build(deps): bump actions/download-artifact from 7 to 8 by dependabot[bot] · Pull Request #753 · JuliaParallel/Dagger.jl

dependabot · 2026-09-14T12:22:44Z

Bumps actions/download-artifact from 7 to 8.

Release notes

Sourced from actions/download-artifact's releases.

v8.0.0

v8 - What's new

[!IMPORTANT] actions/download-artifact@v8 has been migrated to an ESM module. This should be transparent to the caller but forks might need to make significant changes.

[!IMPORTANT] Hash mismatches will now error by default. Users can override this behavior with a setting change (see below).

Direct downloads

To support direct uploads in actions/upload-artifact, the action will no longer attempt to unzip all downloaded files. Instead, the action checks the Content-Type header ahead of unzipping and skips non-zipped files. Callers wishing to download a zipped file as-is can also set the new skip-decompress parameter to true.

Enforced checks (breaking)

A previous release introduced digest checks on the download. If a download hash didn't match the expected hash from the server, the action would log a warning. Callers can now configure the behavior on mismatch with the digest-mismatch parameter. To be secure by default, we are now defaulting the behavior to error which will fail the workflow run.

ESM

To support new versions of the @actions/* packages, we've upgraded the package to ESM.

What's Changed

Don't attempt to un-zip non-zipped downloads by @danwkennedy in actions/download-artifact#460

Add a setting to specify what to do on hash mismatch and default it to error by @danwkennedy in actions/download-artifact#461

Full Changelog: actions/download-artifact@v7...v8.0.0

Commits

3e5f45b Add regression tests for CJK characters (#471)
e6d03f6 Add a regression test for artifact name + content-type mismatches (#472)
70fc10c Merge pull request #461 from actions/danwkennedy/digest-mismatch-behavior
f258da9 Add change docs
ccc058e Fix linting issues
bd7976b Add a setting to specify what to do on hash mismatch and default it to error
ac21fcf Merge pull request #460 from actions/danwkennedy/download-no-unzip
15999bf Add note about package bumps
974686e Bump the version to v8 and add release notes
fbe48b1 Update test names to make it clearer what they do
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Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 7 to 8. - [Release notes](https://github.com/actions/download-artifact/releases) - [Commits](actions/download-artifact@v7...v8) --- updated-dependencies: - dependency-name: actions/download-artifact dependency-version: '8' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>

github-actions · 2026-09-14T13:05:10Z

Dagger benchmarks: `dirty` vs `master`

Multi-threaded benchmarks (4 threads)

Dagger benchmarks: `dirty` vs `master`

Median time

	master	dirty	master / dirty
array/dagger/N=1024 (block 128)/add (X + X)	27.6 ± 1.6 ms	26.2 ± 1.6 ms	1.05 ± 0.088
array/dagger/N=1024 (block 128)/alloc (rand)	12.4 ± 0.65 ms	12.5 ± 0.83 ms	0.99 ± 0.083
array/dagger/N=1024 (block 128)/broadcast (X .+ 1)	11 ± 0.67 ms	11.4 ± 1.2 ms	0.965 ± 0.12
array/dagger/N=1024 (block 128)/map (sin.(X))	10.6 ± 0.61 ms	11.2 ± 0.95 ms	0.948 ± 0.097
array/dagger/N=1024 (block 128)/norm	11.8 ± 0.37 ms	11.5 ± 0.11 ms	1.02 ± 0.034
array/dagger/N=1024 (block 128)/reduce (sum)	24.9 ± 2.4 ms	25.1 ± 3.1 ms	0.995 ± 0.16
array/dagger/N=1024 (block 128)/transpose (permutedims)	13 ± 0.79 ms	12.8 ± 0.63 ms	1.02 ± 0.079
array/dagger/N=1024 (block 512)/add (X + X)	4.06 ± 0.35 ms	4.07 ± 1.4 ms	0.997 ± 0.36
array/dagger/N=1024 (block 512)/alloc (rand)	2.34 ± 3.3 ms	1.62 ± 0.14 ms	1.45 ± 2.1
array/dagger/N=1024 (block 512)/broadcast (X .+ 1)	2.6 ± 1 ms	1.53 ± 0.76 ms	1.69 ± 1.1
array/dagger/N=1024 (block 512)/map (sin.(X))	5.84 ± 1.3 ms	6.78 ± 2.1 ms	0.862 ± 0.32
array/dagger/N=1024 (block 512)/norm	2.62 ± 1.8 ms	1.13 ± 0.62 ms	2.32 ± 2
array/dagger/N=1024 (block 512)/reduce (sum)	1.96 ± 0.53 ms	2.14 ± 0.7 ms	0.915 ± 0.39
array/dagger/N=1024 (block 512)/transpose (permutedims)	5.13 ± 0.19 ms	5.71 ± 1.3 ms	0.898 ± 0.2
array/dagger/N=256 (block 128)/add (X + X)	3.81 ± 1 ms	2.72 ± 0.94 ms	1.4 ± 0.6
array/dagger/N=256 (block 128)/alloc (rand)	1.27 ± 0.59 ms	1.35 ± 0.42 ms	0.94 ± 0.52
array/dagger/N=256 (block 128)/broadcast (X .+ 1)	1.14 ± 0.12 ms	0.936 ± 0.12 ms	1.22 ± 0.2
array/dagger/N=256 (block 128)/map (sin.(X))	1.05 ± 1.5 ms	0.958 ± 2.2 ms	1.09 ± 2.9
array/dagger/N=256 (block 128)/norm	1.47 ± 2.3 ms	0.934 ± 0.26 ms	1.58 ± 2.5
array/dagger/N=256 (block 128)/reduce (sum)	1.57 ± 0.14 ms	1.82 ± 2.6 ms	0.864 ± 1.2
array/dagger/N=256 (block 128)/transpose (permutedims)	1.65 ± 0.52 ms	1.25 ± 0.8 ms	1.32 ± 0.95
array/dagger/N=256 (block 256)/add (X + X)	0.811 ± 0.092 ms	0.769 ± 0.036 ms	1.05 ± 0.13
array/dagger/N=256 (block 256)/alloc (rand)	0.641 ± 0.01 ms	0.677 ± 0.053 ms	0.948 ± 0.076
array/dagger/N=256 (block 256)/broadcast (X .+ 1)	0.409 ± 0.026 ms	0.392 ± 0.098 ms	1.04 ± 0.27
array/dagger/N=256 (block 256)/map (sin.(X))	1.02 ± 0.041 ms	1 ± 0.021 ms	1.01 ± 0.046
array/dagger/N=256 (block 256)/norm	0.38 ± 0.013 ms	0.388 ± 0.029 ms	0.977 ± 0.081
array/dagger/N=256 (block 256)/reduce (sum)	0.515 ± 0.034 ms	0.52 ± 0.03 ms	0.991 ± 0.087
array/dagger/N=256 (block 256)/transpose (permutedims)	0.723 ± 0.016 ms	0.716 ± 0.01 ms	1.01 ± 0.026
linalg/dagger/N=1024 (block 128)/cholesky	0.0585 ± 0.0043 s	0.0632 ± 0.016 s	0.926 ± 0.24
linalg/dagger/N=1024 (block 128)/lu	0.123 ± 0.031 s	0.12 ± 0.0034 s	1.02 ± 0.26
linalg/dagger/N=1024 (block 128)/matmul (A*A)	0.178 ± 0.0082 s	0.164 ± 0.051 s	1.09 ± 0.34
linalg/dagger/N=1024 (block 128)/matvec (A*x)	9.27 ± 2.8 ms	11.7 ± 2.2 ms	0.79 ± 0.28
linalg/dagger/N=1024 (block 128)/qr	0.153 ± 0.011 s	0.146 ± 0.03 s	1.05 ± 0.23
