETTER G WITH CARON
+&G<@@
+0x01e7    LATIN SMALL LETTER G WITH CARON
+&g<@@
+0x01e8    LATIN CAPITAL LETTER K WITH CARON
+&K<@@
+0x01e9    LATIN SMALL LETTER K WITH CARON
+&k<@@
+0x01ea    LATIN CAPITAL LETTER O WITH OGONEK
+&O;@@
+0x01eb    LATIN SMALL LETTER O WITH OGONEK
+&o;@@
+0x01ec    LATIN CAPITAL LETTER O WITH OGONEK AND MACRON
+&O1@@
+0x01ed    LATIN SMALL LETTER O WITH OGONEK AND MACRON
+&o1@@
+0x01ee    LATIN CAPITAL LETTER EZH WITH CARON
+&EZ@@
+0x01ef    LATIN SMALL LETTER EZH WITH CARON
+&ez@@
+0x01f0    LATIN SMALL LETTER J WITH CARON
+&j<@@
+0x01f4    LATIN CAPITAL LETTER G WITH ACUTE
+&G'@@
+0x01f5    LATIN SMALL LETTER G WITH ACUTE
+&g'@@
+0x01fa    LATIN CAPITAL LETTER A WITH RING ABOVE AND ACUTE
+&_AA'_@@
+0x01fb    LATIN SMALL LETTER A WITH RING ABOVE AND ACUTE
+&_aa'_@@
+0x01fc    LATIN CAPITAL LETTER AE WITH ACUTE
+&_AE'_@@
+0x01fd    LATIN SMALL LETTER AE WITH ACUTE
+&_ae'_@@
+0x01fe    LATIN CAPITAL LETTER O WITH STROKE AND ACUTE
+&_O/'_@@
+0x01ff    LATIN SMALL LETTER O WITH STROKE AND ACUTE
+&_o/'_@@
+0x02bf    MODIFIER LETTER LEFT HALF RING
+&;S@@
+0x02c7    CARON
+&'<@@
+0x02d8    BREVE
+&'(@@
+0x02d9    DOT ABOVE
+&'.@@
+0x02da    RING ABOVE
+&'0@@
+0x02db    OGONEK
+&';@@
+0x02dd    DOUBLE ACUTE ACCENT
+&'"@@
+0x0386    GREEK CAPITAL LETTER ALPHA WITH ACUTE
+&A%@@
+0x0388    GREEK CAPITAL LETTER EPSILON WITH ACUTE
+&E%@@
+0x0389    GREEK CAPITAL LETTER ETA WITH ACUTE
+&Y%@@
+0x038a    GREEK CAPITAL LETTER IOTA WITH ACUTE
+&I%@@
+0x038c    GREEK CAPITAL LETTER OMICRON WITH ACUTE
+&O%@@
+0x038e    GREEK CAPITAL LETTER UPSILON WITH ACUTE
+&U%@@
+0x038f    GREEK CAPITAL LETTER OMEGA WITH ACUTE
+&W%@@
+0x0390    GREEK SMALL LETTER IOTA WITH ACUTE AND DIAERESIS
+&i3@@
+0x0391    GREEK CAPITAL LETTER ALPHA
+&A*@@
+0x0392    GREEK CAPITAL LETTER BETA
+&B*@@
+0x0393    GREEK CAPITAL LETTER GAMMA
+&G*@@
+0x0394    GREEK CAPITAL LETTER DELTA
+&D*@@
+0x0395    GREEK CAPITAL LETTER EPSILON
+&E*@@
+0x0396    GREEK CAPITAL LETTER ZETA
+&Z*@@
+0x0397    GREEK CAPITAL LETTER ETA
+&Y*@@
+0x0398    GREEK CAPITAL LETTER THETA
+&H*@@
+0x0399    GREEK CAPITAL LETTER IOTA
+&I*@@
+0x039a    GREEK CAPITAL LETTER KAPPA
+&K*@@
+0x039b    GREEK CAPITAL LETTER LAMDA
+&L*@@
+0x039c    GREEK CAPITAL LETTER MU
+&M*@@
+0x039d    GREEK CAPITAL LETTER NU
+&N*@@
+0x039e    GREEK CAPITAL LETTER XI
+&C*@@
+0x039f    GREEK CAPITAL LETTER OMICRON
+&O*@@
+0x03a0    GREEK CAPITAL LETTER PI
+&P*@@
+0x03a1    GREEK CAPITAL LETTER RHO
+&R*@@
+0x03a3    GREEK CAPITAL LETTER SIGMA
+&S*@@
+0x03a4    GREEK CAPITAL LETTER TAU
+&T*@@
+0x03a5    GREEK CAPITAL LETTER UPSILON
+&U*@@
+0x03a6    GREEK CAPITAL LETTER PHI
+&F*@@
+0x03a7    GREEK CAPITAL LETTER CHI
+&X*@@
+0x03a8    GREEK CAPITAL LETTER PSI
+&Q*@@
+0x03a9    GREEK CAPITAL LETTER OMEGA
+&W*@@
+0x03aa    GREEK CAPITAL LETTER IOTA WITH DIAERESIS
+&J*@@
+0x03ab    GREEK CAPITAL LETTER UPSILON WITH DIAERESIS
+&V*@@
+0x03ac    GREEK SMALL LETTER ALPHA WITH ACUTE
+&a%@@
+0x03ad    GREEK SMALL LETTER EPSILON WITH ACUTE
+&e%@@
+0x03ae    GREEK SMALL LETTER ETA WITH ACUTE
+&y%@@
+0x03af    GREEK SMALL LETTER IOTA WITH ACUTE
+&i%@@
+0x03b0    GREEK SMALL LETTER UPSILON WITH ACUTE AND DIAERESIS
+&u3@@
+0x03b1    GREEK SMALL LETTER ALPHA
+&a*@@
+0x03b2    GREEK SMALL LETTER BETA
+&b*@@
+0x03b3    GREEK SMALL LETTER GAMMA
+&g*@@
+0x03b4    GREEK SMALL LETTER DELTA
+&d*@@
+0x03b5    GREEK SMALL LETTER EPSILON
+&e*@@
+0x03b6    GREEK SMALL LETTER ZETA
+&z*@@
+0x03b7    GREEK SMALL LETTER ETA
+&y*@@
+0x03b8    GREEK SMALL LETTER THETA
+&h*@@
+0x03b9    GREEK SMALL LETTER IOTA
+&i*@@
+0x03ba    GREEK SMALL LETTER KAPPA
+&k*@@
+0x03bb    GREEK SMALL LETTER LAMDA
+&l*@@
+0x03bc    GREEK SMALL LETTER MU
+&m*@@
+0x03bd    GREEK SMALL LETTER NU
+&n*@@
+0x03be    GREEK SMALL LETTER XI
+&c*@@
+0x03bf    GREEK SMALL LETTER OMICRON
+&o*@@
+0x03c0    GREEK SMALL LETTER PI
+&p*@@
+0x03c1    GREEK SMALL LETTER RHO
+&r*@@
+0x03c2    GREEK SMALL LETTER FINAL SIGMA
+&*s@@
+0x03c3    GREEK SMALL LETTER SIGMA
+&s*@@
+0x03c4    GREEK SMALL LETTER TAU
+&t*@@
+0x03c5    GREEK SMALL LETTER UPSILON
+&u*@@
+0x03c6    GREEK SMALL LETTER PHI
+&f*@@
+0x03c7    GREEK SMALL LETTER CHI
+&x*@@
+0x03c8    GREEK SMALL LETTER PSI
+&q*@@
+0x03c9    GREEK SMALL LETTER OMEGA
+&w*@@
+0x03ca    GREEK SMALL LETTER IOTA WITH DIAERESIS
+&j*@@
+0x03cb    GREEK SMALL LETTER UPSILON WITH DIAERESIS
+&v*@@
+0x03cc    GREEK SMALL LETTER OMICRON WITH ACUTE
+&o%@@
+0x03cd    GREEK SMALL LETTER UPSILON WITH ACUTE
+&u%@@
+0x03ce    GREEK SMALL LETTER OMEGA WITH ACUTE
+&w%@@
+0x03d8    GREEK NUMERAL SIGN
+&'G@@
+0x03d9    GREEK LOWER NUMERAL SIGN
+&,G@@
+0x03da    GREEK CAPITAL LETTER STIGMA
+&T3@@
+0x03db    GREEK SMALL LETTER STIGMA
+&t3@@
+0x03dc    GREEK CAPITAL LETTER DIGAMMA
+&M3@@
+0x03dd    GREEK SMALL LETTER DIGAMMA
+&m3@@
+0x03de    GREEK CAPITAL LETTER KOPPA
+&K3@@
+0x03df    GREEK SMALL LETTER KOPPA
+&k3@@
+0x03e0    GREEK CAPITAL LETTER SAMPI
+&P3@@
+0x03e1    GREEK SMALL LETTER SAMPI
+&p3@@
+0x03f4    ACUTE ACCENT AND DIAERESIS (Tonos and Dialytika)
+&'%@@
+0x03f5    GREEK IOTA BELOW
+&j3@@
+0x0401    CYRILLIC CAPITAL LETTER IO
+&IO@@
+0x0402    CYRILLIC CAPITAL LETTER DJE (Serbocroatian)
+&D%@@
+0x0403    CYRILLIC CAPITAL LETTER GJE (Macedonian)
+&G%@@
+0x0404    CYRILLIC CAPITAL LETTER UKRAINIAN IE
+&IE@@
+0x0405    CYRILLIC CAPITAL LETTER DZE (Macedonian)
+&DS@@
+0x0406    CYRILLIC CAPITAL LETTER BYELORUSSIAN-UKRAINIAN I
+&II@@
+0x0407    CYRILLIC CAPITAL LETTER YI (Ukrainian)
+&YI@@
+0x0408    CYRILLIC CAPITAL LETTER JE
+&J%@@
+0x0409    CYRILLIC CAPITAL LETTER LJE
+&LJ@@
+0x040a    CYRILLIC CAPITAL LETTER NJE
+&NJ@@
+0x040b    CYRILLIC CAPITAL LETTER TSHE (Serbocroatian)
+&Ts@@
+0x040c    CYRILLIC CAPITAL LETTER KJE (Macedonian)
+&KJ@@
+0x040e    CYRILLIC CAPITAL LETTER SHORT U (Byelorussian)
+&V%@@
+0x040f    CYRILLIC CAPITAL LETTER DZHE
+&DZ@@
+0x0410    CYRILLIC CAPITAL LETTER A
+&A=@@
+0x0411    CYRILLIC CAPITAL LETTER BE
+&B=@@
+0x0412    CYRILLIC CAPITAL LETTER VE
+&V=@@
+0x0413    CYRILLIC CAPITAL LETTER GHE
+&G=@@
+0x0414    CYRILLIC CAPITAL LETTER DE
+&D=@@
+0x0415    CYRILLIC CAPITAL LETTER IE
+&E=@@
+0x0416    CYRILLIC CAPITAL LETTER ZHE
+&Z%@@
+0x0417    CYRILLIC CAPITAL LETTER ZE
+&Z=@@
+0x0418    CYRILLIC CAPITAL LETTER I
+&I=@@
+0x0419    CYRILLIC CAPITAL LETTER SHORT I
+&J=@@
+0x041a    CYRILLIC CAPITAL LETTER KA
+&K=@@
+0x041b    CYRILLIC CAPITAL LETTER EL
+&L=@@
+0x041c    CYRILLIC CAPITAL LETTER EM
+&M=@@
+0x041d    CYRILLIC CAPITAL LETTER EN
+&N=@@
+0x041e    CYRILLIC CAPITAL LETTER O
+&O=@@
+0x041f    CYRILLIC CAPITAL LETTER PE
+&P=@@
+0x0420    CYRILLIC CAPITAL LETTER ER
+&R=@@
+0x0421    CYRILLIC CAPITAL LETTER ES
+&S=@@
+0x0422    CYRILLIC CAPITAL LETTER TE
+&T=@@
+0x0423    CYRILLIC CAPITAL LETTER U
+&U=@@
+0x0424    CYRILLIC CAPITAL LETTER EF
+&F=@@
+0x0425    CYRILLIC CAPITAL LETTER HA
+&H=@@
+0x0426    CYRILLIC CAPITAL LETTER TSE
+&C=@@
+0x0427    CYRILLIC CAPITAL LETTER CHE
+&C%@@
+0x0428    CYRILLIC CAPITAL LETTER SHA
+&S%@@
+0x0429    CYRILLIC CAPITAL LETTER SHCHA
+&Sc@@
+0x042a    CYRILLIC CAPITAL LETTER HARD SIGN
+&="@@
+0x042b    CYRILLIC CAPITAL LETTER YERU
+&Y=@@
+0x042c    CYRILLIC CAPITAL LETTER SOFT SIGN
+&%"@@
+0x042d    CYRILLIC CAPITAL LETTER E
+&JE@@
+0x042e    CYRILLIC CAPITAL LETTER YU
+&JU@@
+0x042f    CYRILLIC CAPITAL LETTER YA
+&JA@@
+0x0430    CYRILLIC SMALL LETTER A
+&a=@@
+0x0431    CYRILLIC SMALL LETTER BE
+&b=@@
+0x0432    CYRILLIC SMALL LETTER VE
+&v=@@
+0x0433    CYRILLIC SMALL LETTER GHE
+&g=@@
+0x0434    CYRILLIC SMALL LETTER DE
+&d=@@
+0x0435    CYRILLIC SMALL LETTER IE
+&e=@@
+0x0436    CYRILLIC SMALL LETTER ZHE
+&z%@@
+0x0437    CYRILLIC SMALL LETTER ZE
+&z=@@
+0x0438    CYRILLIC SMALL LETTER I
+&i=@@
+0x0439    CYRILLIC SMALL LETTER SHORT I
+&j=@@
+0x043a    CYRILLIC SMALL LETTER KA
+&k=@@
+0x043b    CYRILLIC SMALL LETTER EL
+&l=@@
+0x043c    CYRILLIC SMALL LETTER EM
+&m=@@
+0x043d    CYRILLIC SMALL LETTER EN
+&n=@@
+0x043e    CYRILLIC SMALL LETTER O
+&o=@@
+0x043f    CYRILLIC SMALL LETTER PE
+&p=@@
+0x0440    CYRILLIC SMALL LETTER ER
+&r=@@
+0x0441    CYRILLIC SMALL LETTER ES
+&s=@@
+0x0442    CYRILLIC SMALL LETTER TE
+&t=@@
+0x0443    CYRILLIC SMALL LETTER U
+&u=@@
+0x0444    CYRILLIC SMALL LETTER EF
+&f=@@
+0x0445    CYRILLIC SMALL LETTER HA
+&h=@@
+0x0446    CYRILLIC SMALL LETTER TSE
+&c=@@
+0x0447    CYRILLIC SMALL LETTER CHE
+&c%@@
+0x0448    CYRILLIC SMALL LETTER SHA
+&s%@@
+0x0449    CYRILLIC SMALL LETTER SHCHA
+&sc@@
+0x044a    CYRILLIC SMALL LETTER HARD SIGN
+&='@@
+0x044b    CYRILLIC SMALL LETTER YERU
+&y=@@
+0x044c    CYRILLIC SMALL LETTER SOFT SIGN
+&%'@@
+0x044d    CYRILLIC SMALL LETTER E
+&je@@
+0x044e    CYRILLIC SMALL LETTER YU
+&ju@@
+0x044f    CYRILLIC SMALL LETTER YA
+&ja@@
+0x0451    CYRILLIC SMALL LETTER IO
+&io@@
+0x0452    CYRILLIC SMALL LETTER DJE (Serbocroatian)
+&d%@@
+0x0453    CYRILLIC SMALL LETTER GJE (Macedonian)
+&g%@@
+0x0454    CYRILLIC SMALL LETTER UKRAINIAN IE
+&ie@@
+0x0455    CYRILLIC SMALL LETTER DZE (Macedonian)
+&ds@@
+0x0456    CYRILLIC SMALL LETTER BYELORUSSIAN-UKRAINIAN I
+&ii@@
+0x0457    CYRILLIC SMALL LETTER YI (Ukrainian)
+&yi@@
+0x0458    CYRILLIC SMALL LETTER JE
+&j%@@
+0x0459    CYRILLIC SMALL LETTER LJE
+&lj@@
+0x045a    CYRILLIC SMALL LETTER NJE
+&nj@@
+0x045b    CYRILLIC SMALL LETTER TSHE (Serbocroatian)
+&ts@@
+0x045c    CYRILLIC SMALL LETTER KJE (Macedonian)
+&kj@@
+0x045e    CYRILLIC SMALL LETTER SHORT U (Byelorussian)
+&v%@@
+0x045f    CYRILLIC SMALL LETTER DZHE
+&dz@@
+0x0462    CYRILLIC CAPITAL LETTER YAT
+&Y3@@
+0x0463    CYRILLIC SMALL LETTER YAT
+&y3@@
+0x046a    CYRILLIC CAPITAL LETTER BIG YUS
+&O3@@
+0x046b    CYRILLIC SMALL LETTER BIG YUS
+&o3@@
+0x0472    CYRILLIC CAPITAL LETTER FITA
+&F3@@
+0x0473    CYRILLIC SMALL LETTER FITA
+&f3@@
+0x0474    CYRILLIC CAPITAL LETTER IZHITSA
+&V3@@
+0x0475    CYRILLIC SMALL LETTER IZHITSA
+&v3@@
+0x0480    CYRILLIC CAPITAL LETTER KOPPA
+&C3@@
+0x0481    CYRILLIC SMALL LETTER KOPPA
+&c3@@
+0x0490    CYRILLIC CAPITAL LETTER GHE WITH UPTURN
+&G3@@
+0x0491    CYRILLIC SMALL LETTER GHE WITH UPTURN
+&g3@@
+0x05d0    HEBREW LETTER ALEF
+&A+@@
+0x05d1    HEBREW LETTER BET
+&B+@@
+0x05d2    HEBREW LETTER GIMEL
+&G+@@
+0x05d3    HEBREW LETTER DALET
+&D+@@
+0x05d4    HEBREW LETTER HE
+&H+@@
+0x05d5    HEBREW LETTER VAV
+&W+@@
+0x05d6    HEBREW LETTER ZAYIN
+&Z+@@
+0x05d7    HEBREW LETTER HET
+&X+@@
+0x05d8    HEBREW LETTER TET
+&Tj@@
+0x05d9    HEBREW LETTER YOD
+&J+@@
+0x05da    HEBREW LETTER FINAL KAF
+&K%@@
+0x05db    HEBREW LETTER KAF
+&K+@@
+0x05dc    HEBREW LETTER LAMED
+&L+@@
+0x05dd    HEBREW LETTER FINAL MEM
+&M%@@
+0x05de    HEBREW LETTER MEM
+&M+@@
+0x05df    HEBREW LETTER FINAL NUN
+&N%@@
+0x05e0    HEBREW LETTER NUN
+&N+@@
+0x05e1    HEBREW LETTER SAMEKH
+&S+@@
+0x05e2    HEBREW LETTER AYIN
+&E+@@
+0x05e3    HEBREW LETTER FINAL PE
+&P%@@
+0x05e4    HEBREW LETTER PE
+&P+@@
+0x05e5    HEBREW LETTER FINAL TSADI
+&Zj@@
+0x05e6    HEBREW LETTER TSADI
+&ZJ@@
+0x05e7    HEBREW LETTER QOF
+&Q+@@
+0x05e8    HEBREW LETTER RESH
+&R+@@
+0x05e9    HEBREW LETTER SHIN
+&Sh@@
+0x05ea    HEBREW LETTER TAV
+&T+@@
+0x060c    ARABIC COMMA
+&,+@@
+0x061b    ARABIC SEMICOLON
+&;+@@
+0x061f    ARABIC QUESTION MARK
+&?+@@
+0x0621    ARABIC LETTER HAMZA
+&H'@@
+0x0622    ARABIC LETTER ALEF WITH MADDA ABOVE
+&aM@@
+0x0623    ARABIC LETTER ALEF WITH HAMZA ABOVE
+&aH@@
+0x0624    ARABIC LETTER WAW WITH HAMZA ABOVE
+&wH@@
+0x0625    ARABIC LETTER ALEF WITH HAMZA BELOW
+&ah@@
+0x0626    ARABIC LETTER YEH WITH HAMZA ABOVE
+&yH@@
+0x0627    ARABIC LETTER ALEF
+&a+@@
+0x0628    ARABIC LETTER BEH
+&b+@@
+0x0629    ARABIC LETTER TEH MARBUTA
+&tm@@
+0x062a    ARABIC LETTER TEH
+&t+@@
+0x062b    ARABIC LETTER THEH
+&tk@@
+0x062c    ARABIC LETTER JEEM
+&g+@@
+0x062d    ARABIC LETTER HAH
+&hk@@
+0x062e    ARABIC LETTER KHAH
+&x+@@
+0x062f    ARABIC LETTER DAL
+&d+@@
+0x0630    ARABIC LETTER THAL
+&dk@@
+0x0631    ARABIC LETTER REH
+&r+@@
+0x0632    ARABIC LETTER ZAIN
+&z+@@
+0x0633    ARABIC LETTER SEEN
+&s+@@
+0x0634    ARABIC LETTER SHEEN
+&sn@@
+0x0635    ARABIC LETTER SAD
+&c+@@
+0x0636    ARABIC LETTER DAD
+&dd@@
+0x0637    ARABIC LETTER TAH
+&tj@@
+0x0638    ARABIC LETTER ZAH
+&zH@@
+0x0639    ARABIC LETTER AIN
+&e+@@
+0x063a    ARABIC LETTER GHAIN
+&i+@@
+0x0640    ARABIC TATWEEL
+&++@@
+0x0641    ARABIC LETTER FEH
+&f+@@
+0x0642    ARABIC LETTER QAF
+&q+@@
+0x0643    ARABIC LETTER KAF
+&k+@@
+0x0644    ARABIC LETTER LAM
+&l+@@
+0x0645    ARABIC LETTER MEEM
+&m+@@
+0x0646    ARABIC LETTER NOON
+&n+@@
+0x0647    ARABIC LETTER HEH
+&h+@@
+0x0648    ARABIC LETTER WAW
+&w+@@
+0x0649    ARABIC LETTER ALEF MAKSURA
+&j+@@
+0x064a    ARABIC LETTER YEH
+&y+@@
+0x064b    ARABIC FATHATAN
+&:+@@
+0x064c    ARABIC DAMMATAN
+&"+@@
+0x064d    ARABIC KASRATAN
+&=+@@
+0x064e    ARABIC FATHA
+&/+@@
+0x064f    ARABIC DAMMA
+&'+@@
+0x0650    ARABIC KASRA
+&1+@@
+0x0651    ARABIC SHADDA
+&3+@@
+0x0652    ARABIC SUKUN
+&0+@@
+0x0670    SUPERSCRIPT ARABIC LETTER ALEF
+&aS@@
+0x067e    ARABIC LETTER PEH
+&p+@@
+0x06a4    ARABIC LETTER VEH
+&v+@@
+0x06af    ARABIC LETTER GAF
+&gf@@
+0x06f0    EASTERN ARABIC-INDIC DIGIT ZERO
+&0a@@
+0x06f1    EASTERN ARABIC-INDIC DIGIT ONE
+&1a@@
+0x06f2    EASTERN ARABIC-INDIC DIGIT TWO
+&2a@@
+0x06f3    EASTERN ARABIC-INDIC DIGIT THREE
+&3a@@
+0x06f4    EASTERN ARABIC-INDIC DIGIT FOUR
+&4a@@
+0x06f5    EASTERN ARABIC-INDIC DIGIT FIVE
+&5a@@
+0x06f6    EASTERN ARABIC-INDIC DIGIT SIX
+&6a@@
+0x06f7    EASTERN ARABIC-INDIC DIGIT SEVEN
+&7a@@
+0x06f8    EASTERN ARABIC-INDIC DIGIT EIGHT
+&8a@@
+0x06f9    EASTERN ARABIC-INDIC DIGIT NINE
+&9a@@
+0x1e00    LATIN CAPITAL LETTER A WITH RING BELOW
+&_A-0_@@
+0x1e01    LATIN SMALL LETTER A WITH RING BELOW
+&_a-0_@@
+0x1e02    LATIN CAPITAL LETTER B WITH DOT ABOVE
+&B.@@
+0x1e03    LATIN SMALL LETTER B WITH DOT ABOVE
+&b.@@
+0x1e04    LATIN CAPITAL LETTER B WITH DOT BELOW
+&_B-._@@
+0x1e05    LATIN SMALL LETTER B WITH DOT BELOW
+&_b-._@@
+0x1e06    LATIN CAPITAL LETTER B WITH LINE BELOW
+&B_@@
+0x1e07    LATIN SMALL LETTER B WITH LINE BELOW
+&b_@@
+0x1e08    LATIN CAPITAL LETTER C WITH CEDILLA AND ACUTE
+&_C,'_@@
+0x1e09    LATIN SMALL LETTER C WITH CEDILLA AND ACUTE
+&_c,'_@@
+0x1e0a    LATIN CAPITAL LETTER D WITH DOT ABOVE
+&D.@@
+0x1e0b    LATIN SMALL LETTER D WITH DOT ABOVE
+&d.@@
+0x1e0c    LATIN CAPITAL LETTER D WITH DOT BELOW
+&_D-._@@
+0x1e0d    LATIN SMALL LETTER D WITH DOT BELOW
+&_d-._@@
+0x1e0e    LATIN CAPITAL LETTER D WITH LINE BELOW
+&D_@@
+0x1e0f    LATIN SMALL LETTER D WITH LINE BELOW
+&d_@@
+0x1e10    LATIN CAPITAL LETTER D WITH CEDILLA
+&D,@@
+0x1e11    LATIN SMALL LETTER D WITH CEDILLA
+&d,@@
+0x1e12    LATIN CAPITAL LETTER D WITH CIRCUMFLEX BELOW
+&_D->_@@
+0x1e13    LATIN SMALL LETTER D WITH CIRCUMFLEX BELOW
+&_d->_@@
+0x1e14    LATIN CAPITAL LETTER E WITH MACRON AND GRAVE
+&_E-!_@@
+0x1e15    LATIN SMALL LETTER E WITH MACRON AND GRAVE
+&_e-!_@@
+0x1e16    LATIN CAPITAL LETTER E WITH MACRON AND ACUTE
+&_E-'_@@
+0x1e17    LATIN SMALL LETTER E WITH MACRON AND ACUTE
+&_e-'_@@
+0x1e18    LATIN CAPITAL LETTER E WITH CIRCUMFLEX BELOW
+&_E->_@@
+0x1e19    LATIN SMALL LETTER E WITH CIRCUMFLEX BELOW
+&_e->_@@
+0x1e1a    LATIN CAPITAL LETTER E WITH TILDE BELOW
+&_E-?_@@
+0x1e1b    LATIN SMALL LETTER E WITH TILDE BELOW
+&_e-?_@@
+0x1e1c    LATIN CAPITAL LETTER E WITH CEDILLA AND BREVE
+&_E,(_@@
+0x1e1d    LATIN SMALL LETTER E WITH CEDILLA AND BREVE
+&_e,(_@@
+0x1e1e    LATIN CAPITAL LETTER F WITH DOT ABOVE
+&F.@@
+0x1e1f    LATIN SMALL LETTER F WITH DOT ABOVE
+&f.@@
+0x1e20    LATIN CAPITAL LETTER G WITH MACRON
+&G-@@
+0x1e21    LATIN SMALL LETTER G WITH MACRON
+&g-@@
+0x1e22    LATIN CAPITAL LETTER H WITH DOT ABOVE
+&H.@@
+0x1e23    LATIN SMALL LETTER H WITH DOT ABOVE
+&h.@@
+0x1e24    LATIN CAPITAL LETTER H WITH DOT BELOW
+&_H-._@@
+0x1e25    LATIN SMALL LETTER H WITH DOT BELOW
+&_h-._@@
+0x1e26    LATIN CAPITAL LETTER H WITH DIAERESIS
+&H:@@
+0x1e27    LATIN SMALL LETTER H WITH DIAERESIS
+&h:@@
+0x1e28    LATIN CAPITAL LETTER H WITH CEDILLA
+&H,@@
+0x1e29    LATIN SMALL LETTER H WITH CEDILLA
+&h,@@
+0x1e2a    LATIN CAPITAL LETTER H WITH BREVE BELOW
+&_H-(_@@
+0x1e2b    LATIN SMALL LETTER H WITH BREVE BELOW
+&_h-(_@@
+0x1e2c    LATIN CAPITAL LETTER I WITH TILDE BELOW
+&_I-?_@@
+0x1e2d    LATIN SMALL LETTER I WITH TILDE BELOW
+&_i-?_@@
+0x1e2e    LATIN CAPITAL LETTER I WITH DIAERESIS AND ACUTE
+&_I:'_@@
+0x1e2f    LATIN SMALL LETTER I WITH DIAERESIS AND ACUTE
+&_i:'_@@
+0x1e30    LATIN CAPITAL LETTER K WITH ACUTE
+&K'@@
+0x1e31    LATIN SMALL LETTER K WITH ACUTE
+&k'@@
+0x1e32    LATIN CAPITAL LETTER K WITH DOT BELOW
+&_K-._@@
+0x1e33    LATIN SMALL LETTER K WITH DOT BELOW
+&_k-._@@
+0x1e34    LATIN CAPITAL LETTER K WITH LINE BELOW
+&K_@@
+0x1e35    LATIN SMALL LETTER K WITH LINE BELOW
+&k_@@
+0x1e36    LATIN CAPITAL LETTER L WITH DOT BELOW
+&_L-._@@
+0x1e37    LATIN SMALL LETTER L WITH DOT BELOW
+&_l-._@@
+0x1e38    LATIN CAPITAL LETTER L WITH DOT BELOW AND MACRON
+&_L--._@@
+0x1e39    LATIN SMALL LETTER L WITH DOT BELOW AND MACRON
+&_l--._@@
+0x1e3a    LATIN CAPITAL LETTER L WITH LINE BELOW
+&L_@@
+0x1e3b    LATIN SMALL LETTER L WITH LINE BELOW
+&l_@@
+0x1e3c    LATIN CAPITAL LETTER L WITH CIRCUMFLEX BELOW
+&_L->_@@
+0x1e3d    LATIN SMALL LETTER L WITH CIRCUMFLEX BELOW
+&_l->_@@
+0x1e3e    LATIN CAPITAL LETTER M WITH ACUTE
+&M'@@
+0x1e3f    LATIN SMALL LETTER M WITH ACUTE
+&m'@@
+0x1e40    LATIN CAPITAL LETTER M WITH DOT ABOVE
+&M.@@
+0x1e41    LATIN SMALL LETTER M WITH DOT ABOVE
+&m.@@
+0x1e42    LATIN CAPITAL LETTER M WITH DOT BELOW
+&_M-._@@
+0x1e43    LATIN SMALL LETTER M WITH DOT BELOW
+&_m-._@@
+0x1e44    LATIN CAPITAL LETTER N WITH DOT ABOVE
+&N.@@
+0x1e45    LATIN SMALL LETTER N WITH DOT ABOVE
+&n.@@
+0x1e46    LATIN CAPITAL LETTER N WITH DOT BELOW
+&_N-._@@
+0x1e47    LATIN SMALL LETTER N WITH DOT BELOW
+&_n-._@@
+0x1e48    LATIN CAPITAL LETTER N WITH LINE BELOW
+&N_@@
+0x1e49    LATIN SMALL LETTER N WITH LINE BELOW
+&n_@@
+0x1e4a    LATIN CAPITAL LETTER N WITH CIRCUMFLEX BELOW
+&_N->_@@
+0x1e4b    LATIN SMALL LETTER N WITH CIRCUMFLEX BELOW
+&_N->_@@
+0x1e4c    LATIN CAPITAL LETTER O WITH TILDE AND ACUTE
+&_O?'_@@
+0x1e4d    LATIN SMALL LETTER O WITH TILDE AND ACUTE
+&_o?'_@@
+0x1e4e    LATIN CAPITAL LETTER O WITH TILDE AND DIAERESIS
+&_O?:_@@
+0x1e4f    LATIN SMALL LETTER O WITH TILDE AND DIAERESIS
+&_o?:_@@
+0x1e50    LATIN CAPITAL LETTER O WITH MACRON AND GRAVE
+&_O-!_@@
+0x1e51    LATIN SMALL LETTER O WITH MACRON AND GRAVE
+&_o-!_@@
+0x1e52    LATIN CAPITAL LETTER O WITH MACRON AND ACUTE
+&_O-'_@@
+0x1e53    LATIN SMALL LETTER O WITH MACRON AND ACUTE
+&_o-'_@@
+0x1e54    LATIN CAPITAL LETTER P WITH ACUTE
+&P'@@
+0x1e55    LATIN SMALL LETTER P WITH ACUTE
+&p'@@
+0x1e56    LATIN CAPITAL LETTER P WITH DOT ABOVE
+&P.@@
+0x1e57    LATIN SMALL LETTER P WITH DOT ABOVE
+&p.@@
+0x1e58    LATIN CAPITAL LETTER R WITH DOT ABOVE
+&R.@@
+0x1e59    LATIN SMALL LETTER R WITH DOT ABOVE
+&r.@@
+0x1e5a    LATIN CAPITAL LETTER R WITH DOT BELOW
+&_R-._@@
+0x1e5b    LATIN SMALL LETTER R WITH DOT BELOW
+&_r-._@@
+0x1e5c    LATIN CAPITAL LETTER R WITH DOT BELOW AND MACRON
+&_R--._@@
+0x1e5d    LATIN SMALL LETTER R WITH DOT BELOW AND MACRON
+&_r--._@@
+0x1e5e    LATIN CAPITAL LETTER R WITH LINE BELOW
+&R_@@
+0x1e5f    LATIN SMALL LETTER R WITH LINE BELOW
+&r_@@
+0x1e60    LATIN CAPITAL LETTER S WITH DOT ABOVE
+&S.@@
+0x1e61    LATIN SMALL LETTER S WITH DOT ABOVE
+&s.@@
+0x1e62    LATIN CAPITAL LETTER S WITH DOT BELOW
+&_S-._@@
+0x1e63    LATIN SMALL LETTER S WITH DOT BELOW
+&_s-._@@
+0x1e64    LATIN CAPITAL LETTER S WITH ACUTE AND DOT ABOVE
+&_S'._@@
+0x1e65    LATIN SMALL LETTER S WITH ACUTE AND DOT ABOVE
+&_s'._@@
+0x1e66    LATIN CAPITAL LETTER S WITH CARON AND DOT ABOVE
+&_S<._@@
+0x1e67    LATIN SMALL LETTER S WITH CARON AND DOT ABOVE
+&_s<._@@
+0x1e68    LATIN CAPITAL LETTER S WITH DOT BELOW AND DOT ABOVE
+&_S.-._@@
+0x1e69    LATIN SMALL LETTER S WITH DOT BELOW AND DOT ABOVE
+&_S.-._@@
+0x1e6a    LATIN CAPITAL LETTER T WITH DOT ABOVE
+&T.@@
+0x1e6b    LATIN SMALL LETTER T WITH DOT ABOVE
+&t.@@
+0x1e6c    LATIN CAPITAL LETTER T WITH DOT BELOW
+&_T-._@@
+0x1e6d    LATIN SMALL LETTER T WITH DOT BELOW
+&_t-._@@
+0x1e6e    LATIN CAPITAL LETTER T WITH LINE BELOW
+&T_@@
+0x1e6f    LATIN SMALL LETTER T WITH LINE BELOW
+&t_@@
+0x1e70    LATIN CAPITAL LETTER T WITH CIRCUMFLEX BELOW
+&_T->_@@
+0x1e71    LATIN SMALL LETTER T WITH CIRCUMFLEX BELOW
+&_t->_@@
+0x1e72    LATIN CAPITAL LETTER U WITH DIAERESIS BELOW
+&_U--:_@@
+0x1e73    LATIN SMALL LETTER U WITH DIAERESIS BELOW
+&_u--:_@@
+0x1e74    LATIN CAPITAL LETTER U WITH TILDE BELOW
+&_U-?_@@
+0x1e75    LATIN SMALL LETTER U WITH TILDE BELOW
+&_u-?_@@
+0x1e76    LATIN CAPITAL LETTER U WITH CIRCUMFLEX BELOW
+&_U->_@@
+0x1e77    LATIN SMALL LETTER U WITH CIRCUMFLEX BELOW
+&_u->_@@
+0x1e78    LATIN CAPITAL LETTER U WITH TILDE AND ACUTE
+&_U?'_@@
+0x1e79    LATIN SMALL LETTER U WITH TILDE AND ACUTE
+&_u?'_@@
+0x1e7a    LATIN CAPITAL LETTER U WITH MACRON AND DIAERESIS
+&_U-:_@@
+0x1e7b    LATIN SMALL LETTER U WITH MACRON AND DIAERESIS
+&_u-:_@@
+0x1e7c    LATIN CAPITAL LETTER V WITH TILDE
+&V?@@
+0x1e7d    LATIN SMALL LETTER V WITH TILDE
+&v?@@
+0x1e7e    LATIN CAPITAL LETTER V WITH DOT BELOW
+&_V-._@@
+0x1e7f    LATIN SMALL LETTER V WITH DOT BELOW
+&_v-._@@
+0x1e80    LATIN CAPITAL LETTER W WITH GRAVE
+&W!@@
+0x1e81    LATIN SMALL LETTER W WITH GRAVE
+&w!@@
+0x1e82    LATIN CAPITAL LETTER W WITH ACUTE
+&W'@@
+0x1e83    LATIN SMALL LETTER W WITH ACUTE
+&w'@@
+0x1e84    LATIN CAPITAL LETTER W WITH DIAERESIS
+&W:@@
+0x1e85    LATIN SMALL LETTER W WITH DIAERESIS
+&w:@@
+0x1e86    LATIN CAPITAL LETTER W WITH DOT ABOVE
+&W.@@
+0x1e87    LATIN SMALL LETTER W WITH DOT ABOVE
+&w.@@
+0x1e88    LATIN CAPITAL LETTER W WITH DOT BELOW
+&_W-._@@
+0x1e89    LATIN SMALL LETTER W WITH DOT BELOW
+&_w-._@@
+0x1e8a    LATIN CAPITAL LETTER X WITH DOT ABOVE
+&X.@@
+0x1e8b    LATIN SMALL LETTER X WITH DOT ABOVE
+&x.@@
+0x1e8c    LATIN CAPITAL LETTER X WITH DIAERESIS
+&X:@@
+0x1e8d    LATIN SMALL LETTER X WITH DIAERESIS
+&x:@@
+0x1e8e    LATIN CAPITAL LETTER Y WITH DOT ABOVE
+&Y.@@
+0x1e8f    LATIN SMALL LETTER Y WITH DOT ABOVE
+&y.@@
+0x1e90    LATIN CAPITAL LETTER Z WITH CIRCUMFLEX
+&Z>@@
+0x1e91    LATIN SMALL LETTER Z WITH CIRCUMFLEX
+&z>@@
+0x1e92    LATIN CAPITAL LETTER Z WITH DOT BELOW
+&_Z-._@@
+0x1e93    LATIN SMALL LETTER Z WITH DOT BELOW
+&_z-._@@
+0x1e94    LATIN CAPITAL LETTER Z WITH LINE BELOW
+&Z_@@
+0x1e95    LATIN SMALL LETTER Z WITH LINE BELOW
+&z_@@
+0x1e96    LATIN SMALL LETTER H WITH LINE BELOW
+&h_@@
+0x1e97    LATIN SMALL LETTER T WITH DIAERESIS
+&t:@@
+0x1e98    LATIN SMALL LETTER W WITH RING ABOVE
+&w0@@
+0x1e99    LATIN SMALL LETTER Y WITH RING ABOVE
+&y0@@
+0x1ea0    LATIN CAPITAL LETTER A WITH DOT BELOW
+&_A-._@@
+0x1ea1    LATIN SMALL LETTER A WITH DOT BELOW
+&_a-._@@
+0x1ea2    LATIN CAPITAL LETTER A WITH HOOK ABOVE
+&A2@@
+0x1ea3    LATIN SMALL LETTER A WITH HOOK ABOVE
+&a2@@
+0x1ea4    LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND ACUTE
+&_A>'_@@
+0x1ea5    LATIN SMALL LETTER A WITH CIRCUMFLEX AND ACUTE
+&_a>'_@@
+0x1ea6    LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND GRAVE
+&_A>!_@@
+0x1ea7    LATIN SMALL LETTER A WITH CIRCUMFLEX AND GRAVE
+&_a>!_@@
+0x1ea8    LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND HOOK ABOVE
+&_A>2_@@
+0x1ea9    LATIN SMALL LETTER A WITH CIRCUMFLEX AND HOOK ABOVE
+&_a>2_@@
+0x1eaa    LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND TILDE
+&_A>?_@@
+0x1eab    LATIN SMALL LETTER A WITH CIRCUMFLEX AND TILDE
+&_a>?_@@
+0x1eac    LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND DOT BELOW
+&_A>-._@@
+0x1ead    LATIN SMALL LETTER A WITH CIRCUMFLEX AND DOT BELOW
+&_a>-._@@
+0x1eae    LATIN CAPITAL LETTER A WITH BREVE AND ACUTE
+&_A('_@@
+0x1eaf    LATIN SMALL LETTER A WITH BREVE AND ACUTE
+&_a('_@@
+0x1eb0    LATIN CAPITAL LETTER A WITH BREVE AND GRAVE
+&_A(!_@@
+0x1eb1    LATIN SMALL LETTER A WITH BREVE AND GRAVE
+&_a(!_@@
+0x1eb2    LATIN CAPITAL LETTER A WITH BREVE AND HOOK ABOVE
+&_A(2_@@
+0x1eb3    LATIN SMALL LETTER A WITH BREVE AND HOOK ABOVE
+&_a(2_@@
+0x1eb4    LATIN CAPITAL LETTER A WITH BREVE AND TILDE
+&_A(?_@@
+0x1eb5    LATIN SMALL LETTER A WITH BREVE AND TILDE
+&_a(?_@@
+0x1eb6    LATIN CAPITAL LETTER A WITH BREVE AND DOT BELOW
+&_A(-._@@
+0x1eb7    LATIN SMALL LETTER A WITH BREVE AND DOT BELOW
+&_a(-._@@
+0x1eb8    LATIN CAPITAL LETTER E WITH DOT BELOW
+&_E-._@@
+0x1eb9    LATIN SMALL LETTER E WITH DOT BELOW
+&_e-._@@
+0x1eba    LATIN CAPITAL LETTER E WITH HOOK ABOVE
+&E2@@
+0x1ebb    LATIN SMALL LETTER E WITH HOOK ABOVE
+&e2@@
+0x1ebc    LATIN CAPITAL LETTER E WITH TILDE
+&E?@@
+0x1ebd    LATIN SMALL LETTER E WITH TILDE
+&e?@@
+0x1ebe    LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND ACUTE
+&_E>'_@@
+0x1ebf    LATIN SMALL LETTER E WITH CIRCUMFLEX AND ACUTE
+&_e>'_@@
+0x1ec0    LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND GRAVE
+&_E>!_@@
+0x1ec1    LATIN SMALL LETTER E WITH CIRCUMFLEX AND GRAVE
+&_e>!_@@
+0x1ec2    LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND HOOK ABOVE
+&_E>2_@@
+0x1ec3    LATIN SMALL LETTER E WITH CIRCUMFLEX AND HOOK ABOVE
+&_e>2_@@
+0x1ec4    LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND TILDE
+&_E>?_@@
+0x1ec5    LATIN SMALL LETTER E WITH CIRCUMFLEX AND TILDE
+&_e>?_@@
+0x1ec6    LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND DOT BELOW
+&_E>-._@@
+0x1ec7    LATIN SMALL LETTER E WITH CIRCUMFLEX AND DOT BELOW
+&_e>-._@@
+0x1ec8    LATIN CAPITAL LETTER I WITH HOOK ABOVE
+&I2@@
+0x1ec9    LATIN SMALL LETTER I WITH HOOK ABOVE
+&i2@@
+0x1eca    LATIN CAPITAL LETTER I WITH DOT BELOW
+&_I-._@@
+0x1ecb    LATIN SMALL LETTER I WITH DOT BELOW
+&_i-._@@
+0x1ecc    LATIN CAPITAL LETTER O WITH DOT BELOW
+&_O-._@@
+0x1ecd    LATIN SMALL LETTER O WITH DOT BELOW
+&_o-._@@
+0x1ece    LATIN CAPITAL LETTER O WITH HOOK ABOVE
+&O2@@
+0x1ecf    LATIN SMALL LETTER O WITH HOOK ABOVE
+&o2@@
+0x1ed0    LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND ACUTE
+&_O>'_@@
+0x1ed1    LATIN SMALL LETTER O WITH CIRCUMFLEX AND ACUTE
+&_o>'_@@
+0x1ed2    LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND GRAVE
+&_O>!_@@
+0x1ed3    LATIN SMALL LETTER O WITH CIRCUMFLEX AND GRAVE
+&_o>!_@@
+0x1ed4    LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND HOOK ABOVE
+&_O>2_@@
+0x1ed5    LATIN SMALL LETTER O WITH CIRCUMFLEX AND HOOK ABOVE
+&_o>2_@@
+0x1ed6    LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND TILDE
+&_O>?_@@
+0x1ed7    LATIN SMALL LETTER O WITH CIRCUMFLEX AND TILDE
+&_o>?_@@
+0x1ed8    LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND DOT BELOW
+&_O>-._@@
+0x1ed9    LATIN SMALL LETTER O WITH CIRCUMFLEX AND DOT BELOW
+&_o>-._@@
+0x1eda    LATIN CAPITAL LETTER O WITH HORN AND ACUTE
+&_O9'_@@
+0x1edb    LATIN SMALL LETTER O WITH HORN AND ACUTE
+&_o9'_@@
+0x1edc    LATIN CAPITAL LETTER O WITH HORN AND GRAVE
+&_O9!_@@
+0x1edd    LATIN SMALL LETTER O WITH HORN AND GRAVE
+&_o9!_@@
+0x1ede    LATIN CAPITAL LETTER O WITH HORN AND HOOK ABOVE
+&_O92_@@
+0x1edf    LATIN SMALL LETTER O WITH HORN AND HOOK ABOVE
+&_o92_@@
+0x1ee0    LATIN CAPITAL LETTER O WITH HORN AND TILDE
+&_O9?_@@
+0x1ee1    LATIN SMALL LETTER O WITH HORN AND TILDE
+&_o9?_@@
+0x1ee2    LATIN CAPITAL LETTER O WITH HORN AND DOT BELOW
+&_O9-._@@
+0x1ee3    LATIN SMALL LETTER O WITH HORN AND DOT BELOW
+&_o9-._@@
+0x1ee4    LATIN CAPITAL LETTER U WITH DOT BELOW
+&_U-._@@
+0x1ee5    LATIN SMALL LETTER U WITH DOT BELOW
+&_u-._@@
+0x1ee6    LATIN CAPITAL LETTER U WITH HOOK ABOVE
+&U2@@
+0x1ee7    LATIN SMALL LETTER U WITH HOOK ABOVE
+&u2@@
+0x1ee8    LATIN CAPITAL LETTER U WITH HORN AND ACUTE
+&_U9'_@@
+0x1ee9    LATIN SMALL LETTER U WITH HORN AND ACUTE
+&_u9'_@@
+0x1eea    LATIN CAPITAL LETTER U WITH HORN AND GRAVE
+&_U9!_@@
+0x1eeb    LATIN SMALL LETTER U WITH HORN AND GRAVE
+&_u9!_@@
+0x1eec    LATIN CAPITAL LETTER U WITH HORN AND HOOK ABOVE
+&_U92_@@
+0x1eed    LATIN SMALL LETTER U WITH HORN AND HOOK ABOVE
+&_u92_@@
+0x1eee    LATIN CAPITAL LETTER U WITH HORN AND TILDE
+&_U9?_@@
+0x1eef    LATIN SMALL LETTER U WITH HORN AND TILDE
+&_u9?_@@
+0x1ef0    LATIN CAPITAL LETTER U WITH HORN AND DOT BELOW
+&_U9-._@@
+0x1ef1    LATIN SMALL LETTER U WITH HORN AND DOT BELOW
+&_u9-._@@
+0x1ef2    LATIN CAPITAL LETTER Y WITH GRAVE
+&Y!@@
+0x1ef3    LATIN SMALL LETTER Y WITH GRAVE
+&y!@@
+0x1ef4    LATIN CAPITAL LETTER Y WITH DOT BELOW
+&_Y-._@@
+0x1ef5    LATIN SMALL LETTER Y WITH DOT BELOW
+&_y-._@@
+0x1ef6    LATIN CAPITAL LETTER Y WITH HOOK ABOVE
+&Y2@@
+0x1ef7    LATIN SMALL LETTER Y WITH HOOK ABOVE
+&y2@@
+0x1ef8    LATIN CAPITAL LETTER Y WITH TILDE
+&Y?@@
+0x1ef9    LATIN SMALL LETTER Y WITH TILDE
+&y?@@
+0x1f00    GREEK DASIA AND ACUTE ACCENT
+&;'@@
+0x1f01    GREEK PSILI AND ACUTE ACCENT
+&,'@@
+0x1f02    GREEK DASIA AND VARIA
+&;!@@
+0x1f03    GREEK PSILI AND VARIA
+&,!@@
+0x1f04    GREEK DASIA AND PERISPOMENI
+&?;@@
+0x1f05    GREEK PSILI AND PERISPOMENI
+&?,@@
+0x1f06    GREEK DIAERESIS AND VARIA
+&!:@@
+0x1f07    GREEK DIAERESIS AND PERISPOMENI
+&?:@@
+0x2002    EN SPACE
+&1N@@
+0x2003    EM SPACE
+&1M@@
+0x2004    THREE-PER-EM SPACE
+&3M@@
+0x2005    FOUR-PER-EM SPACE
+&4M@@
+0x2006    SIX-PER-EM SPACE
+&6M@@
+0x2009    THIN SPACE
+&1T@@
+0x200a    HAIR SPACE
+&1H@@
+0x2010    HYPHEN
+&-1@@
+0x2013    EN DASH
+&-N@@
+0x2014    EM DASH
+&-M@@
+0x2015    HORIZONTAL BAR
+&-3@@
+0x2016    DOUBLE VERTICAL LINE
+&!2@@
+0x2017    DOUBLE LOW LINE
+&=2@@
+0x2018    LEFT SINGLE QUOTATION MARK
+&'6@@
+0x2019    RIGHT SINGLE QUOTATION MARK
+&'9@@
+0x201a    SINGLE LOW-9 QUOTATION MARK
+&.9@@
+0x201b    SINGLE HIGH-REVERSED-9 QUOTATION MARK
+&9'@@
+0x201c    LEFT DOUBLE QUOTATION MARK
+&"6@@
+0x201d    RIGHT DOUBLE QUOTATION MARK
+&"9@@
+0x201e    DOUBLE LOW-9 QUOTATION MARK
+&:9@@
+0x201f    DOUBLE HIGH-REVERSED-9 QUOTATION MARK
+&9"@@
+0x2020    DAGGER
+&/-@@
+0x2021    DOUBLE DAGGER
+&/=@@
+0x2025    TWO DOT LEADER
+&..@@
+0x2030    PER MILLE SIGN
+&%0@@
+0x2032    PRIME
+&1'@@
+0x2033    DOUBLE PRIME
+&2'@@
+0x2034    TRIPLE PRIME
+&3'@@
+0x2035    REVERSED PRIME
+&1"@@
+0x2036    REVERSED DOUBLE PRIME
+&2"@@
+0x2037    REVERSED TRIPLE PRIME
+&3"@@
+0x2038    CARET
+&Ca@@
+0x2039    SINGLE LEFT-POINTING ANGLE QUOTATION MARK
+&<1@@
+0x203a    SINGLE RIGHT-POINTING ANGLE QUOTATION MARK
+&>1@@
+0x203b    REFERENCE MARK
+&:X@@
+0x203c    DOUBLE EXCLAMATION MARK
+&_!*2_@@
+0x203e    OVERLINE
+&'-@@
+0x2044    FRACTION SLASH
+&/f@@
+0x2070    SUPERSCRIPT DIGIT ZERO
+&0S@@
+0x2074    SUPERSCRIPT DIGIT FOUR
+&4S@@
+0x2075    SUPERSCRIPT DIGIT FIVE
+&5S@@
+0x2076    SUPERSCRIPT DIGIT SIX
+&6S@@
+0x2077    SUPERSCRIPT DIGIT SEVEN
+&7S@@
+0x2078    SUPERSCRIPT DIGIT EIGHT
+&8S@@
+0x2079    SUPERSCRIPT DIGIT NINE
+&9S@@
+0x207a    SUPERSCRIPT PLUS SIGN
+&+S@@
+0x207b    SUPERSCRIPT MINUS
+&-S@@
+0x207c    SUPERSCRIPT EQUALS SIGN
+&=S@@
+0x207d    SUPERSCRIPT LEFT PARENTHESIS
+&(S@@
+0x207e    SUPERSCRIPT RIGHT PARENTHESIS
+&)S@@
+0x207f    SUPERSCRIPT LATIN SMALL LETTER N
+&nS@@
+0x2080    SUBSCRIPT DIGIT ZERO
+&0s@@
+0x2081    SUBSCRIPT DIGIT ONE
+&1s@@
+0x2082    SUBSCRIPT DIGIT TWO
+&2s@@
+0x2083    SUBSCRIPT DIGIT THREE
+&3s@@
+0x2084    SUBSCRIPT DIGIT FOUR
+&4s@@
+0x2085    SUBSCRIPT DIGIT FIVE
+&5s@@
+0x2086    SUBSCRIPT DIGIT SIX
+&6s@@
+0x2087    SUBSCRIPT DIGIT SEVEN
+&7s@@
+0x2088    SUBSCRIPT DIGIT EIGHT
+&8s@@
+0x2089    SUBSCRIPT DIGIT NINE
+&9s@@
+0x208a    SUBSCRIPT PLUS SIGN
+&+s@@
+0x208b    SUBSCRIPT MINUS
+&-s@@
+0x208c    SUBSCRIPT EQUALS SIGN
+&=s@@
+0x208d    SUBSCRIPT LEFT PARENTHESIS
+&(s@@
+0x208e    SUBSCRIPT RIGHT PARENTHESIS
+&)s@@
+0x20a4    LIRA SIGN
+&Li@@
+0x20a7    PESETA SIGN
+&Pt@@
+0x20a9    WON SIGN
+&W=@@
+0x2103    DEGREE CENTIGRADE
+&oC@@
+0x2105    CARE OF
+&co@@
+0x2109    DEGREE FAHRENHEIT
+&oF@@
+0x2116    NUMERO SIGN
+&N0@@
+0x2117    SOUND RECORDING COPYRIGHT
+&PO@@
+0x211e    PRESCRIPTION TAKE
+&Rx@@
+0x2120    SERVICE MARK
+&SM@@
+0x2122    TRADE MARK SIGN
+&TM@@
+0x2126    OHM SIGN
+&Om@@
+0x212b    ANGSTROEM SIGN
+&AO@@
+0x2153    VULGAR FRACTION ONE THIRD
+&13@@
+0x2154    VULGAR FRACTION TWO THIRDS
+&23@@
+0x2155    VULGAR FRACTION ONE FIFTH
+&15@@
+0x2156    VULGAR FRACTION TWO FIFTHS
+&25@@
+0x2157    VULGAR FRACTION THREE FIFTHS
+&35@@
+0x2158    VULGAR FRACTION FOUR FIFTHS
+&45@@
+0x2159    VULGAR FRACTION ONE SIXTH
+&16@@
+0x215a    VULGAR FRACTION FIVE SIXTHS
+&56@@
+0x215b    VULGAR FRACTION ONE EIGHTH
+&18@@
+0x215c    VULGAR FRACTION THREE EIGHTHS
+&38@@
+0x215d    VULGAR FRACTION FIVE EIGHTHS
+&58@@
+0x215e    VULGAR FRACTION SEVEN EIGHTHS
+&78@@
+0x2160    ROMAN NUMERAL ONE
+&1R@@
+0x2161    ROMAN NUMERAL TWO
+&2R@@
+0x2162    ROMAN NUMERAL THREE
+&3R@@
+0x2163    ROMAN NUMERAL FOUR
+&4R@@
+0x2164    ROMAN NUMERAL FIVE
+&5R@@
+0x2165    ROMAN NUMERAL SIX
+&6R@@
+0x2166    ROMAN NUMERAL SEVEN
+&7R@@
+0x2167    ROMAN NUMERAL EIGHT
+&8R@@
+0x2168    ROMAN NUMERAL NINE
+&9R@@
+0x2169    ROMAN NUMERAL TEN
+&aR@@
+0x216a    ROMAN NUMERAL ELEVEN
+&bR@@
+0x216b    ROMAN NUMERAL TWELVE
+&cR@@
+0x216c    ROMAN NUMERAL FIFTY
+&_50R_@@
+0x216d    ROMAN NUMERAL ONE HUNDRED
+&_100R_@@
+0x216e    ROMAN NUMERAL FIVE HUNDRED
+&_500R_@@
+0x216f    ROMAN NUMERAL ONE THOUSAND
+&_1000R_@@
+0x2170    SMALL ROMAN NUMERAL ONE
+&1r@@
+0x2171    SMALL ROMAN NUMERAL TWO
+&2r@@
+0x2172    SMALL ROMAN NUMERAL THREE
+&3r@@
+0x2173    SMALL ROMAN NUMERAL FOUR
+&4r@@
+0x2174    SMALL ROMAN NUMERAL FIVE
+&5r@@
+0x2175    SMALL ROMAN NUMERAL SIX
+&6r@@
+0x2176    SMALL ROMAN NUMERAL SEVEN
+&7r@@
+0x2177    SMALL ROMAN NUMERAL EIGHT
+&8r@@
+0x2178    SMALL ROMAN NUMERAL NINE
+&9r@@
+0x2179    SMALL ROMAN NUMERAL TEN
+&ar@@
+0x217a    SMALL ROMAN NUMERAL ELEVEN
+&br@@
+0x217b    SMALL ROMAN NUMERAL TWELVE
+&cr@@
+0x217c    SMALL ROMAN NUMERAL FIFTY
+&_50r_@@
+0x217d    SMALL ROMAN NUMERAL ONE HUNDRED
+&_100r_@@
+0x217e    SMALL ROMAN NUMERAL FIVE HUNDRED
+&_500r_@@
+0x217f    SMALL ROMAN NUMERAL ONE THOUSAND
+&_1000r_@@
+0x2180    ROMAN NUMERAL ONE THOUSAND C D
+&_1000RCD_@@
+0x2181    ROMAN NUMERAL FIVE THOUSAND
+&_5000R_@@
+0x2182    ROMAN NUMERAL TEN THOUSAND
+&_10000R_@@
+0x2190    LEFTWARDS ARROW
+&<-@@
+0x2191    UPWARDS ARROW
+&-!@@
+0x2192    RIGHTWARDS ARROW
+&->@@
+0x2193    DOWNWARDS ARROW
+&-v@@
+0x2194    LEFT RIGHT ARROW
+&<>@@
+0x2195    UP DOWN ARROW
+&UD@@
+0x2196    NORTH WEST ARROW
+&_<!!_@@
+0x2197    NORTH EAST ARROW
+&_//>_@@
+0x2198    SOUTH EAST ARROW
+&_!!>_@@
+0x2199    SOUTH WEST ARROW
+&_<//_@@
+0x21d0    LEFTWARDS DOUBLE ARROW
+&<=@@
+0x21d2    RIGHTWARDS DOUBLE ARROW
+&=>@@
+0x21d4    LEFT RIGHT DOUBLE ARROW
+&==@@
+0x2200    FOR ALL
+&FA@@
+0x2202    PARTIAL DIFFERENTIAL
+&dP@@
+0x2203    THERE EXISTS
+&TE@@
+0x2205    EMPTY SET
+&/0@@
+0x2206    INCREMENT
+&DE@@
+0x2207    NABLA
+&NB@@
+0x2208    ELEMENT OF
+&(-@@
+0x220b    CONTAINS AS MEMBER
+&-)@@
+0x220f    N-ARY PRODUCT
+&*P@@
+0x2211    N-ARY SUMMATION
+&+Z@@
+0x2212    MINUS SIGN
+&-2@@
+0x2213    MINUS-OR-PLUS SIGN
+&-+@@
+0x2217    ASTERISK OPERATOR
+&*-@@
+0x2218    RING OPERATOR
+&Ob@@
+0x2219    BULLET OPERATOR
+&Sb@@
+0x221a    SQUARE ROOT
+&RT@@
+0x221d    PROPORTIONAL TO
+&0(@@
+0x221e    INFINITY
+&00@@
+0x221f    RIGHT ANGLE
+&-L@@
+0x2220    ANGLE
+&-V@@
+0x2225    PARALLEL TO
+&PP@@
+0x2227    LOGICAL AND
+&AN@@
+0x2228    LOGICAL OR
+&OR@@
+0x2229    INTERSECTION
+&(U@@
+0x222a    UNION
+&)U@@
+0x222b    INTEGRAL
+&In@@
+0x222c    DOUBLE INTEGRAL
+&DI@@
+0x222e    CONTOUR INTEGRAL
+&Io@@
+0x2234    THEREFORE
+&.:@@
+0x2235    BECAUSE
+&:.@@
+0x2236    RATIO
+&:R@@
+0x2237    PROPORTION
+&::@@
+0x223c    TILDE OPERATOR
+&?1@@
+0x223e    INVERTED LAZY S
+&CG@@
+0x2243    ASYMPTOTICALLY EQUAL TO
+&?-@@
+0x2245    APPROXIMATELY EQUAL TO
+&?=@@
+0x2248    ALMOST EQUAL TO
+&?2@@
+0x224c    ALL EQUAL TO
+&=?@@
+0x2253    IMAGE OF OR APPROXIMATELY EQUAL TO
+&HI@@
+0x2260    NOT EQUAL TO
+&!=@@
+0x2261    IDENTICAL TO
+&=3@@
+0x2264    LESS-THAN OR EQUAL TO
+&=<@@
+0x2265    GREATER-THAN OR EQUAL TO
+&>=@@
+0x226a    MUCH LESS-THAN
+&<*@@
+0x226b    MUCH GREATER-THAN
+&*>@@
+0x226e    NOT LESS-THAN
+&!<@@
+0x226f    NOT GREATER-THAN
+&!>@@
+0x2282    SUBSET OF
+&(C@@
+0x2283    SUPERSET OF
+&)C@@
+0x2286    SUBSET OF OR EQUAL TO
+&(_@@
+0x2287    SUPERSET OF OR EQUAL TO
+&)_@@
+0x2299    CIRCLED DOT OPERATOR
+&0.@@
+0x229a    CIRCLED RING OPERATOR
+&02@@
+0x22a5    UP TACK
+&-T@@
+0x22c5    DOT OPERATOR
+&.P@@
+0x22ee    VERTICAL ELLIPSIS
+&:3@@
+0x22ef    MIDLINE HORIZONTAL ELLIPSIS
+&.3@@
+0x2302    HOUSE
+&Eh@@
+0x2308    LEFT CEILING
+&<7@@
+0x2309    RIGHT CEILING
+&>7@@
+0x230a    LEFT FLOOR
+&7<@@
+0x230b    RIGHT FLOOR
+&7>@@
+0x2310    REVERSED NOT SIGN
+&NI@@
+0x2312    ARC
+&(A@@
+0x2315    TELEPHONE RECORDER
+&TR@@
+0x2320    TOP HALF INTEGRAL
+&Iu@@
+0x2321    BOTTOM HALF INTEGRAL
+&Il@@
+0x2329    LEFT-POINTING ANGLE BRACKET
+&</@@
+0x232a    RIGHT-POINTING ANGLE BRACKET
+&/>@@
+0x2423    OPEN BOX
+&Vs@@
+0x2440    OCR HOOK
+&1h@@
+0x2441    OCR CHAIR
+&3h@@
+0x2442    OCR FORK
+&2h@@
+0x2443    OCR INVERTED FORK
+&4h@@
+0x2446    OCR BRANCH BANK IDENTIFICATION
+&1j@@
+0x2447    OCR AMOUNT OF CHECK
+&2j@@
+0x2448    OCR DASH
+&3j@@
+0x2449    OCR CUSTOMER ACCOUNT NUMBER
+&4j@@
+0x2460    CIRCLED DIGIT ONE
+&_1-o_@@
+0x2461    CIRCLED DIGIT TWO
+&_2-o_@@
+0x2462    CIRCLED DIGIT THREE
+&_3-o_@@
+0x2463    CIRCLED DIGIT FOUR
+&_4-o_@@
+0x2464    CIRCLED DIGIT FIVE
+&_5-o_@@
+0x2465    CIRCLED DIGIT SIX
+&_6-o_@@
+0x2466    CIRCLED DIGIT SEVEN
+&_7-o_@@
+0x2467    CIRCLED DIGIT EIGHT
+&_8-o_@@
+0x2468    CIRCLED DIGIT NINE
+&_9-o_@@
+0x2469    CIRCLED NUMBER TEN
+&_10-o_@@
+0x246a    CIRCLED NUMBER ELEVEN
+&_11-o_@@
+0x246b    CIRCLED NUMBER TWELVE
+&_12-o_@@
+0x246c    CIRCLED NUMBER THIRTEEN
+&_13-o_@@
+0x246d    CIRCLED NUMBER FOURTEEN
+&_14-o_@@
+0x246e    CIRCLED NUMBER FIFTEEN
+&_15-o_@@
+0x246f    CIRCLED NUMBER SIXTEEN
+&_16-o_@@
+0x2470    CIRCLED NUMBER SEVENTEEN
+&_17-o_@@
+0x2471    CIRCLED NUMBER EIGHTEEN
+&_18-o_@@
+0x2472    CIRCLED NUMBER NINETEEN
+&_19-o_@@
+0x2473    CIRCLED NUMBER TWENTY
+&_20-o_@@
+0x2474    PARENTHESIZED DIGIT ONE
+&_(1)_@@
+0x2475    PARENTHESIZED DIGIT TWO
+&_(2)_@@
+0x2476    PARENTHESIZED DIGIT THREE
+&_(3)_@@
+0x2477    PARENTHESIZED DIGIT FOUR
+&_(4)_@@
+0x2478    PARENTHESIZED DIGIT FIVE
+&_(5)_@@
+0x2479    PARENTHESIZED DIGIT SIX
+&_(6)_@@
+0x247a    PARENTHESIZED DIGIT SEVEN
+&_(7)_@@
+0x247b    PARENTHESIZED DIGIT EIGHT
+&_(8)_@@
+0x247c    PARENTHESIZED DIGIT NINE
+&_(9)_@@
+0x247d    PARENTHESIZED NUMBER TEN
+&_(10)_@@
+0x247e    PARENTHESIZED NUMBER ELEVEN
+&_(11)_@@
+0x247f    PARENTHESIZED NUMBER TWELVE
+&_(12)_@@
+0x2480    PARENTHESIZED NUMBER THIRTEEN
+&_(13)_@@
+0x2481    PARENTHESIZED NUMBER FOURTEEN
+&_(14)_@@
+0x2482    PARENTHESIZED NUMBER FIFTEEN
+&_(15)_@@
+0x2483    PARENTHESIZED NUMBER SIXTEEN
+&_(16)_@@
+0x2484    PARENTHESIZED NUMBER SEVENTEEN
+&_(17)_@@
+0x2485    PARENTHESIZED NUMBER EIGHTEEN
+&_(18)_@@
+0x2486    PARENTHESIZED NUMBER NINETEEN
+&_(19)_@@
+0x2487    PARENTHESIZED NUMBER TWENTY
+&_(20)_@@
+0x2488    DIGIT ONE FULL STOP
+&1.@@
+0x2489    DIGIT TWO FULL STOP
+&2.@@
+0x248a    DIGIT THREE FULL STOP
+&3.@@
+0x248b    DIGIT FOUR FULL STOP
+&4.@@
+0x248c    DIGIT FIVE FULL STOP
+&5.@@
+0x248d    DIGIT SIX FULL STOP
+&6.@@
+0x248e    DIGIT SEVEN FULL STOP
+&7.@@
+0x248f    DIGIT EIGHT FULL STOP
+&8.@@
+0x2490    DIGIT NINE FULL STOP
+&9.@@
+0x2491    NUMBER TEN FULL STOP
+&_10._@@
+0x2492    NUMBER ELEVEN FULL STOP
+&_11._@@
+0x2493    NUMBER TWELVE FULL STOP
+&_12._@@
+0x2494    NUMBER THIRTEEN FULL STOP
+&_13._@@
+0x2495    NUMBER FOURTEEN FULL STOP
+&_14._@@
+0x2496    NUMBER FIFTEEN FULL STOP
+&_15._@@
+0x2497    NUMBER SIXTEEN FULL STOP
+&_16._@@
+0x2498    NUMBER SEVENTEEN FULL STOP
+&_17._@@
+0x2499    NUMBER EIGHTEEN FULL STOP
+&_18._@@
+0x249a    NUMBER NINETEEN FULL STOP
+&_19._@@
+0x249b    NUMBER TWENTY FULL STOP
+&_20._@@
+0x249c    PARENTHESIZED LATIN SMALL LETTER A
+&_(a)_@@
+0x249d    PARENTHESIZED LATIN SMALL LETTER B
+&_(b)_@@
+0x249e    PARENTHESIZED LATIN SMALL LETTER C
+&_(c)_@@
+0x249f    PARENTHESIZED LATIN SMALL LETTER D
+&_(d)_@@
+0x24a0    PARENTHESIZED LATIN SMALL LETTER E
+&_(e)_@@
+0x24a1    PARENTHESIZED LATIN SMALL LETTER F
+&_(f)_@@
+0x24a2    PARENTHESIZED LATIN SMALL LETTER G
+&_(g)_@@
+0x24a3    PARENTHESIZED LATIN SMALL LETTER H
+&_(h)_@@
+0x24a4    PARENTHESIZED LATIN SMALL LETTER I
+&_(i)_@@
+0x24a5    PARENTHESIZED LATIN SMALL LETTER J
+&_(j)_@@
+0x24a6    PARENTHESIZED LATIN SMALL LETTER K
+&_(k)_@@
+0x24a7    PARENTHESIZED LATIN SMALL LETTER L
+&_(l)_@@
+0x24a8    PARENTHESIZED LATIN SMALL LETTER M
+&_(m)_@@
+0x24a9    PARENTHESIZED LATIN SMALL LETTER N
+&_(n)_@@
+0x24aa    PARENTHESIZED LATIN SMALL LETTER O
+&_(o)_@@
+0x24ab    PARENTHESIZED LATIN SMALL LETTER P
+&_(p)_@@
+0x24ac    PARENTHESIZED LATIN SMALL LETTER Q
+&_(q)_@@
+0x24ad    PARENTHESIZED LATIN SMALL LETTER R
+&_(r)_@@
+0x24ae    PARENTHESIZED LATIN SMALL LETTER S
+&_(s)_@@
+0x24af    PARENTHESIZED LATIN SMALL LETTER T
+&_(t)_@@
+0x24b0    PARENTHESIZED LATIN SMALL LETTER U
+&_(u)_@@
+0x24b1    PARENTHESIZED LATIN SMALL LETTER V
+&_(v)_@@
+0x24b2    PARENTHESIZED LATIN SMALL LETTER W
+&_(w)_@@
+0x24b3    PARENTHESIZED LATIN SMALL LETTER X
+&_(x)_@@
+0x24b4    PARENTHESIZED LATIN SMALL LETTER Y
+&_(y)_@@
+0x24b5    PARENTHESIZED LATIN SMALL LETTER Z
+&_(z)_@@
+0x24b6    CIRCLED LATIN CAPITAL LETTER A
+&_A-o_@@
+0x24b7    CIRCLED LATIN CAPITAL LETTER B
+&_B-o_@@
+0x24b8    CIRCLED LATIN CAPITAL LETTER C
+&_C-o_@@
+0x24b9    CIRCLED LATIN CAPITAL LETTER D
+&_D-o_@@
+0x24ba    CIRCLED LATIN CAPITAL LETTER E
+&_E-o_@@
+0x24bb    CIRCLED LATIN CAPITAL LETTER F
+&_F-o_@@
+0x24bc    CIRCLED LATIN CAPITAL LETTER G
+&_G-o_@@
+0x24bd    CIRCLED LATIN CAPITAL LETTER H
+&_H-o_@@
+0x24be    CIRCLED LATIN CAPITAL LETTER I
+&_I-o_@@
+0x24bf    CIRCLED LATIN CAPITAL LETTER J
+&_J-o_@@
+0x24c0    CIRCLED LATIN CAPITAL LETTER K
+&_K-o_@@
+0x24c1    CIRCLED LATIN CAPITAL LETTER L
+&_L-o_@@
+0x24c2    CIRCLED LATIN CAPITAL LETTER M
+&_M-o_@@
+0x24c3    CIRCLED LATIN CAPITAL LETTER N
+&_N-o_@@
+0x24c4    CIRCLED LATIN CAPITAL LETTER O
+&_O-o_@@
+0x24c5    CIRCLED LATIN CAPITAL LETTER P
+&_P-o_@@
+0x24c6    CIRCLED LATIN CAPITAL LETTER Q
+&_Q-o_@@
+0x24c7    CIRCLED LATIN CAPITAL LETTER R
+&_R-o_@@
+0x24c8    CIRCLED LATIN CAPITAL LETTER S
+&_S-o_@@
+0x24c9    CIRCLED LATIN CAPITAL LETTER T
+&_T-o_@@
+0x24ca    CIRCLED LATIN CAPITAL LETTER U
+&_U-o_@@
+0x24cb    CIRCLED LATIN CAPITAL LETTER V
+&_V-o_@@
+0x24cc    CIRCLED LATIN CAPITAL LETTER W
+&_W-o_@@
+0x24cd    CIRCLED LATIN CAPITAL LETTER X
+&_X-o_@@
+0x24ce    CIRCLED LATIN CAPITAL LETTER Y
+&_Y-o_@@
+0x24cf    CIRCLED LATIN CAPITAL LETTER Z
+&_Z-o_@@
+0x24d0    CIRCLED LATIN SMALL LETTER A
+&_a-o_@@
+0x24d1    CIRCLED LATIN SMALL LETTER B
+&_b-o_@@
+0x24d2    CIRCLED LATIN SMALL LETTER C
+&_c-o_@@
+0x24d3    CIRCLED LATIN SMALL LETTER D
+&_d-o_@@
+0x24d4    CIRCLED LATIN SMALL LETTER E
+&_e-o_@@
+0x24d5    CIRCLED LATIN SMALL LETTER F
+&_f-o_@@
+0x24d6    CIRCLED LATIN SMALL LETTER G
+&_g-o_@@
+0x24d7    CIRCLED LATIN SMALL LETTER H
+&_h-o_@@
+0x24d8    CIRCLED LATIN SMALL LETTER I
+&_i-o_@@
+0x24d9    CIRCLED LATIN SMALL LETTER J
+&_j-o_@@
+0x24da    CIRCLED LATIN SMALL LETTER K
+&_k-o_@@
+0x24db    CIRCLED LATIN SMALL LETTER L
+&_l-o_@@
+0x24dc    CIRCLED LATIN SMALL LETTER M
+&_m-o_@@
+0x24dd    CIRCLED LATIN SMALL LETTER N
+&_n-o_@@
+0x24de    CIRCLED LATIN SMALL LETTER O
+&_o-o_@@
+0x24df    CIRCLED LATIN SMALL LETTER P
+&_p-o_@@
+0x24e0    CIRCLED LATIN SMALL LETTER Q
+&_q-o_@@
+0x24e1    CIRCLED LATIN SMALL LETTER R
+&_r-o_@@
+0x24e2    CIRCLED LATIN SMALL LETTER S
+&_s-o_@@
+0x24e3    CIRCLED LATIN SMALL LETTER T
+&_t-o_@@
+0x24e4    CIRCLED LATIN SMALL LETTER U
+&_u-o_@@
+0x24e5    CIRCLED LATIN SMALL LETTER V
+&_v-o_@@
+0x24e6    CIRCLED LATIN SMALL LETTER W
+&_w-o_@@
+0x24e7    CIRCLED LATIN SMALL LETTER X
+&_x-o_@@
+0x24e8    CIRCLED LATIN SMALL LETTER Y
+&_y-o_@@
+0x24e9    CIRCLED LATIN SMALL LETTER Z
+&_z-o_@@
+0x24ea    CIRCLED DIGIT ZERO
+&_0-o_@@
+0x2500    BOX DRAWINGS LIGHT HORIZONTAL
+&hh@@
+0x2501    BOX DRAWINGS HEAVY HORIZONTAL
+&HH@@
+0x2502    BOX DRAWINGS LIGHT VERTICAL
+&vv@@
+0x2503    BOX DRAWINGS HEAVY VERTICAL
+&VV@@
+0x2504    BOX DRAWINGS LIGHT TRIPLE DASH HORIZONTAL
+&3-@@
+0x2505    BOX DRAWINGS HEAVY TRIPLE DASH HORIZONTAL
+&3_@@
+0x2506    BOX DRAWINGS LIGHT TRIPLE DASH VERTICAL
+&3!@@
+0x2507    BOX DRAWINGS HEAVY TRIPLE DASH VERTICAL
+&3/@@
+0x2508    BOX DRAWINGS LIGHT QUADRUPLE DASH HORIZONTAL
+&4-@@
+0x2509    BOX DRAWINGS HEAVY QUADRUPLE DASH HORIZONTAL
+&4_@@
+0x250a    BOX DRAWINGS LIGHT QUADRUPLE DASH VERTICAL
+&4!@@
+0x250b    BOX DRAWINGS HEAVY QUADRUPLE DASH VERTICAL
+&4/@@
+0x250c    BOX DRAWINGS LIGHT DOWN AND RIGHT
+&dr@@
+0x250d    BOX DRAWINGS DOWN LIGHT AND RIGHT HEAVY
+&dR@@
+0x250e    BOX DRAWINGS DOWN HEAVY AND RIGHT LIGHT
+&Dr@@
+0x250f    BOX DRAWINGS HEAVY DOWN AND RIGHT
+&DR@@
+0x2510    BOX DRAWINGS LIGHT DOWN AND LEFT
+&dl@@
+0x2511    BOX DRAWINGS DOWN LIGHT AND LEFT HEAVY
+&dL@@
+0x2512    BOX DRAWINGS DOWN HEAVY AND LEFT LIGHT
+&Dl@@
+0x2513    BOX DRAWINGS HEAVY DOWN AND LEFT
+&LD@@
+0x2514    BOX DRAWINGS LIGHT UP AND RIGHT
+&ur@@
+0x2515    BOX DRAWINGS UP LIGHT AND RIGHT HEAVY
+&uR@@
+0x2516    BOX DRAWINGS UP HEAVY AND RIGHT LIGHT
+&Ur@@
+0x2517    BOX DRAWINGS HEAVY UP AND RIGHT
+&UR@@
+0x2518    BOX DRAWINGS LIGHT UP AND LEFT
+&ul@@
+0x2519    BOX DRAWINGS UP LIGHT AND LEFT HEAVY
+&uL@@
+0x251a    BOX DRAWINGS UP HEAVY AND LEFT LIGHT
+&Ul@@
+0x251b    BOX DRAWINGS HEAVY UP AND LEFT
+&UL@@
+0x251c    BOX DRAWINGS LIGHT VERTICAL AND RIGHT
+&vr@@
+0x251d    BOX DRAWINGS VERTICAL LIGHT AND RIGHT HEAVY
+&vR@@
+0x251e    BOX DRAWINGS UP HEAVY AND RIGHT DOWN LIGHT
+&_Udr_@@
+0x251f    BOX DRAWINGS DOWN HEAVY AND RIGHT UP LIGHT
+&_uDr_@@
+0x2520    BOX DRAWINGS VERTICAL HEAVY AND RIGHT LIGHT
+&Vr@@
+0x2521    BOX DRAWINGS DOWN LIGHT AND RIGHT UP HEAVY
+&_UdR_@@
+0x2522    BOX DRAWINGS UP LIGHT AND RIGHT DOWN HEAVY
+&_uDR_@@
+0x2523    BOX DRAWINGS HEAVY VERTICAL AND RIGHT
+&VR@@
+0x2524    BOX DRAWINGS LIGHT VERTICAL AND LEFT
+&vl@@
+0x2525    BOX DRAWINGS VERTICAL LIGHT AND LEFT HEAVY
+&vL@@
+0x2526    BOX DRAWINGS UP HEAVY AND LEFT DOWN LIGHT
+&_Udl_@@
+0x2527    BOX DRAWINGS DOWN HEAVY AND LEFT UP LIGHT
+&_uDl_@@
+0x2528    BOX DRAWINGS VERTICAL HEAVY AND LEFT LIGHT
+&Vl@@
+0x2529    BOX DRAWINGS DOWN LIGHT AND LEFT UP HEAVY
+&_UdL_@@
+0x252a    BOX DRAWINGS UP LIGHT AND LEFT DOWN HEAVY
+&_uDL_@@
+0x252b    BOX DRAWINGS HEAVY VERTICAL AND LEFT
+&VL@@
+0x252c    BOX DRAWINGS LIGHT DOWN AND HORIZONTAL
+&dh@@
+0x252d    BOX DRAWINGS LEFT HEAVY AND RIGHT DOWN LIGHT
+&_dLr_@@
+0x252e    BOX DRAWINGS RIGHT HEAVY AND LEFT DOWN LIGHT
+&_dlR_@@
+0x252f    BOX DRAWINGS DOWN LIGHT AND HORIZONTAL HEAVY
+&dH@@
+0x2530    BOX DRAWINGS DOWN HEAVY AND HORIZONTAL LIGHT
+&Dh@@
+0x2531    BOX DRAWINGS RIGHT LIGHT AND LEFT DOWN HEAVY
+&_DLr_@@
+0x2532    BOX DRAWINGS LEFT LIGHT AND RIGHT DOWN HEAVY
+&_DlR_@@
+0x2533    BOX DRAWINGS HEAVY DOWN AND HORIZONTAL
+&DH@@
+0x2534    BOX DRAWINGS LIGHT UP AND HORIZONTAL
+&uh@@
+0x2535    BOX DRAWINGS LEFT HEAVY AND RIGHT UP LIGHT
+&_uLr_@@
+0x2536    BOX DRAWINGS RIGHT HEAVY AND LEFT UP LIGHT
+&_ulR_@@
+0x2537    BOX DRAWINGS UP LIGHT AND HORIZONTAL HEAVY
+&uH@@
+0x2538    BOX DRAWINGS UP HEAVY AND HORIZONTAL LIGHT
+&Uh@@
+0x2539    BOX DRAWINGS RIGHT LIGHT AND LEFT UP HEAVY
+&_ULr_@@
+0x253a    BOX DRAWINGS LEFT LIGHT AND RIGHT UP HEAVY
+&_UlR_@@
+0x253b    BOX DRAWINGS HEAVY UP AND HORIZONTAL
+&UH@@
+0x253c    BOX DRAWINGS LIGHT VERTICAL AND HORIZONTAL
+&vh@@
+0x253d    BOX DRAWINGS LEFT HEAVY AND RIGHT VERTICAL LIGHT
+&_vLr_@@
+0x253e    BOX DRAWINGS RIGHT HEAVY AND LEFT VERTICAL LIGHT
+&_vlR_@@
+0x253f    BOX DRAWINGS VERTICAL LIGHT AND HORIZONTAL HEAVY
+&vH@@
+0x2540    BOX DRAWINGS UP HEAVY AND DOWN HORIZONTAL LIGHT
+&_Udh_@@
+0x2541    BOX DRAWINGS DOWN HEAVY AND UP HORIZONTAL LIGHT
+&_uDh_@@
+0x2542    BOX DRAWINGS VERTICAL HEAVY AND HORIZONTAL LIGHT
+&Vh@@
+0x2543    BOX DRAWINGS LEFT UP HEAVY AND RIGHT DOWN LIGHT
+&_UdLr_@@
+0x2544    BOX DRAWINGS RIGHT UP HEAVY AND LEFT DOWN LIGHT
+&_UdlR_@@
+0x2545    BOX DRAWINGS LEFT DOWN HEAVY AND RIGHT UP LIGHT
+&_uDLr_@@
+0x2546    BOX DRAWINGS RIGHT DOWN HEAVY AND LEFT UP LIGHT
+&_uDlR_@@
+0x2547    BOX DRAWINGS DOWN LIGHT AND UP HORIZONTAL HEAVY
+&_UdH_@@
+0x2548    BOX DRAWINGS UP LIGHT AND DOWN HORIZONTAL HEAVY
+&_uDH_@@
+0x2549    BOX DRAWINGS RIGHT LIGHT AND LEFT VERTICAL HEAVY
+&_VLr_@@
+0x254a    BOX DRAWINGS LEFT LIGHT AND RIGHT VERTICAL HEAVY
+&_VlR_@@
+0x254b    BOX DRAWINGS HEAVY VERTICAL AND HORIZONTAL
+&VH@@
+0x2571    BOX DRAWINGS LIGHT DIAGONAL UPPER RIGHT TO LOWER LEFT
+&FD@@
+0x2572    BOX DRAWINGS LIGHT DIAGONAL UPPER LEFT TO LOWER RIGHT
+&BD@@
+0x2580    UPPER HALF BLOCK
+&TB@@
+0x2584    LOWER HALF BLOCK
+&LB@@
+0x2588    FULL BLOCK
+&FB@@
+0x258c    LEFT HALF BLOCK
+&lB@@
+0x2590    RIGHT HALF BLOCK
+&RB@@
+0x2591    LIGHT SHADE
+&.S@@
+0x2592    MEDIUM SHADE
+&:S@@
+0x2593    DARK SHADE
+&?S@@
+0x25a0    BLACK SQUARE
+&fS@@
+0x25a1    WHITE SQUARE
+&OS@@
+0x25a2    WHITE SQUARE WITH ROUNDED CORNERS
+&RO@@
+0x25a3    WHITE SQUARE CONTAINING BLACK SMALL SQUARE
+&Rr@@
+0x25a4    SQUARE WITH HORIZONTAL FILL
+&RF@@
+0x25a5    SQUARE WITH VERTICAL FILL
+&RY@@
+0x25a6    SQUARE WITH ORTHOGONAL CROSSHATCH FILL
+&RH@@
+0x25a7    SQUARE WITH UPPER LEFT TO LOWER RIGHT FILL
+&RZ@@
+0x25a8    SQUARE WITH UPPER RIGHT TO LOWER LEFT FILL
+&RK@@
+0x25a9    SQUARE WITH DIAGONAL CROSSHATCH FILL
+&RX@@
+0x25aa    BLACK SMALL SQUARE
+&sB@@
+0x25ac    BLACK RECTANGLE
+&SR@@
+0x25ad    WHITE RECTANGLE
+&Or@@
+0x25b2    BLACK UP-POINTING TRIANGLE
+&UT@@
+0x25b3    WHITE UP-POINTING TRIANGLE
+&uT@@
+0x25b6    BLACK RIGHT-POINTING TRIANGLE
+&PR@@
+0x25b7    WHITE RIGHT-POINTING TRIANGLE
+&Tr@@
+0x25bc    BLACK DOWN-POINTING TRIANGLE
+&Dt@@
+0x25bd    WHITE DOWN-POINTING TRIANGLE
+&dT@@
+0x25c0    BLACK LEFT-POINTING TRIANGLE
+&PL@@
+0x25c1    WHITE LEFT-POINTING TRIANGLE
+&Tl@@
+0x25c6    BLACK DIAMOND
+&Db@@
+0x25c7    WHITE DIAMOND
+&Dw@@
+0x25ca    LOZENGE
+&LZ@@
+0x25cb    WHITE CIRCLE
+&0m@@
+0x25ce    BULLSEYE
+&0o@@
+0x25cf    BLACK CIRCLE
+&0M@@
+0x25d0    CIRCLE WITH LEFT HALF BLACK
+&0L@@
+0x25d1    CIRCLE WITH RIGHT HALF BLACK
+&0R@@
+0x25d8    INVERSE BULLET
+&Sn@@
+0x25d9    INVERSE WHITE CIRCLE
+&Ic@@
+0x25e2    BLACK LOWER RIGHT TRIANGLE
+&Fd@@
+0x25e3    BLACK LOWER LEFT TRIANGLE
+&Bd@@
+0x2605    BLACK STAR
+&*2@@
+0x2606    WHITE STAR
+&*1@@
+0x260e    BLACK TELEPHONE
+&_TEL_@@
+0x260f    WHITE TELEPHONE
+&_tel_@@
+0x261c    WHITE LEFT POINTING INDEX
+&<H@@
+0x261e    WHITE RIGHT POINTING INDEX
+&>H@@
+0x263a    WHITE SMILING FACE
+&0u@@
+0x263b    BLACK SMILING FACE
+&0U@@
+0x263c    WHITE SUN WITH RAYS
+&SU@@
+0x2640    FEMALE SIGN
+&Fm@@
+0x2642    MALE SIGN
+&Ml@@
+0x2660    BLACK SPADE SUIT
+&cS@@
+0x2661    WHITE HEART SUIT
+&cH@@
+0x2662    WHITE DIAMOND SUIT
+&cD@@
+0x2663    BLACK CLUB SUIT
+&cC@@
+0x2664    WHITE SPADE SUIT
+&_cS-_@@
+0x2665    BLACK HEART SUIT
+&_cH-_@@
+0x2666    BLACK DIAMOND SUIT
+&_cD-_@@
+0x2667    WHITE CLUB SUIT
+&_cC-_@@
+0x2669    QUARTER NOTE
+&Md@@
+0x266a    EIGHTH NOTE
+&M8@@
+0x266b    BARRED EIGHTH NOTES
+&M2@@
+0x266c    BARRED SIXTEENTH NOTES
+&_M16_@@
+0x266d    MUSIC FLAT SIGN
+&Mb@@
+0x266e    MUSIC NATURAL SIGN
+&Mx@@
+0x266f    MUSIC SHARP SIGN
+&MX@@
+0x2713    CHECK MARK
+&OK@@
+0x2717    BALLOT X
+&XX@@
+0x2720    MALTESE CROSS
+&-X@@
+0x3000    IDEOGRAPHIC SPACE
+&IS@@
+0x3001    IDEOGRAPHIC COMMA
+&,_@@
+0x3002    IDEOGRAPHIC PERIOD
+&._@@
+0x3003    DITTO MARK
+&+"@@
+0x3004    IDEOGRAPHIC DITTO MARK
+&+_@@
+0x3005    IDEOGRAPHIC ITERATION MARK
+&*_@@
+0x3006    IDEOGRAPHIC CLOSING MARK
+&;_@@
+0x3007    IDEOGRAPHIC NUMBER ZERO
+&0_@@
+0x300a    LEFT DOUBLE ANGLE BRACKET
+&<+@@
+0x300b    RIGHT DOUBLE ANGLE BRACKET
+&>+@@
+0x300c    LEFT CORNER BRACKET
+&<'@@
+0x300d    RIGHT CORNER BRACKET
+&>'@@
+0x300e    LEFT WHITE CORNER BRACKET
+&<"@@
+0x300f    RIGHT WHITE CORNER BRACKET
+&>"@@
+0x3010    LEFT BLACK LENTICULAR BRACKET
+&("@@
+0x3011    RIGHT BLACK LENTICULAR BRACKET
+&)"@@
+0x3012    POSTAL MARK
+&=T@@
+0x3013    GETA MARK
+&=_@@
+0x3014    LEFT TORTOISE SHELL BRACKET
+&('@@
+0x3015    RIGHT TORTOISE SHELL BRACKET
+&)'@@
+0x3016    LEFT WHITE LENTICULAR BRACKET
+&(I@@
+0x3017    RIGHT WHITE LENTICULAR BRACKET
+&)I@@
+0x301c    WAVE DASH
+&-?@@
+0x3020    POSTAL MARK FACE
+&_=T:)_@@
+0x3041    HIRAGANA LETTER SMALL A
+&A5@@
+0x3042    HIRAGANA LETTER A
+&a5@@
+0x3043    HIRAGANA LETTER SMALL I
+&I5@@
+0x3044    HIRAGANA LETTER I
+&i5@@
+0x3045    HIRAGANA LETTER SMALL U
+&U5@@
+0x3046    HIRAGANA LETTER U
+&u5@@
+0x3047    HIRAGANA LETTER SMALL E
+&E5@@
+0x3048    HIRAGANA LETTER E
+&e5@@
+0x3049    HIRAGANA LETTER SMALL O
+&O5@@
+0x304a    HIRAGANA LETTER O
+&o5@@
+0x304b    HIRAGANA LETTER KA
+&ka@@
+0x304c    HIRAGANA LETTER GA
+&ga@@
+0x304d    HIRAGANA LETTER KI
+&ki@@
+0x304e    HIRAGANA LETTER GI
+&gi@@
+0x304f    HIRAGANA LETTER KU
+&ku@@
+0x3050    HIRAGANA LETTER GU
+&gu@@
+0x3051    HIRAGANA LETTER KE
+&ke@@
+0x3052    HIRAGANA LETTER GE
+&ge@@
+0x3053    HIRAGANA LETTER KO
+&ko@@
+0x3054    HIRAGANA LETTER GO
+&go@@
+0x3055    HIRAGANA LETTER SA
+&sa@@
+0x3056    HIRAGANA LETTER ZA
+&za@@
+0x3057    HIRAGANA LETTER SI
+&si@@
+0x3058    HIRAGANA LETTER ZI
+&zi@@
+0x3059    HIRAGANA LETTER SU
+&su@@
+0x305a    HIRAGANA LETTER ZU
+&zu@@
+0x305b    HIRAGANA LETTER SE
+&se@@
+0x305c    HIRAGANA LETTER ZE
+&ze@@
+0x305d    HIRAGANA LETTER SO
+&so@@
+0x305e    HIRAGANA LETTER ZO
+&zo@@
+0x305f    HIRAGANA LETTER TA
+&ta@@
+0x3060    HIRAGANA LETTER DA
+&da@@
+0x3061    HIRAGANA LETTER TI
+&ti@@
+0x3062    HIRAGANA LETTER DI
+&di@@
+0x3063    HIRAGANA LETTER SMALL TU
+&tU@@
+0x3064    HIRAGANA LETTER TU
+&tu@@
+0x3065    HIRAGANA LETTER DU
+&du@@
+0x3066    HIRAGANA LETTER TE
+&te@@
+0x3067    HIRAGANA LETTER DE
+&de@@
+0x3068    HIRAGANA LETTER TO
+&to@@
+0x3069    HIRAGANA LETTER DO
+&do@@
+0x306a    HIRAGANA LETTER NA
+&na@@
+0x306b    HIRAGANA LETTER NI
+&ni@@
+0x306c    HIRAGANA LETTER NU
+&nu@@
+0x306d    HIRAGANA LETTER NE
+&ne@@
+0x306e    HIRAGANA LETTER NO
+&no@@
+0x306f    HIRAGANA LETTER HA
+&ha@@
+0x3070    HIRAGANA LETTER BA
+&ba@@
+0x3071    HIRAGANA LETTER PA
+&pa@@
+0x3072    HIRAGANA LETTER HI
+&hi@@
+0x3073    HIRAGANA LETTER BI
+&bi@@
+0x3074    HIRAGANA LETTER PI
+&pi@@
+0x3075    HIRAGANA LETTER HU
+&hu@@
+0x3076    HIRAGANA LETTER BU
+&bu@@
+0x3077    HIRAGANA LETTER PU
+&pu@@
+0x3078    HIRAGANA LETTER HE
+&he@@
+0x3079    HIRAGANA LETTER BE
+&be@@
+0x307a    HIRAGANA LETTER PE
+&pe@@
+0x307b    HIRAGANA LETTER HO
+&ho@@
+0x307c    HIRAGANA LETTER BO
+&bo@@
+0x307d    HIRAGANA LETTER PO
+&po@@
+0x307e    HIRAGANA LETTER MA
+&ma@@
+0x307f    HIRAGANA LETTER MI
+&mi@@
+0x3080    HIRAGANA LETTER MU
+&mu@@
+0x3081    HIRAGANA LETTER ME
+&me@@
+0x3082    HIRAGANA LETTER MO
+&mo@@
+0x3083    HIRAGANA LETTER SMALL YA
+&yA@@
+0x3084    HIRAGANA LETTER YA
+&ya@@
+0x3085    HIRAGANA LETTER SMALL YU
+&yU@@
+0x3086    HIRAGANA LETTER YU
+&yu@@
+0x3087    HIRAGANA LETTER SMALL YO
+&yO@@
+0x3088    HIRAGANA LETTER YO
+&yo@@
+0x3089    HIRAGANA LETTER RA
+&ra@@
+0x308a    HIRAGANA LETTER RI
+&ri@@
+0x308b    HIRAGANA LETTER RU
+&ru@@
+0x308c    HIRAGANA LETTER RE
+&re@@
+0x308d    HIRAGANA LETTER RO
+&ro@@
+0x308e    HIRAGANA LETTER SMALL WA
+&wA@@
+0x308f    HIRAGANA LETTER WA
+&wa@@
+0x3090    HIRAGANA LETTER WI
+&wi@@
+0x3091    HIRAGANA LETTER WE
+&we@@
+0x3092    HIRAGANA LETTER WO
+&wo@@
+0x3093    HIRAGANA LETTER N
+&n5@@
+0x3094    HIRAGANA LETTER VU
+&vu@@
+0x309b    KATAKANA-HIRAGANA VOICED SOUND MARK
+&"5@@
+0x309c    KATAKANA-HIRAGANA SEMI-VOICED SOUND MARK
+&05@@
+0x309d    HIRAGANA ITERATION MARK
+&*5@@
+0x309e    HIRAGANA VOICED ITERATION MARK
+&+5@@
+0x30a1    KATAKANA LETTER SMALL A
+&a6@@
+0x30a2    KATAKANA LETTER A
+&A6@@
+0x30a3    KATAKANA LETTER SMALL I
+&i6@@
+0x30a4    KATAKANA LETTER I
+&I6@@
+0x30a5    KATAKANA LETTER SMALL U
+&u6@@
+0x30a6    KATAKANA LETTER U
+&U6@@
+0x30a7    KATAKANA LETTER SMALL E
+&e6@@
+0x30a8    KATAKANA LETTER E
+&E6@@
+0x30a9    KATAKANA LETTER SMALL O
+&o6@@
+0x30aa    KATAKANA LETTER O
+&O6@@
+0x30ab    KATAKANA LETTER KA
+&Ka@@
+0x30ac    KATAKANA LETTER GA
+&Ga@@
+0x30ad    KATAKANA LETTER KI
+&Ki@@
+0x30ae    KATAKANA LETTER GI
+&Gi@@
+0x30af    KATAKANA LETTER KU
+&Ku@@
+0x30b0    KATAKANA LETTER GU
+&Gu@@
+0x30b1    KATAKANA LETTER KE
+&Ke@@
+0x30b2    KATAKANA LETTER GE
+&Ge@@
+0x30b3    KATAKANA LETTER KO
+&Ko@@
+0x30b4    KATAKANA LETTER GO
+&Go@@
+0x30b5    KATAKANA LETTER SA
+&Sa@@
+0x30b6    KATAKANA LETTER ZA
+&Za@@
+0x30b7    KATAKANA LETTER SI
+&Si@@
+0x30b8    KATAKANA LETTER ZI
+&Zi@@