linalg/dagger/N=1024 (block 128)/solve (A\b via lu)	0.181 ± 0.019 s	0.181 ± 0.012 s	1 ± 0.12
linalg/dagger/N=1024 (block 128)/svd	23.3 s	23.5 s	0.992
linalg/dagger/N=1024 (block 128)/syrk (A'*A)	0.0992 ± 0.018 s	0.0932 ± 0.015 s	1.06 ± 0.26
linalg/dagger/N=1024 (block 512)/cholesky	20.2 ± 1.9 ms	19.9 ± 3.9 ms	1.01 ± 0.22
linalg/dagger/N=1024 (block 512)/lu	0.0438 ± 0.0013 s	0.0465 ± 0.0032 s	0.942 ± 0.071
linalg/dagger/N=1024 (block 512)/matmul (A*A)	0.0462 ± 0.008 s	0.0456 ± 0.0015 s	1.01 ± 0.18
linalg/dagger/N=1024 (block 512)/matvec (A*x)	1.7 ± 0.35 ms	2.06 ± 0.64 ms	0.824 ± 0.31
linalg/dagger/N=1024 (block 512)/qr	0.114 ± 0.0058 s	0.115 ± 0.0074 s	0.988 ± 0.081
linalg/dagger/N=1024 (block 512)/solve (A\b via lu)	0.0539 ± 0.0011 s	0.0538 ± 0.001 s	1 ± 0.027
linalg/dagger/N=1024 (block 512)/svd	0.0382 h	0.0394 h	0.97
linalg/dagger/N=1024 (block 512)/syrk (A'*A)	0.0396 ± 0.0027 s	0.0402 ± 0.0065 s	0.985 ± 0.17
linalg/dagger/N=256 (block 128)/cholesky	5.62 ± 4 ms	6.64 ± 1.1 ms	0.845 ± 0.62
linalg/dagger/N=256 (block 128)/lu	9.67 ± 0.32 ms	11 ± 3.7 ms	0.876 ± 0.3
linalg/dagger/N=256 (block 128)/matmul (A*A)	7.36 ± 1.6 ms	6.46 ± 5.3 ms	1.14 ± 0.96
linalg/dagger/N=256 (block 128)/matvec (A*x)	1.98 ± 0.54 ms	2.67 ± 0.52 ms	0.743 ± 0.25
linalg/dagger/N=256 (block 128)/qr	9.87 ± 0.28 ms	7.79 ± 0.82 ms	1.27 ± 0.14
linalg/dagger/N=256 (block 128)/solve (A\b via lu)	14.2 ± 5 ms	22.9 ± 5.1 ms	0.618 ± 0.26
linalg/dagger/N=256 (block 128)/svd	0.67 ± 0.036 s	0.447 ± 0.051 s	1.5 ± 0.19
linalg/dagger/N=256 (block 128)/syrk (A'*A)	5.21 ± 0.73 ms	7.86 ± 2 ms	0.663 ± 0.2
linalg/dagger/N=256 (block 256)/cholesky	2.37 ± 0.33 ms	2.19 ± 0.063 ms	1.08 ± 0.15
linalg/dagger/N=256 (block 256)/lu	3.26 ± 0.045 ms	3.4 ± 0.26 ms	0.961 ± 0.074
linalg/dagger/N=256 (block 256)/matmul (A*A)	1.53 ± 0.43 ms	1.63 ± 0.56 ms	0.939 ± 0.42
linalg/dagger/N=256 (block 256)/matvec (A*x)	1.52 ± 0.57 ms	1.33 ± 0.89 ms	1.14 ± 0.88
linalg/dagger/N=256 (block 256)/qr	6.56 ± 2.2 ms	4.19 ± 0.43 ms	1.56 ± 0.55
linalg/dagger/N=256 (block 256)/solve (A\b via lu)	6.56 ± 0.9 ms	6.74 ± 0.7 ms	0.973 ± 0.17
linalg/dagger/N=256 (block 256)/svd	0.592 ± 0.02 s	0.479 ± 0.036 s	1.24 ± 0.1
linalg/dagger/N=256 (block 256)/syrk (A'*A)	2.63 ± 0.13 ms	2.77 ± 0.081 ms	0.949 ± 0.055
sparse/dagger/N=1024 (block 64)/cg solve (laplacian)	0.373 ± 0.017 s	0.37 ± 0.017 s	1.01 ± 0.065
sparse/dagger/N=1024 (block 64)/spgemm (S*S)	0.382 ± 0.011 s	0.375 ± 0.0087 s	1.02 ± 0.038
sparse/dagger/N=1024 (block 64)/spmv (S*x)	24.8 ± 2.4 ms	24.6 ± 0.48 ms	1.01 ± 0.098
sparse/dagger/N=256 (block 16)/cg solve (laplacian)	0.361 ± 0.016 s	0.366 ± 0.0067 s	0.987 ± 0.048
sparse/dagger/N=256 (block 16)/spgemm (S*S)	0.341 ± 0.0049 s	0.348 ± 0.0022 s	0.979 ± 0.015
sparse/dagger/N=256 (block 16)/spmv (S*x)	22.9 ± 3.4 ms	22.8 ± 3.3 ms	1.01 ± 0.21
stencil/dagger/N=1024 (block 128)/alloc (neighbors Wrap)	31.3 ± 1.3 ms	0.0326 ± 0.0022 s	0.962 ± 0.078
stencil/dagger/N=1024 (block 128)/assign (const)	11.6 ± 1.3 ms	11.7 ± 0.24 ms	0.99 ± 0.12
stencil/dagger/N=1024 (block 128)/multi-expr	24.8 ± 0.51 ms	25.7 ± 1.3 ms	0.966 ± 0.054
stencil/dagger/N=1024 (block 128)/neighbors (Clamp)	21.2 ± 0.051 ms	21.7 ± 1.3 ms	0.977 ± 0.06
stencil/dagger/N=1024 (block 128)/neighbors (Pad)	21 ± 3.1 ms	18.9 ± 1.1 ms	1.11 ± 0.17
stencil/dagger/N=1024 (block 128)/neighbors (Reflect)	19.9 ± 1.2 ms	21.2 ± 1.5 ms	0.94 ± 0.088
stencil/dagger/N=1024 (block 128)/neighbors (Wrap)	18.9 ± 2.8 ms	20.9 ± 1.7 ms	0.907 ± 0.15
stencil/dagger/N=1024 (block 128)/update (+)	13 ± 0.12 ms	13.6 ± 1.3 ms	0.961 ± 0.096
stencil/dagger/N=1024 (block 512)/alloc (neighbors Wrap)	7.17 ± 1.9 ms	8 ± 1.2 ms	0.895 ± 0.27
stencil/dagger/N=1024 (block 512)/assign (const)	1.1 ± 1.2 ms	1.64 ± 0.95 ms	0.67 ± 0.81
stencil/dagger/N=1024 (block 512)/multi-expr	3.99 ± 1.7 ms	3.6 ± 1.9 ms	1.11 ± 0.74
stencil/dagger/N=1024 (block 512)/neighbors (Clamp)	6.82 ± 2.1 ms	7 ± 0.62 ms	0.974 ± 0.31
stencil/dagger/N=1024 (block 512)/neighbors (Pad)	6.45 ± 0.24 ms	6.19 ± 0.49 ms	1.04 ± 0.092
stencil/dagger/N=1024 (block 512)/neighbors (Reflect)	6.24 ± 0.47 ms	6.25 ± 0.38 ms	0.999 ± 0.096
stencil/dagger/N=1024 (block 512)/neighbors (Wrap)	6.78 ± 0.2 ms	6.85 ± 0.08 ms	0.99 ± 0.031
stencil/dagger/N=1024 (block 512)/update (+)	2.11 ± 0.81 ms	1.69 ± 0.63 ms	1.25 ± 0.67
stencil/dagger/N=256 (block 128)/alloc (neighbors Wrap)	3.74 ± 1.1 ms	3.11 ± 1.8 ms	1.2 ± 0.77
stencil/dagger/N=256 (block 128)/assign (const)	1.54 ± 0.27 ms	1.83 ± 3.1 ms	0.843 ± 1.4
stencil/dagger/N=256 (block 128)/multi-expr	2.55 ± 0.69 ms	3.26 ± 0.97 ms	0.783 ± 0.32
stencil/dagger/N=256 (block 128)/neighbors (Clamp)	1.75 ± 0.5 ms	1.76 ± 0.28 ms	0.993 ± 0.33
stencil/dagger/N=256 (block 128)/neighbors (Pad)	1.97 ± 0.27 ms	1.98 ± 0.22 ms	0.998 ± 0.18
stencil/dagger/N=256 (block 128)/neighbors (Reflect)	2.08 ± 0.25 ms	1.82 ± 0.0046 ms	1.15 ± 0.14
stencil/dagger/N=256 (block 128)/neighbors (Wrap)	1.87 ± 2.2 ms	2.07 ± 0.23 ms	0.902 ± 1.1
stencil/dagger/N=256 (block 128)/update (+)	1.3 ± 0.85 ms	1.52 ± 0.18 ms	0.855 ± 0.57
stencil/dagger/N=256 (block 256)/alloc (neighbors Wrap)	1.63 ± 0.086 ms	1.65 ± 0.0032 ms	0.987 ± 0.052
stencil/dagger/N=256 (block 256)/assign (const)	0.53 ± 0.023 ms	0.543 ± 0.026 ms	0.976 ± 0.063
stencil/dagger/N=256 (block 256)/multi-expr	0.97 ± 0.022 ms	0.97 ± 0.024 ms	1 ± 0.033
stencil/dagger/N=256 (block 256)/neighbors (Clamp)	1.33 ± 1.5 ms	1.33 ± 0.66 ms	0.997 ± 1.2
stencil/dagger/N=256 (block 256)/neighbors (Pad)	1.76 ± 0.76 ms	1.32 ± 0.033 ms	1.33 ± 0.58
stencil/dagger/N=256 (block 256)/neighbors (Reflect)	1.48 ± 1.9 ms	1.36 ± 0.86 ms	1.09 ± 1.6
stencil/dagger/N=256 (block 256)/neighbors (Wrap)	1.45 ± 0.12 ms	1.46 ± 0.7 ms	0.989 ± 0.48
stencil/dagger/N=256 (block 256)/update (+)	0.599 ± 0.028 ms	0.625 ± 0.61 ms	0.958 ± 0.93
time_to_load	0.949 ± 0.013 s	0.962 ± 0.0098 s	0.987 ± 0.017

Allocations / memory

	master	dirty	master / dirty
array/dagger/N=1024 (block 128)/add (X + X)	0.0773 M allocs: 11.1 MB	0.0772 M allocs: 11.1 MB	1
array/dagger/N=1024 (block 128)/alloc (rand)	30.2 k allocs: 9.05 MB	30.2 k allocs: 9.05 MB	1
array/dagger/N=1024 (block 128)/broadcast (X .+ 1)	28.6 k allocs: 9.01 MB	28.4 k allocs: 9 MB	1
array/dagger/N=1024 (block 128)/map (sin.(X))	26.1 k allocs: 8.9 MB	26.1 k allocs: 8.9 MB	1
array/dagger/N=1024 (block 128)/norm	29.5 k allocs: 1.02 MB	29.7 k allocs: 1.03 MB	0.993
array/dagger/N=1024 (block 128)/reduce (sum)	0.0616 M allocs: 2.19 MB	0.0598 M allocs: 2.12 MB	1.03
array/dagger/N=1024 (block 128)/transpose (permutedims)	0.0357 M allocs: 9.46 MB	0.0356 M allocs: 9.46 MB	1
array/dagger/N=1024 (block 512)/add (X + X)	5.46 k allocs: 8.22 MB	5.43 k allocs: 8.22 MB	1
array/dagger/N=1024 (block 512)/alloc (rand)	1.92 k allocs: 8.07 MB	1.94 k allocs: 8.07 MB	1
array/dagger/N=1024 (block 512)/broadcast (X .+ 1)	1.84 k allocs: 8.06 MB	1.82 k allocs: 8.06 MB	1
array/dagger/N=1024 (block 512)/map (sin.(X))	1.68 k allocs: 8.06 MB	1.68 k allocs: 8.06 MB	1
array/dagger/N=1024 (block 512)/norm	1.87 k allocs: 0.0649 MB	1.88 k allocs: 0.0654 MB	0.993
array/dagger/N=1024 (block 512)/reduce (sum)	3.01 k allocs: 0.105 MB	3.01 k allocs: 0.106 MB	0.998
array/dagger/N=1024 (block 512)/transpose (permutedims)	2.77 k allocs: 8.12 MB	2.78 k allocs: 8.12 MB	1
array/dagger/N=256 (block 128)/add (X + X)	5.48 k allocs: 0.723 MB	5.45 k allocs: 0.722 MB	1
array/dagger/N=256 (block 128)/alloc (rand)	1.95 k allocs: 0.568 MB	1.97 k allocs: 0.569 MB	0.999
array/dagger/N=256 (block 128)/broadcast (X .+ 1)	1.85 k allocs: 0.565 MB	1.86 k allocs: 0.566 MB	0.999
array/dagger/N=256 (block 128)/map (sin.(X))	1.7 k allocs: 0.559 MB	1.71 k allocs: 0.559 MB	1
array/dagger/N=256 (block 128)/norm	1.9 k allocs: 0.0659 MB	1.9 k allocs: 0.0657 MB	1
array/dagger/N=256 (block 128)/reduce (sum)	3.37 k allocs: 0.12 MB	3.29 k allocs: 0.116 MB	1.03
array/dagger/N=256 (block 128)/transpose (permutedims)	2.8 k allocs: 0.621 MB	2.8 k allocs: 0.621 MB	0.999
array/dagger/N=256 (block 256)/add (X + X)	1.7 k allocs: 0.576 MB	1.69 k allocs: 0.576 MB	1
array/dagger/N=256 (block 256)/alloc (rand)	0.56 k allocs: 0.52 MB	0.56 k allocs: 0.52 MB	1
array/dagger/N=256 (block 256)/broadcast (X .+ 1)	0.492 k allocs: 0.518 MB	0.492 k allocs: 0.518 MB	1
array/dagger/N=256 (block 256)/map (sin.(X))	0.472 k allocs: 0.517 MB	0.472 k allocs: 0.517 MB	1
array/dagger/N=256 (block 256)/norm	0.508 k allocs: 18.2 kB	0.508 k allocs: 18.2 kB	1
array/dagger/N=256 (block 256)/reduce (sum)	0.677 k allocs: 26.2 kB	0.679 k allocs: 26.4 kB	0.995
array/dagger/N=256 (block 256)/transpose (permutedims)	0.976 k allocs: 0.548 MB	0.976 k allocs: 0.548 MB	1
linalg/dagger/N=1024 (block 128)/cholesky	0.104 M allocs: 15.4 MB	0.105 M allocs: 15.4 MB	0.996
linalg/dagger/N=1024 (block 128)/lu	0.29 M allocs: 23.1 MB	0.292 M allocs: 23.1 MB	0.997
linalg/dagger/N=1024 (block 128)/matmul (A*A)	0.234 M allocs: 16 MB	0.225 M allocs: 15.6 MB	1.02
linalg/dagger/N=1024 (block 128)/matvec (A*x)	0.0445 M allocs: 1.78 MB	0.0434 M allocs: 1.74 MB	1.03
linalg/dagger/N=1024 (block 128)/qr	0.228 M allocs: 25 MB	0.225 M allocs: 24.9 MB	1
linalg/dagger/N=1024 (block 128)/solve (A\b via lu)	0.355 M allocs: 25.7 MB	0.367 M allocs: 26.3 MB	0.979
linalg/dagger/N=1024 (block 128)/svd	2.4 M allocs: 2.27 GB	2.37 M allocs: 2.27 GB	1
linalg/dagger/N=1024 (block 128)/syrk (A'*A)	0.173 M allocs: 17.3 MB	0.167 M allocs: 17 MB	1.02
linalg/dagger/N=1024 (block 512)/cholesky	6.94 k allocs: 10.3 MB	6.82 k allocs: 10.3 MB	1
linalg/dagger/N=1024 (block 512)/lu	14.7 k allocs: 14.6 MB	14.5 k allocs: 14.6 MB	1
linalg/dagger/N=1024 (block 512)/matmul (A*A)	7.27 k allocs: 8.28 MB	7.13 k allocs: 8.28 MB	1
linalg/dagger/N=1024 (block 512)/matvec (A*x)	4.26 k allocs: 0.185 MB	4.2 k allocs: 0.183 MB	1.01
linalg/dagger/N=1024 (block 512)/qr	11.8 k allocs: 9.62 MB	11.7 k allocs: 9.62 MB	1
linalg/dagger/N=1024 (block 512)/solve (A\b via lu)	24.4 k allocs: 15.1 MB	24.9 k allocs: 15.1 MB	0.999
linalg/dagger/N=1024 (block 512)/svd	0.0469 M allocs: 0.197 GB	0.047 M allocs: 0.197 GB	1
linalg/dagger/N=1024 (block 512)/syrk (A'*A)	8.67 k allocs: 20.4 MB	8.47 k allocs: 20.4 MB	1
linalg/dagger/N=256 (block 128)/cholesky	6.93 k allocs: 0.912 MB	7.02 k allocs: 0.916 MB	0.996
linalg/dagger/N=256 (block 128)/lu	14.4 k allocs: 1.47 MB	14.3 k allocs: 1.47 MB	1
linalg/dagger/N=256 (block 128)/matmul (A*A)	7.28 k allocs: 0.782 MB	7.14 k allocs: 0.777 MB	1.01
linalg/dagger/N=256 (block 128)/matvec (A*x)	4.3 k allocs: 0.181 MB	4.38 k allocs: 0.184 MB	0.981
linalg/dagger/N=256 (block 128)/qr	11.7 k allocs: 1.26 MB	11.6 k allocs: 1.25 MB	1.01
linalg/dagger/N=256 (block 128)/solve (A\b via lu)	24.2 k allocs: 1.9 MB	24.7 k allocs: 1.92 MB	0.992
linalg/dagger/N=256 (block 128)/svd	0.0464 M allocs: 14.6 MB	0.0459 M allocs: 14.6 MB	1
linalg/dagger/N=256 (block 128)/syrk (A'*A)	8.49 k allocs: 1.6 MB	8.45 k allocs: 1.6 MB	1
linalg/dagger/N=256 (block 256)/cholesky	2.61 k allocs: 0.622 MB	2.62 k allocs: 0.622 MB	1
linalg/dagger/N=256 (block 256)/lu	4.89 k allocs: 1.23 MB	4.89 k allocs: 1.23 MB	1
linalg/dagger/N=256 (block 256)/matmul (A*A)	1.79 k allocs: 0.58 MB	1.79 k allocs: 0.58 MB	1
linalg/dagger/N=256 (block 256)/matvec (A*x)	1.65 k allocs: 0.0766 MB	1.66 k allocs: 0.0769 MB	0.995
linalg/dagger/N=256 (block 256)/qr	3.49 k allocs: 0.786 MB	3.5 k allocs: 0.786 MB	1
linalg/dagger/N=256 (block 256)/solve (A\b via lu)	10 k allocs: 1.47 MB	10.1 k allocs: 1.48 MB	0.998
linalg/dagger/N=256 (block 256)/svd	14.6 k allocs: 6.7 MB	14.6 k allocs: 6.7 MB	1
linalg/dagger/N=256 (block 256)/syrk (A'*A)	2.79 k allocs: 2.13 MB	2.77 k allocs: 2.13 MB	1
sparse/dagger/N=1024 (block 64)/cg solve (laplacian)	1.79 M allocs: 0.0707 GB	1.89 M allocs: 0.0749 GB	0.944
sparse/dagger/N=1024 (block 64)/spgemm (S*S)	2.41 M allocs: 0.129 GB	2.42 M allocs: 0.129 GB	0.999
sparse/dagger/N=1024 (block 64)/spmv (S*x)	0.125 M allocs: 5.02 MB	0.128 M allocs: 5.13 MB	0.978
sparse/dagger/N=256 (block 16)/cg solve (laplacian)	1.78 M allocs: 0.0703 GB	1.87 M allocs: 0.0739 GB	0.951
sparse/dagger/N=256 (block 16)/spgemm (S*S)	2.37 M allocs: 0.0904 GB	2.42 M allocs: 0.0929 GB	0.973
sparse/dagger/N=256 (block 16)/spmv (S*x)	0.122 M allocs: 4.91 MB	0.131 M allocs: 5.24 MB	0.937
stencil/dagger/N=1024 (block 128)/alloc (neighbors Wrap)	0.0987 M allocs: 12 MB	0.0988 M allocs: 12 MB	1
stencil/dagger/N=1024 (block 128)/assign (const)	0.0336 M allocs: 1.38 MB	0.0337 M allocs: 1.39 MB	0.996
stencil/dagger/N=1024 (block 128)/multi-expr	0.0758 M allocs: 3.37 MB	0.0756 M allocs: 3.33 MB	1.01
stencil/dagger/N=1024 (block 128)/neighbors (Clamp)	0.0692 M allocs: 3.45 MB	0.0693 M allocs: 3.45 MB	1
stencil/dagger/N=1024 (block 128)/neighbors (Pad)	0.0683 M allocs: 3.17 MB	0.0683 M allocs: 3.28 MB	0.964
stencil/dagger/N=1024 (block 128)/neighbors (Reflect)	0.0688 M allocs: 3.21 MB	0.0683 M allocs: 3.22 MB	0.998
stencil/dagger/N=1024 (block 128)/neighbors (Wrap)	0.0678 M allocs: 2.97 MB	0.0679 M allocs: 3.09 MB	0.96
stencil/dagger/N=1024 (block 128)/update (+)	0.0425 M allocs: 1.83 MB	0.0421 M allocs: 1.94 MB	0.943
stencil/dagger/N=1024 (block 512)/alloc (neighbors Wrap)	6.87 k allocs: 8.29 MB	6.9 k allocs: 8.29 MB	1
stencil/dagger/N=1024 (block 512)/assign (const)	2.69 k allocs: 0.117 MB	2.67 k allocs: 0.116 MB	1
stencil/dagger/N=1024 (block 512)/multi-expr	5.87 k allocs: 0.257 MB	5.97 k allocs: 0.261 MB	0.984
stencil/dagger/N=1024 (block 512)/neighbors (Clamp)	5.09 k allocs: 0.283 MB	5.07 k allocs: 0.282 MB	1
stencil/dagger/N=1024 (block 512)/neighbors (Pad)	4.94 k allocs: 0.278 MB	4.91 k allocs: 0.277 MB	1
stencil/dagger/N=1024 (block 512)/neighbors (Reflect)	5.03 k allocs: 0.311 MB	5.05 k allocs: 0.313 MB	0.996
stencil/dagger/N=1024 (block 512)/neighbors (Wrap)	4.91 k allocs: 0.219 MB	4.91 k allocs: 0.218 MB	1
stencil/dagger/N=1024 (block 512)/update (+)	3.21 k allocs: 0.141 MB	3.2 k allocs: 0.141 MB	1.01
stencil/dagger/N=256 (block 128)/alloc (neighbors Wrap)	6.89 k allocs: 0.788 MB	6.94 k allocs: 0.789 MB	0.999
stencil/dagger/N=256 (block 128)/assign (const)	2.68 k allocs: 0.117 MB	2.63 k allocs: 0.115 MB	1.02
stencil/dagger/N=256 (block 128)/multi-expr	5.89 k allocs: 0.258 MB	5.92 k allocs: 0.259 MB	0.995
stencil/dagger/N=256 (block 128)/neighbors (Clamp)	5.05 k allocs: 0.236 MB	5.08 k allocs: 0.237 MB	0.995
stencil/dagger/N=256 (block 128)/neighbors (Pad)	4.93 k allocs: 0.232 MB	4.93 k allocs: 0.232 MB	1
stencil/dagger/N=256 (block 128)/neighbors (Reflect)	5.05 k allocs: 0.244 MB	5.06 k allocs: 0.244 MB	1
stencil/dagger/N=256 (block 128)/neighbors (Wrap)	4.94 k allocs: 0.22 MB	4.96 k allocs: 0.22 MB	1
stencil/dagger/N=256 (block 128)/update (+)	3.21 k allocs: 0.142 MB	3.2 k allocs: 0.141 MB	1
stencil/dagger/N=256 (block 256)/alloc (neighbors Wrap)	2.1 k allocs: 0.597 MB	2.08 k allocs: 0.596 MB	1
stencil/dagger/N=256 (block 256)/assign (const)	0.941 k allocs: 0.0468 MB	0.938 k allocs: 0.0468 MB	1
stencil/dagger/N=256 (block 256)/multi-expr	2 k allocs: 0.0993 MB	2.01 k allocs: 0.0999 MB	0.994
stencil/dagger/N=256 (block 256)/neighbors (Clamp)	1.58 k allocs: 0.0849 MB	1.59 k allocs: 0.0853 MB	0.996
stencil/dagger/N=256 (block 256)/neighbors (Pad)	1.54 k allocs: 0.0841 MB	1.54 k allocs: 0.0837 MB	1.01
stencil/dagger/N=256 (block 256)/neighbors (Reflect)	1.57 k allocs: 0.0924 MB	1.58 k allocs: 0.0926 MB	0.998
stencil/dagger/N=256 (block 256)/neighbors (Wrap)	1.53 k allocs: 0.0766 MB	1.53 k allocs: 0.0765 MB	1
stencil/dagger/N=256 (block 256)/update (+)	1.09 k allocs: 0.0534 MB	1.11 k allocs: 0.0542 MB	0.985
time_to_load	0.199 k allocs: 11.5 kB	0.199 k allocs: 11.5 kB	1