+0x30b9    KATAKANA LETTER SU
+&Su@@
+0x30ba    KATAKANA LETTER ZU
+&Zu@@
+0x30bb    KATAKANA LETTER SE
+&Se@@
+0x30bc    KATAKANA LETTER ZE
+&Ze@@
+0x30bd    KATAKANA LETTER SO
+&So@@
+0x30be    KATAKANA LETTER ZO
+&Zo@@
+0x30bf    KATAKANA LETTER TA
+&Ta@@
+0x30c0    KATAKANA LETTER DA
+&Da@@
+0x30c1    KATAKANA LETTER TI
+&Ti@@
+0x30c2    KATAKANA LETTER DI
+&Di@@
+0x30c3    KATAKANA LETTER SMALL TU
+&TU@@
+0x30c4    KATAKANA LETTER TU
+&Tu@@
+0x30c5    KATAKANA LETTER DU
+&Du@@
+0x30c6    KATAKANA LETTER TE
+&Te@@
+0x30c7    KATAKANA LETTER DE
+&De@@
+0x30c8    KATAKANA LETTER TO
+&To@@
+0x30c9    KATAKANA LETTER DO
+&Do@@
+0x30ca    KATAKANA LETTER NA
+&Na@@
+0x30cb    KATAKANA LETTER NI
+&Ni@@
+0x30cc    KATAKANA LETTER NU
+&Nu@@
+0x30cd    KATAKANA LETTER NE
+&Ne@@
+0x30ce    KATAKANA LETTER NO
+&No@@
+0x30cf    KATAKANA LETTER HA
+&Ha@@
+0x30d0    KATAKANA LETTER BA
+&Ba@@
+0x30d1    KATAKANA LETTER PA
+&Pa@@
+0x30d2    KATAKANA LETTER HI
+&Hi@@
+0x30d3    KATAKANA LETTER BI
+&Bi@@
+0x30d4    KATAKANA LETTER PI
+&Pi@@
+0x30d5    KATAKANA LETTER HU
+&Hu@@
+0x30d6    KATAKANA LETTER BU
+&Bu@@
+0x30d7    KATAKANA LETTER PU
+&Pu@@
+0x30d8    KATAKANA LETTER HE
+&He@@
+0x30d9    KATAKANA LETTER BE
+&Be@@
+0x30da    KATAKANA LETTER PE
+&Pe@@
+0x30db    KATAKANA LETTER HO
+&Ho@@
+0x30dc    KATAKANA LETTER BO
+&Bo@@
+0x30dd    KATAKANA LETTER PO
+&Po@@
+0x30de    KATAKANA LETTER MA
+&Ma@@
+0x30df    KATAKANA LETTER MI
+&Mi@@
+0x30e0    KATAKANA LETTER MU
+&Mu@@
+0x30e1    KATAKANA LETTER ME
+&Me@@
+0x30e2    KATAKANA LETTER MO
+&Mo@@
+0x30e3    KATAKANA LETTER SMALL YA
+&YA@@
+0x30e4    KATAKANA LETTER YA
+&Ya@@
+0x30e5    KATAKANA LETTER SMALL YU
+&YU@@
+0x30e6    KATAKANA LETTER YU
+&Yu@@
+0x30e7    KATAKANA LETTER SMALL YO
+&YO@@
+0x30e8    KATAKANA LETTER YO
+&Yo@@
+0x30e9    KATAKANA LETTER RA
+&Ra@@
+0x30ea    KATAKANA LETTER RI
+&Ri@@
+0x30eb    KATAKANA LETTER RU
+&Ru@@
+0x30ec    KATAKANA LETTER RE
+&Re@@
+0x30ed    KATAKANA LETTER RO
+&Ro@@
+0x30ee    KATAKANA LETTER SMALL WA
+&WA@@
+0x30ef    KATAKANA LETTER WA
+&Wa@@
+0x30f0    KATAKANA LETTER WI
+&Wi@@
+0x30f1    KATAKANA LETTER WE
+&We@@
+0x30f2    KATAKANA LETTER WO
+&Wo@@
+0x30f3    KATAKANA LETTER N
+&N6@@
+0x30f4    KATAKANA LETTER VU
+&Vu@@
+0x30f5    KATAKANA LETTER SMALL KA
+&KA@@
+0x30f6    KATAKANA LETTER SMALL KE
+&KE@@
+0x30f7    KATAKANA LETTER VA
+&Va@@
+0x30f8    KATAKANA LETTER VI
+&Vi@@
+0x30f9    KATAKANA LETTER VE
+&Ve@@
+0x30fa    KATAKANA LETTER VO
+&Vo@@
+0x30fb    KATAKANA MIDDLE DOT
+&.6@@
+0x30fc    KATAKANA-HIRAGANA PROLONGED SOUND MARK
+&-6@@
+0x30fd    KATAKANA ITERATION MARK
+&*6@@
+0x30fe    KATAKANA VOICED ITERATION MARK
+&+6@@
+0x3105    BOPOMOFO LETTER B
+&b4@@
+0x3106    BOPOMOFO LETTER P
+&p4@@
+0x3107    BOPOMOFO LETTER M
+&m4@@
+0x3108    BOPOMOFO LETTER F
+&f4@@
+0x3109    BOPOMOFO LETTER D
+&d4@@
+0x310a    BOPOMOFO LETTER T
+&t4@@
+0x310b    BOPOMOFO LETTER N
+&n4@@
+0x310c    BOPOMOFO LETTER L
+&l4@@
+0x310d    BOPOMOFO LETTER G
+&g4@@
+0x310e    BOPOMOFO LETTER K
+&k4@@
+0x310f    BOPOMOFO LETTER H
+&h4@@
+0x3110    BOPOMOFO LETTER J
+&j4@@
+0x3111    BOPOMOFO LETTER Q
+&q4@@
+0x3112    BOPOMOFO LETTER X
+&x4@@
+0x3113    BOPOMOFO LETTER ZH
+&zh@@
+0x3114    BOPOMOFO LETTER CH
+&ch@@
+0x3115    BOPOMOFO LETTER SH
+&sh@@
+0x3116    BOPOMOFO LETTER R
+&r4@@
+0x3117    BOPOMOFO LETTER Z
+&z4@@
+0x3118    BOPOMOFO LETTER C
+&c4@@
+0x3119    BOPOMOFO LETTER S
+&s4@@
+0x311a    BOPOMOFO LETTER A
+&a4@@
+0x311b    BOPOMOFO LETTER O
+&o4@@
+0x311c    BOPOMOFO LETTER E
+&e4@@
+0x311d    BOPOMOFO LETTER EH
+&_eh4_@@
+0x311e    BOPOMOFO LETTER AI
+&ai@@
+0x311f    BOPOMOFO LETTER EI
+&ei@@
+0x3120    BOPOMOFO LETTER AU
+&au@@
+0x3121    BOPOMOFO LETTER OU
+&ou@@
+0x3122    BOPOMOFO LETTER AN
+&an@@
+0x3123    BOPOMOFO LETTER EN
+&en@@
+0x3124    BOPOMOFO LETTER ANG
+&aN@@
+0x3125    BOPOMOFO LETTER ENG
+&eN@@
+0x3126    BOPOMOFO LETTER ER
+&er@@
+0x3127    BOPOMOFO LETTER I
+&i4@@
+0x3128    BOPOMOFO LETTER U
+&u4@@
+0x3129    BOPOMOFO LETTER IU
+&iu@@
+0x312a    BOPOMOFO LETTER V
+&v4@@
+0x312b    BOPOMOFO LETTER NG
+&nG@@
+0x312c    BOPOMOFO LETTER GN
+&gn@@
+0x321c    PARENTHESIZED HANGUL JU
+&_(JU)_@@
+0x3220    PARENTHESIZED IDEOGRAPH ONE
+&1c@@
+0x3221    PARENTHESIZED IDEOGRAPH TWO
+&2c@@
+0x3222    PARENTHESIZED IDEOGRAPH THREE
+&3c@@
+0x3223    PARENTHESIZED IDEOGRAPH FOUR
+&4c@@
+0x3224    PARENTHESIZED IDEOGRAPH FIVE
+&5c@@
+0x3225    PARENTHESIZED IDEOGRAPH SIX
+&6c@@
+0x3226    PARENTHESIZED IDEOGRAPH SEVEN
+&7c@@
+0x3227    PARENTHESIZED IDEOGRAPH EIGHT
+&8c@@
+0x3228    PARENTHESIZED IDEOGRAPH NINE
+&9c@@
+0x3229    PARENTHESIZED IDEOGRAPH TEN
+&_10c_@@
+0x327f    KOREAN STANDARD SYMBOL
+&_KSC_@@
+0xe001    JOIN THIS LINE WITH NEXT LINE (Mnemonic)
+&/c@@
+0xe002    Unit space A (ISO-IR-8-1 064)
+&UA@@
+0xe003    Unit space B (ISO-IR-8-1 096)
+&UB@@
+0xe004    NON-SPACING UMLAUT (ISO-IR-38 201) (character part)
+&"3@@
+0xe005    NON-SPACING DIAERESIS WITH ACCENT (ISO-IR-70 192) (character part)
+&"1@@
+0xe006    NON-SPACING GRAVE ACCENT (ISO-IR-103 193) (character part)
+&"!@@
+0xe007    NON-SPACING ACUTE ACCENT (ISO-IR-103 194) (character part)
+&"'@@
+0xe008    NON-SPACING CIRCUMFLEX ACCENT (ISO-IR-103 195) (character part)
+&">@@
+0xe009    NON-SPACING TILDE (ISO-IR-103 196) (character part)
+&"?@@
+0xe00a    NON-SPACING MACRON (ISO-IR-103 197) (character part)
+&"-@@
+0xe00b    NON-SPACING BREVE (ISO-IR-103 198) (character part)
+&"(@@
+0xe00c    NON-SPACING DOT ABOVE (ISO-IR-103 199) (character part)
+&".@@
+0xe00d    NON-SPACING DIAERESIS (ISO-IR-103 200) (character part)
+&":@@
+0xe00e    NON-SPACING RING ABOVE (ISO-IR-103 202) (character part)
+&"0@@
+0xe00f    NON-SPACING DOUBLE ACCUTE (ISO-IR-103 204) (character part)
+&""@@
+0xe010    NON-SPACING CARON (ISO-IR-103 206) (character part)
+&"<@@
+0xe011    NON-SPACING CEDILLA (ISO-IR-103 203) (character part)
+&",@@
+0xe012    NON-SPACING OGONEK (ISO-IR-103 206) (character part)
+&";@@
+0xe013    NON-SPACING LOW LINE (ISO-IR-103 204) (character part)
+&"_@@
+0xe014    NON-SPACING DOUBLE LOW LINE (ISO-IR-38 217) (character part)
+&"=@@
+0xe015    NON-SPACING LONG SOLIDUS (ISO-IR-128 201) (character part)
+&"/@@
+0xe016    GREEK NON-SPACING IOTA BELOW (ISO-IR-55 39) (character part)
+&"i@@
+0xe017    GREEK NON-SPACING DASIA PNEUMATA (ISO-IR-55 38) (character part)
+&"d@@
+0xe018    GREEK NON-SPACING PSILI PNEUMATA (ISO-IR-55 37) (character part)
+&"p@@
+0xe019    GREEK DASIA PNEUMATA (ISO-IR-18 92)
+&;;@@
+0xe01a    GREEK PSILI PNEUMATA (ISO-IR-18 124)
+&,,@@
+0xe01b    GREEK SMALL LETTER MIDDLE BETA (ISO-IR-18 99)
+&b3@@
+0xe01c    CIRCLE (ISO-IR-83 0294)
+&Ci@@
+0xe01d    FUNCTION SIGN (ISO-IR-143 221)
+&f(@@
+0xe01e    LATIN SMALL LETTER EZH (ISO-IR-158 142)
+&ed@@
+0xe01f    ANTE MERIDIAM SIGN (ISO-IR-149 0267)
+&am@@
+0xe020    POST MERIDIAM SIGN (ISO-IR-149 0268)
+&pm@@
+0xe021    TEL COMPATIBILITY SIGN (ISO-IR-149 0269)
+&_Tel_@@
+0xe022    ARABIC LETTER ALEF FINAL FORM COMPATIBILITY (IBM868 144)
+&_a+:_@@
+0xe023    DUTCH GUILDER SIGN (IBM437 159)
+&Fl@@
+0xe024    GAMMA FUNCTION SIGN (ISO-10646-1DIS 032/032/037/122)
+&GF@@
+0xe025    RIGHTWARDS VECTOR ABOVE (ISO-10646-1DIS 032/032/038/046)
+&>V@@
+0xe026    GREEK VARIA (ISO-10646-1DIS 032/032/042/164)
+&!*@@
+0xe027    GREEK PERISPOMENI (ISO-10646-1DIS 032/032/042/165)
+&?*@@
+0xe028    LATIN CAPITAL LETTER J WITH CARON (lowercase: 000/000/001/240)
+&J<@@
+0xfb00    LATIN SMALL LIGATURE FF
+&ff@@
+0xfb01    LATIN SMALL LIGATURE FI
+&fi@@
+0xfb02    LATIN SMALL LIGATURE FL
+&fl@@
+0xfb03    LATIN SMALL LIGATURE FFI
+&_ffi_@@
+0xfb04    LATIN SMALL LIGATURE FFL
+&_ffl_@@
+0xfb05    LATIN SMALL LIGATURE FT
+&ft@@
+0xfb06    LATIN SMALL LIGATURE ST
+&st@@
+0xfe7d    ARABIC SHADDA MEDIAL FORM
+&_3+;_@@
+0xfe82    ARABIC LETTER ALEF WITH MADDA ABOVE FINAL FORM
+&_aM._@@
+0xfe84    ARABIC LETTER ALEF WITH HAMZA ABOVE FINAL FORM
+&_aH._@@
+0xfe8d    ARABIC LETTER ALEF ISOLATED FORM
+&_a+-_@@
+0xfe8e    ARABIC LETTER ALEF FINAL FORM
+&_a+._@@
+0xfe8f    ARABIC LETTER BEH ISOLATED FORM
+&_b+-_@@
+0xfe90    ARABIC LETTER BEH INITIAL FORM
+&_b+,_@@
+0xfe91    ARABIC LETTER BEH MEDIAL FORM
+&_b+;_@@
+0xfe92    ARABIC LETTER BEH FINAL FORM
+&_b+._@@
+0xfe93    ARABIC LETTER TEH MARBUTA ISOLATED FORM
+&_tm-_@@
+0xfe94    ARABIC LETTER TEH MARBUTA FINAL FORM
+&_tm._@@
+0xfe95    ARABIC LETTER TEH ISOLATED FORM
+&_t+-_@@
+0xfe96    ARABIC LETTER TEH INITIAL FORM
+&_t+,_@@
+0xfe97    ARABIC LETTER TEH MEDIAL FORM
+&_t+;_@@
+0xfe98    ARABIC LETTER TEH FINAL FORM
+&_t+._@@
+0xfe99    ARABIC LETTER THEH ISOLATED FORM
+&_tk-_@@
+0xfe9a    ARABIC LETTER THEH INITIAL FORM
+&_tk,_@@
+0xfe9b    ARABIC LETTER THEH MEDIAL FORM
+&_tk;_@@
+0xfe9c    ARABIC LETTER THEH FINAL FORM
+&_tk._@@
+0xfe9d    ARABIC LETTER JEEM ISOLATED FORM
+&_g+-_@@
+0xfe9e    ARABIC LETTER JEEM INITIAL FORM
+&_g+,_@@
+0xfe9f    ARABIC LETTER JEEM MEDIAL FORM
+&_g+;_@@
+0xfea0    ARABIC LETTER JEEM FINAL FORM
+&_g+._@@
+0xfea1    ARABIC LETTER HAH ISOLATED FORM
+&_hk-_@@
+0xfea2    ARABIC LETTER HAH INITIAL FORM
+&_hk,_@@
+0xfea3    ARABIC LETTER HAH MEDIAL FORM
+&_hk;_@@
+0xfea4    ARABIC LETTER HAH FINAL FORM
+&_hk._@@
+0xfea5    ARABIC LETTER KHAH ISOLATED FORM
+&_x+-_@@
+0xfea6    ARABIC LETTER KHAH INITIAL FORM
+&_x+,_@@
+0xfea7    ARABIC LETTER KHAH MEDIAL FORM
+&_x+;_@@
+0xfea8    ARABIC LETTER KHAH FINAL FORM
+&_x+._@@
+0xfea9    ARABIC LETTER DAL ISOLATED FORM
+&_d+-_@@
+0xfeaa    ARABIC LETTER DAL FINAL FORM
+&_d+._@@
+0xfeab    ARABIC LETTER THAL ISOLATED FORM
+&_dk-_@@
+0xfeac    ARABIC LETTER THAL FINAL FORM
+&_dk._@@
+0xfead    ARABIC LETTER REH ISOLATED FORM
+&_r+-_@@
+0xfeae    ARABIC LETTER REH FINAL FORM
+&_r+._@@
+0xfeaf    ARABIC LETTER ZAIN ISOLATED FORM
+&_z+-_@@
+0xfeb0    ARABIC LETTER ZAIN FINAL FORM
+&_z+._@@
+0xfeb1    ARABIC LETTER SEEN ISOLATED FORM
+&_s+-_@@
+0xfeb2    ARABIC LETTER SEEN INITIAL FORM
+&_s+,_@@
+0xfeb3    ARABIC LETTER SEEN MEDIAL FORM
+&_s+;_@@
+0xfeb4    ARABIC LETTER SEEN FINAL FORM
+&_s+._@@
+0xfeb5    ARABIC LETTER SHEEN ISOLATED FORM
+&_sn-_@@
+0xfeb6    ARABIC LETTER SHEEN INITIAL FORM
+&_sn,_@@
+0xfeb7    ARABIC LETTER SHEEN MEDIAL FORM
+&_sn;_@@
+0xfeb8    ARABIC LETTER SHEEN FINAL FORM
+&_sn._@@
+0xfeb9    ARABIC LETTER SAD ISOLATED FORM
+&_c+-_@@
+0xfeba    ARABIC LETTER SAD INITIAL FORM
+&_c+,_@@
+0xfebb    ARABIC LETTER SAD MEDIAL FORM
+&_c+;_@@
+0xfebc    ARABIC LETTER SAD FINAL FORM
+&_c+._@@
+0xfebd    ARABIC LETTER DAD ISOLATED FORM
+&_dd-_@@
+0xfebe    ARABIC LETTER DAD INITIAL FORM
+&_dd,_@@
+0xfebf    ARABIC LETTER DAD MEDIAL FORM
+&_dd;_@@
+0xfec0    ARABIC LETTER DAD FINAL FORM
+&_dd._@@
+0xfec1    ARABIC LETTER TAH ISOLATED FORM
+&_tj-_@@
+0xfec2    ARABIC LETTER TAH INITIAL FORM
+&_tj,_@@
+0xfec3    ARABIC LETTER TAH MEDIAL FORM
+&_tj;_@@
+0xfec4    ARABIC LETTER TAH FINAL FORM
+&_tj._@@
+0xfec5    ARABIC LETTER ZAH ISOLATED FORM
+&_zH-_@@
+0xfec6    ARABIC LETTER ZAH INITIAL FORM
+&_zH,_@@
+0xfec7    ARABIC LETTER ZAH MEDIAL FORM
+&_zH;_@@
+0xfec8    ARABIC LETTER ZAH FINAL FORM
+&_zH._@@
+0xfec9    ARABIC LETTER AIN ISOLATED FORM
+&_e+-_@@
+0xfeca    ARABIC LETTER AIN INITIAL FORM
+&_e+,_@@
+0xfecb    ARABIC LETTER AIN MEDIAL FORM
+&_e+;_@@
+0xfecc    ARABIC LETTER AIN FINAL FORM
+&_e+._@@
+0xfecd    ARABIC LETTER GHAIN ISOLATED FORM
+&_i+-_@@
+0xfece    ARABIC LETTER GHAIN INITIAL FORM
+&_i+,_@@
+0xfecf    ARABIC LETTER GHAIN MEDIAL FORM
+&_i+;_@@
+0xfed0    ARABIC LETTER GHAIN FINAL FORM
+&_i+._@@
+0xfed1    ARABIC LETTER FEH ISOLATED FORM
+&_f+-_@@
+0xfed2    ARABIC LETTER FEH INITIAL FORM
+&_f+,_@@
+0xfed3    ARABIC LETTER FEH MEDIAL FORM
+&_f+;_@@
+0xfed4    ARABIC LETTER FEH FINAL FORM
+&_f+._@@
+0xfed5    ARABIC LETTER QAF ISOLATED FORM
+&_q+-_@@
+0xfed6    ARABIC LETTER QAF INITIAL FORM
+&_q+,_@@
+0xfed7    ARABIC LETTER QAF MEDIAL FORM
+&_q+;_@@
+0xfed8    ARABIC LETTER QAF FINAL FORM
+&_q+._@@
+0xfed9    ARABIC LETTER KAF ISOLATED FORM
+&_k+-_@@
+0xfeda    ARABIC LETTER KAF INITIAL FORM
+&_k+,_@@
+0xfedb    ARABIC LETTER KAF MEDIAL FORM
+&_k+;_@@
+0xfedc    ARABIC LETTER KAF FINAL FORM
+&_k+._@@
+0xfedd    ARABIC LETTER LAM ISOLATED FORM
+&_l+-_@@
+0xfede    ARABIC LETTER LAM INITIAL FORM
+&_l+,_@@
+0xfedf    ARABIC LETTER LAM MEDIAL FORM
+&_l+;_@@
+0xfee0    ARABIC LETTER LAM FINAL FORM
+&_l+._@@
+0xfee1    ARABIC LETTER MEEM ISOLATED FORM
+&_m+-_@@
+0xfee2    ARABIC LETTER MEEM INITIAL FORM
+&_m+,_@@
+0xfee3    ARABIC LETTER MEEM MEDIAL FORM
+&_m+;_@@
+0xfee4    ARABIC LETTER MEEM FINAL FORM
+&_m+._@@
+0xfee5    ARABIC LETTER NOON ISOLATED FORM
+&_n+-_@@
+0xfee6    ARABIC LETTER NOON INITIAL FORM
+&_n+,_@@
+0xfee7    ARABIC LETTER NOON MEDIAL FORM
+&_n+;_@@
+0xfee8    ARABIC LETTER NOON FINAL FORM
+&_n+._@@
+0xfee9    ARABIC LETTER HEH ISOLATED FORM
+&_h+-_@@
+0xfeea    ARABIC LETTER HEH INITIAL FORM
+&_h+,_@@
+0xfeeb    ARABIC LETTER HEH MEDIAL FORM
+&_h+;_@@
+0xfeec    ARABIC LETTER HEH FINAL FORM
+&_h+._@@
+0xfeed    ARABIC LETTER WAW ISOLATED FORM
+&_w+-_@@
+0xfeee    ARABIC LETTER WAW FINAL FORM
+&_w+._@@
+0xfeef    ARABIC LETTER ALEF MAKSURA ISOLATED FORM
+&_j+-_@@
+0xfef0    ARABIC LETTER ALEF MAKSURA FINAL FORM
+&_j+._@@
+0xfef1    ARABIC LETTER YEH ISOLATED FORM
+&_y+-_@@
+0xfef2    ARABIC LETTER YEH INITIAL FORM
+&_y+,_@@
+0xfef3    ARABIC LETTER YEH MEDIAL FORM
+&_y+;_@@
+0xfef4    ARABIC LETTER YEH FINAL FORM
+&_y+._@@
+0xfef5    ARABIC LIGATURE LAM WITH ALEF WITH MADDA ABOVE ISOLATED FORM
+&_lM-_@@
+0xfef6    ARABIC LIGATURE LAM WITH ALEF WITH MADDA ABOVE FINAL FORM
+&_lM._@@
+0xfef7    ARABIC LIGATURE LAM WITH ALEF WITH HAMZA ABOVE ISOLATED FORM
+&_lH-_@@
+0xfef8    ARABIC LIGATURE LAM WITH ALEF WITH HAMZA ABOVE FINAL FORM
+&_lH._@@
+0xfef9    ARABIC LIGATURE LAM WITH ALEF WITH HAMZA BELOW ISOLATED FORM
+&_lh-_@@
+0xfefa    ARABIC LIGATURE LAM WITH ALEF WITH HAMZA BELOW FINAL FORM
+&_lh._@@
+0xfefb    ARABIC LIGATURE LAM WITH ALEF ISOLATED FORM
+&_la-_@@
+0xfefc    ARABIC LIGATURE LAM WITH ALEF FINAL FORM
+&_la._@@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/moscow.flc b/benchmarks/paper/benchmarks/wapm/fonts/moscow.flc
new file mode 100644
index 000000000..86454f175
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/moscow.flc
@@ -0,0 +1,68 @@
+flc2a
+# This controlfile maps the U.S. keyboard to Cyrillic
+# in the style of the "moscow" font, but is meant for use
+# with a FIGlet Unicode font with Cyrillic codes, such as "banner"
+#
+# "moscow" is an upper-case-only font, so for full compatibility
+# use the "upper" controlfile as well and avoid "@" and "<".
+t / \0x044c
+t \0x5c \0x044a
+t | \0x044b
+t ~ \0x044d
+t < \0x042d
+t ` \0x0443
+t @ \0x042e
+t > \0x0439
+t A \0x0410
+t a \0x0430
+t B \0x0411
+t b \0x0431
+t C \0x0427
+t c \0x0447
+t D \0x0414
+t d \0x0434
+t E \0x0415
+t e \0x0435
+t F \0x0424
+t f \0x0444
+t G \0x0413
+t g \0x0433
+t H \0x0425
+t h \0x0445
+t I \0x0418
+t i \0x0438
+t J \0x0416
+t j \0x0436
+t K \0x041a
+t k \0x043a
+t L \0x041b
+t l \0x043b
+t M \0x041c
+t m \0x043c
+t N \0x041d
+t n \0x043d
+t O \0x041e
+t o \0x043e
+t P \0x041f
+t p \0x043f
+t Q \0x0426
+t q \0x0446
+t R \0x0420
+t r \0x0440
+t S \0x0421
+t s \0x0441
+t T \0x0422
+t t \0x0442
+t U \0x0423
+t u \0x0443
+t V \0x0412
+t v \0x0432
+t W \0x0428
+t w \0x0448
+t X \0x0429
+t x \0x0449
+t Y \0x042f
+t y \0x044f
+t Z \0x0417
+t z \0x0437
+t = \-6
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/script.flf b/benchmarks/paper/benchmarks/wapm/fonts/script.flf
new file mode 100644
index 000000000..8f2f048fa
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/script.flf
@@ -0,0 +1,1493 @@
+flf2a$ 7 5 16 0 10 0 3904 96
+Script by Glenn Chappell 4/93
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+$$@
+$$@
+$$@
+$$@
+$$@
+$$@
+$$@@
+  @
+ |@
+ |@
+ |@
+ o@
+  @
+  @@
+ oo@
+ ||@
+ $$@
+ $$@
+ $$@
+   @
+   @@
+         @
+   |  |  @
+ --+--+--@
+ --+--+--@
+   |  |  @
+         @
+         @@
+      @
+  |_|_@
+ (|_| @
+ _|_|)@
+  | | @
+      @
+      @@
+     @
+ () /@
+   / @
+  /  @
+ / ()@
+     @
+     @@
+      @
+  ()  @
+  /\  @
+ /  \/@
+ \__/\@
+      @
+      @@
+ o@
+ /@
+ $@
+ $@
+ $@
+  @
+  @@
+   @
+  /@
+ | @
+ | @
+ | @
+  \@
+   @@
+   @
+ \ @
+  |@
+  |@
+  |@
+ / @
+   @@
+      @
+      @
+  \|/ @
+ --*--@
+  /|\ @
+      @
+      @@
+      @
+      @
+   |  @
+ --+--@
+   |  @
+      @
+      @@
+  @
+  @
+  @
+  @
+ o@
+ /@
+  @@
+      @
+      @
+      @
+ -----@
+   $  @
+      @
+      @@
+  @
+  @
+  @
+  @
+ o@
+  @
+  @@
+     @
+    /@
+   / @
+  /  @
+ /   @
+     @
+     @@
+   __  @
+  /  \ @
+ |    |@
+ |    |@
+  \__/ @
+       @
+       @@
+  ,@
+ /|@
+  |@
+  |@
+  |@
+   @
+   @@
+  __ @
+ /  )@
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+160  NO-BREAK SPACE
+ $$@
+ $$@
+ $$@
+ $$@
+ $$@
+ $$@
+ $$@@
+161  INVERTED EXCLAMATION MARK
+  @
+ o@
+ |@
+ |@
+ |@
+  @
+  @@
+162  CENT SIGN
+      @
+      @
+  _|_ @
+ / |  @
+ \_|_/@
+   |  @
+      @@
+163  POUND SIGN
+     _  @
+    / \ @
+ __|__  @
+  _| $  @
+ (/ \__/@
+        @
+        @@
+164  CURRENCY SIGN
+      @
+ \ _ /@
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+ /   \@
+      @
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+165  YEN SIGN
+      @
+ \   /@
+ _\_/_@
+ __|__@
+   |  @
+      @
+      @@
+166  BROKEN BAR
+ |@
+ |@
+ |@
+  @
+ |@
+ |@
+ |@@
+167  SECTION SIGN
+  _@
+ ( @
+ /\@
+ \/@
+ _)@
+   @
+   @@
+168  DIAERESIS
+ o  o@
+ $  $@
+ $  $@
+ $  $@
+ $  $@
+     @
+     @@
+169  COPYRIGHT SIGN
+    ____   @
+   / __ \  @
+  / / () \ @
+ | |      |@
+  \ \__/ / @
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+170  FEMININE ORDINAL INDICATOR
+  __, @
+ /  | @
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+ ---- @
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+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+    @
+  //@
+ // @
+ \\ @
+  \\@
+    @
+    @@
+172  NOT SIGN
+     @
+ ___ @
+    |@
+   $ @
+   $ @
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+173  SOFT HYPHEN
+     @
+     @
+     @
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+   $ @
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+174  REGISTERED SIGN
+    ____   @
+   /, _ \  @
+  //|/ \ \ @
+ |  |__/  |@
+  \ | \_// @
+   \____/  @
+           @@
+175  MACRON
+ _____@
+   $  @
+   $  @
+   $  @
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+176  DEGREE SIGN
+  _ @
+ / \@
+ \_/@
+    @
+  $ @
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+177  PLUS-MINUS SIGN
+      @
+      @
+   |  @
+ --+--@
+ __|__@
+      @
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+178  SUPERSCRIPT TWO
+ _ @
+  )@
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+   @
+  $@
+   @
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+  _/@
+ __)@
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+  $ @
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+180  ACUTE ACCENT
+ /@
+ $@
+ $@
+ $@
+ $@
+  @
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+181  MICRO SIGN
+        @
+        @
+        @
+ |   |  @
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+ |      @
+ |      @@
+182  PILCROW SIGN
+  ____ @
+ / |  |@
+ \_|  |@
+   |  |@
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+       @
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+183  MIDDLE DOT
+    @
+    @
+ $O$@
+  $ @
+  $ @
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+184  CEDILLA
+   @
+   @
+   @
+   @
+ $ @
+ _)@
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+185  SUPERSCRIPT ONE
+  ,@
+ /|@
+  |@
+   @
+  $@
+   @
+   @@
+186  MASCULINE ORDINAL INDICATOR
+  __  @
+ /  \_@
+ \__/ @
+ ---- @
+   $  @
+      @
+      @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+    @
+ \\ @
+  \\@
+  //@
+ // @
+    @
+    @@
+188  VULGAR FRACTION ONE QUARTER
+  ,    @
+ /| /  @
+  |/   @
+  /|_|_@
+ /   | @
+       @
+       @@
+189  VULGAR FRACTION ONE HALF
+  ,   @
+ /| / @
+  |/_ @
+  /  )@
+ /  /_@
+      @
+      @@
+190  VULGAR FRACTION THREE QUARTERS
+ ___    @
+  _/ /  @
+ __)/   @
+   /|_|_@
+  /   | @
+        @
+        @@
+191  INVERTED QUESTION MARK
+     @
+   o @
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+ /$  @
+ \__/@
+     @
+     @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+    \    @
+   ___,  @
+  /   |  @
+ |    |  @
+  \__/\_/@
+         @
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+193  LATIN CAPITAL LETTER A WITH ACUTE
+    /    @
+   ___,  @
+  /   |  @
+ |    |  @
+  \__/\_/@
+         @
+         @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+    /\   @
+   ___,  @
+  /   |  @
+ |    |  @
+  \__/\_/@
+         @
+         @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+   /\/   @
+   ___,  @
+  /   |  @
+ |    |  @
+  \__/\_/@
+         @
+         @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+  o   o  @
+   ___,  @
+  /   |  @
+ |    |  @
+  \__/\_/@
+         @
+         @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+    _    @
+   (_),  @
+  /   |  @
+ |    |  @
+  \__/\_/@
+         @
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+198  LATIN CAPITAL LETTER AE
+   ___,___$@
+  /   | (_)@
+ |    |__  @
+ |    |    @
+  \__/\___/@
+           @
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+199  LATIN CAPITAL LETTER C WITH CEDILLA
+   ___$@
+  / (_)@
+ |   $ @
+ |   $ @
+  \___/@
+   _)  @
+       @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+   \   @
+  ___$ @
+ / (_) @
+ >--$  @
+ \____/@
+       @
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+201  LATIN CAPITAL LETTER E WITH ACUTE
+   /   @
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+ / (_) @
+ >--$  @
+ \____/@
+       @
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+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+  /\   @
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+ / (_) @
+ >--$  @
+ \____/@
+       @
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+203  LATIN CAPITAL LETTER E WITH DIAERESIS
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+ / (_) @
+ >--$  @
+ \____/@
+       @
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+204  LATIN CAPITAL LETTER I WITH GRAVE
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+ \_/\_/@
+       @
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+205  LATIN CAPITAL LETTER I WITH ACUTE
+    /  @
+   $_$ @
+   | | @
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+ \_/\_/@
+       @
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+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+   /\  @
+   $_$ @
+   | | @
+ _ |/  @
+ \_/\_/@
+       @
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+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+  o  o @
+   $_$ @
+   | | @
+ _ |/  @
+ \_/\_/@
+       @
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+208  LATIN CAPITAL LETTER ETH
+  $____  @
+  (|   \ @
+ __|__  |@
+ $_|    |@
+ (/\___/ @
+         @
+         @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+   /\/   @
+  , _    @
+ /|/ \   @
+  |   |  @
+  |   |_/@
+         @
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+210  LATIN CAPITAL LETTER O WITH GRAVE
+   \   @
+   __  @
+  /\_\/@
+ |    |@
+  \__/ @
+       @
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+211  LATIN CAPITAL LETTER O WITH ACUTE
+    /  @
+   __  @
+  /\_\/@
+ |    |@
+  \__/ @
+       @
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+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+   /\  @
+   __  @
+  /\_\/@
+ |    |@
+  \__/ @
+       @
+       @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+   /\/ @
+   __  @
+  /\_\/@
+ |    |@
+  \__/ @
+       @
+       @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+  o  o @
+   __  @
+  /\_\/@
+ |    |@
+  \__/ @
+       @
+       @@
+215  MULTIPLICATION SIGN
+     @
+     @
+ $\/$@
+ $/\$@
+ $  $@
+     @
+     @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+   __ /@
+  /\_//@
+ |  / |@
+ | /  |@
+  /__/ @
+ /     @
+       @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+     \     @
+ $_        @
+ (_|    |  @
+   |    |  @
+    \__/\_/@
+           @
+           @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+      /    @
+ $_        @
+ (_|    |  @
+   |    |  @
+    \__/\_/@
+           @
+           @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+     /\    @
+ $_        @
+ (_|    |  @
+   |    |  @
+    \__/\_/@
+           @
+           @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+    o  o   @
+ $_        @
+ (_|    |  @
+   |    |  @
+    \__/\_/@
+           @
+           @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+     /   @
+ $_      @
+ (_|   | @
+   |   | @
+    \_/|/@
+      /| @
+      \| @@
+222  LATIN CAPITAL LETTER THORN
+  ,    @
+  | __ @
+ /|/  \@
+  |___/@
+  |   $@
+       @
+       @@
+223  LATIN SMALL LETTER SHARP S
+   _ @
+  / \@
+ |  /@
+ |  \@
+ | _/@
+ |   @
+     @@
+224  LATIN SMALL LETTER A WITH GRAVE
+   \   @
+       @
+  __,  @
+ /  |  @
+ \_/|_/@
+       @
+       @@
+225  LATIN SMALL LETTER A WITH ACUTE
+   /   @
+       @
+  __,  @
+ /  |  @
+ \_/|_/@
+       @
+       @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+  /\   @
+       @
+  __,  @
+ /  |  @
+ \_/|_/@
+       @
+       @@
+227  LATIN SMALL LETTER A WITH TILDE
+  /\/  @
+       @
+  __,  @
+ /  |  @
+ \_/|_/@
+       @
+       @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+ o  o  @
+       @
+  __,  @
+ /  |  @
+ \_/|_/@
+       @
+       @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+       @
+  ()   @
+  __,  @
+ /  |  @
+ \_/|_/@
+       @
+       @@
+230  LATIN SMALL LETTER AE
+        @
+        @
+  __,_  @
+ /  |/  @
+ \_/|__/@
+        @
+        @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+      @
+      @
+  __  @
+ /    @
+ \___/@
+  _)  @
+      @@
+232  LATIN SMALL LETTER E WITH GRAVE
+  \  @
+     @
+  _  @
+ |/  @
+ |__/@
+     @
+     @@
+233  LATIN SMALL LETTER E WITH ACUTE
+  /  @
+     @
+  _  @
+ |/  @
+ |__/@
+     @
+     @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+ /\  @
+     @
+  _  @
+ |/  @
+ |__/@
+     @
+     @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+ o o @
+     @
+  _  @
+ |/  @
+ |__/@
+     @
+     @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ \  @
+    @
+    @
+ |  @
+ |_/@
+    @
+    @@
+237  LATIN SMALL LETTER I WITH ACUTE
+ /  @
+    @
+    @
+ |  @
+ |_/@
+    @
+    @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+ /\ @
+    @
+    @
+ |  @
+ |_/@
+    @
+    @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+ o o @
+     @
+     @
+ |   @
+ |__/@
+     @
+     @@
+240  LATIN SMALL LETTER ETH
+     @
+   \/@
+  _'|@
+ /  |@
+ \_/ @
+     @
+     @@
+241  LATIN SMALL LETTER N WITH TILDE
+   /\/   @
+         @
+  _  _   @
+ / |/ |  @
+ $ |  |_/@
+         @
+         @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  \   @
+      @
+  __  @
+ /  \_@
+ \__/ @
+      @
+      @@
+243  LATIN SMALL LETTER O WITH ACUTE
+   /  @
+      @
+  __  @
+ /  \_@
+ \__/ @
+      @
+      @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+  /\  @
+      @
+  __  @
+ /  \_@
+ \__/ @
+      @
+      @@
+245  LATIN SMALL LETTER O WITH TILDE
+  /\/ @
+      @
+  __  @
+ /  \_@
+ \__/ @
+      @
+      @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+ o  o @
+      @
+  __  @
+ /  \_@
+ \__/ @
+      @
+      @@
+247  DIVISION SIGN
+      @
+      @
+   O  @
+ -----@
+   O  @
+      @
+      @@
+248  LATIN SMALL LETTER O WITH STROKE
+      @
+      @
+  __/ @
+ / /\_@
+ \/_/ @
+ /    @
+      @@
+249  LATIN SMALL LETTER U WITH GRAVE
+   \    @
+        @
+        @
+ |   |  @
+ $\_/|_/@
+        @
+        @@
+250  LATIN SMALL LETTER U WITH ACUTE
+   /    @
+        @
+        @
+ |   |  @
+ $\_/|_/@
+        @
+        @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+   /\   @
+        @
+        @
+ |   |  @
+ $\_/|_/@
+        @
+        @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+ o   o  @
+        @
+        @
+ |   |  @
+ $\_/|_/@
+        @
+        @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+   /   @
+       @
+       @
+ |   | @
+ $\_/|/@
+    /| @
+    \| @@
+254  LATIN SMALL LETTER THORN
+   _   @
+  | |  @
+  | |  @
+  |/ \_@
+  |__/ @
+ /|    @
+ \|    @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+ o   o @
+       @
+       @
+ |   | @
+ $\_/|/@
+    /| @
+    \| @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/shadow.flf b/benchmarks/paper/benchmarks/wapm/fonts/shadow.flf
new file mode 100644
index 000000000..2ec918211
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/shadow.flf
@@ -0,0 +1,1097 @@
+flf2a$ 5 4 16 0 10 0 4992 96
+Shadow by Glenn Chappell 6/93 -- based on Standard & SmShadow
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+ $$@
+ $$@
+ $$@
+ $$@
+ $$@@
+ $|$@
+ $|$@
+ _|$@
+ _)$@
+    @@
+ $| )$@
+ V V$ @
+  $$  @
+  $$  @
+      @@
+   $|  |$  @
+ _  |_ |_|$@
+ _  |_ |_|$@
+   _| _|$  @
+           @@
+   $|$ @
+ $ __)$@
+ \__ \$@
+ (   /$@
+   _|$ @@
+ _)  /$@
+   $/$ @
+  $/$  @
+ _/ _)$@
+       @@
+ $ _ )$  @
+  $_ \ \$@
+ $( `  <$@
+ \___/\/$@
+         @@
+ $)$@
+ /$ @
+ $$ @
+ $$ @
+    @@
+  $/$@
+ $|$ @
+ $|$ @
+ $|$ @
+ \_\$@@
+ \ \$ @
+   $|$@
+   $|$@
+   $|$@
+  _/$ @@
+   $\$  @
+ \    /$@
+ $_  _\$@
+   \/$  @
+        @@
+        @
+   $|$  @
+ _   _|$@
+   _|$  @
+        @@
+    @
+    @
+    @
+ $)$@
+ /$ @@
+        @
+        @
+ _____|$@
+   $$   @
+        @@
+    @
+    @
+    @
+ _)$@
+    @@
+    $/$@
+   $/$ @
+  $/$  @
+ _/$   @
+       @@
+  $_ \$ @
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+ _ |$@
+  $|$@
+  $|$@
+  _|$@
+     @@
+ ___ \$ @
+    ) |$@
+  $__/$ @
+ _____|$@
+        @@
+ ___ /$ @
+   _ \$ @
+    ) |$@
+ ____/$ @
+        @@
+ $|  |$  @
+ $|  |$  @
+ ___ __|$@
+    _|$  @
+         @@
+ $___|$ @
+ $__ \$ @
+    ) |$@
+ ____/$ @
+        @@
+  $/$   @
+ $ _ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+ ___  |$@
+    $/$ @
+   $/$  @
+  _/$   @
+        @@
+ $ _ )$ @
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+  $_ \$ @
+ $(   |$@
+ \__  |$@
+   __/$ @
+        @@
+    @
+ _)$@
+ $$ @
+ _)$@
+    @@
+    @
+ _)$@
+ $$ @
+ $)$@
+ /$ @@
+   $/$@
+  $/$ @
+ \ \$ @
+  \_\$@
+      @@
+        @
+ _____|$@
+ _____|$@
+        @
+        @@
+ \ \$ @
+  \ \$@
+   $/$@
+  _/$ @
+      @@
+ __ \$@
+   $/$@
+  _|$ @
+  _)$ @
+      @@
+   $__ \$ @
+  $/ _` |$@
+ $| (   |$@
+ \ \__,_|$@
+  \____/$ @@
+    $\$   @
+   $_ \$  @
+  $___ \$ @
+ _/    _\$@
+          @@
+ $__ )$ @
+ $__ \$ @
+ $|   |$@
+ ____/$ @
+        @@
+  $___|$@
+ $|$    @
+ $|$    @
+ \____|$@
+        @@
+ $__ \$ @
+ $|   |$@
+ $|   |$@
+ ____/$ @
+        @@
+ $____|$@
+ $__|$  @
+ $|$    @
+ _____|$@
+        @@
+ $____|$@
+ $|$    @
+ $__|$  @
+ _|$    @
+        @@
+  $___|$@
+ $|$    @
+ $|   |$@
+ \____|$@
+        @@
+ $|   |$@
+ $|   |$@
+ $___ |$@
+ _|  _|$@
+        @@
+ _ _|$@
+  $|$ @
+  $|$ @
+ ___|$@
+      @@
+     $|$@
+     $|$@
+ $\   |$@
+ \___/$ @
+        @@
+ $|  /$@
+ $' /$ @
+ $. \$ @
+ _|\_\$@
+       @@
+ $|$    @
+ $|$    @
+ $|$    @
+ _____|$@
+        @@
+ $ \  |$@
+ $|\/ |$@
+ $|   |$@
+ _|  _|$@
+        @@
+ $ \  |$@
+ $  \ |$@
+ $|\  |$@
+ _| \_|$@
+        @@
+  $_ \$ @
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+ $ _ \$ @
+ $|   |$@
+ $___/$ @
+ _|$    @
+        @@
+  $_ \$ @
+ $|   |$@
+ $|   |$@
+ \__\_\$@
+        @@
+ $ _ \$ @
+ $|   |$@
+ $__ <$ @
+ _| \_\$@
+        @@
+  $___|$ @
+ \___ \$ @
+      $|$@
+ _____/$ @
+         @@
+ __ __|$@
+   $|$  @
+   $|$  @
+   _|$  @
+        @@
+ $|   |$@
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+ \ \     /$@
+  \ \   /$ @
+   \ \ /$  @
+    \_/$   @
+           @@
+ \ \        /$@
+  \ \  \   /$ @
+   \ \  \ /$  @
+    \_/\_/$   @
+              @@
+ \ \  /$@
+  \  /$ @
+   $ \$ @
+  _/\_\$@
+        @@
+ \ \   /$@
+  \   /$ @
+    $|$  @
+    _|$  @
+         @@
+ __  /$@
+   $/$ @
+  $/$  @
+ ____|$@
+       @@
+ $_|$@
+ $|$ @
+ $|$ @
+ $|$ @
+ __|$@@
+ \ \$   @
+  \ \$  @
+   \ \$ @
+    \_\$@
+        @@
+ _ |$@
+  $|$@
+  $|$@
+  $|$@
+ __|$@@
+ /\\$@
+  $$ @
+  $$ @
+  $$ @
+     @@
+        @
+        @
+        @
+   $$   @
+ _____|$@@
+ $)$@
+ \|$@
+ $$ @
+ $$ @
+    @@
+        @
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+ $|$    @
+ $__ \$ @
+ $|   |$@
+ _.__/$ @
+        @@
+       @
+  $__|$@
+ $($   @
+ \___|$@
+       @@
+     $|$@
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+       @
+  $_ \$@
+ $ __/$@
+ \___|$@
+       @@
+  $_|$@
+ $|$  @
+ $__|$@
+ _|$  @
+      @@
+        @
+  $_` |$@
+ $(   |$@
+ \__, |$@
+ |___/$ @@
+ $|$    @
+ $__ \$ @
+ $| | |$@
+ _| |_|$@
+        @@
+ _)$@
+ $|$@
+ $|$@
+ _|$@
+    @@
+    _)$@
+    $|$@
+    $|$@
+    $|$@
+ ___/$ @@
+ $|$   @
+ $|  /$@
+ $  <$ @
+ _|\_\$@
+       @@
+ $|$@
+ $|$@
+ $|$@
+ _|$@
+    @@
+            @
+ $__ `__ \$ @
+ $|   |   |$@
+ _|  _|  _|$@
+            @@
+        @
+ $__ \$ @
+ $|   |$@
+ _|  _|$@
+        @@
+        @
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+        @
+ $__ \$ @
+ $|   |$@
+ $.__/$ @
+ _|$    @@
+        @
+  $_` |$@
+ $(   |$@
+ \__, |$@
+     _|$@@
+       @
+ $ __|$@
+ $|$   @
+ _|$   @
+       @@
+       @
+  $__|$@
+ \__ \$@
+ ____/$@
+       @@
+ $|$  @
+ $__|$@
+ $|$  @
+ \__|$@
+      @@
+        @
+ $|   |$@
+ $|   |$@
+ \__,_|$@
+        @@
+         @
+ \ \   /$@
+  \ \ /$ @
+   \_/$  @
+         @@
+            @
+ \ \  \   /$@
+  \ \  \ /$ @
+   \_/\_/$  @
+            @@
+        @
+ \ \  /$@
+  `  <$ @
+  _/\_\$@
+        @@
+        @
+ $|   |$@
+ $|   |$@
+ \__, |$@
+ ____/$ @@
+      @
+ _  /$@
+  $/$ @
+ ___|$@
+      @@
+    $/$@
+   $|$ @
+ < <$  @
+   $|$ @
+   \_\$@@
+ $|$@
+ $|$@
+ $|$@
+ $|$@
+ _|$@@
+ \ \$  @
+   $|$ @
+   ` >$@
+   $|$ @
+  _/$  @@
+ / _/$@
+  $$  @
+  $$  @
+  $$  @
+      @@
+  _) \ _)$@
+   $_ \$  @
+  $___ \$ @
+ _/    _\$@
+          @@
+ _)  _)$@
+  $_ \$ @
+ $|   |$@
+ \___/$ @
+        @@
+ _)  _)$@
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+ _)  _)$@
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+ _)  _)$@
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+ _)  _)$@
+ $|   |$@
+ $|   |$@
+ \__,_|$@
+        @@
+  $_ \$@
+ $|  /$@
+ $|\ \$@
+ $|__/$@
+ _|$   @@
+160  NO-BREAK SPACE
+ $ $@
+ $ $@
+ $ $@
+ $ $@
+ $ $@@
+161  INVERTED EXCLAMATION MARK
+ _)$@
+ $|$@
+ $|$@
+ _|$@
+    @@
+162  CENT SIGN
+   $|$ @
+  $__)$@
+ $($   @
+ \   )$@
+   _|$ @@
+163  POUND SIGN
+    $,_\$ @
+ _  |_$   @
+   $|$    @
+  _,____|$@
+          @@
+164  CURRENCY SIGN
+ \  _  /$@
+  $(   |$@
+  $___ \$@
+ \/    /$@
+         @@
+165  YEN SIGN
+ \ \ /$ @
+ __ __|$@
+ __ __|$@
+   _|$  @
+        @@
+166  BROKEN BAR
+ $|$@
+ _|$@
+    @
+ $|$@
+ _|$@@
+167  SECTION SIGN
+    $_)$@
+  $\ \$ @
+ \ \\ \$@
+  \ \_/$@
+ (__/$  @@
+168  DIAERESIS
+ _)  _)$@
+ $    $ @
+ $    $ @
+ $    $ @
+        @@
+169  COPYRIGHT SIGN
+   $    \$  @
+  $  __| \$ @
+ $  (     |$@
+ \ \___| /$ @
+  \_____/$  @@
+170  FEMININE ORDINAL INDICATOR
+  $_` |$@
+ \__,_|$@
+ _____|$@
+   $$   @
+        @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+   $/ /$@
+  $/ /$ @
+ \ \ \$ @
+  \_\_\$@
+        @@
+172  NOT SIGN
+         @
+ _____ |$@
+      _|$@
+    $$   @
+         @@
+173  SOFT HYPHEN
+        @
+        @
+ _____|$@
+   $$   @
+        @@
+174  REGISTERED SIGN
+   $    \$  @
+  $  _ \ \$ @
+ $     /  |$@
+ \  _|_\ /$ @
+  \_____/$  @@
+175  MACRON
+ _____|$@
+   $$   @
+   $$   @
+   $$   @
+        @@
+176  DEGREE SIGN
+  $ \$ @
+ $(  |$@
+ \__/$ @
+   $$  @
+       @@
+177  PLUS-MINUS SIGN
+   $|$  @
+ _   _|$@
+   _|$  @
+ _____|$@
+        @@
+178  SUPERSCRIPT TWO
+ _  )$@
+  $/$ @
+ ___|$@
+  $$  @
+      @@
+179  SUPERSCRIPT THREE
+ __ /$@
+  _ \$@
+ ___/$@
+  $$  @
+      @@
+180  ACUTE ACCENT
+ _/$@
+ $$ @
+ $$ @
+ $$ @
+    @@
+181  MICRO SIGN
+        @
+ $|   |$@
+ $|   |$@
+ $._,_|$@
+ _|$    @@
+182  PILCROW SIGN
+  $    |$@
+ $(  | |$@
+ \__ | |$@
+    _|_|$@
+         @@
+183  MIDDLE DOT
+    @
+ _)$@
+ $$ @
+ $$ @
+    @@
+184  CEDILLA
+    @
+    @
+    @
+ $$ @
+ _)$@@
+185  SUPERSCRIPT ONE
+ _ |$@
+  $|$@
+  _|$@
+  $$ @
+     @@
+186  MASCULINE ORDINAL INDICATOR
+  $_ \$@
+ \___/$@
+ ____|$@
+   $$  @
+       @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+ \ \ \$ @
+  \ \ \$@
+   $/ /$@
+  _/_/$ @
+        @@
+188  VULGAR FRACTION ONE QUARTER
+ _ |   /$    @
+  $|  / | |$ @
+  _| / __ _|$@
+   _/    _|$ @
+             @@
+189  VULGAR FRACTION ONE HALF
+ _ |   /$   @
+  $|  /_  )$@
+  _| /   /$ @
+   _/  ___|$@
+            @@
+190  VULGAR FRACTION THREE QUARTERS
+ __ /   /$    @
+  _ \  / | |$ @
+ ___/ / __ _|$@
+    _/    _|$ @
+              @@
+191  INVERTED QUESTION MARK
+   _)$ @
+   $|$ @
+  $/$  @
+ \___|$@
+       @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+  \_\$  @
+   $\$  @
+  $_ \$ @
+ _/  _\$@
+        @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+   _/$  @
+   $\$  @
+  $_ \$ @
+ _/  _\$@
+        @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+   /\\$ @
+   $\$  @
+  $_ \$ @
+ _/  _\$@
+        @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+  / _/$ @
+   $\$  @
+  $_ \$ @
+ _/  _\$@
+        @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+  _) \ _)$@
+   $_ \$  @
+  $___ \$ @
+ _/    _\$@
+          @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+    ( )$  @
+   $_ \$  @
+  $___ \$ @
+ _/    _\$@
+          @@
+198  LATIN CAPITAL LETTER AE
+    $ ____|$@
+   $/ __|$  @
+  $__ |$    @
+ _/  _____|$@
+            @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+  $___|$@
+ $|$    @
+ $|$    @
+ \____|$@
+    _)$ @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+  \_\$  @
+ $____|$@
+ $ _|$  @
+ _____|$@
+        @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+   _/$  @
+ $____|$@
+ $ _|$  @
+ _____|$@
+        @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+   /\\$ @
+ $____|$@
+ $ _|_$ @
+ _____|$@
+        @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+ _)  _)$@
+ $____|$@
+ $ _|$  @
+ _____|$@
+        @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+ \_\$ @
+ _ _|$@
+ | |$ @
+ ___|$@
+      @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+  _/$ @
+ _ _|$@
+  $|$ @
+ ___|$@
+      @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+ /\\$ @
+ _ _|$@
+  $|$ @
+ ___|$@
+      @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+ _)  _)$@
+  _ _|$ @
+   $|$  @
+  ___|$ @
+        @@
+208  LATIN CAPITAL LETTER ETH
+    __ \$ @
+    |   |$@
+ __ __| |$@
+   ____/$ @
+          @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+  / _/$@
+ $ \ |$@
+ $.  |$@
+ _|\_|$@
+       @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+  \_\$  @
+  $_ \$ @
+ $|   |$@
+ \___/$ @
+        @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+   _/$  @
+  $_ \$ @
+ $|   |$@
+ \___/$ @
+        @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+   /\\$ @
+  $_ \$ @
+ $|   |$@
+ \___/$ @
+        @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+  / _/$ @
+  $_ \$ @
+ $|   |$@
+ \___/$ @
+        @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+ _)  _)$@
+  $_ \$ @
+ $|   |$@
+ \___/$ @
+        @@
+215  MULTIPLICATION SIGN
+      @
+  \ \$@
+ ,  '$@
+ \/\/$@
+      @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+  $_ /$ @
+ $| / |$@
+ $ /  |$@
+ _/__/$ @
+        @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+  \_\$  @
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+   _/$  @
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+   /\\$ @
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+ _)  _)$@
+ $|   |$@
+ $|   |$@
+ \___/$ @
+        @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+    _/$ @
+ \ \  /$@
+  \  /$ @
+   _|$  @
+        @@
+222  LATIN CAPITAL LETTER THORN
+ $|$    @
+ $ __ \$@
+ $ ___/$@
+ _|$    @
+        @@
+223  LATIN SMALL LETTER SHARP S
+  $_ \$@
+ $|  /$@
+ $|\ \$@
+ $|__/$@
+ _|$   @@
+224  LATIN SMALL LETTER A WITH GRAVE
+  \_\$  @
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+225  LATIN SMALL LETTER A WITH ACUTE
+   _/_$ @
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+   /\\$ @
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+227  LATIN SMALL LETTER A WITH TILDE
+  / _/$ @
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+ _)  _)$@
+  $_` |$@
+ $(   |$@
+ \__,_|$@
+        @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+   ( )$ @
+  $_ '|$@
+ $(   |$@
+ \__,_|$@
+        @@
+230  LATIN SMALL LETTER AE
+           @
+  $_`  _ \$@
+ $(    __/$@
+ \__,____|$@
+           @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+       @
+  $__|$@
+ $($   @
+ \___|$@
+   _)$ @@
+232  LATIN SMALL LETTER E WITH GRAVE
+  \_\$ @
+  $_ \$@
+ $ __/$@
+ \___|$@
+       @@
+233  LATIN SMALL LETTER E WITH ACUTE
+   _/$ @
+  $_ \$@
+ $ __/$@
+ \___|$@
+       @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+  /\\$ @
+  $_ \$@
+ $ __/$@
+ \___|$@
+       @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+ _)  _)$@
+  $_ \$ @
+ $ __/$ @
+ \___|$ @
+        @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ \_\$@
+  $|$@
+  $|$@
+  _|$@
+     @@
+237  LATIN SMALL LETTER I WITH ACUTE
+ _/$@
+ $|$@
+ $|$@
+ _|$@
+    @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+ /\\$@
+ $|$ @
+ $|$ @
+ _|$ @
+     @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+ _)  _)$@
+   $|$  @
+   $|$  @
+   _|$  @
+        @@
+240  LATIN SMALL LETTER ETH
+   `  <$ @
+   \/\ |$@
+  $__` |$@
+ \____/$ @
+         @@
+241  LATIN SMALL LETTER N WITH TILDE
+  / _/$ @
+ $'_ \$ @
+ $|   |$@
+ _|  _|$@
+        @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  \_\$  @
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+243  LATIN SMALL LETTER O WITH ACUTE
+   _/$  @
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+   /\\$ @
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+245  LATIN SMALL LETTER O WITH TILDE
+  / _/$ @
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+ _)  _)$@
+  $_ \$ @
+ $(   |$@
+ \___/$ @
+        @@
+247  DIVISION SIGN
+        @
+   _)$  @
+ _____|$@
+   _)$  @
+        @@
+248  LATIN SMALL LETTER O WITH STROKE
+         @
+  $_ /\$ @
+ $( /  |$@
+ \_/__/$ @
+         @@
+249  LATIN SMALL LETTER U WITH GRAVE
+  \_\$  @
+ $|   |$@
+ $|   |$@
+ \__,_|$@
+        @@
+250  LATIN SMALL LETTER U WITH ACUTE
+   _/$  @
+ $|   |$@
+ $|   |$@
+ \__,_|$@
+        @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+   /\\$ @
+ $|   |$@
+ $|   |$@
+ \__,_|$@
+        @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+ _)  _)$@
+ $|   |$@
+ $|   |$@
+ \__,_|$@
+        @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+   _/$  @
+ $|   |$@
+ $|   |$@
+ \__, |$@
+ ____/$ @@
+254  LATIN SMALL LETTER THORN
+ $|$    @
+ $__ \$ @
+ $|   |$@
+ $.__/$ @
+ _|$    @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+ _)  _)$@
+ $|   |$@
+ $|   |$@
+ \__, |$@
+ ____/$ @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/slant.flf b/benchmarks/paper/benchmarks/wapm/fonts/slant.flf
new file mode 100644
index 000000000..43fe3986e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/slant.flf
@@ -0,0 +1,1295 @@
+flf2a$ 6 5 16 15 10 0 18319 96
+Slant by Glenn Chappell 3/93 -- based on Standard
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+     $$@
+    $$ @
+   $$  @
+  $$   @
+ $$    @
+$$     @@
+    __@
+   / /@
+  / / @
+ /_/  @
+(_)   @
+      @@
+ _ _ @
+( | )@
+|/|/ @
+ $   @
+$    @
+     @@
+     __ __ @
+  __/ // /_@
+ /_  _  __/@
+/_  _  __/ @
+ /_//_/    @
+           @@
+     __@
+   _/ /@
+  / __/@
+ (_  ) @
+/  _/  @
+/_/    @@
+   _   __@
+  (_)_/_/@
+   _/_/  @
+ _/_/_   @
+/_/ (_)  @
+         @@
+   ___   @
+  ( _ )  @
+ / __ \/|@
+/ /_/  < @
+\____/\/ @
+         @@
+  _ @
+ ( )@
+ |/ @
+ $  @
+$   @
+    @@
+     __@
+   _/_/@
+  / /  @
+ / /   @
+/ /    @
+|_|    @@
+     _ @
+    | |@
+    / /@
+   / / @
+ _/_/  @
+/_/    @@
+       @
+  __/|_@
+ |    /@
+/_ __| @
+ |/    @
+       @@
+       @
+    __ @
+ __/ /_@
+/_  __/@
+ /_/   @
+       @@
+   @
+   @
+   @
+ _ @
+( )@
+|/ @@
+       @
+       @
+ ______@
+/_____/@
+  $    @
+       @@
+   @
+   @
+   @
+ _ @
+(_)@
+   @@
+       __@
+     _/_/@
+   _/_/  @
+ _/_/    @
+/_/      @
+         @@
+   ____ @
+  / __ \@
+ / / / /@
+/ /_/ / @
+\____/  @
+        @@
+   ___@
+  <  /@
+  / / @
+ / /  @
+/_/   @
+      @@
+   ___ @
+  |__ \@
+  __/ /@
+ / __/ @
+/____/ @
+       @@
+   _____@
+  |__  /@
+   /_ < @
+ ___/ / @
+/____/  @
+        @@
+   __ __@
+  / // /@
+ / // /_@
+/__  __/@
+  /_/   @
+        @@
+    ______@
+   / ____/@
+  /___ \  @
+ ____/ /  @
+/_____/   @
+          @@
+   _____@
+  / ___/@
+ / __ \ @
+/ /_/ / @
+\____/  @
+        @@
+ _____@
+/__  /@
+  / / @
+ / /  @
+/_/   @
+      @@
+   ____ @
+  ( __ )@
+ / __  |@
+/ /_/ / @
+\____/  @
+        @@
+   ____ @
+  / __ \@
+ / /_/ /@
+ \__, / @
+/____/  @
+        @@
+     @
+   _ @
+  (_)@
+ _   @
+(_)  @
+     @@
+     @
+   _ @
+  (_)@
+ _   @
+( )  @
+|/   @@
+  __@
+ / /@
+/ / @
+\ \ @
+ \_\@
+    @@
+       @
+  _____@
+ /____/@
+/____/ @
+  $    @
+       @@
+__  @
+\ \ @
+ \ \@
+ / /@
+/_/ @
+    @@
+  ___ @
+ /__ \@
+  / _/@
+ /_/  @
+(_)   @
+      @@
+   ______ @
+  / ____ \@
+ / / __ `/@
+/ / /_/ / @
+\ \__,_/  @
+ \____/   @@
+    ___ @
+   /   |@
+  / /| |@
+ / ___ |@
+/_/  |_|@
+        @@
+    ____ @
+   / __ )@
+  / __  |@
+ / /_/ / @
+/_____/  @
+         @@
+   ______@
+  / ____/@
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+/ /___   @
+\____/   @
+         @@
+    ____ @
+   / __ \@
+  / / / /@
+ / /_/ / @
+/_____/  @
+         @@
+    ______@
+   / ____/@
+  / __/   @
+ / /___   @
+/_____/   @
+          @@
+    ______@
+   / ____/@
+  / /_    @
+ / __/    @
+/_/       @
+          @@
+   ______@
+  / ____/@
+ / / __  @
+/ /_/ /  @
+\____/   @
+         @@
+    __  __@
+   / / / /@
+  / /_/ / @
+ / __  /  @
+/_/ /_/   @
+          @@
+    ____@
+   /  _/@
+   / /  @
+ _/ /   @
+/___/   @
+        @@
+       __@
+      / /@
+ __  / / @
+/ /_/ /  @
+\____/   @
+         @@
+    __ __@
+   / //_/@
+  / ,<   @
+ / /| |  @
+/_/ |_|  @
+         @@
+    __ @
+   / / @
+  / /  @
+ / /___@
+/_____/@
+       @@
+    __  ___@
+   /  |/  /@
+  / /|_/ / @
+ / /  / /  @
+/_/  /_/   @
+           @@
+    _   __@
+   / | / /@
+  /  |/ / @
+ / /|  /  @
+/_/ |_/   @
+          @@
+   ____ @
+  / __ \@
+ / / / /@
+/ /_/ / @
+\____/  @
+        @@
+    ____ @
+   / __ \@
+  / /_/ /@
+ / ____/ @
+/_/      @
+         @@
+   ____ @
+  / __ \@
+ / / / /@
+/ /_/ / @
+\___\_\ @
+        @@
+    ____ @
+   / __ \@
+  / /_/ /@
+ / _, _/ @
+/_/ |_|  @
+         @@
+   _____@
+  / ___/@
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+/____/  @
+        @@
+  ______@
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+  / /   @
+ / /    @
+/_/     @
+        @@
+   __  __@
+  / / / /@
+ / / / / @
+/ /_/ /  @
+\____/   @
+         @@
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+| |  / /@
+| | / / @
+| |/ /  @
+|___/   @
+        @@
+ _       __@
+| |     / /@
+| | /| / / @
+| |/ |/ /  @
+|__/|__/   @
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+  / / @
+ / /__@
+/____/@
+      @@
+     ___@
+    / _/@
+   / /  @
+  / /   @
+ / /    @
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+__    @
+\ \   @
+ \ \  @
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+   \_\@
+      @@
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+    /  /@
+    / / @
+   / /  @
+ _/ /   @
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+  //|@
+ |/||@
+  $  @
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+$    @
+     @@
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+       @
+       @
+ ______@
+/_____/@@
+  _ @
+ ( )@
+  V @
+ $  @
+$   @
+    @@
+        @
+  ____ _@
+ / __ `/@
+/ /_/ / @
+\__,_/  @
+        @@
+    __  @
+   / /_ @
+  / __ \@
+ / /_/ /@
+/_.___/ @
+        @@
+       @
+  _____@
+ / ___/@
+/ /__  @
+\___/  @
+       @@
+       __@
+  ____/ /@
+ / __  / @
+/ /_/ /  @
+\__,_/   @
+         @@
+      @
+  ___ @
+ / _ \@
+/  __/@
+\___/ @
+      @@
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+  / /_  @
+ / __/  @
+/_/     @
+        @@
+         @
+   ____ _@
+  / __ `/@
+ / /_/ / @
+ \__, /  @
+/____/   @@
+    __  @
+   / /_ @
+  / __ \@
+ / / / /@
+/_/ /_/ @
+        @@
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+   (_)@
+  / / @
+ / /  @
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+      @@
+       _ @
+      (_)@
+     / / @
+    / /  @
+ __/ /   @
+/___/    @@
+    __  @
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+  / //_/@
+ / ,<   @
+/_/|_|  @
+        @@
+    __@
+   / /@
+  / / @
+ / /  @
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+      @@
+            @
+   ____ ___ @
+  / __ `__ \@
+ / / / / / /@
+/_/ /_/ /_/ @
+            @@
+        @
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+ / / / /@
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+        @@
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+  ____ @
+ / __ \@
+/ /_/ /@
+\____/ @
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+         @
+    ____ @
+   / __ \@
+  / /_/ /@
+ / .___/ @
+/_/      @@
+        @
+  ____ _@
+ / __ `/@
+/ /_/ / @
+\__, /  @
+  /_/   @@
+        @
+   _____@
+  / ___/@
+ / /    @
+/_/     @
+        @@
+        @
+   _____@
+  / ___/@
+ (__  ) @
+/____/  @
+        @@
+   __ @
+  / /_@
+ / __/@
+/ /_  @
+\__/  @
+      @@
+        @
+  __  __@
+ / / / /@
+/ /_/ / @
+\__,_/  @
+        @@
+       @
+ _   __@
+| | / /@
+| |/ / @
+|___/  @
+       @@
+          @
+ _      __@
+| | /| / /@
+| |/ |/ / @
+|__/|__/  @
+          @@
+        @
+   _  __@
+  | |/_/@
+ _>  <  @
+/_/|_|  @
+        @@
+         @
+   __  __@
+  / / / /@
+ / /_/ / @
+ \__, /  @
+/____/   @@
+     @
+ ____@
+/_  /@
+ / /_@
+/___/@
+     @@
+     __@
+   _/_/@
+ _/_/  @
+< <    @
+/ /    @
+\_\    @@
+     __@
+    / /@
+   / / @
+  / /  @
+ / /   @
+/_/    @@
+     _ @
+    | |@
+    / /@
+   _>_>@
+ _/_/  @
+/_/    @@
+  /\//@
+ //\/ @
+  $   @
+ $    @
+$     @
+      @@
+    _  _ @
+   (_)(_)@
+  / _ |  @
+ / __ |  @
+/_/ |_|  @
+         @@
+   _   _ @
+  (_)_(_)@
+ / __ \  @
+/ /_/ /  @
+\____/   @
+         @@
+   _   _ @
+  (_) (_)@
+ / / / / @
+/ /_/ /  @
+\____/   @
+         @@
+   _   _ @
+  (_)_(_)@
+ / __ `/ @
+/ /_/ /  @
+\__,_/   @
+         @@
+   _   _ @
+  (_)_(_)@
+ / __ \  @
+/ /_/ /  @
+\____/   @
+         @@
+   _   _ @
+  (_) (_)@
+ / / / / @
+/ /_/ /  @
+\__,_/   @
+         @@
+     ____ @
+    / __ \@
+   / / / /@
+  / /_| | @
+ / //__/  @
+/_/       @@
+160  NO-BREAK SPACE
+     $$@
+    $$ @
+   $$  @
+  $$   @
+ $$    @
+$$     @@
+161  INVERTED EXCLAMATION MARK
+    _ @
+   (_)@
+  / / @
+ / /  @
+/_/   @
+      @@
+162  CENT SIGN
+     __@
+  __/ /@
+ / ___/@
+/ /__  @
+\  _/  @
+/_/    @@
+163  POUND SIGN
+     ____ @
+    / ,__\@
+ __/ /_   @
+ _/ /___  @
+(_,____/  @
+          @@
+164  CURRENCY SIGN
+    /|___/|@
+   | __  / @
+  / /_/ /  @
+ /___  |   @
+|/   |/    @
+           @@
+165  YEN SIGN
+    ____@
+  _| / /@
+ /_  __/@
+/_  __/ @
+ /_/    @
+        @@
+166  BROKEN BAR
+     __@
+    / /@
+   /_/ @
+  __   @
+ / /   @
+/_/    @@
+167  SECTION SIGN
+     __ @
+   _/ _)@
+  / | | @
+ | || | @
+ | |_/  @
+(__/    @@
+168  DIAERESIS
+  _   _ @
+ (_) (_)@
+  $   $ @
+ $   $  @
+$   $   @
+        @@
+169  COPYRIGHT SIGN
+    ______  @
+   / _____\ @
+  / / ___/ |@
+ / / /__  / @
+|  \___/ /  @
+ \______/   @@
+170  FEMININE ORDINAL INDICATOR
+   ___ _@
+  / _ `/@
+ _\_,_/ @
+/____/  @
+ $      @
+        @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+  ____@
+ / / /@
+/ / / @
+\ \ \ @
+ \_\_\@
+      @@
+172  NOT SIGN
+       @
+ ______@
+/___  /@
+   /_/ @
+ $     @
+       @@
+173  SOFT HYPHEN
+      @
+      @
+ _____@
+/____/@
+  $   @
+      @@
+174  REGISTERED SIGN
+    ______  @
+   / ___  \ @
+  / / _ \  |@
+ / / , _/ / @
+| /_/|_| /  @
+ \______/   @@
+175  MACRON
+ ______@
+/_____/@
+  $    @
+ $     @
+$      @
+       @@
+176  DEGREE SIGN
+  ___ @
+ / _ \@
+/ // /@
+\___/ @
+ $    @
+      @@
+177  PLUS-MINUS SIGN
+      __ @
+   __/ /_@
+  /_  __/@
+ __/_/_  @
+/_____/  @
+         @@
+178  SUPERSCRIPT TWO
+   ___ @
+  |_  |@
+ / __/ @
+/____/ @
+ $     @
+       @@
+179  SUPERSCRIPT THREE
+   ____@
+  |_  /@
+ _/_ < @
+/____/ @
+ $     @
+       @@
+180  ACUTE ACCENT
+  __@
+ /_/@
+  $ @
+ $  @
+$   @
+    @@
+181  MICRO SIGN
+          @
+    __  __@
+   / / / /@
+  / /_/ / @
+ / ._,_/  @
+/_/       @@
+182  PILCROW SIGN
+  _______@
+ / _    /@
+/ (/ / / @
+\_  / /  @
+ /_/_/   @
+         @@
+183  MIDDLE DOT
+   @
+ _ @
+(_)@
+ $ @
+$  @
+   @@
+184  CEDILLA
+   @
+   @
+   @
+   @
+ _ @
+/_)@@
+185  SUPERSCRIPT ONE
+  ___@
+ <  /@
+ / / @
+/_/  @
+$    @
+     @@
+186  MASCULINE ORDINAL INDICATOR
+   ___ @
+  / _ \@
+ _\___/@
+/____/ @
+ $     @
+       @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+____  @
+\ \ \ @
+ \ \ \@
+ / / /@
+/_/_/ @
+      @@
+188  VULGAR FRACTION ONE QUARTER
+  ___   __ @
+ <  / _/_/ @
+ / /_/_/___@
+/_//_// / /@
+ /_/ /_  _/@
+      /_/  @@
+189  VULGAR FRACTION ONE HALF
+  ___   __   @
+ <  / _/_/__ @
+ / /_/_/|_  |@
+/_//_/ / __/ @
+ /_/  /____/ @
+             @@
+190  VULGAR FRACTION THREE QUARTERS
+   ____    __ @
+  |_  /  _/_/ @
+ _/_ < _/_/___@
+/____//_// / /@
+    /_/ /_  _/@
+         /_/  @@
+191  INVERTED QUESTION MARK
+    _ @
+   (_)@
+ _/ / @
+/ _/_ @
+\___/ @
+      @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+    __ @
+   _\_\@
+  / _ |@
+ / __ |@
+/_/ |_|@
+       @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+     __@
+   _/_/@
+  / _ |@
+ / __ |@
+/_/ |_|@
+       @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+     //|@
+   _|/||@
+  / _ | @
+ / __ | @
+/_/ |_| @
+        @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+     /\//@
+   _//\/ @
+  / _ |  @
+ / __ |  @
+/_/ |_|  @
+         @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+    _  _ @
+   (_)(_)@
+  / _ |  @
+ / __ |  @
+/_/ |_|  @
+         @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+    (())@
+   /   |@
+  / /| |@
+ / ___ |@
+/_/  |_|@
+        @@
+198  LATIN CAPITAL LETTER AE
+    __________@
+   /     ____/@
+  / /|  __/   @
+ / __  /___   @
+/_/ /_____/   @
+              @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+   ______@
+  / ____/@
+ / /     @
+/ /___   @
+\____/   @
+ /_)     @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+    __ @
+   _\_\@
+  / __/@
+ / _/  @
+/___/  @
+       @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+     __@
+   _/_/@
+  / __/@
+ / _/  @
+/___/  @
+       @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+     //|@
+   _|/||@
+  / __/ @
+ / _/   @
+/___/   @
+        @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+    _  _ @
+   (_)(_)@
+  / __/  @
+ / _/    @
+/___/    @
+         @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+    __ @
+   _\_\@
+  /  _/@
+ _/ /  @
+/___/  @
+       @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+     __@
+   _/_/@
+  /  _/@
+ _/ /  @
+/___/  @
+       @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+     //|@
+   _|/||@
+  /  _/ @
+ _/ /   @
+/___/   @
+        @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+    _  _ @
+   (_)(_)@
+  /  _/  @
+ _/ /    @
+/___/    @
+         @@
+208  LATIN CAPITAL LETTER ETH
+     ____ @
+    / __ \@
+ __/ /_/ /@
+/_  __/ / @
+ /_____/  @
+          @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+     /\//@
+   _//\/ @
+  / |/ / @
+ /    /  @
+/_/|_/   @
+         @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+    __ @
+  __\_\@
+ / __ \@
+/ /_/ /@
+\____/ @
+       @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+     __@
+  __/_/@
+ / __ \@
+/ /_/ /@
+\____/ @
+       @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+    //|@
+  _|/||@
+ / __ \@
+/ /_/ /@
+\____/ @
+       @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+    /\//@
+  _//\/ @
+ / __ \ @
+/ /_/ / @
+\____/  @
+        @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+   _   _ @
+  (_)_(_)@
+ / __ \  @
+/ /_/ /  @
+\____/   @
+         @@
+215  MULTIPLICATION SIGN
+     @
+     @
+ /|/|@
+ > < @
+|/|/ @
+     @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+   _____ @
+  / _// \@
+ / //// /@
+/ //// / @
+\_//__/  @
+         @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+    __  @
+  __\_\_@
+ / / / /@
+/ /_/ / @
+\____/  @