Plots

No time regressions beyond 25.0% or allocation regressions beyond 25.0% (timing changes inside the reported ±spread don't count) 🎉

Improvements

linalg/dagger/N=256 (block 128)/svd (time): -33.3%

Within noise (12 metric(s) past threshold but inside the ±spread; not counted)

linalg/dagger/N=256 (block 128)/solve (A\b via lu) (time): 61.8%
linalg/dagger/N=256 (block 128)/syrk (A'*A) (time): 50.9%
stencil/dagger/N=1024 (block 512)/assign (const) (time): 49.2%
linalg/dagger/N=256 (block 128)/matvec (A*x) (time): 34.6%
stencil/dagger/N=256 (block 128)/multi-expr (time): 27.8%
linalg/dagger/N=1024 (block 128)/matvec (A*x) (time): 26.6%
array/dagger/N=256 (block 128)/add (X + X) (time): -28.6%
array/dagger/N=1024 (block 512)/alloc (rand) (time): -30.9%
linalg/dagger/N=256 (block 256)/qr (time): -36.1%
array/dagger/N=256 (block 128)/norm (time): -36.7%
array/dagger/N=1024 (block 512)/broadcast (X .+ 1) (time): -41.0%
array/dagger/N=1024 (block 512)/norm (time): -56.9%

Distributed benchmarks (4 processes)

Dagger benchmarks: `dirty` vs `master`

Median time

	master	dirty	master / dirty
array/dagger/N=1024 (block 128)/add (X + X)	0.107 ± 0.025 s	0.105 ± 0.024 s	1.02 ± 0.33
array/dagger/N=1024 (block 128)/alloc (rand)	29.3 ± 0.93 ms	29.6 ± 1.8 ms	0.989 ± 0.068
array/dagger/N=1024 (block 128)/broadcast (X .+ 1)	0.0386 ± 0.0024 s	0.0357 ± 0.0044 s	1.08 ± 0.15
array/dagger/N=1024 (block 128)/map (sin.(X))	0.0367 ± 0.0015 s	0.0355 ± 0.0013 s	1.03 ± 0.057
array/dagger/N=1024 (block 128)/norm	31 ± 4.7 ms	0.0335 ± 0.0037 s	0.925 ± 0.17
array/dagger/N=1024 (block 128)/reduce (sum)	0.0485 ± 0.0027 s	0.047 ± 0.0016 s	1.03 ± 0.067
array/dagger/N=1024 (block 128)/transpose (permutedims)	0.0318 ± 0.0034 s	0.0373 ± 0.0041 s	0.853 ± 0.13
array/dagger/N=1024 (block 512)/add (X + X)	18.6 ± 1.4 ms	17 ± 2.6 ms	1.1 ± 0.19
array/dagger/N=1024 (block 512)/alloc (rand)	2.3 ± 0.028 ms	4.25 ± 1.7 ms	0.542 ± 0.21
array/dagger/N=1024 (block 512)/broadcast (X .+ 1)	4.48 ± 24 ms	0.0518 ± 0.1 s	0.0864 ± 0.49
array/dagger/N=1024 (block 512)/map (sin.(X))	8.17 ± 0.81 ms	10.4 ± 23 ms	0.789 ± 1.8
array/dagger/N=1024 (block 512)/norm	2.41 ± 0.71 ms	2.3 ± 13 ms	1.05 ± 5.9
array/dagger/N=1024 (block 512)/reduce (sum)	3.2 ± 18 ms	3.05 ± 19 ms	1.05 ± 8.7
array/dagger/N=1024 (block 512)/transpose (permutedims)	7.86 ± 0.89 ms	7.13 ± 0.96 ms	1.1 ± 0.19
array/dagger/N=256 (block 128)/add (X + X)	1.83 ± 0.025 ms	1.83 ± 0.02 ms	1 ± 0.018
array/dagger/N=256 (block 128)/alloc (rand)	1.36 ± 0.045 ms	1.35 ± 0.061 ms	1.01 ± 0.056
array/dagger/N=256 (block 128)/broadcast (X .+ 1)	0.761 ± 0.023 ms	0.751 ± 0.049 ms	1.01 ± 0.074
array/dagger/N=256 (block 128)/map (sin.(X))	1.23 ± 0.019 ms	1.22 ± 0.0099 ms	1.01 ± 0.017
array/dagger/N=256 (block 128)/norm	0.769 ± 0.028 ms	0.754 ± 0.02 ms	1.02 ± 0.046
array/dagger/N=256 (block 128)/reduce (sum)	0.0332 ± 0.084 s	3.07 ± 15 ms	10.8 ± 59
array/dagger/N=256 (block 128)/transpose (permutedims)	1.03 ± 0.0043 ms	1.04 ± 0.019 ms	0.984 ± 0.019
array/dagger/N=256 (block 256)/add (X + X)	1.51 ± 0.11 ms	1.59 ± 0.15 ms	0.949 ± 0.11
array/dagger/N=256 (block 256)/alloc (rand)	0.838 ± 0.023 ms	0.794 ± 0.021 ms	1.06 ± 0.04
array/dagger/N=256 (block 256)/broadcast (X .+ 1)	0.327 ± 0.054 ms	0.347 ± 0.025 ms	0.942 ± 0.17
array/dagger/N=256 (block 256)/map (sin.(X))	0.862 ± 0.058 ms	0.937 ± 0.087 ms	0.92 ± 0.11
array/dagger/N=256 (block 256)/norm	0.357 ± 0.0091 ms	0.301 ± 0.036 ms	1.19 ± 0.14
array/dagger/N=256 (block 256)/reduce (sum)	0.518 ± 0.0081 ms	0.474 ± 0.0078 ms	1.09 ± 0.025
array/dagger/N=256 (block 256)/transpose (permutedims)	0.741 ± 0.057 ms	0.697 ± 0.037 ms	1.06 ± 0.099
linalg/dagger/N=1024 (block 128)/cholesky	0.474 ± 0.022 s	0.493 ± 0.027 s	0.961 ± 0.069
linalg/dagger/N=1024 (block 128)/lu	0.259 ± 0.0033 s	0.242 ± 0.0027 s	1.07 ± 0.018
linalg/dagger/N=1024 (block 128)/matmul (A*A)	0.329 ± 0.018 s	0.251 ± 0.013 s	1.31 ± 0.1
linalg/dagger/N=1024 (block 128)/matvec (A*x)	0.0967 ± 0.01 s	0.0958 ± 0.0096 s	1.01 ± 0.15
linalg/dagger/N=1024 (block 128)/qr	0.309 ± 0.01 s	0.28 ± 0.014 s	1.1 ± 0.065
linalg/dagger/N=1024 (block 128)/solve (A\b via lu)	3.15 s	0.29 ± 0.042 s	10.9
linalg/dagger/N=1024 (block 128)/svd	52.4 s	48.9 s	1.07
linalg/dagger/N=1024 (block 128)/syrk (A'*A)	0.484 ± 0.14 s	0.351 ± 0.095 s	1.38 ± 0.54
linalg/dagger/N=1024 (block 512)/cholesky	0.296 ± 0.19 s	0.261 ± 0.078 s	1.14 ± 0.82
linalg/dagger/N=1024 (block 512)/lu	0.0426 ± 0.0025 s	0.0432 ± 0.0082 s	0.985 ± 0.19
linalg/dagger/N=1024 (block 512)/matmul (A*A)	0.0379 ± 0.0042 s	0.0337 ± 0.0061 s	1.12 ± 0.24
linalg/dagger/N=1024 (block 512)/matvec (A*x)	9.21 ± 3.9 ms	7.74 ± 1.1 ms	1.19 ± 0.53
linalg/dagger/N=1024 (block 512)/qr	0.111 ± 0.0042 s	0.104 ± 0.00047 s	1.07 ± 0.041
linalg/dagger/N=1024 (block 512)/solve (A\b via lu)	0.0574 ± 0.015 s	0.0544 ± 0.0096 s	1.05 ± 0.33
linalg/dagger/N=1024 (block 512)/svd	0.0341 h	0.0347 h	0.984
linalg/dagger/N=1024 (block 512)/syrk (A'*A)	0.0463 ± 0.0046 s	0.0455 ± 0.0043 s	1.02 ± 0.14
linalg/dagger/N=256 (block 128)/cholesky	4.7 ± 0.044 ms	5.92 ± 0.32 ms	0.794 ± 0.044
linalg/dagger/N=256 (block 128)/lu	7.06 ± 0.38 ms	6.79 ± 0.79 ms	1.04 ± 0.13
linalg/dagger/N=256 (block 128)/matmul (A*A)	4.96 ± 0.22 ms	5.08 ± 0.22 ms	0.976 ± 0.06
linalg/dagger/N=256 (block 128)/matvec (A*x)	1.87 ± 0.042 ms	2.11 ± 0.021 ms	0.887 ± 0.022
linalg/dagger/N=256 (block 128)/qr	7.49 ± 0.18 ms	6.29 ± 0.079 ms	1.19 ± 0.032
linalg/dagger/N=256 (block 128)/solve (A\b via lu)	14.7 ± 0.61 ms	14.5 ± 0.58 ms	1.01 ± 0.058
linalg/dagger/N=256 (block 128)/svd	0.554 ± 0.014 s	0.541 ± 0.0076 s	1.03 ± 0.029
linalg/dagger/N=256 (block 128)/syrk (A'*A)	5.28 ± 0.7 ms	4.76 ± 0.41 ms	1.11 ± 0.18
linalg/dagger/N=256 (block 256)/cholesky	2.82 ± 0.14 ms	2.84 ± 0.17 ms	0.994 ± 0.078
linalg/dagger/N=256 (block 256)/lu	4.47 ± 0.22 ms	4.21 ± 0.091 ms	1.06 ± 0.056
linalg/dagger/N=256 (block 256)/matmul (A*A)	2.31 ± 0.068 ms	2.12 ± 0.046 ms	1.09 ± 0.04
linalg/dagger/N=256 (block 256)/matvec (A*x)	1.41 ± 0.089 ms	1.39 ± 0.052 ms	1.02 ± 0.075
linalg/dagger/N=256 (block 256)/qr	4.89 ± 0.17 ms	4.99 ± 0.095 ms	0.981 ± 0.039
linalg/dagger/N=256 (block 256)/solve (A\b via lu)	0.288 ± 0.36 s	0.496 ± 0.23 s	0.581 ± 0.78
linalg/dagger/N=256 (block 256)/svd	0.498 ± 0.033 s	0.44 ± 0.025 s	1.13 ± 0.099
linalg/dagger/N=256 (block 256)/syrk (A'*A)	3.69 ± 0.066 ms	3.42 ± 0.95 ms	1.08 ± 0.3
sparse/dagger/N=1024 (block 64)/cg solve (laplacian)	11.1 s	10 s	1.1
sparse/dagger/N=1024 (block 64)/spgemm (S*S)	5.93 s	5.61 s	1.06
sparse/dagger/N=1024 (block 64)/spmv (S*x)	0.492 ± 0.0042 s	0.469 ± 0.0076 s	1.05 ± 0.019
sparse/dagger/N=256 (block 16)/cg solve (laplacian)	11 s	9.52 s	1.16
sparse/dagger/N=256 (block 16)/spgemm (S*S)	5.76 s	5.98 s	0.965
sparse/dagger/N=256 (block 16)/spmv (S*x)	0.473 ± 0.01 s	0.484 ± 0.0039 s	0.979 ± 0.022
stencil/dagger/N=1024 (block 128)/assign (const)	25.4 ± 6.9 ms	0.0421 ± 0.0078 s	0.603 ± 0.2
stencil/dagger/N=1024 (block 128)/multi-expr	0.234 ± 0.022 s	0.198 ± 0.0052 s	1.18 ± 0.12
stencil/dagger/N=1024 (block 128)/update (+)	0.179 ± 0.022 s	0.164 ± 0.012 s	1.09 ± 0.16
stencil/dagger/N=1024 (block 512)/assign (const)	4.6 ± 0.45 ms	2.01 ± 2.2 ms	2.29 ± 2.5
stencil/dagger/N=1024 (block 512)/multi-expr	0.0515 ± 0.04 s	0.0528 ± 0.02 s	0.974 ± 0.84
stencil/dagger/N=1024 (block 512)/update (+)	15.9 ± 0.5 ms	14.7 ± 0.46 ms	1.08 ± 0.048
stencil/dagger/N=256 (block 128)/assign (const)	1.15 ± 0.04 ms	1.06 ± 0.01 ms	1.08 ± 0.039
stencil/dagger/N=256 (block 128)/multi-expr	2.33 ± 0.049 ms	2.12 ± 0.058 ms	1.1 ± 0.038
stencil/dagger/N=256 (block 128)/neighbors (Clamp)	2.54 ± 0.46 ms	2.39 ± 0.056 ms	1.06 ± 0.19
stencil/dagger/N=256 (block 128)/neighbors (Reflect)	2.4 ± 0.089 ms	2.34 ± 0.016 ms	1.03 ± 0.039
stencil/dagger/N=256 (block 128)/update (+)	1.29 ± 0.0082 ms	1.19 ± 0.0076 ms	1.08 ± 0.0098
stencil/dagger/N=256 (block 256)/assign (const)	0.64 ± 0.023 ms	0.578 ± 0.051 ms	1.11 ± 0.11
stencil/dagger/N=256 (block 256)/multi-expr	1.61 ± 0.1 ms	1.49 ± 0.21 ms	1.08 ± 0.17
stencil/dagger/N=256 (block 256)/neighbors (Clamp)	1.7 ± 0.081 ms	1.62 ± 0.0099 ms	1.05 ± 0.05
stencil/dagger/N=256 (block 256)/neighbors (Reflect)	1.49 ± 0.083 ms	1.65 ± 0.039 ms	0.902 ± 0.054
stencil/dagger/N=256 (block 256)/update (+)	0.951 ± 0.059 ms	0.842 ± 0.065 ms	1.13 ± 0.11
stencil/dagger/N=256 (block 128)/neighbors (Pad)		2.55 ± 0.11 ms
stencil/dagger/N=256 (block 128)/neighbors (Wrap)		2.44 ± 0.053 ms
stencil/dagger/N=256 (block 256)/neighbors (Pad)		1.69 ± 0.16 ms
stencil/dagger/N=256 (block 256)/neighbors (Wrap)		1.71 ± 0.047 ms
time_to_load	0.996 ± 0.012 s	0.984 ± 0.021 s	1.01 ± 0.025