+        @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+     __ @
+  __/_/_@
+ / / / /@
+/ /_/ / @
+\____/  @
+        @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+    //| @
+  _|/||_@
+ / / / /@
+/ /_/ / @
+\____/  @
+        @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+   _   _ @
+  (_) (_)@
+ / / / / @
+/ /_/ /  @
+\____/   @
+         @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+   __ @
+__/_/_@
+\ \/ /@
+ \  / @
+ /_/  @
+      @@
+222  LATIN CAPITAL LETTER THORN
+    __  @
+   / /_ @
+  / __ \@
+ / ____/@
+/_/     @
+        @@
+223  LATIN SMALL LETTER SHARP S
+     ____ @
+    / __ \@
+   / / / /@
+  / /_| | @
+ / //__/  @
+/_/       @@
+224  LATIN SMALL LETTER A WITH GRAVE
+    __  @
+  __\_\_@
+ / __ `/@
+/ /_/ / @
+\__,_/  @
+        @@
+225  LATIN SMALL LETTER A WITH ACUTE
+     __ @
+  __/_/_@
+ / __ `/@
+/ /_/ / @
+\__,_/  @
+        @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+    //| @
+  _|/||_@
+ / __ `/@
+/ /_/ / @
+\__,_/  @
+        @@
+227  LATIN SMALL LETTER A WITH TILDE
+    /\//@
+  _//\/_@
+ / __ `/@
+/ /_/ / @
+\__,_/  @
+        @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+   _   _ @
+  (_)_(_)@
+ / __ `/ @
+/ /_/ /  @
+\__,_/   @
+         @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+     __ @
+  __(())@
+ / __ `/@
+/ /_/ / @
+\__,_/  @
+        @@
+230  LATIN SMALL LETTER AE
+           @
+  ____ ___ @
+ / __ ` _ \@
+/ /_/   __/@
+\__,_____/ @
+           @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+       @
+  _____@
+ / ___/@
+/ /__  @
+\___/  @
+/_)    @@
+232  LATIN SMALL LETTER E WITH GRAVE
+   __ @
+  _\_\@
+ / _ \@
+/  __/@
+\___/ @
+      @@
+233  LATIN SMALL LETTER E WITH ACUTE
+    __@
+  _/_/@
+ / _ \@
+/  __/@
+\___/ @
+      @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+    //|@
+  _|/||@
+ / _ \ @
+/  __/ @
+\___/  @
+       @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+   _  _ @
+  (_)(_)@
+ / _ \  @
+/  __/  @
+\___/   @
+        @@
+236  LATIN SMALL LETTER I WITH GRAVE
+   __ @
+   \_\@
+  / / @
+ / /  @
+/_/   @
+      @@
+237  LATIN SMALL LETTER I WITH ACUTE
+    __@
+   /_/@
+  / / @
+ / /  @
+/_/   @
+      @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+    //|@
+   |/||@
+  / /  @
+ / /   @
+/_/    @
+       @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / /   @
+ / /    @
+/_/     @
+        @@
+240  LATIN SMALL LETTER ETH
+     || @
+    =||=@
+ ___ || @
+/ __` | @
+\____/  @
+        @@
+241  LATIN SMALL LETTER N WITH TILDE
+     /\//@
+   _//\/ @
+  / __ \ @
+ / / / / @
+/_/ /_/  @
+         @@
+242  LATIN SMALL LETTER O WITH GRAVE
+    __ @
+  __\_\@
+ / __ \@
+/ /_/ /@
+\____/ @
+       @@
+243  LATIN SMALL LETTER O WITH ACUTE
+     __@
+  __/_/@
+ / __ \@
+/ /_/ /@
+\____/ @
+       @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+    //|@
+  _|/||@
+ / __ \@
+/ /_/ /@
+\____/ @
+       @@
+245  LATIN SMALL LETTER O WITH TILDE
+    /\//@
+  _//\/ @
+ / __ \ @
+/ /_/ / @
+\____/  @
+        @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+   _   _ @
+  (_)_(_)@
+ / __ \  @
+/ /_/ /  @
+\____/   @
+         @@
+247  DIVISION SIGN
+       @
+    _  @
+ __(_)_@
+/_____/@
+ (_)   @
+       @@
+248  LATIN SMALL LETTER O WITH STROKE
+        @
+  _____ @
+ / _// \@
+/ //// /@
+\_//__/ @
+        @@
+249  LATIN SMALL LETTER U WITH GRAVE
+    __  @
+  __\_\_@
+ / / / /@
+/ /_/ / @
+\__,_/  @
+        @@
+250  LATIN SMALL LETTER U WITH ACUTE
+     __ @
+  __/_/_@
+ / / / /@
+/ /_/ / @
+\__,_/  @
+        @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+    //| @
+  _|/||_@
+ / / / /@
+/ /_/ / @
+\__,_/  @
+        @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+   _   _ @
+  (_) (_)@
+ / / / / @
+/ /_/ /  @
+\__,_/   @
+         @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+      __ @
+   __/_/_@
+  / / / /@
+ / /_/ / @
+ \__, /  @
+/____/   @@
+254  LATIN SMALL LETTER THORN
+     __  @
+    / /_ @
+   / __ \@
+  / /_/ /@
+ / .___/ @
+/_/      @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+    _   _ @
+   (_) (_)@
+  / / / / @
+ / /_/ /  @
+ \__, /   @
+/____/    @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/small.flf b/benchmarks/paper/benchmarks/wapm/fonts/small.flf
new file mode 100644
index 000000000..c6b5bfcde
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/small.flf
@@ -0,0 +1,1097 @@
+flf2a$ 5 4 13 15 10 0 22415 96
+Small by Glenn Chappell 4/93 -- based on Standard
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+ $@
+ $@
+ $@
+ $@
+ $@@
+  _ @
+ | |@
+ |_|@
+ (_)@
+    @@
+  _ _ @
+ ( | )@
+  V V @
+   $  @
+      @@
+    _ _   @
+  _| | |_ @
+ |_  .  _|@
+ |_     _|@
+   |_|_|  @@
+     @
+  ||_@
+ (_-<@
+ / _/@
+  || @@
+  _  __ @
+ (_)/ / @
+   / /_ @
+  /_/(_)@
+        @@
+  __     @
+ / _|___ @
+ > _|_ _|@
+ \_____| @
+         @@
+  _ @
+ ( )@
+ |/ @
+  $ @
+    @@
+   __@
+  / /@
+ | | @
+ | | @
+  \_\@@
+ __  @
+ \ \ @
+  | |@
+  | |@
+ /_/ @@
+     @
+ _/\_@
+ >  <@
+  \/ @
+     @@
+    _   @
+  _| |_ @
+ |_   _|@
+   |_|  @
+        @@
+    @
+    @
+  _ @
+ ( )@
+ |/ @@
+      @
+  ___ @
+ |___|@
+   $  @
+      @@
+    @
+    @
+  _ @
+ (_)@
+    @@
+    __@
+   / /@
+  / / @
+ /_/  @
+      @@
+   __  @
+  /  \ @
+ | () |@
+  \__/ @
+       @@
+  _ @
+ / |@
+ | |@
+ |_|@
+    @@
+  ___ @
+ |_  )@
+  / / @
+ /___|@
+      @@
+  ____@
+ |__ /@
+  |_ \@
+ |___/@
+      @@
+  _ _  @
+ | | | @
+ |_  _|@
+   |_| @
+       @@
+  ___ @
+ | __|@
+ |__ \@
+ |___/@
+      @@
+   __ @
+  / / @
+ / _ \@
+ \___/@
+      @@
+  ____ @
+ |__  |@
+   / / @
+  /_/  @
+       @@
+  ___ @
+ ( _ )@
+ / _ \@
+ \___/@
+      @@
+  ___ @
+ / _ \@
+ \_, /@
+  /_/ @
+      @@
+  _ @
+ (_)@
+  _ @
+ (_)@
+    @@
+  _ @
+ (_)@
+  _ @
+ ( )@
+ |/ @@
+   __@
+  / /@
+ < < @
+  \_\@
+     @@
+      @
+  ___ @
+ |___|@
+ |___|@
+      @@
+ __  @
+ \ \ @
+  > >@
+ /_/ @
+     @@
+  ___ @
+ |__ \@
+   /_/@
+  (_) @
+      @@
+   ____  @
+  / __ \ @
+ / / _` |@
+ \ \__,_|@
+  \____/ @@
+    _   @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+  ___ @
+ | _ )@
+ | _ \@
+ |___/@
+      @@
+   ___ @
+  / __|@
+ | (__ @
+  \___|@
+       @@
+  ___  @
+ |   \ @
+ | |) |@
+ |___/ @
+       @@
+  ___ @
+ | __|@
+ | _| @
+ |___|@
+      @@
+  ___ @
+ | __|@
+ | _| @
+ |_|  @
+      @@
+   ___ @
+  / __|@
+ | (_ |@
+  \___|@
+       @@
+  _  _ @
+ | || |@
+ | __ |@
+ |_||_|@
+       @@
+  ___ @
+ |_ _|@
+  | | @
+ |___|@
+      @@
+     _ @
+  _ | |@
+ | || |@
+  \__/ @
+       @@
+  _  __@
+ | |/ /@
+ | ' < @
+ |_|\_\@
+       @@
+  _    @
+ | |   @
+ | |__ @
+ |____|@
+       @@
+  __  __ @
+ |  \/  |@
+ | |\/| |@
+ |_|  |_|@
+         @@
+  _  _ @
+ | \| |@
+ | .` |@
+ |_|\_|@
+       @@
+   ___  @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+  ___ @
+ | _ \@
+ |  _/@
+ |_|  @
+      @@
+   ___  @
+  / _ \ @
+ | (_) |@
+  \__\_\@
+        @@
+  ___ @
+ | _ \@
+ |   /@
+ |_|_\@
+      @@
+  ___ @
+ / __|@
+ \__ \@
+ |___/@
+      @@
+  _____ @
+ |_   _|@
+   | |  @
+   |_|  @
+        @@
+  _   _ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+ __   __@
+ \ \ / /@
+  \ V / @
+   \_/  @
+        @@
+ __      __@
+ \ \    / /@
+  \ \/\/ / @
+   \_/\_/  @
+           @@
+ __  __@
+ \ \/ /@
+  >  < @
+ /_/\_\@
+       @@
+ __   __@
+ \ \ / /@
+  \ V / @
+   |_|  @
+        @@
+  ____@
+ |_  /@
+  / / @
+ /___|@
+      @@
+  __ @
+ | _|@
+ | | @
+ | | @
+ |__|@@
+ __   @
+ \ \  @
+  \ \ @
+   \_\@
+      @@
+  __ @
+ |_ |@
+  | |@
+  | |@
+ |__|@@
+  /\ @
+ |/\|@
+   $ @
+   $ @
+     @@
+      @
+      @
+      @
+  ___ @
+ |___|@@
+  _ @
+ ( )@
+  \|@
+  $ @
+    @@
+       @
+  __ _ @
+ / _` |@
+ \__,_|@
+       @@
+  _    @
+ | |__ @
+ | '_ \@
+ |_.__/@
+       @@
+     @
+  __ @
+ / _|@
+ \__|@
+     @@
+     _ @
+  __| |@
+ / _` |@
+ \__,_|@
+       @@
+      @
+  ___ @
+ / -_)@
+ \___|@
+      @@
+   __ @
+  / _|@
+ |  _|@
+ |_|  @
+      @@
+       @
+  __ _ @
+ / _` |@
+ \__, |@
+ |___/ @@
+  _    @
+ | |_  @
+ | ' \ @
+ |_||_|@
+       @@
+  _ @
+ (_)@
+ | |@
+ |_|@
+    @@
+    _ @
+   (_)@
+   | |@
+  _/ |@
+ |__/ @@
+  _   @
+ | |__@
+ | / /@
+ |_\_\@
+      @@
+  _ @
+ | |@
+ | |@
+ |_|@
+    @@
+        @
+  _ __  @
+ | '  \ @
+ |_|_|_|@
+        @@
+       @
+  _ _  @
+ | ' \ @
+ |_||_|@
+       @@
+      @
+  ___ @
+ / _ \@
+ \___/@
+      @@
+       @
+  _ __ @
+ | '_ \@
+ | .__/@
+ |_|   @@
+       @
+  __ _ @
+ / _` |@
+ \__, |@
+    |_|@@
+      @
+  _ _ @
+ | '_|@
+ |_|  @
+      @@
+     @
+  ___@
+ (_-<@
+ /__/@
+     @@
+  _   @
+ | |_ @
+ |  _|@
+  \__|@
+      @@
+       @
+  _  _ @
+ | || |@
+  \_,_|@
+       @@
+      @
+ __ __@
+ \ V /@
+  \_/ @
+      @@
+         @
+ __ __ __@
+ \ V  V /@
+  \_/\_/ @
+         @@
+      @
+ __ __@
+ \ \ /@
+ /_\_\@
+      @@
+       @
+  _  _ @
+ | || |@
+  \_, |@
+  |__/ @@
+     @
+  ___@
+ |_ /@
+ /__|@
+     @@
+    __@
+   / /@
+ _| | @
+  | | @
+   \_\@@
+  _ @
+ | |@
+ | |@
+ | |@
+ |_|@@
+ __   @
+ \ \  @
+  | |_@
+  | | @
+ /_/  @@
+  /\/|@
+ |/\/ @
+   $  @
+   $  @
+      @@
+  _  _ @
+ (_)(_)@
+  /--\ @
+ /_/\_\@
+       @@
+  _  _ @
+ (_)(_)@
+ / __ \@
+ \____/@
+       @@
+  _   _ @
+ (_) (_)@
+ | |_| |@
+  \___/ @
+        @@
+  _  _ @
+ (_)(_)@
+ / _` |@
+ \__,_|@
+       @@
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+  \___/ @
+        @@
+  _  _ @
+ (_)(_)@
+ | || |@
+  \_,_|@
+       @@
+   ___ @
+  / _ \@
+ | |< <@
+ | ||_/@
+ |_|   @@
+160  NO-BREAK SPACE
+ $@
+ $@
+ $@
+ $@
+ $@@
+161  INVERTED EXCLAMATION MARK
+  _ @
+ (_)@
+ | |@
+ |_|@
+    @@
+162  CENT SIGN
+     @
+  || @
+ / _)@
+ \ _)@
+  || @@
+163  POUND SIGN
+    __  @
+  _/ _\ @
+ |_ _|_ @
+ (_,___|@
+        @@
+164  CURRENCY SIGN
+ /\_/\@
+ \ . /@
+ / _ \@
+ \/ \/@
+      @@
+165  YEN SIGN
+  __ __ @
+  \ V / @
+ |__ __|@
+ |__ __|@
+   |_|  @@
+166  BROKEN BAR
+  _ @
+ | |@
+ |_|@
+ | |@
+ |_|@@
+167  SECTION SIGN
+    __ @
+   / _)@
+  /\ \ @
+  \ \/ @
+ (__/  @@
+168  DIAERESIS
+  _  _ @
+ (_)(_)@
+  $  $ @
+  $  $ @
+       @@
+169  COPYRIGHT SIGN
+   ____  @
+  / __ \ @
+ / / _| \@
+ \ \__| /@
+  \____/ @@
+170  FEMININE ORDINAL INDICATOR
+  __ _ @
+ / _` |@
+ \__,_|@
+ |____|@
+       @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+   ____@
+  / / /@
+ < < < @
+  \_\_\@
+       @@
+172  NOT SIGN
+  ____ @
+ |__  |@
+    |_|@
+   $   @
+       @@
+173  SOFT HYPHEN
+     @
+  __ @
+ |__|@
+   $ @
+     @@
+174  REGISTERED SIGN
+   ____  @
+  / __ \ @
+ / | -) \@
+ \ ||\\ /@
+  \____/ @@
+175  MACRON
+  ___ @
+ |___|@
+   $  @
+   $  @
+      @@
+176  DEGREE SIGN
+  _ @
+ /.\@
+ \_/@
+  $ @
+    @@
+177  PLUS-MINUS SIGN
+    _   @
+  _| |_ @
+ |_   _|@
+  _|_|_ @
+ |_____|@@
+178  SUPERSCRIPT TWO
+  __ @
+ |_ )@
+ /__|@
+   $ @
+     @@
+179  SUPERSCRIPT THREE
+  ___@
+ |_ /@
+ |__)@
+   $ @
+     @@
+180  ACUTE ACCENT
+  __@
+ /_/@
+  $ @
+  $ @
+    @@
+181  MICRO SIGN
+       @
+  _  _ @
+ | || |@
+ | .,_|@
+ |_|   @@
+182  PILCROW SIGN
+  ____ @
+ /    |@
+ \_ | |@
+  |_|_|@
+       @@
+183  MIDDLE DOT
+    @
+  _ @
+ (_)@
+  $ @
+    @@
+184  CEDILLA
+    @
+    @
+    @
+  _ @
+ )_)@@
+185  SUPERSCRIPT ONE
+  _ @
+ / |@
+ |_|@
+  $ @
+    @@
+186  MASCULINE ORDINAL INDICATOR
+  ___ @
+ / _ \@
+ \___/@
+ |___|@
+      @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+ ____  @
+ \ \ \ @
+  > > >@
+ /_/_/ @
+       @@
+188  VULGAR FRACTION ONE QUARTER
+  _  __   @
+ / |/ /__ @
+ |_/ /_' |@
+  /_/  |_|@
+          @@
+189  VULGAR FRACTION ONE HALF
+  _  __  @
+ / |/ /_ @
+ |_/ /_ )@
+  /_//__|@
+         @@
+190  VULGAR FRACTION THREE QUARTERS
+  ___ __   @
+ |_ // /__ @
+ |__) /_' |@
+   /_/  |_|@
+           @@
+191  INVERTED QUESTION MARK
+   _  @
+  (_) @
+ / /_ @
+ \___|@
+      @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+  __   @
+  \_\  @
+  /--\ @
+ /_/\_\@
+       @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+    __ @
+   /_/ @
+  /--\ @
+ /_/\_\@
+       @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+   /\  @
+  |/\| @
+  /--\ @
+ /_/\_\@
+       @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+   /\/|@
+  |/\/ @
+  /--\ @
+ /_/\_\@
+       @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+  /--\ @
+ /_/\_\@
+       @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+   __  @
+  (()) @
+  /--\ @
+ /_/\_\@
+       @@
+198  LATIN CAPITAL LETTER AE
+    ____ @
+   /, __|@
+  / _ _| @
+ /_/|___|@
+         @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+   ___ @
+  / __|@
+ | (__ @
+  \___|@
+   )_) @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+  __ @
+  \_\@
+ | -<@
+ |__<@
+     @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+   __@
+  /_/@
+ | -<@
+ |__<@
+     @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+  /\ @
+ |/\|@
+ | -<@
+ |__<@
+     @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+  | -< @
+  |__< @
+       @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+  __  @
+  \_\ @
+ |_ _|@
+ |___|@
+      @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+   __ @
+  /_/ @
+ |_ _|@
+ |___|@
+      @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+  //\ @
+ |/_\|@
+ |_ _|@
+ |___|@
+      @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  |_ _| @
+  |___| @
+        @@
+208  LATIN CAPITAL LETTER ETH
+   ____  @
+  | __ \ @
+ |_ _|) |@
+  |____/ @
+         @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+   /\/|@
+  |/\/ @
+ | \| |@
+ |_|\_|@
+       @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+  __   @
+  \_\_ @
+ / __ \@
+ \____/@
+       @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+    __ @
+  _/_/ @
+ / __ \@
+ \____/@
+       @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+   /\  @
+  |/\| @
+ / __ \@
+ \____/@
+       @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+   /\/|@
+  |/\/ @
+ / __ \@
+ \____/@
+       @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+ / __ \@
+ \____/@
+       @@
+215  MULTIPLICATION SIGN
+     @
+ /\/\@
+ >  <@
+ \/\/@
+     @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+   ____  @
+  / _//\ @
+ | (//) |@
+  \//__/ @
+         @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+   __   @
+  _\_\_ @
+ | |_| |@
+  \___/ @
+        @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+    __  @
+  _/_/_ @
+ | |_| |@
+  \___/ @
+        @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+   //\  @
+  |/ \| @
+ | |_| |@
+  \___/ @
+        @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+  _   _ @
+ (_) (_)@
+ | |_| |@
+  \___/ @
+        @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+   __ @
+ _/_/_@
+ \ V /@
+  |_| @
+      @@
+222  LATIN CAPITAL LETTER THORN
+  _   @
+ | |_ @
+ | -_)@
+ |_|  @
+      @@
+223  LATIN SMALL LETTER SHARP S
+   ___ @
+  / _ \@
+ | |< <@
+ | ||_/@
+ |_|   @@
+224  LATIN SMALL LETTER A WITH GRAVE
+  __   @
+  \_\_ @
+ / _` |@
+ \__,_|@
+       @@
+225  LATIN SMALL LETTER A WITH ACUTE
+    __ @
+  _/_/ @
+ / _` |@
+ \__,_|@
+       @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+   /\  @
+  |/\| @
+ / _` |@
+ \__,_|@
+       @@
+227  LATIN SMALL LETTER A WITH TILDE
+   /\/|@
+  |/\/ @
+ / _` |@
+ \__,_|@
+       @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+ / _` |@
+ \__,_|@
+       @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+   __  @
+  (()) @
+ / _` |@
+ \__,_|@
+       @@
+230  LATIN SMALL LETTER AE
+         @
+  __ ___ @
+ / _` -_)@
+ \__,___|@
+         @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+     @
+  __ @
+ / _|@
+ \__|@
+  )_)@@
+232  LATIN SMALL LETTER E WITH GRAVE
+  __  @
+  \_\ @
+ / -_)@
+ \___|@
+      @@
+233  LATIN SMALL LETTER E WITH ACUTE
+   __ @
+  /_/ @
+ / -_)@
+ \___|@
+      @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+  //\ @
+ |/_\|@
+ / -_)@
+ \___|@
+      @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / -_) @
+  \___| @
+        @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ __ @
+ \_\@
+ | |@
+ |_|@
+    @@
+237  LATIN SMALL LETTER I WITH ACUTE
+  __@
+ /_/@
+ | |@
+ |_|@
+    @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+  //\ @
+ |/_\|@
+  | | @
+  |_| @
+      @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+   | |  @
+   |_|  @
+        @@
+240  LATIN SMALL LETTER ETH
+  \\/\ @
+  \/\\ @
+ / _` |@
+ \___/ @
+       @@
+241  LATIN SMALL LETTER N WITH TILDE
+  /\/| @
+ |/\/  @
+ | ' \ @
+ |_||_|@
+       @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  __  @
+  \_\ @
+ / _ \@
+ \___/@
+      @@
+243  LATIN SMALL LETTER O WITH ACUTE
+   __ @
+  /_/ @
+ / _ \@
+ \___/@
+      @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+  //\ @
+ |/_\|@
+ / _ \@
+ \___/@
+      @@
+245  LATIN SMALL LETTER O WITH TILDE
+  /\/|@
+ |/\/ @
+ / _ \@
+ \___/@
+      @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+  \___/ @
+        @@
+247  DIVISION SIGN
+   _  @
+  (_) @
+ |___|@
+  (_) @
+      @@
+248  LATIN SMALL LETTER O WITH STROKE
+      @
+  ___ @
+ / //\@
+ \//_/@
+      @@
+249  LATIN SMALL LETTER U WITH GRAVE
+  __   @
+  \_\_ @
+ | || |@
+  \_,_|@
+       @@
+250  LATIN SMALL LETTER U WITH ACUTE
+    __ @
+  _/_/ @
+ | || |@
+  \_,_|@
+       @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+   /\  @
+  |/\| @
+ | || |@
+  \_,_|@
+       @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+ | || |@
+  \_,_|@
+       @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+    __ @
+  _/_/ @
+ | || |@
+  \_, |@
+  |__/ @@
+254  LATIN SMALL LETTER THORN
+  _    @
+ | |__ @
+ | '_ \@
+ | .__/@
+ |_|   @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+ | || |@
+  \_, |@
+  |__/ @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/smscript.flf b/benchmarks/paper/benchmarks/wapm/fonts/smscript.flf
new file mode 100644
index 000000000..32a8a39da
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/smscript.flf
@@ -0,0 +1,1097 @@
+flf2a$ 5 4 13 0 10 0 3904 96
+SmScript by Glenn Chappell 4/93 -- based on Script
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+$ $@
+$ $@
+$ $@
+$ $@
+$ $@@
+  @
+ |@
+ |@
+ o@
+  @@
+ oo@
+ ||@
+  $@
+  $@
+   @@
+      @
+ _|_|_@
+ _|_|_@
+  | | @
+      @@
+      @
+  |_|_@
+ (|_| @
+ _|_|)@
+  | | @@
+      @
+ () / @
+   /  @
+  / ()@
+      @@
+    @
+ () @
+ /\/@
+ \/\@
+    @@
+ o@
+ /@
+ $@
+ $@
+  @@
+   @
+  /@
+ | @
+ | @
+  \@@
+   @
+ \ @
+  |@
+  |@
+ / @@
+      @
+  \|/ @
+ --*--@
+  /|\ @
+      @@
+      @
+   |  @
+ --+--@
+   |  @
+      @@
+  @
+  @
+  @
+ o@
+ /@@
+     @
+     @
+ ----@
+   $ @
+     @@
+  @
+  @
+  @
+ o@
+  @@
+    @
+   /@
+  / @
+ /  @
+    @@
+   _  @
+  / \ @
+ |   |@
+  \_/ @
+      @@
+  ,@
+ /|@
+  |@
+  |@
+   @@
+  _ @
+ / )@
+  / @
+ /__@
+    @@
+ ____@
+  __/@
+  $ \@
+ \__/@
+     @@
+      @
+ |  | @
+ |__|_@
+    | @
+      @@
+  ___@
+ |__ @
+  $ \@
+ \__/@
+     @@
+   _ @
+  /_ @
+ |/ \@
+  \_/@
+     @@
+ ____@
+   $/@
+   / @
+  /  @
+     @@
+  __ @
+ (__)@
+ /  \@
+ \__/@
+     @@
+  __ @
+ /  |@
+ \_/|@
+    |@
+     @@
+  @
+ o@
+ $@
+ o@
+  @@
+  @
+ o@
+ $@
+ o@
+ /@@
+   @
+  /@
+ < @
+  \@
+   @@
+     @
+ ____@
+ ____@
+   $ @
+     @@
+   @
+ \ @
+  >@
+ / @
+   @@
+ __ @
+   )@
+  | @
+  o @
+    @@
+   ____  @
+  / __,\ @
+ | /  | |@
+ | \_/|/ @
+  \____/ @@
+   __,  @
+  /  |  @
+ |   |  @
+  \_/\_/@
+        @@
+  , _ @
+ /|/_)@
+  |  \@
+  |(_/@
+      @@
+   __$ @
+  / () @
+ |  $  @
+  \___/@
+       @@
+ $___  @
+ (|  \ @
+  |   |@
+ (\__/ @
+       @@
+  __$ @
+ / () @
+ >-$  @
+ \___/@
+      @@
+ $_____@
+ () |_$@
+   /| |@
+  (/   @
+       @@
+      @
+  () |@
+  /\/|@
+ /(_/ @
+      @@
+  ,    @
+ /|  | @
+  |--| @
+  |  |)@
+       @@
+      @
+   |\ @
+ _ |/ @
+ \_/\/@
+      @@
+     @
+  /| @
+ | | @
+  \|/@
+  (| @@
+  ,  , @
+ /|_/  @
+  |\   @
+  | \_/@
+       @@
+   $   @
+ \_|)  @
+   |   @
+  (\__/@
+       @@
+  ,_ _   @
+ /| | |  @
+  | | |  @
+  | | |_/@
+         @@
+  ,     @
+ /|/\   @
+  |  |  @
+  |  |_/@
+        @@
+   __  @
+  /\_\/@
+ |    |@
+  \__/ @
+       @@
+  , _ @
+ /|/ \@
+  |__/@
+  |  $@
+      @@
+   __    @
+  /__\   @
+ |/  \|  @
+  \__/\_/@
+         @@
+  , _  @
+ /|/ \ @
+  |__/ @
+  | \_/@
+       @@
+     @
+  () @
+  /\ @
+ /(_)@
+     @@
+ $_____@
+ () |  @
+   $|  @
+  (/   @
+       @@
+         @
+ (|   |  @
+  |   |  @
+   \_/\_/@
+         @@
+        @
+ (|  |_/@
+  |  |  @
+   \/   @
+        @@
+           @
+ (|  |  |_/@
+  |  |  |  @
+   \/ \/   @
+           @@
+        @
+ (\  /  @
+   ><   @
+ _/  \_/@
+        @@
+       @
+ (|  | @
+  |  | @
+   \/|/@
+    (| @@
+  _  @
+ / ) @
+  /  @
+ /__/@
+  (| @@
+  _@
+ | @
+ | @
+ | @
+ |_@@
+    @
+ \  @
+  \ @
+   \@
+    @@
+ _ @
+  |@
+  |@
+  |@
+ _|@@
+ /\@
+  $@
+  $@
+  $@
+   @@
+     @
+     @
+     @
+   $ @
+ ____@@
+ o@
+ \@
+ $@
+ $@
+  @@
+      @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+     @
+ |)  @
+ |/\_@
+  \/ @
+     @@
+     @
+  _  @
+ /   @
+ \__/@
+     @@
+      @
+  _|  @
+ / |  @
+ \/|_/@
+      @@
+    @
+  _ @
+ |/ @
+ |_/@
+    @@
+    @
+ |\ @
+ |/ @
+ |_/@
+ |) @@
+     @
+  _, @
+ / | @
+ \/|/@
+  (| @@
+      @
+ |)   @
+ |/\  @
+ |  |/@
+      @@
+   @
+ o @
+ | @
+ |/@
+   @@
+    @
+  o @
+  | @
+  |/@
+ (| @@
+     @
+ |)  @
+ |/) @
+ | \/@
+     @@
+    @
+ |\ @
+ |/ @
+ |_/@
+    @@
+         @
+         @
+ /|/|/|  @
+ $| | |_/@
+         @@
+       @
+       @
+ /|/|  @
+ $| |_/@
+       @@
+     @
+  _  @
+ / \_@
+ \_/ @
+     @@
+      @
+      @
+  |/\_@
+  |_/ @
+ (|   @@
+      @
+  _,  @
+ / |  @
+ \/|_/@
+   |) @@
+      @
+  ,_  @
+ /  | @
+ $  |/@
+      @@
+     @
+  ,  @
+ / \_@
+ $\/ @
+     @@
+     @
+ _|_ @
+  |  @
+  |_/@
+     @@
+       @
+       @
+ |  |  @
+ $\/|_/@
+       @@
+      @
+      @
+ |  |_@
+ $\/  @
+      @@
+         @
+         @
+ |  |  |_@
+ $\/ \/  @
+         @@
+     @
+     @
+ /\/ @
+ $/\/@
+     @@
+      @
+      @
+ |  | @
+ $\/|/@
+   (| @@
+      @
+  __  @
+ / / _@
+ $/_/ @
+   (| @@
+    @
+   /@
+ _| @
+  | @
+   \@@
+ |@
+ |@
+ |@
+ |@
+ |@@
+    @
+ \  @
+  |_@
+  | @
+ /  @@
+ /\/@
+  $ @
+  $ @
+  $ @
+    @@
+ o  o  @
+  __,  @
+ /  |  @
+ \_/\_/@
+       @@
+ o  o @
+  __  @
+ /\_\/@
+ \__/ @
+      @@
+   /\/   @
+         @
+ (|   |  @
+   \_/\_/@
+         @@
+ o o  @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+ o o @
+  _  @
+ / \_@
+ \_/ @
+     @@
+ o  o  @
+       @
+ |  |  @
+ $\/|_/@
+       @@
+  _ @
+ | \@
+ | <@
+ |_/@
+ |  @@
+160  NO-BREAK SPACE
+ $@
+ $@
+ $@
+ $@
+ $@@
+161  INVERTED EXCLAMATION MARK
+  @
+ o@
+ |@
+ |@
+  @@
+162  CENT SIGN
+      @
+  _|_ @
+ / |  @
+ \_|_/@
+   |  @@
+163  POUND SIGN
+   _  @
+ _|_` @
+  |   @
+ (\__/@
+      @@
+164  CURRENCY SIGN
+ \ _ /@
+  / \ @
+  \_/ @
+ /   \@
+      @@
+165  YEN SIGN
+ \   /@
+ _\_/_@
+ __|__@
+   |  @
+      @@
+166  BROKEN BAR
+ |@
+ |@
+  @
+ |@
+ |@@
+167  SECTION SIGN
+  _@
+ ( @
+ ()@
+ _)@
+   @@
+168  DIAERESIS
+ o o@
+ $ $@
+ $ $@
+ $ $@
+    @@
+169  COPYRIGHT SIGN
+   ____  @
+  / __ \ @
+ | / () |@
+ | \__/ |@
+  \____/ @@
+170  FEMININE ORDINAL INDICATOR
+  _, @
+ (_|_@
+ --- @
+  $  @
+     @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+    @
+  //@
+ << @
+  \\@
+    @@
+172  NOT SIGN
+    @
+ __ @
+   |@
+  $ @
+    @@
+173  SOFT HYPHEN
+    @
+    @
+ ---@
+  $ @
+    @@
+174  REGISTERED SIGN
+   ____  @
+  / ,_ \ @
+ | /|_) |@
+ |  |\/ |@
+  \____/ @@
+175  MACRON
+ ____@
+   $ @
+   $ @
+   $ @
+     @@
+176  DEGREE SIGN
+ ()@
+  $@
+  $@
+  $@
+   @@
+177  PLUS-MINUS SIGN
+      @
+   |  @
+ --+--@
+ __|__@
+      @@
+178  SUPERSCRIPT TWO
+ _ @
+  )@
+ /_@
+  $@
+   @@
+179  SUPERSCRIPT THREE
+ ___@
+  _/@
+ __)@
+  $ @
+    @@
+180  ACUTE ACCENT
+ /@
+ $@
+ $@
+ $@
+  @@
+181  MICRO SIGN
+       @
+       @
+ |  |  @
+ |\/|_/@
+ |     @@
+182  PILCROW SIGN
+  ___ @
+ / | |@
+ \_| |@
+   | |@
+      @@
+183  MIDDLE DOT
+    @
+    @
+ $O$@
+  $ @
+    @@
+184  CEDILLA
+   @
+   @
+   @
+ $ @
+ _)@@
+185  SUPERSCRIPT ONE
+  ,@
+ /|@
+  |@
+  $@
+   @@
+186  MASCULINE ORDINAL INDICATOR
+  __@
+ (_)@
+ ---@
+  $ @
+    @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+    @
+ \\ @
+  >>@
+ // @
+    @@
+188  VULGAR FRACTION ONE QUARTER
+  ,     @
+ /| /   @
+  |/|_|_@
+  /   | @
+        @@
+189  VULGAR FRACTION ONE HALF
+  ,    @
+ /| /_ @
+  |/  )@
+  /  /_@
+       @@
+190  VULGAR FRACTION THREE QUARTERS
+ ___     @
+  _/ /   @
+ __)/|_|_@
+   /   | @
+         @@
+191  INVERTED QUESTION MARK
+    @
+  o @
+  | @
+ (__@
+    @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+  \    @
+  __,  @
+ /  |  @
+ \_/\_/@
+       @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+   /   @
+  __,  @
+ /  |  @
+ \_/\_/@
+       @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+  /\   @
+  __,  @
+ /  |  @
+ \_/\_/@
+       @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+  /\/  @
+  __,  @
+ /  |  @
+ \_/\_/@
+       @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+ o  o  @
+  __,  @
+ /  |  @
+ \_/\_/@
+       @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+   _   @
+  (_)  @
+ /  |  @
+ \_/\_/@
+       @@
+198  LATIN CAPITAL LETTER AE
+   __,__$ @
+  /  | () @
+ |   |-$  @
+  \_/\___/@
+          @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+   __$ @
+  / () @
+ |  $  @
+  \___/@
+   _)  @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+  \   @
+  __$ @
+ <_() @
+ <___/@
+      @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+   /  @
+  __$ @
+ <_() @
+ <___/@
+      @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+  /\  @
+  __$ @
+ <_() @
+ <___/@
+      @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+ o  o @
+  __$ @
+ <_() @
+ <___/@
+      @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+   \  @
+   |\ @
+ _ |/ @
+ \_/\/@
+      @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+    / @
+   |\ @
+ _ |/ @
+ \_/\/@
+      @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+   /\ @
+   |\ @
+ _ |/ @
+ \_/\/@
+      @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+  o o @
+   |\ @
+ _ |/ @
+ \_/\/@
+      @@
+208  LATIN CAPITAL LETTER ETH
+  ___  @
+ (|  \ @
+ -|-  |@
+ (\__/ @
+       @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+  ,/\/  @
+ /|/\   @
+  |  |  @
+  |  |_/@
+        @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+  \   @
+  __  @
+ /\_\/@
+ \__/ @
+      @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+   /  @
+  __  @
+ /\_\/@
+ \__/ @
+      @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+  /\  @
+  __  @
+ /\_\/@
+ \__/ @
+      @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+  /\/ @
+  __  @
+ /\_\/@
+ \__/ @
+      @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+ o  o @
+  __  @
+ /\_\/@
+ \__/ @
+      @@
+215  MULTIPLICATION SIGN
+     @
+ $\/$@
+ $/\$@
+ $  $@
+     @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+   __/ @
+  /\/\/@
+ | /  |@
+  /__/ @
+ /     @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+    \    @
+         @
+ (|   |  @
+   \_/\_/@
+         @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+    /    @
+         @
+ (|   |  @
+   \_/\_/@
+         @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+    /\   @
+         @
+ (|   |  @
+   \_/\_/@
+         @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+   /\/   @
+         @
+ (|   |  @
+   \_/\_/@
+         @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+    /  @
+       @
+ (|  | @
+   \/|/@
+    (| @@
+222  LATIN CAPITAL LETTER THORN
+  ,   @
+ /|__ @
+  |__)@
+  |  $@
+      @@
+223  LATIN SMALL LETTER SHARP S
+  _ @
+ | \@
+ | <@
+ |_/@
+ |  @@
+224  LATIN SMALL LETTER A WITH GRAVE
+  \   @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+225  LATIN SMALL LETTER A WITH ACUTE
+  /   @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+  /\  @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+227  LATIN SMALL LETTER A WITH TILDE
+ /\/  @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+ o o  @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+  ()  @
+  _,  @
+ / |  @
+ \/|_/@
+      @@
+230  LATIN SMALL LETTER AE
+      @
+  _,_ @
+ / |/ @
+ \/|_/@
+      @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+     @
+  _  @
+ /   @
+ \__/@
+  _) @@
+232  LATIN SMALL LETTER E WITH GRAVE
+  \ @
+  _ @
+ |/ @
+ |_/@
+    @@
+233  LATIN SMALL LETTER E WITH ACUTE
+  / @
+  _ @
+ |/ @
+ |_/@
+    @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+ /\ @
+  _ @
+ |/ @
+ |_/@
+    @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+ o o @
+  _  @
+ |/  @
+ |__/@
+     @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ \ @
+   @
+ | @
+ |/@
+   @@
+237  LATIN SMALL LETTER I WITH ACUTE
+ / @
+   @
+ | @
+ |/@
+   @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+ /\@
+   @
+ | @
+ |/@
+   @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+ o o @
+     @
+ |   @
+ |__/@
+     @@
+240  LATIN SMALL LETTER ETH
+ \, @
+ '\ @
+ / |@
+ \/ @
+    @@
+241  LATIN SMALL LETTER N WITH TILDE
+  /\/  @
+       @
+ /|/|  @
+ $| |_/@
+       @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  \  @
+  _  @
+ / \_@
+ \_/ @
+     @@
+243  LATIN SMALL LETTER O WITH ACUTE
+  /  @
+  _  @
+ / \_@
+ \_/ @
+     @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+  /\ @
+  _  @
+ / \_@
+ \_/ @
+     @@
+245  LATIN SMALL LETTER O WITH TILDE
+ /\/ @
+  _  @
+ / \_@
+ \_/ @
+     @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+ o o @
+  _  @
+ / \_@
+ \_/ @
+     @@
+247  DIVISION SIGN
+    @
+  O @
+ ---@
+  O @
+    @@
+248  LATIN SMALL LETTER O WITH STROKE
+      @
+  __/ @
+ / /\_@
+ \/_/ @
+ /    @@
+249  LATIN SMALL LETTER U WITH GRAVE
+  \    @
+       @
+ |  |  @
+ $\/|_/@
+       @@
+250  LATIN SMALL LETTER U WITH ACUTE
+   /   @
+       @
+ |  |  @
+ $\/|_/@
+       @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+  /\   @
+       @
+ |  |  @
+ $\/|_/@
+       @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+ o  o  @
+       @
+ |  |  @
+ $\/|_/@
+       @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+   /  @
+      @
+ |  | @
+ $\/|/@
+   (| @@
+254  LATIN SMALL LETTER THORN
+      @
+  |)  @
+  |/\_@
+  |_/ @
+ (|   @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+ o  o @
+      @
+ |  | @
+ $\/|/@
+   (| @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/smshadow.flf b/benchmarks/paper/benchmarks/wapm/fonts/smshadow.flf
new file mode 100644
index 000000000..7e1329f4c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/smshadow.flf
@@ -0,0 +1,899 @@
+flf2a$ 4 3 14 0 10 0 1920 96
+SmShadow by Glenn Chappell 4/93 -- based on Small
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+ $$@
+ $$@
+ $$@
+ $$@@
+  |$@
+ _|$@
+ _)$@
+    @@
+  | )$@
+ V V$ @
+      @
+      @@
+   |  |$  @
+ _ |_ |_|$@
+ _ |_ |_|$@
+  _| _|$  @@
+   |$ @
+ (_-<$@
+ _ _/$@
+  _|$ @@
+ _) /$ @
+   /$  @
+ _/ _)$@
+       @@
+   _|$   @
+   _| _|$@
+ \____|$ @
+         @@
+  )$@
+ /$ @
+    @
+    @@
+   /$@
+  |$ @
+  |$ @
+ \_\$@@
+ \ \$ @
+    |$@
+    |$@
+  _/$ @@
+ \ \ /$ @
+ _   _|$@
+ _/ _\$ @
+        @@
+    |$  @
+ __ __|$@
+   _|$  @
+        @@
+    @
+    @
+  )$@
+ /$ @@
+       @
+ ____|$@
+       @
+       @@
+    @
+    @
+ _)$@
+    @@
+    /$@
+   /$ @
+ _/$  @
+      @@
+    \$ @
+  (  |$@
+ \__/$ @
+       @@
+ _ |$@
+   |$@
+  _|$@
+     @@
+ _  )$@
+   /$ @
+ ___|$@
+      @@
+ __ /$@
+  _ \$@
+ ___/$@
+      @@
+  | |$ @
+ __ _|$@
+   _|$ @
+       @@
+  __|$@
+ __ \$@
+ ___/$@
+      @@
+   /$  @
+   _ \$@
+ \___/$@
+       @@
+ __  /$@
+    /$ @
+  _/$  @
+       @@
+   _ )$@
+   _ \$@
+ \___/$@
+       @@
+   _ \$@
+ \_  /$@
+   _/$ @
+       @@
+ _)$@
+    @
+ _)$@
+    @@
+ _)$@
+    @
+  )$@
+ /$ @@
+    /$@
+ < <$ @
+  \_\$@
+      @@
+       @
+ ____|$@
+ ____|$@
+       @@
+ \ \$ @
+  > >$@
+  _/$ @
+      @@
+ __ \$@
+   _/$@
+  _)$ @
+      @@
+   __ \$ @
+  / _` |$@
+  \__,_|$@
+ \____/$ @@
+    \$  @
+   _ \$ @
+ _/  _\$@
+        @@
+  _ )$@
+  _ \$@
+ ___/$@
+      @@
+   __|$@
+  ($   @
+ \___|$@
+       @@
+  _ \$ @
+  |  |$@
+ ___/$ @
+       @@
+  __|$@
+  _|$ @
+ ___|$@
+      @@
+  __|$@
+  _|$ @
+ _|$  @
+      @@
+   __|$@
+  (_ |$@
+ \___|$@
+       @@
+  |  |$@
+  __ |$@
+ _| _|$@
+       @@
+ _ _|$@
+   |$ @
+ ___|$@
+      @@
+     |$@
+  \  |$@
+ \__/$ @
+       @@
+  |  /$@
+  . <$ @
+ _|\_\$@
+       @@
+  |$   @
+  |$   @
+ ____|$@
+       @@
+   \  |$@
+  |\/ |$@
+ _|  _|$@
+        @@
+   \ |$@
+  .  |$@
+ _|\_|$@
+       @@
+   _ \$ @
+  (   |$@
+ \___/$ @
+        @@
+  _ \$@
+  __/$@
+ _|$  @
+      @@
+   _ \$ @
+  (   |$@
+ \__\_\$@
+        @@
+  _ \$@
+    /$@
+ _|_\$@
+      @@
+   __|$@
+ \__ \$@
+ ____/$@
+       @@
+ __ __|$@
+    |$  @
+   _|$  @
+        @@
+  |  |$@
+  |  |$@
+ \__/$ @
+       @@
+ \ \   /$@
+  \ \ /$ @
+   \_/$  @
+         @@
+ \ \      /$@
+  \ \ \  /$ @
+   \_/\_/$  @
+            @@
+ \ \  /$@
+  >  <$ @
+  _/\_\$@
+        @@
+ \ \  /$@
+  \  /$ @
+   _|$  @
+        @@
+ __  /$@
+    /$ @
+ ____|$@
+       @@
+  _|$@
+  |$ @
+  |$ @
+ __|$@@
+ \ \$  @
+  \ \$ @
+   \_\$@
+       @@
+ _ |$@
+   |$@
+   |$@
+ __|$@@
+  \$ @
+ /\|$@
+     @
+     @@
+       @
+       @
+       @
+ ____|$@@
+  )$@
+ \|$@
+    @
+    @@
+        @
+   _` |$@
+ \__,_|$@
+        @@
+  |$   @
+   _ \$@
+ _.__/$@
+       @@
+      @
+   _|$@
+ \__|$@
+      @@
+      |$@
+   _` |$@
+ \__,_|$@
+        @@
+       @
+   -_)$@
+ \___|$@
+       @@
+   _|$@
+   _|$@
+ _|$  @
+      @@
+        @
+   _` |$@
+ \__, |$@
+ ____/$ @@
+  |$   @
+    \$ @
+ _| _|$@
+       @@
+ _)$@
+  |$@
+ _|$@
+    @@
+   _)$@
+    |$@
+    |$@
+ __/$ @@
+  |$  @
+  | /$@
+ _\_\$@
+      @@
+  |$@
+  |$@
+ _|$@
+    @@
+        @
+   ` \$ @
+ _|_|_|$@
+        @@
+       @
+    \$ @
+ _| _|$@
+       @@
+       @
+   _ \$@
+ \___/$@
+       @@
+       @
+   _ \$@
+  .__/$@
+ _|$   @@
+        @
+   _` |$@
+ \__, |$@
+     _|$@@
+      @
+   _|$@
+ _|$  @
+      @@
+      @
+ (_-<$@
+ ___/$@
+      @@
+  |$  @
+   _|$@
+ \__|$@
+      @@
+       @
+  |  |$@
+ \_,_|$@
+       @@
+       @
+ \ \ /$@
+  \_/$ @
+       @@
+          @
+ \ \  \ /$@
+  \_/\_/$ @
+          @@
+       @
+ \ \ /$@
+  _\_\$@
+       @@
+       @
+  |  |$@
+ \_, |$@
+ ___/$ @@
+      @
+ _  /$@
+ ___|$@
+      @@
+    /$@
+ _ |$ @
+   |$ @
+  \_\$@@
+  |$@
+  |$@
+  |$@
+ _|$@@
+ \ \$  @
+    |_$@
+    |$ @
+  _/$  @@
+  \ |$@
+ /\/$ @
+      @
+      @@
+ _) \_)$@
+   _ \$ @
+  /  _\$@
+        @@
+ _)  _)$@
+   __ \$@
+ \____/$@
+        @@
+ _) _)$@
+  |  |$@
+ \__/$ @
+       @@
+ _)  _)$@
+   _` |$@
+ \__,_|$@
+        @@
+ _) _)$@
+   _ \$@
+ \___/$@
+       @@
+ _) _)$@
+  |  |$@
+ \_,_|$@
+       @@
+   _ \$@
+  |< <$@
+  |__/$@
+ _|$   @@
+160  NO-BREAK SPACE
+ $$@
+ $$@
+ $$@
+ $$@@
+161  INVERTED EXCLAMATION MARK
+ _)$@
+  |$@
+ _|$@
+    @@
+162  CENT SIGN
+   |$ @
+   _)$@
+ \ _)$@
+   |$ @@
+163  POUND SIGN
+    _\$ @
+ _ _|$  @
+ _,___|$@
+        @@
+164  CURRENCY SIGN
+ \ . /$@
+   _ \$@
+ \/  /$@
+       @@
+165  YEN SIGN
+ \ \ /$ @
+ __ __|$@
+ __ __|$@
+   _|$  @@
+166  BROKEN BAR
+  |$@
+ _|$@
+  |$@
+ _|$@@
+167  SECTION SIGN
+    _)$@
+  \ \$ @
+ \ \/$ @
+ __/$  @@
+168  DIAERESIS
+ _) _)$@
+       @
+       @
+       @@
+169  COPYRIGHT SIGN
+       \$ @
+     _| \$@
+ \ \__| /$@
+  \____/$ @@
+170  FEMININE ORDINAL INDICATOR
+   _` |$@
+ \__,_|$@
+ _____|$@
+        @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+    / /$@
+ < < <$ @
+  \_\_\$@
+        @@
+172  NOT SIGN
+ ____ |$@
+     _|$@
+        @
+        @@
+173  SOFT HYPHEN
+      @
+ ___|$@
+      @
+      @@
+174  REGISTERED SIGN
+       \$ @
+     -) \$@
+ \  |\\ /$@
+  \____/$ @@
+175  MACRON
+ ___|$@
+      @
+      @
+      @@
+176  DEGREE SIGN
+  .\$@
+ \_/$@
+     @
+     @@
+177  PLUS-MINUS SIGN
+    |$  @
+ _   _|$@
+   _|$  @
+ _____|$@@
+178  SUPERSCRIPT TWO
+ _ )$@
+ __|$@
+     @
+     @@
+179  SUPERSCRIPT THREE
+ _ /$@
+ __)$@
+     @
+     @@
+180  ACUTE ACCENT
+ _/$@
+    @
+    @
+    @@
+181  MICRO SIGN
+       @
+  |  |$@
+  .,_|$@
+ _|$   @@
+182  PILCROW SIGN
+      |$@
+ \_ | |$@
+   _|_|$@
+        @@
+183  MIDDLE DOT
+    @
+ _)$@
+    @
+    @@
+184  CEDILLA
+    @
+    @
+    @
+ _)$@@
+185  SUPERSCRIPT ONE
+ _ |$@
+  _|$@
+     @
+     @@
+186  MASCULINE ORDINAL INDICATOR
+   _ \$@
+ \___/$@
+ ____|$@
+       @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+ \ \ \$ @
+  > > >$@
+  _/_/$ @
+        @@
+188  VULGAR FRACTION ONE QUARTER
+ _ |  /$   @
+  _| /_' |$@
+   _/   _|$@
+           @@
+189  VULGAR FRACTION ONE HALF
+ _ |  /$  @
+  _| /_ )$@
+   _/ __|$@
+          @@
+190  VULGAR FRACTION THREE QUARTERS
+ _ /  /$   @
+ __) /_' |$@
+   _/   _|$@
+           @@
+191  INVERTED QUESTION MARK
+   _)$ @
+   /$  @
+ \___|$@
+       @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+ \_\$  @
+  --\$ @
+ _/\_\$@
+       @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+   _/$ @
+  --\$ @
+ _/\_\$@
+       @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+  /\\$ @
+  --\$ @
+ _/\_\$@
+       @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+ / _/$ @
+  --\$ @
+ _/\_\$@
+       @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+ _) \_)$@
+   _ \$ @
+  /  _\$@
+        @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+   ( )$ @
+   _ \$ @
+ _/  _\$@
+        @@
+198  LATIN CAPITAL LETTER AE
+   , __|$@
+   _ _|$ @
+ _/ ___|$@
+         @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+     |$@
+  ($   @
+ \___|$@
+   _)$ @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+ \_\$@
+  -<$@
+ __<$@
+     @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+  _/$@
+  -<$@
+ __<$@
+     @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+ /\\$@
+  -<$@
+ __<$@
+     @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+ _) _)$@
+   -<$ @
+  __<$ @
+       @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+ \_\$ @
+ _ _|$@
+ ___|$@
+      @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+  _/$ @
+ _ _|$@
+ ___|$@
+      @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+ /\\$ @
+ _ _|$@
+ ___|$@
+      @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+ _)  _)$@
+  _ _|$ @
+  ___|$ @
+        @@
+208  LATIN CAPITAL LETTER ETH
+   _ \$ @
+ _ _| |$@
+  ___/$ @
+        @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+  / _/$@
+   \ |$@
+ _|\_|$@
+       @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+  \_\$  @
+   __ \$@
+ \____/$@
+        @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+    _/$ @
+   __ \$@
+ \____/$@
+        @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+   /\\$ @
+   __ \$@
+ \____/$@
+        @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+  / _/$ @
+   __ \$@
+ \____/$@
+        @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+ _)  _)$@
+   __ \$@
+ \____/$@
+        @@
+215  MULTIPLICATION SIGN
+  \ \$@
+ ,  '$@
+ \/\/$@
+      @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+   _ /\$ @
+  ( /  |$@
+ \_/__/$ @
+         @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+ \_\$  @
+  |  |$@
+ \__/$ @
+       @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+   _/$ @
+  |  |$@
+ \__/$ @
+       @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+  /\\$ @
+  |  |$@
+ \__/$ @
+       @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+ _) _)$@
+  |  |$@
+ \__/$ @
+       @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+   _/$ @
+ \ \ /$@
+   _|$ @
+       @@
+222  LATIN CAPITAL LETTER THORN
+  |$  @
+  -_)$@
+ _|$  @
+      @@
+223  LATIN SMALL LETTER SHARP S
+   _ \$@
+  |< <$@
+  |__/$@
+ _|$   @@
+224  LATIN SMALL LETTER A WITH GRAVE
+  \_\$  @
+   _` |$@
+ \__,_|$@
+        @@
+225  LATIN SMALL LETTER A WITH ACUTE
+    _/$ @
+   _` |$@
+ \__,_|$@
+        @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+   /\\$ @
+   _` |$@
+ \__,_|$@
+        @@
+227  LATIN SMALL LETTER A WITH TILDE
+  / _/$ @
+   _` |$@
+ \__,_|$@
+        @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+ _)  _)$@
+   _` |$@
+ \__,_|$@
+        @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+   ( )$ @
+   _` |$@
+ \__,_|$@
+        @@
+230  LATIN SMALL LETTER AE
+          @
+   _` -_)$@
+ \__,___|$@
+          @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+      @
+   _|$@
+ \__|$@
+   _)$@@
+232  LATIN SMALL LETTER E WITH GRAVE
+  \_\$ @
+   -_)$@
+ \___|$@
+       @@
+233  LATIN SMALL LETTER E WITH ACUTE
+   _/$ @
+   -_)$@
+ \___|$@
+       @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+  /\\$ @
+   -_)$@
+ \___|$@
+       @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+ _)  _)$@
+   -_)$ @
+ \___|$ @
+        @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ \_\$@
+   |$@
+  _|$@
+     @@
+237  LATIN SMALL LETTER I WITH ACUTE
+ _/$@
+  |$@
+ _|$@
+    @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+ /\\$@
+  |$ @
+ _|$ @
+     @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+ _)  _)$@
+    |$  @
+   _|$  @
+        @@
+240  LATIN SMALL LETTER ETH
+   , \'$@
+   _` |$@
+ \___/$ @
+        @@
+241  LATIN SMALL LETTER N WITH TILDE
+ / _/$ @
+  ' \$ @
+ _| _|$@
+       @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  \_\$ @
+   _ \$@
+ \___/$@
+       @@
+243  LATIN SMALL LETTER O WITH ACUTE
+   _/$ @
+   _ \$@
+ \___/$@
+       @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+  /\\$ @
+   _ \$@
+ \___/$@
+       @@
+245  LATIN SMALL LETTER O WITH TILDE
+  / _/$@
+   _ \$@
+ \___/$@
+       @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+ _) _)$@
+   _ \$@
+ \___/$@
+       @@
+247  DIVISION SIGN
+  _)$ @
+ ___|$@
+  _)$ @
+      @@
+248  LATIN SMALL LETTER O WITH STROKE
+       @
+    /\$@
+ \_/_/$@
+       @@
+249  LATIN SMALL LETTER U WITH GRAVE
+ \_\$  @
+  |  |$@
+ \_,_|$@
+       @@
+250  LATIN SMALL LETTER U WITH ACUTE
+   _/$ @
+  |  |$@
+ \_,_|$@
+       @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+  /\\$ @
+  |  |$@
+ \_,_|$@
+       @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+ _) _)$@
+  |  |$@
+ \_,_|$@
+       @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+   _/$ @
+  |  |$@
+ \_, |$@
+ ___/$ @@
+254  LATIN SMALL LETTER THORN
+  |$   @
+  '_ \$@
+  .__/$@
+ _|$   @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+ _) _)$@
+  |  |$@
+ \_, |$@
+ ___/$ @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/smslant.flf b/benchmarks/paper/benchmarks/wapm/fonts/smslant.flf
new file mode 100644
index 000000000..24284b846
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/smslant.flf
@@ -0,0 +1,1097 @@
+flf2a$ 5 4 14 15 10 0 22415 96
+SmSlant by Glenn Chappell 6/93 - based on Small & Slant
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+    $@
+   $ @
+  $  @
+ $   @
+$    @@
+   __@
+  / /@
+ /_/ @
+(_)  @
+     @@
+ _ _ @
+( | )@
+|/|/ @
+$    @
+     @@
+     ____ @
+  __/ / /_@
+ /_  . __/@
+/_    __/ @
+ /_/_/    @@
+     @
+  _//@
+ (_-<@
+/ __/@
+//   @@
+ _   __@
+(_)_/_/@
+ _/_/_ @
+/_/ (_)@
+       @@
+  ____   @
+ / __/___@
+ > _/_ _/@
+|_____/  @
+         @@
+ _ @
+( )@
+|/ @
+$  @
+   @@
+    __@
+  _/_/@
+ / /  @
+/ /   @
+|_|   @@
+    _ @
+   | |@
+   / /@
+ _/_/ @
+/_/   @@
+    @
+ _/|@
+> _<@
+|/  @
+    @@
+    __ @
+ __/ /_@
+/_  __/@
+ /_/   @
+       @@
+   @
+   @
+ _ @
+( )@
+|/ @@
+     @
+ ____@
+/___/@
+ $   @
+     @@
+   @
+   @
+ _ @
+(_)@
+   @@
+     __@
+   _/_/@
+ _/_/  @
+/_/    @
+       @@
+  ___ @
+ / _ \@
+/ // /@
+\___/ @
+      @@
+  ___@
+ <  /@
+ / / @
+/_/  @
+     @@
+   ___ @
+  |_  |@
+ / __/ @
+/____/ @
+       @@
+   ____@
+  |_  /@
+ _/_ < @
+/____/ @
+       @@
+  ____@
+ / / /@
+/_  _/@
+ /_/  @
+      @@
+   ____@
+  / __/@
+ /__ \ @
+/____/ @
+       @@
+  ____@
+ / __/@
+/ _ \ @
+\___/ @
+      @@
+ ____@
+/_  /@
+ / / @
+/_/  @
+     @@
+  ___ @
+ ( _ )@
+/ _  |@
+\___/ @
+      @@
+  ___ @
+ / _ \@
+ \_, /@
+/___/ @
+      @@
+   _ @
+  (_)@
+ _   @
+(_)  @
+     @@
+   _ @
+  (_)@
+ _   @
+( )  @
+|/   @@
+  __@
+ / /@
+< < @
+ \_\@
+    @@
+      @
+  ____@
+ /___/@
+/___/ @
+      @@
+__  @
+\ \ @
+ > >@
+/_/ @
+    @@
+ ___ @
+/__ \@
+ /__/@
+(_)  @
+     @@
+  _____ @
+ / ___ \@
+/ / _ `/@
+\ \_,_/ @
+ \___/  @@
+   ___ @
+  / _ |@
+ / __ |@
+/_/ |_|@
+       @@
+   ___ @
+  / _ )@
+ / _  |@
+/____/ @
+       @@
+  _____@
+ / ___/@
+/ /__  @
+\___/  @
+       @@
+   ___ @
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+ / // /@
+/____/ @
+       @@
+   ____@
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+       @@
+   ____@
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+/_/    @
+       @@
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+ / ___/@
+/ (_ / @
+\___/  @
+       @@
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+ / _  / @
+/_//_/  @
+        @@
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+/___/  @
+       @@
+     __@
+ __ / /@
+/ // / @
+\___/  @
+       @@
+   __ __@
+  / //_/@
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+/_/|_|  @
+        @@
+   __ @
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+ / /__@
+/____/@
+      @@
+   __  ___@
+  /  |/  /@
+ / /|_/ / @
+/_/  /_/  @
+          @@
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+\____/ @
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+\___\_\@
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+       @@
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+ / /   @
+/_/    @
+       @@
+  __  __@
+ / / / /@
+/ /_/ / @
+\____/  @
+        @@
+  _   __@
+ | | / /@
+ | |/ / @
+ |___/  @
+        @@
+  _      __@
+ | | /| / /@
+ | |/ |/ / @
+ |__/|__/  @
+           @@
+   _  __@
+  | |/_/@
+ _>  <  @
+/_/|_|  @
+        @@
+ __  __@
+ \ \/ /@
+  \  / @
+  /_/  @
+       @@
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+ /_  /@
+  / /_@
+ /___/@
+      @@
+    ___@
+   / _/@
+  / /  @
+ / /   @
+/__/   @@
+__   @
+\ \  @
+ \ \ @
+  \_\@
+     @@
+    ___@
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+ _/ /  @
+/__/   @@
+ //|@
+|/||@
+ $  @
+$   @
+    @@
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+     @
+     @
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+ _ @
+( )@
+ V @
+$  @
+   @@
+      @
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+       @@
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+     @@
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+       @@
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+      @@
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+\___/@
+     @@
+       @
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+  / _ \@
+ / .__/@
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+      @
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+/ _ `/@
+\_, / @
+ /_/  @@
+      @
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+ (_-<@
+/___/@
+     @@
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+/ __/@
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+      @@
+      @
+ _  __@
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+      @@
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+| |/|/ /@
+|__,__/ @
+        @@
+      @
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+ \ \ /@
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+      @@
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+    @@
+    __@
+  _/_/@
+_/ /  @
+/ /   @
+\_\   @@
+    __@
+   / /@
+  / / @
+ / /  @
+/_/   @@
+   __  @
+   \ \ @
+   / /_@
+ _/_/  @
+/_/    @@
+ /\//@
+//\/ @
+ $   @
+$    @
+     @@
+   _  _ @
+  (_)(_)@
+ / - |  @
+/_/|_|  @
+        @@
+  _   _ @
+ (_)_(_)@
+/ __ \  @
+\____/  @
+        @@
+  _   _ @
+ (_) (_)@
+/ /_/ / @
+\____/  @
+        @@
+  _  _ @
+ (_)(_)@
+/ _ `/ @
+\_,_/  @
+       @@
+  _  _ @
+ (_)(_)@
+/ _ \  @
+\___/  @
+       @@
+  _  _ @
+ (_)(_)@
+/ // / @
+\_,_/  @
+       @@
+    ____ @
+   / _  )@
+  / /< < @
+ / //__/ @
+/_/      @@
+160  NO-BREAK SPACE
+    $@
+   $ @
+  $  @
+ $   @
+$    @@
+161  INVERTED EXCLAMATION MARK
+   _ @
+  (_)@
+ / / @
+/_/  @
+     @@
+162  CENT SIGN
+     @
+ __//@
+/ __/@
+\ _/ @
+//   @@
+163  POUND SIGN
+     __ @
+  __/__|@
+ /_ _/_ @
+(_,___/ @
+        @@
+164  CURRENCY SIGN
+   /|_/|@
+  | . / @
+ /_  |  @
+|/ |/   @
+        @@
+165  YEN SIGN
+    ____@
+  _| / /@
+ /_  __/@
+/_  __/ @
+ /_/    @@
+166  BROKEN BAR
+    __@
+   / /@
+  /_/ @
+ / /  @
+/_/   @@
+167  SECTION SIGN
+     __ @
+   _/ _)@
+  / | | @
+ | |_/  @
+(__/    @@
+168  DIAERESIS
+ _   _ @
+(_) (_)@
+ $   $ @
+$   $  @
+       @@
+169  COPYRIGHT SIGN
+   ____  @
+  / ___\ @
+ / / _/ |@
+| |__/ / @
+ \____/  @@
+170  FEMININE ORDINAL INDICATOR
+   ___ _@
+  / _ `/@
+ _\_,_/ @
+/____/  @
+        @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+  ____@
+ / / /@
+< < < @
+ \_\_\@
+      @@
+172  NOT SIGN
+     @
+ ____@
+/_  /@
+ /_/ @
+     @@
+173  SOFT HYPHEN
+    @
+ ___@
+/__/@
+ $  @
+    @@
+174  REGISTERED SIGN
+   ____  @
+  / __ \ @
+ / / -) |@
+| //\\ / @
+ \____/  @@
+175  MACRON
+ ____@
+/___/@
+ $   @
+$    @
+     @@
+176  DEGREE SIGN
+  __ @
+ /. |@
+|__/ @
+ $   @
+     @@
+177  PLUS-MINUS SIGN
+      __ @
+   __/ /_@
+  /_  __/@
+ __/_/_  @
+/_____/  @@
+178  SUPERSCRIPT TWO
+  __ @
+ |_ )@
+/__| @
+ $   @
+     @@
+179  SUPERSCRIPT THREE
+  ___@
+ |_ /@
+/__) @
+ $   @
+     @@
+180  ACUTE ACCENT
+ __@
+/_/@
+ $ @
+$  @
+   @@
+181  MICRO SIGN
+        @
+   __ __@
+  / // /@
+ / .,_/ @
+/_/     @@
+182  PILCROW SIGN
+  _____@
+ /    /@
+|_ / / @
+/_/_/  @
+       @@
+183  MIDDLE DOT
+   @
+ _ @
+(_)@
+$  @
+   @@
+184  CEDILLA
+   @
+   @
+   @
+ _ @
+/_)@@
+185  SUPERSCRIPT ONE
+  __@
+ < /@
+/_/ @
+$   @
+    @@
+186  MASCULINE ORDINAL INDICATOR
+   ___ @
+  / _ \@
+ _\___/@
+/____/ @
+       @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+____  @
+\ \ \ @
+ > > >@
+/_/_/ @
+      @@
+188  VULGAR FRACTION ONE QUARTER
+  __  __   @
+ < /_/_/___@
+/_//_//_' /@
+ /_/   /_/ @
+           @@
+189  VULGAR FRACTION ONE HALF
+  __  __  @
+ < /_/_/_ @
+/_//_/|_ )@
+ /_/ /__| @
+          @@
+190  VULGAR FRACTION THREE QUARTERS
+  ___  __   @
+ |_ /_/_/___@
+/__)/_//_' /@
+  /_/   /_/ @
+            @@
+191  INVERTED QUESTION MARK
+   _ @
+ _(_)@
+/ _/_@
+\___/@
+     @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+   __ @
+  _\_\@
+ / - |@
+/_/|_|@
+      @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+    __@
+  _/_/@
+ / - |@
+/_/|_|@
+      @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+    //|@
+  _|/||@
+ / - | @
+/_/|_| @
+       @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+    /\//@
+  _//\/ @
+ / - |  @
+/_/|_|  @
+        @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+   _  _ @
+  (_)(_)@
+ / - |  @
+/_/|_|  @
+        @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+   (())@
+  / _ |@
+ / __ |@
+/_/ |_|@
+       @@
+198  LATIN CAPITAL LETTER AE
+   _______@
+  / _  __/@
+ / _  _/  @
+/_//___/  @
+          @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+  _____@
+ / ___/@
+/ /__  @
+\___/  @
+/_)    @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+  __ @
+  \_\@
+ / -<@
+/__< @
+     @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+    __@
+  _/_/@
+ / -< @
+/__<  @
+      @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+   //|@
+  |/||@
+ / -< @
+/__<  @
+      @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+ / -<  @
+/__<   @
+       @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+   __  @
+  _\_\ @
+ /_ __/@
+/____/ @
+       @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+     __@
+  __/_/@
+ /_ __/@
+/____/ @
+       @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+    //|@
+  _|/||@
+ /_ __/@
+/____/ @
+       @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+   _  _ @
+  (_)(_)@
+ /_ __/ @
+/____/  @
+        @@
+208  LATIN CAPITAL LETTER ETH
+   ____ @
+ _/ __ \@
+/_ _// /@
+/_____/ @
+        @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+     /\//@
+  __//\/ @
+ /  |/ / @
+/_/|__/  @
+         @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+  __  @
+ _\_\ @
+/ __ \@
+\____/@
+      @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+    __@
+ __/_/@
+/ __ \@
+\____/@
+      @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+   //|@
+ _|/||@
+/ __ \@
+\____/@
+      @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+   /\//@
+ _//\/ @
+/ __ \ @
+\____/ @
+       @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+/ __ \  @
+\____/  @
+        @@
+215  MULTIPLICATION SIGN
+     @
+ /|/|@
+ > < @
+|/|/ @
+     @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+  _____ @
+ / _// \@
+/ //// /@
+\_//__/ @
+        @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+   __  @
+ __\_\ @
+/ /_/ /@
+\____/ @
+       @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+     __@
+ __ /_/@
+/ /_/ /@
+\____/ @
+       @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+    //|@
+ __|/||@
+/ /_/ /@
+\____/ @
+       @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+  _   _ @
+ (_) (_)@
+/ /_/ / @
+\____/  @
+        @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+   __@
+__/_/@
+\ V /@
+ /_/ @
+     @@
+222  LATIN CAPITAL LETTER THORN
+   __ @
+  / / @
+ / -_)@
+/_/   @
+      @@
+223  LATIN SMALL LETTER SHARP S
+    ____ @
+   / _  )@
+  / /< < @
+ / //__/ @
+/_/      @@
+224  LATIN SMALL LETTER A WITH GRAVE
+  __  @
+ _\_\_@
+/ _ `/@
+\_,_/ @
+      @@
+225  LATIN SMALL LETTER A WITH ACUTE
+    __@
+ __/_/@
+/ _ `/@
+\_,_/ @
+      @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+   //|@
+ _|/||@
+/ _ `/@
+\_,_/ @
+      @@
+227  LATIN SMALL LETTER A WITH TILDE
+   /\//@
+ _//\/ @
+/ _ `/ @
+\_,_/  @
+       @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+/ _ `/ @
+\_,_/  @
+       @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+   __ @
+ _(())@
+/ _ `/@
+\_,_/ @
+      @@
+230  LATIN SMALL LETTER AE
+         @
+ ___ ___ @
+/ _ ` -_)@
+\_,____/ @
+         @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+     @
+ ____@
+/ __/@
+\__/ @
+/_)  @@
+232  LATIN SMALL LETTER E WITH GRAVE
+  __ @
+ _\_\@
+/ -_)@
+\__/ @
+     @@
+233  LATIN SMALL LETTER E WITH ACUTE
+   __@
+ _/_/@
+/ -_)@
+\__/ @
+     @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+  //|@
+ |/||@
+/ -_)@
+\__/ @
+     @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+ _  _ @
+(_)(_)@
+/ -_) @
+\__/  @
+      @@
+236  LATIN SMALL LETTER I WITH GRAVE
+  __ @
+  \_\@
+ / / @
+/_/  @
+     @@
+237  LATIN SMALL LETTER I WITH ACUTE
+   __@
+  /_/@
+ / / @
+/_/  @
+     @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+   //|@
+  |/||@
+ / /  @
+/_/   @
+      @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+ _   _ @
+(_)_(_)@
+ / /   @
+/_/    @
+       @@
+240  LATIN SMALL LETTER ETH
+   _||_@
+ __ || @
+/ _` | @
+\___/  @
+       @@
+241  LATIN SMALL LETTER N WITH TILDE
+    /\//@
+  _//\/ @
+ / _ \  @
+/_//_/  @
+        @@
+242  LATIN SMALL LETTER O WITH GRAVE
+  __ @
+ _\_\@
+/ _ \@
+\___/@
+     @@
+243  LATIN SMALL LETTER O WITH ACUTE
+   __@
+ _/_/@
+/ _ \@
+\___/@
+     @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+   //|@
+ _|/||@
+/ _ \ @
+\___/ @
+      @@
+245  LATIN SMALL LETTER O WITH TILDE
+   /\//@
+ _//\/ @
+/ _ \  @
+\___/  @
+       @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+/ _ \  @
+\___/  @
+       @@
+247  DIVISION SIGN
+   _ @
+ _(_)@
+/___/@
+(_)  @
+     @@
+248  LATIN SMALL LETTER O WITH STROKE
+     @
+ ___ @
+/ //\@
+\//_/@
+     @@
+249  LATIN SMALL LETTER U WITH GRAVE
+   __ @
+ __\_\@
+/ // /@
+\_,_/ @
+      @@
+250  LATIN SMALL LETTER U WITH ACUTE
+    __@
+ __/_/@
+/ // /@
+\_,_/ @
+      @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+   //|@
+ _|/||@
+/ // /@
+\_,_/ @
+      @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+  _  _ @
+ (_)(_)@
+/ // / @
+\_,_/  @
+       @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+     __@
+  __/_/@
+ / // /@
+ \_, / @
+/___/  @@
+254  LATIN SMALL LETTER THORN
+    __ @
+   / / @
+  / _ \@
+ / .__/@
+/_/    @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+   _  _ @
+  (_)(_)@
+ / // / @
+ \_, /  @
+/___/   @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/standard.flf b/benchmarks/paper/benchmarks/wapm/fonts/standard.flf
new file mode 100644
index 000000000..bb15241b0
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/standard.flf
@@ -0,0 +1,2238 @@
+flf2a$ 6 5 16 15 15 0 24463 229
+Standard by Glenn Chappell & Ian Chai 3/93 -- based on Frank's .sig
+Includes ISO Latin-1
+figlet release 2.1 -- 12 Aug 1994
+Modified for figlet 2.2 by John Cowan <cowan@ccil.org>
+  to add Latin-{2,3,4,5} support (Unicode U+0100-017F).
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+---
+
+Modified by Paul Burton <solution@earthlink.net> 12/96 to include new parameter
+supported by FIGlet and FIGWin.  May also be slightly modified for better use
+of new full-width/kern/smush alternatives, but default output is NOT changed.
+
+Modified 2012-05 by Patrick Gillespie (patorjk@gmail.com) to add the 0xCA0 character.
+ $@
+ $@
+ $@
+ $@
+ $@
+ $@@
+  _ @
+ | |@
+ | |@
+ |_|@
+ (_)@
+    @@
+  _ _ @
+ ( | )@
+  V V @
+   $  @
+   $  @
+      @@
+    _  _   @
+  _| || |_ @
+ |_  ..  _|@
+ |_      _|@
+   |_||_|  @
+           @@
+   _  @
+  | | @
+ / __)@
+ \__ \@
+ (   /@
+  |_| @@
+  _  __@
+ (_)/ /@
+   / / @
+  / /_ @
+ /_/(_)@
+       @@
+   ___   @
+  ( _ )  @
+  / _ \/\@
+ | (_>  <@
+  \___/\/@
+         @@
+  _ @
+ ( )@
+ |/ @
+  $ @
+  $ @
+    @@
+   __@
+  / /@
+ | | @
+ | | @
+ | | @
+  \_\@@
+ __  @
+ \ \ @
+  | |@
+  | |@
+  | |@
+ /_/ @@
+       @
+ __/\__@
+ \    /@
+ /_  _\@
+   \/  @
+       @@
+        @
+    _   @
+  _| |_ @
+ |_   _|@
+   |_|  @
+        @@
+    @
+    @
+    @
+  _ @
+ ( )@
+ |/ @@
+        @
+        @
+  _____ @
+ |_____|@
+    $   @
+        @@
+    @
+    @
+    @
+  _ @
+ (_)@
+    @@
+     __@
+    / /@
+   / / @
+  / /  @
+ /_/   @
+       @@
+   ___  @
+  / _ \ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+  _ @
+ / |@
+ | |@
+ | |@
+ |_|@
+    @@
+  ____  @
+ |___ \ @
+   __) |@
+  / __/ @
+ |_____|@
+        @@
+  _____ @
+ |___ / @
+   |_ \ @
+  ___) |@
+ |____/ @
+        @@
+  _  _   @
+ | || |  @
+ | || |_ @
+ |__   _|@
+    |_|  @
+         @@
+  ____  @
+ | ___| @
+ |___ \ @
+  ___) |@
+ |____/ @
+        @@
+   __   @
+  / /_  @
+ | '_ \ @
+ | (_) |@
+  \___/ @
+        @@
+  _____ @
+ |___  |@
+    / / @
+   / /  @
+  /_/   @
+        @@
+   ___  @
+  ( _ ) @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+   ___  @
+  / _ \ @
+ | (_) |@
+  \__, |@
+    /_/ @
+        @@
+    @
+  _ @
+ (_)@
+  _ @
+ (_)@
+    @@
+    @
+  _ @
+ (_)@
+  _ @
+ ( )@
+ |/ @@
+   __@
+  / /@
+ / / @
+ \ \ @
+  \_\@
+     @@
+        @
+  _____ @
+ |_____|@
+ |_____|@
+    $   @
+        @@
+ __  @
+ \ \ @
+  \ \@
+  / /@
+ /_/ @
+     @@
+  ___ @
+ |__ \@
+   / /@
+  |_| @
+  (_) @
+      @@
+    ____  @
+   / __ \ @
+  / / _` |@
+ | | (_| |@
+  \ \__,_|@
+   \____/ @@
+     _    @
+    / \   @
+   / _ \  @
+  / ___ \ @
+ /_/   \_\@
+          @@
+  ____  @
+ | __ ) @
+ |  _ \ @
+ | |_) |@
+ |____/ @
+        @@
+   ____ @
+  / ___|@
+ | |    @
+ | |___ @
+  \____|@
+        @@
+  ____  @
+ |  _ \ @
+ | | | |@
+ | |_| |@
+ |____/ @
+        @@
+  _____ @
+ | ____|@
+ |  _|  @
+ | |___ @
+ |_____|@
+        @@
+  _____ @
+ |  ___|@
+ | |_   @
+ |  _|  @
+ |_|    @
+        @@
+   ____ @
+  / ___|@
+ | |  _ @
+ | |_| |@
+  \____|@
+        @@
+  _   _ @
+ | | | |@
+ | |_| |@
+ |  _  |@
+ |_| |_|@
+        @@
+  ___ @
+ |_ _|@
+  | | @
+  | | @
+ |___|@
+      @@
+      _ @
+     | |@
+  _  | |@
+ | |_| |@
+  \___/ @
+        @@
+  _  __@
+ | |/ /@
+ | ' / @
+ | . \ @
+ |_|\_\@
+       @@
+  _     @
+ | |    @
+ | |    @
+ | |___ @
+ |_____|@
+        @@
+  __  __ @
+ |  \/  |@
+ | |\/| |@
+ | |  | |@
+ |_|  |_|@
+         @@
+  _   _ @
+ | \ | |@
+ |  \| |@
+ | |\  |@
+ |_| \_|@
+        @@
+   ___  @
+  / _ \ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+  ____  @
+ |  _ \ @
+ | |_) |@
+ |  __/ @
+ |_|    @
+        @@
+   ___  @
+  / _ \ @
+ | | | |@
+ | |_| |@
+  \__\_\@
+        @@
+  ____  @
+ |  _ \ @
+ | |_) |@
+ |  _ < @
+ |_| \_\@
+        @@
+  ____  @
+ / ___| @
+ \___ \ @
+  ___) |@
+ |____/ @
+        @@
+  _____ @
+ |_   _|@
+   | |  @
+   | |  @
+   |_|  @
+        @@
+  _   _ @
+ | | | |@
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+ __     __@
+ \ \   / /@
+  \ \ / / @
+   \ V /  @
+    \_/   @
+          @@
+ __        __@
+ \ \      / /@
+  \ \ /\ / / @
+   \ V  V /  @
+    \_/\_/   @
+             @@
+ __  __@
+ \ \/ /@
+  \  / @
+  /  \ @
+ /_/\_\@
+       @@
+ __   __@
+ \ \ / /@
+  \ V / @
+   | |  @
+   |_|  @
+        @@
+  _____@
+ |__  /@
+   / / @
+  / /_ @
+ /____|@
+       @@
+  __ @
+ | _|@
+ | | @
+ | | @
+ | | @
+ |__|@@
+ __    @
+ \ \   @
+  \ \  @
+   \ \ @
+    \_\@
+       @@
+  __ @
+ |_ |@
+  | |@
+  | |@
+  | |@
+ |__|@@
+  /\ @
+ |/\|@
+   $ @
+   $ @
+   $ @
+     @@
+        @
+        @
+        @
+        @
+  _____ @
+ |_____|@@
+  _ @
+ ( )@
+  \|@
+  $ @
+  $ @
+    @@
+        @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+  _     @
+ | |__  @
+ | '_ \ @
+ | |_) |@
+ |_.__/ @
+        @@
+       @
+   ___ @
+  / __|@
+ | (__ @
+  \___|@
+       @@
+      _ @
+   __| |@
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+       @
+   ___ @
+  / _ \@
+ |  __/@
+  \___|@
+       @@
+   __ @
+  / _|@
+ | |_ @
+ |  _|@
+ |_|  @
+      @@
+        @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__, |@
+  |___/ @@
+  _     @
+ | |__  @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+  _ @
+ (_)@
+ | |@
+ | |@
+ |_|@
+    @@
+    _ @
+   (_)@
+   | |@
+   | |@
+  _/ |@
+ |__/ @@
+  _    @
+ | | __@
+ | |/ /@
+ |   < @
+ |_|\_\@
+       @@
+  _ @
+ | |@
+ | |@
+ | |@
+ |_|@
+    @@
+            @
+  _ __ ___  @
+ | '_ ` _ \ @
+ | | | | | |@
+ |_| |_| |_|@
+            @@
+        @
+  _ __  @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+        @
+   ___  @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+        @
+  _ __  @
+ | '_ \ @
+ | |_) |@
+ | .__/ @
+ |_|    @@
+        @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__, |@
+     |_|@@
+       @
+  _ __ @
+ | '__|@
+ | |   @
+ |_|   @
+       @@
+      @
+  ___ @
+ / __|@
+ \__ \@
+ |___/@
+      @@
+  _   @
+ | |_ @
+ | __|@
+ | |_ @
+  \__|@
+      @@
+        @
+  _   _ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+        @
+ __   __@
+ \ \ / /@
+  \ V / @
+   \_/  @
+        @@
+           @
+ __      __@
+ \ \ /\ / /@
+  \ V  V / @
+   \_/\_/  @
+           @@
+       @
+ __  __@
+ \ \/ /@
+  >  < @
+ /_/\_\@
+       @@
+        @
+  _   _ @
+ | | | |@
+ | |_| |@
+  \__, |@
+  |___/ @@
+      @
+  ____@
+ |_  /@
+  / / @
+ /___|@
+      @@
+    __@
+   / /@
+  | | @
+ < <  @
+  | | @
+   \_\@@
+  _ @
+ | |@
+ | |@
+ | |@
+ | |@
+ |_|@@
+ __   @
+ \ \  @
+  | | @
+   > >@
+  | | @
+ /_/  @@
+  /\/|@
+ |/\/ @
+   $  @
+   $  @
+   $  @
+      @@
+  _   _ @
+ (_)_(_)@
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+  _   _ @
+ (_) (_)@
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+  _   _ @
+ (_)_(_)@
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+  _   _ @
+ (_) (_)@
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+   ___ @
+  / _ \@
+ | |/ /@
+ | |\ \@
+ | ||_/@
+ |_|   @@
+160  NO-BREAK SPACE
+ $@
+ $@
+ $@
+ $@
+ $@
+ $@@
+161  INVERTED EXCLAMATION MARK
+  _ @
+ (_)@
+ | |@
+ | |@
+ |_|@
+    @@
+162  CENT SIGN
+    _  @
+   | | @
+  / __)@
+ | (__ @
+  \   )@
+   |_| @@
+163  POUND SIGN
+    ___  @
+   / ,_\ @
+ _| |_   @
+  | |___ @
+ (_,____|@
+         @@
+164  CURRENCY SIGN
+ /\___/\@
+ \  _  /@
+ | (_) |@
+ / ___ \@
+ \/   \/@
+        @@
+165  YEN SIGN
+  __ __ @
+  \ V / @
+ |__ __|@
+ |__ __|@
+   |_|  @
+        @@
+166  BROKEN BAR
+  _ @
+ | |@
+ |_|@
+  _ @
+ | |@
+ |_|@@
+167  SECTION SIGN
+    __ @
+  _/ _)@
+ / \ \ @
+ \ \\ \@
+  \ \_/@
+ (__/  @@
+168  DIAERESIS
+  _   _ @
+ (_) (_)@
+  $   $ @
+  $   $ @
+  $   $ @
+        @@
+169  COPYRIGHT SIGN
+    _____   @
+   / ___ \  @
+  / / __| \ @
+ | | (__   |@
+  \ \___| / @
+   \_____/  @@
+170  FEMININE ORDINAL INDICATOR
+  __ _ @
+ / _` |@
+ \__,_|@
+ |____|@
+    $  @
+       @@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+   ____@
+  / / /@
+ / / / @
+ \ \ \ @
+  \_\_\@
+       @@
+172  NOT SIGN
+        @
+  _____ @
+ |___  |@
+     |_|@
+    $   @
+        @@
+173  SOFT HYPHEN
+       @
+       @
+  ____ @
+ |____|@
+    $  @
+       @@
+174  REGISTERED SIGN
+    _____   @
+   / ___ \  @
+  / | _ \ \ @
+ |  |   /  |@
+  \ |_|_\ / @
+   \_____/  @@
+175  MACRON
+  _____ @
+ |_____|@
+    $   @
+    $   @
+    $   @
+        @@
+176  DEGREE SIGN
+   __  @
+  /  \ @
+ | () |@
+  \__/ @
+    $  @
+       @@
+177  PLUS-MINUS SIGN
+    _   @
+  _| |_ @
+ |_   _|@
+  _|_|_ @
+ |_____|@
+        @@
+178  SUPERSCRIPT TWO
+  ___ @
+ |_  )@
+  / / @
+ /___|@
+   $  @
+      @@
+179  SUPERSCRIPT THREE
+  ____@
+ |__ /@
+  |_ \@
+ |___/@
+   $  @
+      @@
+180  ACUTE ACCENT
+  __@
+ /_/@
+  $ @
+  $ @
+  $ @
+    @@
+181  MICRO SIGN
+        @
+  _   _ @
+ | | | |@
+ | |_| |@
+ | ._,_|@
+ |_|    @@
+182  PILCROW SIGN
+   _____ @
+  /     |@
+ | (| | |@
+  \__ | |@
+    |_|_|@
+         @@
+183  MIDDLE DOT
+    @
+  _ @
+ (_)@
+  $ @
+  $ @
+    @@
+184  CEDILLA
+    @
+    @
+    @
+    @
+  _ @
+ )_)@@
+185  SUPERSCRIPT ONE
+  _ @
+ / |@
+ | |@
+ |_|@
+  $ @
+    @@
+186  MASCULINE ORDINAL INDICATOR
+  ___ @
+ / _ \@
+ \___/@
+ |___|@
+   $  @
+      @@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+ ____  @
+ \ \ \ @
+  \ \ \@
+  / / /@
+ /_/_/ @
+       @@
+188  VULGAR FRACTION ONE QUARTER
+  _   __    @
+ / | / / _  @
+ | |/ / | | @
+ |_/ /|_  _|@
+  /_/   |_| @
+            @@
+189  VULGAR FRACTION ONE HALF
+  _   __   @
+ / | / /__ @
+ | |/ /_  )@
+ |_/ / / / @
+  /_/ /___|@
+           @@
+190  VULGAR FRACTION THREE QUARTERS
+  ____  __    @
+ |__ / / / _  @
+  |_ \/ / | | @
+ |___/ /|_  _|@
+    /_/   |_| @
+              @@
+191  INVERTED QUESTION MARK
+   _  @
+  (_) @
+  | | @
+ / /_ @
+ \___|@
+      @@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+   __   @
+   \_\  @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+    __  @
+   /_/  @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+   //\  @
+  |/_\| @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+195  LATIN CAPITAL LETTER A WITH TILDE
+   /\/| @
+  |/\/  @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+    _   @
+   (o)  @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+198  LATIN CAPITAL LETTER AE
+     ______ @
+    /  ____|@
+   / _  _|  @
+  / __ |___ @
+ /_/ |_____|@
+            @@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+   ____ @
+  / ___|@
+ | |    @
+ | |___ @
+  \____|@
+    )_) @@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+   __   @
+  _\_\_ @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+    __  @
+  _/_/_ @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+   //\  @
+  |/_\| @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+  __  @
+  \_\ @
+ |_ _|@
+  | | @
+ |___|@
+      @@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+   __ @
+  /_/ @
+ |_ _|@
+  | | @
+ |___|@
+      @@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+  //\ @
+ |/_\|@
+ |_ _|@
+  | | @
+ |___|@
+      @@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  |_ _| @
+   | |  @
+  |___| @
+        @@
+208  LATIN CAPITAL LETTER ETH
+    ____  @
+   |  _ \ @
+  _| |_| |@
+ |__ __| |@
+   |____/ @
+          @@
+209  LATIN CAPITAL LETTER N WITH TILDE
+   /\/|@
+  |/\/ @
+ | \| |@
+ | .` |@
+ |_|\_|@
+       @@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+   __   @
+   \_\  @
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+    __  @
+   /_/  @
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+   //\  @
+  |/_\| @
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+213  LATIN CAPITAL LETTER O WITH TILDE
+   /\/| @
+  |/\/  @
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+215  MULTIPLICATION SIGN
+     @
+     @
+ /\/\@
+ >  <@
+ \/\/@
+     @@
+216  LATIN CAPITAL LETTER O WITH STROKE
+   ____ @
+  / _// @
+ | |// |@
+ | //| |@
+  //__/ @
+        @@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+   __   @
+  _\_\_ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+    __  @
+  _/_/_ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+   //\  @
+  |/ \| @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+  _   _ @
+ (_) (_)@
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+    __  @
+ __/_/__@
+ \ \ / /@
+  \ V / @
+   |_|  @
+        @@
+222  LATIN CAPITAL LETTER THORN
+  _     @
+ | |___ @
+ |  __ \@
+ |  ___/@
+ |_|    @
+        @@
+223  LATIN SMALL LETTER SHARP S
+   ___ @
+  / _ \@
+ | |/ /@
+ | |\ \@
+ | ||_/@
+ |_|   @@
+224  LATIN SMALL LETTER A WITH GRAVE
+   __   @
+   \_\_ @
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+225  LATIN SMALL LETTER A WITH ACUTE
+    __  @
+   /_/_ @
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+   //\  @
+  |/_\| @
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+227  LATIN SMALL LETTER A WITH TILDE
+   /\/| @
+  |/\/_ @
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+    __  @
+   (()) @
+  / _ '|@
+ | (_| |@
+  \__,_|@
+        @@
+230  LATIN SMALL LETTER AE
+           @
+   __ ____ @
+  / _`  _ \@
+ | (_|  __/@
+  \__,____|@
+           @@
+231  LATIN SMALL LETTER C WITH CEDILLA
+       @
+   ___ @
+  / __|@
+ | (__ @
+  \___|@
+   )_) @@
+232  LATIN SMALL LETTER E WITH GRAVE
+   __  @
+   \_\ @
+  / _ \@
+ |  __/@
+  \___|@
+       @@
+233  LATIN SMALL LETTER E WITH ACUTE
+    __ @
+   /_/ @
+  / _ \@
+ |  __/@
+  \___|@
+       @@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+   //\ @
+  |/_\|@
+  / _ \@
+ |  __/@
+  \___|@
+       @@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+ |  __/ @
+  \___| @
+        @@
+236  LATIN SMALL LETTER I WITH GRAVE
+ __ @
+ \_\@
+ | |@
+ | |@
+ |_|@
+    @@
+237  LATIN SMALL LETTER I WITH ACUTE
+  __@
+ /_/@
+ | |@
+ | |@
+ |_|@
+    @@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+  //\ @
+ |/_\|@
+  | | @
+  | | @
+  |_| @
+      @@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+   | |  @
+   | |  @
+   |_|  @
+        @@
+240  LATIN SMALL LETTER ETH
+   /\/\ @
+   >  < @
+  _\/\ |@
+ / __` |@
+ \____/ @
+        @@
+241  LATIN SMALL LETTER N WITH TILDE
+   /\/| @
+  |/\/  @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+242  LATIN SMALL LETTER O WITH GRAVE
+   __   @
+   \_\  @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+243  LATIN SMALL LETTER O WITH ACUTE
+    __  @
+   /_/  @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+   //\  @
+  |/_\| @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+245  LATIN SMALL LETTER O WITH TILDE
+   /\/| @
+  |/\/  @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+  _   _ @
+ (_)_(_)@
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+247  DIVISION SIGN
+        @
+    _   @
+  _(_)_ @
+ |_____|@
+   (_)  @
+        @@
+248  LATIN SMALL LETTER O WITH STROKE
+         @
+   ____  @
+  / _//\ @
+ | (//) |@
+  \//__/ @
+         @@
+249  LATIN SMALL LETTER U WITH GRAVE
+   __   @
+  _\_\_ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+250  LATIN SMALL LETTER U WITH ACUTE
+    __  @
+  _/_/_ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+   //\  @
+  |/ \| @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+  _   _ @
+ (_) (_)@
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+253  LATIN SMALL LETTER Y WITH ACUTE
+    __  @
+  _/_/_ @
+ | | | |@
+ | |_| |@
+  \__, |@
+  |___/ @@
+254  LATIN SMALL LETTER THORN
+  _     @
+ | |__  @
+ | '_ \ @
+ | |_) |@
+ | .__/ @
+ |_|    @@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+  _   _ @
+ (_) (_)@
+ | | | |@
+ | |_| |@
+  \__, |@
+  |___/ @@
+0x0100  LATIN CAPITAL LETTER A WITH MACRON
+   ____ @
+  /___/ @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+0x0101  LATIN SMALL LETTER A WITH MACRON
+    ___ @
+   /_ _/@
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+0x0102  LATIN CAPITAL LETTER A WITH BREVE
+  _   _ @
+  \\_// @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+        @@
+0x0103  LATIN SMALL LETTER A WITH BREVE
+   \_/  @
+   ___  @
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+0x0104  LATIN CAPITAL LETTER A WITH OGONEK
+        @
+    _   @
+   /_\  @
+  / _ \ @
+ /_/ \_\@
+     (_(@@
+0x0105  LATIN SMALL LETTER A WITH OGONEK
+        @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__,_|@
+     (_(@@
+0x0106  LATIN CAPITAL LETTER C WITH ACUTE
+     __ @
+   _/_/ @
+  / ___|@
+ | |___ @
+  \____|@
+        @@
+0x0107  LATIN SMALL LETTER C WITH ACUTE
+    __ @
+   /__/@
+  / __|@
+ | (__ @
+  \___|@
+       @@
+0x0108  LATIN CAPITAL LETTER C WITH CIRCUMFLEX
+     /\ @
+   _//\\@
+  / ___|@
+ | |___ @
+  \____|@
+        @@
+0x0109  LATIN SMALL LETTER C WITH CIRCUMFLEX
+    /\ @
+   /_\ @
+  / __|@
+ | (__ @
+  \___|@
+       @@
+0x010A  LATIN CAPITAL LETTER C WITH DOT ABOVE
+    []  @
+   ____ @
+  / ___|@
+ | |___ @
+  \____|@
+        @@
+0x010B  LATIN SMALL LETTER C WITH DOT ABOVE
+   []  @
+   ___ @
+  / __|@
+ | (__ @
+  \___|@
+       @@
+0x010C  LATIN CAPITAL LETTER C WITH CARON
+   \\// @
+   _\/_ @
+  / ___|@
+ | |___ @
+  \____|@
+        @@
+0x010D  LATIN SMALL LETTER C WITH CARON
+   \\//@
+   _\/ @
+  / __|@
+ | (__ @
+  \___|@
+       @@
+0x010E  LATIN CAPITAL LETTER D WITH CARON
+   \\// @
+  __\/  @
+ |  _ \ @
+ | |_| |@
+ |____/ @
+        @@
+0x010F  LATIN SMALL LETTER D WITH CARON
+  \/  _ @
+   __| |@
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+0x0110  LATIN CAPITAL LETTER D WITH STROKE
+   ____   @
+  |_ __ \ @
+ /| |/ | |@
+ /|_|/_| |@
+  |_____/ @
+          @@
+0x0111  LATIN SMALL LETTER D WITH STROKE
+    ---|@
+   __| |@
+  / _` |@
+ | (_| |@
+  \__,_|@
+        @@
+0x0112  LATIN CAPITAL LETTER E WITH MACRON
+   ____ @
+  /___/ @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+0x0113  LATIN SMALL LETTER E WITH MACRON
+    ____@
+   /_ _/@
+  / _ \ @
+ |  __/ @
+  \___| @
+        @@
+0x0114  LATIN CAPITAL LETTER E WITH BREVE
+  _   _ @
+  \\_// @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+0x0115  LATIN SMALL LETTER E WITH BREVE
+  \\  //@
+    --  @
+  / _ \ @
+ |  __/ @
+  \___| @
+        @@
+0x0116  LATIN CAPITAL LETTER E WITH DOT ABOVE
+    []  @
+  _____ @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+0x0117  LATIN SMALL LETTER E WITH DOT ABOVE
+    [] @
+    __ @
+  / _ \@
+ |  __/@
+  \___|@
+       @@
+0x0118  LATIN CAPITAL LETTER E WITH OGONEK
+        @
+  _____ @
+ | ____|@
+ |  _|_ @
+ |_____|@
+    (__(@@
+0x0119  LATIN SMALL LETTER E WITH OGONEK
+       @
+   ___ @
+  / _ \@
+ |  __/@
+  \___|@
+    (_(@@
+0x011A  LATIN CAPITAL LETTER E WITH CARON
+   \\// @
+  __\/_ @
+ | ____|@
+ |  _|_ @
+ |_____|@
+        @@
+0x011B  LATIN SMALL LETTER E WITH CARON
+   \\//@
+    \/ @
+  / _ \@
+ |  __/@
+  \___|@
+       @@
+0x011C  LATIN CAPITAL LETTER G WITH CIRCUMFLEX
+   _/\_ @
+  / ___|@
+ | |  _ @
+ | |_| |@
+  \____|@
+        @@
+0x011D  LATIN SMALL LETTER G WITH CIRCUMFLEX
+     /\ @
+   _/_ \@
+  / _` |@
+ | (_| |@
+  \__, |@
+  |___/ @@
+0x011E  LATIN CAPITAL LETTER G WITH BREVE
+   _\/_ @
+  / ___|@
+ | |  _ @
+ | |_| |@
+  \____|@
+        @@
+0x011F  LATIN SMALL LETTER G WITH BREVE
+  \___/ @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__, |@
+  |___/ @@
+0x0120  LATIN CAPITAL LETTER G WITH DOT ABOVE
+   _[]_ @
+  / ___|@
+ | |  _ @
+ | |_| |@
+  \____|@
+        @@
+0x0121  LATIN SMALL LETTER G WITH DOT ABOVE
+   []   @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__, |@
+  |___/ @@
+0x0122  LATIN CAPITAL LETTER G WITH CEDILLA
+   ____ @
+  / ___|@
+ | |  _ @
+ | |_| |@
+  \____|@
+   )__) @@
+0x0123  LATIN SMALL LETTER G WITH CEDILLA
+        @
+   __ _ @
+  / _` |@
+ | (_| |@
+  \__, |@
+  |_))))@@
+0x0124  LATIN CAPITAL LETTER H WITH CIRCUMFLEX
+  _/ \_ @
+ | / \ |@
+ | |_| |@
+ |  _  |@
+ |_| |_|@
+        @@
+0x0125  LATIN SMALL LETTER H WITH CIRCUMFLEX
+  _  /\ @
+ | |//\ @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+0x0126  LATIN CAPITAL LETTER H WITH STROKE
+  _   _ @
+ | |=| |@
+ | |_| |@
+ |  _  |@
+ |_| |_|@
+        @@
+0x0127  LATIN SMALL LETTER H WITH STROKE
+  _     @
+ |=|__  @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+0x0128  LATIN CAPITAL LETTER I WITH TILDE
+  /\//@
+ |_ _|@
+  | | @
+  | | @
+ |___|@
+      @@
+0x0129  LATIN SMALL LETTER I WITH TILDE
+    @
+ /\/@
+ | |@
+ | |@
+ |_|@
+    @@
+0x012A  LATIN CAPITAL LETTER I WITH MACRON
+ /___/@
+ |_ _|@
+  | | @
+  | | @
+ |___|@
+      @@
+0x012B  LATIN SMALL LETTER I WITH MACRON
+  ____@
+ /___/@
+  | | @
+  | | @
+  |_| @
+      @@
+0x012C  LATIN CAPITAL LETTER I WITH BREVE
+  \__/@
+ |_ _|@
+  | | @
+  | | @
+ |___|@
+      @@
+0x012D  LATIN SMALL LETTER I WITH BREVE
+    @
+ \_/@
+ | |@
+ | |@
+ |_|@
+    @@
+0x012E  LATIN CAPITAL LETTER I WITH OGONEK
+  ___ @
+ |_ _|@
+  | | @
+  | | @
+ |___|@
+  (__(@@
+0x012F  LATIN SMALL LETTER I WITH OGONEK
+  _  @
+ (_) @
+ | | @
+ | | @
+ |_|_@
+  (_(@@
+0x0130  LATIN CAPITAL LETTER I WITH DOT ABOVE
+  _[] @
+ |_ _|@
+  | | @
+  | | @
+ |___|@
+      @@
+0x0131  LATIN SMALL LETTER DOTLESS I
+    @
+  _ @
+ | |@
+ | |@
+ |_|@
+    @@
+0x0132  LATIN CAPITAL LIGATURE IJ
+  ___  _ @
+ |_ _|| |@
+  | | | |@
+  | |_| |@
+ |__|__/ @
+         @@
+0x0133  LATIN SMALL LIGATURE IJ
+  _   _ @
+ (_) (_)@
+ | | | |@
+ | | | |@
+ |_|_/ |@
+   |__/ @@
+0x0134  LATIN CAPITAL LETTER J WITH CIRCUMFLEX
+      /\ @
+     /_\|@
+  _  | | @
+ | |_| | @
+  \___/  @
+         @@
+0x0135  LATIN SMALL LETTER J WITH CIRCUMFLEX
+    /\@
+   /_\@
+   | |@
+   | |@
+  _/ |@
+ |__/ @@
+0x0136  LATIN CAPITAL LETTER K WITH CEDILLA
+  _  _  @
+ | |/ / @
+ | ' /  @
+ | . \  @
+ |_|\_\ @
+    )__)@@
+0x0137  LATIN SMALL LETTER K WITH CEDILLA
+  _    @
+ | | __@
+ | |/ /@
+ |   < @
+ |_|\_\@
+    )_)@@
+0x0138  LATIN SMALL LETTER KRA
+       @
+  _ __ @
+ | |/ \@
+ |   < @
+ |_|\_\@
+       @@
+0x0139  LATIN CAPITAL LETTER L WITH ACUTE
+  _   //@
+ | | // @
+ | |    @
+ | |___ @
+ |_____|@
+        @@
+0x013A  LATIN SMALL LETTER L WITH ACUTE
+  //@
+ | |@
+ | |@
+ | |@
+ |_|@
+    @@
+0x013B  LATIN CAPITAL LETTER L WITH CEDILLA
+  _     @
+ | |    @
+ | |    @
+ | |___ @
+ |_____|@
+    )__)@@
+0x013C  LATIN SMALL LETTER L WITH CEDILLA
+  _   @
+ | |  @
+ | |  @
+ | |  @
+ |_|  @
+   )_)@@
+0x013D  LATIN CAPITAL LETTER L WITH CARON
+  _ \\//@
+ | | \/ @
+ | |    @
+ | |___ @
+ |_____|@
+        @@
+0x013E  LATIN SMALL LETTER L WITH CARON
+  _ \\//@
+ | | \/ @
+ | |    @
+ | |    @
+ |_|    @
+        @@
+0x013F  LATIN CAPITAL LETTER L WITH MIDDLE DOT
+  _     @
+ | |    @
+ | | [] @
+ | |___ @
+ |_____|@
+        @@
+0x0140  LATIN SMALL LETTER L WITH MIDDLE DOT
+  _    @
+ | |   @
+ | | []@
+ | |   @
+ |_|   @
+       @@
+0x0141  LATIN CAPITAL LETTER L WITH STROKE
+  __    @
+ | //   @
+ |//|   @
+ // |__ @
+ |_____|@
+        @@
+0x0142  LATIN SMALL LETTER L WITH STROKE
+  _ @
+ | |@
+ |//@
+ //|@
+ |_|@
+    @@
+0x0143  LATIN CAPITAL LETTER N WITH ACUTE
+  _/ /_ @
+ | \ | |@
+ |  \| |@
+ | |\  |@
+ |_| \_|@
+        @@
+0x0144  LATIN SMALL LETTER N WITH ACUTE
+     _  @
+  _ /_/ @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+0x0145  LATIN CAPITAL LETTER N WITH CEDILLA
+  _   _ @
+ | \ | |@
+ |  \| |@
+ | |\  |@
+ |_| \_|@
+ )_)    @@
+0x0146  LATIN SMALL LETTER N WITH CEDILLA
+        @
+  _ __  @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+ )_)    @@
+0x0147  LATIN CAPITAL LETTER N WITH CARON
+  _\/ _ @
+ | \ | |@
+ |  \| |@
+ | |\  |@
+ |_| \_|@
+        @@
+0x0148  LATIN SMALL LETTER N WITH CARON
+  \\//  @
+  _\/_  @
+ | '_ \ @
+ | | | |@
+ |_| |_|@
+        @@
+0x0149  LATIN SMALL LETTER N PRECEDED BY APOSTROPHE
+          @
+  _  __   @
+ ( )| '_\ @
+ |/| | | |@
+   |_| |_|@
+          @@
+0x014A  LATIN CAPITAL LETTER ENG
+  _   _ @
+ | \ | |@
+ |  \| |@
+ | |\  |@
+ |_| \ |@
+     )_)@@
+0x014B  LATIN SMALL LETTER ENG
+  _ __  @
+ | '_ \ @
+ | | | |@
+ |_| | |@
+     | |@
+    |__ @@
+0x014C  LATIN CAPITAL LETTER O WITH MACRON
+   ____ @
+  /_ _/ @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+0x014D  LATIN SMALL LETTER O WITH MACRON
+   ____ @
+  /_ _/ @
+  / _ \ @
+ | (_) |@
+  \___/ @
+        @@
+0x014E  LATIN CAPITAL LETTER O WITH BREVE
+  \   / @
+   _-_  @
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+0x014F  LATIN SMALL LETTER O WITH BREVE
+  \   / @
+   _-_  @
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+0x0150  LATIN CAPITAL LETTER O WITH DOUBLE ACUTE
+    ___ @
+   /_/_/@
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+0x0151  LATIN SMALL LETTER O WITH DOUBLE ACUTE
+    ___ @
+   /_/_/@
+  / _ \ @
+ | |_| |@
+  \___/ @
+        @@
+0x0152  LATIN CAPITAL LIGATURE OE
+   ___  ___ @
+  / _ \| __|@
+ | | | |  | @
+ | |_| | |__@
+  \___/|____@
+            @@
+0x0153  LATIN SMALL LIGATURE OE
+             @
+   ___   ___ @
+  / _ \ / _ \@
+ | (_) |  __/@
+  \___/ \___|@
+             @@
+0x0154  LATIN CAPITAL LETTER R WITH ACUTE
+  _/_/  @
+ |  _ \ @
+ | |_) |@
+ |  _ < @
+ |_| \_\@
+        @@
+0x0155  LATIN SMALL LETTER R WITH ACUTE
+     __@
+  _ /_/@
+ | '__|@
+ | |   @
+ |_|   @
+       @@
+0x0156  LATIN CAPITAL LETTER R WITH CEDILLA
+  ____  @
+ |  _ \ @
+ | |_) |@
+ |  _ < @
+ |_| \_\@
+ )_)    @@
+0x0157  LATIN SMALL LETTER R WITH CEDILLA
+       @
+  _ __ @
+ | '__|@
+ | |   @
+ |_|   @
+   )_) @@
+0x0158  LATIN CAPITAL LETTER R WITH CARON
+  _\_/  @
+ |  _ \ @
+ | |_) |@
+ |  _ < @
+ |_| \_\@
+        @@
+0x0159  LATIN SMALL LETTER R WITH CARON
+  \\// @
+  _\/_ @
+ | '__|@
+ | |   @
+ |_|   @
+       @@
+0x015A  LATIN CAPITAL LETTER S WITH ACUTE
+  _/_/  @
+ / ___| @
+ \___ \ @
+  ___) |@
+ |____/ @
+        @@
+0x015B  LATIN SMALL LETTER S WITH ACUTE
+    __@
+  _/_/@
+ / __|@
+ \__ \@
+ |___/@
+      @@
+0x015C  LATIN CAPITAL LETTER S WITH CIRCUMFLEX
+  _/\_  @
+ / ___| @
+ \___ \ @
+  ___) |@
+ |____/ @
+        @@
+0x015D  LATIN SMALL LETTER S WITH CIRCUMFLEX
+      @
+  /_\_@
+ / __|@
+ \__ \@
+ |___/@
+      @@
+0x015E  LATIN CAPITAL LETTER S WITH CEDILLA
+  ____  @
+ / ___| @
+ \___ \ @
+  ___) |@
+ |____/ @
+    )__)@@
+0x015F  LATIN SMALL LETTER S WITH CEDILLA
+      @
+  ___ @
+ / __|@
+ \__ \@
+ |___/@
+   )_)@@
+0x0160  LATIN CAPITAL LETTER S WITH CARON
+  _\_/  @
+ / ___| @
+ \___ \ @
+  ___) |@
+ |____/ @
+        @@
+0x0161  LATIN SMALL LETTER S WITH CARON
+  \\//@
+  _\/ @
+ / __|@
+ \__ \@
+ |___/@
+      @@
+0x0162  LATIN CAPITAL LETTER T WITH CEDILLA
+  _____ @
+ |_   _|@
+   | |  @
+   | |  @
+   |_|  @
+    )__)@@
+0x0163  LATIN SMALL LETTER T WITH CEDILLA
+  _   @
+ | |_ @
+ | __|@
+ | |_ @
+  \__|@
+   )_)@@
+0x0164  LATIN CAPITAL LETTER T WITH CARON
+  _____ @
+ |_   _|@
+   | |  @
+   | |  @
+   |_|  @
+        @@
+0x0165  LATIN SMALL LETTER T WITH CARON
+  \/  @
+ | |_ @
+ | __|@
+ | |_ @
+  \__|@
+      @@
+0x0166  LATIN CAPITAL LETTER T WITH STROKE
+  _____ @
+ |_   _|@
+   | |  @
+  -|-|- @
+   |_|  @
+        @@
+0x0167  LATIN SMALL LETTER T WITH STROKE
+  _   @
+ | |_ @
+ | __|@
+ |-|_ @
+  \__|@
+      @@
+0x0168  LATIN CAPITAL LETTER U WITH TILDE
+        @
+  _/\/_ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+0x0169  LATIN SMALL LETTER U WITH TILDE
+        @
+  _/\/_ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+0x016A  LATIN CAPITAL LETTER U WITH MACRON
+   ____ @
+  /__ _/@
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+0x016B  LATIN SMALL LETTER U WITH MACRON
+   ____ @
+  / _  /@
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+0x016C  LATIN CAPITAL LETTER U WITH BREVE
+        @
+   \_/_ @
+ | | | |@
+ | |_| |@
+  \____|@
+        @@
+0x016D  LATIN SMALL LETTER U WITH BREVE
+        @
+   \_/_ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+0x016E  LATIN CAPITAL LETTER U WITH RING ABOVE
+    O   @
+  __  _ @
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+0x016F  LATIN SMALL LETTER U WITH RING ABOVE
+    O   @
+  __ __ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+0x0170  LATIN CAPITAL LETTER U WITH DOUBLE ACUTE
+   -- --@
+  /_//_/@
+ | | | |@
+ | |_| |@
+  \___/ @
+        @@
+0x0171  LATIN SMALL LETTER U WITH DOUBLE ACUTE
+    ____@
+  _/_/_/@
+ | | | |@
+ | |_| |@
+  \__,_|@
+        @@
+0x0172  LATIN CAPITAL LETTER U WITH OGONEK
+  _   _ @
+ | | | |@
+ | | | |@
+ | |_| |@
+  \___/ @
+    (__(@@
+0x0173  LATIN SMALL LETTER U WITH OGONEK
+        @
+  _   _ @
+ | | | |@
+ | |_| |@
+  \__,_|@
+     (_(@@
+0x0174  LATIN CAPITAL LETTER W WITH CIRCUMFLEX
+ __    /\  __@
+ \ \  //\\/ /@
+  \ \ /\ / / @
+   \ V  V /  @
+    \_/\_/   @
+             @@
+0x0175  LATIN SMALL LETTER W WITH CIRCUMFLEX
+      /\   @
+ __  //\\__@
+ \ \ /\ / /@
+  \ V  V / @
+   \_/\_/  @
+           @@
+0x0176  LATIN CAPITAL LETTER Y WITH CIRCUMFLEX
+    /\  @
+ __//\\ @
+ \ \ / /@
+  \ V / @
+   |_|  @
+        @@
+0x0177  LATIN SMALL LETTER Y WITH CIRCUMFLEX
+    /\  @
+   //\\ @
+ | | | |@
+ | |_| |@
+  \__, |@
+  |___/ @@
+0x0178  LATIN CAPITAL LETTER Y WITH DIAERESIS
+  []  []@
+ __    _@
+ \ \ / /@
+  \ V / @
+   |_|  @
+        @@
+0x0179  LATIN CAPITAL LETTER Z WITH ACUTE
+  __/_/@
+ |__  /@
+   / / @
+  / /_ @
+ /____|@
+       @@
+0x017A  LATIN SMALL LETTER Z WITH ACUTE
+    _ @
+  _/_/@
+ |_  /@
+  / / @
+ /___|@
+      @@
+0x017B  LATIN CAPITAL LETTER Z WITH DOT ABOVE
+  __[]_@
+ |__  /@
+   / / @
+  / /_ @
+ /____|@
+       @@
+0x017C  LATIN SMALL LETTER Z WITH DOT ABOVE
+   [] @
+  ____@
+ |_  /@
+  / / @
+ /___|@
+      @@
+0x017D  LATIN CAPITAL LETTER Z WITH CARON
+  _\_/_@
+ |__  /@
+   / / @
+  / /_ @
+ /____|@
+       @@
+0x017E  LATIN SMALL LETTER Z WITH CARON
+  \\//@
+  _\/_@
+ |_  /@
+  / / @
+ /___|@
+      @@
+0x017F  LATIN SMALL LETTER LONG S
+     __ @
+    / _|@
+ |-| |  @
+ |-| |  @
+   |_|  @
+        @@
+0x02C7  CARON
+ \\//@
+  \/ @
+    $@
+    $@
+    $@
+    $@@
+0x02D8  BREVE
+ \\_//@
+  \_/ @
+     $@
+     $@
+     $@
+     $@@
+0x02D9  DOT ABOVE
+ []@
+  $@
+  $@
+  $@
+  $@
+  $@@
+0x02DB  OGONEK
+    $@
+    $@
+    $@
+    $@
+    $@
+ )_) @@
+0x02DD  DOUBLE ACUTE ACCENT
+  _ _ @
+ /_/_/@
+     $@
+     $@
+     $@
+     $@@
+0xCA0  KANNADA LETTER TTHA
+   _____)@
+  /_ ___/@
+  / _ \  @
+ | (_) | @
+ $\___/$ @
+         @@
diff --git a/benchmarks/paper/benchmarks/wapm/fonts/term.flf b/benchmarks/paper/benchmarks/wapm/fonts/term.flf
new file mode 100644
index 000000000..e27d01eee
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fonts/term.flf
@@ -0,0 +1,600 @@
+flf2a 1 1 2 -1 13 0 0 242
+Terminal by Glenn Chappell 4/93
+Includes characters 128-255
+Enhanced for Latin-2,3,4 by John Cowan <cowan@ccil.org>
+Latin character sets supported only if your screen font does
+figlet release 2.2 -- November 1996
+Permission is hereby given to modify this font, as long as the
+modifier's name is placed on a comment line.
+
+Double-checked by Paul Burton <solution@earthlink.net> 12/96.  Added the new
+parameter supported by FIGlet and FIGWin.  Unlike all other FIGfonts, this one
+is intended to produce output exactly the same as the input unless a control
+file is used.  Therefore it produces the SAME output for smush, kern or fit.