Allocations / memory

	master	dirty	master / dirty
array/dagger/N=1024 (block 128)/add (X + X)	0.168 M allocs: 18 MB	0.163 M allocs: 14.4 MB	1.25
array/dagger/N=1024 (block 128)/alloc (rand)	0.05 M allocs: 4.95 MB	0.0504 M allocs: 4.91 MB	1.01
array/dagger/N=1024 (block 128)/broadcast (X .+ 1)	0.0781 M allocs: 6.97 MB	0.0804 M allocs: 6.99 MB	0.996
array/dagger/N=1024 (block 128)/map (sin.(X))	0.0747 M allocs: 6.93 MB	0.0735 M allocs: 6.91 MB	1
array/dagger/N=1024 (block 128)/norm	0.0535 M allocs: 2.23 MB	0.0572 M allocs: 2.45 MB	0.909
array/dagger/N=1024 (block 128)/reduce (sum)	0.0854 M allocs: 3.47 MB	0.0858 M allocs: 3.59 MB	0.965
array/dagger/N=1024 (block 128)/transpose (permutedims)	0.0627 M allocs: 7.74 MB	0.0682 M allocs: 6.91 MB	1.12
array/dagger/N=1024 (block 512)/add (X + X)	12.8 k allocs: 12.5 MB	12.8 k allocs: 12.5 MB	1
array/dagger/N=1024 (block 512)/alloc (rand)	2.06 k allocs: 8.07 MB	2.06 k allocs: 2.15 MB	3.75
array/dagger/N=1024 (block 512)/broadcast (X .+ 1)	1.96 k allocs: 2.29 MB	3.17 k allocs: 4.16 MB	0.55
array/dagger/N=1024 (block 512)/map (sin.(X))	2.79 k allocs: 2.23 MB	3.08 k allocs: 2.31 MB	0.964
array/dagger/N=1024 (block 512)/norm	2.73 k allocs: 0.107 MB	2.07 k allocs: 0.0723 MB	1.48
array/dagger/N=1024 (block 512)/reduce (sum)	4.68 k allocs: 0.185 MB	3.97 k allocs: 0.151 MB	1.23
array/dagger/N=1024 (block 512)/transpose (permutedims)	4.59 k allocs: 2.33 MB	7.1 k allocs: 2.33 MB	0.998
array/dagger/N=256 (block 128)/add (X + X)	6.03 k allocs: 0.745 MB	6.03 k allocs: 0.745 MB	1
array/dagger/N=256 (block 128)/alloc (rand)	2 k allocs: 0.569 MB	2 k allocs: 0.569 MB	1
array/dagger/N=256 (block 128)/broadcast (X .+ 1)	1.84 k allocs: 0.564 MB	1.84 k allocs: 0.564 MB	1
array/dagger/N=256 (block 128)/map (sin.(X))	1.73 k allocs: 0.558 MB	1.73 k allocs: 0.558 MB	1
array/dagger/N=256 (block 128)/norm	1.92 k allocs: 0.065 MB	1.92 k allocs: 0.065 MB	1
array/dagger/N=256 (block 128)/reduce (sum)	4.3 k allocs: 0.168 MB	4.28 k allocs: 0.168 MB	1
array/dagger/N=256 (block 128)/transpose (permutedims)	2.97 k allocs: 0.63 MB	2.97 k allocs: 0.63 MB	1
array/dagger/N=256 (block 256)/add (X + X)	2.27 k allocs: 0.604 MB	2.5 k allocs: 0.616 MB	0.982
array/dagger/N=256 (block 256)/alloc (rand)	0.591 k allocs: 0.521 MB	0.591 k allocs: 0.521 MB	1
array/dagger/N=256 (block 256)/broadcast (X .+ 1)	0.5 k allocs: 0.518 MB	0.5 k allocs: 0.518 MB	1
array/dagger/N=256 (block 256)/map (sin.(X))	0.469 k allocs: 0.516 MB	0.469 k allocs: 0.516 MB	1
array/dagger/N=256 (block 256)/norm	0.516 k allocs: 18.1 kB	0.516 k allocs: 18.1 kB	1
array/dagger/N=256 (block 256)/reduce (sum)	0.675 k allocs: 26 kB	0.675 k allocs: 26 kB	1
array/dagger/N=256 (block 256)/transpose (permutedims)	1.24 k allocs: 0.563 MB	1.24 k allocs: 0.563 MB	1
linalg/dagger/N=1024 (block 128)/cholesky	0.66 M allocs: 0.0408 GB	0.658 M allocs: 0.0417 GB	0.978
linalg/dagger/N=1024 (block 128)/lu	0.556 M allocs: 0.0364 GB	0.563 M allocs: 0.0369 GB	0.986
linalg/dagger/N=1024 (block 128)/matmul (A*A)	0.52 M allocs: 31.3 MB	0.49 M allocs: 28.9 MB	1.08
linalg/dagger/N=1024 (block 128)/matvec (A*x)	0.159 M allocs: 9.25 MB	0.159 M allocs: 9.28 MB	0.997
linalg/dagger/N=1024 (block 128)/qr	0.401 M allocs: 0.0354 GB	0.364 M allocs: 0.0328 GB	1.08
linalg/dagger/N=1024 (block 128)/solve (A\b via lu)	2.58 M allocs: 0.158 GB	0.673 M allocs: 0.0419 GB	3.76
linalg/dagger/N=1024 (block 128)/svd	16.2 M allocs: 2.54 GB	17.1 M allocs: 2.58 GB	0.984
linalg/dagger/N=1024 (block 128)/syrk (A'*A)	0.65 M allocs: 0.0455 GB	0.361 M allocs: 27.9 MB	1.67
linalg/dagger/N=1024 (block 512)/cholesky	0.0346 M allocs: 9.55 MB	26.5 k allocs: 9.18 MB	1.04
linalg/dagger/N=1024 (block 512)/lu	21 k allocs: 16.9 MB	17.5 k allocs: 14.7 MB	1.15
linalg/dagger/N=1024 (block 512)/matmul (A*A)	12.5 k allocs: 10.5 MB	9.02 k allocs: 8.35 MB	1.26
linalg/dagger/N=1024 (block 512)/matvec (A*x)	11.6 k allocs: 0.503 MB	11.4 k allocs: 0.497 MB	1.01
linalg/dagger/N=1024 (block 512)/qr	12.8 k allocs: 9.67 MB	12.8 k allocs: 9.67 MB	1
linalg/dagger/N=1024 (block 512)/solve (A\b via lu)	0.0364 M allocs: 15.6 MB	0.0366 M allocs: 15.6 MB	1
linalg/dagger/N=1024 (block 512)/svd	0.174 M allocs: 0.31 GB	0.167 M allocs: 0.312 GB	0.995
linalg/dagger/N=1024 (block 512)/syrk (A'*A)	13.7 k allocs: 22.6 MB	10.2 k allocs: 20.4 MB	1.11
linalg/dagger/N=256 (block 128)/cholesky	8.92 k allocs: 1 MB	9.59 k allocs: 1.03 MB	0.97
linalg/dagger/N=256 (block 128)/lu	17.4 k allocs: 1.59 MB	17.4 k allocs: 1.59 MB	1
linalg/dagger/N=256 (block 128)/matmul (A*A)	9.03 k allocs: 0.85 MB	9.02 k allocs: 0.85 MB	1
linalg/dagger/N=256 (block 128)/matvec (A*x)	5.21 k allocs: 0.218 MB	5.52 k allocs: 0.232 MB	0.939
linalg/dagger/N=256 (block 128)/qr	12.8 k allocs: 1.3 MB	12.7 k allocs: 1.3 MB	1
linalg/dagger/N=256 (block 128)/solve (A\b via lu)	0.0329 M allocs: 2.28 MB	0.0346 M allocs: 2.36 MB	0.966
linalg/dagger/N=256 (block 128)/svd	0.165 M allocs: 26.9 MB	0.176 M allocs: 27.4 MB	0.981
linalg/dagger/N=256 (block 128)/syrk (A'*A)	10.2 k allocs: 1.67 MB	10.2 k allocs: 1.67 MB	1
linalg/dagger/N=256 (block 256)/cholesky	3.93 k allocs: 0.688 MB	3.96 k allocs: 0.689 MB	0.998
linalg/dagger/N=256 (block 256)/lu	7.33 k allocs: 1.35 MB	7.35 k allocs: 1.35 MB	1
linalg/dagger/N=256 (block 256)/matmul (A*A)	2.28 k allocs: 0.604 MB	2.39 k allocs: 0.609 MB	0.992
linalg/dagger/N=256 (block 256)/matvec (A*x)	2.59 k allocs: 0.123 MB	2.59 k allocs: 0.123 MB	0.999
linalg/dagger/N=256 (block 256)/qr	4.83 k allocs: 0.852 MB	5.17 k allocs: 0.868 MB	0.982
linalg/dagger/N=256 (block 256)/solve (A\b via lu)	0.0567 M allocs: 7.12 MB	0.056 M allocs: 5.57 MB	1.28
linalg/dagger/N=256 (block 256)/svd	21.8 k allocs: 7.05 MB	21.8 k allocs: 7.05 MB	1
linalg/dagger/N=256 (block 256)/syrk (A'*A)	4.09 k allocs: 2.2 MB	4.1 k allocs: 2.2 MB	1
sparse/dagger/N=1024 (block 64)/cg solve (laplacian)	16.8 M allocs: 0.761 GB	15.3 M allocs: 0.692 GB	1.1
sparse/dagger/N=1024 (block 64)/spgemm (S*S)	9.81 M allocs: 0.462 GB	9.49 M allocs: 0.445 GB	1.04
sparse/dagger/N=1024 (block 64)/spmv (S*x)	0.834 M allocs: 0.0353 GB	0.818 M allocs: 0.0349 GB	1.01
sparse/dagger/N=256 (block 16)/cg solve (laplacian)	16.7 M allocs: 0.756 GB	14.8 M allocs: 0.671 GB	1.13
sparse/dagger/N=256 (block 16)/spgemm (S*S)	9.39 M allocs: 0.424 GB	9.76 M allocs: 0.439 GB	0.965
sparse/dagger/N=256 (block 16)/spmv (S*x)	0.818 M allocs: 0.0342 GB	0.811 M allocs: 0.0343 GB	0.996
stencil/dagger/N=1024 (block 128)/assign (const)	0.0477 M allocs: 2.15 MB	0.0715 M allocs: 3.31 MB	0.649
stencil/dagger/N=1024 (block 128)/multi-expr	0.318 M allocs: 14.7 MB	0.324 M allocs: 15 MB	0.983
stencil/dagger/N=1024 (block 128)/update (+)	0.251 M allocs: 11.5 MB	0.22 M allocs: 10 MB	1.15
stencil/dagger/N=1024 (block 512)/assign (const)	7.07 k allocs: 0.331 MB	2.97 k allocs: 0.131 MB	2.52
stencil/dagger/N=1024 (block 512)/multi-expr	12.8 k allocs: 0.579 MB	12.7 k allocs: 0.577 MB	1
stencil/dagger/N=1024 (block 512)/update (+)	18.1 k allocs: 0.837 MB	17.9 k allocs: 0.83 MB	1.01
stencil/dagger/N=256 (block 128)/assign (const)	2.91 k allocs: 0.129 MB	2.96 k allocs: 0.131 MB	0.983
stencil/dagger/N=256 (block 128)/multi-expr	6.83 k allocs: 0.302 MB	6.74 k allocs: 0.299 MB	1.01
stencil/dagger/N=256 (block 128)/neighbors (Clamp)	6.31 k allocs: 0.289 MB	6.3 k allocs: 0.288 MB	1
stencil/dagger/N=256 (block 128)/neighbors (Reflect)	6.3 k allocs: 0.297 MB	6.3 k allocs: 0.297 MB	1
stencil/dagger/N=256 (block 128)/update (+)	3.87 k allocs: 0.171 MB	3.85 k allocs: 0.17 MB	1
stencil/dagger/N=256 (block 256)/assign (const)	1.22 k allocs: 0.0626 MB	1.2 k allocs: 0.0618 MB	1.01
stencil/dagger/N=256 (block 256)/multi-expr	3.06 k allocs: 0.654 MB	2.99 k allocs: 0.65 MB	1.01
stencil/dagger/N=256 (block 256)/neighbors (Clamp)	2.14 k allocs: 0.611 MB	2.13 k allocs: 0.611 MB	1
stencil/dagger/N=256 (block 256)/neighbors (Reflect)	2.14 k allocs: 0.619 MB	2.14 k allocs: 0.619 MB	1
stencil/dagger/N=256 (block 256)/update (+)	1.61 k allocs: 0.579 MB	1.53 k allocs: 0.576 MB	1.01
stencil/dagger/N=256 (block 128)/neighbors (Pad)		6.18 k allocs: 0.284 MB
stencil/dagger/N=256 (block 128)/neighbors (Wrap)		6.19 k allocs: 0.272 MB
stencil/dagger/N=256 (block 256)/neighbors (Pad)		2.09 k allocs: 0.609 MB
stencil/dagger/N=256 (block 256)/neighbors (Wrap)		2.18 k allocs: 0.607 MB
time_to_load	0.203 k allocs: 11.6 kB	0.199 k allocs: 11.5 kB	1.02