+  
+@
+!@
+"@
+#@
+$@
+%@
+&@
+'@
+(@
+)@
+*@
++@
+,@
+-@
+.@
+/@
+0@
+1@
+2@
+3@
+4@
+5@
+6@
+7@
+8@
+9@
+:@
+;@
+<@
+=@
+>@
+?@
+@#
+A@
+B@
+C@
+D@
+E@
+F@
+G@
+H@
+I@
+J@
+K@
+L@
+M@
+N@
+O@
+P@
+Q@
+R@
+S@
+T@
+U@
+V@
+W@
+X@
+Y@
+Z@
+[@
+\@
+]@
+^@
+_@
+`@
+a@
+b@
+c@
+d@
+e@
+f@
+g@
+h@
+i@
+j@
+k@
+l@
+m@
+n@
+o@
+p@
+q@
+r@
+s@
+t@
+u@
+v@
+w@
+x@
+y@
+z@
+{@
+|@
+}@
+~@
+�@
+�@
+�@
+�@
+�@
+�@
+�@
+128
+�@
+129
+�@
+130
+�@
+131
+�@
+132
+�@
+133
+�@
+134
+�@
+135
+�@
+136
+�@
+137
+�@
+138
+�@
+139
+�@
+140
+�@
+141
+�@
+142
+�@
+143
+�@
+144
+�@
+145
+�@
+146
+�@
+147
+�@
+148
+�@
+149
+�@
+150
+�@
+151
+�@
+152
+�@
+153
+�@
+154
+�@
+155
+�@
+156
+�@
+157
+�@
+158
+�@
+159
+�@
+160  NO-BREAK SPACE
+�@
+161  INVERTED EXCLAMATION MARK
+�@
+162  CENT SIGN
+�@
+163  POUND SIGN
+�@
+164  CURRENCY SIGN
+�@
+165  YEN SIGN
+�@
+166  BROKEN BAR
+�@
+167  SECTION SIGN
+�@
+168  DIAERESIS
+�@
+169  COPYRIGHT SIGN
+�@
+170  FEMININE ORDINAL INDICATOR
+�@
+171  LEFT-POINTING DOUBLE ANGLE QUOTATION MARK
+�@
+172  NOT SIGN
+�@
+173  SOFT HYPHEN
+�@
+174  REGISTERED SIGN
+�@
+175  MACRON
+�@
+176  DEGREE SIGN
+�@
+177  PLUS-MINUS SIGN
+�@
+178  SUPERSCRIPT TWO
+�@
+179  SUPERSCRIPT THREE
+�@
+180  ACUTE ACCENT
+�@
+181  MICRO SIGN
+�@
+182  PILCROW SIGN
+�@
+183  MIDDLE DOT
+�@
+184  CEDILLA
+�@
+185  SUPERSCRIPT ONE
+�@
+186  MASCULINE ORDINAL INDICATOR
+�@
+187  RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK
+�@
+188  VULGAR FRACTION ONE QUARTER
+�@
+189  VULGAR FRACTION ONE HALF
+�@
+190  VULGAR FRACTION THREE QUARTERS
+�@
+191  INVERTED QUESTION MARK
+�@
+192  LATIN CAPITAL LETTER A WITH GRAVE
+�@
+193  LATIN CAPITAL LETTER A WITH ACUTE
+�@
+194  LATIN CAPITAL LETTER A WITH CIRCUMFLEX
+�@
+195  LATIN CAPITAL LETTER A WITH TILDE
+�@
+196  LATIN CAPITAL LETTER A WITH DIAERESIS
+�@
+197  LATIN CAPITAL LETTER A WITH RING ABOVE
+�@
+198  LATIN CAPITAL LETTER AE
+�@
+199  LATIN CAPITAL LETTER C WITH CEDILLA
+�@
+200  LATIN CAPITAL LETTER E WITH GRAVE
+�@
+201  LATIN CAPITAL LETTER E WITH ACUTE
+�@
+202  LATIN CAPITAL LETTER E WITH CIRCUMFLEX
+�@
+203  LATIN CAPITAL LETTER E WITH DIAERESIS
+�@
+204  LATIN CAPITAL LETTER I WITH GRAVE
+�@
+205  LATIN CAPITAL LETTER I WITH ACUTE
+�@
+206  LATIN CAPITAL LETTER I WITH CIRCUMFLEX
+�@
+207  LATIN CAPITAL LETTER I WITH DIAERESIS
+�@
+208  LATIN CAPITAL LETTER ETH
+�@
+209  LATIN CAPITAL LETTER N WITH TILDE
+�@
+210  LATIN CAPITAL LETTER O WITH GRAVE
+�@
+211  LATIN CAPITAL LETTER O WITH ACUTE
+�@
+212  LATIN CAPITAL LETTER O WITH CIRCUMFLEX
+�@
+213  LATIN CAPITAL LETTER O WITH TILDE
+�@
+214  LATIN CAPITAL LETTER O WITH DIAERESIS
+�@
+215  MULTIPLICATION SIGN
+�@
+216  LATIN CAPITAL LETTER O WITH STROKE
+�@
+217  LATIN CAPITAL LETTER U WITH GRAVE
+�@
+218  LATIN CAPITAL LETTER U WITH ACUTE
+�@
+219  LATIN CAPITAL LETTER U WITH CIRCUMFLEX
+�@
+220  LATIN CAPITAL LETTER U WITH DIAERESIS
+�@
+221  LATIN CAPITAL LETTER Y WITH ACUTE
+�@
+222  LATIN CAPITAL LETTER THORN
+�@
+223  LATIN SMALL LETTER SHARP S
+�@
+224  LATIN SMALL LETTER A WITH GRAVE
+�@
+225  LATIN SMALL LETTER A WITH ACUTE
+�@
+226  LATIN SMALL LETTER A WITH CIRCUMFLEX
+�@
+227  LATIN SMALL LETTER A WITH TILDE
+�@
+228  LATIN SMALL LETTER A WITH DIAERESIS
+�@
+229  LATIN SMALL LETTER A WITH RING ABOVE
+�@
+230  LATIN SMALL LETTER AE
+�@
+231  LATIN SMALL LETTER C WITH CEDILLA
+�@
+232  LATIN SMALL LETTER E WITH GRAVE
+�@
+233  LATIN SMALL LETTER E WITH ACUTE
+�@
+234  LATIN SMALL LETTER E WITH CIRCUMFLEX
+�@
+235  LATIN SMALL LETTER E WITH DIAERESIS
+�@
+236  LATIN SMALL LETTER I WITH GRAVE
+�@
+237  LATIN SMALL LETTER I WITH ACUTE
+�@
+238  LATIN SMALL LETTER I WITH CIRCUMFLEX
+�@
+239  LATIN SMALL LETTER I WITH DIAERESIS
+�@
+240  LATIN SMALL LETTER ETH
+�@
+241  LATIN SMALL LETTER N WITH TILDE
+�@
+242  LATIN SMALL LETTER O WITH GRAVE
+�@
+243  LATIN SMALL LETTER O WITH ACUTE
+�@
+244  LATIN SMALL LETTER O WITH CIRCUMFLEX
+�@
+245  LATIN SMALL LETTER O WITH TILDE
+�@
+246  LATIN SMALL LETTER O WITH DIAERESIS
+�@
+247  DIVISION SIGN
+�@
+248  LATIN SMALL LETTER O WITH STROKE
+�@
+249  LATIN SMALL LETTER U WITH GRAVE
+�@
+250  LATIN SMALL LETTER U WITH ACUTE
+�@
+251  LATIN SMALL LETTER U WITH CIRCUMFLEX
+�@
+252  LATIN SMALL LETTER U WITH DIAERESIS
+�@
+253  LATIN SMALL LETTER Y WITH ACUTE
+�@
+254  LATIN SMALL LETTER THORN
+�@
+255  LATIN SMALL LETTER Y WITH DIAERESIS
+�@
+0x0100  LATIN CAPITAL LETTER A WITH MACRON
+�@
+0x0101  LATIN SMALL LETTER A WITH MACRON
+�@
+0x0102  LATIN CAPITAL LETTER A WITH BREVE
+�@
+0x0103  LATIN SMALL LETTER A WITH BREVE
+�@
+0x0104  LATIN CAPITAL LETTER A WITH OGONEK
+�@
+0x0105  LATIN SMALL LETTER A WITH OGONEK
+�@
+0x0106  LATIN CAPITAL LETTER C WITH ACUTE
+�@
+0x0107  LATIN SMALL LETTER C WITH ACUTE
+�@
+0x0108  LATIN CAPITAL LETTER C WITH CIRCUMFLEX
+�@
+0x0109  LATIN SMALL LETTER C WITH CIRCUMFLEX
+�@
+0x010A  LATIN CAPITAL LETTER C WITH DOT ABOVE
+�@
+0x010B  LATIN SMALL LETTER C WITH DOT ABOVE
+�@
+0x010C  LATIN CAPITAL LETTER C WITH CARON
+�@
+0x010D  LATIN SMALL LETTER C WITH CARON
+�@
+0x010E  LATIN CAPITAL LETTER D WITH CARON
+�@
+0x010F  LATIN SMALL LETTER D WITH CARON
+�@
+0x0110  LATIN CAPITAL LETTER D WITH STROKE
+�@
+0x0111  LATIN SMALL LETTER D WITH STROKE
+�@
+0x0112  LATIN CAPITAL LETTER E WITH MACRON
+�@
+0x0113  LATIN SMALL LETTER E WITH MACRON
+�@
+0x0116  LATIN CAPITAL LETTER E WITH DOT ABOVE
+�@
+0x0117  LATIN SMALL LETTER E WITH DOT ABOVE
+�@
+0x0118  LATIN CAPITAL LETTER E WITH OGONEK
+�@
+0x0119  LATIN SMALL LETTER E WITH OGONEK
+�@
+0x011A  LATIN CAPITAL LETTER E WITH CARON
+�@
+0x011B  LATIN SMALL LETTER E WITH CARON
+�@
+0x011C  LATIN CAPITAL LETTER G WITH CIRCUMFLEX
+�@
+0x011D  LATIN SMALL LETTER G WITH CIRCUMFLEX
+�@
+0x011E  LATIN CAPITAL LETTER G WITH BREVE
+�@
+0x011F  LATIN SMALL LETTER G WITH BREVE
+�@
+0x0120  LATIN CAPITAL LETTER G WITH DOT ABOVE
+�@
+0x0121  LATIN SMALL LETTER G WITH DOT ABOVE
+�@
+0x0122  LATIN CAPITAL LETTER G WITH CEDILLA
+�@
+0x0123  LATIN SMALL LETTER G WITH CEDILLA
+�@
+0x0124  LATIN CAPITAL LETTER H WITH CIRCUMFLEX
+�@
+0x0125  LATIN SMALL LETTER H WITH CIRCUMFLEX
+�@
+0x0126  LATIN CAPITAL LETTER H WITH STROKE
+�@
+0x0127  LATIN SMALL LETTER H WITH STROKE
+�@
+0x0128  LATIN CAPITAL LETTER I WITH TILDE
+�@
+0x0129  LATIN SMALL LETTER I WITH TILDE
+�@
+0x012A  LATIN CAPITAL LETTER I WITH MACRON
+�@
+0x012B  LATIN SMALL LETTER I WITH MACRON
+�@
+0x012E  LATIN CAPITAL LETTER I WITH OGONEK
+�@
+0x012F  LATIN SMALL LETTER I WITH OGONEK
+�@
+0x0130  LATIN CAPITAL LETTER I WITH DOT ABOVE
+�@
+0x0131  LATIN SMALL LETTER DOTLESS I
+�@
+0x0134  LATIN CAPITAL LETTER J WITH CIRCUMFLEX
+�@
+0x0135  LATIN SMALL LETTER J WITH CIRCUMFLEX
+�@
+0x0136  LATIN CAPITAL LETTER K WITH CEDILLA
+�@
+0x0137  LATIN SMALL LETTER K WITH CEDILLA
+�@
+0x0138  LATIN SMALL LETTER KRA
+�@
+0x0139  LATIN CAPITAL LETTER L WITH ACUTE
+�@
+0x013A  LATIN SMALL LETTER L WITH ACUTE
+�@
+0x013B  LATIN CAPITAL LETTER L WITH CEDILLA
+�@
+0x013C  LATIN SMALL LETTER L WITH CEDILLA
+�@
+0x013D  LATIN CAPITAL LETTER L WITH CARON
+�@
+0x013E  LATIN SMALL LETTER L WITH CARON
+�@
+0x0141  LATIN CAPITAL LETTER L WITH STROKE
+�@
+0x0142  LATIN SMALL LETTER L WITH STROKE
+�@
+0x0143  LATIN CAPITAL LETTER N WITH ACUTE
+�@
+0x0144  LATIN SMALL LETTER N WITH ACUTE
+�@
+0x0145  LATIN CAPITAL LETTER N WITH CEDILLA
+�@
+0x0146  LATIN SMALL LETTER N WITH CEDILLA
+�@
+0x0147  LATIN CAPITAL LETTER N WITH CARON
+�@
+0x0148  LATIN SMALL LETTER N WITH CARON
+�@
+0x014A  LATIN CAPITAL LETTER ENG
+�@
+0x014B  LATIN SMALL LETTER ENG
+�@
+0x014C  LATIN CAPITAL LETTER O WITH MACRON
+�@
+0x014D  LATIN SMALL LETTER O WITH MACRON
+�@
+0x0150  LATIN CAPITAL LETTER O WITH DOUBLE ACUTE
+�@
+0x0151  LATIN SMALL LETTER O WITH DOUBLE ACUTE
+�@
+0x0154  LATIN CAPITAL LETTER R WITH ACUTE
+�@
+0x0155  LATIN SMALL LETTER R WITH ACUTE
+�@
+0x0156  LATIN CAPITAL LETTER R WITH CEDILLA
+�@
+0x0157  LATIN SMALL LETTER R WITH CEDILLA
+�@
+0x0158  LATIN CAPITAL LETTER R WITH CARON
+�@
+0x0159  LATIN SMALL LETTER R WITH CARON
+�@
+0x015A  LATIN CAPITAL LETTER S WITH ACUTE
+�@
+0x015B  LATIN SMALL LETTER S WITH ACUTE
+�@
+0x015C  LATIN CAPITAL LETTER S WITH CIRCUMFLEX
+�@
+0x015D  LATIN SMALL LETTER S WITH CIRCUMFLEX
+�@
+0x015E  LATIN CAPITAL LETTER S WITH CEDILLA
+�@
+0x015F  LATIN SMALL LETTER S WITH CEDILLA
+�@
+0x0160  LATIN CAPITAL LETTER S WITH CARON
+�@
+0x0161  LATIN SMALL LETTER S WITH CARON
+�@
+0x0162  LATIN CAPITAL LETTER T WITH CEDILLA
+�@
+0x0163  LATIN SMALL LETTER T WITH CEDILLA
+�@
+0x0164  LATIN CAPITAL LETTER T WITH CARON
+�@
+0x0165  LATIN SMALL LETTER T WITH CARON
+�@
+0x0166  LATIN CAPITAL LETTER T WITH STROKE
+�@
+0x0167  LATIN SMALL LETTER T WITH STROKE
+�@
+0x0168  LATIN CAPITAL LETTER U WITH TILDE
+�@
+0x0169  LATIN SMALL LETTER U WITH TILDE
+�@
+0x016A  LATIN CAPITAL LETTER U WITH MACRON
+�@
+0x016B  LATIN SMALL LETTER U WITH MACRON
+�@
+0x016C  LATIN CAPITAL LETTER U WITH BREVE
+�@
+0x016D  LATIN SMALL LETTER U WITH BREVE
+�@
+0x016E  LATIN CAPITAL LETTER U WITH RING ABOVE
+�@
+0x016F  LATIN SMALL LETTER U WITH RING ABOVE
+�@
+0x0170  LATIN CAPITAL LETTER U WITH DOUBLE ACUTE
+�@
+0x0171  LATIN SMALL LETTER U WITH DOUBLE ACUTE
+�@
+0x0172  LATIN CAPITAL LETTER U WITH OGONEK
+�@
+0x0173  LATIN SMALL LETTER U WITH OGONEK
+�@
+0x0179  LATIN CAPITAL LETTER Z WITH ACUTE
+�@
+0x017A  LATIN SMALL LETTER Z WITH ACUTE
+�@
+0x017B  LATIN CAPITAL LETTER Z WITH DOT ABOVE
+�@
+0x017C  LATIN SMALL LETTER Z WITH DOT ABOVE
+�@
+0x017D  LATIN CAPITAL LETTER Z WITH CARON
+�@
+0x017E  LATIN SMALL LETTER Z WITH CARON
+�@
+0x02C7  CARON
+�@
+0x02D8  BREVE
+�@
+0x02D9  DOT ABOVE
+�@
+0x02DB  OGONEK
+�@
+0x02DD  DOUBLE ACUTE ACCENT
+�@
diff --git a/benchmarks/paper/benchmarks/wapm/fortune.wasm b/benchmarks/paper/benchmarks/wapm/fortune.wasm
new file mode 100755
index 000000000..7f14bf08f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fortune.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8298c6a2615a36e4426ad4982de0a29da7a2b2da2675a49c13749e0d1aeaaf7
+size 2413765
diff --git a/benchmarks/paper/benchmarks/wapm/fortune.wasm.conf b/benchmarks/paper/benchmarks/wapm/fortune.wasm.conf
new file mode 100644
index 000000000..6678312b9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/fortune.wasm.conf
@@ -0,0 +1 @@
+HEAD_COMMAND=("")
diff --git a/benchmarks/paper/benchmarks/wapm/irb.wasm b/benchmarks/paper/benchmarks/wapm/irb.wasm
new file mode 100644
index 000000000..268ba1ea1
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/irb.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:257133432664662ce6bb17f1e6b75bd512e068a53523026eddd8518d2134676b
+size 17177819
diff --git a/benchmarks/paper/benchmarks/wapm/irb.wasm.conf b/benchmarks/paper/benchmarks/wapm/irb.wasm.conf
new file mode 100644
index 000000000..88792599b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/irb.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("eval")
+COMMAND=('echo 3+4')
diff --git a/benchmarks/paper/benchmarks/wapm/irb.wasm.expected b/benchmarks/paper/benchmarks/wapm/irb.wasm.expected
new file mode 100644
index 000000000..8719b99a2
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/irb.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:774e88801102999b530c8fd2632ce04620f6bcad635824a65ad65fe038459ce6
+size 68
diff --git a/benchmarks/paper/benchmarks/wapm/irb_config.py b/benchmarks/paper/benchmarks/wapm/irb_config.py
new file mode 100644
index 000000000..137ca4d16
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/irb_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    input_command = "echo 3+4"
diff --git a/benchmarks/paper/benchmarks/wapm/iwasm.conf b/benchmarks/paper/benchmarks/wapm/iwasm.conf
new file mode 100644
index 000000000..a5aae990f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/iwasm.conf
@@ -0,0 +1,2 @@
+VM="iwasm"
+RANDOMCASE="uuid.wasm fortune.wasm md5.wasm erdtree.wasm greg.wasm zuk.wasm.conf"
diff --git a/benchmarks/paper/benchmarks/wapm/md5.wasm b/benchmarks/paper/benchmarks/wapm/md5.wasm
new file mode 100755
index 000000000..6f40c9684
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/md5.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21552b0d4c3d74cf464bc350d03f095ebb5f8f8c499329aca8d66af598ca15aa
+size 37689
diff --git a/benchmarks/paper/benchmarks/wapm/md5.wasm.conf b/benchmarks/paper/benchmarks/wapm/md5.wasm.conf
new file mode 100644
index 000000000..8c9aed11b
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/md5.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+PARAMETER=("helloworld")
diff --git a/benchmarks/paper/benchmarks/wapm/md5_config.py b/benchmarks/paper/benchmarks/wapm/md5_config.py
new file mode 100644
index 000000000..c683c510a
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/md5_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "helloworld"
diff --git a/benchmarks/paper/benchmarks/wapm/parallel-small.png b/benchmarks/paper/benchmarks/wapm/parallel-small.png
new file mode 100644
index 000000000..722c07275
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/parallel-small.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bb7be862485841dbc9070ec2060c91641edaea9c7b44f647ceeea0fb0f9f46d
+size 43404
diff --git a/benchmarks/paper/benchmarks/wapm/pi.wasm b/benchmarks/paper/benchmarks/wapm/pi.wasm
new file mode 100755
index 000000000..d544095c3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pi.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ebe0f1b08eb7e4d358b23091202aabcaa612995145afbfd1ef2d2de47c96265
+size 32845
diff --git a/benchmarks/paper/benchmarks/wapm/pi.wasm.conf b/benchmarks/paper/benchmarks/wapm/pi.wasm.conf
new file mode 100644
index 000000000..46f6b77e3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pi.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+PARAMETER=("1")
diff --git a/benchmarks/paper/benchmarks/wapm/pi.wasm.expected b/benchmarks/paper/benchmarks/wapm/pi.wasm.expected
new file mode 100644
index 000000000..1efb38d31
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pi.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb1f2ac27066005633a7d08526dd06625793ff00ce9e18f8d426370ed5f0093c
+size 46
diff --git a/benchmarks/paper/benchmarks/wapm/pi_config.py b/benchmarks/paper/benchmarks/wapm/pi_config.py
new file mode 100644
index 000000000..7b8b11391
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pi_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "1"
diff --git a/benchmarks/paper/benchmarks/wapm/pkg1.wasm b/benchmarks/paper/benchmarks/wapm/pkg1.wasm
new file mode 100755
index 000000000..4ff124e96
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pkg1.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6db80cabfc853820b9568a6ed8b4fe5f5d31e6ce6b92d607355529db2be13dd0
+size 2052114
diff --git a/benchmarks/paper/benchmarks/wapm/pkg1.wasm.conf b/benchmarks/paper/benchmarks/wapm/pkg1.wasm.conf
new file mode 100644
index 000000000..6678312b9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pkg1.wasm.conf
@@ -0,0 +1 @@
+HEAD_COMMAND=("")
diff --git a/benchmarks/paper/benchmarks/wapm/pkg1.wasm.expected b/benchmarks/paper/benchmarks/wapm/pkg1.wasm.expected
new file mode 100644
index 000000000..1b6c8f116
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/pkg1.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60ec319db9a3adf14d1af82d5c1debf3c9188466bb89dec2a2c3a70218fe4941
+size 16
diff --git a/benchmarks/paper/benchmarks/wapm/qr2text.wasm b/benchmarks/paper/benchmarks/wapm/qr2text.wasm
new file mode 100755
index 000000000..6356fb873
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/qr2text.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee42716385c8c8b1d9ba916fcf52ff2a258a4152f4e54af2262425d1832671fe
+size 497673
diff --git a/benchmarks/paper/benchmarks/wapm/qr2text.wasm.conf b/benchmarks/paper/benchmarks/wapm/qr2text.wasm.conf
new file mode 100644
index 000000000..c4d6e9dfb
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/qr2text.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("eval")
+PARAMETER=("https://wapm.io")
diff --git a/benchmarks/paper/benchmarks/wapm/qr2text.wasm.expected b/benchmarks/paper/benchmarks/wapm/qr2text.wasm.expected
new file mode 100644
index 000000000..85406da9e
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/qr2text.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b0825ab786f5e332c89420bb1c2d2ea1e707097cbe8a5590a63280053087ba7
+size 1052
diff --git a/benchmarks/paper/benchmarks/wapm/qr2text_config.py b/benchmarks/paper/benchmarks/wapm/qr2text_config.py
new file mode 100644
index 000000000..6cf795a81
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/qr2text_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "https://wapm.io"
diff --git a/benchmarks/paper/benchmarks/wapm/runtest_wapm.sh b/benchmarks/paper/benchmarks/wapm/runtest_wapm.sh
new file mode 100755
index 000000000..3db32115c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/runtest_wapm.sh
@@ -0,0 +1,104 @@
+#!/bin/bash
+set -e
+
+VM="$1"
+work_path="case/wapm"
+
+function Initialization_parameters()
+{
+    DIR=''
+    COMMAND=':'
+    PARAMETER=''
+    HEAD_COMMAND=''
+    UNEXPECTED_CASE=''
+}
+
+function Initialization_parameters_vm_parameters()
+{
+    if [ $# -eq 0 ] || [ $VM = iwasm ]
+    then
+        set -e
+        skip_num=0
+        FAILED_CASENAME=''
+        source case/wapm/iwasm.conf
+    elif [ $VM = wasmtime ]
+    then
+        source case/wapm/wasmtime.conf
+        skip_num=$(echo $FAILED_CASENAME | awk -F'wasm' '{print NF-1}')
+        RUN_COMMAND="$work_path/$case_name"
+    else
+        echo "Parameter error,Please use the correct parameter iwasm or wasmtime,Without any parameters, iwasm is used by default"
+        echo -e '\n'Usage: ./case/wapm/runtest_wapm.sh [parameter]'\n'
+        exit 1
+    fi
+}
+
+function return_code()
+{
+    if [ $? -eq 0 ]
+    then
+        let pass_num+=1
+        echo -e "\n\033[32m testing $case_name Pass \033[0m"
+        echo -e '\n'
+    else
+        let pass_num-=1
+        echo -e "\033[31m testing $case_name Failed \033[0m"
+        echo -e "\033[31m The total number of use cases is $NUM, the test passed $pass_num use cases, the current test case is abnormal, and the abnormal use case name is $case_name \033[0m"
+        echo -e '\n\n'
+        exit 1
+    fi
+}
+
+pass_num=0;fail_num=0
+NUM=`ls $work_path | grep wasm$ | wc -l`
+echo wapm-testsuite Start testing
+echo -e '\n'
+while read line
+do
+    Initialization_parameters
+    case_name=`echo $line | awk '{print $1}'`
+    RUN_COMMAND="--heap-size=0 --stack-size=8000000 $work_path/$case_name"
+    Initialization_parameters_vm_parameters
+    echo '### Testing' $case_name '###'
+    if [[ $FAILED_CASENAME =~ $case_name  ]]
+    then
+        let pass_num-=1
+    elif [[ $RANDOMCASE =~ $case_name ]]
+    then
+        source $work_path/$case_name.conf
+        $VM $DIR $work_path/$case_name $PARAMETER
+        return_code
+    else
+        expected_name=`ls $work_path/$case_name`.expected
+        conf_name=`echo $line | awk '{print $1}'`.conf
+        src_str=`cat $expected_name`
+        source $work_path/$conf_name
+
+        if [ "$case_name" = "$UNEXPECTED_CASE" ]
+        then
+            $HEAD_COMMAND "$COMMAND | $VM $DIR $RUN_COMMAND $PARAMETER|$PARAMETER2" |tee $expected_name
+        else
+            $HEAD_COMMAND $COMMAND | $VM $DIR $RUN_COMMAND $PARAMETER | tr -d '\000' | tee $work_path/$case_name.expected
+        fi
+        dest_str=`cat $expected_name`
+
+        if [[ "$dest_str" = "$src_str" ]]
+        then
+            let pass_num+=1
+            echo -e "\n\033[32m testing $case_name Pass \033[0m"
+            echo -e '\n'
+        else
+            let pass_num-=1
+            echo -e "\033[31m Test case exception \033[0m"
+            echo -e "\033[31m The total number of use cases is $NUM, the test passed $EXPECTED_NAME use cases, the current test case is abnormal, and the abnormal use case name is $case_name \033[0m"
+            echo -e '\n\n'
+            exit 1
+        fi
+    fi
+done <<< `ls $work_path | grep wasm$`
+skip_num=`echo ${CASE_NAME[@]} | grep -o '\.wasm' | wc -l`
+NUM=`expr $NUM - $skip_num`
+echo "### wapm-testsuite End testing"
+echo IN ALL $NUM  cases: $NUM PASS , 0 FAIL , 0 SKIP ;
+echo -e "\033[32m wapm-testsuite TEST SUCCESSFUL \033[0m"
+echo -e '\n\n'
diff --git a/benchmarks/paper/benchmarks/wapm/sam.wasm b/benchmarks/paper/benchmarks/wapm/sam.wasm
new file mode 100755
index 000000000..c8c9035ce
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/sam.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ce1fa91b3902c67af78a8c8ec991ff9c00b55e418b5f691f27389c16a181f72
+size 79596
diff --git a/benchmarks/paper/benchmarks/wapm/sam.wasm.conf b/benchmarks/paper/benchmarks/wapm/sam.wasm.conf
new file mode 100644
index 000000000..d0def47b9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/sam.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+PARAMETER=("-debug sam.wav")
diff --git a/benchmarks/paper/benchmarks/wapm/sam.wasm.expected b/benchmarks/paper/benchmarks/wapm/sam.wasm.expected
new file mode 100644
index 000000000..c0f5b54b2
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/sam.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a0df2c4b53a2694fe2cef37f3a6c1c590d4e0220ea3e333e60efaea45593cd4
+size 26678
diff --git a/benchmarks/paper/benchmarks/wapm/sam_config.py b/benchmarks/paper/benchmarks/wapm/sam_config.py
new file mode 100644
index 000000000..4c680d9b3
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/sam_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "-debug sam.wav"
diff --git a/benchmarks/paper/benchmarks/wapm/suggest.wasm b/benchmarks/paper/benchmarks/wapm/suggest.wasm
new file mode 100755
index 000000000..92c0f749a
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/suggest.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73b1387fba8d20f42ddced687edfada988fdc2b140e7077e33aed7b80d1303a2
+size 2410533
diff --git a/benchmarks/paper/benchmarks/wapm/suggest.wasm.conf b/benchmarks/paper/benchmarks/wapm/suggest.wasm.conf
new file mode 100644
index 000000000..11af01ee2
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/suggest.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+PARAMETER="instakk update install"
diff --git a/benchmarks/paper/benchmarks/wapm/suggest.wasm.expected b/benchmarks/paper/benchmarks/wapm/suggest.wasm.expected
new file mode 100644
index 000000000..1dcaa648f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/suggest.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed5ad5668f898550f3ddd3f04cf7cc0bc7ad2cb364587819c4bb1692dd5f7c16
+size 45
diff --git a/benchmarks/paper/benchmarks/wapm/suggest_config.py b/benchmarks/paper/benchmarks/wapm/suggest_config.py
new file mode 100644
index 000000000..5d156ff02
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/suggest_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "instakk update install"
diff --git a/benchmarks/paper/benchmarks/wapm/tpl.wasm b/benchmarks/paper/benchmarks/wapm/tpl.wasm
new file mode 100755
index 000000000..b8af0a115
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/tpl.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3abe85b37603894ee92a636f8ab54a7e0a4f3fd03cafad937602f8edca4e680f
+size 1093510
diff --git a/benchmarks/paper/benchmarks/wapm/tpl.wasm.conf b/benchmarks/paper/benchmarks/wapm/tpl.wasm.conf
new file mode 100644
index 000000000..c9ad5cabb
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/tpl.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+COMMAND=("echo `echo "Δ is 123456-123455."`")
diff --git a/benchmarks/paper/benchmarks/wapm/tpl.wasm.expected b/benchmarks/paper/benchmarks/wapm/tpl.wasm.expected
new file mode 100644
index 000000000..ef72d28d4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/tpl.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3870e3a83d34745e2bdfa7f916668c97c3c071237e9e70e96ac5337d60283f00
+size 17
diff --git a/benchmarks/paper/benchmarks/wapm/tpl_config.py b/benchmarks/paper/benchmarks/wapm/tpl_config.py
new file mode 100644
index 000000000..f2a3fd46f
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/tpl_config.py
@@ -0,0 +1,5 @@
+#coding=utf-8
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    input_command = "echo Δ is 123456-123455."
diff --git a/benchmarks/paper/benchmarks/wapm/uuid.wasm b/benchmarks/paper/benchmarks/wapm/uuid.wasm
new file mode 100755
index 000000000..cec2e3200
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/uuid.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d926c50304238d423d63f52f5f460b1a7170fe870e10f031b9cbd74b29bc06e5
+size 2470876
diff --git a/benchmarks/paper/benchmarks/wapm/uuid.wasm.conf b/benchmarks/paper/benchmarks/wapm/uuid.wasm.conf
new file mode 100644
index 000000000..6678312b9
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/uuid.wasm.conf
@@ -0,0 +1 @@
+HEAD_COMMAND=("")
diff --git a/benchmarks/paper/benchmarks/wapm/viu.wasm b/benchmarks/paper/benchmarks/wapm/viu.wasm
new file mode 100755
index 000000000..14535ce90
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/viu.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e48bfd68f658ac4916c291b536e6756c173f6ba63311c67c11ffa4b111f0bff
+size 3062714
diff --git a/benchmarks/paper/benchmarks/wapm/viu.wasm.conf b/benchmarks/paper/benchmarks/wapm/viu.wasm.conf
new file mode 100644
index 000000000..598feccad
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/viu.wasm.conf
@@ -0,0 +1,3 @@
+DIR=('--dir=.')
+HEAD_COMMAND=("eval")
+PARAMETER=("case/wapm/parallel-small.png")
diff --git a/benchmarks/paper/benchmarks/wapm/viu.wasm.expected b/benchmarks/paper/benchmarks/wapm/viu.wasm.expected
new file mode 100644
index 000000000..7b658e3f4
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/viu.wasm.expected
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbb4025300ea725fd3dd8c3ed49d694d48bbeb7d2545128de98a403481466796
+size 74434
diff --git a/benchmarks/paper/benchmarks/wapm/viu_config.py b/benchmarks/paper/benchmarks/wapm/viu_config.py
new file mode 100644
index 000000000..75ea8f455
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/viu_config.py
@@ -0,0 +1,5 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    dir = "--dir=."
+    parameter = "case/wapm/parallel-small.png"
diff --git a/benchmarks/paper/benchmarks/wapm/wasmtime.conf b/benchmarks/paper/benchmarks/wapm/wasmtime.conf
new file mode 100644
index 000000000..2084fcdc7
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/wasmtime.conf
@@ -0,0 +1 @@
+FAILED_CASENAME=("main.wasm python.wasm spidermonkey.wasm wasm3.wasm")
diff --git a/benchmarks/paper/benchmarks/wapm/zuk.wasm b/benchmarks/paper/benchmarks/wapm/zuk.wasm
new file mode 100644
index 000000000..6ef7eb839
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/zuk.wasm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee528faf952c9f644fb4785f5145e766c04b8a2990476dacf043c13ce3595620
+size 6142634
diff --git a/benchmarks/paper/benchmarks/wapm/zuk.wasm.conf b/benchmarks/paper/benchmarks/wapm/zuk.wasm.conf
new file mode 100644
index 000000000..ef960b132
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/zuk.wasm.conf
@@ -0,0 +1,2 @@
+HEAD_COMMAND=("")
+PARAMETER="generate 3 uuids"
diff --git a/benchmarks/paper/benchmarks/wapm/zuk_config.py b/benchmarks/paper/benchmarks/wapm/zuk_config.py
new file mode 100644
index 000000000..6fd56f26c
--- /dev/null
+++ b/benchmarks/paper/benchmarks/wapm/zuk_config.py
@@ -0,0 +1,4 @@
+from config import SuiteConfig
+
+class config(SuiteConfig):
+    parameter = "generate 3 uuids"
diff --git a/benchmarks/paper/docs/POLYBENCH_REPRODUCE.md b/benchmarks/paper/docs/POLYBENCH_REPRODUCE.md
new file mode 100644
index 000000000..a7934c6b2
--- /dev/null
+++ b/benchmarks/paper/docs/POLYBENCH_REPRODUCE.md
@@ -0,0 +1,403 @@
+# PolyBench Reproduction Guide (DTVM / Wasmtime / Wasmer)
+
+This document explains how to reproduce the **correctness** and **performance** tests for **PolyBench/C (30 cases)** on **Linux x86_64**, using the three paper-aligned runtime versions.
+
+| Runtime | Version | Common paper xlsx columns |
+|---------|---------|---------------------------|
+| **DTVM (`dtvm`)** | git **`882c83155`** | `dtvm multipass`, `dtvm multipass + lazy` |
+| **Wasmtime** | **31.0.0** (Cranelift) | `wasmtime` |
+| **Wasmer** | **5.0.4** (LLVM backend) | `wasmer llvm` |
+
+The benchmark artifacts are already archived: `benchmarks/polybenchc/*.wasm` (benchmarks can run without recompiling wasm locally).
+
+Related documents:
+
+- **TTFI** (`Total compilation time`, DTVM lazy vs wasmtime 45 / wasmer 7.1): [`POLYBENCH_TTFI_REPRODUCE.md`](POLYBENCH_TTFI_REPRODUCE.md)
+- Version-pin master table: [`VERSIONS.md`](../VERSIONS.md)
+- paper-table column meanings and pitfalls: [`XLSX_FORMAT.md`](XLSX_FORMAT.md)
+- DTVM build details: [`runtimes/dtvm/BUILD.md`](../runtimes/dtvm/BUILD.md)
+- Wasmtime build details: [`runtimes/wasmtime-31.0.0/BUILD.md`](../runtimes/wasmtime-31.0.0/BUILD.md)
+
+---
+
+## 1. Requirements
+
+| Item | Requirement |
+|------|-------------|
+| OS | Linux **x86_64** |
+| Shell | bash |
+| Common tools | `cmake`, `ninja`, `curl`, `python3` |
+| DTVM build | GCC C++17, **LLVM 15** (e.g. `/opt/llvm15/lib/cmake/llvm`) |
+| Wasmtime source build (optional) | **Rust ≥ 1.85.0** |
+| Disk | cloning the DTVM source + build takes a few GB |
+
+Paper experiment machine (from experiment notes, for reference only): c7 8C16G, Xeon 8369B, **Turbo off**, fixed ~2.7 GHz. Identical hardware is not required for local reproduction, but CPU frequency scaling / pinning affects absolute ms.
+
+---
+
+## 2. Getting the Data Repo
+
+This directory is `benchmarks/paper/` (inside the DTVM repository).
+
+```bash
+cd <DTVM repo>/benchmarks/paper
+```
+
+Below, this directory is `$ROOT`:
+
+```bash
+export ROOT="$(pwd)"
+```
+
+---
+
+## 3. Installing the Three Runtimes
+
+After installation, place the binaries at the conventional repo paths (`bench_polybench_timing.sh`'s default `DTVM` / `WASMTIME` / `WASMER` read these paths).
+
+### 3.1 DTVM (`dtvm`) @ `882c83155`
+
+**Repository**: the DTVM source repository (the paper-era commit also lives in this repo's history).
+
+**Recommended**: use a git worktree so the main branch is untouched:
+
+```bash
+cd /path/to/DTVM
+git fetch origin
+git worktree add ../DTVM_paper_882c83155 882c83155
+cd ../DTVM_paper_882c83155
+```
+
+**Build** (Release, matching the paper archive):
+
+```bash
+cmake -S . -B build_paper -G Ninja \
+  -DCMAKE_BUILD_TYPE=Release \
+  -DLLVM_DIR=/opt/llvm15/lib/cmake/llvm \
+  -DZEN_ENABLE_SINGLEPASS_JIT=ON \
+  -DZEN_ENABLE_MULTIPASS_JIT=ON \
+  -DZEN_ENABLE_CHECKED_ARITHMETIC=ON
+
+cmake --build build_paper -j"$(nproc)"
+```
+
+If `FetchContent` fails to fetch dependencies, reuse `_deps` from another DTVM build on the same machine, or see [`runtimes/dtvm/BUILD.md`](../runtimes/dtvm/BUILD.md).
+
+Every script that launches dtvm warns on stderr if the resolved binary looks like a non-Release build — a Debug dtvm is far slower than the paper's Release configuration.
+
+**Install into the data repo**:
+
+```bash
+DATA="$ROOT/runtimes/dtvm"
+cp build_paper/dtvm "$DATA/dtvm"
+chmod +x "$DATA/dtvm"
+cp build_paper/CMakeCache.txt "$DATA/CMakeCache.txt"
+"$DATA/dtvm" --help > "$DATA/version.txt" 2>&1 || true
+echo "commit=882c83155" >> "$DATA/version.txt"
+```
+
+**Verify**:
+
+```bash
+"$DATA/dtvm" -m multipass --disable-multipass-greedyra --disable-multipass-multithread \
+  "$ROOT/benchmarks/polybenchc/atax.wasm"
+# should exit 0 and print ==BEGIN DUMP_ARRAYS== etc.
+```
+
+`dtvm` has **no** `--version`; rely on `commit=882c83155` and `CMakeCache.txt`.
+
+---
+
+### 3.2 Wasmtime **31.0.0**
+
+**Option A — official prebuilt package (recommended)**
+
+```bash
+cd "$ROOT/runtimes/wasmtime-31.0.0"
+mkdir -p out
+curl -LO https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz
+tar xf wasmtime-v31.0.0-x86_64-linux.tar.xz
+cp wasmtime-v31.0.0-x86_64-linux/wasmtime out/wasmtime
+chmod +x out/wasmtime
+out/wasmtime --version | tee version.txt
+```
+
+Expected output:
+
+```text
+wasmtime 31.0.0 (7a9be587f 2025-03-20)
+```
+
+**Option B — build from source**
+
+```bash
+cd "$ROOT/runtimes/wasmtime-31.0.0"
+./build.sh all
+# copy the artifact to out/wasmtime; see BUILD.md
+```
+
+**Verify** (any wasm in this repo):
+
+```bash
+"$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime" run \
+  "$ROOT/benchmarks/polybenchc/atax.wasm" --invoke main
+```
+
+---
+
+### 3.3 Wasmer **5.0.4**
+
+**Option A — official install script (recommended)**
+
+```bash
+cd "$ROOT/runtimes/wasmer-5.0.4"
+export WASMER_DIR="$PWD/out"
+curl https://get.wasmer.io -sSfL | sh -s "v5.0.4"
+# the installer writes to ~/.wasmer; link the binary into this repo's out/
+mkdir -p out/bin
+cp -a "$HOME/.wasmer/bin/wasmer" out/bin/ 2>/dev/null || cp -a "$WASMER_DIR/bin/wasmer" out/bin/
+ln -sf bin/wasmer out/wasmer
+out/wasmer --version | tee version.txt
+```
+
+**Option B — download the release tarball directly**
+
+```bash
+cd "$ROOT/runtimes/wasmer-5.0.4"
+mkdir -p out/bin
+curl -LO https://github.com/wasmerio/wasmer/releases/download/v5.0.4/wasmer-linux-amd64.tar.gz
+tar xf wasmer-linux-amd64.tar.gz -C out/bin
+ln -sf bin/wasmer out/wasmer
+out/wasmer --version | tee version.txt
+```
+
+Expected output:
+
+```text
+wasmer 5.0.4
+```
+
+**Verify** (the paper's PolyBench column uses the LLVM backend):
+
+```bash
+"$ROOT/runtimes/wasmer-5.0.4/out/wasmer" run \
+  --llvm -q "$ROOT/benchmarks/polybenchc/atax.wasm"
+```
+
+---
+
+## 4. One-shot Check of the Three Versions
+
+```bash
+export ROOT=<repo>/benchmarks/paper
+
+test -x "$ROOT/runtimes/dtvm/dtvm" && echo "dtvm: OK ($(grep commit= "$ROOT/runtimes/dtvm/version.txt"))"
+"$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime" --version
+"$ROOT/runtimes/wasmer-5.0.4/out/wasmer" --version
+ls "$ROOT/benchmarks/polybenchc"/*.wasm | wc -l   # should be 30
+```
+
+---
+
+## 5. Correctness Testing (runtest)
+
+Use the archived `scripts/webassembly-testsuites` (which contains `runtest_webassembly.py`). **11 cases** have `.expected` output comparisons; the rest only need to exit cleanly.
+
+**First time**, set up the case-directory links:
+
+```bash
+cd "$ROOT"
+./scripts/setup_polybench_case.sh
+```
+
+**Run the three runtimes**:
+
+```bash
+# DTVM @ 882c83155 (paper multipass: greedy RA off + multipass multithread off)
+export DTVM="$ROOT/runtimes/dtvm/dtvm"
+export DTVM_OPTIONS="-m multipass --disable-multipass-greedyra --disable-multipass-multithread"
+./scripts/run_polybench.sh dtvm
+
+export WASMTIME="$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime"
+./scripts/run_polybench.sh wasmtime
+
+export WASMER="$ROOT/runtimes/wasmer-5.0.4/out/wasmer"
+# run_polybench.sh expects a path for wasmer; or run manually:
+cd "$ROOT/scripts/webassembly-testsuites"
+./runtest_webassembly.py -r "$ROOT/runtimes/wasmer-5.0.4/out/wasmer run --llvm" -s polybenchc
+```
+
+Expected: cases with expected files show **PASS**; cases without expected files just must not crash.
+
+---
+
+## 6. Performance Testing (local timing CSV)
+
+Script: [`scripts/bench_polybench_timing.sh`](../scripts/bench_polybench_timing.sh)
+
+### 6.1 Timing Semantics (read first)
+
+| Item | This script's behavior |
+|------|------------------------|
+| Measure | **wall time (ms)** of each **separately launched process** |
+| Contents | typically = process startup + **JIT compile** + execution |
+| Default | **1× warmup** + **3×** timed → CSV includes `repeat_median_ms` |
+| vs paper table | **not equal to** the paper table's separate Compile / Total subcolumns; see [`XLSX_FORMAT.md`](XLSX_FORMAT.md) |
+| Cache asymmetry | wasmtime/wasmer keep their on-disk module cache by default (warmup fills it, so timed repeats skip compilation), while DTVM recompiles on every launch; use the `wasmtime nocache` profile or wasmer `--cache-dir=/dev/null` for cold-cache runs |
+
+Adjust via environment variables:
+
+```bash
+export WARMUP=1 REPEATS=3
+```
+
+### 6.2 Recommended Benchmark Commands (aligned with the paper's three columns)
+
+Run under `$ROOT`. **Do not** run multiple dtvm configs in parallel (avoid CPU contention).
+
+```bash
+cd "$ROOT"
+chmod +x scripts/bench_polybench_timing.sh
+
+export DTVM="$ROOT/runtimes/dtvm/dtvm"
+export WASMTIME="$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime"
+export WASMER="$ROOT/runtimes/wasmer-5.0.4/out/wasmer"
+
+# 1) DTVM multipass (xlsx "dtvm multipass" — inferred CLI: greedy off + MT off)
+./scripts/bench_polybench_timing.sh dtvm multipass
+
+# 2) DTVM lazy (xlsx "dtvm multipass + lazy" — inferred CLI)
+./scripts/bench_polybench_timing.sh dtvm lazy
+
+# 3) Wasmtime 31.0.0
+./scripts/bench_polybench_timing.sh wasmtime default
+
+# 4) Wasmer 5.0.4 LLVM (xlsx "wasmer llvm" Total column)
+./scripts/bench_polybench_timing.sh wasmer llvm
+```
+
+**Optional** (local comparison only; not separate columns in the paper xlsx):
+
+```bash
+# greedy RA + multipass multithread fully on
+./scripts/bench_polybench_timing.sh dtvm multipass_greedy_mt
+./scripts/bench_polybench_timing.sh dtvm lazy_greedy_mt
+
+# Wasmtime with module cache disabled
+./scripts/bench_polybench_timing.sh wasmtime nocache
+```
+
+### 6.3 Actual Command Lines per Runtime
+
+Inside the script, the invocations are equivalent to:
+
+| Invocation | Command |
+|------------|---------|
+| `dtvm multipass` | `dtvm -m multipass --disable-multipass-greedyra --disable-multipass-multithread case.wasm` |
+| `dtvm lazy` | `dtvm -m multipass --enable-multipass-lazy --disable-multipass-greedyra --disable-multipass-multithread case.wasm` |
+| `dtvm multipass_greedy_mt` | `dtvm -m multipass case.wasm` |
+| `dtvm lazy_greedy_mt` | `dtvm -m multipass --enable-multipass-lazy case.wasm` |
+| `wasmtime default` | `wasmtime run case.wasm --invoke main` |
+| `wasmer llvm` | `wasmer run case.wasm --llvm -q` |
+
+### 6.4 Output Location
+
+CSVs are written to:
+
+```text
+raw_data/benchs/polybench_timing_<runtime>_<profile>_<timestamp>.csv
+```
+
+Columns: `case,runtime,profile,repeat_min_ms,repeat_mean_ms,repeat_median_ms,exit`
+
+After a run, the script attempts a **rough comparison** against the paper table if `raw_data/benchs/dtvm_polybench.xlsx` is present (not shipped). **Read** [`XLSX_FORMAT.md`](XLSX_FORMAT.md) **before comparing**: do not mistake a compile column (e.g. `0.935` seconds) for total.
+
+### 6.5 Recommended Way to Compare Against the Paper Table
+
+1. Compare only **Total-time** semantic columns (see the wasmer llvm, lazy total, etc. row-group notes in [`XLSX_FORMAT.md`](XLSX_FORMAT.md)).
+2. Prefer the **`DTVM/Wasm/Wasmer`** ratio format (e.g. `1/1.02/7.0`), not `1:x:y` with colons.
+
+---
+
+## 7. Full Reproduction Checklist
+
+```bash
+# A. Environment and repo
+export ROOT=<repo>/benchmarks/paper
+cd "$ROOT"
+
+# B. Install runtimes (§3)
+#    - dtvm/dtvm @ 882c83155
+#    - wasmtime-31.0.0/out/wasmtime
+#    - wasmer-5.0.4/out/wasmer
+
+# C. Version check (§4)
+
+# D. Correctness (§5)
+./scripts/setup_polybench_case.sh
+./scripts/run_polybench.sh dtvm
+./scripts/run_polybench.sh wasmtime
+
+# E. Performance (§6, sequential; ~30 cases × 4 reps × 4 configs, hours)
+./scripts/bench_polybench_timing.sh dtvm multipass
+./scripts/bench_polybench_timing.sh dtvm lazy
+./scripts/bench_polybench_timing.sh wasmtime default
+./scripts/bench_polybench_timing.sh wasmer llvm
+```
+
+---
+
+## 8. FAQ
+
+### `dtvm: not found` / cannot execute
+
+- Confirm `runtimes/dtvm/dtvm` exists and is `chmod +x`.
+- Check whether the `DTVM` environment variable points at the right path.
+
+### Wasmtime / Wasmer version mismatch
+
+```bash
+$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime --version   # must contain 31.0.0
+$ROOT/runtimes/wasmer-5.0.4/out/wasmer --version         # must be 5.0.4
+```
+
+### DTVM build cannot find LLVM
+
+```bash
+cmake -DLLVM_DIR=/opt/llvm15/lib/cmake/llvm ...
+```
+
+The path varies by machine; locate it with `find /opt -name LLVMConfig.cmake 2>/dev/null`.
+
+### Numbers differ a lot from the xlsx
+
+- First confirm you are comparing the **same column, same row group** (compile vs total).
+- This script measures **whole-process wall time**, not the possibly compile-only split used in the paper.
+- `882c83155` has **no** public CLI matching the xlsx column `dtvm multipass + exit optimization`.
+
+### Disabling caches (optional, matching experiment notes)
+
+```bash
+export WASMTIME_CACHE=0
+# Wasmer: wasmer run --cache-dir=/dev/null ...
+```
+
+`bench_polybench_timing.sh` does **not** force cache disabling for wasmtime/wasmer by default; whether the paper's runs cleared caches is not recorded — rerun both variants if you need an exact match.
+
+---
+
+## 9. Reference: Version and Path Cheat Sheet
+
+| Runtime | Version | Default binary path |
+|---------|---------|---------------------|
+| DTVM `dtvm` | `882c83155` | `$ROOT/runtimes/dtvm/dtvm` |
+| Wasmtime | **31.0.0** | `$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime` |
+| Wasmer | **5.0.4** | `$ROOT/runtimes/wasmer-5.0.4/out/wasmer` |
+
+| Script | Purpose |
+|--------|---------|
+| `scripts/setup_polybench_case.sh` | link polybench cases |
+| `scripts/run_polybench.sh` | correctness runtest |
+| `scripts/bench_polybench_timing.sh` | performance CSV |
+
+The paper's original ms table is in the paper (the xlsx is not shipped).
diff --git a/benchmarks/paper/docs/POLYBENCH_TTFI_REPRODUCE.md b/benchmarks/paper/docs/POLYBENCH_TTFI_REPRODUCE.md
new file mode 100644
index 000000000..abd701520
--- /dev/null
+++ b/benchmarks/paper/docs/POLYBENCH_TTFI_REPRODUCE.md
@@ -0,0 +1,361 @@
+# PolyBench TTFI Reproduction Guide (DTVM lazy / Wasmtime 45 / Wasmer 7.1)
+
+This document explains how to reproduce the **TTFI (Time To First Invocation)** comparison for **PolyBench/C (30 cases)** on **Linux x86_64**:
+
+- **DTVM** `multipass lazy` (same CLI as the WAPM experiment)
+- **Wasmtime 45.0.0**
+- **Wasmer 7.1.0** (singlepass / cranelift / llvm)
+
+**Metric**: the `Total compilation time` line on stdout (same as the WAPM experiment; **not** whole-process wall time).
+
+**Local results**: generated under `raw_data/benchs/` when running §5 (not shipped).
+
+Related documents:
+
+- PolyBench **wall-clock** reproduction: [`POLYBENCH_REPRODUCE.md`](POLYBENCH_REPRODUCE.md)
+- WAPM TTFI reproduction (same metric, 20 cases): [`WAPM_TTFI_REPRODUCTION.md`](WAPM_TTFI_REPRODUCTION.md)
+
+---
+
+## 1. What Is Measured
+
+### 1.1 Unified Metric
+
+A single line on each runtime's stdout:
+
+```text
+Total compilation time: <ms> ms (<µs> μs)
+```
+
+The script parses the **microseconds** inside the parentheses and divides by 1000 to get **compile_ms** (same as WAPM's `avg_compile_time.py`).
+
+### 1.2 Difference from the Wall-Clock Benchmark
+
+| Item | TTFI (this doc) | `bench_polybench_timing.sh` |
+|------|-----------------|-----------------------------|
+| Measure | `Total compilation time` line | whole-process **wall time** |
+| DTVM profile | **`lazy`** (WAPM protocol) | usually `multipass` / `lazy` / `multipass_greedy_mt` |
+| Meaning | load + compile before first execution | startup + compile + **full execution** |
+| Typical DTVM ms | **~0.45** (lazy) | seconds (includes large matrix math) |
+
+**Do not mix**: `-m multipass` (greedy RA + MT fully on) gives a TTFI of ~90 ms because it is **eager whole-module JIT** and cannot be compared directly with the lazy column.
+
+### 1.3 Per-runtime Semantics
+
+| Runtime | What `Total compilation time` means |
+|---------|-------------------------------------|
+| **dtvm (DTVM lazy)** | Load + lazy precompile + instantiation + **first** on-demand function JIT |
+| **wasmtime** | `compile_module()` eager whole-module compile |
+| **wasmer** | `Module::new` (requires `--cache-dir=/dev/null`) |
+
+---
+
+## 2. Versions and Paths
+
+Below, `$ROOT` is the data-repo root:
+
+```bash
+export ROOT=<repo>/benchmarks/paper
+cd "$ROOT"
+```
+
+| Runtime | Version | Default binary |
+|---------|---------|----------------|
+| DTVM `dtvm` | **`c3c3fd856`** (example main HEAD) | `$ROOT/runtimes/dtvm_main/dtvm` |
+| Wasmtime | **45.0.0** (with TTFI instrumentation) | `$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime` |
+| Wasmer | **7.1.0** (with TTFI instrumentation) | `$ROOT/runtimes/wasmer-7.1.0/out/wasmer` or `out/bin/wasmer` |
+
+Benchmark: `$ROOT/benchmarks/polybenchc/*.wasm` (**30** cases, already archived; no need to recompile wasm).
+
+---
+
+## 3. Building the Runtimes
+
+### 3.1 DTVM (`dtvm`, must include TTFI instrumentation)
+
+Build **Release** from `DTVM` (or the DTVM source fork) and install into the data repo:
+
+```bash
+cd /path/to/DTVM
+cmake -B build_main -G Ninja -DCMAKE_BUILD_TYPE=Release \
+  -DLLVM_DIR=/opt/llvm15/lib/cmake/llvm \
+  -DZEN_ENABLE_SINGLEPASS_JIT=ON \
+  -DZEN_ENABLE_MULTIPASS_JIT=ON
+
+cmake --build build_main -j"$(nproc)"
+
+mkdir -p "$ROOT/runtimes/dtvm_main"
+cp build_main/dtvm "$ROOT/runtimes/dtvm_main/dtvm"
+chmod +x "$ROOT/runtimes/dtvm_main/dtvm"
+git rev-parse HEAD | xargs -I{} sh -c 'git log -1 --format="%H %ci %s" {}' \
+  > "$ROOT/runtimes/dtvm_main/version.txt"
+```
+
+**Confirm the TTFI string is compiled into the binary** (required):
+
+```bash
+strings "$ROOT/runtimes/dtvm_main/dtvm" | grep -F 'Total compilation time'
+```
+
+**Smoke test (lazy profile)**:
+
+```bash
+export DTVM="$ROOT/runtimes/dtvm_main/dtvm"
+cd "$ROOT/benchmarks/polybenchc"
+
+$DTVM atax.wasm -m multipass \
+  --enable-multipass-lazy \
+  --disable-multipass-greedyra \
+  --disable-multipass-multithread \
+  --enable-statistics
+```
+
+Expected: exit 0, stdout contains `Total compilation time:` and `Execution 1:`.
+
+> **Note**: `<case>.wasm` must come **before all flags**.
+
+The TTFI implementation lives in `DTVM`'s `statistics.cpp`; the WAPM change notes are in `docs/changes/2026-05-28-wapm-ttfi-compile-time-report/`.
+
+### 3.2 Wasmtime 45.0.0
+
+Use a source tree **already instrumented for TTFI** (`ttfi-report` feature etc.). Example local source: `/path/to/wasmtime-45.0.0`.
+
+```bash
+cd "$ROOT/runtimes/wasmtime-45.0.0"
+# If the source is not at the default path:
+# export WASMER_SRC=/path/to/wasmtime-45.0.0
+./build.sh
+
+export WASMTIME="$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime"
+export WASMTIME_CACHE=0
+```
+
+**Smoke test**:
+
+```bash
+rm -rf ~/.cache/wasmtime
+$WASMTIME run "$ROOT/benchmarks/polybenchc/atax.wasm" --invoke main
+# You should see Total compilation time / Execution 1
+```
+
+Instrumentation details are the same as [`WAPM_TTFI_REPRODUCTION.md`](WAPM_TTFI_REPRODUCTION.md) §3.2.
+
+### 3.3 Wasmer 7.1.0
+
+```bash
+cd "$ROOT/runtimes/wasmer-7.1.0"
+# If the source is not at the default path:
+# export WASMER_SRC=/path/to/wasmer-7.1.0
+# the llvm backend needs LLVM 21:
+export LLVM_SYS_211_PREFIX=/path/to/LLVM-21.1.8-Linux-X64
+./build.sh
+
+export WASMER="$ROOT/runtimes/wasmer-7.1.0/out/bin/wasmer"
+# If the build output is at out/wasmer:
+# export WASMER="$ROOT/runtimes/wasmer-7.1.0/out/wasmer"
+```
+
+**Smoke test (three backends)**:
+
+```bash
+cd "$ROOT/benchmarks/polybenchc"
+$WASMER run --singlepass --cache-dir=/dev/null atax.wasm -q
+$WASMER run --cranelift  --cache-dir=/dev/null atax.wasm -q
+$WASMER run --llvm       --cache-dir=/dev/null atax.wasm -q
+```
+
+---
+
+## 4. One-shot Check
+
+```bash
+export ROOT=<repo>/benchmarks/paper
+export DTVM="$ROOT/runtimes/dtvm_main/dtvm"
+export WASMTIME="$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime"
+export WASMER="$ROOT/runtimes/wasmer-7.1.0/out/wasmer"
+
+test -x "$DTVM" && strings "$DTVM" | grep -q 'Total compilation time' && echo "dtvm TTFI: OK"
+"$WASMTIME" --version    # expect wasmtime 45.0.0
+"$WASMER" --version      # expect wasmer 7.1.0
+ls "$ROOT/benchmarks/polybenchc"/*.wasm | wc -l   # 30
+```
+
+---
+
+## 5. Benchmarking
+
+### 5.1 Scripts
+
+| Script | Purpose |
+|--------|---------|
+| [`scripts/run_polybench_ttfi_compare.sh`](../scripts/run_polybench_ttfi_compare.sh) | single runtime: run 30 cases → `results.csv` + `COMPARE.md` |
+| [`scripts/run_polybench_ttfi_round.sh`](../scripts/run_polybench_ttfi_round.sh) | full flow: DTVM lazy + wasmtime + wasmer's three backends → merged table |
+| [`scripts/build_polybench_ttfi_table.py`](../scripts/build_polybench_ttfi_table.py) | merge multiple `results.csv` into a comparison md/csv |
+
+**Actual per-runtime command lines** (inside the scripts):
+
+| Invocation | Command |
+|------------|---------|
+| `dtvm lazy` | `dtvm case.wasm -m multipass --enable-multipass-lazy --disable-multipass-greedyra --disable-multipass-multithread --enable-statistics` |
+| `dtvm multipass_greedy_mt` | `dtvm case.wasm -m multipass --enable-statistics` (**reference column**, not the WAPM lazy protocol) |
+| `wasmtime default` | `wasmtime run case.wasm --invoke main` |
+| `wasmer singlepass` | `wasmer run --singlepass --cache-dir=/dev/null case.wasm -q` |
+| `wasmer cranelift` | `wasmer run --cranelift --cache-dir=/dev/null case.wasm -q` |
+| `wasmer llvm` | `wasmer run --llvm --cache-dir=/dev/null case.wasm -q` |
+
+### 5.2 Cache and Cold Start (required)
+
+| Runtime | Setting |
+|---------|---------|
+| **wasmtime** | `export WASMTIME_CACHE=0`; `rm -rf ~/.cache/wasmtime` before each run (script's `CLEAR_WASMTIME_CACHE=1` is on by default) |
+| **wasmer** | `--cache-dir=/dev/null` every run |
+| **dtvm** | no cross-run module cache; fresh process each time |
+
+### 5.3 One-shot Full Flow (recommended)
+
+Default is **1 repeat per case** (TTFI variance is small; pass `3` for more stability):
+
+```bash
+cd "$ROOT"
+
+export DTVM="$ROOT/runtimes/dtvm_main/dtvm"
+export WASMTIME="$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime"
+export WASMER="$ROOT/runtimes/wasmer-7.1.0/out/wasmer"
+export WASMTIME_CACHE=0
+
+./scripts/run_polybench_ttfi_round.sh 1
+```
+
+Output:
+
+```text
+raw_data/benchs/polybench_ttfi_<timestamp>/
+  dtvm_lazy/results.csv
+  dtvm_multipass_greedy_mt/results.csv   # reference column (optional)
+  wasmtime45/results.csv
+  wasmer_singlepass/results.csv
+  wasmer_cranelift/results.csv
+  wasmer_llvm/results.csv
+  table/polybench_ttfi_compare.{md,csv}
+
+raw_data/benchs/polybench_ttfi_compare_latest.{md,csv}   # copy
+```
+
+**Duration**: about **30–90 minutes** (large cases like `cholesky`/`ludcmp` execute slowly; only the compile line is measured, but the wasm still has to run to first execution).
+
+**Background run** (survives SSH disconnect):
+
+```bash
+nohup ./scripts/run_polybench_ttfi_round.sh 1 \
+  > /tmp/polybench_ttfi_round.log 2>&1 &
+echo "PID=$!  log=/tmp/polybench_ttfi_round.log"
+```
+
+### 5.4 Partial Rerun (DTVM lazy column only)
+
+If wasmtime/wasmer results already exist and only the DTVM lazy column needs a rerun:
+
+```bash
+cd "$ROOT"
+export DTVM="$ROOT/runtimes/dtvm_main/dtvm"
+
+BENCH="$ROOT/raw_data/benchs/polybench_ttfi_20260531_091216"   # existing data dir (from your own earlier round)
+OUT="$BENCH/dtvm_lazy"
+
+./scripts/run_polybench_ttfi_compare.sh dtvm lazy 1 "$OUT"
+
+# merge the table (lazy as the main column, greedy_mt as reference)
+export BENCH_ROOT="$BENCH" OUT_DIR="$BENCH/table"
+export DTVM_CSV="$OUT/results.csv"
+export DTVM_GREEDY_CSV="$BENCH/dtvm_multipass_greedy_mt/results.csv"
+export WT_CSV="$BENCH/wasmtime45/results.csv"
+export WASMER_SP_CSV="$BENCH/wasmer_singlepass/results.csv"
+export WASMER_CF_CSV="$BENCH/wasmer_cranelift/results.csv"
+export WASMER_LLVM_CSV="$BENCH/wasmer_llvm/results.csv"
+export DTVM_VERSION="$ROOT/runtimes/dtvm_main/version.txt"
+
+python3 scripts/build_polybench_ttfi_table.py
+
+cp "$BENCH/table/polybench_ttfi_compare.md" \
+   "$ROOT/raw_data/benchs/polybench_ttfi_compare_latest.md"
+cp "$BENCH/table/polybench_ttfi_compare.csv" \
+   "$ROOT/raw_data/benchs/polybench_ttfi_compare_latest.csv"
+```
+
+### 5.5 Single-runtime Examples
+
+```bash
+REPEATS=1
+BENCH="$ROOT/raw_data/benchs/polybench_ttfi_manual"
+
+DTVM=$DTVM   ./scripts/run_polybench_ttfi_compare.sh dtvm lazy "$REPEATS" "$BENCH/dtvm_lazy"
+WASMTIME=$WASMTIME ./scripts/run_polybench_ttfi_compare.sh wasmtime default "$REPEATS" "$BENCH/wasmtime45"
+WASMER=$WASMER ./scripts/run_polybench_ttfi_compare.sh wasmer singlepass "$REPEATS" "$BENCH/wasmer_sp"
+WASMER=$WASMER ./scripts/run_polybench_ttfi_compare.sh wasmer cranelift "$REPEATS" "$BENCH/wasmer_cf"
+WASMER=$WASMER ./scripts/run_polybench_ttfi_compare.sh wasmer llvm "$REPEATS" "$BENCH/wasmer_llvm"
+```
+
+Each subdirectory contains:
+
+- `logs/<case>_1.log` — raw stdout
+- `results.csv` — `case,compile_ms,execution_ms`
+- `COMPARE.md` — single-runtime summary
+
+---
+
+## 6. Full Reproduction Checklist
+
+```bash
+# A. Repo
+export ROOT=<repo>/benchmarks/paper
+cd "$ROOT"
+
+# B. Build runtimes (§3)
+#    - dtvm_main/dtvm (with the Total compilation time string)
+#    - wasmtime-45.0.0/out/wasmtime (TTFI instrumentation)
+#    - wasmer-7.1.0/out/wasmer (TTFI instrumentation + optional llvm)
+
+# C. Version check (§4)
+
+# D. TTFI benchmark (§5.3, sequential — do not run multiple dtvm in parallel)
+export WASMTIME_CACHE=0
+./scripts/run_polybench_ttfi_round.sh 1
+
+# E. View results
+less raw_data/benchs/polybench_ttfi_compare_latest.md
+```
+
+---
+
+## 7. FAQ
+
+### `dtvm: binary missing TTFI strings`
+
+- The `dtvm` in use is too old or was built without the WAPM TTFI change; rebuild from **main HEAD** (or a tree containing the `2026-05-28-wapm-ttfi` change).
+
+### DTVM lazy is ~0.4 ms while greedy_mt is ~90 ms — which is right?
+
+- **The TTFI comparison lazy column uses the `lazy` profile** (§1.2).
+- `multipass_greedy_mt` compiles the whole module eagerly, so its compile time approaches the compile segment of wall-time — it **cannot** represent the WAPM lazy TTFI.
+
+### wasmtime compile suddenly drops to ~1 ms
+
+- `~/.cache/wasmtime` was not cleared or `WASMTIME_CACHE=0` was not set; confirm the script's `CLEAR_WASMTIME_CACHE=1`.
+
+### Numbers differ by orders of magnitude from `bench_polybench_timing.sh`
+
+- Expected: wall-clock includes the **full PolyBench computation** (seconds); TTFI only measures **pre-first-execution compilation** (milliseconds).
+
+### PolyBench cases have no conf files
+
+- Unlike WAPM, PolyBench wasm uniformly uses `--invoke main` (wasmtime) or direct execution (dtvm/wasmer); no `.wasm.conf` is needed.
+
+---
+
+## 8. Path Reference
+
+| Item | Path |
+|------|------|
+| This document | `$ROOT/docs/POLYBENCH_TTFI_REPRODUCE.md` |
+| Latest comparison table | `$ROOT/raw_data/benchs/polybench_ttfi_compare_latest.md` (generated) |
+| Case wasm | `$ROOT/benchmarks/polybenchc/*.wasm` |
diff --git a/benchmarks/paper/docs/WAPM_TTFI_REPRODUCTION.md b/benchmarks/paper/docs/WAPM_TTFI_REPRODUCTION.md
new file mode 100644
index 000000000..6ab6fc56f
--- /dev/null
+++ b/benchmarks/paper/docs/WAPM_TTFI_REPRODUCTION.md
@@ -0,0 +1,340 @@
+# WAPM `Total compilation time` Reproduction Guide
+
+This document explains how to reproduce the paper's **Post-Loading & Compilation** experiment locally: comparing `Total compilation time` across **dtvm (DTVM lazy)**, **wasmtime 45.0.0**, and **wasmer 7.1.0** (cranelift / singlepass / llvm) on the WAPM **20 cases**.
+
+**Paper table**: the paper's WAPM lazy-TTFI table (not shipped)
+**Local summary**: generated under `raw_data/benchs/` when running §4
+**Case and conf details**: `benchmarks/wapm/WAPM_REPRODUCE.md`
+
+---
+
+## 1. What Is Measured
+
+### 1.1 Unified Metric
+
+A single line on each runtime's stdout:
+
+```text
+Total compilation time: <ms> ms (<µs> μs)
+```
+
+- Parse the **microseconds** inside the parentheses; average over runs, then divide by 1000 to get ms (same as `scripts/avg_compile_time.py`).
+- The paper table's lazy / wasmtime / wasmer columns were produced from per-runtime compile logs (the logs themselves are not shipped).
+
+### 1.2 Per-runtime Semantics
+
+| Runtime | What `Total compilation` means |
+|---------|--------------------------------|
+| **dtvm (DTVM multipass lazy)** | **Load** + JIT lazy precompilation + instantiation + **first** on-demand Fg JIT |
+| **wasmtime** | `compile_module()` eager whole-module compile |
+| **wasmer** | `Module::new` (module cache must be disabled) |
+
+### 1.3 Metrics That Must Not Be Mixed
+
+| Metric | Note |
+|--------|------|
+| The `Total:` line in statistics | includes the whole Load/Fg/Bg/Release; **not** the compile column |
+| Shell wall-clock / `test_lazy.sh`'s `Average time` | much larger than the compile line; cannot be compared directly with the paper's compile column |
+
+The dtvm formula is implemented in `DTVM/src/utils/statistics.cpp` (change: `DTVM/docs/changes/2026-05-28-wapm-ttfi-compile-time-report/`).
+
+---
+
+## 2. Environment and Layout
+
+### 2.1 Dependencies
+
+| Component | Requirement |
+|-----------|-------------|
+| OS | Linux x86_64 |
+| DTVM | CMake 3.x, C++ compiler |
+| wasmtime / wasmer | Rust stable + `source ~/.cargo/env` |
+| wasmer **llvm** | **LLVM 21** (wasmer 7.1 uses `llvm-sys-211`) |
+| Python | 3.x stdlib (table-merge script) |
+
+### 2.2 Recommended Directory Layout
+
+```text
+~/
+├── DTVM/                          # dtvm source and build/dtvm
+├── wasmtime-45.0.0/               # wasmtime source with TTFI instrumentation
+├── wasmer-7.1.0/                  # wasmer source with TTFI instrumentation
+├── LLVM-21.1.8-Linux-X64/         # wasmer llvm backend (see §3.4)
+└── benchmarks/paper/
+    ├── benchmarks/wapm/           # *.wasm + *.wasm.conf
+    ├── runtimes/
+    │   ├── wasmtime-45.0.0/build.sh
+    │   └── wasmer-7.1.0/build.sh
+    ├── scripts/                   # benchmark + table-merge scripts
+    └── docs/WAPM_TTFI_REPRODUCTION.md   # this document
+```
+
+### 2.3 Case List (20)
+
+```text
+amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+```
+
+`fortune` stands in for the paper table's `zuk` (the rerun used `fortune`, a case verified runnable in this harness, in place of `zuk`).
+
+---
+
+## 3. Building the Runtimes
+
+### 3.1 dtvm (DTVM)
+
+```bash
+cd /path/to/DTVM
+cmake -B build -DCMAKE_BUILD_TYPE=Release
+cmake --build build -j6 --target dtvm
+
+export DTVM=/path/to/DTVM/build/dtvm
+```
+
+All scripts that launch dtvm warn on stderr if the resolved binary looks like a non-Release build (Debug `CMAKE_BUILD_TYPE` in the neighboring `CMakeCache.txt`, or embedded debug info otherwise) — a Debug dtvm is far slower than the paper's Release build.
+
+**Confirm the instrumentation is in the binary**:
+
+```bash
+strings "$DTVM" | grep -F 'Total compilation time'
+```
+
+**Run flags (the paper's lazy multipass)**:
+
+```bash
+cd benchmarks/paper/benchmarks/wapm
+
+$DTVM echo.wasm -m multipass \
+  --enable-multipass-lazy \
+  --disable-multipass-greedyra \
+  --disable-multipass-multithread \
+  --enable-statistics \
+  --args 1234567890
+```
+
+**Note**: `INPUT_FILE` (`<case>.wasm`) must come **before all flags**, or the CLI reports `INPUT_FILE is required`.
+
+### 3.2 wasmtime 45.0.0
+
+The source must already contain the TTFI instrumentation (`src/ttfi_report.rs`, the `ttfi-report` feature in `Cargo.toml`, etc.). If not yet cloned:
+
+```bash
+git clone --depth 1 --branch v45.0.0 \
+  https://github.com/bytecodealliance/wasmtime.git \
+  /path/to/wasmtime-45.0.0
+# then apply the same ttfi-report modifications used in the paper
+```
+
+Build and install:
+
+```bash
+cd benchmarks/paper/runtimes/wasmtime-45.0.0
+WASMER_SRC=/path/to/wasmtime-45.0.0 ./build.sh   # variable kept for historical reasons; points to the wasmtime source
+
+export WASMTIME=$PWD/out/wasmtime
+export WASMTIME_CACHE=0
+```
+
+**Smoke test**:
+
+```bash
+rm -rf ~/.cache/wasmtime
+cd benchmarks/paper/benchmarks/wapm
+$WASMTIME run echo.wasm 1234567890
+# You should see Creating mmap / Total compilation time / Execution 1
+```
+
+### 3.3 wasmer 7.1.0 (cranelift + singlepass + llvm)
+
+```bash
+git clone --depth 1 --branch v7.1.0 \
+  https://github.com/wasmerio/wasmer.git \
+  /path/to/wasmer-7.1.0
+# then apply the TTFI instrumentation (lib/wasix/src/ttfi_report.rs etc.)
+```
+
+### 3.4 LLVM 21 (wasmer llvm backend)
+
+wasmer **7.1.0** requires **LLVM 21** (not LLVM 18). Local example:
+
+```bash
+# If you only have the tarball:
+cd ~
+tar -xf LLVM-21.1.8-Linux-X64.tar.xz
+
+export LLVM_SYS_211_PREFIX=$HOME/LLVM-21.1.8-Linux-X64
+$LLVM_SYS_211_PREFIX/bin/llvm-config --version   # should print 21.1.8
+```
+
+Build wasmer (auto-detects LLVM 21 and enables the `llvm` feature):
+
+```bash
+cd benchmarks/paper/runtimes/wasmer-7.1.0
+LLVM_SYS_211_PREFIX=$LLVM_SYS_211_PREFIX ./build.sh
+
+export WASMER=$PWD/out/bin/wasmer
+```
+
+**Smoke test (three backends)**:
+
+```bash
+cd benchmarks/paper/benchmarks/wapm
+$WASMER run --cranelift  --cache-dir=/dev/null echo.wasm -- 1234567890
+$WASMER run --singlepass --cache-dir=/dev/null echo.wasm -- 1234567890
+$WASMER run --llvm       --cache-dir=/dev/null echo.wasm -- 1234567890
+```
+
+Guest arguments starting with `-` require a `--` separator, e.g. `sam.wasm -- -debug sam.wav`.
+
+---
+
+## 4. Benchmarking
+
+### 4.1 One-shot Full Flow (recommended)
+
+```bash
+cd <DTVM repo>/benchmarks/paper
+
+export DTVM=/path/to/DTVM/build/dtvm
+export WASMTIME=$PWD/runtimes/wasmtime-45.0.0/out/wasmtime
+export WASMER=$PWD/runtimes/wasmer-7.1.0/out/bin/wasmer
+export WASMTIME_CACHE=0
+
+./scripts/run_wapm_v45_v71_round.sh 3
+```
+
+- Argument `3`: repeat each case 3 times and average.
+- Output dir: `raw_data/benchs/wapm_v45_v71_<timestamp>/`
+- Summary table: `raw_data/benchs/wapm_v45_v71_latency_table.md` / `.csv`
+- If wasmer was built with llvm, the script runs `--llvm` automatically and fills the llvm column.
+
+### 4.2 Step-by-step
+
+```bash
+BENCH=raw_data/benchs/wapm_v45_v71_manual
+mkdir -p "$BENCH"
+
+# dtvm + wasmtime
+DTVM=$DTVM WASMTIME=$WASMTIME \
+  ./scripts/run_dtvm_wt_compile_round.sh 3 "$BENCH/dtvm_wt"
+
+# wasmer backends
+WASMER=$WASMER ./scripts/run_wasmer_ttfi_compare.sh 3 "$BENCH/wasmer_cranelift" cranelift
+WASMER=$WASMER ./scripts/run_wasmer_ttfi_compare.sh 3 "$BENCH/wasmer_singlepass" singlepass
+WASMER=$WASMER ./scripts/run_wasmer_ttfi_compare.sh 3 "$BENCH/wasmer_llvm" llvm
+
+# merge into the paper-format table
+OUT_DIR="$BENCH/table" \
+  DTVM_LOG_DIR="$BENCH/dtvm_wt/logs/dtvm" \
+  WT_CSV="$BENCH/dtvm_wt/wt/results.csv" \
+  WASMER_CR_CSV="$BENCH/wasmer_cranelift/results.csv" \
+  WASMER_SP_CSV="$BENCH/wasmer_singlepass/results.csv" \
+  WASMER_LLVM_CSV="$BENCH/wasmer_llvm/results.csv" \
+  ROOT=$PWD \
+  python3 scripts/build_wapm_local_table.py
+```
+
+### 4.3 Cache and Cold Start (required)
+
+| Runtime | Setting |
+|---------|---------|
+| **wasmtime** | `export WASMTIME_CACHE=0`; **`rm -rf ~/.cache/wasmtime` before each run** (script's `CLEAR_WASMTIME_CACHE=1` is on by default) |
+| **wasmer** | `--cache-dir=/dev/null` every run |
+| **dtvm** | no cross-run module cache; fresh process each time |
+
+Without clearing the wasmtime cache, cases like echo drop from ~20–30 ms to ~1 ms, making the results incomparable with the paper.
+
+### 4.4 Per-case Arguments
+
+Some cases depend on `benchmarks/wapm/<case>.wasm.conf` (`--dir`, `--args`, piped input, etc.). The benchmark scripts read the conf; for manual runs see `benchmarks/wapm/WAPM_REPRODUCE.md`.
+
+---
+
+## 5. Validation and Comparison with the Paper
+
+### 5.1 Parsing the Paper's Original Logs
+
+```bash
+cd scripts
+# edit log_file_path at the bottom of avg_compile_time.py to point at the dtvm/wasmtime/wasmer logs
+python3 avg_compile_time.py
+```
+
+### 5.2 Quick Checklist
+
+- [ ] `strings build/dtvm | grep 'Total compilation time'` produces output
+- [ ] A single dtvm echo run prints a `Total compilation time: … ms (… µs)` line
+- [ ] `rm -rf ~/.cache/wasmtime` ran before the wasmtime echo run
+- [ ] wasmer uses `--cache-dir=/dev/null`
+- [ ] wasmer llvm has `LLVM_SYS_211_PREFIX` set and `wasmer run --llvm` works
+- [ ] The summary table has dtvm / wt / wasmer-cr / wasmer-sp columns for all 20 cases; the llvm column is non-empty after an llvm build
+
+---
+
+## 6. Script Index
+
+| Script | Purpose |
+|--------|---------|
+| `scripts/run_wapm_v45_v71_round.sh` | one-shot: dtvm + wt45 + wasmer7 (cr/sp/llvm) + merged table |
+| `scripts/run_dtvm_wt_compile_round.sh` | dtvm + wasmtime, 20 cases |
+| `scripts/run_wasmtime_ttfi_compare.sh` | wasmtime only |
+| `scripts/run_wasmer_ttfi_compare.sh` | wasmer only (args: `repeats out_dir engine`) |
+| `scripts/build_wapm_local_table.py` | generate the paper-format md/csv from logs/CSVs |
+
+Environment variables (table merge):
+
+| Variable | Meaning |
+|----------|---------|
+| `DTVM_LOG_DIR` | dtvm log directory |
+| `WT_CSV` | wasmtime `results.csv` |
+| `WASMER_CR_CSV` / `WASMER_SP_CSV` / `WASMER_LLVM_CSV` | wasmer per-backend CSVs |
+| `OUT_DIR` | output `wapm_local_latency_table.md` |
+
+---
+
+## 7. Instrumentation Locations
+
+| Component | Location |
+|-----------|----------|
+| dtvm TTFI | `DTVM/src/utils/statistics.cpp` etc. |
+| wasmtime 45 TTFI | `wasmtime-45.0.0/src/ttfi_report.rs`, `src/common.rs`, `src/commands/run.rs` |
+| wasmtime 31 TTFI (legacy) | `runtimes/wasmtime-31.0.0/patches/ttfi-report.patch` |
+| wasmer 7.1 TTFI | `wasmer-7.1.0/lib/wasix/src/ttfi_report.rs` etc. |
+| wasmer 5.0.4 TTFI (legacy) | same modifications on `wasmer-5.0.4`; llvm needs **LLVM 18** |
+
+---
+
+## 8. FAQ
+
+| Symptom | Fix |
+|---------|-----|
+| dtvm prints no `Total compilation time` | rebuild `dtvm` (`statistics.cpp` mtime must precede the binary) |
+| wasmtime echo ~1 ms | `~/.cache/wasmtime` was not cleared |
+| wasmer llvm fails to build | confirm `LLVM_SYS_211_PREFIX` points at **21.x**, not 18 |
+| `llvm-config` from LLVM 18 reports `libtinfo.so.5` | the Ubuntu 18 prebuilt package is incompatible with newer ncurses; use the LLVM 21 package for wasmer 7 |
+| `INPUT_FILE is required` | put `<case>.wasm` **before** the flags |
+| irb extremely slow | expected (large module); the llvm backend is especially slow |
+| fortune has no paper row | skip the fortune comparison when using the paper's `zuk` column |
+
+---
+
+## 9. Older Runtime Versions (optional)
+
+To compare against the paper's **same-version** wasmtime 31 / wasmer 5.0.4:
+
+```bash
+./runtimes/wasmtime-31.0.0/build.sh
+./runtimes/wasmer-5.0.4/build.sh    # llvm needs LLVM 18 + LLVM_SYS_180_PREFIX
+./scripts/run_wapm_local_full_round.sh 3
+```
+
+Output: `raw_data/benchs/wapm_local_latency_table.md`.
+
+---
+
+## 10. Related Documents
+
+| Document | Contents |
+|----------|----------|
+| [`benchmarks/wapm/WAPM_REPRODUCE.md`](../benchmarks/wapm/WAPM_REPRODUCE.md) | case confs, correctness testing |
diff --git a/benchmarks/paper/docs/XLSX_FORMAT.md b/benchmarks/paper/docs/XLSX_FORMAT.md
new file mode 100644
index 000000000..b5a7ba9d3
--- /dev/null
+++ b/benchmarks/paper/docs/XLSX_FORMAT.md
@@ -0,0 +1,82 @@
+# dtvm_polybench.xlsx — Table Format Notes (issue log)
+
+## Conclusion
+
+Do **not** directly compare the `bench_polybench_timing.sh` wall time (one whole-process invocation) against the xlsx columns as a "reproduction" ratio, unless the following are confirmed with the experimenters first:
+
+1. Whether each cell is **compile time** or **total time** (or some other definition);
+2. **Which row group** of the sheet is being used (the same case names repeat in multiple groups);
+3. Whether the unit is **ms** or **seconds** (some compile cells are fractions, e.g. `0.935`).
+
+## Table Structure (as observed)
+
+### Group 1 (roughly rows 2–31)
+
+- Row label: `case/benchmark/polybenchc/<case>.wasm`
+- Columns B–K: headers still show row 1's `dtvm multipass`, `dtvm multipass + lazy`, `wasmtime`, etc.
+- **Each config has only one numeric column**, not labeled compile / total
+  - Example: `2mm`'s `dtvm multipass` = **3314.16** (magnitude looks like ms; semantics unlabeled)
+
+### Group 2 (from roughly row 76)
+
+- Row 76 sub-headers (alternating column pairs):
+  - **B** = `Compile time (ms)` → belongs to column name **dtvm multipass**
+  - **C** = `Total time (ms)` → belongs to column name **dtvm multipass + lazy**
+  - **D/E, F/G…** likewise alternate **Compile / Total**
+- So within the same data row, **column B is multipass's compile and column C is lazy's total** — not a "compile + total" pair for the same config.
+
+Example: `2mm` (row 77)
+
+| Column | Column name (row 1) | Sub-header (row 76) | Value | Meaning (per experimenter feedback) |
+|--------|---------------------|---------------------|-------|--------------------------------------|
+| B | dtvm multipass | Compile time | **0.935** | **compile time** (seconds; ×1000 ≈ 935 ms) |
+| C | dtvm multipass + lazy | Total time | **3283.55** | lazy **total time** (ms) |
+
+The earlier script incorrectly treated **B = 0.935×1000 = 935** as multipass "total time" when comparing against local wall time.
+
+### Duplicate Rows
+
+The same `case` appears **multiple times** in the sheet (e.g. `2mm` at least 4 rows). The old script scanned row by row and **later rows overwrote earlier ones**, easily landing on the compile row at row 76+ rather than row 2's 3314.16.
+
+## What the Local Timing Script Measures
+
+`bench_polybench_timing.sh`:
+
+- Each run: `dtvm … case.wasm` in a **separate process**
+- Measure: `date` **wall time (ms)** = typically **JIT compile + execution** (+ process startup)
+- Per case: 1× warmup + 3× timed, median reported
+
+This is **not the same metric** as the xlsx's compile-only or total-only cells.
+
+## Status of Previous Comparison Tables
+
+The **ratios in the following files are historical records only** — until the xlsx semantics are clarified they **must not be read as reproduction success/failure**:
+
+- `polybench_paired_compare_20260526.csv` / `.md` (not included)
+- `polybench_all_runtimes_compare_20260526.md` / `.csv` (not included)
+- `polybench_local_vs_paper_*` (not included)
+
+## Recommended Reading (DTVM vs Wasmtime vs Wasmer-LLVM relative relationship)
+
+- `polybench_runtime_compare_20260526.md` / `.csv` (not included) — **`DTVM/Wasm/LLVM`** (e.g. `1/1.02/7.03`) normalized comparison (main document)
+
+## Total-only Absolute Comparison (auxiliary)
+
+- `polybench_total_only_compare_20260526.csv` / `.md` (not included)
+
+Extraction summary:
+
+| Config | Total source |
+|--------|--------------|
+| dtvm multipass | group 1 rows 2–31, column B (this group has no Compile/Total sub-header) |
+| dtvm multipass+lazy | group 2 rows 77–106, column C (row 76 marks **Total time**) |
+| wasmtime | group 1 rows 2–31, column F |
+| wasmer llvm | group 2 rows 77–106, column I (**Total time**) |
+
+**Do not** use group-2 column B's 0.935 (Compile).
+
+## If the Numbers Still Do Not Line Up
+
+1. Confirm with the experimenters whether group-1 columns B/F are really **total** (rather than another metric).
+2. Split compile / execute locally, or restore the paper's `Average time` script.
+3. Check whether dtvm contains an `exit optimization` matching xlsx columns D/E.
diff --git a/benchmarks/paper/runtimes/README.md b/benchmarks/paper/runtimes/README.md
new file mode 100644
index 000000000..6b8ad282c
--- /dev/null
+++ b/benchmarks/paper/runtimes/README.md
@@ -0,0 +1,36 @@
+# Runtimes
+
+Build scripts and version proofs for each runtime. **Binaries are not committed** (covered by `.gitignore`); each subdirectory keeps only `BUILD.md` / `build.sh` / `version.txt`.
+
+## Paper Baselines (PolyBench wall-clock)
+
+| Directory | Version | Purpose |
+|-----------|---------|---------|
+| [`wamr-1.2.3/`](wamr-1.2.3/) | WAMR 1.2.3 (`iwasm`) | interpreter baseline |
+| [`wasmtime-31.0.0/`](wasmtime-31.0.0/) | Wasmtime 31.0.0 (optional TTFI instrumentation) | wall-clock baseline |
+| [`wasmer-5.0.4/`](wasmer-5.0.4/) | Wasmer 5.0.4 (cr + sp + optional llvm/LLVM18) | the `wasmer llvm` column |
+| [`dtvm/`](dtvm/) | DTVM source fork @ `882c83155` | paper PolyBench / WAPM main column |
+
+## Current Mainline (TTFI + overflow + fib)
+
+| Directory | Version | Purpose |
+|-----------|---------|---------|
+| [`wasmtime-45.0.0/`](wasmtime-45.0.0/) | Wasmtime **45.0.0** (with TTFI instrumentation) | PolyBench TTFI / WAPM TTFI / overflow / fib |
+| [`wasmer-7.1.0/`](wasmer-7.1.0/) | Wasmer **7.1.0** (cr + sp + **llvm**/LLVM21) | same |
+| [`dtvm_main/`](dtvm_main/) | DTVM main HEAD (with `Total compilation time`) | TTFI mainline (commit recorded in `version.txt`) |
+
+## Build-output Paths
+
+`build.sh` installs into the corresponding subdirectory's `out/`:
+
+| Runtime | Binary path |
+|---------|-------------|
+| WAMR 1.2.3 | `wamr-1.2.3/out/iwasm` |
+| Wasmtime 31 | `wasmtime-31.0.0/out/wasmtime` |
+| Wasmtime 45 | `wasmtime-45.0.0/out/wasmtime` |
+| Wasmer 5.0.4 | `wasmer-5.0.4/out/bin/wasmer` |
+| Wasmer 7.1.0 | `wasmer-7.1.0/out/bin/wasmer` |
+| DTVM paper | `dtvm/dtvm` (manually copied from `build_paper/dtvm`) |
+| DTVM mainline | `dtvm_main/dtvm` (manually copied from a main build) |
+
+See each subdirectory's `BUILD.md` and [`../VERSIONS.md`](../VERSIONS.md).
diff --git a/benchmarks/paper/runtimes/dtvm/BUILD.md b/benchmarks/paper/runtimes/dtvm/BUILD.md
new file mode 100644
index 000000000..881ceb3b8
--- /dev/null
+++ b/benchmarks/paper/runtimes/dtvm/BUILD.md
@@ -0,0 +1,76 @@
+# DTVM (dtvm) — Paper Reproduction Build
+
+Paper experiments use commit **`882c83155`** (DTVM source fork).
+
+## Prerequisites
+
+- Linux x86_64
+- `cmake`, `ninja`, GCC C++17
+- LLVM **15** for multipass JIT, e.g. `/opt/llvm15/lib/cmake/llvm`
+- Network or pre-populated `build_paper/_deps` (asmjit, CLI11, spdlog)
+
+## Recommended: git worktree (keeps main checkout untouched)
+
+```bash
+cd /path/to/DTVM
+git worktree add ../DTVM_paper_882c83155 882c83155
+cd ../DTVM_paper_882c83155
+```
+
+## Configure & build
+
+```bash
+cmake -S . -B build_paper -G Ninja \
+  -DCMAKE_BUILD_TYPE=Release \
+  -DLLVM_DIR=/opt/llvm15/lib/cmake/llvm \
+  -DZEN_ENABLE_SINGLEPASS_JIT=ON \
+  -DZEN_ENABLE_MULTIPASS_JIT=ON \
+  -DZEN_ENABLE_CHECKED_ARITHMETIC=ON
+
+cmake --build build_paper -j"$(nproc)"
+cp build_paper/dtvm build_paper/dtvm
+```
+
+If `FetchContent` cannot reach GitHub, download asmjit zip and point CMake:
+
+```bash
+curl -fsSL -o /tmp/asmjit.zip \
+  https://codeload.github.com/asmjit/asmjit/zip/3577608cab0bc509f856ebf6e41b2f9d9f71acc4
+unzip -q /tmp/asmjit.zip -d build_paper/_deps
+mv build_paper/_deps/asmjit-3577608cab0bc509f856ebf6e41b2f9d9f71acc4 build_paper/_deps/asmjit-src
+
+cmake ... \
+  -DFETCHCONTENT_SOURCE_DIR_ASMJIT="$PWD/build_paper/_deps/asmjit-src" \
+  -DFETCHCONTENT_SOURCE_DIR_CLI11="$PWD/build_paper/_deps/cli11-src" \
+  -DFETCHCONTENT_SOURCE_DIR_SPDLOG="$PWD/build_paper/_deps/spdlog-src"
+```
+
+(Extract `build_deps.tar.gz` from a sibling DTVM tree for CLI11/spdlog if needed.)
+
+## Install proof artifacts into this repo
+
+```bash
+DATA=<repo>/benchmarks/paper/runtimes/dtvm
+cp build_paper/dtvm "$DATA/dtvm"
+cp build_paper/CMakeCache.txt "$DATA/CMakeCache.txt"
+./build_paper/dtvm --help > "$DATA/version.txt" 2>&1 || true
+echo "commit=882c83155" >> "$DATA/version.txt"
+```
+
+## PolyBench multipass CLI (inferred from xlsx + ACI)
+
+```bash
+dtvm -m multipass --disable-multipass-greedyra --disable-multipass-multithread case.wasm
+dtvm -m multipass --enable-multipass-lazy --disable-multipass-greedyra --disable-multipass-multithread case.wasm
+```
+
+**Not available at 882c83155:** public CLI for xlsx column `dtvm multipass + exit optimization` — ask the original experimenters.
+
+## Verify
+
+```bash
+./build_paper/dtvm -m multipass --disable-multipass-greedyra --disable-multipass-multithread \
+  <repo>/benchmarks/paper/benchmarks/polybenchc/atax.wasm
+```
+
+Should exit 0 and print `==BEGIN DUMP_ARRAYS==` output.
diff --git a/benchmarks/paper/runtimes/dtvm/README.md b/benchmarks/paper/runtimes/dtvm/README.md
new file mode 100644
index 000000000..f46799806
--- /dev/null
+++ b/benchmarks/paper/runtimes/dtvm/README.md
@@ -0,0 +1,33 @@
+# DTVM (paper-version `dtvm`)
+
+The paper's `dtvm` CLI (multipass JIT, `--enable-multipass-lazy`, etc.).
+
+## Experiment Commits
+
+| Purpose | Commit | Notes |
+|---------|--------|-------|
+| **Paper PolyBench / WAPM wall-clock** | **`882c83155`** | see [`BUILD.md`](BUILD.md) |
+| **PolyBench / WAPM TTFI mainline** | main HEAD (with `Total compilation time` instrumentation) | see `../dtvm_main/version.txt`; build steps in [`../../docs/POLYBENCH_TTFI_REPRODUCE.md`](../../docs/POLYBENCH_TTFI_REPRODUCE.md) §3.1 |
+| **overflow / fib(30)** | latest fast commit (example `e532db3e2`) | see [`../../benchmarks/overflow/REPRODUCE_fib_overflow_5way.md`](../../benchmarks/overflow/REPRODUCE_fib_overflow_5way.md) |
+
+## Artifacts in This Directory
+
+Binaries are not committed; copy them manually per `BUILD.md`:
+
+- `dtvm` — Release build @ the paper commit (`.gitignore`)
+- `CMakeCache.txt` — snapshot of the paper build configuration (`.gitignore`)
+- `version.txt` — `./dtvm --help` excerpt + `commit=…` + `build_dir=…`
+
+## PolyBench Multipass CLI (paper)
+
+```bash
+# main (multipass)
+dtvm -m multipass --disable-multipass-greedyra --disable-multipass-multithread case.wasm
+# lazy
+dtvm -m multipass --enable-multipass-lazy --disable-multipass-greedyra --disable-multipass-multithread case.wasm
+```
+
+## Open Items
+
+- Which CLI / build flags correspond to the xlsx column `dtvm multipass + exit optimization`
+- Original benchmark logs and timing script (`Average time` style)
diff --git a/benchmarks/paper/runtimes/dtvm/version.txt b/benchmarks/paper/runtimes/dtvm/version.txt
new file mode 100644
index 000000000..c3455e196
--- /dev/null
+++ b/benchmarks/paper/runtimes/dtvm/version.txt
@@ -0,0 +1,22 @@
+ZetaEngine Command Line Interface
+
+Usage: dtvm [OPTIONS] WASM_FILE
+
+Positionals:
+  WASM_FILE TEXT REQUIRED     WASM filename
+
+Options:
+  -h,--help                   Print this help message and exit
+  -m,--mode ENUM:value in {multipass->2,singlepass->1,interpreter->0} OR {2,1,0}
+                              Running mode
+  -f,--function TEXT          Entry function name
+  --args TEXT ...             Entry function args
+  --env TEXT ...              Environment variables
+  --dir TEXT ...              Work directories
+  --gas-limit UINT            Gas limit
+  --log-level ENUM:value in {off->6,fatal->5,error->4,info->2,warn->3,debug->1,trace->0} OR {6,5,4,2,3,1,0}
+                              Log level
+  --num-extra-compilations UINT
+                              The number of extra compilations
+commit=882c83155
+build_dir=/path/to/DTVM_paper_882c83155/build_paper
diff --git a/benchmarks/paper/runtimes/dtvm_main/README.md b/benchmarks/paper/runtimes/dtvm_main/README.md
new file mode 100644
index 000000000..b16209cc3
--- /dev/null
+++ b/benchmarks/paper/runtimes/dtvm_main/README.md
@@ -0,0 +1,41 @@
+# DTVM (`dtvm`) — main HEAD
+
+The mainline version for PolyBench TTFI / WAPM TTFI (with `Total compilation time` instrumentation).
+
+## Commit
+
+See [`version.txt`](version.txt) (example `c3c3fd856`, 2026-05-29). The paper baseline `882c83155` is under [`../dtvm/`](../dtvm/).
+
+## Build
+
+```bash
+cd /path/to/DTVM
+cmake -B build_main -G Ninja -DCMAKE_BUILD_TYPE=Release \
+  -DLLVM_DIR=/opt/llvm15/lib/cmake/llvm \
+  -DZEN_ENABLE_SINGLEPASS_JIT=ON \
+  -DZEN_ENABLE_MULTIPASS_JIT=ON
+cmake --build build_main -j"$(nproc)"
+
+cp build_main/dtvm <repo>/benchmarks/paper/runtimes/dtvm_main/dtvm
+chmod +x <repo>/benchmarks/paper/runtimes/dtvm_main/dtvm
+git log -1 --format='%H %ci %s' \
+  > <repo>/benchmarks/paper/runtimes/dtvm_main/version.txt
+```
+
+## Confirm TTFI Is Compiled In
+
+```bash
+strings ./dtvm | grep -F 'Total compilation time'
+```
+
+## Usage
+
+```bash
+./dtvm case.wasm -m multipass \
+  --enable-multipass-lazy \
+  --disable-multipass-greedyra \
+  --disable-multipass-multithread \
+  --enable-statistics
+```
+
+See [`../../docs/POLYBENCH_TTFI_REPRODUCE.md`](../../docs/POLYBENCH_TTFI_REPRODUCE.md) §3.1 and [`../../docs/WAPM_TTFI_REPRODUCTION.md`](../../docs/WAPM_TTFI_REPRODUCTION.md) §3.1.
diff --git a/benchmarks/paper/runtimes/dtvm_main/version.txt b/benchmarks/paper/runtimes/dtvm_main/version.txt
new file mode 100644
index 000000000..cb57bf09a
--- /dev/null
+++ b/benchmarks/paper/runtimes/dtvm_main/version.txt
@@ -0,0 +1 @@
+c3c3fd856d693d33be05ba25c5e6969a58be7e1f 2026-05-29 07:22:34 +0000 perf: commute two-address operands and fix branch peephole for 30% fib speedup
diff --git a/benchmarks/paper/runtimes/wamr-1.2.3/BUILD.md b/benchmarks/paper/runtimes/wamr-1.2.3/BUILD.md
new file mode 100644
index 000000000..ed2308936
--- /dev/null
+++ b/benchmarks/paper/runtimes/wamr-1.2.3/BUILD.md
@@ -0,0 +1,138 @@
+# WAMR 1.2.3 Build Notes
+
+Upstream vanilla WAMR, used as the **`iwasm` baseline** for PolyBench and related experiments.
+
+- Upstream: https://github.com/bytecodealliance/wasm-micro-runtime
+- Target tag: **WAMR-1.2.3**
+- Automation script: [`build.sh`](build.sh)
+
+**Note**: this directory tracks upstream WAMR; it is **not** the same codebase as the DTVM fork (`runtimes/dtvm/`).
+
+---
+
+## Paper Baseline Practice
+
+| Item | Version |
+|------|---------|
+| WAMR | **1.2.3** |
+| LLVM (AOT) | **11.1.0** (per experiment notes; CMake typically points at an `llvm-11` package path) |
+
+The PolyBench wasm side was presumably compiled with WASI-SDK **clang 11.0.0 / 14.0.3** (see `benchmarks/polybenchc/BUILD.md`).
+
+---
+
+## 1. Basic Build (CMake)
+
+WAMR uses CMake. Standard flow:
+
+```bash
+git clone https://github.com/bytecodealliance/wasm-micro-runtime.git
+cd wasm-micro-runtime
+git checkout WAMR-1.2.3
+
+cd product-mini/platforms/linux
+mkdir build && cd build
+
+cmake .. \
+  -DWAMR_BUILD_INTERP=1 \
+  -DWAMR_BUILD_FAST_JIT=1 \
+  -DWAMR_BUILD_AOT=1 \
+  -DWAMR_BUILD_LIBC_WASI=1
+
+make -j$(nproc)
+./iwasm --version
+```
+
+Or use the script in this directory:
+
+```bash
+cd runtimes/wamr-1.2.3
+chmod +x build.sh
+./build.sh all
+# artifacts: out/iwasm, version.txt
+```
+
+---
+
+## 2. Common CMake Options
+
+| Option | Description |
+|--------|-------------|
+| `-DWAMR_BUILD_INTERP=1` | interpreter (**required for iwasm**) |
+| `-DWAMR_BUILD_FAST_JIT=1` | Fast JIT (singlepass compiler) |
+| `-DWAMR_BUILD_AOT=1` | AOT compiler (**requires LLVM**) |
+| `-DWAMR_BUILD_LIBC_BUILTIN=1` | builtin libc |
+| `-DWAMR_BUILD_LIBC_WASI=1` | WASI libc (**required to run PolyBench WASI wasm**) |
+| `-DWAMR_BUILD_MULTI_MODULE=1` | multi-module support |
+
+For the paper PolyBench baseline, enable at least **INTERP + LIBC_WASI**.
+
+---
+
+## 3. AOT Mode (requires LLVM)
+
+```bash
+# Ubuntu example (LLVM 11)
+sudo apt-get install llvm-11 clang-11 llvm-11-dev
+
+cd product-mini/platforms/linux/build
+cmake .. \
+  -DWAMR_BUILD_AOT=1 \
+  -DWAMR_BUILD_INTERP=1 \
+  -DWAMR_BUILD_LIBC_WASI=1 \
+  -DLLVM_DIR=/usr/lib/llvm-11/lib/cmake/llvm
+
+make -j$(nproc)
+```
+
+The experiment docs used **LLVM 11.1.0**; if only an `llvm-11` package is available, point `LLVM_DIR` at its cmake directory.
+
+This repo's `build.sh` defaults to:
+
+```bash
+export LLVM_DIR=/usr/lib/llvm-11/lib/cmake/llvm
+./build.sh all
+```
+
+If AOT is not needed, disable it:
+
+```bash
+WAMR_BUILD_AOT=0 ./build.sh all
+```
+
+---
+
+## 4. Artifacts and Verification
+
+| File | Description |
+|------|-------------|
+| `product-mini/platforms/linux/build/iwasm` | main executable |
+| `out/iwasm` | `build.sh install` copies here |
+| `version.txt` | `iwasm --version` output (**fill in after a real build**) |
+
+Verify:
+
+```bash
+./out/iwasm --version
+./out/iwasm benchmarks/polybenchc/atax.wasm   # run from the repo root or with an explicit path
+```
+
+---
+
+## 5. Difference from DTVM (`runtimes/dtvm/`)
+
+| | WAMR 1.2.3 (this dir) | DTVM (`runtimes/dtvm/`) |
+|--|------------------------|--------------------------|
+| Source | upstream bytecodealliance | fork |
+| CLI | `iwasm` | `dtvm` |
+| Role | paper baseline | paper main runtime |
+| AOT LLVM | 11.1.0 | fork-specific config |
+
+---
+
+## 6. To Be Filled (after an actual build)
+
+- [ ] `version.txt` (real `iwasm --version` output)
+- [ ] `out/iwasm` binary or the recorded build-machine path
+- [ ] full CMake log / `CMakeCache.txt` (optional, for auditing)
+- [ ] checksum (`shasum -a 256 out/iwasm`)
diff --git a/benchmarks/paper/runtimes/wamr-1.2.3/README.md b/benchmarks/paper/runtimes/wamr-1.2.3/README.md
new file mode 100644
index 000000000..171f6fa76
--- /dev/null
+++ b/benchmarks/paper/runtimes/wamr-1.2.3/README.md
@@ -0,0 +1,29 @@
+# WAMR 1.2.3
+
+Upstream vanilla WAMR, used as the `iwasm` baseline for PolyBench and related experiments.
+
+## Docs
+
+- [`BUILD.md`](BUILD.md) — CMake options, LLVM 11.1.0, notes
+- [`build.sh`](build.sh) — automated clone / build / install
+
+## Quick Start
+
+```bash
+chmod +x build.sh
+./build.sh all
+```
+
+## Version Pin
+
+| Item | Version |
+|------|---------|
+| WAMR | 1.2.3 |
+| LLVM (AOT) | 11.1.0 |
+
+## To Be Filled After an Actual Build
+
+- [ ] `version.txt`
+- [ ] `out/iwasm`
+
+Upstream: https://github.com/bytecodealliance/wasm-micro-runtime
diff --git a/benchmarks/paper/runtimes/wamr-1.2.3/build.sh b/benchmarks/paper/runtimes/wamr-1.2.3/build.sh
new file mode 100755
index 000000000..ababc7773
--- /dev/null
+++ b/benchmarks/paper/runtimes/wamr-1.2.3/build.sh
@@ -0,0 +1,103 @@
+#!/usr/bin/env bash
+# Build upstream WAMR 1.2.3 (iwasm) for paper baseline.
+# See BUILD.md for CMake options and Ant Group practice notes.
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")" && pwd)"
+WAMR_SRC="${WAMR_SRC:-$ROOT/build/wasm-micro-runtime}"
+WAMR_TAG="${WAMR_TAG:-WAMR-1.2.3}"
+WAMR_REPO="${WAMR_REPO:-https://github.com/bytecodealliance/wasm-micro-runtime.git}"
+BUILD_DIR="${BUILD_DIR:-$WAMR_SRC/product-mini/platforms/linux/build}"
+LLVM_DIR="${LLVM_DIR:-/usr/lib/llvm-11/lib/cmake/llvm}"
+
+# Paper / Ant practice defaults
+: "${WAMR_BUILD_INTERP:=1}"
+: "${WAMR_BUILD_FAST_JIT:=1}"
+: "${WAMR_BUILD_AOT:=1}"
+: "${WAMR_BUILD_LIBC_WASI:=1}"
+: "${WAMR_BUILD_LIBC_BUILTIN:=0}"
+: "${WAMR_BUILD_MULTI_MODULE:=0}"
+
+usage() {
+    cat <<'EOF'
+Usage: build.sh [clone|configure|build|install|all|version]
+
+  clone      Clone wasm-micro-runtime and checkout WAMR-1.2.3
+  configure  Run cmake in product-mini/platforms/linux/build
+  build      make iwasm
+  install    Copy iwasm to ./out/ and write version.txt
+  all        clone + configure + build + install
+  version    Print iwasm --version (after build)
+
+Environment:
+  WAMR_TAG              Git tag (default: WAMR-1.2.3)
+  LLVM_DIR              LLVM 11 cmake dir for AOT (Ant: LLVM 11.1.0)
+  WAMR_BUILD_INTERP       1 = interpreter (default)
+  WAMR_BUILD_FAST_JIT     1 = fast JIT / singlepass (default)
+  WAMR_BUILD_AOT          1 = AOT compiler (default, needs LLVM)
+  WAMR_BUILD_LIBC_WASI    1 = WASI libc (default, required for polybench)
+EOF
+}
+
+clone_source() {
+    if [[ ! -d "$WAMR_SRC/.git" ]]; then
+        git clone --depth 1 --branch "$WAMR_TAG" "$WAMR_REPO" "$WAMR_SRC"
+    else
+        git -C "$WAMR_SRC" fetch --tags origin
+        git -C "$WAMR_SRC" checkout "$WAMR_TAG"
+    fi
+    echo "Checked out $WAMR_TAG at $WAMR_SRC"
+}
+
+configure() {
+    clone_source
+    mkdir -p "$BUILD_DIR"
+    cd "$BUILD_DIR"
+
+    local -a cmake_args=(
+        -DWAMR_BUILD_INTERP="$WAMR_BUILD_INTERP"
+        -DWAMR_BUILD_FAST_JIT="$WAMR_BUILD_FAST_JIT"
+        -DWAMR_BUILD_AOT="$WAMR_BUILD_AOT"
+        -DWAMR_BUILD_LIBC_WASI="$WAMR_BUILD_LIBC_WASI"
+        -DWAMR_BUILD_LIBC_BUILTIN="$WAMR_BUILD_LIBC_BUILTIN"
+        -DWAMR_BUILD_MULTI_MODULE="$WAMR_BUILD_MULTI_MODULE"
+    )
+
+    if [[ "$WAMR_BUILD_AOT" == "1" ]]; then
+        cmake_args+=(-DLLVM_DIR="$LLVM_DIR")
+    fi
+
+    cmake .. "${cmake_args[@]}"
+}
+
+build_iwasm() {
+    cd "$BUILD_DIR"
+    make -j"$(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo 4)"
+}
+
+install_artifacts() {
+    local iwasm="$BUILD_DIR/iwasm"
+    [[ -x "$iwasm" ]] || iwasm="$BUILD_DIR/build/iwasm"
+    [[ -x "$iwasm" ]] || { echo "Error: iwasm not found under $BUILD_DIR" >&2; exit 1; }
+
+    mkdir -p "$ROOT/out"
+    cp "$iwasm" "$ROOT/out/iwasm"
+    "$ROOT/out/iwasm" --version | tee "$ROOT/version.txt"
+    echo "Installed: $ROOT/out/iwasm"
+}
+
+print_version() {
+    "$ROOT/out/iwasm" --version 2>/dev/null || "$BUILD_DIR/iwasm" --version 2>/dev/null || "$BUILD_DIR/build/iwasm" --version
+}
+
+cmd="${1:-all}"
+case "$cmd" in
+    clone) clone_source ;;
+    configure) configure ;;
+    build) build_iwasm ;;
+    install) install_artifacts ;;
+    all) configure && build_iwasm && install_artifacts ;;
+    version) print_version ;;
+    -h|--help|help) usage ;;
+    *) echo "Unknown command: $cmd" >&2; usage; exit 1 ;;
+esac
diff --git a/benchmarks/paper/runtimes/wamr-1.2.3/version.txt b/benchmarks/paper/runtimes/wamr-1.2.3/version.txt
new file mode 100644
index 000000000..cbaf3c856
--- /dev/null
+++ b/benchmarks/paper/runtimes/wamr-1.2.3/version.txt
@@ -0,0 +1 @@
+iwasm 1.2.3
diff --git a/benchmarks/paper/runtimes/wasmer-5.0.4/BUILD.md b/benchmarks/paper/runtimes/wasmer-5.0.4/BUILD.md
new file mode 100644
index 000000000..6ef9e6773
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmer-5.0.4/BUILD.md
@@ -0,0 +1,30 @@
+# Wasmer 5.0.4 (WAPM paper TTFI)
+
+## Source patch
+
+Instrumented tree (default): `/path/to/wasmer-5.0.4`
+
+- `lib/wasix/src/ttfi_report.rs` — `Readfile time`, `compile time`, `Total compilation time`, `Module execution`, `Execution N`
+- `lib/wasix/src/runtime/mod.rs` — compile timer around `Module::new`
+- `lib/cli/src/commands/run/mod.rs` — readfile timer
+- `lib/wasix/src/state/builder.rs` — instantiate + guest execution timers
+
+Run flags (paper): `wasmer run --<engine> --cache-dir=/dev/null <case>.wasm …`
+
+## Build
+
+```bash
+./runtimes/wasmer-5.0.4/build.sh
+```
+
+- Always builds **cranelift** + **singlepass**.
+- **llvm** only if LLVM 18 is available (`llvm-config-18` or `LLVM_SYS_180_PREFIX`).
+
+## Compare
+
+```bash
+./scripts/run_wasmer_ttfi_compare.sh 3   # cranelift (default)
+./scripts/run_wasmer_ttfi_compare.sh 3 '' singlepass
+```
+
+Metric aligned with paper `avg_compile_time.py`: **`Total compilation time`** (microseconds in parentheses).
diff --git a/benchmarks/paper/runtimes/wasmer-5.0.4/README.md b/benchmarks/paper/runtimes/wasmer-5.0.4/README.md
new file mode 100644
index 000000000..512f02896
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmer-5.0.4/README.md
@@ -0,0 +1,23 @@
+# Wasmer 5.0.4
+
+The paper's Wasmer baseline; the PolyBench wall-clock `wasmer llvm` column.
+
+## Build
+
+```bash
+./build.sh   # cranelift + singlepass by default; adds the llvm backend automatically when LLVM 18 is present
+```
+
+LLVM 18 setup:
+
+```bash
+export LLVM_SYS_180_PREFIX=/opt/clang+llvm-18.1.7-x86_64-linux-gnu-ubuntu-18.04
+```
+
+Artifact: `out/bin/wasmer` (covered by `.gitignore`).
+
+## Docs
+
+- [`BUILD.md`](BUILD.md) — instrumentation locations, benchmark flags
+
+> The current TTFI / overflow / fib mainline has moved to Wasmer **7.1.0** (LLVM 21); see [`../wasmer-7.1.0/`](../wasmer-7.1.0/).
diff --git a/benchmarks/paper/runtimes/wasmer-5.0.4/build.sh b/benchmarks/paper/runtimes/wasmer-5.0.4/build.sh
new file mode 100755
index 000000000..ef54538af
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmer-5.0.4/build.sh
@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+# Build Wasmer 5.0.4 with WAPM paper TTFI reporting (patched wasmer-wasix + cli).
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")" && pwd)"
+WASMER_SRC="${WASMER_SRC:-/path/to/wasmer-5.0.4}"
+OUT="$ROOT/out"
+
+if [[ -f "$HOME/.cargo/env" ]]; then
+  # shellcheck disable=SC1091
+  source "$HOME/.cargo/env"
+fi
+
+echo "Building wasmer from $WASMER_SRC (release, -j6)..."
+cd "$WASMER_SRC"
+FEATURES="cranelift,singlepass"
+if [[ -n "${LLVM_SYS_180_PREFIX:-}" ]] || command -v llvm-config-18 >/dev/null 2>&1; then
+  FEATURES="${FEATURES},llvm"
+  echo "LLVM 18 found — building with llvm backend"
+else
+  echo "WARN: no LLVM 18 (set LLVM_SYS_180_PREFIX) — skipping wasmer llvm backend"
+fi
+cargo build --release -p wasmer-cli -j6 --features "$FEATURES"
+
+mkdir -p "$OUT/bin"
+install -m 755 "$WASMER_SRC/target/release/wasmer" "$OUT/bin/wasmer"
+echo "Installed: $OUT/bin/wasmer"
+"$OUT/bin/wasmer" --version
diff --git a/benchmarks/paper/runtimes/wasmer-5.0.4/version.txt b/benchmarks/paper/runtimes/wasmer-5.0.4/version.txt
new file mode 100644
index 000000000..042aaf652
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmer-5.0.4/version.txt
@@ -0,0 +1 @@
+wasmer 5.0.4
diff --git a/benchmarks/paper/runtimes/wasmer-7.1.0/README.md b/benchmarks/paper/runtimes/wasmer-7.1.0/README.md
new file mode 100644
index 000000000..abdeeb55d
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmer-7.1.0/README.md
@@ -0,0 +1,43 @@
+# Wasmer 7.1.0 (TTFI / overflow / fib mainline)
+
+Shared version for PolyBench TTFI, WAPM TTFI, overflow, and fib(30). Three backends: **cranelift + singlepass + llvm**.
+
+## Instrumentation Locations
+
+- `lib/wasix/src/ttfi_report.rs`
+- `lib/wasix/src/runtime/mod.rs` (compile timer around `Module::new`)
+- `lib/wasix/src/state/builder.rs` (instantiate / guest execution timers)
+- `lib/cli/src/commands/run/mod.rs` (readfile timer)
+
+Example instrumented source: `/path/to/wasmer-7.1.0`
+
+## LLVM 21 (required for the llvm backend)
+
+wasmer 7.1 uses `llvm-sys-211` and needs **LLVM 21** (not the LLVM 18 from the paper-era 5.0.4).
+
+```bash
+tar -xf LLVM-21.1.8-Linux-X64.tar.xz -C ~
+export LLVM_SYS_211_PREFIX=$HOME/LLVM-21.1.8-Linux-X64
+$LLVM_SYS_211_PREFIX/bin/llvm-config --version   # 21.1.8
+```
+
+## Build
+
+```bash
+# default source path WASMER_SRC=/path/to/wasmer-7.1.0
+LLVM_SYS_211_PREFIX=$HOME/LLVM-21.1.8-Linux-X64 ./build.sh
+# artifact: out/bin/wasmer
+```
+
+Without LLVM 21 the script skips the `llvm` feature automatically and builds only `cranelift + singlepass`.
+
+## Usage (TTFI)
+
+```bash
+./out/bin/wasmer run --cranelift  --cache-dir=/dev/null case.wasm
+./out/bin/wasmer run --singlepass --cache-dir=/dev/null case.wasm
+./out/bin/wasmer run --llvm       --cache-dir=/dev/null case.wasm
+# expected stdout: Total compilation time: <ms> ms (<µs> µs)
+```
+
+Benchmark entry points: [`../../docs/POLYBENCH_TTFI_REPRODUCE.md`](../../docs/POLYBENCH_TTFI_REPRODUCE.md), [`../../docs/WAPM_TTFI_REPRODUCTION.md`](../../docs/WAPM_TTFI_REPRODUCTION.md).
diff --git a/benchmarks/paper/runtimes/wasmer-7.1.0/build.sh b/benchmarks/paper/runtimes/wasmer-7.1.0/build.sh
new file mode 100755
index 000000000..d02089445
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmer-7.1.0/build.sh
@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+# Build Wasmer v7.1.0 with WAPM paper TTFI reporting.
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")" && pwd)"
+WASMER_SRC="${WASMER_SRC:-/path/to/wasmer-7.1.0}"
+OUT="$ROOT/out"
+
+if [[ -f "$HOME/.cargo/env" ]]; then
+  # shellcheck disable=SC1091
+  source "$HOME/.cargo/env"
+fi
+
+FEATURES="cranelift,singlepass"
+if [[ -n "${LLVM_SYS_211_PREFIX:-}" ]] || [[ -x "${LLVM21_PREFIX:-/opt/LLVM-21.1.8-Linux-X64}/bin/llvm-config" ]]; then
+  export LLVM_SYS_211_PREFIX="${LLVM_SYS_211_PREFIX:-${LLVM21_PREFIX:-/opt/LLVM-21.1.8-Linux-X64}}"
+  FEATURES="${FEATURES},llvm"
+  echo "LLVM 21 found at $LLVM_SYS_211_PREFIX — building with llvm backend"
+else
+  echo "WARN: no LLVM 21 (set LLVM_SYS_211_PREFIX) — skipping wasmer llvm backend"
+fi
+echo "Building wasmer v7.1.0 from $WASMER_SRC (release, features=$FEATURES, -j6)..."
+cd "$WASMER_SRC"
+cargo build --release -p wasmer-cli -j6 --features "$FEATURES"
+
+mkdir -p "$OUT/bin"
+install -m 755 "$WASMER_SRC/target/release/wasmer" "$OUT/bin/wasmer"
+echo "Installed: $OUT/bin/wasmer"
+"$OUT/bin/wasmer" --version
diff --git a/benchmarks/paper/runtimes/wasmtime-31.0.0/BUILD.md b/benchmarks/paper/runtimes/wasmtime-31.0.0/BUILD.md
new file mode 100644
index 000000000..40025c681
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-31.0.0/BUILD.md
@@ -0,0 +1,131 @@
+# Wasmtime 31.0.0 Build Notes
+
+The paper's Wasmtime baseline (Cranelift backend).
+
+- Version: **31.0.0**
+- Upstream: https://github.com/bytecodealliance/wasmtime
+- Target tag: **release-31.0.0**
+- Source-build script: [`build.sh`](build.sh)
+
+This repository does **not** commit prebuilt binaries; use the official release package or a local `cargo build`.
+
+---
+
+## 1. Prebuilt Package (recommended)
+
+### Download
+
+| Item | Value |
+|------|-------|
+| File | `wasmtime-v31.0.0-x86_64-linux.tar.xz` |
+| URL | https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz |
+| Release | https://github.com/bytecodealliance/wasmtime/releases/tag/v31.0.0 |
+
+```bash
+curl -LO https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz
+tar xf wasmtime-v31.0.0-x86_64-linux.tar.xz
+```
+
+Example extracted location:
+
+```bash
+/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime
+```
+
+### Verify
+
+```bash
+/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime --version
+
+/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime run \
+  --invoke add /path/to/add.wasm 1 3
+```
+
+`add.wasm` was a smoke-test path on the experiment machine and is **not** included in this repository.
+
+---
+
+## 2. Source Build (optional)
+
+### Get the Source
+
+```bash
+git clone https://github.com/bytecodealliance/wasmtime.git
+cd wasmtime
+git checkout release-31.0.0
+git submodule update --init
+```
+
+Or use the script in this directory:
+
+```bash
+cd runtimes/wasmtime-31.0.0
+chmod +x build.sh
+./build.sh clone
+```
+
+### Requirements
+
+| Item | Requirement |
+|------|-------------|
+| **Rust** | `rustc` **1.85.0** or later |
+| System | `cargo`, `rustup` |
+
+```bash
+rustc --version
+rustup update stable
+```
+
+### Build
+
+```bash
+cd wasmtime
+cargo build --release
+# artifact: target/release/wasmtime
+```
+
+One shot:
+
+```bash
+./build.sh all
+./build.sh version
+```
+
+### WAPM Paper Timing Instrumentation (`ttfi-report`)
+
+`./build.sh clone` automatically applies `git apply patches/ttfi-report.patch` (based on **release-31.0.0**).
+The build artifact is installed to `out/wasmtime`; instrumented stdout looks like:
+
+```text
+Creating mmap for file took: …µs
+mmap success:
+Total compilation time: … ms (… µs)
+…
+Execution 1: ….… ms
+```
+
+When reproducing, use `export WASMTIME_CACHE=0` and pass case arguments the same way as the paper (e.g. `echo.wasm 1234567890`).
+
+---
+
+## 3. `wasmtime` Paths Used by This Repo
+
+| Scenario | `wasmtime` path |
+|----------|-----------------|
+| WAPM paper instrumented build | `runtimes/wasmtime-31.0.0/out/wasmtime` |
+| `benchmarks/overflow/build.sh` | `/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime` |
+| Experiment-machine example | `/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime` |
+
+Paths vary by deployment; extract the official package to `/opt/...` or `$HOME/workspace/...` and adjust script paths accordingly.
+
+---
+
+## 4. PolyBench / webassembly-testsuites
+
+Configuration lives in `scripts/webassembly-testsuites/configuration/`; run with:
+
+```bash
+./runtest_webassembly.py -r wasmtime -s polybenchc
+```
+
+`wasmtime` must be on `PATH`, or the configuration should point at the install path above.
diff --git a/benchmarks/paper/runtimes/wasmtime-31.0.0/README.md b/benchmarks/paper/runtimes/wasmtime-31.0.0/README.md
new file mode 100644
index 000000000..f980150c6
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-31.0.0/README.md
@@ -0,0 +1,39 @@
+# Wasmtime 31.0.0
+
+The paper's Wasmtime baseline (Cranelift backend).
+
+## Quick Install (official prebuilt package)
+
+```bash
+curl -LO https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz
+tar xf wasmtime-v31.0.0-x86_64-linux.tar.xz
+/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime --version
+```
+
+## Verification Example
+
+```bash
+/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime run \
+  --invoke add /path/to/add.wasm 1 3
+```
+
+## Docs
+
+- [`BUILD.md`](BUILD.md) — prebuilt package, source build, path notes
+- [`build.sh`](build.sh) — source clone / automatic `git apply patches/ttfi-report.patch` / `cargo build --release` / install to `out/`
+- [`patches/ttfi-report.patch`](patches/) — the paper's `Total compilation time` instrumentation (based on `release-31.0.0`)
+
+> The current TTFI / overflow / fib mainline has moved to Wasmtime **45.0.0**; see [`../wasmtime-45.0.0/`](../wasmtime-45.0.0/).
+
+## Version Pin
+
+| Item | Value |
+|------|-------|
+| Version | **31.0.0** |
+| Git tag | `release-31.0.0` |
+| Prebuilt package | [v31.0.0 x86_64-linux](https://github.com/bytecodealliance/wasmtime/releases/download/v31.0.0/wasmtime-v31.0.0-x86_64-linux.tar.xz) |
+| Rust (source build) | >= 1.85.0 |
+
+## Notes
+
+The `wasmtime` binary is not committed to this repository. `benchmarks/overflow/build.sh` defaults to `/opt/wasmtime-v31.0.0-x86_64-linux/wasmtime`.
diff --git a/benchmarks/paper/runtimes/wasmtime-31.0.0/build.sh b/benchmarks/paper/runtimes/wasmtime-31.0.0/build.sh
new file mode 100755
index 000000000..292b50112
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-31.0.0/build.sh
@@ -0,0 +1,80 @@
+#!/usr/bin/env bash
+# Build Wasmtime release-31.0.0 from source.
+# See BUILD.md. This repo documents build steps only; no binary/checksum is shipped.
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")" && pwd)"
+WASMTIME_SRC="${WASMTIME_SRC:-$ROOT/build/wasmtime}"
+WASMTIME_TAG="${WASMTIME_TAG:-release-31.0.0}"
+WASMTIME_REPO="${WASMTIME_REPO:-https://github.com/bytecodealliance/wasmtime.git}"
+
+usage() {
+    cat <<'EOF'
+Usage: build.sh [clone|build|all|version]
+
+  clone     Clone wasmtime and checkout release-31.0.0 (+ submodules)
+  build     cargo build --release
+  all       clone + build
+  version   Print wasmtime --version (local build only)
+
+Environment:
+  WASMTIME_TAG    Git branch/tag (default: release-31.0.0)
+  WASMTIME_SRC    Source directory (default: ./build/wasmtime)
+EOF
+}
+
+apply_ttfi_patch() {
+    local patch="$ROOT/patches/ttfi-report.patch"
+    if [[ ! -f "$patch" ]]; then
+        return 0
+    fi
+    if git -C "$WASMTIME_SRC" apply --check "$patch" 2>/dev/null; then
+        git -C "$WASMTIME_SRC" apply "$patch"
+        echo "Applied paper TTFI patch: $patch"
+    else
+        echo "Note: TTFI patch already applied or tree differs: $patch"
+    fi
+}
+
+clone_source() {
+    if [[ ! -d "$WASMTIME_SRC/.git" ]]; then
+        git clone --depth 1 --branch "$WASMTIME_TAG" "$WASMTIME_REPO" "$WASMTIME_SRC"
+    else
+        git -C "$WASMTIME_SRC" fetch origin "$WASMTIME_TAG" 2>/dev/null || git -C "$WASMTIME_SRC" fetch --tags origin
+        git -C "$WASMTIME_SRC" checkout "$WASMTIME_TAG"
+    fi
+    git -C "$WASMTIME_SRC" submodule update --init --recursive
+    apply_ttfi_patch
+    echo "Checked out $WASMTIME_TAG at $WASMTIME_SRC"
+}
+
+build_release() {
+    if [[ -f "$HOME/.cargo/env" ]]; then
+        # shellcheck disable=SC1091
+        source "$HOME/.cargo/env"
+    fi
+    command -v rustc >/dev/null 2>&1 || {
+        echo "Error: rustc not found. Install Rust: https://rustup.rs/" >&2
+        exit 1
+    }
+    cd "$WASMTIME_SRC"
+    cargo build --release
+    mkdir -p "$ROOT/out"
+    install -m 755 "$WASMTIME_SRC/target/release/wasmtime" "$ROOT/out/wasmtime"
+    echo "Built: $WASMTIME_SRC/target/release/wasmtime"
+    echo "Installed: $ROOT/out/wasmtime"
+}
+
+print_version() {
+    "$WASMTIME_SRC/target/release/wasmtime" --version
+}
+
+cmd="${1:-all}"
+case "$cmd" in
+    clone) clone_source ;;
+    build) build_release ;;
+    all) clone_source && build_release ;;
+    version) print_version ;;
+    -h|--help|help) usage ;;
+    *) echo "Unknown command: $cmd" >&2; usage; exit 1 ;;
+esac
diff --git a/benchmarks/paper/runtimes/wasmtime-31.0.0/patches/ttfi-report.patch b/benchmarks/paper/runtimes/wasmtime-31.0.0/patches/ttfi-report.patch
new file mode 100644
index 000000000..d88f40160
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-31.0.0/patches/ttfi-report.patch
@@ -0,0 +1,163 @@
+diff --git a/Cargo.toml b/Cargo.toml
+index 1894881..262dca5 100644
+--- a/Cargo.toml
++++ b/Cargo.toml
+@@ -434,6 +434,9 @@ default = [
+   # feature.
+   "clap/default",
+   "clap/wrap_help",
++
++  # WAPM paper TTFI stdout (Total compilation time / Execution N)
++  "ttfi-report",
+ ]
+ 
+ # ========================================
+@@ -506,6 +509,7 @@ run = [
+   "wasmtime-cli-flags/async",
+ ]
+ completion = ["dep:clap_complete"]
++ttfi-report = []
+ 
+ [[test]]
+ name = "disas"
+diff --git a/src/commands/run.rs b/src/commands/run.rs
+index 7baa4a3..3d347ee 100644
+--- a/src/commands/run.rs
++++ b/src/commands/run.rs
+@@ -13,6 +13,8 @@ use std::ffi::OsString;
+ use std::path::{Path, PathBuf};
+ use std::sync::{Arc, Mutex};
+ use std::thread;
++#[cfg(feature = "ttfi-report")]
++use std::time::Instant;
+ use wasi_common::sync::{ambient_authority, Dir, TcpListener, WasiCtxBuilder};
+ use wasmtime::{Engine, Func, Module, Store, StoreLimits, Val, ValType};
+ use wasmtime_wasi::{IoView, WasiView};
+@@ -429,6 +431,8 @@ impl RunCommand {
+         let result = match linker {
+             CliLinker::Core(linker) => {
+                 let module = module.unwrap_core();
++                #[cfg(feature = "ttfi-report")]
++                let exec_start = Instant::now();
+                 let instance = linker
+                     .instantiate_async(&mut *store, &module)
+                     .await
+@@ -459,10 +463,13 @@ impl RunCommand {
+                         .or_else(|| instance.get_func(&mut *store, "_start"))
+                 };
+ 
+-                match func {
++                let run_result = match func {
+                     Some(func) => self.invoke_func(store, func).await,
+                     None => Ok(()),
+-                }
++                };
++                #[cfg(feature = "ttfi-report")]
++                crate::ttfi_report::report_execution(exec_start.elapsed());
++                run_result
+             }
+             #[cfg(feature = "component-model")]
+             CliLinker::Component(linker) => {
+diff --git a/src/common.rs b/src/common.rs
+index f9275e2..13d39c6 100644
+--- a/src/common.rs
++++ b/src/common.rs
+@@ -3,6 +3,7 @@
+ use anyhow::{anyhow, bail, Context, Result};
+ use clap::Parser;
+ use std::net::TcpListener;
++use std::time::Instant;
+ use std::{fs::File, path::Path, time::Duration};
+ use wasmtime::{Engine, Module, Precompiled, StoreLimits, StoreLimitsBuilder};
+ use wasmtime_cli_flags::{opt::WasmtimeOptionValue, CommonOptions};
+@@ -181,15 +182,21 @@ impl RunCommon {
+         // which isn't ready to happen at this time). It's hoped though that
+         // opening a file twice isn't too bad in the grand scheme of things with
+         // respect to the CLI.
++        #[cfg(feature = "ttfi-report")]
++        let mmap_start = Instant::now();
+         match wasmtime::_internal::MmapVec::from_file(file) {
+-            Ok(map) => self.load_module_contents(
++            Ok(map) => {
++                #[cfg(feature = "ttfi-report")]
++                crate::ttfi_report::report_mmap(mmap_start.elapsed());
++                self.load_module_contents(
+                 engine,
+                 path,
+                 &map,
+                 || unsafe { Module::deserialize_file(engine, path) },
+                 #[cfg(feature = "component-model")]
+                 || unsafe { Component::deserialize_file(engine, path) },
+-            ),
++                )
++            }
+             Err(_) => {
+                 let bytes = std::fs::read(path)
+                     .with_context(|| format!("failed to read file: {}", path.display()))?;
+@@ -245,7 +252,14 @@ impl RunCommon {
+                         }
+                     }
+                     Some(wasmtime::CodeHint::Module) | None => {
+-                        RunTarget::Core(code.compile_module()?)
++                        #[cfg(feature = "ttfi-report")]
++                        let compile_start = Instant::now();
++                        let module = code.compile_module()?;
++                        #[cfg(feature = "ttfi-report")]
++                        crate::ttfi_report::report_compile_time(compile_start.elapsed());
++                        #[cfg(not(feature = "ttfi-report"))]
++                        let module = code.compile_module()?;
++                        RunTarget::Core(module)
+                     }
+                 }
+             }
+diff --git a/src/lib.rs b/src/lib.rs
+index 296c75d..f1ee4db 100644
+--- a/src/lib.rs
++++ b/src/lib.rs
+@@ -8,3 +8,6 @@ pub mod commands;
+ 
+ #[cfg(feature = "run")]
+ pub(crate) mod common;
++
++#[cfg(feature = "ttfi-report")]
++pub(crate) mod ttfi_report;
+diff --git a/src/ttfi_report.rs b/src/ttfi_report.rs
+new file mode 100644
+index 0000000..3dc5ce1
+--- /dev/null
++++ b/src/ttfi_report.rs
+@@ -0,0 +1,34 @@
++//! WAPM paper-style Time-to-First-Invocation reporting on stdout.
++//!
++//! Enabled with the `ttfi-report` crate feature (on by default in dtvm paper builds).
++
++use std::sync::atomic::{AtomicUsize, Ordering};
++use std::time::Duration;
++
++static EXEC_COUNT: AtomicUsize = AtomicUsize::new(0);
++
++/// Reset per-process execution counter (optional; new process starts at 0).
++pub fn reset_execution_count() {
++    EXEC_COUNT.store(0, Ordering::Relaxed);
++}
++
++pub fn report_mmap(elapsed: Duration) {
++    let us = elapsed.as_micros();
++    println!(
++        "Creating mmap for file took: {:.3}µs",
++        us as f64 / 1000.0
++    );
++    println!("mmap success:");
++}
++
++pub fn report_compile_time(elapsed: Duration) {
++    let us = elapsed.as_micros();
++    let ms = us / 1000;
++    println!("Total compilation time: {} ms ({} µs)", ms, us);
++}
++
++pub fn report_execution(elapsed: Duration) {
++    let n = EXEC_COUNT.fetch_add(1, Ordering::Relaxed) + 1;
++    let ms = elapsed.as_secs_f64() * 1000.0;
++    println!("Execution {}: {:.3} ms", n, ms);
++}
diff --git a/benchmarks/paper/runtimes/wasmtime-31.0.0/version.txt b/benchmarks/paper/runtimes/wasmtime-31.0.0/version.txt
new file mode 100644
index 000000000..a51087476
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-31.0.0/version.txt
@@ -0,0 +1 @@
+wasmtime 31.0.0 (7a9be587f 2025-03-20)
diff --git a/benchmarks/paper/runtimes/wasmtime-45.0.0/README.md b/benchmarks/paper/runtimes/wasmtime-45.0.0/README.md
new file mode 100644
index 000000000..a836422cd
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-45.0.0/README.md
@@ -0,0 +1,32 @@
+# Wasmtime 45.0.0 (TTFI / overflow / fib mainline)
+
+Shared version for PolyBench TTFI, WAPM TTFI, overflow, and fib(30). Requires a source tree **already containing the `ttfi-report` instrumentation**.
+
+## Instrumentation Locations
+
+- `src/ttfi_report.rs`
+- `Cargo.toml` (`ttfi-report` feature)
+- `src/common.rs`, `src/commands/run.rs`
+
+Example instrumented source: `/path/to/wasmtime-45.0.0`
+
+> The equivalent patch for the paper-era 31.0.0 is `../wasmtime-31.0.0/patches/ttfi-report.patch` (same semantics; usable as a cherry-pick reference).
+
+## Build
+
+```bash
+# The default source-path variable is WASMER_SRC (historical name; points at the wasmtime source)
+WASMER_SRC=/path/to/wasmtime-45.0.0 ./build.sh
+# artifact: out/wasmtime
+```
+
+## Usage (TTFI)
+
+```bash
+export WASMTIME_CACHE=0
+rm -rf ~/.cache/wasmtime          # clear the cache before each cold start
+./out/wasmtime run case.wasm --invoke main
+# expected stdout: Total compilation time: <ms> ms (<µs> µs)
+```
+
+Benchmark entry points: [`../../docs/POLYBENCH_TTFI_REPRODUCE.md`](../../docs/POLYBENCH_TTFI_REPRODUCE.md), [`../../docs/WAPM_TTFI_REPRODUCTION.md`](../../docs/WAPM_TTFI_REPRODUCTION.md).
diff --git a/benchmarks/paper/runtimes/wasmtime-45.0.0/build.sh b/benchmarks/paper/runtimes/wasmtime-45.0.0/build.sh
new file mode 100755
index 000000000..daa41f98a
--- /dev/null
+++ b/benchmarks/paper/runtimes/wasmtime-45.0.0/build.sh
@@ -0,0 +1,21 @@
+#!/usr/bin/env bash
+# Build Wasmtime v45.0.0 with WAPM TTFI reporting.
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")" && pwd)"
+WASMER_SRC="${WASMER_SRC:-/path/to/wasmtime-45.0.0}"
+OUT="$ROOT/out"
+
+if [[ -f "$HOME/.cargo/env" ]]; then
+  # shellcheck disable=SC1091
+  source "$HOME/.cargo/env"
+fi
+
+echo "Building wasmtime v45.0.0 from $WASMER_SRC (release, -j6)..."
+cd "$WASMER_SRC"
+cargo build --release -j6
+
+mkdir -p "$OUT"
+install -m 755 "$WASMER_SRC/target/release/wasmtime" "$OUT/wasmtime"
+echo "Installed: $OUT/wasmtime"
+"$OUT/wasmtime" --version
diff --git a/benchmarks/paper/scripts/README.md b/benchmarks/paper/scripts/README.md
new file mode 100644
index 000000000..6fd3e73ef
--- /dev/null
+++ b/benchmarks/paper/scripts/README.md
@@ -0,0 +1,80 @@
+# Scripts
+
+Benchmark and table-generation scripts, grouped by experiment.
+
+## PolyBench Wall-clock
+
+| Script | Purpose |
+|--------|---------|
+| `setup_polybench_case.sh` | creates `benchmark/polybenchc` and `wapm` links under `webassembly-testsuites/case/` (run once before first use) |
+| `run_polybench.sh` | correctness runtest (`dtvm` / `wasmtime` / `iwasm`) |
+| `bench_polybench_timing.sh` | single-runtime wall-clock CSV (1 warmup + 3 timed) |
+| `webassembly-testsuites/` | `runtest_webassembly.py` + per-runtime configs (snapshot from the same source as the paper) |
+
+Entry document: [`../docs/POLYBENCH_REPRODUCE.md`](../docs/POLYBENCH_REPRODUCE.md)
+
+```bash
+./setup_polybench_case.sh
+./run_polybench.sh dtvm
+./bench_polybench_timing.sh dtvm multipass
+./bench_polybench_timing.sh wasmtime default
+./bench_polybench_timing.sh wasmer llvm
+```
+
+## PolyBench TTFI (DTVM lazy vs Wasmtime 45 / Wasmer 7.1 three backends)
+
+| Script | Purpose |
+|--------|---------|
+| `run_polybench_ttfi_round.sh <repeats>` | one-shot flow: DTVM lazy + wasmtime45 + wasmer 7.1 (cr/sp/llvm) + merged table |
+| `run_polybench_ttfi_compare.sh <runtime> <profile> <repeats> <outdir>` | single runtime |
+| `build_polybench_ttfi_table.py` | merge `results.csv` into md/csv |
+
+Entry document: [`../docs/POLYBENCH_TTFI_REPRODUCE.md`](../docs/POLYBENCH_TTFI_REPRODUCE.md)
+
+```bash
+export DTVM=$PWD/runtimes/dtvm_main/dtvm
+export WASMTIME=$PWD/runtimes/wasmtime-45.0.0/out/wasmtime
+export WASMER=$PWD/runtimes/wasmer-7.1.0/out/bin/wasmer
+export WASMTIME_CACHE=0
+./run_polybench_ttfi_round.sh 1
+```
+
+## WAPM TTFI (DTVM lazy vs Wasmtime 45 / Wasmer 7.1 three backends)
+
+| Script | Purpose |
+|--------|---------|
+| `run_wapm_v45_v71_round.sh <repeats>` | one-shot flow: dtvm + wt45 + wasmer 7.1 (cr/sp/llvm) + merged table |
+| `run_dtvm_wt_compile_round.sh <repeats> <outdir>` | dtvm + wasmtime, 20 cases |
+| `run_wasmer_ttfi_compare.sh <repeats> <outdir> <engine>` | single wasmer backend |
+| `run_wasmtime_ttfi_compare.sh` | wasmtime only |
+| `build_wapm_local_table.py` | build the paper-format md/csv from logs/CSVs |
+| `run_wapm_local_full_round.sh <repeats>` | paper versions (wt31 + wasmer 5.0.4, optional historical comparison) |
+
+Entry document: [`../docs/WAPM_TTFI_REPRODUCTION.md`](../docs/WAPM_TTFI_REPRODUCTION.md)
+
+```bash
+export DTVM=/path/to/DTVM/build/dtvm
+export WASMTIME=$PWD/runtimes/wasmtime-45.0.0/out/wasmtime
+export WASMER=$PWD/runtimes/wasmer-7.1.0/out/bin/wasmer
+export WASMTIME_CACHE=0
+./run_wapm_v45_v71_round.sh 3
+```
+
+## DTVM WAPM Lazy Per-stage Statistics / TTFI Estimate
+
+Following the paper's `avg_compile_time.py`, the inferred formula is `ttfi_est = load + precompile + instantiation + (fg_jit / fg_count)`.
+
+| Script | Purpose |
+|--------|---------|
+| `run_lazy_ttfi_est.sh <repeats>` | WAPM lazy + statistics, TTFI estimate |
+| `run_lazy_stats.sh` | WAPM lazy + statistics, all stages / Total |
+| `run_lazy_20.sh` | WAPM lazy wall-clock (20 cases, fortune stands in for zuk) |
+| `run_lazy_paper.sh` | paper-style reproduction |
+| `infer_lazy_timing.py` | multi-metric inference vs the paper |
+| `compare_lazy_runtime_ratios.sh` | ratio comparison |
+
+## Missing
+
+- [ ] the original `test_lazy.sh` wall-clock script (absent from the archive; `run_lazy_ttfi_est.sh` currently serves as the statistics-metric reproduction)
+- [ ] contract benchmark runner script (the runner lives in the testbed)
+- [ ] version-collection script (writes `runtimes/*/version.txt`)
diff --git a/benchmarks/paper/scripts/avg_compile_time.py b/benchmarks/paper/scripts/avg_compile_time.py
new file mode 100644
index 000000000..e3871e19b
--- /dev/null
+++ b/benchmarks/paper/scripts/avg_compile_time.py
@@ -0,0 +1,51 @@
+import re
+import sys
+
+
+def process_log_file(log_file_path):
+    pattern = r"Total compilation time: \d+ ms \((\d+) [μµ]s\)"
+
+    times_in_microseconds = []
+    total_compilation_time_lines = []
+
+    try:
+        with open(log_file_path, 'r', encoding='utf-8') as file:
+            for line in file:
+                if "Total compilation time" not in line:
+                    continue
+                total_compilation_time_lines.append(line.strip())
+                match = re.search(pattern, line)
+                if match:
+                    times_in_microseconds.append(int(match.group(1)))
+                else:
+                    print(f"pattern mismatch: {line.strip()}")
+    except FileNotFoundError:
+        print(f"Error: File '{log_file_path}' not found.")
+        return
+
+    if not total_compilation_time_lines:
+        print(f"No 'Total compilation time' sentences found in '{log_file_path}'.")
+        return
+
+    print("\nAll 'Total compilation time' sentences:")
+    for sentence in total_compilation_time_lines:
+        print(sentence)
+
+    # Group every 10 samples and report the per-group average in ms.
+    print("\nlen: ", len(total_compilation_time_lines))
+    averages_in_milliseconds = []
+    for i in range(0, len(times_in_microseconds), 10):
+        group = times_in_microseconds[i:i + 10]
+        if group:
+            averages_in_milliseconds.append(sum(group) / len(group) / 1000.0)
+
+    if averages_in_milliseconds:
+        print("\nGroup averages (10 samples per group, ms):")
+        for idx, avg_ms in enumerate(averages_in_milliseconds, start=1):
+            print(f"Group {idx}: {avg_ms:.3f} ms")
+    else:
+        print("\nNo microsecond values extracted; cannot compute averages.")
+
+
+if __name__ == "__main__":
+    process_log_file(sys.argv[1] if len(sys.argv) > 1 else "dtvm_compile_time.txt")
diff --git a/benchmarks/paper/scripts/bench_polybench_timing.sh b/benchmarks/paper/scripts/bench_polybench_timing.sh
new file mode 100755
index 000000000..43a4b89dd
--- /dev/null
+++ b/benchmarks/paper/scripts/bench_polybench_timing.sh
@@ -0,0 +1,242 @@
+#!/usr/bin/env bash
+# Benchmark PolyBench/C wasm cases and emit CSV for comparison with dtvm_polybench.xlsx.
+#
+# Timing semantics (local reproduction):
+#   - Wall time of one process invocation (includes JIT compile on first run).
+#   - Default: 1 warmup + N timed runs; reports min/mean/median ms.
+#   - Does not match archived paper logs unless the original harness is recovered.
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+CASE_DIR="${CASE_DIR:-$ROOT/benchmarks/polybenchc}"
+OUT_DIR="${OUT_DIR:-$ROOT/raw_data/benchs}"
+REPEATS="${REPEATS:-3}"
+WARMUP="${WARMUP:-1}"
+RUNTIME="${1:-dtvm}"
+PROFILE="${2:-multipass}"
+
+mkdir -p "$OUT_DIR"
+STAMP="$(date +%Y%m%d_%H%M%S)"
+CSV="$OUT_DIR/polybench_timing_${RUNTIME}_${PROFILE}_${STAMP}.csv"
+
+DTVM="${DTVM:-$ROOT/runtimes/dtvm/dtvm}"
+WASMTIME="${WASMTIME:-$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime}"
+IWASM="${IWASM:-$ROOT/runtimes/wamr-1.2.3/out/iwasm}"
+WASMER="${WASMER:-$ROOT/runtimes/wasmer-5.0.4/out/wasmer}"
+
+source "$ROOT/scripts/common.sh"
+if [[ "$RUNTIME" == "dtvm" ]]; then
+  warn_if_debug_dtvm "$DTVM"
+fi
+XLSX="${XLSX:-$ROOT/raw_data/benchs/dtvm_polybench.xlsx}"
+
+wasmer_compiler_flag() {
+  case "$PROFILE" in
+    cranelift) echo --cranelift ;;
+    llvm) echo --llvm ;;
+    singlepass) echo --singlepass ;;
+    *)
+      echo "Unknown wasmer profile: $PROFILE (cranelift|llvm|singlepass)" >&2
+      return 2
+      ;;
+  esac
+}
+
+dtvm_profile_opts() {
+  case "$PROFILE" in
+    lazy)
+      echo "-m multipass --enable-multipass-lazy --disable-multipass-greedyra --disable-multipass-multithread"
+      ;;
+    lazy_greedy_mt)
+      # Lazy + greedy RA + multipass multithread (all enabled).
+      echo "-m multipass --enable-multipass-lazy"
+      ;;
+    multipass_greedy_mt)
+      # Greedy register allocation + multipass multithread enabled (defaults).
+      echo "-m multipass"
+      ;;
+    multipass|*)
+      echo "-m multipass --disable-multipass-greedyra --disable-multipass-multithread"
+      ;;
+  esac
+}
+
+run_case() {
+  local wasm="$1"
+  local -a cmd=()
+  case "$RUNTIME" in
+    dtvm)
+      local -a zopts=()
+      read -r -a zopts <<< "$(dtvm_profile_opts)"
+      cmd=("$DTVM" "${zopts[@]}" "$wasm")
+      ;;
+    wasmtime)
+      if [[ "$PROFILE" == "nocache" ]]; then
+        export WASMTIME_CACHE=0
+      fi
+      cmd=("$WASMTIME" run "$wasm" --invoke main)
+      ;;
+    wasmtime_nocache)
+      WASMTIME_CACHE=0 cmd=("$WASMTIME" run "$wasm" --invoke main)
+      ;;
+    iwasm)
+      cmd=("$IWASM" --heap-size=0 --stack-size=8000000 "$wasm")
+      ;;
+    wasmer)
+      local -a wopts=()
+      read -r -a wopts <<< "$(wasmer_compiler_flag)"
+      cmd=("$WASMER" run "$wasm" "${wopts[@]}" -q)
+      ;;
+    *)
+      echo "Unknown runtime: $RUNTIME (dtvm|wasmtime|wasmtime_nocache|iwasm|wasmer)" >&2
+      return 2
+      ;;
+  esac
+
+  local i rc
+  for ((i = 0; i < WARMUP; i++)); do
+    "${cmd[@]}" >/dev/null 2>&1 || return 1
+  done
+
+  measure_ms() {
+    local start end
+    start="$(date +%s%N)"
+    set +e
+    "${cmd[@]}" >/dev/null 2>&1
+    rc=$?
+    set -e
+    end="$(date +%s%N)"
+    if [[ $rc -ne 0 ]]; then
+      return 1
+    fi
+    awk -v s="$start" -v e="$end" 'BEGIN { printf "%.3f", (e - s) / 1e6 }'
+  }
+
+  local -a samples=()
+  for ((i = 0; i < REPEATS; i++)); do
+    wall="$(measure_ms)" || {
+      echo "failed"
+      return 1
+    }
+    samples+=("$wall")
+  done
+
+  local min mean med
+  min="$(printf '%s\n' "${samples[@]}" | sort -n | head -1)"
+  mean="$(printf '%s\n' "${samples[@]}" | awk '{s+=$1} END {printf "%.3f", s/NR}')"
+  med="$(printf '%s\n' "${samples[@]}" | sort -n | awk '{
+    a[NR]=$1
+  } END {
+    if (NR%2) printf "%.3f", a[(NR+1)/2]; else printf "%.3f", (a[NR/2]+a[NR/2+1])/2
+  }')"
+  echo "$min,$mean,$med"
+}
+
+echo "case,runtime,profile,repeat_min_ms,repeat_mean_ms,repeat_median_ms,exit" > "$CSV"
+
+shopt -s nullglob
+for wasm in "$CASE_DIR"/*.wasm; do
+  case_name="$(basename "$wasm" .wasm)"
+  printf '%s' "$case_name" >&2
+  result="$(run_case "$wasm" 2>/dev/null || echo "failed,failed,failed,1")"
+  IFS=',' read -r min_ms mean_ms med_ms exit_code <<< "$result"
+  if [[ "$result" == *failed* ]]; then
+    echo "$case_name,$RUNTIME,$PROFILE,,,,1" >> "$CSV"
+    echo " FAIL" >&2
+  else
+    echo "$case_name,$RUNTIME,$PROFILE,$min_ms,$mean_ms,$med_ms,0" >> "$CSV"
+    echo " ${med_ms}ms" >&2
+  fi
+done
+
+echo "Wrote $CSV"
+
+if command -v python3 >/dev/null && [[ -f "$XLSX" ]]; then
+  python3 - "$CSV" "$XLSX" "$RUNTIME" "$PROFILE" <<'PY'
+import sys, zipfile
+from xml.etree import ElementTree as ET
+
+csv_path, xlsx_path, runtime, profile = sys.argv[1:5]
+col_map = {
+    ("dtvm", "multipass"): "dtvm  multipass",
+    ("dtvm", "multipass_greedy_mt"): "dtvm  multipass",
+    ("dtvm", "lazy"): "dtvm multipass + lazy ",
+    ("dtvm", "lazy_greedy_mt"): "dtvm multipass + lazy ",
+    ("wasmtime", "default"): "wasmtime",
+    ("wasmtime", "nocache"): "wasmtime nocache",
+    ("wasmer", "cranelift"): "wasmer cranelift",
+    ("wasmer", "llvm"): "wasmer llvm",
+    ("wasmer", "singlepass"): "wasmer singlepass",
+}
+col = col_map.get((runtime, profile))
+if not col:
+    sys.exit(0)
+
+ns = {"m": "http://schemas.openxmlformats.org/spreadsheetml/2006/main"}
+with zipfile.ZipFile(xlsx_path) as z:
+    ss = ET.fromstring(z.read("xl/sharedStrings.xml"))
+    strings = [
+        "".join(
+            (x.text or "")
+            for x in si.iter("{http://schemas.openxmlformats.org/spreadsheetml/2006/main}t")
+        )
+        for si in ss.findall("m:si", ns)
+    ]
+    sh = ET.fromstring(z.read("xl/worksheets/sheet1.xml"))
+    rows = sh.findall(".//m:row", ns)
+    header = []
+    for c in rows[0].findall("m:c", ns):
+        v = c.find("m:v", ns)
+        if v is None:
+            continue
+        header.append(strings[int(v.text)] if c.get("t") == "s" else v.text)
+    try:
+        col_idx = header.index(col)
+    except ValueError:
+        print(f"Column not found: {col!r}")
+        sys.exit(0)
+    ref = {}
+    for row in rows[1:]:
+        cells = row.findall("m:c", ns)
+        if not cells:
+            continue
+        name = None
+        val = None
+        for c in cells:
+            r = c.get("r", "")
+            col_letter = "".join(ch for ch in r if ch.isalpha())
+            v = c.find("m:v", ns)
+            if v is None:
+                continue
+            if col_letter == "A":
+                name = (
+                    strings[int(v.text)]
+                    if c.get("t") == "s"
+                    else v.text
+                )
+                if name.endswith(".wasm"):
+                    name = name.split("/")[-1].replace(".wasm", "")
+            idx = ord(col_letter) - ord("A")
+            if idx == col_idx:
+                val = float(v.text)
+        if name:
+            ref[name] = val
+
+import csv
+ours = {}
+with open(csv_path) as f:
+    for row in csv.DictReader(f):
+        if row.get("repeat_median_ms"):
+            ours[row["case"]] = float(row["repeat_median_ms"])
+
+print(f"\nComparison vs xlsx column: {col}")
+print(f"{'case':<16} {'ours_med':>10} {'xlsx':>10} {'ratio':>8}")
+for case in sorted(ref):
+    if case not in ours:
+        continue
+    x = ref[case]
+    o = ours[case]
+    ratio = o / x if x else 0
+    print(f"{case:<16} {o:10.2f} {x:10.2f} {ratio:8.2f}")
+PY
+fi
diff --git a/benchmarks/paper/scripts/build_polybench_ttfi_table.py b/benchmarks/paper/scripts/build_polybench_ttfi_table.py
new file mode 100644
index 000000000..6fbba0d49
--- /dev/null
+++ b/benchmarks/paper/scripts/build_polybench_ttfi_table.py
@@ -0,0 +1,139 @@
+#!/usr/bin/env python3
+"""Merge PolyBench TTFI results.csv files into one comparison table."""
+from __future__ import annotations
+
+import csv
+import os
+import sys
+from pathlib import Path
+from statistics import median
+
+ROOT = Path(__file__).resolve().parents[1]
+
+
+def load_compile(path: Path) -> dict[str, float]:
+    out: dict[str, float] = {}
+    with path.open() as f:
+        for row in csv.DictReader(f):
+            if row.get("compile_ms"):
+                out[row["case"]] = float(row["compile_ms"])
+    return out
+
+
+def main() -> None:
+    bench_root = Path(os.environ["BENCH_ROOT"])
+    out_dir = Path(os.environ.get("OUT_DIR", bench_root / "table"))
+    out_dir.mkdir(parents=True, exist_ok=True)
+
+    paths = {
+        "dtvm": Path(os.environ["DTVM_CSV"]),
+        "wasmtime45": Path(os.environ["WT_CSV"]),
+        "wasmer_sp": Path(os.environ["WASMER_SP_CSV"]),
+        "wasmer_cf": Path(os.environ["WASMER_CF_CSV"]),
+        "wasmer_llvm": Path(os.environ["WASMER_LLVM_CSV"]),
+    }
+    greedy_path = os.environ.get("DTVM_GREEDY_CSV")
+    greedy: dict[str, float] | None = None
+    if greedy_path:
+        greedy = load_compile(Path(greedy_path))
+
+    data = {k: load_compile(p) for k, p in paths.items()}
+    case_sets = [set(d.keys()) for d in data.values()]
+    if greedy:
+        case_sets.append(set(greedy.keys()))
+    cases = sorted(set.intersection(*case_sets))
+    if not cases:
+        print("No overlapping cases", file=sys.stderr)
+        sys.exit(1)
+
+    csv_path = out_dir / "polybench_ttfi_compare.csv"
+    rows = []
+    for case in cases:
+        row = {"case": case}
+        for k, d in data.items():
+            row[f"{k}_compile_ms"] = d[case]
+        if greedy and case in greedy:
+            row["dtvm_greedy_mt_compile_ms"] = greedy[case]
+        row["dtvm_over_wt"] = data["dtvm"][case] / data["wasmtime45"][case]
+        row["dtvm_over_wasmer_llvm"] = data["dtvm"][case] / data["wasmer_llvm"][case]
+        rows.append(row)
+
+    fields = ["case"] + [f"{k}_compile_ms" for k in paths] + [
+        "dtvm_over_wt",
+        "dtvm_over_wasmer_llvm",
+    ]
+    if greedy:
+        fields.insert(2, "dtvm_greedy_mt_compile_ms")
+
+    with csv_path.open("w", newline="") as f:
+        w = csv.DictWriter(f, fieldnames=fields)
+        w.writeheader()
+        w.writerows(rows)
+
+    def med_ratio(num: str, den: str, src: dict[str, dict[str, float]] | None = None) -> float:
+        d = src or data
+        rs = [d[num][c] / d[den][c] for c in cases]
+        return median(rs)
+
+    dtvm_ver = (
+        Path(os.environ["DTVM_VERSION"]).read_text().strip()
+        if os.environ.get("DTVM_VERSION")
+        else "dtvm_main"
+    )
+    md_path = out_dir / "polybench_ttfi_compare.md"
+    md = [
+        "# PolyBench TTFI (Total compilation time)\n",
+        "\nMetric: WAPM `Total compilation time` line (load + post-loading compile before first execution).\n",
+        "\n## Runtimes\n",
+        "- DTVM: **multipass lazy** (same as WAPM: `--enable-multipass-lazy`, greedy/MT off, `--enable-statistics`)\n",
+        f"  - commit: `{dtvm_ver}`\n",
+        "- Wasmtime: **45.0.0** (`WASMTIME_CACHE=0`, cold cache per repeat)\n",
+        "- Wasmer: **7.1.0** singlepass / cranelift / llvm (`--cache-dir=/dev/null`)\n",
+        f"\n**Data dir:** `{bench_root}`\n",
+    ]
+    if greedy:
+        md.append(
+            "\n> Note: the `dtvm_greedy_mt` column is an earlier eager `-m multipass` result (not directly comparable to the WAPM lazy metric).\n"
+        )
+    md += [
+        "\n## Median compile (ms) ratios (DTVM lazy)\n",
+        f"| DTVM lazy / Wasmtime 45 | **{med_ratio('dtvm', 'wasmtime45'):.3f}** |\n",
+        f"| DTVM lazy / Wasmer singlepass | **{med_ratio('dtvm', 'wasmer_sp'):.3f}** |\n",
+        f"| DTVM lazy / Wasmer cranelift | **{med_ratio('dtvm', 'wasmer_cf'):.3f}** |\n",
+        f"| DTVM lazy / Wasmer llvm | **{med_ratio('dtvm', 'wasmer_llvm'):.3f}** |\n",
+        f"| Wasmtime / Wasmer llvm | **{med_ratio('wasmtime45', 'wasmer_llvm'):.3f}** |\n",
+        "\nNormalized **DTVM lazy / Wasm45 / Wasmer-LLVM**: "
+        f"**1 / {med_ratio('wasmtime45', 'dtvm'):.2f} / {med_ratio('wasmer_llvm', 'dtvm'):.2f}**\n",
+    ]
+    if greedy:
+        gdata = {"dtvm": greedy, **{k: v for k, v in data.items() if k != "dtvm"}}
+        md.append(
+            f"\n(reference) DTVM greedy_mt / Wasmtime 45 median: **{med_ratio('dtvm', 'wasmtime45', gdata):.3f}**\n"
+        )
+    md += [
+        "\n## Per-case compile ms\n",
+        "\n| case | DTVM lazy | "
+        + ("DTVM greedy_mt | " if greedy else "")
+        + "Wasm45 | Wasmer SP | Wasmer CF | Wasmer LLVM | lazy/WT | lazy/LLVM |\n",
+        "|---|---:|"
+        + ("---:|" if greedy else "")
+        + "---:|---:|---:|---:|---:|---:|\n",
+    ]
+    for case in cases:
+        greedy_col = f"{greedy[case]:.1f} | " if greedy and case in greedy else ""
+        md.append(
+            f"| {case} | {data['dtvm'][case]:.1f} | {greedy_col}"
+            f"{data['wasmtime45'][case]:.1f} | "
+            f"{data['wasmer_sp'][case]:.1f} | {data['wasmer_cf'][case]:.1f} | "
+            f"{data['wasmer_llvm'][case]:.1f} | "
+            f"{data['dtvm'][case]/data['wasmtime45'][case]:.2f} | "
+            f"{data['dtvm'][case]/data['wasmer_llvm'][case]:.2f} |\n"
+        )
+    md.append(f"\nFull CSV: [`{csv_path.name}`]({csv_path.name})\n")
+    md_path.write_text("".join(md))
+    print(f"Wrote {csv_path}")
+    print(f"Wrote {md_path}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/benchmarks/paper/scripts/build_wapm_local_table.py b/benchmarks/paper/scripts/build_wapm_local_table.py
new file mode 100755
index 000000000..127566de2
--- /dev/null
+++ b/benchmarks/paper/scripts/build_wapm_local_table.py
@@ -0,0 +1,360 @@
+#!/usr/bin/env python3
+"""Merge local WAPM TTFI runs into a paper-style table (compile_ms + ratios)."""