Plots

⚠️ Regressions (time > 35.0% and outside the reported ±spread; allocs/memory > 25.0%)

array/dagger/N=1024 (block 512)/alloc (rand) (time): +84.5%
array/dagger/N=1024 (block 512)/broadcast (X .+ 1) (memory): +81.7%
stencil/dagger/N=1024 (block 128)/assign (const) (time): +66.0%
array/dagger/N=1024 (block 512)/broadcast (X .+ 1) (allocs): +61.4%
array/dagger/N=1024 (block 512)/transpose (permutedims) (allocs): +54.8%
stencil/dagger/N=1024 (block 128)/assign (const) (memory): +54.1%
stencil/dagger/N=1024 (block 128)/assign (const) (allocs): +50.0%

Improvements

linalg/dagger/N=1024 (block 128)/solve (A\b via lu) (time): -90.8%
linalg/dagger/N=1024 (block 128)/solve (A\b via lu) (allocs): -73.9%
linalg/dagger/N=1024 (block 128)/solve (A\b via lu) (memory): -73.4%
array/dagger/N=1024 (block 512)/alloc (rand) (memory): -73.3%
stencil/dagger/N=1024 (block 512)/assign (const) (memory): -60.3%
stencil/dagger/N=1024 (block 512)/assign (const) (allocs): -57.9%
linalg/dagger/N=1024 (block 128)/syrk (A'*A) (allocs): -44.5%
linalg/dagger/N=1024 (block 128)/syrk (A'*A) (memory): -40.3%
array/dagger/N=1024 (block 512)/norm (memory): -32.6%
linalg/dagger/N=1024 (block 512)/matmul (A*A) (allocs): -28.0%
linalg/dagger/N=1024 (block 512)/syrk (A'*A) (allocs): -25.6%

Within noise (4 metric(s) past threshold but inside the ±spread; not counted)

array/dagger/N=1024 (block 512)/broadcast (X .+ 1) (time): 1057.2%
linalg/dagger/N=256 (block 256)/solve (A\b via lu) (time): 72.1%
stencil/dagger/N=1024 (block 512)/assign (const) (time): -56.3%
array/dagger/N=256 (block 128)/reduce (sum) (time): -90.7%

MPI benchmarks (4 ranks)