+
+from __future__ import annotations
+
+import csv
+import os
+import re
+from collections import defaultdict
+from pathlib import Path
+from statistics import mean
+
+ROOT = Path(os.environ.get("ROOT", Path(__file__).resolve().parents[1]))
+WAPM = ROOT / "benchmarks" / "wapm"
+OUT_DIR = Path(
+    os.environ.get(
+        "OUT_DIR",
+        ROOT / "raw_data" / "benchs" / "wapm_local_table",
+    )
+)
+PAPER_MD = ROOT / "raw_data" / "benchs" / "latencytofirstinvocation.md"
+
+DTVM_LOG_DIR = Path(
+    os.environ.get(
+        "DTVM_LOG_DIR",
+        ROOT / "raw_data" / "benchs" / "wapm_dtvm_wt_compile_20260528_v2" / "logs" / "dtvm",
+    )
+)
+WT_CSV = Path(
+    os.environ.get(
+        "WT_CSV",
+        ROOT / "raw_data" / "benchs" / "wapm_dtvm_wt_compile_20260528_v2" / "wt" / "results.csv",
+    )
+)
+WASMER_CR_CSV = Path(
+    os.environ.get(
+        "WASMER_CR_CSV",
+        ROOT / "raw_data" / "benchs" / "wasmer_cranelift_ttfi_20260528" / "results.csv",
+    )
+)
+WASMER_SP_CSV = Path(
+    os.environ.get(
+        "WASMER_SP_CSV",
+        ROOT / "raw_data" / "benchs" / "wasmer_singlepass_ttfi_20260528" / "results.csv",
+    )
+)
+WASMER_LLVM_CSV = Path(
+    os.environ.get(
+        "WASMER_LLVM_CSV",
+        ROOT / "raw_data" / "benchs" / "wasmer_llvm_ttfi_20260528" / "results.csv",
+    )
+)
+TTFI_EST_CSV = Path(
+    os.environ.get(
+        "TTFI_EST_CSV",
+        ROOT / "raw_data" / "benchs" / "wapm_lazy_ttfi_est_20260528" / "results.csv",
+    )
+)
+
+CASES = [
+    "amirali",
+    "base64cli",
+    "chkfont",
+    "code-stock",
+    "cowsay",
+    "dice",
+    "echo",
+    "erdtree",
+    "figlet",
+    "irb",
+    "md5",
+    "pi",
+    "pkg1",
+    "qr2text",
+    "sam",
+    "suggest",
+    "tpl",
+    "uuid",
+    "viu",
+    "fortune",
+]
+
+COMPILE_RE = re.compile(r"Total compilation time: \d+ ms \((\d+) [μµ]s\)")
+
+
+def avg_compile_from_logs(log_dir: Path) -> dict[str, float]:
+    by: dict[str, list[float]] = defaultdict(list)
+    if not log_dir.is_dir():
+        return {}
+    for log in sorted(log_dir.glob("*.log")):
+        case = log.stem.rsplit("_", 1)[0]
+        m = COMPILE_RE.search(log.read_text(encoding="utf-8", errors="replace"))
+        if m:
+            by[case].append(int(m.group(1)) / 1000.0)
+    return {c: mean(v) for c, v in by.items() if v}
+
+
+def load_csv_compile(path: Path) -> dict[str, float]:
+    if not path.is_file():
+        return {}
+    out: dict[str, float] = {}
+    with path.open() as f:
+        for row in csv.DictReader(f):
+            if row.get("compile_ms"):
+                out[row["case"]] = float(row["compile_ms"])
+    return out
+
+
+def avg_ttfi_est(path: Path) -> dict[str, float]:
+    if not path.is_file():
+        return {}
+    by: dict[str, list[float]] = defaultdict(list)
+    with path.open() as f:
+        for row in csv.DictReader(f):
+            by[row["case"]].append(float(row["ttfi_est_ms"]))
+    return {c: mean(v) for c, v in by.items() if v}
+
+
+def wasm_size_kb(case: str) -> float:
+    p = WAPM / f"{case}.wasm"
+    return p.stat().st_size / 1024.0 if p.is_file() else 0.0
+
+
+def parse_paper_table() -> dict[str, dict[str, float]]:
+    """Parse latencytofirstinvocation.md paper columns."""
+    paper: dict[str, dict[str, float]] = {}
+    if not PAPER_MD.is_file():
+        return paper
+    for line in PAPER_MD.read_text(encoding="utf-8", errors="replace").splitlines():
+        m = re.search(r"case/wapm/([\w-]+)\.wasm", line)
+        if not m or "avg" in line.lower():
+            continue
+        case = m.group(1)
+        plain = re.sub(r"<[^>]+>", "", line)
+        cells = [c.strip() for c in plain.split("|") if c.strip()]
+        if len(cells) >= 7:
+            try:
+                paper[case] = {
+                    "dtvm": float(cells[2]),
+                    "wasmtime": float(cells[3]),
+                    "wasmer_cranelift": float(cells[4]),
+                    "wasmer_llvm": float(cells[5]),
+                    "wasmer_singlepass": float(cells[6]),
+                }
+            except ValueError:
+                pass
+    return paper
+
+
+def ratio(a: float | None, b: float | None) -> str:
+    if a is None or b is None or b == 0:
+        return ""
+    return f"{a / b:.3f}"
+
+
+def main() -> None:
+    dtvm = avg_compile_from_logs(DTVM_LOG_DIR)
+    ttfi_est = avg_ttfi_est(TTFI_EST_CSV)
+    dtvm_proxy: list[str] = []
+    for case in CASES:
+        if case not in dtvm and case in ttfi_est:
+            dtvm[case] = ttfi_est[case]
+            dtvm_proxy.append(case)
+
+    wt = load_csv_compile(WT_CSV)
+    cr = load_csv_compile(WASMER_CR_CSV)
+    sp = load_csv_compile(WASMER_SP_CSV)
+    ll = load_csv_compile(WASMER_LLVM_CSV)
+    paper = parse_paper_table()
+
+    OUT_DIR.mkdir(parents=True, exist_ok=True)
+    rows: list[dict] = []
+
+    for case in CASES:
+        z = dtvm.get(case)
+        w = wt.get(case)
+        c = cr.get(case)
+        s = sp.get(case)
+        llv = ll.get(case)
+        rows.append(
+            {
+                "case": case,
+                "wasm_kb": wasm_size_kb(case),
+                "dtvm": z,
+                "wasmtime": w,
+                "wasmer_cranelift": c,
+                "wasmer_llvm": llv,
+                "wasmer_singlepass": s,
+                "wt_over_dtvm": float(ratio(w, z)) if ratio(w, z) else None,
+                "cr_over_dtvm": float(ratio(c, z)) if ratio(c, z) else None,
+                "ll_over_dtvm": float(ratio(llv, z)) if ratio(llv, z) else None,
+                "sp_over_dtvm": float(ratio(s, z)) if ratio(s, z) else None,
+                "paper_dtvm": paper.get(case, {}).get("dtvm"),
+                "paper_wasmtime": paper.get(case, {}).get("wasmtime"),
+                "paper_wasmer_cranelift": paper.get(case, {}).get("wasmer_cranelift"),
+                "paper_wasmer_llvm": paper.get(case, {}).get("wasmer_llvm"),
+                "paper_wasmer_singlepass": paper.get(case, {}).get("wasmer_singlepass"),
+            }
+        )
+
+    csv_path = OUT_DIR / "wapm_local_latency_table.csv"
+    with csv_path.open("w", newline="") as f:
+        w = csv.writer(f)
+        w.writerow(
+            [
+                "case",
+                "wasm_kb",
+                "dtvm_compile_ms",
+                "wasmtime_compile_ms",
+                "wasmer_cranelift_ms",
+                "wasmer_llvm_ms",
+                "wasmer_singlepass_ms",
+                "wt_over_dtvm",
+                "cr_over_dtvm",
+                "ll_over_dtvm",
+                "sp_over_dtvm",
+                "paper_dtvm",
+                "paper_wasmtime",
+                "paper_wasmer_cr",
+                "paper_wasmer_llvm",
+                "paper_wasmer_sp",
+            ]
+        )
+        for r in rows:
+            w.writerow(
+                [
+                    r["case"],
+                    f"{r['wasm_kb']:.3f}",
+                    f"{r['dtvm']:.3f}" if r["dtvm"] is not None else "",
+                    f"{r['wasmtime']:.3f}" if r["wasmtime"] is not None else "",
+                    f"{r['wasmer_cranelift']:.3f}" if r["wasmer_cranelift"] is not None else "",
+                    f"{r['wasmer_llvm']:.3f}" if r["wasmer_llvm"] is not None else "",
+                    f"{r['wasmer_singlepass']:.3f}" if r["wasmer_singlepass"] is not None else "",
+                    f"{r['wt_over_dtvm']:.3f}" if r["wt_over_dtvm"] is not None else "",
+                    f"{r['cr_over_dtvm']:.3f}" if r["cr_over_dtvm"] is not None else "",
+                    f"{r['ll_over_dtvm']:.3f}" if r["ll_over_dtvm"] is not None else "",
+                    f"{r['sp_over_dtvm']:.3f}" if r["sp_over_dtvm"] is not None else "",
+                    r["paper_dtvm"] or "",
+                    r["paper_wasmtime"] or "",
+                    r["paper_wasmer_cranelift"] or "",
+                    r["paper_wasmer_llvm"] or "",
+                    r["paper_wasmer_singlepass"] or "",
+                ]
+            )
+
+    def fmt(v: float | None, proxy: bool = False) -> str:
+        if v is None:
+            return "—"
+        s = f"{v:.3f}"
+        if proxy:
+            s += "†"
+        return s
+
+    md_lines = [
+        "# WAPM local latency table (compile / TTFI)\n",
+        "\n",
+        "Same layout as paper `latencytofirstinvocation.md`. "
+        "All runtime columns are **`Total compilation time`** (ms, from stdout), "
+        "3-run local average unless noted.\n",
+        "\n",
+        "**Data sources**\n",
+        f"- dtvm: `{DTVM_LOG_DIR}`\n",
+        f"- wasmtime: `{WT_CSV}`\n",
+        f"- wasmer cranelift: `{WASMER_CR_CSV}`\n",
+        f"- wasmer singlepass: `{WASMER_SP_CSV}`\n",
+        (
+            f"- wasmer llvm: `{WASMER_LLVM_CSV}`\n"
+            if WASMER_LLVM_CSV.is_file()
+            else "- wasmer llvm: not built (requires LLVM 21)\n"
+        ),
+        "\n",
+    ]
+    if dtvm_proxy:
+        md_lines.append(
+            f"† dtvm for **{', '.join(dtvm_proxy)}**: no `Total compilation time` in dtvm logs; "
+            f"filled with **`ttfi_est`** from `{TTFI_EST_CSV.name}` "
+            "(different formula — re-run with instrumented `dtvm` for strict compare).\n\n"
+        )
+
+    md_lines.append(
+        "| case | wasm KB | dtvm lazy (dtvm) | wasmtime | wasmer cranelift | wasmer llvm | wasmer singlepass | wt/dtvm | cr/dtvm | ll/dtvm | sp/dtvm |\n"
+    )
+    md_lines.append("| :--- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: |\n")
+
+    ratios_wt, ratios_cr, ratios_ll, ratios_sp = [], [], [], []
+    for r in rows:
+        proxy = r["case"] in dtvm_proxy
+        md_lines.append(
+            f"| case/wapm/{r['case']}.wasm | {r['wasm_kb']:.3f} | "
+            f"{fmt(r['dtvm'], proxy)} | {fmt(r['wasmtime'])} | {fmt(r['wasmer_cranelift'])} | "
+            f"{fmt(r['wasmer_llvm'])} | {fmt(r['wasmer_singlepass'])} | "
+            f"{fmt(r['wt_over_dtvm']) if r['wt_over_dtvm'] else '—'} | "
+            f"{fmt(r['cr_over_dtvm']) if r['cr_over_dtvm'] else '—'} | "
+            f"{fmt(r['ll_over_dtvm']) if r['ll_over_dtvm'] else '—'} | "
+            f"{fmt(r['sp_over_dtvm']) if r['sp_over_dtvm'] else '—'} |\n"
+        )
+        if r["wt_over_dtvm"] is not None:
+            ratios_wt.append(r["wt_over_dtvm"])
+        if r["cr_over_dtvm"] is not None:
+            ratios_cr.append(r["cr_over_dtvm"])
+        if r["ll_over_dtvm"] is not None:
+            ratios_ll.append(r["ll_over_dtvm"])
+        if r["sp_over_dtvm"] is not None:
+            ratios_sp.append(r["sp_over_dtvm"])
+
+    md_lines.append(
+        f"| **avg** | | | | | | | **{mean(ratios_wt):.3f}** | **{mean(ratios_cr):.3f}** | "
+        f"**{mean(ratios_ll):.3f}** | **{mean(ratios_sp):.3f}** |\n"
+        if ratios_ll
+        else f"| **avg** | | | | | | | **{mean(ratios_wt):.3f}** | **{mean(ratios_cr):.3f}** | — | **{mean(ratios_sp):.3f}** |\n"
+    )
+
+    md_lines.append("\n## Local vs paper (compile ms ratio)\n\n")
+    md_lines.append(
+        "| case | dtvm L/P | wt L/P | wasmer-cr L/P | wasmer-llvm L/P | wasmer-sp L/P |\n"
+    )
+    md_lines.append("| :--- | ---: | ---: | ---: | ---: | ---: |\n")
+    zr, wr, cr_r, ll_r, sr = [], [], [], [], []
+
+    def lp_ratio(local: float | None, paper: float | None) -> str:
+        if local is None or paper is None or paper == 0:
+            return "—"
+        return f"{local / paper:.2f}"
+
+    for r in rows:
+        zc = lp_ratio(r["dtvm"], r["paper_dtvm"])
+        wc = lp_ratio(r["wasmtime"], r["paper_wasmtime"])
+        cc = lp_ratio(r["wasmer_cranelift"], r["paper_wasmer_cranelift"])
+        lc = lp_ratio(r["wasmer_llvm"], r["paper_wasmer_llvm"])
+        sc = lp_ratio(r["wasmer_singlepass"], r["paper_wasmer_singlepass"])
+        if r["dtvm"] and r["paper_dtvm"]:
+            zr.append(r["dtvm"] / r["paper_dtvm"])
+        if r["wasmtime"] and r["paper_wasmtime"]:
+            wr.append(r["wasmtime"] / r["paper_wasmtime"])
+        if r["wasmer_cranelift"] and r["paper_wasmer_cranelift"]:
+            cr_r.append(r["wasmer_cranelift"] / r["paper_wasmer_cranelift"])
+        if r["wasmer_llvm"] and r["paper_wasmer_llvm"]:
+            ll_r.append(r["wasmer_llvm"] / r["paper_wasmer_llvm"])
+        if r["wasmer_singlepass"] and r["paper_wasmer_singlepass"]:
+            sr.append(r["wasmer_singlepass"] / r["paper_wasmer_singlepass"])
+        md_lines.append(f"| {r['case']} | {zc} | {wc} | {cc} | {lc} | {sc} |\n")
+
+    if zr:
+        ll_mean = f", wasmer-llvm {mean(ll_r):.2f}×" if ll_r else ""
+        md_lines.append(
+            f"\n**Mean local/paper:** dtvm {mean(zr):.2f}×, wasmtime {mean(wr):.2f}×, "
+            f"wasmer-cr {mean(cr_r):.2f}×{ll_mean}, wasmer-sp {mean(sr):.2f}× "
+            f"({len(zr)} cases with paper dtvm; fortune replaces paper zuk).\n"
+        )
+
+    md_path = OUT_DIR / "wapm_local_latency_table.md"
+    md_path.write_text("".join(md_lines))
+    print(f"Wrote {csv_path}")
+    print(f"Wrote {md_path}")
+    if dtvm_proxy:
+        print(f"DTVM proxy (ttfi_est): {', '.join(dtvm_proxy)}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/benchmarks/paper/scripts/common.sh b/benchmarks/paper/scripts/common.sh
new file mode 100644
index 000000000..ad4db060a
--- /dev/null
+++ b/benchmarks/paper/scripts/common.sh
@@ -0,0 +1,21 @@
+#!/usr/bin/env bash
+# Shared helpers for the reproduction scripts. Source, do not execute.
+
+# Warn (non-fatal) if the dtvm binary looks like a non-Release build.
+# The paper used CMAKE_BUILD_TYPE=Release; a Debug build is far slower and
+# makes every comparison misleading.
+warn_if_debug_dtvm() {
+  local dtvm="$1" cache bt
+  [[ -x "$dtvm" ]] || return 0
+  cache="$(dirname "$dtvm")/CMakeCache.txt"
+  if [[ -f "$cache" ]]; then
+    bt="$(grep -E '^CMAKE_BUILD_TYPE(:[A-Z]+)?=' "$cache" | head -1 | cut -d= -f2-)"
+    if [[ -z "$bt" || "$bt" == "Debug" ]]; then
+      echo "warning: $dtvm was built with CMAKE_BUILD_TYPE='${bt:-<empty>}' (see $cache);" >&2
+      echo "         the paper used a Release build, so timings will be misleading." >&2
+    fi
+  elif command -v readelf >/dev/null 2>&1 && readelf -S "$dtvm" 2>/dev/null | grep -q '\.debug_info'; then
+    echo "warning: $dtvm contains debug info; if it was built with CMAKE_BUILD_TYPE=Debug," >&2
+    echo "         timings will be far slower than the paper's Release build." >&2
+  fi
+}
diff --git a/benchmarks/paper/scripts/compare_lazy_runtime_ratios.sh b/benchmarks/paper/scripts/compare_lazy_runtime_ratios.sh
new file mode 100755
index 000000000..7873f468d
--- /dev/null
+++ b/benchmarks/paper/scripts/compare_lazy_runtime_ratios.sh
@@ -0,0 +1,250 @@
+#!/usr/bin/env bash
+# Compare baseline/dtvm ratios vs paper (wall-clock + optional dtvm ttfi_est denominator).
+# Usage:
+#   ./compare_lazy_runtime_ratios.sh [repeats]
+#   WALL_CSV=path/to/results.csv ./compare_lazy_runtime_ratios.sh 0   # skip wall run
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+PAPER="$ROOT/raw_data/benchs/latencytofirstinvocation.md"
+TTFI_CSV="${TTFI_CSV:-$ROOT/raw_data/benchs/wapm_lazy_ttfi_est_20260528/summary.csv}"
+OUT="${OUT:-$ROOT/raw_data/benchs/wapm_lazy_ratio_compare_$(date +%Y%m%d)}"
+mkdir -p "$OUT"
+
+if [[ "$REPEATS" -gt 0 && -z "${WALL_CSV:-}" ]]; then
+  echo "==> Wall-clock run (all runtimes), repeats=$REPEATS"
+  WALL_DIR="$OUT/wall_run"
+  "$ROOT/scripts/run_lazy_paper.sh" "$REPEATS" "$WALL_DIR"
+  WALL_CSV="$WALL_DIR/results.csv"
+elif [[ -z "${WALL_CSV:-}" ]]; then
+  WALL_CSV="$ROOT/raw_data/benchs/wapm_lazy_20260527/results.csv"
+  echo "==> Using existing wall CSV: $WALL_CSV"
+fi
+
+export WALL_CSV TTFI_CSV PAPER OUT
+python3 <<'PY'
+import csv
+import os
+import re
+import sys
+from collections import defaultdict
+from pathlib import Path
+from statistics import mean
+
+wall_csv = Path(os.environ["WALL_CSV"])
+if not wall_csv.is_file():
+    sys.exit(f"error: wall CSV not found: {wall_csv} (run run_lazy_paper.sh first or pass WALL_CSV=)")
+ttfi_csv = Path(os.environ["TTFI_CSV"])
+paper_md = Path(os.environ["PAPER"])
+out = Path(os.environ["OUT"])
+
+# paper[case][runtime] = ms; ratios[case][rt] = baseline/dtvm
+paper_ms: dict[str, dict[str, float]] = {}
+paper_ratio: dict[str, dict[str, float]] = {}
+
+paper_lines = paper_md.read_text().splitlines() if paper_md.is_file() else []
+if not paper_lines:
+    print(f"note: paper reference table not found at {paper_md}; paper columns will be blank")
+for line in paper_lines:
+    if "avg" in line.lower():
+        continue
+    m = re.search(r"case/wapm/([\w-]+)\.wasm", line)
+    if not m:
+        continue
+    case = m.group(1)
+    plain = re.sub(r"<[^>]+>", "", line)
+    cells = [c.strip() for c in plain.split("|") if c.strip()]
+    if len(cells) < 8:
+        continue
+    try:
+        dtvm = float(cells[2].split()[0])
+        wt = float(cells[3].split()[0])
+        cr = float(cells[4].split()[0])
+        ll = float(cells[5].split()[0])
+        sp = float(cells[6].split()[0])
+    except ValueError:
+        continue
+    paper_ms[case] = {
+        "dtvm": dtvm,
+        "wasmtime": wt,
+        "wasmer_cranelift": cr,
+        "wasmer_llvm": ll,
+        "wasmer_singlepass": sp,
+    }
+    if dtvm > 0:
+        paper_ratio[case] = {
+            "wasmtime": wt / dtvm,
+            "wasmer_cranelift": cr / dtvm,
+            "wasmer_llvm": ll / dtvm,
+            "wasmer_singlepass": sp / dtvm,
+        }
+
+# wall averages
+by = defaultdict(list)
+with wall_csv.open() as f:
+    for row in csv.DictReader(f):
+        by[(row["case"], row["runtime"])].append(float(row["wall_ms"]))
+
+def avg(key):
+    v = by.get(key, [])
+    return mean(v) if v else float("nan")
+
+cases = sorted({k[0] for k in by})
+rts = ["dtvm", "wasmtime", "wasmer_cranelift", "wasmer_llvm", "wasmer_singlepass"]
+baselines = [r for r in rts if r != "dtvm"]
+
+ttfi: dict[str, float] = {}
+if ttfi_csv.is_file():
+    with ttfi_csv.open() as f:
+        for row in csv.DictReader(f):
+            if row.get("ttfi_est_avg_ms"):
+                ttfi[row["case"]] = float(row["ttfi_est_avg_ms"])
+
+lines = [
+    "# WAPM lazy: runtime ratios vs the paper",
+    "",
+    f"- Wall-clock: `{wall_csv}`",
+    f"- DTVM TTFI est: `{ttfi_csv}` (formula: load+pre+inst+fg/n)",
+    f"- Paper: `{paper_md}`",
+    "",
+    "**ratio** = baseline / dtvm (>1 means the baseline is slower).",
+    "",
+    "## 1. Absolute time (ms) and ratios",
+    "",
+    "| case | | paper dtvm | wall dtvm | ttfi_est dtvm | paper wt | wall wt | wall wt/dtvm | paper wt/dtvm |",
+    "|------|--|----------:|---------:|-------------:|---------:|--------:|------------:|-------------:|",
+]
+
+ratio_err_wall = defaultdict(list)  # baseline -> list of |wall_ratio/paper_ratio - 1|
+ratio_err_ttfi = defaultdict(list)
+
+for case in cases:
+    if case == "fortune":
+        pcase = "zuk"  # paper row for fortune substitute
+    else:
+        pcase = case
+    p = paper_ms.get(pcase, {})
+    z_wall = avg((case, "dtvm"))
+    z_ttfi = ttfi.get(case, float("nan"))
+    z_paper = p.get("dtvm", float("nan"))
+
+  # wasmtime row as primary example in combined table - also write full section below
+    wt_w = avg((case, "wasmtime"))
+    pr = p.get("wasmtime", float("nan"))
+    wr = wt_w / z_wall if z_wall and z_wall == z_wall else float("nan")
+    pr_ratio = paper_ratio.get(pcase, {}).get("wasmtime", float("nan"))
+    note = " (fortune)" if case == "fortune" else ""
+    lines.append(
+        f"| {case}{note} | wasmtime | {z_paper:.3f} | {z_wall:.1f} | "
+        f"{z_ttfi:.3f} | {pr:.1f} | {wt_w:.1f} | {wr:.2f} | {pr_ratio:.2f} |"
+    )
+    if pr_ratio == pr_ratio and wr == wr and pr_ratio > 0:
+        ratio_err_wall["wasmtime"].append(abs(wr / pr_ratio - 1.0))
+
+lines += [
+    "",
+    "### All-baseline ratio comparison (wall/dtvm vs paper/dtvm)",
+    "",
+    "| case | paper w/t | wall w/t | Δ% | paper cr/dtvm | wall cr/dtvm | Δ% | paper llvm/dtvm | wall llvm/dtvm | Δ% | paper sp/dtvm | wall sp/dtvm | Δ% |",
+    "|------|----------:|---------:|---:|-------------:|------------:|---:|---------------:|--------------:|---:|-------------:|------------:|---:|",
+]
+
+def pct_delta(ours, paper):
+    if paper != paper or ours != ours or paper == 0:
+        return "-"
+    return f"{(ours / paper - 1) * 100:+.0f}%"
+
+for case in cases:
+    pcase = "zuk" if case == "fortune" else case
+    pr = paper_ratio.get(pcase, {})
+    z = avg((case, "dtvm")) or 1.0
+    cols = []
+    for bl, pk in [
+        ("wasmtime", "wasmtime"),
+        ("wasmer_cranelift", "cr"),
+        ("wasmer_llvm", "llvm"),
+        ("wasmer_singlepass", "sp"),
+    ]:
+        p_rat = pr.get(bl, float("nan"))
+        w_rat = avg((case, bl)) / z if z else float("nan")
+        cols.extend([f"{p_rat:.2f}" if p_rat == p_rat else "-", f"{w_rat:.2f}" if w_rat == w_rat else "-", pct_delta(w_rat, p_rat)])
+        if p_rat == p_rat and w_rat == w_rat and p_rat > 0:
+            ratio_err_wall[bl].append(abs(w_rat / p_rat - 1.0))
+    note = "†" if case == "fortune" else ""
+    lines.append(f"| {case}{note} | " + " | ".join(cols) + " |")
+
+# ttfi_est denominator ratios
+if ttfi:
+    lines += [
+        "",
+        "## 2. Ratios (dtvm denominator uses ttfi_est)",
+        "",
+        "Only dtvm is replaced by the formula estimate; baselines stay wall-clock.",
+        "",
+        "| case | paper wt/dtvm | wall wt/ttfi_est | paper llvm/dtvm | wall llvm/ttfi_est |",
+        "|------|-------------:|-----------------:|---------------:|-------------------:|",
+    ]
+    for case in cases:
+        pcase = "zuk" if case == "fortune" else case
+        pr = paper_ratio.get(pcase, {})
+        zt = ttfi.get(case, 0) or float("nan")
+        if zt != zt or zt <= 0:
+            continue
+        w_wt = avg((case, "wasmtime")) / zt
+        w_ll = avg((case, "wasmer_llvm")) / zt
+        lines.append(
+            f"| {case} | {pr.get('wasmtime', 0):.2f} | {w_wt:.2f} | "
+            f"{pr.get('wasmer_llvm', 0):.2f} | {w_ll:.2f} |"
+        )
+        for bl, pkey in [("wasmtime", "wasmtime"), ("wasmer_llvm", "wasmer_llvm")]:
+            p_r = pr.get(pkey, float("nan"))
+            w_r = avg((case, bl)) / zt
+            if p_r == p_r and w_r == w_r and p_r > 0:
+                ratio_err_ttfi[bl].append(abs(w_r / p_r - 1.0))
+
+lines += [
+    "",
+    "## 3. Summary: do the ratio shapes match",
+    "",
+]
+
+lines.append("| baseline | mean |paper/ours−1| (wall dtvm) | mean |paper/ours−1| (ttfi dtvm) |")
+lines.append("|----------|---------------------------|---------------------------|")
+for bl in baselines:
+    ew = mean(ratio_err_wall[bl]) if ratio_err_wall[bl] else float("nan")
+    et = mean(ratio_err_ttfi[bl]) if ratio_err_ttfi[bl] else float("nan")
+    lines.append(f"| {bl} | {ew:.2f} | {et:.2f} |")
+
+# direction agreement: paper ratio > 1 and wall ratio > 1
+lines += ["", "### Direction agreement (paper>1 and wall>1, or both<1)", ""]
+for bl in baselines:
+    agree = total = 0
+    for case in cases:
+        if case == "fortune":
+            continue
+        pcase = case
+        pr = paper_ratio.get(pcase, {}).get(bl, float("nan"))
+        z = avg((case, "dtvm"))
+        wr = avg((case, bl)) / z if z else float("nan")
+        if pr != pr or wr != wr:
+            continue
+        total += 1
+        if (pr > 1) == (wr > 1):
+            agree += 1
+    lines.append(f"- **{bl}**: {agree}/{total} cases same slow-vs-fast direction")
+
+lines += [
+    "",
+    "## 4. Interpretation",
+    "",
+    "- **Paper**: dtvm (lazy) is generally fastest; baseline/dtvm is mostly **>>1** (mean wasmtime/dtvm ~= **18.9**).",
+    "- **Local wall**: dtvm is often slower than wasmtime/wasmer; ratios are mostly **<1** -> **relative ranking reversed vs the paper**, i.e. not the same absolute time.",
+    "- **Ratio values**: a few cases are close (e.g. tpl, erdtree), but overall **|wall/paper-1| is large** -> the proportional relationship **cannot** be considered consistent.",
+    "- **ttfi_est as dtvm denominator**: on small cases wasmtime/ttfi_est sometimes lands closer to the paper's magnitude, but **irb etc. still deviate**.",
+    "",
+]
+
+(out / "RATIO_COMPARE.md").write_text("\n".join(lines))
+print((out / "RATIO_COMPARE.md").read_text())
+PY
diff --git a/benchmarks/paper/scripts/infer_lazy_timing.py b/benchmarks/paper/scripts/infer_lazy_timing.py
new file mode 100755
index 000000000..48d87c5c3
--- /dev/null
+++ b/benchmarks/paper/scripts/infer_lazy_timing.py
@@ -0,0 +1,391 @@
+#!/usr/bin/env python3
+"""Infer paper TTFI by comparing narrow timing hypotheses to latency table."""
+
+from __future__ import annotations
+
+import os
+import re
+import select
+import shlex
+import subprocess
+import sys
+import time
+from dataclasses import dataclass
+from pathlib import Path
+from statistics import mean
+
+ROOT = Path(__file__).resolve().parents[1]
+DTVM = Path(__import__("os").environ.get("DTVM", ROOT / "runtimes/dtvm/dtvm"))
+WAPM = ROOT / "benchmarks/wapm"
+PAPER_MD = ROOT / "raw_data/benchs/latencytofirstinvocation.md"
+REPEATS = int(sys.argv[1]) if len(sys.argv) > 1 else 3
+
+CASES = [
+    "amirali", "base64cli", "chkfont", "code-stock", "cowsay", "dice", "echo",
+    "erdtree", "figlet", "irb", "md5", "pi", "pkg1", "qr2text", "sam", "suggest",
+    "tpl", "uuid", "viu", "fortune",
+]
+
+DTVM_BASE = [
+    str(DTVM),
+    "-m", "multipass",
+    "--enable-multipass-lazy",
+    "--disable-multipass-greedyra",
+    "--disable-multipass-multithread",
+    "--enable-statistics",
+    "--log-level", "info",
+]
+
+
+def load_paper() -> dict[str, float]:
+    paper: dict[str, float] = {}
+    if not PAPER_MD.is_file():
+        return paper
+    for line in PAPER_MD.read_text().splitlines():
+        m = re.search(r"case/wapm/(\w+)\.wasm", line)
+        if not m or "avg" in line.lower():
+            continue
+        plain = re.sub(r"<[^>]+>", "", line)
+        cells = [c.strip() for c in plain.split("|") if c.strip()]
+        # cells[0]=case path, [1]=wasm KB, [2]=dtvm lazy ms
+        if len(cells) >= 3:
+            try:
+                paper[m.group(1)] = float(cells[2].split()[0])
+            except ValueError:
+                pass
+    return paper
+
+
+def is_engine_log(line: str) -> bool:
+    s = line.strip()
+    return s.startswith("[") and ("[info]" in s or "[warn]" in s or "[error]" in s)
+
+
+def parse_stats(text: str) -> dict[str, float]:
+    out: dict[str, float] = {}
+    patterns = {
+        "total_ms": r"Total:\s*([\d.]+)ms",
+        "load_ms": r"Load:.*?total ([\d.]+)ms",
+        "precompile_ms": r"JIT Lazy Precompilation:.*?total ([\d.]+)ms",
+        "fg_jit_ms": r"JIT Lazy Compilation\(Fg\):.*?total ([\d.]+)ms",
+        "instantiation_ms": r"Instantiation:.*?total ([\d.]+)ms",
+        "execution_ms": r"Execution:.*?total ([\d.]+)ms",
+    }
+    fg_m = re.search(
+        r"JIT Lazy Compilation\(Fg\):\s*(\d+) times", text
+    )
+    if fg_m:
+        out["fg_count"] = int(fg_m.group(1))
+    for k, pat in patterns.items():
+        m = re.search(pat, text)
+        if m:
+            out[k] = float(m.group(1))
+    if "load_ms" in out and "precompile_ms" in out and "instantiation_ms" in out:
+        out["load_setup_ms"] = (
+            out["load_ms"] + out["precompile_ms"] + out["instantiation_ms"]
+        )
+    if "fg_jit_ms" in out and out.get("fg_count", 0) > 0:
+        out["first_fg_ms"] = out["fg_jit_ms"] / out["fg_count"]
+    if "load_setup_ms" in out and "first_fg_ms" in out:
+        out["after_first_fg_ms"] = out["load_setup_ms"] + out["first_fg_ms"]
+    if "after_first_fg_ms" in out and "execution_ms" in out:
+        out["first_fg_plus_exec_ms"] = out["after_first_fg_ms"] + out["execution_ms"]
+    return out
+
+
+def _load_conf_fields(case: str) -> tuple[str, str, str]:
+    """Return (command, parameter, dir) strings from wasm.conf via bash source."""
+    bash = f"""
+set +e
+cd {shlex.quote(str(WAPM))}
+unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+HEAD_COMMAND=(); COMMAND=(); PARAMETER=(); DIR=()
+[ -f {shlex.quote(case + '.wasm.conf')} ] && source {shlex.quote(case + '.wasm.conf')}
+case {shlex.quote(case)} in
+  erdtree) PARAMETER=() ;;
+  viu)
+    DIR=(--dir=.)
+    [ -f parallel-small.png ] && PARAMETER=(parallel-small.png) ;;
+  chkfont) [ -d fonts ] && DIR=(--dir=./fonts) ;;
+  figlet) [ -d fonts ] && DIR=(--dir=fonts) ;;
+esac
+printf '%s\\n' "${{COMMAND[*]-}}"
+printf '%s\\n' "${{PARAMETER[*]-}}"
+printf '%s\\n' "${{DIR[*]-}}"
+"""
+    lines = subprocess.check_output(["bash", "-c", bash], text=True).splitlines()
+    while len(lines) < 3:
+        lines.append("")
+    return lines[0], lines[1], lines[2]
+
+
+def build_shell_cmd(case: str) -> str:
+    """Mirror run_lazy_stats.sh command assembly."""
+    command, parameter, dir_s = _load_conf_fields(case)
+    parts = list(DTVM_BASE) + [f"{case}.wasm"]
+    if dir_s.strip():
+        for d in dir_s.split():
+            d = d.replace("case/wapm/", "")
+            parts.append(d if d.startswith("--dir") else f"--dir={d}")
+    if parameter.strip():
+        parts.append("--args")
+        parts.extend(parameter.split())
+    dtvm_cmd = subprocess.list2cmdline(parts)
+    if command.strip():
+        return f"{command} | {dtvm_cmd}"
+    return dtvm_cmd
+
+
+def run_case_once(case: str) -> dict[str, float]:
+    cmd = build_shell_cmd(case)
+    t0 = time.perf_counter()
+    proc = subprocess.Popen(
+        cmd,
+        shell=True,
+        cwd=WAPM,
+        stdout=subprocess.PIPE,
+        stderr=subprocess.STDOUT,
+    )
+    assert proc.stdout is not None
+    fd = proc.stdout.fileno()
+    first_stdout_ms: float | None = None
+    chunks: list[str] = []
+    buf = b""
+    while True:
+        if proc.poll() is not None:
+            while True:
+                chunk = os.read(fd, 65536)
+                if not chunk:
+                    break
+                buf += chunk
+            break
+        ready, _, _ = select.select([fd], [], [], 0.05)
+        if not ready:
+            continue
+        chunk = os.read(fd, 65536)
+        if not chunk:
+            break
+        buf += chunk
+        while b"\n" in buf:
+            raw, buf = buf.split(b"\n", 1)
+            line = raw.decode("utf-8", errors="replace") + "\n"
+            chunks.append(line)
+            if first_stdout_ms is None and line.strip() and not is_engine_log(line):
+                first_stdout_ms = (time.perf_counter() - t0) * 1000.0
+    if buf:
+        line = buf.decode("utf-8", errors="replace")
+        if not line.endswith("\n"):
+            line += "\n"
+        chunks.append(line)
+        if first_stdout_ms is None and line.strip() and not is_engine_log(line):
+            first_stdout_ms = (time.perf_counter() - t0) * 1000.0
+
+    proc.wait()
+    full_wall_ms = (time.perf_counter() - t0) * 1000.0
+    full_text = "".join(chunks)
+    stats = parse_stats(full_text)
+
+    row = {
+        "first_stdout_ms": first_stdout_ms if first_stdout_ms is not None else full_wall_ms,
+        "full_wall_ms": full_wall_ms,
+    }
+    row.update(stats)
+    return row
+
+
+def ratio(a: float, b: float) -> str:
+    if b <= 0:
+        return "-"
+    return f"{a/b:.2f}x"
+
+
+@dataclass
+class CaseResult:
+    case: str
+    paper_ms: float | None
+    first_stdout: float
+    full_wall: float
+    stats_total: float
+    after_first_fg: float
+    execution_ms: float
+    first_fg_plus_exec: float
+    load_setup: float
+
+
+def main() -> None:
+    paper = load_paper()
+    results: list[CaseResult] = []
+
+    for case in CASES:
+        print(f">> {case}", flush=True)
+        reps = [run_case_once(case) for _ in range(REPEATS)]
+
+        def avg(key: str) -> float:
+            vals = [r[key] for r in reps if key in r]
+            return mean(vals) if vals else float("nan")
+
+        results.append(
+            CaseResult(
+                case=case,
+                paper_ms=paper.get(case),
+                first_stdout=avg("first_stdout_ms"),
+                full_wall=avg("full_wall_ms"),
+                stats_total=avg("total_ms"),
+                after_first_fg=avg("after_first_fg_ms"),
+                execution_ms=avg("execution_ms"),
+                first_fg_plus_exec=avg("first_fg_plus_exec_ms"),
+                load_setup=avg("load_setup_ms"),
+            )
+        )
+
+    out_dir = ROOT / "raw_data/benchs" / "wapm_lazy_ttfi_infer"
+    out_dir.mkdir(parents=True, exist_ok=True)
+
+    lines = [
+        "# Lazy timing-model inference (vs the paper's dtvm lazy column)",
+        "",
+        f"- dtvm: `{DTVM}`",
+        f"- repeats: {REPEATS}",
+        "",
+        "**Assumptions**",
+        "- `first_stdout`: wall time to the first non-engine stdout line (program output)",
+        "- `after_first_fg`: Load+Precompile+Instantiation + one average Fg (i.e. right after the first Fg, rest not compiled yet)",
+        "- `first_fg+exec`: the above + Statistics Execution (whole guest execution, not just the first line)",
+        "- `execution`: the Statistics Execution line",
+        "- `stats_total`: Statistics Total",
+        "- `full_wall`: whole-command wall time (including the trailing statistics dump)",
+        "",
+        "ratio column = **paper / this column** (closer to 1.0 = closer to the paper's metric)",
+        "",
+        "| case | paper | 1st stdout | after 1st Fg | 1st Fg+exec | execution | stats Total | full_wall | best match |",
+        "|------|------:|-----------:|-------------:|------------:|----------:|------------:|----------:|------------|",
+    ]
+
+    match_votes = {
+        "first_stdout": 0,
+        "after_first_fg": 0,
+        "first_fg_plus_exec": 0,
+        "execution": 0,
+        "stats_total": 0,
+        "full_wall": 0,
+    }
+
+    for r in results:
+        if r.paper_ms is None:
+            best = "-"
+        else:
+            cands = {
+                "first_stdout": r.first_stdout,
+                "after_first_fg": r.after_first_fg,
+                "1st Fg+exec": r.first_fg_plus_exec,
+                "execution": r.execution_ms,
+                "stats Total": r.stats_total,
+                "full_wall": r.full_wall,
+            }
+            best = min(
+                cands.items(),
+                key=lambda kv: abs(kv[1] - r.paper_ms) if kv[1] == kv[1] else 1e18,
+            )[0]
+            key_map = {
+                "first_stdout": "first_stdout",
+                "after_first_fg": "after_first_fg",
+                "1st Fg+exec": "first_fg_plus_exec",
+                "execution": "execution",
+                "stats Total": "stats_total",
+                "full_wall": "full_wall",
+            }
+            match_votes[key_map.get(best, best)] = match_votes.get(key_map.get(best, best), 0) + 1
+
+        p = f"{r.paper_ms:.3f}" if r.paper_ms is not None else "-"
+        lines.append(
+            f"| {r.case} | {p} | {r.first_stdout:.2f} | {r.after_first_fg:.2f} | "
+            f"{r.first_fg_plus_exec:.2f} | {r.execution_ms:.2f} | {r.stats_total:.2f} | "
+            f"{r.full_wall:.2f} | {best} |"
+        )
+
+    lines += [
+        "",
+        "## Mean ratio vs paper (paper/estimate, ideal ~= 1.0)",
+        "",
+    ]
+    for label, attr in [
+        ("first_stdout", "first_stdout"),
+        ("after_first_fg", "after_first_fg"),
+        ("first_fg+exec", "first_fg_plus_exec"),
+        ("execution", "execution_ms"),
+        ("stats_total", "stats_total"),
+        ("full_wall", "full_wall"),
+    ]:
+        ratios = []
+        for r in results:
+            if r.paper_ms and getattr(r, attr) == getattr(r, attr):
+                val = getattr(r, attr)
+                if val > 0:
+                    ratios.append(r.paper_ms / val)
+        avg_r = mean(ratios) if ratios else float("nan")
+        lines.append(f"- **{label}**: mean paper/est = **{avg_r:.3f}** (n={len(ratios)})")
+
+    # Per-metric mean |paper/est - 1| for cases with paper (lower = better)
+    lines += ["", "## Conclusion", ""]
+    metrics = [
+        ("first_stdout", "first_stdout"),
+        ("after_first_fg", "after_first_fg"),
+        ("first_fg+exec", "first_fg_plus_exec"),
+        ("execution", "execution_ms"),
+        ("stats_total", "stats_total"),
+        ("full_wall", "full_wall"),
+    ]
+    scores: list[tuple[str, float]] = []
+    for label, attr in metrics:
+        errs = []
+        for r in results:
+            if r.paper_ms and getattr(r, attr) == getattr(r, attr):
+                val = getattr(r, attr)
+                if val > 0:
+                    errs.append(abs(r.paper_ms / val - 1.0))
+        if errs:
+            scores.append((label, mean(errs)))
+    scores.sort(key=lambda x: x[1])
+    best = scores[0][0] if scores else "?"
+    lines.append(
+        f"1. The estimate closest to the paper's dtvm lazy column is **`{best}`**"
+        f"(mean relative error {scores[0][1]:.2f}, 0 = exact match)."
+    )
+    lines += [
+        "",
+        "2. **`after_first_fg`** = Load+Precompile+Instantiation + **one average Fg**;"
+        "it does not count all lazy compilations on the path. echo/irb etc. land within the paper's order of magnitude or 2-3x.",
+        "",
+        "3. **`first_stdout`** for **irb/tpl/viu** waits until **after heavy compilation** before the first line appears,"
+        "so it approaches **full run** and cannot serve as TTFI.",
+        "",
+        "4. **Pure `execution` (Statistics Execution)** is <1 ms for most cases,"
+        "so it is **not** the paper's lazy column (which includes compilation).",
+        "",
+        "5. **`stats_total` / `full_wall`** still include **all Fg compilations**, more than an order of magnitude above the paper.",
+        "",
+        "6. Inferred paper metric: **TTFI ~= module load/instantiation + first Fg JIT on the entry path**"
+        "(~= `after_first_fg`), **excluding** functions compiled on demand later.",
+        "",
+    ]
+    (out_dir / "INFER.md").write_text("\n".join(lines) + "\n")
+
+    # raw rows csv
+    with (out_dir / "measurements.csv").open("w") as f:
+        f.write(
+            "case,paper_ms,first_stdout_ms,after_first_fg_ms,first_fg_plus_exec_ms,"
+            "execution_ms,stats_total_ms,full_wall_ms\n"
+        )
+        for r in results:
+            p = "" if r.paper_ms is None else f"{r.paper_ms:.4f}"
+            f.write(
+                f"{r.case},{p},{r.first_stdout:.4f},{r.after_first_fg:.4f},"
+                f"{r.first_fg_plus_exec:.4f},{r.execution_ms:.4f},"
+                f"{r.stats_total:.4f},{r.full_wall:.4f}\n"
+            )
+    print(f"\nWrote {out_dir / 'INFER.md'}")
+    print("\n".join(lines[-20:]))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/benchmarks/paper/scripts/run_dtvm_wt_compile_round.sh b/benchmarks/paper/scripts/run_dtvm_wt_compile_round.sh
new file mode 100755
index 000000000..a80081bfd
--- /dev/null
+++ b/benchmarks/paper/scripts/run_dtvm_wt_compile_round.sh
@@ -0,0 +1,224 @@
+#!/usr/bin/env bash
+# One round: dtvm (instrumented dtvm) + wasmtime (cold cache) compile lines vs paper.
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+OUT="${2:-$ROOT/raw_data/benchs/wapm_dtvm_wt_compile_$(date +%Y%m%d_%H%M%S)}"
+[[ "$OUT" != /* ]] && OUT="$ROOT/$OUT"
+
+DTVM="${DTVM:-$(cd "$ROOT/../.." && pwd)/build/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WT="${WASMTIME:-$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime}"
+WAPM="$ROOT/benchmarks/wapm"
+PAPER_MD="$ROOT/raw_data/benchs/latencytofirstinvocation.md"
+
+export WASMTIME_CACHE=0
+export CLEAR_WASMTIME_CACHE=1
+
+mkdir -p "$OUT/logs/dtvm" "$OUT/logs/wasmtime"
+
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+echo "dtvm+wasmtime compile round -> $OUT"
+echo "  dtvm: $DTVM (--enable-statistics)"
+echo "  wasmtime: $WT (rm -rf ~/.cache/wasmtime each run)"
+echo "  repeats: $REPEATS"
+echo ""
+
+# wasmtime via existing script (writes under OUT/wt)
+WT_OUT="$OUT/wt"
+CLEAR_WASMTIME_CACHE=1 WASMTIME_CACHE=0 \
+  "$(dirname "$0")/run_wasmtime_ttfi_compare.sh" "$REPEATS" "$WT_OUT"
+
+# dtvm: same case driver as wasmtime script
+cd "$WAPM"
+load_conf() {
+  local case="$1"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+  if [[ -f "$WAPM/${case}.wasm.conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$WAPM/${case}.wasm.conf"
+  fi
+  if [[ "$case" == erdtree ]]; then PARAMETER=(); fi
+  if [[ "$case" == chkfont ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=./fonts)
+  elif [[ "$case" == figlet ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=fonts)
+  elif [[ "$case" == viu ]]; then
+    DIR=(--dir=.)
+    [[ -f "$WAPM/parallel-small.png" ]] && PARAMETER=(parallel-small.png)
+  fi
+}
+
+fix_path() { local s="$1"; s="${s//case\/wapm\//}"; printf '%s' "$s"; }
+
+run_dtvm_case() {
+  local case="$1" log="$2"
+  local -a params=() cmd=()
+  if [[ -n "${PARAMETER:-}" ]]; then
+    if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+      local item
+      for item in "${PARAMETER[@]}"; do
+        read -r -a w <<< "$item"
+        params+=("${w[@]}")
+      done
+    else
+      read -r -a params <<< "$PARAMETER"
+    fi
+  fi
+  # wasm path must precede flags (--dir etc.), or CLI11 drops INPUT_FILE.
+  cmd=("$DTVM" "${case}.wasm" -m multipass --enable-multipass-lazy
+    --disable-multipass-greedyra --disable-multipass-multithread --enable-statistics)
+  if [[ -n "${DIR:-}" ]]; then
+    local d
+    for d in "${DIR[@]}"; do
+      d="$(fix_path "$d")"
+      if [[ "$d" == --dir=* ]]; then cmd+=("$d"); else cmd+=(--dir "$d"); fi
+    done
+  fi
+  if ((${#params[@]})); then cmd+=(--args "${params[@]}"); fi
+
+  if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+    if [[ "$case" == dice ]]; then
+      echo help | "${cmd[@]}" >"$log" 2>&1 || true
+    elif [[ "$case" == tpl ]]; then
+      echo 'Δ is 123456-123455.' | "${cmd[@]}" >"$log" 2>&1 || true
+    elif [[ ${#HEAD_COMMAND[@]} -gt 0 && "${HEAD_COMMAND[0]}" == eval ]]; then
+      eval "${COMMAND[*]}" | "${cmd[@]}" >"$log" 2>&1 || true
+    else
+      "${COMMAND[@]}" | "${cmd[@]}" >"$log" 2>&1 || true
+    fi
+  else
+    "${cmd[@]}" >"$log" 2>&1 || true
+  fi
+}
+
+for case in "${CASES[@]}"; do
+  load_conf "$case"
+  echo ">> dtvm $case"
+  for ((r = 1; r <= REPEATS; r++)); do
+    run_dtvm_case "$case" "$OUT/logs/dtvm/${case}_${r}.log"
+  done
+done
+
+OUT="$OUT" WT_OUT="$WT_OUT" PAPER_MD="$PAPER_MD" REPEATS="$REPEATS" python3 <<'PY'
+import csv, re
+from collections import defaultdict
+from pathlib import Path
+from statistics import mean
+
+out = Path(__import__("os").environ["OUT"])
+wt_out = Path(__import__("os").environ["WT_OUT"])
+paper_md = Path(__import__("os").environ["PAPER_MD"])
+repeats = int(__import__("os").environ["REPEATS"])
+
+compile_re = re.compile(r"Total compilation time: \d+ ms \((\d+) [μµ]s\)")
+
+paper = {}
+if paper_md.is_file():
+    for line in paper_md.read_text(encoding="utf-8", errors="replace").splitlines():
+        m = re.search(r"case/wapm/([\w-]+)\.wasm", line)
+        if not m or "avg" in line.lower():
+            continue
+        plain = re.sub(r"<[^>]+>", "", line)
+        cells = [c.strip() for c in plain.split("|") if c.strip()]
+        if len(cells) >= 4:
+            paper[m.group(1)] = {"dtvm": float(cells[2]), "wasmtime": float(cells[3])}
+
+def avg_compile(log_dir: Path):
+    by = defaultdict(list)
+    for log in sorted(log_dir.glob("*.log")):
+        case = log.name.rsplit("_", 1)[0]
+        text = log.read_text(encoding="utf-8", errors="replace")
+        m = compile_re.search(text)
+        if m:
+            by[case].append(int(m.group(1)) / 1000.0)
+    return {c: mean(v) for c, v in by.items() if v}
+
+dtvm = avg_compile(out / "logs/dtvm")
+wt = {}
+with (wt_out / "results.csv").open() as f:
+    for r in csv.DictReader(f):
+        wt[r["case"]] = float(r["compile_ms"])
+
+cases = sorted(set(dtvm) & set(wt))
+rows = []
+for c in cases:
+    z, w = dtvm[c], wt[c]
+    p = paper.get(c) or {}
+    pz, pw = p.get("dtvm"), p.get("wasmtime")
+    rows.append((c, z, w, pz, pw, w / z if z else 0,
+                 z / pz if pz else None, w / pw if pw else None))
+
+def fmt(x, nd=3):
+    return f"{x:.{nd}f}" if x is not None else ""
+
+def cell(x):
+    return f"{x:.2f}" if x is not None else "n/a"
+
+csv_path = out / "compile_compare.csv"
+with csv_path.open("w") as f:
+    f.write("case,dtvm_compile_ms,wt_compile_ms,paper_dtvm,paper_wt,wt_over_dtvm,dtvm_over_paper,wt_over_paper\n")
+    for r in rows:
+        f.write(",".join([r[0], fmt(r[1]), fmt(r[2]), fmt(r[3]), fmt(r[4]),
+                          fmt(r[5], 2), fmt(r[6], 2), fmt(r[7], 2)]) + "\n")
+
+md = [
+    "# DTVM vs Wasmtime compile round (cold wasmtime cache)\n\n",
+    f"- Repeats: {repeats}\n",
+    "- **dtvm**: `build/dtvm` + `--enable-statistics`, `Total compilation time`\n",
+    "- **wasmtime**: patched `out/wasmtime`, `rm -rf ~/.cache/wasmtime` each run, `WASMTIME_CACHE=0`\n",
+]
+if paper:
+    md.append("- **paper**: `latencytofirstinvocation.md` lazy / wasmtime columns\n\n")
+else:
+    md.append("- **paper**: latency table not shipped; paper columns left blank\n\n")
+md += [
+    "| case | dtvm compile | wt compile | paper dtvm | paper wt | wt/dtvm | dtvm/paper | wt/paper |\n",
+    "|---|---:|---:|---:|---:|---:|---:|---:|\n",
+]
+for c, z, w, pz, pw, ratio, zr_, wr_ in rows:
+    md.append(
+        f"| {c} | {z:.3f} | {w:.3f} | {fmt(pz)} | {fmt(pw, 1)} | {ratio:.2f} | {cell(zr_)} | {cell(wr_)} |\n"
+    )
+
+zr = [r[6] for r in rows if r[6] is not None]
+wr = [r[7] for r in rows if r[7] is not None]
+rat = [r[5] for r in rows]
+if rat:
+    md.append(f"\n**Mean wt/dtvm:** {mean(rat):.2f}\n")
+if zr:
+    md.append(f"\n**Mean dtvm/paper:** {mean(zr):.2f}  ")
+    md.append(f"**Mean wt/paper:** {mean(wr):.2f}\n")
+    md.append(
+        f"\n**wt/paper in 0.5–2.0×:** {sum(0.5 <= x <= 2 for x in wr)}/{len(wr)} cases\n"
+    )
+    md.append(
+        f"**dtvm/paper in 0.5–2.0×:** {sum(0.5 <= x <= 2 for x in zr)}/{len(zr)} cases\n"
+    )
+
+(out / "COMPILE_ROUND.md").write_text("".join(md))
+print(f"Wrote {csv_path}")
+print(f"Wrote {out / 'COMPILE_ROUND.md'}")
+if rat:
+    summary = f"mean wt/dtvm={mean(rat):.2f}"
+    if zr:
+        summary += f" mean wt/paper={mean(wr):.2f} mean dtvm/paper={mean(zr):.2f}"
+    print(summary)
+PY
+
+# wall clock dtvm+wt with cache clear
+RUNTIMES_OVERRIDE="dtvm wasmtime" CLEAR_WASMTIME_CACHE=1 \
+  "$(dirname "$0")/run_lazy_paper.sh" "$REPEATS" "$OUT/wall"
+
+echo ""
+echo "Done: $OUT/COMPILE_ROUND.md  (wall: $OUT/wall/SUMMARY.md)"
diff --git a/benchmarks/paper/scripts/run_lazy_20.sh b/benchmarks/paper/scripts/run_lazy_20.sh
new file mode 100755
index 000000000..26c44fba9
--- /dev/null
+++ b/benchmarks/paper/scripts/run_lazy_20.sh
@@ -0,0 +1,99 @@
+#!/usr/bin/env bash
+# WAPM lazy benchmark: 20 cases (zuk replaced by fortune), 3-run average.
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+DTVM="${DTVM:-$ROOT/runtimes/dtvm/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WAPM="$ROOT/benchmarks/wapm"
+
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+cd "$WAPM"
+
+run_lazy_case() {
+  local case="$1"
+  local conf="$WAPM/${case}.wasm.conf"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+  if [[ -f "$conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$conf"
+  fi
+  if [[ "$case" == erdtree ]]; then
+    PARAMETER=()
+  fi
+
+  local -a dtvm_tail=("${case}.wasm")
+  if [[ -n "${DIR:-}" ]]; then
+    local d
+    for d in "${DIR[@]}"; do
+      d="${d//case\/wapm\//}"
+      dtvm_tail+=("$d")
+    done
+  fi
+  if [[ -n "${PARAMETER:-}" ]]; then
+    dtvm_tail+=(--args)
+    local item
+    local -a pargs=()
+    if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+      for item in "${PARAMETER[@]}"; do
+        read -r -a w <<< "$item"
+        pargs+=("${w[@]}")
+      done
+    else
+      read -r -a pargs <<< "$PARAMETER"
+    fi
+    dtvm_tail+=("${pargs[@]}")
+  fi
+
+  local -a cmd=(
+    "$DTVM" -m multipass --enable-multipass-lazy
+    --disable-multipass-greedyra --disable-multipass-multithread
+    "${dtvm_tail[@]}"
+  )
+
+  local total=0 i s e out
+  for ((i = 1; i <= REPEATS; i++)); do
+    s=$(date +%s%3N)
+    out="/tmp/lazy_${case}_${i}.out"
+    if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+      if [[ ${#HEAD_COMMAND[@]} -gt 0 && "${HEAD_COMMAND[0]}" == "eval" ]]; then
+        eval "${COMMAND[*]}" | "${cmd[@]}" >"$out" 2>&1 || true
+      else
+        "${COMMAND[@]}" | "${cmd[@]}" >"$out" 2>&1 || true
+      fi
+    else
+      "${cmd[@]}" >"$out" 2>&1 || true
+    fi
+    e=$(date +%s%3N)
+    total=$((total + e - s))
+  done
+  awk -v t="$total" -v n="$REPEATS" 'BEGIN{printf "%.1f", t/n}'
+}
+
+echo "WAPM lazy 20 cases (dtvm=${DTVM}, ${REPEATS}-run avg)"
+echo "Substitution: zuk -> fortune (from non-latency pool; verified runnable)"
+echo ""
+
+fail=0
+for case in "${CASES[@]}"; do
+  if avg=$(run_lazy_case "$case"); then
+    echo "============ $case ============"
+    echo "Average time (${REPEATS} runs): ${avg} ms"
+  else
+    echo "FAILED: $case"
+    fail=$((fail + 1))
+  fi
+done
+
+echo ""
+echo "Done: $((20 - fail))/20 ok, $fail failed"
diff --git a/benchmarks/paper/scripts/run_lazy_paper.sh b/benchmarks/paper/scripts/run_lazy_paper.sh
new file mode 100755
index 000000000..144cd59dd
--- /dev/null
+++ b/benchmarks/paper/scripts/run_lazy_paper.sh
@@ -0,0 +1,253 @@
+#!/usr/bin/env bash
+# Paper-style WAPM lazy Time-to-First-Invocation (20 cases, zuk -> fortune).
+# Usage: ./run_lazy_paper.sh [repeats] [output_dir]
+set -euo pipefail
+
+REPEATS="${1:-5}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+OUT="${2:-$ROOT/raw_data/benchs/wapm_lazy_runs_$(date +%Y%m%d_%H%M%S)}"
+[[ "$OUT" != /* ]] && OUT="$ROOT/$OUT"
+WAPM="$ROOT/benchmarks/wapm"
+
+DTVM="${DTVM:-$ROOT/runtimes/dtvm/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WASMTIME="${WASMTIME:-$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime}"
+WASMER="${WASMER:-$ROOT/runtimes/wasmer-5.0.4/out/bin/wasmer}"
+WASMTIME_CACHE_DIR="${WASMTIME_CACHE_DIR:-$HOME/.cache/wasmtime}"
+CLEAR_WASMTIME_CACHE="${CLEAR_WASMTIME_CACHE:-1}"
+
+clear_wasmtime_cache() {
+  if [[ "$CLEAR_WASMTIME_CACHE" == "1" ]]; then
+    rm -rf "$WASMTIME_CACHE_DIR"
+  fi
+}
+
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+RUNTIMES=(dtvm wasmtime wasmer_cranelift wasmer_llvm wasmer_singlepass)
+if [[ -n "${RUNTIMES_OVERRIDE:-}" ]]; then
+  # shellcheck disable=SC2206
+  RUNTIMES=(${RUNTIMES_OVERRIDE})
+fi
+
+mkdir -p "$OUT"
+CSV="$OUT/results.csv"
+echo "case,runtime,run,wall_ms,exit_code" >"$CSV"
+
+cd "$WAPM"
+
+load_conf() {
+  local case="$1"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+  if [[ -f "$WAPM/${case}.wasm.conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$WAPM/${case}.wasm.conf"
+  fi
+  if [[ "$case" == erdtree ]]; then
+    PARAMETER=()
+  fi
+  if [[ "$case" == chkfont ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=./fonts)
+  elif [[ "$case" == figlet ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=fonts)
+  elif [[ "$case" == viu ]]; then
+    DIR=(--dir=.)
+    [[ -f "$WAPM/parallel-small.png" ]] && PARAMETER=(parallel-small.png)
+  fi
+}
+
+fix_path() {
+  local s="$1"
+  s="${s//case\/wapm\//}"
+  printf '%s' "$s"
+}
+
+append_dir_args() {
+  local -n cmd_ref=$1
+  if [[ -z "${DIR:-}" ]]; then
+    return
+  fi
+  local d
+  for d in "${DIR[@]}"; do
+    d="$(fix_path "$d")"
+    if [[ "$d" == --dir=* ]]; then
+      cmd_ref+=("$d")
+    else
+      cmd_ref+=(--dir "$d")
+    fi
+  done
+}
+
+expand_params() {
+  local -n _out=$1
+  _out=()
+  if [[ -z "${PARAMETER:-}" ]]; then
+    return
+  fi
+  if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+    local item
+    for item in "${PARAMETER[@]}"; do
+      read -r -a w <<< "$item"
+      _out+=("${w[@]}")
+    done
+  else
+    read -r -a _out <<< "$PARAMETER"
+  fi
+}
+
+build_runtime_cmd() {
+  local runtime="$1"
+  local case="$2"
+  local -n _cmd=$3
+  local wasm="${case}.wasm"
+  local -a params=()
+  expand_params params
+
+  _cmd=()
+  case "$runtime" in
+    dtvm)
+      _cmd=("$DTVM" -m multipass --enable-multipass-lazy
+        --disable-multipass-greedyra --disable-multipass-multithread "$wasm")
+      append_dir_args _cmd
+      if ((${#params[@]})); then _cmd+=(--args "${params[@]}"); fi
+      ;;
+    wasmtime)
+      # Paper / polybench: disable wasmtime module cache (see bench_polybench_timing.sh).
+      export WASMTIME_CACHE="${WASMTIME_CACHE:-0}"
+      _cmd=("$WASMTIME")
+      append_dir_args _cmd
+      _cmd+=("$wasm" "${params[@]}")
+      ;;
+    wasmer_cranelift|wasmer_llvm|wasmer_singlepass)
+      local engine="${runtime#wasmer_}"
+      _cmd=("$WASMER" run "--${engine}" --cache-dir=/dev/null)
+      append_dir_args _cmd
+      if ((${#params[@]})); then
+        _cmd+=("$wasm" "--" "${params[@]}")
+      else
+        _cmd+=("$wasm")
+      fi
+      ;;
+    *)
+      echo "unknown runtime: $runtime" >&2
+      return 1
+      ;;
+  esac
+}
+
+run_with_pipe() {
+  local -n _cmd=$1
+  local out="$2"
+  if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+    if [[ "$case_name" == dice ]]; then
+      echo help | "${_cmd[@]}" >"$out" 2>&1 || true
+    elif [[ "$case_name" == tpl ]]; then
+      echo 'Δ is 123456-123455.' | "${_cmd[@]}" >"$out" 2>&1 || true
+    elif [[ ${#HEAD_COMMAND[@]} -gt 0 && "${HEAD_COMMAND[0]}" == eval ]]; then
+      eval "${COMMAND[*]}" | "${_cmd[@]}" >"$out" 2>&1 || true
+    else
+      "${COMMAND[@]}" | "${_cmd[@]}" >"$out" 2>&1 || true
+    fi
+  else
+    "${_cmd[@]}" >"$out" 2>&1 || true
+  fi
+}
+
+echo "WAPM lazy paper reproduction"
+echo "  repeats=$REPEATS  output=$OUT"
+echo "  cases: ${CASES[*]}"
+echo "  note: zuk replaced by fortune"
+echo "  wasmtime cache: CLEAR=$CLEAR_WASMTIME_CACHE dir=$WASMTIME_CACHE_DIR"
+echo ""
+
+for case_name in "${CASES[@]}"; do
+  load_conf "$case_name"
+  for runtime in "${RUNTIMES[@]}"; do
+    cmd=()
+    build_runtime_cmd "$runtime" "$case_name" cmd
+    echo ">> $case_name / $runtime"
+    for ((r = 1; r <= REPEATS; r++)); do
+      if [[ "$runtime" == wasmtime ]]; then
+        clear_wasmtime_cache
+      fi
+      s=$(date +%s%3N)
+      out="/tmp/wapm_${case_name}_${runtime}_${r}.out"
+      run_with_pipe cmd "$out"
+      ec=$?
+      e=$(date +%s%3N)
+      ms=$((e - s))
+      echo "$case_name,$runtime,$r,$ms,$ec" >>"$CSV"
+    done
+  done
+done
+
+ROOT="$ROOT" python3 - "$OUT" "$CSV" "$REPEATS" "$ROOT" <<'PY'
+import csv
+import sys
+from collections import defaultdict
+from pathlib import Path
+
+out_dir = Path(sys.argv[1])
+csv_path = Path(sys.argv[2])
+repeats = int(sys.argv[3])
+root = Path(sys.argv[4])
+
+
+rows = list(csv.DictReader(csv_path.open()))
+by = defaultdict(list)
+for row in rows:
+    by[(row["case"], row["runtime"])].append(int(row["wall_ms"]))
+
+def avg(vals):
+    return sum(vals) / len(vals) if vals else float("nan")
+
+cases = sorted({r["case"] for r in rows})
+runtimes = ["dtvm", "wasmtime", "wasmer_cranelift", "wasmer_llvm", "wasmer_singlepass"]
+
+md = []
+md.append("# WAPM Lazy Benchmark (paper workflow)\n")
+md.append(f"- Repeats per case/runtime: **{repeats}**")
+md.append("- Cases: 20 (original latency set with **zuk → fortune**)")
+md.append("- DTVM: `dtvm -m multipass --enable-multipass-lazy --disable-multipass-greedyra --disable-multipass-multithread`")
+md.append("- Wasmtime: `WASMTIME_CACHE=0` (module cache off, paper/polybench alignment)")
+md.append("- Wall-clock ms (shell); paper used missing `test_lazy.sh` (likely different instrumentation)\n")
+md.append("## Summary (avg ms)\n")
+hdr = "| case | wasm KB | dtvm | wasmtime | wasmer-cranelift | wasmer-llvm | wasmer-singlepass | wt/dtvm | cr/dtvm | llvm/dtvm | sp/dtvm |"
+md.append(hdr)
+md.append("|" + "---|" * (len(hdr.split("|")) - 1))
+
+import os
+wapm = root / "benchmarks" / "wapm"
+
+for case in cases:
+    wasm = wapm / f"{case}.wasm"
+    kb = wasm.stat().st_size / 1024 if wasm.exists() else 0
+    vals = {}
+    for rt in runtimes:
+        vals[rt] = avg(by.get((case, rt), []))
+    z = vals["dtvm"] or 1.0
+    def ratio(x):
+        return f"{x/z:.2f}" if z and x == x else "n/a"
+    md.append(
+        f"| {case} | {kb:.1f} | {vals['dtvm']:.1f} | {vals['wasmtime']:.1f} | "
+        f"{vals['wasmer_cranelift']:.1f} | {vals['wasmer_llvm']:.1f} | {vals['wasmer_singlepass']:.1f} | "
+        f"{ratio(vals['wasmtime'])} | {ratio(vals['wasmer_cranelift'])} | {ratio(vals['wasmer_llvm'])} | {ratio(vals['wasmer_singlepass'])} |"
+    )
+
+
+summary = out_dir / "SUMMARY.md"
+summary.write_text("\n".join(md) + "\n")
+print(f"Wrote {summary}")
+PY
+
+echo ""
+echo "Results: $CSV"
+echo "Summary: $OUT/SUMMARY.md"
diff --git a/benchmarks/paper/scripts/run_lazy_stats.sh b/benchmarks/paper/scripts/run_lazy_stats.sh
new file mode 100755
index 000000000..8d4825922
--- /dev/null
+++ b/benchmarks/paper/scripts/run_lazy_stats.sh
@@ -0,0 +1,239 @@
+#!/usr/bin/env bash
+# WAPM lazy + DTVM --enable-statistics (ZetaEngine Statistics Total / phases).
+# Paper 20 cases with zuk replaced by fortune (same as run_lazy_20.sh).
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+DTVM="${DTVM:-$ROOT/runtimes/dtvm/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WAPM="${WAPM:-$ROOT/benchmarks/wapm}"
+OUT_DIR="${OUT_DIR:-$ROOT/raw_data/benchs/wapm_lazy_stats_$(date +%Y%m%d_%H%M%S)}"
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+mkdir -p "$OUT_DIR/logs"
+
+if [[ ! -x "$DTVM" ]]; then
+  echo "error: dtvm not executable: $DTVM" >&2
+  exit 1
+fi
+
+# Parse "Phase: N times, avg Xms, total Yms" from statistics report (last match).
+parse_phase_total() {
+  local log="$1" phase="$2"
+  grep -a "$phase" "$log" 2>/dev/null | tail -1 | sed -n 's/.*total \([0-9.]*\)ms.*/\1/p'
+}
+
+parse_total() {
+  grep -a 'Total:' "$1" 2>/dev/null | tail -1 | sed -n 's/.*Total:[[:space:]]*\([0-9.]*\)ms.*/\1/p'
+}
+
+parse_fg_count() {
+  grep -a 'JIT Lazy Compilation(Fg):' "$1" 2>/dev/null | tail -1 | sed -n 's/^\[.*\] \(.*\):[[:space:]]*\([0-9]*\) times.*/\2/p'
+}
+
+cd "$WAPM"
+
+build_dtvm_cmd() {
+  local case="$1"
+  local conf="$WAPM/${case}.wasm.conf"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+
+  if [[ -f "$conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$conf"
+  fi
+  if [[ "$case" == erdtree ]]; then
+    PARAMETER=()
+  fi
+  if [[ "$case" == chkfont || "$case" == figlet ]]; then
+    if [[ -d "$WAPM/fonts" ]]; then
+      DIR=(./fonts)
+    fi
+  fi
+  if [[ "$case" == viu ]]; then
+    DIR=('--dir=.')
+    if [[ -f "$WAPM/parallel-small.png" ]]; then
+      PARAMETER=(parallel-small.png)
+    fi
+  fi
+
+  DTVM_TAIL=("$DTVM" -m multipass --enable-multipass-lazy
+    --disable-multipass-greedyra --disable-multipass-multithread
+    --enable-statistics --log-level info
+    "${case}.wasm")
+
+  if [[ -n "${DIR:-}" ]]; then
+    local d
+    for d in "${DIR[@]}"; do
+      d="${d//case\/wapm\//}"
+      if [[ "$d" == --dir=* ]]; then
+        DTVM_TAIL+=("$d")
+      else
+        DTVM_TAIL+=(--dir "$d")
+      fi
+    done
+  fi
+  if [[ -n "${PARAMETER:-}" ]]; then
+    DTVM_TAIL+=(--args)
+    local item
+    local -a pargs=()
+    if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+      for item in "${PARAMETER[@]}"; do
+        read -r -a w <<< "$item"
+        pargs+=("${w[@]}")
+      done
+    else
+      read -r -a pargs <<< "$PARAMETER"
+    fi
+    DTVM_TAIL+=("${pargs[@]}")
+  fi
+}
+
+run_dtvm_logged() {
+  local log="$1"
+  if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+    # wasm.conf often uses shell pipelines (echo ... | wasm); always eval.
+    eval "${COMMAND[*]}" \| "${DTVM_TAIL[@]}" >"$log" 2>&1 || true
+  else
+    "${DTVM_TAIL[@]}" >"$log" 2>&1 || true
+  fi
+}
+
+run_one_rep() {
+  local case="$1" rep="$2"
+  local log="$OUT_DIR/logs/${case}_rep${rep}.log"
+  build_dtvm_cmd "$case"
+
+  run_dtvm_logged "$log"
+
+  local total load pre fg inst exe fg_n
+  total=$(parse_total "$log")
+  load=$(parse_phase_total "$log" 'Load:')
+  pre=$(parse_phase_total "$log" 'JIT Lazy Precompilation:')
+  fg=$(parse_phase_total "$log" 'JIT Lazy Compilation(Fg):')
+  inst=$(parse_phase_total "$log" 'Instantiation:')
+  exe=$(parse_phase_total "$log" 'Execution:')
+  fg_n=$(parse_fg_count "$log")
+  echo "${total:-},${load:-},${pre:-},${fg:-},${inst:-},${exe:-},${fg_n:-}"
+}
+
+avg_col() {
+  awk -F, -v col="$1" '
+    { s+=$col; n++ }
+    END { if (n>0) printf "%.3f", s/n; else print "" }
+  '
+}
+
+echo "WAPM lazy + statistics"
+echo "  dtvm=$DTVM"
+echo "  repeats=$REPEATS"
+echo "  out=$OUT_DIR"
+echo ""
+
+{
+  echo "case,rep,total_ms,load_ms,precompile_ms,fg_jit_ms,instantiation_ms,execution_ms,fg_compile_count"
+} >"$OUT_DIR/results.csv"
+
+for case in "${CASES[@]}"; do
+  if [[ "$case" == zuk && "$SKIP_ZUK" == 1 ]]; then
+    echo ">> skip $case (SKIP_ZUK=1)"
+    continue
+  fi
+  echo ">> $case"
+  for ((rep = 1; rep <= REPEATS; rep++)); do
+    row=$(run_one_rep "$case" "$rep")
+    echo "$case,$rep,$row" >>"$OUT_DIR/results.csv"
+  done
+done
+
+# Build summary with paper comparison
+PAPER="$ROOT/raw_data/benchs/latencytofirstinvocation.md"
+python3 - "$OUT_DIR" "$PAPER" <<'PY'
+import csv
+import re
+import sys
+from pathlib import Path
+
+out_dir = Path(sys.argv[1])
+paper_md = Path(sys.argv[2])
+
+paper = {}
+if paper_md.is_file():
+    for line in paper_md.read_text().splitlines():
+        m = re.search(r"case/wapm/(\w+)\.wasm", line)
+        if not m:
+            continue
+        cols = [c.strip() for c in line.split("|")]
+        if len(cols) < 4:
+            continue
+        if "avg" in line.lower():
+            continue
+        nums = []
+        for x in re.findall(r"\d+\.?\d*", line):
+            try:
+                nums.append(float(x))
+            except ValueError:
+                pass
+        if len(nums) >= 2:
+            paper[m.group(1)] = nums[1]  # wasm size, then dtvm lazy
+
+by_case = {}
+with (out_dir / "results.csv").open() as f:
+    r = csv.DictReader(f)
+    for row in r:
+        c = row["case"]
+        by_case.setdefault(c, []).append(float(row["total_ms"] or 0))
+
+lines = [
+    "# WAPM lazy + `--enable-statistics`",
+    "",
+    f"- dtvm: `{out_dir}` run",
+    "- Metric: **Statistics Total** (ms), not wall-clock",
+    "",
+    "| case | avg Total (ms) | paper dtvm lazy (ms) | ratio paper/stat | fg compiles (avg) |",
+    "|------|----------------|------------------------|------------------|-------------------|",
+]
+ratios = []
+for case in sorted(by_case.keys()):
+    totals = by_case[case]
+    avg = sum(totals) / len(totals)
+    p = paper.get(case)
+    ratio = f"{p/avg:.2f}" if p and avg > 0 else "-"
+    if p and avg > 0:
+        ratios.append(p / avg)
+    # fg count from last rep average - read from csv
+    fg_counts = []
+    with (out_dir / "results.csv").open() as f:
+        r = csv.DictReader(f)
+        for row in r:
+            if row["case"] == case and row.get("fg_compile_count"):
+                try:
+                    fg_counts.append(int(row["fg_compile_count"]))
+                except ValueError:
+                    pass
+    fg_avg = int(sum(fg_counts) / len(fg_counts)) if fg_counts else "-"
+    pstr = f"{p:.3f}" if p is not None else "-"
+    lines.append(f"| {case} | {avg:.3f} | {pstr} | {ratio} | {fg_avg} |")
+
+if ratios:
+    lines.extend([
+        "",
+        f"- Mean paper/stat ratio (cases with paper data): **{sum(ratios)/len(ratios):.2f}**",
+    ])
+lines.append("")
+(out_dir / "SUMMARY.md").write_text("\n".join(lines))
+print((out_dir / "SUMMARY.md").read_text())
+PY
+
+echo ""
+echo "Done. Results: $OUT_DIR/results.csv"
+echo "Summary:  $OUT_DIR/SUMMARY.md"
diff --git a/benchmarks/paper/scripts/run_lazy_ttfi_est.sh b/benchmarks/paper/scripts/run_lazy_ttfi_est.sh
new file mode 100755
index 000000000..49e261092
--- /dev/null
+++ b/benchmarks/paper/scripts/run_lazy_ttfi_est.sh
@@ -0,0 +1,269 @@
+#!/usr/bin/env bash
+# WAPM lazy TTFI estimate (paper_lazy formula):
+#   ttfi_est = load + precompile + instantiation + (fg_jit / fg_count)
+# Requires dtvm with --enable-statistics. 20 cases: fortune replaces zuk.