Dagger benchmarks: `dirty` vs `master`

Median time

	master	dirty	master / dirty
array/dagger/N=1024 (block 128)/add (X + X)	0.193 ± 0.0018 s	0.187 ± 0.0008 s	1.03 ± 0.01
array/dagger/N=1024 (block 128)/alloc (rand)	0.0576 ± 0.0032 s	0.0552 ± 0.0072 s	1.04 ± 0.15
array/dagger/N=1024 (block 128)/broadcast (X .+ 1)	22.3 ± 0.41 ms	21.6 ± 0.28 ms	1.03 ± 0.023
array/dagger/N=1024 (block 128)/map (sin.(X))	24.4 ± 0.57 ms	23.3 ± 0.1 ms	1.05 ± 0.025
array/dagger/N=1024 (block 128)/norm	24.7 ± 0.19 ms	24.5 ± 0.41 ms	1.01 ± 0.018
array/dagger/N=1024 (block 128)/reduce (sum)	0.0453 ± 0.0067 s	0.0502 ± 0.014 s	0.903 ± 0.29
array/dagger/N=1024 (block 128)/transpose (permutedims)	0.0939 ± 0.00062 s	0.0931 ± 0.0013 s	1.01 ± 0.015
array/dagger/N=1024 (block 512)/add (X + X)	19 ± 0.13 ms	17.6 ± 0.33 ms	1.07 ± 0.021
array/dagger/N=1024 (block 512)/alloc (rand)	4.87 ± 2.3 ms	4.98 ± 1.8 ms	0.977 ± 0.59
array/dagger/N=1024 (block 512)/broadcast (X .+ 1)	2.95 ± 1.5 ms	2.77 ± 0.48 ms	1.07 ± 0.57
array/dagger/N=1024 (block 512)/map (sin.(X))	5.99 ± 0.46 ms	5.94 ± 0.46 ms	1.01 ± 0.11
array/dagger/N=1024 (block 512)/norm	5.79 ± 0.093 ms	5.49 ± 0.082 ms	1.05 ± 0.023
array/dagger/N=1024 (block 512)/reduce (sum)	3.01 ± 0.027 ms	2.98 ± 0.01 ms	1.01 ± 0.0097
array/dagger/N=1024 (block 512)/transpose (permutedims)	16.7 ± 0.38 ms	15.6 ± 1.1 ms	1.07 ± 0.077
array/dagger/N=256 (block 128)/add (X + X)	13.1 ± 0.1 ms	13.3 ± 0.24 ms	0.986 ± 0.019
array/dagger/N=256 (block 128)/alloc (rand)	3.8 ± 6.5 ms	3.67 ± 0.12 ms	1.03 ± 1.8
array/dagger/N=256 (block 128)/broadcast (X .+ 1)	1.55 ± 0.024 ms	1.56 ± 0.01 ms	0.991 ± 0.017
array/dagger/N=256 (block 128)/map (sin.(X))	1.66 ± 0.011 ms	1.68 ± 0.037 ms	0.989 ± 0.023
array/dagger/N=256 (block 128)/norm	1.91 ± 0.021 ms	1.9 ± 0.031 ms	1 ± 0.02
array/dagger/N=256 (block 128)/reduce (sum)	2.85 ± 0.0013 ms	2.87 ± 0.04 ms	0.994 ± 0.014
array/dagger/N=256 (block 128)/transpose (permutedims)	6.44 ± 0.049 ms	6.45 ± 0.032 ms	0.998 ± 0.0091
array/dagger/N=256 (block 256)/add (X + X)	4.17 ± 0.08 ms	4.14 ± 0.017 ms	1.01 ± 0.02
array/dagger/N=256 (block 256)/alloc (rand)	4.95 ± 7.3 ms	1.65 ± 0.021 ms	3 ± 4.4
array/dagger/N=256 (block 256)/broadcast (X .+ 1)	0.569 ± 0.045 ms	0.581 ± 0.016 ms	0.98 ± 0.081
array/dagger/N=256 (block 256)/map (sin.(X))	1.31 ± 0.012 ms	1.32 ± 0.02 ms	0.993 ± 0.018
array/dagger/N=256 (block 256)/norm	1.15 ± 0.00089 ms	1.11 ± 0.0039 ms	1.04 ± 0.0037
array/dagger/N=256 (block 256)/reduce (sum)	0.84 ± 0.026 ms	0.795 ± 0.019 ms	1.06 ± 0.041
array/dagger/N=256 (block 256)/transpose (permutedims)	2.38 ± 0.066 ms	2.24 ± 0.077 ms	1.06 ± 0.047
linalg/dagger/N=1024 (block 128)/cholesky	4.17 s	4.12 s	1.01
linalg/dagger/N=1024 (block 128)/lu	29.3 s	30.4 s	0.965
linalg/dagger/N=1024 (block 128)/matmul (A*A)	5.78 s	6.43 s	0.898
linalg/dagger/N=1024 (block 128)/matvec (A*x)	0.193 ± 0.00062 s	0.195 ± 0.00033 s	0.988 ± 0.0036
linalg/dagger/N=1024 (block 128)/qr	2.54 s	3.28 s	0.772
linalg/dagger/N=1024 (block 128)/solve (A\b via lu)	30.3 s	30.9 s	0.978
linalg/dagger/N=1024 (block 128)/syrk (A'*A)	3.83 s	4 s	0.958
linalg/dagger/N=1024 (block 512)/cholesky	0.296 ± 0.043 s	0.21 ± 0.023 s	1.41 ± 0.26
linalg/dagger/N=1024 (block 512)/lu	10.3 s	9.95 s	1.03
linalg/dagger/N=1024 (block 512)/matmul (A*A)	0.283 ± 0.043 s	0.3 ± 0.021 s	0.943 ± 0.16
linalg/dagger/N=1024 (block 512)/matvec (A*x)	22.3 ± 2.3 ms	21.3 ± 0.35 ms	1.05 ± 0.11
linalg/dagger/N=1024 (block 512)/qr	0.628 ± 0.16 s	0.572 ± 0.17 s	1.1 ± 0.43
linalg/dagger/N=1024 (block 512)/solve (A\b via lu)	10.6 s	10.1 s	1.05
linalg/dagger/N=1024 (block 512)/syrk (A'*A)	0.292 ± 0.048 s	0.242 ± 0.03 s	1.21 ± 0.25
linalg/dagger/N=256 (block 128)/cholesky	0.209 ± 0.11 s	0.198 ± 0.0047 s	1.05 ± 0.57
linalg/dagger/N=256 (block 128)/lu	1.85 ± 0.0018 s	1.85 ± 0.011 s	1 ± 0.0059
linalg/dagger/N=256 (block 128)/matmul (A*A)	0.161 ± 0.047 s	0.174 ± 0.014 s	0.926 ± 0.28
linalg/dagger/N=256 (block 128)/matvec (A*x)	20.3 ± 1.2 ms	20 ± 1.2 ms	1.02 ± 0.086
linalg/dagger/N=256 (block 128)/qr	0.2 ± 0.0081 s	0.248 ± 0.0012 s	0.808 ± 0.033
linalg/dagger/N=256 (block 128)/solve (A\b via lu)	1.89 ± 0.00098 s	1.89 ± 0.0088 s	1 ± 0.0047
linalg/dagger/N=256 (block 128)/syrk (A'*A)	0.141 ± 0.0093 s	0.175 ± 0.0046 s	0.804 ± 0.057
linalg/dagger/N=256 (block 256)/cholesky	0.0838 ± 0.052 s
linalg/dagger/N=256 (block 256)/lu	0.708 ± 0.003 s
linalg/dagger/N=256 (block 256)/matmul (A*A)	5.31 ± 0.15 ms
linalg/dagger/N=256 (block 256)/matvec (A*x)	5.1 ± 0.061 ms
linalg/dagger/N=256 (block 256)/qr	15.3 ± 1.4 ms
linalg/dagger/N=256 (block 256)/solve (A\b via lu)	0.722 ± 0.0047 s
linalg/dagger/N=256 (block 256)/syrk (A'*A)	12.6 ± 29 ms
sparse/dagger/N=1024 (block 64)/cg solve (laplacian)	14.1 s
sparse/dagger/N=1024 (block 64)/spgemm (S*S)	6.99 s
sparse/dagger/N=1024 (block 64)/spmv (S*x)	0.671 ± 0.00092 s
sparse/dagger/N=256 (block 16)/cg solve (laplacian)	13 s
sparse/dagger/N=256 (block 16)/spgemm (S*S)	6.99 s
sparse/dagger/N=256 (block 16)/spmv (S*x)	0.667 ± 0.0032 s
stencil/dagger/N=1024 (block 128)/alloc (neighbors Wrap)	1.46 ± 0.002 s
stencil/dagger/N=1024 (block 128)/assign (const)	0.0906 ± 0.0014 s
stencil/dagger/N=1024 (block 128)/multi-expr	0.242 ± 0.00088 s
stencil/dagger/N=1024 (block 128)/neighbors (Clamp)	1.31 ± 0.013 s
stencil/dagger/N=1024 (block 128)/neighbors (Pad)	1.22 ± 0.0013 s
stencil/dagger/N=1024 (block 128)/neighbors (Reflect)	1.32 ± 0.0019 s
stencil/dagger/N=1024 (block 128)/neighbors (Wrap)	1.49 ± 0.012 s
stencil/dagger/N=1024 (block 128)/update (+)	0.15 ± 0.00027 s
stencil/dagger/N=1024 (block 512)/alloc (neighbors Wrap)	0.132 ± 0.00016 s
stencil/dagger/N=1024 (block 512)/assign (const)	6.93 ± 0.074 ms
stencil/dagger/N=1024 (block 512)/multi-expr	17.5 ± 0.037 ms
stencil/dagger/N=1024 (block 512)/neighbors (Clamp)	0.0963 ± 0.0021 s
stencil/dagger/N=1024 (block 512)/neighbors (Pad)	0.0701 ± 0.00025 s
stencil/dagger/N=1024 (block 512)/neighbors (Reflect)	0.0958 ± 0.0023 s
stencil/dagger/N=1024 (block 512)/neighbors (Wrap)	0.13 ± 0.0012 s
stencil/dagger/N=1024 (block 512)/update (+)	10.7 ± 0.031 ms
stencil/dagger/N=256 (block 128)/alloc (neighbors Wrap)	0.114 ± 0.0016 s
stencil/dagger/N=256 (block 128)/assign (const)	6.44 ± 0.067 ms
stencil/dagger/N=256 (block 128)/multi-expr	16.4 ± 0.11 ms
stencil/dagger/N=256 (block 128)/neighbors (Clamp)	0.0741 ± 0.00058 s
stencil/dagger/N=256 (block 128)/neighbors (Pad)	0.0501 ± 0.00026 s
stencil/dagger/N=256 (block 128)/neighbors (Reflect)	0.0754 ± 0.00014 s
stencil/dagger/N=256 (block 128)/neighbors (Wrap)	0.112 ± 0.0011 s
stencil/dagger/N=256 (block 128)/update (+)	10.1 ± 0.039 ms
stencil/dagger/N=256 (block 256)/alloc (neighbors Wrap)	6.52 ± 0.092 ms
stencil/dagger/N=256 (block 256)/assign (const)	2.14 ± 0.016 ms
stencil/dagger/N=256 (block 256)/multi-expr	5.02 ± 0.17 ms
stencil/dagger/N=256 (block 256)/neighbors (Clamp)	5.55 ± 0.29 ms
stencil/dagger/N=256 (block 256)/neighbors (Pad)	5.23 ± 0.065 ms
stencil/dagger/N=256 (block 256)/neighbors (Reflect)	5.2 ± 0.027 ms
stencil/dagger/N=256 (block 256)/neighbors (Wrap)	5.14 ± 0.013 ms
stencil/dagger/N=256 (block 256)/update (+)	3.01 ± 0.03 ms
time_to_load	0.978 ± 0.0039 s	0.96 ± 0.0095 s	1.02 ± 0.011