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+DTVM="${DTVM:-$ROOT/runtimes/dtvm/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WAPM="${WAPM:-$ROOT/benchmarks/wapm}"
+PAPER="${PAPER:-$ROOT/raw_data/benchs/latencytofirstinvocation.md}"
+OUT_DIR="${OUT_DIR:-$ROOT/raw_data/benchs/wapm_lazy_ttfi_est_$(date +%Y%m%d)}"
+
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+mkdir -p "$OUT_DIR/logs"
+
+if [[ ! -x "$DTVM" ]]; then
+  echo "error: dtvm not executable: $DTVM" >&2
+  exit 1
+fi
+
+parse_phase_total() {
+  local log="$1" phase="$2"
+  grep -a "$phase" "$log" 2>/dev/null | tail -1 | sed -n 's/.*total \([0-9.]*\)ms.*/\1/p'
+}
+
+parse_fg_count() {
+  grep -a 'JIT Lazy Compilation(Fg):' "$1" 2>/dev/null | tail -1 \
+    | sed -n 's/.*Compilation(Fg):[[:space:]]*\([0-9]*\) times.*/\1/p'
+}
+
+calc_ttfi_est() {
+  awk -v load="${1:-0}" -v pre="${2:-0}" -v inst="${3:-0}" -v fg="${4:-0}" -v n="${5:-0}" '
+    BEGIN {
+      if (n + 0 <= 0) { printf "0"; exit }
+      printf "%.4f", load + pre + inst + (fg / n)
+    }'
+}
+
+cd "$WAPM"
+
+build_dtvm_cmd() {
+  local case="$1"
+  local conf="$WAPM/${case}.wasm.conf"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+
+  if [[ -f "$conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$conf"
+  fi
+  if [[ "$case" == erdtree ]]; then
+    PARAMETER=()
+  fi
+  if [[ "$case" == chkfont ]]; then
+    [[ -d "$WAPM/fonts" ]] && DIR=(--dir=./fonts)
+  elif [[ "$case" == figlet ]]; then
+    [[ -d "$WAPM/fonts" ]] && DIR=(--dir=fonts)
+  fi
+  if [[ "$case" == viu ]]; then
+    DIR=(--dir=.)
+    [[ -f "$WAPM/parallel-small.png" ]] && PARAMETER=(parallel-small.png)
+  fi
+
+  DTVM_TAIL=("$DTVM" -m multipass --enable-multipass-lazy
+    --disable-multipass-greedyra --disable-multipass-multithread
+    --enable-statistics --log-level info
+    "${case}.wasm")
+
+  if [[ -n "${DIR:-}" ]]; then
+    local d
+    for d in "${DIR[@]}"; do
+      d="${d//case\/wapm\//}"
+      if [[ "$d" == --dir=* ]]; then
+        DTVM_TAIL+=("$d")
+      else
+        DTVM_TAIL+=(--dir "$d")
+      fi
+    done
+  fi
+  if [[ -n "${PARAMETER:-}" ]]; then
+    DTVM_TAIL+=(--args)
+    local item
+    local -a pargs=()
+    if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+      for item in "${PARAMETER[@]}"; do
+        read -r -a w <<< "$item"
+        pargs+=("${w[@]}")
+      done
+    else
+      read -r -a pargs <<< "$PARAMETER"
+    fi
+    DTVM_TAIL+=("${pargs[@]}")
+  fi
+}
+
+run_dtvm_logged() {
+  local log="$1"
+  if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+    eval "${COMMAND[*]}" \| "${DTVM_TAIL[@]}" >"$log" 2>&1 || true
+  else
+    "${DTVM_TAIL[@]}" >"$log" 2>&1 || true
+  fi
+}
+
+run_one_rep() {
+  local case="$1" rep="$2"
+  local log="$OUT_DIR/logs/${case}_rep${rep}.log"
+  build_dtvm_cmd "$case"
+  run_dtvm_logged "$log"
+
+  local load pre fg inst exe fg_n ttfi stats_total
+  load=$(parse_phase_total "$log" 'Load:')
+  pre=$(parse_phase_total "$log" 'JIT Lazy Precompilation:')
+  fg=$(parse_phase_total "$log" 'JIT Lazy Compilation(Fg):')
+  inst=$(parse_phase_total "$log" 'Instantiation:')
+  exe=$(parse_phase_total "$log" 'Execution:')
+  fg_n=$(parse_fg_count "$log")
+  stats_total=$(grep -a 'Total:' "$log" 2>/dev/null | tail -1 | sed -n 's/.*Total:[[:space:]]*\([0-9.]*\)ms.*/\1/p')
+
+  load=${load:-0}
+  pre=${pre:-0}
+  fg=${fg:-0}
+  inst=${inst:-0}
+  exe=${exe:-0}
+  fg_n=${fg_n:-0}
+  stats_total=${stats_total:-0}
+
+  ttfi=$(calc_ttfi_est "$load" "$pre" "$inst" "$fg" "$fg_n")
+
+  echo "${ttfi},${load},${pre},${inst},${fg},${fg_n},${exe},${stats_total}"
+}
+
+echo "WAPM lazy TTFI estimate"
+echo "  formula: load + precompile + instantiation + (fg_jit / fg_count)"
+echo "  dtvm=$DTVM"
+echo "  repeats=$REPEATS"
+echo "  out=$OUT_DIR"
+echo ""
+
+{
+  echo "case,rep,ttfi_est_ms,load_ms,precompile_ms,instantiation_ms,fg_jit_ms,fg_count,execution_ms,stats_total_ms"
+} >"$OUT_DIR/results.csv"
+
+for case in "${CASES[@]}"; do
+  echo ">> $case"
+  for ((rep = 1; rep <= REPEATS; rep++)); do
+    row=$(run_one_rep "$case" "$rep")
+    echo "$case,$rep,$row" >>"$OUT_DIR/results.csv"
+  done
+done
+
+python3 - "$OUT_DIR" "$PAPER" <<'PY'
+import csv
+import re
+import sys
+from pathlib import Path
+from statistics import mean
+
+out_dir = Path(sys.argv[1])
+paper_md = Path(sys.argv[2])
+
+paper: dict[str, float] = {}
+if paper_md.is_file():
+    for line in paper_md.read_text().splitlines():
+        if "avg" in line.lower():
+            continue
+        m = re.search(r"case/wapm/(\w+)\.wasm", line)
+        if not m:
+            continue
+        plain = re.sub(r"<[^>]+>", "", line)
+        cells = [c.strip() for c in plain.split("|") if c.strip()]
+        if len(cells) >= 3:
+            try:
+                paper[m.group(1)] = float(cells[2].split()[0])
+            except ValueError:
+                pass
+
+rows_by_case: dict[str, list[dict]] = {}
+with (out_dir / "results.csv").open() as f:
+    for row in csv.DictReader(f):
+        rows_by_case.setdefault(row["case"], []).append(row)
+
+lines = [
+    "# WAPM lazy TTFI estimate vs paper",
+    "",
+    "**Formula:** `ttfi_est = load + precompile + instantiation + (fg_jit / fg_count)`",
+    "",
+    f"- Output: `{out_dir}`",
+    f"- dtvm: paper commit (see `runtimes/dtvm/version.txt`)",
+    "- `paper_lazy`: `latencytofirstinvocation.md` dtvm lazy column",
+    "- `ratio`: paper / ttfi_est (1.0 = match)",
+    "",
+    "| case | ttfi_est (avg) | paper_lazy | ratio | fg_count | stats_total |",
+    "|------|---------------:|-----------:|------:|---------:|------------:|",
+]
+
+ratios = []
+for case in sorted(rows_by_case.keys()):
+    reps = rows_by_case[case]
+    ttfi_vals = [float(r["ttfi_est_ms"]) for r in reps if r.get("ttfi_est_ms")]
+    if not ttfi_vals:
+        continue
+    avg_ttfi = mean(ttfi_vals)
+    avg_total = mean(float(r["stats_total_ms"]) for r in reps if r.get("stats_total_ms"))
+    fg_n = int(mean(float(r["fg_count"]) for r in reps if r.get("fg_count")))
+    p = paper.get(case)
+    if case == "fortune":
+        p = paper.get("zuk")  # paper table used zuk
+    ratio_s = f"{p/avg_ttfi:.3f}" if p and avg_ttfi > 0 else "-"
+    if p and avg_ttfi > 0:
+        ratios.append(p / avg_ttfi)
+    p_s = f"{p:.3f}" if p is not None else "-"
+    note = " (paper=zuk)" if case == "fortune" and p else ""
+    lines.append(
+        f"| {case}{note} | {avg_ttfi:.3f} | {p_s} | {ratio_s} | {fg_n} | {avg_total:.1f} |"
+    )
+
+if ratios:
+    abs_err = [abs(r - 1.0) for r in ratios]
+    lines += [
+        "",
+        f"- Cases with paper data: **{len(ratios)}** (fortune compared to zuk)",
+        f"- Mean paper/ttfi_est: **{mean(ratios):.3f}**",
+        f"- Mean |paper/ttfi_est − 1|: **{mean(abs_err):.3f}**",
+    ]
+
+lines += ["", "## Per-rep raw data", "", "See `results.csv` and `logs/`.", ""]
+(out_dir / "SUMMARY.md").write_text("\n".join(lines))
+
+# machine-readable summary for scripts
+with (out_dir / "summary.csv").open("w", newline="") as f:
+    w = csv.writer(f)
+    w.writerow(["case", "ttfi_est_avg_ms", "paper_lazy_ms", "paper_over_est", "fg_count_avg", "stats_total_avg_ms"])
+    for case in sorted(rows_by_case.keys()):
+        reps = rows_by_case[case]
+        ttfi_vals = [float(r["ttfi_est_ms"]) for r in reps if r.get("ttfi_est_ms")]
+        if not ttfi_vals:
+            continue
+        avg_ttfi = mean(ttfi_vals)
+        p = paper.get(case)
+        if case == "fortune":
+            p = paper.get("zuk")
+        w.writerow([
+            case,
+            f"{avg_ttfi:.4f}",
+            "" if p is None else f"{p:.4f}",
+            "" if not p or avg_ttfi <= 0 else f"{p/avg_ttfi:.4f}",
+            int(mean(float(r["fg_count"]) for r in reps if r.get("fg_count"))),
+            f"{mean(float(r['stats_total_ms']) for r in reps if r.get('stats_total_ms')):.4f}",
+        ])
+
+print((out_dir / "SUMMARY.md").read_text())
+PY
+
+echo ""
+echo "Done."
+echo "  $OUT_DIR/results.csv"
+echo "  $OUT_DIR/summary.csv"
+echo "  $OUT_DIR/SUMMARY.md"
diff --git a/benchmarks/paper/scripts/run_polybench.sh b/benchmarks/paper/scripts/run_polybench.sh
new file mode 100755
index 000000000..bcf3bdd53
--- /dev/null
+++ b/benchmarks/paper/scripts/run_polybench.sh
@@ -0,0 +1,47 @@
+#!/usr/bin/env bash
+# Polybench runner skeleton.
+# Requires webassembly-testsuites checkout and runtime binaries on PATH.
+set -euo pipefail
+
+RUNTIME="${1:-iwasm}"
+SUITE="polybenchc"
+
+# TODO: set WEBASSEMBLY_TESTSUITES to your checkout path
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+WEBASSEMBLY_TESTSUITES="${WEBASSEMBLY_TESTSUITES:-$SCRIPT_DIR/webassembly-testsuites}"
+
+if [[ ! -d "$WEBASSEMBLY_TESTSUITES" ]]; then
+  echo "Error: WEBASSEMBLY_TESTSUITES not found: $WEBASSEMBLY_TESTSUITES" >&2
+  echo "Clone the webassembly-testsuites repo, or symlink case/ here via setup_polybench_case.sh" >&2
+  exit 1
+fi
+
+if [[ ! -e "$WEBASSEMBLY_TESTSUITES/case/benchmark/polybenchc" ]]; then
+  "$SCRIPT_DIR/setup_polybench_case.sh"
+fi
+
+cd "$WEBASSEMBLY_TESTSUITES"
+
+case "$RUNTIME" in
+  dtvm)
+    DTVM_BIN="${DTVM:-$(cd "$SCRIPT_DIR/.." && pwd)/runtimes/dtvm/dtvm}"
+    if [[ ! -x "$DTVM_BIN" ]]; then
+      echo "Error: dtvm not found: $DTVM_BIN (build per runtimes/dtvm/BUILD.md)" >&2
+      exit 1
+    fi
+    ./runtest_webassembly.py -r "$DTVM_BIN" \
+      --dtvm-options="${DTVM_OPTIONS:--m multipass --disable-multipass-greedyra --disable-multipass-multithread}" \
+      -s "$SUITE"
+    ;;
+  wasmtime)
+    WT="${WASMTIME:-$(cd "$SCRIPT_DIR/.." && pwd)/runtimes/wasmtime-31.0.0/out/wasmtime}"
+    ./runtest_webassembly.py -r "$WT" -s "$SUITE"
+    ;;
+  iwasm)
+    IW="${IWASM:-$(cd "$SCRIPT_DIR/.." && pwd)/runtimes/wamr-1.2.3/out/iwasm}"
+    ./runtest_webassembly.py -r "$IW" -s "$SUITE"
+    ;;
+  *)
+    ./runtest_webassembly.py -r "$RUNTIME" -s "$SUITE"
+    ;;
+esac
diff --git a/benchmarks/paper/scripts/run_polybench_ttfi_compare.sh b/benchmarks/paper/scripts/run_polybench_ttfi_compare.sh
new file mode 100755
index 000000000..a9b8518f1
--- /dev/null
+++ b/benchmarks/paper/scripts/run_polybench_ttfi_compare.sh
@@ -0,0 +1,190 @@
+#!/usr/bin/env bash
+# PolyBench/C TTFI (Total compilation time) — same metric as WAPM scripts.
+#
+# Parses stdout:
+#   Total compilation time: <ms> ms (<µs> μs)
+#   Execution N: <ms> ms
+#
+# Usage:
+#   run_polybench_ttfi_compare.sh <runtime> [profile] [repeats] [out_dir]
+#   runtime: dtvm | wasmtime | wasmer
+#   profile: dtvm multipass_greedy_mt | wasmer singlepass|cranelift|llvm | wasmtime default
+set -euo pipefail
+
+RUNTIME="${1:?runtime: dtvm|wasmtime|wasmer}"
+PROFILE="${2:-default}"
+REPEATS="${3:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+CASE_DIR="${CASE_DIR:-$ROOT/benchmarks/polybenchc}"
+
+if [[ $# -ge 4 && -n "${4:-}" ]]; then
+  OUT="${4}"
+else
+  tag="$RUNTIME"
+  [[ "$RUNTIME" == wasmer ]] && tag="wasmer_${PROFILE}"
+  [[ "$RUNTIME" == dtvm ]] && tag="dtvm_${PROFILE}"
+  OUT="$ROOT/raw_data/benchs/polybench_${tag}_ttfi_$(date +%Y%m%d_%H%M%S)"
+fi
+[[ "$OUT" != /* ]] && OUT="$ROOT/$OUT"
+
+DTVM="${DTVM:-$ROOT/runtimes/dtvm_main/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WASMTIME="${WASMTIME:-$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime}"
+WASMER="${WASMER:-$ROOT/runtimes/wasmer-7.1.0/out/wasmer}"
+WASMTIME_CACHE_DIR="${WASMTIME_CACHE_DIR:-$HOME/.cache/wasmtime}"
+CLEAR_WASMTIME_CACHE="${CLEAR_WASMTIME_CACHE:-1}"
+
+export WASMTIME_CACHE=0
+
+mkdir -p "$OUT/logs"
+
+mapfile -t CASES < <(find "$CASE_DIR" -maxdepth 1 -name '*.wasm' -printf '%f\n' | sed 's/\.wasm$//' | sort)
+
+clear_wasmtime_cache() {
+  if [[ "$CLEAR_WASMTIME_CACHE" == "1" ]]; then
+    rm -rf "$WASMTIME_CACHE_DIR"
+  fi
+}
+
+run_one() {
+  local case="$1" log="$2"
+  case "$RUNTIME" in
+    dtvm)
+      case "$PROFILE" in
+        multipass_greedy_mt)
+          "$DTVM" "${case}.wasm" -m multipass --enable-statistics \
+            >"$log" 2>&1 || true
+          ;;
+        lazy)
+          # WAPM paper: multipass lazy, greedy RA + MT off
+          "$DTVM" "${case}.wasm" -m multipass --enable-multipass-lazy \
+            --disable-multipass-greedyra --disable-multipass-multithread \
+            --enable-statistics >"$log" 2>&1 || true
+          ;;
+        lazy_greedy_mt)
+          "$DTVM" "${case}.wasm" -m multipass --enable-multipass-lazy --enable-statistics \
+            >"$log" 2>&1 || true
+          ;;
+        multipass)
+          "$DTVM" "${case}.wasm" -m multipass \
+            --disable-multipass-greedyra --disable-multipass-multithread \
+            --enable-statistics >"$log" 2>&1 || true
+          ;;
+        *)
+          echo "unknown dtvm profile: $PROFILE" >&2
+          return 2
+          ;;
+      esac
+      ;;
+    wasmtime)
+      clear_wasmtime_cache
+      "$WASMTIME" run "$CASE_DIR/${case}.wasm" --invoke main >"$log" 2>&1 || true
+      ;;
+    wasmer)
+      "$WASMER" run "--${PROFILE}" --cache-dir=/dev/null \
+        "$CASE_DIR/${case}.wasm" -q >"$log" 2>&1 || true
+      ;;
+    *)
+      echo "unknown runtime: $RUNTIME" >&2
+      return 2
+      ;;
+  esac
+}
+
+echo "PolyBench TTFI -> $OUT"
+echo "  runtime: $RUNTIME  profile: $PROFILE"
+echo "  repeats: $REPEATS"
+case "$RUNTIME" in
+  dtvm) echo "  binary: $DTVM" ;;
+  wasmtime)
+    echo "  binary: $WASMTIME"
+    echo "  WASMTIME_CACHE=0  clear_cache=$CLEAR_WASMTIME_CACHE"
+    ;;
+  wasmer) echo "  binary: $WASMER  --cache-dir=/dev/null" ;;
+esac
+echo "  cases: ${#CASES[@]}"
+echo ""
+
+cd "$CASE_DIR"
+for case in "${CASES[@]}"; do
+  echo ">> $case"
+  for ((r = 1; r <= REPEATS; r++)); do
+    run_one "$case" "$OUT/logs/${case}_${r}.log"
+  done
+done
+
+RUNTIME="$RUNTIME" PROFILE="$PROFILE" REPEATS="$REPEATS" OUT="$OUT" python3 <<'PY'
+import re
+from pathlib import Path
+from statistics import mean
+
+runtime = __import__("os").environ["RUNTIME"]
+profile = __import__("os").environ["PROFILE"]
+repeats = int(__import__("os").environ["REPEATS"])
+out = Path(__import__("os").environ["OUT"])
+
+compile_re = re.compile(r"Total compilation time: \d+ ms \((\d+) [μµ]s\)")
+exec_re = re.compile(r"Execution \d+: ([\d.]+) ms")
+
+cases = sorted({p.stem.rsplit("_", 1)[0] for p in out.glob("logs/*.log")})
+rows = []
+for case in cases:
+    compiles, execs = [], []
+    for r in range(1, repeats + 1):
+        log = out / "logs" / f"{case}_{r}.log"
+        if not log.exists():
+            continue
+        text = log.read_text(encoding="utf-8", errors="replace")
+        cm = compile_re.search(text)
+        if cm:
+            compiles.append(int(cm.group(1)) / 1000.0)
+        em = exec_re.search(text)
+        if em:
+            execs.append(float(em.group(1)))
+    if not compiles:
+        rows.append((case, None, None))
+        continue
+    rows.append((case, mean(compiles), mean(execs) if execs else None))
+
+csv = out / "results.csv"
+with csv.open("w") as f:
+    f.write("case,compile_ms,execution_ms\n")
+    for case, c, e in rows:
+        cs = "" if c is None else f"{c:.3f}"
+        es = "" if e is None else f"{e:.3f}"
+        f.write(f"{case},{cs},{es}\n")
+
+md = [
+    f"# PolyBench TTFI (`{runtime}`",
+]
+if runtime != "wasmtime":
+    md[0] += f" / `{profile}`"
+md[0] += ")\n\n"
+md += [
+    f"- Repeats: **{repeats}** per case\n",
+    "- **compile**: `Total compilation time` in stdout (WAPM metric)\n",
+    "- **exec**: first `Execution N` line\n",
+    "\n| case | compile ms | exec ms |\n",
+    "|---|---:|---:|\n",
+]
+ok = 0
+for case, c, e in rows:
+    if c is None:
+        md.append(f"| {case} | n/a | n/a |\n")
+    else:
+        ok += 1
+        es = f"{e:.3f}" if e is not None else "n/a"
+        md.append(f"| {case} | {c:.3f} | {es} |\n")
+compiles = [c for _, c, _ in rows if c is not None]
+if compiles:
+    md.append(f"\n**Cases with compile line:** {ok}/{len(rows)}\n")
+    md.append(f"**Median compile ms:** {sorted(compiles)[len(compiles)//2]:.3f}\n")
+    md.append(f"**Mean compile ms:** {mean(compiles):.3f}\n")
+(out / "COMPARE.md").write_text("".join(md))
+print(f"Wrote {csv}")
+print(f"Wrote {out / 'COMPARE.md'}")
+PY
+
+echo ""
+echo "Done: $OUT/COMPARE.md"
diff --git a/benchmarks/paper/scripts/run_polybench_ttfi_round.sh b/benchmarks/paper/scripts/run_polybench_ttfi_round.sh
new file mode 100755
index 000000000..ee0eb91f7
--- /dev/null
+++ b/benchmarks/paper/scripts/run_polybench_ttfi_round.sh
@@ -0,0 +1,73 @@
+#!/usr/bin/env bash
+# PolyBench TTFI round: DTVM main + wasmtime 45 + wasmer 7.1 (3 backends).
+# Same metric as WAPM (Total compilation time). Default 1 repeat per case (faster).
+set -euo pipefail
+
+REPEATS="${1:-1}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+STAMP="$(date +%Y%m%d_%H%M%S)"
+BENCH_ROOT="$ROOT/raw_data/benchs/polybench_ttfi_${STAMP}"
+SCRIPT_DIR="$(dirname "$0")"
+
+DTVM="${DTVM:-$ROOT/runtimes/dtvm_main/dtvm}"
+source "$ROOT/scripts/common.sh"
+warn_if_debug_dtvm "$DTVM"
+WASMTIME="${WASMTIME:-$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime}"
+WASMER="${WASMER:-$ROOT/runtimes/wasmer-7.1.0/out/wasmer}"
+
+export DTVM WASMTIME WASMER
+export WASMTIME_CACHE=0
+export CLEAR_WASMTIME_CACHE=1
+
+ttfi_hits="$(strings "$DTVM" 2>/dev/null | grep -c 'Total compilation time' || true)"
+if [[ "${ttfi_hits:-0}" -lt 1 ]]; then
+  echo "error: DTVM binary missing TTFI strings: $DTVM" >&2
+  exit 1
+fi
+
+mkdir -p "$BENCH_ROOT"
+chmod +x "$SCRIPT_DIR/run_polybench_ttfi_compare.sh"
+
+echo "=== PolyBench TTFI round -> $BENCH_ROOT ==="
+echo "  dtvm:      $DTVM"
+echo "  wasmtime: $WASMTIME ($($WASMTIME --version 2>&1 | head -1))"
+echo "  wasmer:   $WASMER ($($WASMER --version 2>&1 | head -1))"
+echo "  repeats:  $REPEATS"
+echo ""
+
+DTVM="$DTVM" "$SCRIPT_DIR/run_polybench_ttfi_compare.sh" dtvm lazy "$REPEATS" \
+  "$BENCH_ROOT/dtvm_lazy"
+DTVM="$DTVM" "$SCRIPT_DIR/run_polybench_ttfi_compare.sh" dtvm multipass_greedy_mt "$REPEATS" \
+  "$BENCH_ROOT/dtvm_multipass_greedy_mt"
+WASMTIME="$WASMTIME" "$SCRIPT_DIR/run_polybench_ttfi_compare.sh" wasmtime default "$REPEATS" \
+  "$BENCH_ROOT/wasmtime45"
+for engine in singlepass cranelift llvm; do
+  if [[ "$engine" == llvm ]] && ! "$WASMER" run --help 2>&1 | grep -q -- '--llvm'; then
+    echo "SKIP wasmer llvm (binary not built with llvm feature)"
+    continue
+  fi
+  WASMER="$WASMER" "$SCRIPT_DIR/run_polybench_ttfi_compare.sh" wasmer "$engine" "$REPEATS" \
+    "$BENCH_ROOT/wasmer_${engine}"
+done
+
+export BENCH_ROOT
+export OUT_DIR="$BENCH_ROOT/table"
+export DTVM_CSV="$BENCH_ROOT/dtvm_lazy/results.csv"
+export DTVM_GREEDY_CSV="$BENCH_ROOT/dtvm_multipass_greedy_mt/results.csv"
+export WT_CSV="$BENCH_ROOT/wasmtime45/results.csv"
+export WASMER_SP_CSV="$BENCH_ROOT/wasmer_singlepass/results.csv"
+export WASMER_CF_CSV="$BENCH_ROOT/wasmer_cranelift/results.csv"
+export WASMER_LLVM_CSV="$BENCH_ROOT/wasmer_llvm/results.csv"
+export DTVM_VERSION="$ROOT/runtimes/dtvm_main/version.txt"
+python3 "$SCRIPT_DIR/build_polybench_ttfi_table.py"
+
+cp "$BENCH_ROOT/table/polybench_ttfi_compare.md" \
+  "$ROOT/raw_data/benchs/polybench_ttfi_compare_latest.md"
+cp "$BENCH_ROOT/table/polybench_ttfi_compare.csv" \
+  "$ROOT/raw_data/benchs/polybench_ttfi_compare_latest.csv"
+
+echo ""
+echo "Done:"
+echo "  $ROOT/raw_data/benchs/polybench_ttfi_compare_latest.md"
+echo "  $ROOT/raw_data/benchs/polybench_ttfi_compare_latest.csv"
+echo "  $BENCH_ROOT/"
diff --git a/benchmarks/paper/scripts/run_wapm_local_full_round.sh b/benchmarks/paper/scripts/run_wapm_local_full_round.sh
new file mode 100755
index 000000000..cdacf4392
--- /dev/null
+++ b/benchmarks/paper/scripts/run_wapm_local_full_round.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+# One-shot: build runtimes (if needed), run all WAPM TTFI benches, emit local paper-style table.
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+STAMP="$(date +%Y%m%d_%H%M%S)"
+BENCH_ROOT="$ROOT/raw_data/benchs/wapm_local_round_${STAMP}"
+
+DTVM="${DTVM:-$(cd "$ROOT/../.." && pwd)/build/dtvm}"
+export DTVM
+
+echo "=== WAPM local full round -> $BENCH_ROOT ==="
+mkdir -p "$BENCH_ROOT"
+
+# 1) dtvm + wasmtime
+DTVM_WT_OUT="$BENCH_ROOT/dtvm_wt"
+DTVM="$DTVM" "$(dirname "$0")/run_dtvm_wt_compile_round.sh" "$REPEATS" "$DTVM_WT_OUT"
+
+# 2) wasmer backends
+WASMER_OUT_CR="$BENCH_ROOT/wasmer_cranelift"
+WASMER_OUT_SP="$BENCH_ROOT/wasmer_singlepass"
+"$(dirname "$0")/run_wasmer_ttfi_compare.sh" "$REPEATS" "$WASMER_OUT_CR" cranelift
+"$(dirname "$0")/run_wasmer_ttfi_compare.sh" "$REPEATS" "$WASMER_OUT_SP" singlepass
+
+# 3) merge table
+OUT_DIR="$BENCH_ROOT/table" \
+  DTVM_LOG_DIR="$DTVM_WT_OUT/logs/dtvm" \
+  WT_CSV="$DTVM_WT_OUT/wt/results.csv" \
+  WASMER_CR_CSV="$WASMER_OUT_CR/results.csv" \
+  WASMER_SP_CSV="$WASMER_OUT_SP/results.csv" \
+  ROOT="$ROOT" \
+  python3 "$(dirname "$0")/build_wapm_local_table.py"
+
+cp "$BENCH_ROOT/table/wapm_local_latency_table.md" "$ROOT/raw_data/benchs/wapm_local_latency_table.md"
+cp "$BENCH_ROOT/table/wapm_local_latency_table.csv" "$ROOT/raw_data/benchs/wapm_local_latency_table.csv"
+
+echo ""
+echo "Done."
+echo "  Round dir: $BENCH_ROOT"
+echo "  Table:     $ROOT/raw_data/benchs/wapm_local_latency_table.md"
diff --git a/benchmarks/paper/scripts/run_wapm_v45_v71_round.sh b/benchmarks/paper/scripts/run_wapm_v45_v71_round.sh
new file mode 100755
index 000000000..e624b7c1d
--- /dev/null
+++ b/benchmarks/paper/scripts/run_wapm_v45_v71_round.sh
@@ -0,0 +1,76 @@
+#!/usr/bin/env bash
+# WAPM compile-time round: dtvm (DTVM) + wasmtime 45.0.0 + wasmer 7.1.0
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+STAMP="$(date +%Y%m%d_%H%M%S)"
+BENCH_ROOT="$ROOT/raw_data/benchs/wapm_v45_v71_${STAMP}"
+
+DTVM="${DTVM:-$(cd "$ROOT/../.." && pwd)/build/dtvm}"
+WASMTIME="${WASMTIME:-$ROOT/runtimes/wasmtime-45.0.0/out/wasmtime}"
+WASMER="${WASMER:-$ROOT/runtimes/wasmer-7.1.0/out/bin/wasmer}"
+
+export DTVM WASMTIME WASMER
+export WASMTIME_CACHE=0
+export CLEAR_WASMTIME_CACHE=1
+
+echo "=== WAPM v45/v71 round -> $BENCH_ROOT ==="
+echo "  dtvm:      $DTVM"
+echo "  wasmtime: $WASMTIME ($($WASMTIME --version 2>&1 | head -1))"
+echo "  wasmer:   $WASMER ($($WASMER --version 2>&1 | head -1))"
+echo "  repeats:  $REPEATS"
+echo ""
+
+mkdir -p "$BENCH_ROOT"
+
+# dtvm + wasmtime
+DTVM_WT_OUT="$BENCH_ROOT/dtvm_wt"
+DTVM="$DTVM" WASMTIME="$WASMTIME" \
+  "$(dirname "$0")/run_dtvm_wt_compile_round.sh" "$REPEATS" "$DTVM_WT_OUT"
+
+# wasmer backends
+for engine in cranelift singlepass llvm; do
+  if [[ "$engine" == llvm ]]; then
+    if ! "$WASMER" run --help 2>&1 | grep -q -- '--llvm'; then
+      echo "SKIP wasmer llvm (binary not built with llvm feature)"
+      continue
+    fi
+  fi
+  WASMER="$WASMER" "$(dirname "$0")/run_wasmer_ttfi_compare.sh" \
+    "$REPEATS" "$BENCH_ROOT/wasmer_${engine}" "$engine"
+done
+
+LLVM_CSV="$BENCH_ROOT/wasmer_llvm/results.csv"
+export OUT_DIR="$BENCH_ROOT/table"
+export DTVM_LOG_DIR="$DTVM_WT_OUT/logs/dtvm"
+export WT_CSV="$DTVM_WT_OUT/wt/results.csv"
+export WASMER_CR_CSV="$BENCH_ROOT/wasmer_cranelift/results.csv"
+export WASMER_SP_CSV="$BENCH_ROOT/wasmer_singlepass/results.csv"
+export ROOT="$ROOT"
+if [[ -f "$LLVM_CSV" ]]; then
+  export WASMER_LLVM_CSV="$LLVM_CSV"
+else
+  unset WASMER_LLVM_CSV 2>/dev/null || true
+fi
+python3 "$(dirname "$0")/build_wapm_local_table.py"
+
+cp "$BENCH_ROOT/table/wapm_local_latency_table.md" \
+  "$ROOT/raw_data/benchs/wapm_v45_v71_latency_table.md"
+cp "$BENCH_ROOT/table/wapm_local_latency_table.csv" \
+  "$ROOT/raw_data/benchs/wapm_v45_v71_latency_table.csv"
+
+# Append version banner
+{
+  echo ""
+  echo "---"
+  echo ""
+  echo "**Runtimes:** wasmtime 45.0.0, wasmer 7.1.0 (cranelift + singlepass + llvm), dtvm (DTVM \`build/dtvm\`)"
+  echo ""
+  echo "**LLVM:** \`${LLVM_SYS_211_PREFIX:-/opt/LLVM-21.1.8-Linux-X64}\`"
+  echo ""
+  echo "**Data dir:** \`$BENCH_ROOT\`"
+} >> "$ROOT/raw_data/benchs/wapm_v45_v71_latency_table.md"
+
+echo ""
+echo "Done: $ROOT/raw_data/benchs/wapm_v45_v71_latency_table.md"
diff --git a/benchmarks/paper/scripts/run_wasmer_ttfi_compare.sh b/benchmarks/paper/scripts/run_wasmer_ttfi_compare.sh
new file mode 100755
index 000000000..e0c9ab6bc
--- /dev/null
+++ b/benchmarks/paper/scripts/run_wasmer_ttfi_compare.sh
@@ -0,0 +1,238 @@
+#!/usr/bin/env bash
+# Run patched wasmer on WAPM cases; compare Total compilation vs paper wasmer_* logs.
+# Usage: run_wasmer_ttfi_compare.sh [repeats] [out_dir] [engine]
+#   engine: cranelift | singlepass | llvm (default: cranelift)
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+ENGINE="${3:-cranelift}"
+OUT="${2:-$ROOT/raw_data/benchs/wasmer_${ENGINE}_ttfi_$(date +%Y%m%d_%H%M%S)}"
+[[ "$OUT" != /* ]] && OUT="$ROOT/$OUT"
+WAPM="$ROOT/benchmarks/wapm"
+WASMER="${WASMER:-$ROOT/runtimes/wasmer-5.0.4/out/bin/wasmer}"
+
+case "$ENGINE" in
+  cranelift) PAPER_LOG="$ROOT/reference_logs/py_tools/wasmer_crane_compile_time.txt" ;;
+  singlepass) PAPER_LOG="$ROOT/reference_logs/py_tools/wasmer_singlepass_compile_time.txt" ;;
+  llvm) PAPER_LOG="$ROOT/reference_logs/py_tools/wasmer_llvm_compile_time.txt" ;;
+  *) echo "unknown engine: $ENGINE" >&2; exit 1 ;;
+esac
+PAPER_MD="$ROOT/raw_data/benchs/latencytofirstinvocation.md"
+PAPER_COL="wasmer_${ENGINE}"
+
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+mkdir -p "$OUT/logs"
+
+cd "$WAPM"
+load_conf() {
+  local case="$1"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+  if [[ -f "$WAPM/${case}.wasm.conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$WAPM/${case}.wasm.conf"
+  fi
+  if [[ "$case" == erdtree ]]; then PARAMETER=(); fi
+  if [[ "$case" == chkfont ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=./fonts)
+  elif [[ "$case" == figlet ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=fonts)
+  elif [[ "$case" == viu ]]; then
+    DIR=(--dir=.)
+    [[ -f "$WAPM/parallel-small.png" ]] && PARAMETER=(parallel-small.png)
+  fi
+}
+
+fix_path() { local s="$1"; s="${s//case\/wapm\//}"; printf '%s' "$s"; }
+
+build_cmd() {
+  local case="$1"
+  local -n _cmd=$2
+  local -a params=()
+  if [[ -n "${PARAMETER:-}" ]]; then
+    if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+      local item
+      for item in "${PARAMETER[@]}"; do
+        read -r -a w <<< "$item"
+        params+=("${w[@]}")
+      done
+    else
+      read -r -a params <<< "$PARAMETER"
+    fi
+  fi
+  _cmd=("$WASMER" run "--${ENGINE}" --cache-dir=/dev/null)
+  if [[ -n "${DIR:-}" ]]; then
+    local d
+    for d in "${DIR[@]}"; do
+      d="$(fix_path "$d")"
+      if [[ "$d" == --dir=* ]]; then _cmd+=("$d"); else _cmd+=(--dir "$d"); fi
+    done
+  fi
+  if ((${#params[@]})); then
+    _cmd+=("${case}.wasm" "--" "${params[@]}")
+  else
+    _cmd+=("${case}.wasm")
+  fi
+}
+
+run_case() {
+  local case="$1"
+  local log="$2"
+  local cmd=()
+  build_cmd "$case" cmd
+  if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+    if [[ "$case" == dice ]]; then
+      echo help | "${cmd[@]}" >"$log" 2>&1 || true
+    elif [[ "$case" == tpl ]]; then
+      echo 'Δ is 123456-123455.' | "${cmd[@]}" >"$log" 2>&1 || true
+    elif [[ ${#HEAD_COMMAND[@]} -gt 0 && "${HEAD_COMMAND[0]}" == eval ]]; then
+      eval "${COMMAND[*]}" | "${cmd[@]}" >"$log" 2>&1 || true
+    else
+      "${COMMAND[@]}" | "${cmd[@]}" >"$log" 2>&1 || true
+    fi
+  else
+    "${cmd[@]}" >"$log" 2>&1 || true
+  fi
+}
+
+echo "wasmer TTFI compare -> $OUT"
+echo "  binary: $WASMER"
+echo "  engine: $ENGINE"
+echo "  repeats: $REPEATS"
+echo "  paper log: $PAPER_LOG"
+echo ""
+
+for case in "${CASES[@]}"; do
+  load_conf "$case"
+  echo ">> $case"
+  for ((r = 1; r <= REPEATS; r++)); do
+    run_case "$case" "$OUT/logs/${case}_${r}.log"
+  done
+done
+
+ROOT="$ROOT" OUT="$OUT" PAPER_LOG="$PAPER_LOG" PAPER_MD="$PAPER_MD" \
+  PAPER_COL="$PAPER_COL" ENGINE="$ENGINE" REPEATS="$REPEATS" python3 <<'PY'
+import re
+from collections import defaultdict
+from pathlib import Path
+from statistics import mean
+
+root = Path(__import__("os").environ["ROOT"])
+out = Path(__import__("os").environ["OUT"])
+paper_log = Path(__import__("os").environ["PAPER_LOG"])
+paper_md = Path(__import__("os").environ["PAPER_MD"])
+paper_col = __import__("os").environ["PAPER_COL"]
+engine = __import__("os").environ["ENGINE"]
+repeats = int(__import__("os").environ["REPEATS"])
+
+compile_re = re.compile(r"Total compilation time: \d+ ms \((\d+) [μµ]s\)")
+exec_re = re.compile(r"Execution \d+: ([\d.]+) ms")
+
+# Paper latency table column index (dtvm=2, wasmtime=3, wasmer_cranelift=4, ...)
+col_idx = {
+    "wasmer_cranelift": 4,
+    "wasmer_llvm": 5,
+    "wasmer_singlepass": 6,
+}.get(paper_col, 4)
+latency_paper = {}
+if paper_md.is_file():
+    for line in paper_md.read_text(encoding="utf-8", errors="replace").splitlines():
+        m = re.search(r"case/wapm/([\w-]+)\.wasm", line)
+        if not m or "avg" in line.lower():
+            continue
+        plain = re.sub(r"<[^>]+>", "", line)
+        cells = [c.strip() for c in plain.split("|") if c.strip()]
+        if len(cells) > col_idx:
+            try:
+                latency_paper[m.group(1)] = float(cells[col_idx])
+            except ValueError:
+                pass
+
+paper_compile = defaultdict(list)
+current_cmd = None
+if paper_log.is_file():
+    paper_log_lines = paper_log.read_text(encoding="utf-8", errors="replace").splitlines()
+else:
+    paper_log_lines = []
+for line in paper_log_lines:
+    if line.startswith("Executing command:"):
+        current_cmd = line
+        continue
+    m = compile_re.search(line)
+    if m and current_cmd:
+        case_m = re.search(r"case/wapm/([\w-]+)\.wasm", current_cmd)
+        if case_m:
+            paper_compile[case_m.group(1)].append(int(m.group(1)) / 1000.0)
+paper_compile_avg = {k: mean(v) for k, v in paper_compile.items()}
+
+cases = sorted({p.stem.rsplit("_", 1)[0] for p in out.glob("logs/*.log")})
+rows = []
+for case in cases:
+    compiles, execs = [], []
+    for r in range(1, repeats + 1):
+        log = out / "logs" / f"{case}_{r}.log"
+        if not log.exists():
+            continue
+        text = log.read_text(encoding="utf-8", errors="replace")
+        cm = compile_re.search(text)
+        if cm:
+            compiles.append(int(cm.group(1)) / 1000.0)
+        em = exec_re.search(text)
+        if em:
+            execs.append(float(em.group(1)))
+    if not compiles:
+        continue
+    c_avg = mean(compiles)
+    e_avg = mean(execs) if execs else float("nan")
+    p_comp = paper_compile_avg.get(case)
+    p_lat = latency_paper.get(case)
+    rows.append((case, c_avg, e_avg, p_comp, p_lat))
+rows.sort(key=lambda r: r[0])
+
+csv = out / "results.csv"
+ratios = []
+with csv.open("w") as f:
+    f.write(
+        "case,compile_ms,execution_ms,paper_compile_ms,paper_latency_ms,ratio_compile\n"
+    )
+    for case, c, e, pc, pl in rows:
+        ratio = c / pc if pc else None
+        if ratio is not None:
+            ratios.append(ratio)
+        ratio_s = f"{ratio:.2f}" if ratio is not None else ""
+        f.write(f"{case},{c:.3f},{e:.3f},{pc or ''},{pl or ''},{ratio_s}\n")
+
+md = [
+    f"# Wasmer TTFI compare (`{engine}`)\n",
+    f"- Repeats: **{repeats}** per case\n",
+    "- `--cache-dir=/dev/null` (paper)\n",
+    "- **compile**: `Total compilation time` (µs in parens)\n",
+    f"- **paper compile**: avg from `{paper_log.name}`\n",
+    f"- **paper latency**: `{paper_col}` column in latency table\n",
+    "\n| case | compile ms | paper compile | C ratio | exec ms | paper latency |\n",
+    "|---|---:|---:|---:|---:|---:|\n",
+]
+for case, c, e, pc, pl in rows:
+    if pc:
+        md.append(
+            f"| {case} | {c:.3f} | {pc:.3f} | {c/pc:.2f} | {e:.3f} | {pl or 'n/a'} |\n"
+        )
+    else:
+        md.append(f"| {case} | {c:.3f} | n/a | n/a | {e:.3f} | n/a |\n")
+if ratios:
+    md.append(f"\n**Mean compile ratio (this/paper):** {mean(ratios):.2f}\n")
+(out / "COMPARE.md").write_text("".join(md))
+print(f"Wrote {csv}")
+print(f"Wrote {out / 'COMPARE.md'}")
+PY
+
+echo ""
+echo "Done: $OUT/COMPARE.md"
diff --git a/benchmarks/paper/scripts/run_wasmtime_ttfi_compare.sh b/benchmarks/paper/scripts/run_wasmtime_ttfi_compare.sh
new file mode 100755
index 000000000..ea129679d
--- /dev/null
+++ b/benchmarks/paper/scripts/run_wasmtime_ttfi_compare.sh
@@ -0,0 +1,241 @@
+#!/usr/bin/env bash
+# Run patched wasmtime on WAPM cases; compare Total compilation / Execution vs paper logs.
+set -euo pipefail
+
+REPEATS="${1:-3}"
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+OUT="${2:-$ROOT/raw_data/benchs/wasmtime_ttfi_compare_$(date +%Y%m%d_%H%M%S)}"
+[[ "$OUT" != /* ]] && OUT="$ROOT/$OUT"
+WAPM="$ROOT/benchmarks/wapm"
+WT="${WASMTIME:-$ROOT/runtimes/wasmtime-31.0.0/out/wasmtime}"
+PAPER_LOG="$ROOT/reference_logs/py_tools/wasmtime_compile_time.txt"
+PAPER_MD="$ROOT/raw_data/benchs/latencytofirstinvocation.md"
+
+export WASMTIME_CACHE=0
+WASMTIME_CACHE_DIR="${WASMTIME_CACHE_DIR:-$HOME/.cache/wasmtime}"
+CLEAR_WASMTIME_CACHE="${CLEAR_WASMTIME_CACHE:-1}"
+
+clear_wasmtime_cache() {
+  if [[ "$CLEAR_WASMTIME_CACHE" == "1" ]]; then
+    rm -rf "$WASMTIME_CACHE_DIR"
+  fi
+}
+
+CASES=(
+  amirali base64cli chkfont code-stock cowsay dice echo erdtree figlet
+  irb md5 pi pkg1 qr2text sam suggest tpl uuid viu fortune
+)
+
+mkdir -p "$OUT/logs"
+
+cd "$WAPM"
+load_conf() {
+  local case="$1"
+  unset DIR HEAD_COMMAND COMMAND PARAMETER 2>/dev/null || true
+  HEAD_COMMAND=()
+  COMMAND=()
+  PARAMETER=()
+  DIR=()
+  if [[ -f "$WAPM/${case}.wasm.conf" ]]; then
+    # shellcheck source=/dev/null
+    source "$WAPM/${case}.wasm.conf"
+  fi
+  if [[ "$case" == erdtree ]]; then PARAMETER=(); fi
+  if [[ "$case" == chkfont ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=./fonts)
+  elif [[ "$case" == figlet ]] && [[ -d "$WAPM/fonts" ]]; then
+    DIR=(--dir=fonts)
+  elif [[ "$case" == viu ]]; then
+    DIR=(--dir=.)
+    [[ -f "$WAPM/parallel-small.png" ]] && PARAMETER=(parallel-small.png)
+  fi
+}
+
+fix_path() { local s="$1"; s="${s//case\/wapm\//}"; printf '%s' "$s"; }
+
+build_cmd() {
+  local case="$1"
+  local -n _cmd=$2
+  local -a params=()
+  if [[ -n "${PARAMETER:-}" ]]; then
+    if declare -p PARAMETER 2>/dev/null | grep -q 'declare \-a'; then
+      local item
+      for item in "${PARAMETER[@]}"; do
+        read -r -a w <<< "$item"
+        params+=("${w[@]}")
+      done
+    else
+      read -r -a params <<< "$PARAMETER"
+    fi
+  fi
+  _cmd=("$WT")
+  if [[ -n "${DIR:-}" ]]; then
+    local d
+    for d in "${DIR[@]}"; do
+      d="$(fix_path "$d")"
+      if [[ "$d" == --dir=* ]]; then _cmd+=("$d"); else _cmd+=(--dir "$d"); fi
+    done
+  fi
+  _cmd+=("${case}.wasm" "${params[@]}")
+}
+
+run_case() {
+  local case="$1"
+  local log="$2"
+  local cmd=()
+  build_cmd "$case" cmd
+  if [[ ${#COMMAND[@]} -gt 0 && -n "${COMMAND[0]:-}" ]]; then
+    if [[ "$case" == dice ]]; then
+      echo help | "${cmd[@]}" >"$log" 2>&1 || true
+    elif [[ "$case" == tpl ]]; then
+      echo 'Δ is 123456-123455.' | "${cmd[@]}" >"$log" 2>&1 || true
+    elif [[ ${#HEAD_COMMAND[@]} -gt 0 && "${HEAD_COMMAND[0]}" == eval ]]; then
+      eval "${COMMAND[*]}" | "${cmd[@]}" >"$log" 2>&1 || true
+    else
+      "${COMMAND[@]}" | "${cmd[@]}" >"$log" 2>&1 || true
+    fi
+  else
+    "${cmd[@]}" >"$log" 2>&1 || true
+  fi
+}
+
+echo "wasmtime TTFI compare -> $OUT"
+echo "  binary: $WT"
+echo "  repeats: $REPEATS  WASMTIME_CACHE=$WASMTIME_CACHE"
+echo "  clear cache: $CLEAR_WASMTIME_CACHE ($WASMTIME_CACHE_DIR)"
+echo ""
+
+for case in "${CASES[@]}"; do
+  load_conf "$case"
+  echo ">> $case"
+  for ((r = 1; r <= REPEATS; r++)); do
+    clear_wasmtime_cache
+    run_case "$case" "$OUT/logs/${case}_${r}.log"
+  done
+done
+
+ROOT="$ROOT" OUT="$OUT" PAPER_LOG="$PAPER_LOG" PAPER_MD="$PAPER_MD" REPEATS="$REPEATS" python3 <<'PY'
+import re
+import sys
+from collections import defaultdict
+from pathlib import Path
+from statistics import mean
+
+root = Path(__import__("os").environ["ROOT"])
+out = Path(__import__("os").environ["OUT"])
+paper_log = Path(__import__("os").environ["PAPER_LOG"])
+paper_md = Path(__import__("os").environ["PAPER_MD"])
+repeats = int(__import__("os").environ["REPEATS"])
+
+compile_re = re.compile(
+    r"Total compilation time: \d+ ms \((\d+) [μµ]s\)"
+)
+exec_re = re.compile(r"Execution \d+: ([\d.]+) ms")
+
+# Paper latency table (wasmtime column, ms); optional reference input
+latency_wt = {}
+if paper_md.is_file():
+    for line in paper_md.read_text(encoding="utf-8", errors="replace").splitlines():
+        m = re.search(r"case/wapm/([\w-]+)\.wasm", line)
+        if not m or "avg" in line.lower():
+            continue
+        plain = re.sub(r"<[^>]+>", "", line)
+        cells = [c.strip() for c in plain.split("|") if c.strip()]
+        if len(cells) >= 4:
+            latency_wt[m.group(1)] = float(cells[3])
+
+# Paper compile-time log averages (10 runs per case block); optional reference input
+paper_compile = defaultdict(list)
+current_cmd = None
+paper_log_lines = (
+    paper_log.read_text(encoding="utf-8", errors="replace").splitlines()
+    if paper_log.is_file() else []
+)
+for line in paper_log_lines:
+    if line.startswith("Executing command:"):
+        current_cmd = line
+        continue
+    m = compile_re.search(line)
+    if m and current_cmd:
+        case_m = re.search(r"case/wapm/([\w-]+)\.wasm", current_cmd)
+        if case_m:
+            paper_compile[case_m.group(1)].append(int(m.group(1)) / 1000.0)
+
+paper_compile_avg = {k: mean(v) for k, v in paper_compile.items()}
+
+cases = sorted({p.stem.rsplit("_", 1)[0] for p in out.glob("logs/*.log")})
+rows = []
+for case in cases:
+    compiles, execs, walls = [], [], []
+    for r in range(1, repeats + 1):
+        log = out / "logs" / f"{case}_{r}.log"
+        if not log.exists():
+            continue
+        text = log.read_text(encoding="utf-8", errors="replace")
+        cm = compile_re.search(text)
+        if cm:
+            compiles.append(int(cm.group(1)) / 1000.0)
+        em = exec_re.search(text)
+        if em:
+            execs.append(float(em.group(1)))
+        # wall: first line with guest output timing not available; use compile+exec approx
+    if not compiles:
+        continue
+    c_avg = mean(compiles)
+    e_avg = mean(execs) if execs else float("nan")
+    p_comp = paper_compile_avg.get(case)
+    p_lat = latency_wt.get(case)
+    rows.append((case, c_avg, e_avg, p_comp, p_lat))
+rows.sort(key=lambda r: r[0])
+
+csv = out / "results.csv"
+ratios = []
+with csv.open("w") as f:
+    f.write(
+        "case,compile_ms,execution_ms,paper_compile_ms,paper_latency_wt_ms,ratio_compile\n"
+    )
+    for case, c, e, pc, pl in rows:
+        ratio = c / pc if pc else None
+        if ratio is not None:
+            ratios.append(ratio)
+        ratio_s = f"{ratio:.2f}" if ratio is not None else ""
+        f.write(
+            f"{case},{c:.3f},{e:.3f},{pc or ''},{pl or ''},{ratio_s}\n"
+        )
+
+md = [
+    "# Wasmtime TTFI compare (patched `out/wasmtime`)\n",
+    f"- Repeats: **{repeats}** per case\n",
+    "- `WASMTIME_CACHE=0`\n",
+    "- **compile**: `Total compilation time` in stdout\n",
+    "- **exec**: `Execution 1` (instantiate+invoke)\n",
+    "- **paper compile**: avg from `wasmtime_compile_time.txt` (10 runs/case)\n",
+    "- **paper latency**: wasmtime column in `latencytofirstinvocation.md` (different metric)\n",
+    "\n| case | compile ms | paper compile | C ratio | exec ms | paper latency wt |\n",
+    "|---|---:|---:|---:|---:|---:|\n",
+]
+for case, c, e, pc, pl in rows:
+    if pc and pl:
+        md.append(
+            f"| {case} | {c:.3f} | {pc:.3f} | {c/pc:.2f} | {e:.3f} | {pl:.1f} |\n"
+        )
+    else:
+        md.append(f"| {case} | {c:.3f} | n/a | n/a | {e:.3f} | n/a |\n")
+if ratios:
+    md.append(f"\n**Mean compile ratio (this/paper):** {mean(ratios):.2f}\n")
+md.append("\n## Notes\n")
+md.append(
+    "- `paper latency wt` is the paper table wall/TTFI (~21ms echo), not `Total compilation time`.\n"
+)
+md.append(
+    "- `paper compile` is from `wasmtime_compile_time.txt` (~2ms amirali, ~20ms echo).\n"
+)
+
+summary = out / "COMPARE.md"
+summary.write_text("".join(md))
+print(f"Wrote {csv}")
+print(f"Wrote {summary}")
+PY
+
+echo ""
+echo "Done: $OUT/COMPARE.md"
diff --git a/benchmarks/paper/scripts/setup_polybench_case.sh b/benchmarks/paper/scripts/setup_polybench_case.sh
new file mode 100755
index 000000000..20190d8e4
--- /dev/null
+++ b/benchmarks/paper/scripts/setup_polybench_case.sh
@@ -0,0 +1,17 @@
+#!/usr/bin/env bash
+# Create case symlinks for the webassembly-testsuites runner:
+#   case/benchmark/polybenchc -> benchmarks/polybenchc
+#   case/wapm               -> benchmarks/wapm
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+RUNNER="$ROOT/scripts/webassembly-testsuites"
+
+mkdir -p "$RUNNER/case/benchmark"
+ln -sfn "$(cd "$ROOT/benchmarks/polybenchc" && pwd)" "$RUNNER/case/benchmark/polybenchc"
+ln -sfn "$(cd "$ROOT/benchmarks/wapm" && pwd)" "$RUNNER/case/wapm"
+
+pb_count="$(find -L "$RUNNER/case/benchmark/polybenchc" -maxdepth 1 -name '*.wasm' | wc -l)"
+wapm_count="$(find -L "$RUNNER/case/wapm" -maxdepth 1 -name '*.wasm' | wc -l)"
+echo "Linked $RUNNER/case/benchmark/polybenchc -> benchmarks/polybenchc ($pb_count wasm files)"
+echo "Linked $RUNNER/case/wapm               -> benchmarks/wapm ($wapm_count wasm files)"
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/README.md b/benchmarks/paper/scripts/webassembly-testsuites/README.md
new file mode 100644
index 000000000..6f7077798
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/README.md
@@ -0,0 +1,24 @@
+# webassembly-testsuites Runner (snapshot)
+
+A snapshot of the test-runner framework from `webassembly-testsuites`, used to reproduce the runner commands for the polybenchc / wapm suites.
+
+## Files
+
+- `runtest_webassembly.py` — main test entry
+- `configuration/` — iwasm / wasmtime / wasmer / dtvm runtime configs
+
+## Usage
+
+Must run inside a complete `webassembly-testsuites` directory layout (`case/benchmark/...` paths). This repo's benchmark binaries live under `benchmarks/`; symlink them in or clone the full testsuite and replace the corresponding directory.
+
+```bash
+# at the webassembly-testsuites root
+./runtest_webassembly.py -r iwasm -s polybenchc
+./runtest_webassembly.py -r wasmtime -s polybenchc
+./runtest_webassembly.py -r dtvm -s polybenchc
+./runtest_webassembly.py -r "wasmer run" -s polybenchc
+```
+
+## Source
+
+Mirrored from the webassembly-testsuites repository.
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/__init__.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/dtvm_config.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/dtvm_config.py
new file mode 100644
index 000000000..141b6b105
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/configuration/dtvm_config.py
@@ -0,0 +1,7 @@
+from runtime_config import runtime_config
+
+class runtime_config(runtime_config):
+    fOption = "-f"
+    fargsOptions = "--args"
+    args_list = ""
+    dir = "ON"
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/iwasm_config.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/iwasm_config.py
new file mode 100644
index 000000000..7522c5d87
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/configuration/iwasm_config.py
@@ -0,0 +1,6 @@
+from runtime_config import runtime_config
+
+class runtime_config(runtime_config):
+    fOption = "-f"
+    fargsOptions = ""
+    memory_options = "--heap-size=0 --stack-size=8000000"
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/runtime_config.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/runtime_config.py
new file mode 100644
index 000000000..0766f59ec
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/configuration/runtime_config.py
@@ -0,0 +1,7 @@
+class runtime_config:
+    fOption = ""
+    func = ""
+    fargsOptions = ""
+    args_list = ""
+    memory_options = ""
+    command_template = "{command} {wasm_file} {dtvm_options} {fOption} {func} {fargsOptions} {args_list}"
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/suite_config.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/suite_config.py
new file mode 100644
index 000000000..18664bf21
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/configuration/suite_config.py
@@ -0,0 +1,14 @@
+class suite_config():
+    command = ""
+    casetype = ".wasm"
+    expected = "ON"
+    dir = ""
+    func = ""
+    type = ""
+    input_command = ":"
+    parameter = ""
+    args_list = ""
+    fOption = ""
+    iwasm_fOption = ""
+    dtvm_fOption = ""
+    fargsOptions = ""
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/wasmer_config.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/wasmer_config.py
new file mode 100644
index 000000000..e89b8a103
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/configuration/wasmer_config.py
@@ -0,0 +1,5 @@
+from runtime_config import runtime_config
+
+class runtime_config(runtime_config):
+    fOption = "-i"
+    command_template = "{command} run {wasm_file} {dtvm_options} {fOption} {func} {fargsOptions} {args_list}"
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/configuration/wasmtime_config.py b/benchmarks/paper/scripts/webassembly-testsuites/configuration/wasmtime_config.py
new file mode 100644
index 000000000..87926153a
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/configuration/wasmtime_config.py
@@ -0,0 +1,4 @@
+from runtime_config import runtime_config
+
+class runtime_config(runtime_config):
+    fOption = "--invoke"
diff --git a/benchmarks/paper/scripts/webassembly-testsuites/runtest_webassembly.py b/benchmarks/paper/scripts/webassembly-testsuites/runtest_webassembly.py
new file mode 100755
index 000000000..1ddba7abe
--- /dev/null
+++ b/benchmarks/paper/scripts/webassembly-testsuites/runtest_webassembly.py
@@ -0,0 +1,423 @@
+#!/usr/bin/env python3
+
+import os
+import sys
+import time
+import difflib
+import argparse
+import subprocess
+import re
+
+base_dir = os.path.split(os.path.realpath(__file__))[0]
+sys.path.append(base_dir)
+
+startdir = os.getcwd()
+os.chdir(base_dir)
+
+parser = argparse.ArgumentParser()
+
+parser.add_argument("-r", "--run", dest = "run", nargs = '+',
+                     default = ["iwasm"],
+                     help = "specify a runtime [path/to]([iwasm] / wasmtime / dtvm / wasmer run)")
+parser.add_argument("-s", "--suite", dest = "suite_name", nargs = '+',
+                     default = [ 'c', 'emcc', 'wasi', 'wapm', 'issues', 'wabench', 'java2wasm', 'malformed', 'libsodium', 'polybenchc', 'sightglass', 'smartcontract', 'standalone', 'perfcontract', 'assemblyscript' ],
+                     help = "Specify a test suite [test suite name]([c] / emcc / wasi / wapm / spec / issues / wabench / java2wasm / malformed / libsodium / polybenchc / sightglass / smartcontract / standalone / perfcontract / assemblyscript )")
+parser.add_argument("--dtvm-options", dest = "dtvm_options", nargs = '?', default = "", help = "options for dtvm cli")
+
+args = parser.parse_args()
+
+class commandline_parsing:
+    def __init__(self):
+        
+        runstr = "".join(args.run)
+
+        if runstr.startswith('/') == True:
+            self.argsrun = runstr
+        elif '..' in runstr:
+            self.argsrun = startdir + "/" + runstr
+        elif './' in runstr:
+            argsrunstr = runstr.replace(".", "")
+            self.argsrun = startdir + argsrunstr
+        elif '/' not in runstr:
+            self.argsrun = runstr
+
+        if '/' in self.argsrun:
+            self.runtime = self.argsrun.rsplit('/', 1)[1]
+            self.command_detection()
+        else:
+            self.runtime = self.argsrun
+
+    def command_detection(self):
+        if os.path.isfile(self.argsrun) == False and not os.access(self.argsrun, os.X_OK):
+            print("\033[31mCommand exception: Command %s" % self.runtime + " not found!\033[0m")
+            sys.exit(127)
+        elif os.path.isfile("configuration/" + self.runtime + "_config.py") == False:
+            print("\033[31mConfiguration exception: No runtime configuration file found!\033[0m")
+            sys.exit(128)
+
+class Statistics:
+    init_flag = False
+
+    def __init__(self):
+        if Statistics.init_flag:
+            return
+
+        self.fail = 0
+        self.succ = 0
+        self.ignore = 0
+        
+        Statistics.init_flag = True
+
+    def addSucc(self, inc = 1):
+        self.succ += inc
+
+    def addFail(self, inc = 1):
+        self.fail += inc
+
+    def addIgnore(self, inc = 1):
+        self.ignore += inc
+
+class Runner:
+    def __init__(self):
+        
+        configuration_dir = base_dir + '/configuration'
+        sys.path.append(configuration_dir)
+        self.commandline_parsing = commandline_parsing()
+        runtime_cfg = self.commandline_parsing.runtime + "_config"
+        config_module = __import__('configuration.' + runtime_cfg, fromlist = runtime_cfg)
+        self.runtime_config = config_module.runtime_config()
+        
+        self.suite_config = None
+        self.case_config = None
+        self.workdir = "case/" + suite
+        if not os.path.exists(self.workdir) and "standalone" in suite:
+            self.workdir = "case/standalone/" + suite
+        if not os.path.exists(self.workdir):
+            self.workdir = "case/benchmark/" + suite
+        self.statistics = Statistics()
+
+    def getSuiteCases(self, suite):
+        case_list = []
+        
+        for root, dirs, files in os.walk(self.workdir):
+            files.sort()
+            for file in files:
+                if file.endswith(self.suite_config.casetype):
+                    file = os.path.join(root, file)
+                    dir_count = self.workdir.count("/", 4, len(self.workdir))
+                    if suite == "issues":
+                        casedirnum = dir_count + 2
+                    else:
+                        casedirnum = dir_count + 1
+                    if casedirnum == file.count("/", 4, len(file)) or self.suite_config.type == "java":
+                        case_list.append(file)
+        return case_list
+
+    def getfOption(self, cfg_bool):
+        attribute_name = self.commandline_parsing.runtime + "_fOption"
+        runtime_fOption = getattr(self.suite_config, attribute_name)
+        case_fOption_bool = hasattr(self.case_config, "fOption")
+        if runtime_fOption != "" and case_fOption_bool == True and cfg_bool == True:
+            fOption = runtime_fOption + ' %s' %self.case_config.fOption
+            func = self.case_config.func
+        elif runtime_fOption != "":
+            fOption = runtime_fOption
+            func = self.suite_config.func
+        elif cfg_bool == True and self.suite_config.fOption != "":
+            fOption = self.suite_config.fOption
+            func = self.case_config.func
+        elif cfg_bool == True and case_fOption_bool == True:
+            fOption = self.case_config.fOption
+            func = self.case_config.func
+        else:
+            fOption = self.suite_config.fOption
+            func = self.suite_config.func
+
+        if cfg_bool == True and self.case_config.dir != "":
+            fOption = self.case_config.dir + " %s" % fOption
+
+        return fOption, func
+
+
+    def getCaseargs(self, args):
+        try:
+            getattr(self.case_config, args)
+            return getattr(self.case_config, args)
+        except AttributeError as e:
+            return getattr(self.suite_config, args)
+
+    def getParams(self):
+        if '>&' in self.case_config.parameter or self.case_config.parameter.startswith('|') == True or self.case_config.parameter.startswith('>'):
+            fargsOptions = ""
+            args_list = self.case_config.parameter
+        elif " > " in self.case_config.parameter and self.runtime_config.args_list != "":
+            fargsOptions = ""
+            parameter_list = self.case_config.parameter.split(" >", 1)
+            args_list = '--args ' + parameter_list[0] + ' > %s' %parameter_list[1]
+        elif self.case_config.parameter != "":
+            fargsOptions = self.runtime_config.fargsOptions
+            args_list = self.case_config.parameter
+        elif self.case_config.func == "":
+            fargsOptions = ""
+            args_list = self.suite_config.parameter
+        else:
+            fargsOptions = self.suite_config.fargsOptions
+            args_list = self.suite_config.parameter
+
+        return fargsOptions, args_list
+
+    def runAllSuites(self):
+        self.test_start = time.time()
+        case_config_dir = base_dir + '/' + self.workdir
+        sys.path.append(case_config_dir)
+
+        suite_module = __import__(self.workdir.replace('/', '.') + ".config", fromlist = "config")
+        self.suite_config = suite_module.SuiteConfig()
+
+        if os.path.isfile(self.workdir + "/config.py") == False:
+            print("\033[31mParameter exception: The suit parameter input is abnormal or the suit configuration file does not exist!\033[0m")
+            sys.exit(2)
+
+        expected = self.suite_config.expected
+        self.case_num = len(self.getSuiteCases(suite))
+        print("\n##################################  %s" % self.suite_config.testname + "TEST START  #####################################")
+        for case_name in self.getSuiteCases(suite):
+            configuration_file = case_name.rsplit('.', 1)[0] + "_config.py"
+            cfg_bool = os.path.exists(configuration_file)
+            args_list = self.suite_config.parameter
+            command = self.commandline_parsing.argsrun
+
+            if cfg_bool == True:
+                case_cfg = configuration_file.rsplit('/', 1)[1].rsplit('.', 1)[0]
+                workdir = self.workdir
+                if "passed" in configuration_file:
+                    workdir = self.workdir + "/passed"
+                elif "notpass" in configuration_file:
+                    workdir = self.workdir + "/notpass"
+
+                if workdir.count("/", 4, len(workdir)) == 2:
+                    case_module = __import__(workdir.replace('/', '.') + "." + case_cfg, fromlist = case_cfg)
+                else:
+                    case_module = __import__("case." + self.workdir.rsplit("/", 1)[1] + "." + case_cfg, fromlist = case_cfg)
+                self.case_config = case_module.config()
+                expected = self.case_config.expected
+                func = self.case_config.func
+                if self.suite_config.command != "":
+                    command = "".join(self.suite_config.command).format(input_command = self.case_config.input_command, runtime = self.commandline_parsing.argsrun, memory_options = self.runtime_config.memory_options)
+                fargsOptions, args_list = self.getParams()
+                fOption, func = self.getfOption(cfg_bool)
+            else:
+                fOption, func = self.getfOption(cfg_bool)
+                fargsOptions = self.suite_config.fargsOptions
+
+            if 'workdir' in args_list:
+                args_list = args_list.replace('workdir', self.workdir)
+            self.runOneCase(command, fOption, func, case_name, fargsOptions, args_list, expected)
+
+        self.info(self.statistics.succ, self.statistics.fail, self.statistics.ignore)
+
+        ret_code = self.retCode(self.statistics.fail)
+        if suite == "issues" or suite == "trophies":
+            ret_code = 0
+        return ret_code
+
+    def getCommand(self):
+        try:
+            self.suite_config.command_template
+            return self.suite_config.command_template
+        except AttributeError as e:
+            return self.runtime_config.command_template
+
+    def getExpected(self, expected_bool, is_regex_expected, regex_file):
+
+        if is_regex_expected == True:
+            expected = self.runExpected(regex_file)
+        elif expected_bool == True:
+            expected = self.runExpected(regex_file)
+        else:
+            expected = "OFF"
+
+        return expected
+
+    def runExpected(self, expected_file):
+        expected_str = open(expected_file, "r", encoding = "utf-8", errors = 'ignore').read()
+        if expected_str != "" and expected_str[-1] == '\n':
+            expected = expected_str[:expected_str.rfind('\n')]
+        else:
+            expected = expected_str
+        return expected
+
+    def sysRun(self, command, case_name):
+        print("command: %s" % command)
+        run_subprocess = subprocess.Popen(command, shell = True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+        output, error = run_subprocess.communicate()
+        self.return_code = run_subprocess.wait()
+        self.result_str = output.decode('utf-8', "ignore")
+
+    def removeNumbers(self, str):
+        str = newstring = ''.join([i for i in str if not i.isdigit()])
+        return str
+
+    def checkExpected(self, wasm_name, result_str, expected, is_regex = False):
+        result = result_str.rstrip(u'\x00').rstrip()
+        expected = expected.rstrip(u'\x00').rstrip()
+
+        if is_regex:
+            findall = re.findall(expected, result)
+            if findall:
+                return True
+        if result == expected:
+            return True
+
+        print("\nexpected: \n%s" % expected + "\n\nresult: \n%s" % result)
+
+        return False
+    
+    def checkIgnore(self, ignore_case):
+        universal_ignore = runtime_ignore = interp_ignore = ""
+        ignore_case_bool = hasattr(self.suite_config, 'ignore_case')
+        runtime_ignore_bool = hasattr(self.suite_config, self.commandline_parsing.runtime + '_ignore')
+        interp_ignore_bool = hasattr(self.suite_config, 'interp_ignore')
+        multipass_ignore_bool = hasattr(self.suite_config, 'multipass_ignore')
+        dtvm_options = args.dtvm_options
+        is_dtvm_interpreter = dtvm_options.find('-m 0') >= 0 or dtvm_options.find('-m interpreter') >= 0
+        is_dtvm_singlepass = dtvm_options.find('-m 1') >= 0 or dtvm_options.find('-m singlepass') >= 0
+        is_dtvm_multipass = dtvm_options.find('-m 2') >= 0 or dtvm_options.find('-m multipass') >= 0
+
+        if ignore_case_bool == True and ignore_case in self.suite_config.ignore_case:
+            return True
+        if runtime_ignore_bool == True and ignore_case in getattr(self.suite_config, self.commandline_parsing.runtime + '_ignore'):
+            return True
+        if self.commandline_parsing.runtime == "dtvm":
+            if is_dtvm_interpreter and interp_ignore_bool and ignore_case in self.suite_config.interp_ignore:
+                return True
+            if is_dtvm_multipass and multipass_ignore_bool and ignore_case in self.suite_config.multipass_ignore:
+                return True
+        return False
+
+    def javaCheck(self, case_name):
+        newcase = case_name.replace('$', '\$')
+        if self.suite_config.type == 'java':
+            ignore_case = newcase.split('/', 2)[2]
+        else:
+            ignore_case = case_name.rsplit('/', 1)[1]
+        return newcase, ignore_case
+
+    def formatCommandString(self, command_str):
+        if command_str.startswith(':'):
+            command_str = command_str.replace(': |', '')
+        return command_str
+
+    def mergeSpaces(self, string):
+        words = string.split()
+        merged_string = ' '.join(words)
+        return merged_string
+
+    def sysRunCheck(self, command_str, command, fOption, func, case_name, newcase, fargsOptions, args_list):
+        command = self.formatCommandString(command)
+
+        if suite == "gas-meter":
+            fO_list = fOption.split(',')
+            for op in fO_list:
+                string = command_str.format(command = command, wasm_file = newcase, dtvm_options = args.dtvm_options, fOption = fOption, func = func, fargsOptions = fargsOptions, args_list = args_list)
+                command = self.mergeSpaces(string)
+                self.sysRun(command, case_name)
+                if "1000000000" in self.result_str and "Exception: out of gas" not in self.result_str:
+                    self.return_code = 1
+                    break
+                elif "35000000000" in self.result_str and "Exception: out of gas" in self.result_str:
+                    self.return_code = 1
+                    break
+        else:
+            string = command_str.format(command = command, wasm_file = newcase, dtvm_options = args.dtvm_options, fOption = fOption, func = func, fargsOptions = fargsOptions, args_list = args_list)
+            command = self.mergeSpaces(string)
+            self.sysRun(command, case_name)
+
+    def runOneCase(self, command, fOption, func, case_name, fargsOptions, args_list, expected):
+        case_start = time.time()
+        command_str = self.getCommand()
+        if self.runtime_config.memory_options != "":
+            command_str = command_str.replace('{wasm_file}', '').replace('{fargsOptions}', '{wasm_file} {fargsOptions}')
+        newcase, ignore_case = self.javaCheck(case_name)
+        wasm_name = case_name.rsplit('/', 1)[1]
+        workdir = os.path.dirname(case_name) + '/'
+        expected_bool = os.path.exists(case_name + ".expected")
+        case_regex = case_name + ".expected_regex"
+        runtime_regex = workdir + self.commandline_parsing.runtime +  '_' + wasm_name + ".expected_regex"
+
+        if os.path.exists(case_regex):
+            is_regex_expected = True
+            regex_file = case_regex
+        elif os.path.exists(runtime_regex):
+            is_regex_expected = True
+            regex_file = runtime_regex
+        else:
+            is_regex_expected = False
+            regex_file = case_name + ".expected"
+
+        expected = self.getExpected(expected_bool, is_regex_expected, regex_file)
+
+        if self.checkIgnore(ignore_case):
+            print("test {:75} ........ \033[1;33m [IGNORE]\033[0m".format(case_name))
+            self.statistics.addIgnore()
+        else:
+            print("testing {:72} ........ \033[1;32m \033[0m".format(case_name))
+            self.sysRunCheck(command_str, command, fOption, func, case_name, newcase, fargsOptions, args_list)
+            if expected != "OFF" and self.checkExpected(wasm_name, self.result_str, expected, is_regex_expected):
+                print("test {:75} ........ \033[1;32m [PASSED]\033[0m".format(case_name))
+                self.statistics.addSucc()
+            elif self.return_code == 1 and self.checkExpected(wasm_name, self.result_str, expected, is_regex_expected):
+                print("test {:75} ........ \033[1;32m [PASSED]\033[0m".format(case_name))
+                self.statistics.addSucc()
+            elif expected == "OFF" and self.return_code == 0:
+                print("test {:75} ........ \033[1;32m [PASSED]\033[0m".format(case_name))
+                self.statistics.addSucc()
+            elif self.suite_config.type == "malformed" and not self.result_str.startswith("Segmentation fault"):
+                print("test {:75} ........ \033[1;32m [PASSED]\033[0m".format(case_name))
+                self.statistics.addSucc()
+            elif "issues/notpass" in case_name and self.return_code != 0:
+                print("test {:75} ........ \033[1;32m [PASSED]\033[0m".format(case_name))
+                self.statistics.addSucc()
+            elif 'Exception' in self.result_str:
+                print("test {:75} ........ \033[1;31m [FAILED]\033[0m".format(case_name))
+                self.statistics.addFail()
+            else:
+                print("test {:75} ........ \033[1;31m [FAILED]\033[0m".format(case_name))
+                self.falseValidation(expected, wasm_name)
+                self.statistics.addFail()
+
+        case_end = time.time()
+        current_number = self.statistics.succ + self.statistics.fail + self.statistics.ignore
+        self.testprogress(current_number, self.case_num, case_start, case_end)
+
+    def testprogress(self, current_number, total_number, case_start, case_end):
+        Proportion = 100 * current_number / total_number
+        print("Currently executed case: {}/{} ,Testing time-consuming: {:.3f} ms, The test progress is: {:.2f}%".format(current_number, total_number, (case_end - case_start) * 1000, Proportion))
+
+    def info(self, succ_cnt, fail_cnt, ignore_cnt):
+        test_end = time.time()
+
+        print("\n##################################  %s" % self.suite_config.testname + "TEST END  #####################################")
+        print("run {} test cases in {:.3f} ms, {} passed, {} ignore, {} failed"
+        .format(succ_cnt + fail_cnt + ignore_cnt, (test_end - self.test_start) * 1000, succ_cnt, ignore_cnt, fail_cnt))
+
+    def falseValidation(self, expected, wasm_name):
+        if self.return_code == 0:
+            print("\033[31mVerification exception: The result obtained by the test does not match the expected result, and the verification fails!\033[0m")
+        else:
+            print("\033[31mVerification exception: the status return value of the test command is not 0, verification failed!!\033[0m")
+    
+    def retCode(self, fail_cnt):
+        if fail_cnt != 0:
+            ret_code = 101
+        else:
+            ret_code = 0
+        return ret_code
+
+if __name__ == '__main__':
+    for suite in args.suite_name:
+        ret_code = Runner().runAllSuites()
+        if ret_code != 0:
+            sys.exit(ret_code)
+
+        Statistics.init_flag = False