Allocations / memory

	master	dirty	master / dirty
array/dagger/N=1024 (block 128)/add (X + X)	0.655 M allocs: 0.035 GB	0.655 M allocs: 0.035 GB	1
array/dagger/N=1024 (block 128)/alloc (rand)	0.101 M allocs: 6.88 MB	0.101 M allocs: 6.88 MB	1
array/dagger/N=1024 (block 128)/broadcast (X .+ 1)	0.0413 M allocs: 3.55 MB	0.0411 M allocs: 3.54 MB	1
array/dagger/N=1024 (block 128)/map (sin.(X))	0.0386 M allocs: 3.43 MB	0.0387 M allocs: 3.44 MB	1
array/dagger/N=1024 (block 128)/norm	0.0513 M allocs: 2.01 MB	0.0514 M allocs: 2.02 MB	0.997
array/dagger/N=1024 (block 128)/reduce (sum)	0.0821 M allocs: 3.08 MB	0.0813 M allocs: 3.04 MB	1.02
array/dagger/N=1024 (block 128)/transpose (permutedims)	0.303 M allocs: 17.7 MB	0.303 M allocs: 17.7 MB	0.999
array/dagger/N=1024 (block 512)/add (X + X)	0.0449 M allocs: 4.32 MB	0.0449 M allocs: 4.32 MB	1
array/dagger/N=1024 (block 512)/alloc (rand)	8.23 k allocs: 2.4 MB	8.23 k allocs: 2.4 MB	1
array/dagger/N=1024 (block 512)/broadcast (X .+ 1)	2.55 k allocs: 2.09 MB	2.58 k allocs: 2.09 MB	1
array/dagger/N=1024 (block 512)/map (sin.(X))	2.47 k allocs: 2.09 MB	2.38 k allocs: 2.09 MB	1
array/dagger/N=1024 (block 512)/norm	3.34 k allocs: 0.131 MB	3.36 k allocs: 0.131 MB	0.994
array/dagger/N=1024 (block 512)/reduce (sum)	4.81 k allocs: 0.177 MB	4.79 k allocs: 0.176 MB	1
array/dagger/N=1024 (block 512)/transpose (permutedims)	21 k allocs: 3.09 MB	21.1 k allocs: 3.09 MB	1
array/dagger/N=256 (block 128)/add (X + X)	0.0449 M allocs: 2.44 MB	0.0449 M allocs: 2.44 MB	1
array/dagger/N=256 (block 128)/alloc (rand)	8.23 k allocs: 0.527 MB	8.23 k allocs: 0.527 MB	1
array/dagger/N=256 (block 128)/broadcast (X .+ 1)	2.55 k allocs: 0.219 MB	2.58 k allocs: 0.22 MB	0.994
array/dagger/N=256 (block 128)/map (sin.(X))	2.44 k allocs: 0.214 MB	2.4 k allocs: 0.212 MB	1.01
array/dagger/N=256 (block 128)/norm	3.26 k allocs: 0.128 MB	3.34 k allocs: 0.131 MB	0.978
array/dagger/N=256 (block 128)/reduce (sum)	4.78 k allocs: 0.176 MB	4.74 k allocs: 0.174 MB	1.01
array/dagger/N=256 (block 128)/transpose (permutedims)	21 k allocs: 1.22 MB	21 k allocs: 1.22 MB	0.999
array/dagger/N=256 (block 256)/add (X + X)	14.1 k allocs: 1.24 MB	14.1 k allocs: 1.24 MB	1
array/dagger/N=256 (block 256)/alloc (rand)	3.53 k allocs: 0.677 MB	3.53 k allocs: 0.677 MB	1
array/dagger/N=256 (block 256)/broadcast (X .+ 1)	0.679 k allocs: 0.525 MB	0.677 k allocs: 0.525 MB	1
array/dagger/N=256 (block 256)/map (sin.(X))	0.659 k allocs: 0.524 MB	0.659 k allocs: 0.524 MB	1
array/dagger/N=256 (block 256)/norm	0.968 k allocs: 0.0392 MB	0.967 k allocs: 0.0392 MB	1
array/dagger/N=256 (block 256)/reduce (sum)	0.978 k allocs: 0.0387 MB	1.03 k allocs: 0.0405 MB	0.956
array/dagger/N=256 (block 256)/transpose (permutedims)	6.67 k allocs: 0.852 MB	6.67 k allocs: 0.852 MB	1
linalg/dagger/N=1024 (block 128)/cholesky	1.53 M allocs: 0.0793 GB	1.53 M allocs: 0.0794 GB	0.999
linalg/dagger/N=1024 (block 128)/lu	0.0492 G allocs: 2.35 GB	0.0492 G allocs: 2.35 GB	1
linalg/dagger/N=1024 (block 128)/matmul (A*A)	3.35 M allocs: 0.165 GB	3.36 M allocs: 0.166 GB	0.998
linalg/dagger/N=1024 (block 128)/matvec (A*x)	0.61 M allocs: 31.2 MB	0.607 M allocs: 31.1 MB	1
linalg/dagger/N=1024 (block 128)/qr	2.32 M allocs: 0.119 GB	2.32 M allocs: 0.118 GB	1
linalg/dagger/N=1024 (block 128)/solve (A\b via lu)	0.0502 G allocs: 2.4 GB	0.0502 G allocs: 2.4 GB	1
linalg/dagger/N=1024 (block 128)/syrk (A'*A)	2.53 M allocs: 0.127 GB	2.53 M allocs: 0.127 GB	1
linalg/dagger/N=1024 (block 512)/cholesky	0.0862 M allocs: 6.44 MB	0.0863 M allocs: 6.44 MB	1
linalg/dagger/N=1024 (block 512)/lu	18 M allocs: 0.858 GB	18 M allocs: 0.858 GB	1
linalg/dagger/N=1024 (block 512)/matmul (A*A)	0.1 M allocs: 7.07 MB	0.0998 M allocs: 7.06 MB	1
linalg/dagger/N=1024 (block 512)/matvec (A*x)	0.0611 M allocs: 3.14 MB	0.0609 M allocs: 3.13 MB	1
linalg/dagger/N=1024 (block 512)/qr	0.122 M allocs: 8.49 MB	0.122 M allocs: 8.49 MB	1
linalg/dagger/N=1024 (block 512)/solve (A\b via lu)	18.1 M allocs: 0.868 GB	18.1 M allocs: 0.868 GB	1
linalg/dagger/N=1024 (block 512)/syrk (A'*A)	0.0984 M allocs: 13 MB	0.0983 M allocs: 13 MB	1
linalg/dagger/N=256 (block 128)/cholesky	0.0862 M allocs: 4.56 MB	0.0863 M allocs: 4.56 MB	1
linalg/dagger/N=256 (block 128)/lu	4.59 M allocs: 0.218 GB	4.59 M allocs: 0.218 GB	1
linalg/dagger/N=256 (block 128)/matmul (A*A)	0.1 M allocs: 5.2 MB	0.0999 M allocs: 5.19 MB	1
linalg/dagger/N=256 (block 128)/matvec (A*x)	0.0611 M allocs: 3.14 MB	0.0609 M allocs: 3.13 MB	1
linalg/dagger/N=256 (block 128)/qr	0.122 M allocs: 6.42 MB	0.122 M allocs: 6.42 MB	1
linalg/dagger/N=256 (block 128)/solve (A\b via lu)	4.72 M allocs: 0.225 GB	4.72 M allocs: 0.225 GB	1
linalg/dagger/N=256 (block 128)/syrk (A'*A)	0.0983 M allocs: 5.52 MB	0.0986 M allocs: 5.53 MB	0.999
linalg/dagger/N=256 (block 256)/cholesky	23.6 k allocs: 1.75 MB
linalg/dagger/N=256 (block 256)/lu	2.03 M allocs: 0.0985 GB
linalg/dagger/N=256 (block 256)/matmul (A*A)	14.6 k allocs: 1.26 MB
linalg/dagger/N=256 (block 256)/matvec (A*x)	17.3 k allocs: 0.911 MB
linalg/dagger/N=256 (block 256)/qr	27.6 k allocs: 2.07 MB
linalg/dagger/N=256 (block 256)/solve (A\b via lu)	2.08 M allocs: 0.101 GB
linalg/dagger/N=256 (block 256)/syrk (A'*A)	21.3 k allocs: 3.11 MB
sparse/dagger/N=1024 (block 64)/cg solve (laplacian)	28.3 M allocs: 1.42 GB
sparse/dagger/N=1024 (block 64)/spgemm (S*S)	18.1 M allocs: 0.891 GB
sparse/dagger/N=1024 (block 64)/spmv (S*x)	2.13 M allocs: 0.107 GB
sparse/dagger/N=256 (block 16)/cg solve (laplacian)	28.3 M allocs: 1.42 GB
sparse/dagger/N=256 (block 16)/spgemm (S*S)	18.1 M allocs: 0.869 GB
sparse/dagger/N=256 (block 16)/spmv (S*x)	2.13 M allocs: 0.107 GB
stencil/dagger/N=1024 (block 128)/alloc (neighbors Wrap)	3.97 M allocs: 0.198 GB
stencil/dagger/N=1024 (block 128)/assign (const)	0.293 M allocs: 15.3 MB
stencil/dagger/N=1024 (block 128)/multi-expr	0.812 M allocs: 0.0415 GB
stencil/dagger/N=1024 (block 128)/neighbors (Clamp)	3.48 M allocs: 0.173 GB
stencil/dagger/N=1024 (block 128)/neighbors (Pad)	3.25 M allocs: 0.162 GB
stencil/dagger/N=1024 (block 128)/neighbors (Reflect)	3.48 M allocs: 0.173 GB
stencil/dagger/N=1024 (block 128)/neighbors (Wrap)	3.87 M allocs: 0.192 GB
stencil/dagger/N=1024 (block 128)/update (+)	0.518 M allocs: 27.2 MB
stencil/dagger/N=1024 (block 512)/alloc (neighbors Wrap)	0.316 M allocs: 18 MB
stencil/dagger/N=1024 (block 512)/assign (const)	20.4 k allocs: 1.06 MB
stencil/dagger/N=1024 (block 512)/multi-expr	0.0549 M allocs: 2.87 MB
stencil/dagger/N=1024 (block 512)/neighbors (Clamp)	0.21 M allocs: 10.7 MB
stencil/dagger/N=1024 (block 512)/neighbors (Pad)	0.145 M allocs: 7.42 MB
stencil/dagger/N=1024 (block 512)/neighbors (Reflect)	0.211 M allocs: 10.7 MB
stencil/dagger/N=1024 (block 512)/neighbors (Wrap)	0.308 M allocs: 15.6 MB
stencil/dagger/N=1024 (block 512)/update (+)	0.0344 M allocs: 1.8 MB
stencil/dagger/N=256 (block 128)/alloc (neighbors Wrap)	0.316 M allocs: 16.1 MB
stencil/dagger/N=256 (block 128)/assign (const)	20.4 k allocs: 1.06 MB
stencil/dagger/N=256 (block 128)/multi-expr	0.0549 M allocs: 2.87 MB
stencil/dagger/N=256 (block 128)/neighbors (Clamp)	0.21 M allocs: 10.7 MB
stencil/dagger/N=256 (block 128)/neighbors (Pad)	0.145 M allocs: 7.41 MB
stencil/dagger/N=256 (block 128)/neighbors (Reflect)	0.211 M allocs: 10.7 MB
stencil/dagger/N=256 (block 128)/neighbors (Wrap)	0.308 M allocs: 15.5 MB
stencil/dagger/N=256 (block 128)/update (+)	0.0344 M allocs: 1.8 MB
stencil/dagger/N=256 (block 256)/alloc (neighbors Wrap)	17.2 k allocs: 1.4 MB
stencil/dagger/N=256 (block 256)/assign (const)	6.51 k allocs: 0.345 MB
stencil/dagger/N=256 (block 256)/multi-expr	16.6 k allocs: 0.878 MB
stencil/dagger/N=256 (block 256)/neighbors (Clamp)	13.8 k allocs: 0.733 MB
stencil/dagger/N=256 (block 256)/neighbors (Pad)	13.7 k allocs: 0.732 MB
stencil/dagger/N=256 (block 256)/neighbors (Reflect)	13.8 k allocs: 0.741 MB
stencil/dagger/N=256 (block 256)/neighbors (Wrap)	13.7 k allocs: 0.726 MB
stencil/dagger/N=256 (block 256)/update (+)	10.1 k allocs: 0.533 MB
time_to_load	0.199 k allocs: 11.5 kB	0.199 k allocs: 11.5 kB	1

No time regressions beyond 35.0% or allocation regressions beyond 25.0% (timing changes inside the reported ±spread don't count) 🎉

Within noise (1 metric(s) past threshold but inside the ±spread; not counted)

array/dagger/N=256 (block 256)/alloc (rand) (time): -66.7%

Full results and plots (download the benchmark-results-* artifacts).

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Dagger benchmarks: `dirty` vs `master`

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Dagger benchmarks: `dirty` vs `master`

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dependabot Bot commented on behalf of github Sep 14, 2026

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github-actions Bot commented Sep 14, 2026

Dagger benchmarks: dirty vs master

Dagger benchmarks: dirty vs master

Median time

Allocations / memory

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Improvements

Dagger benchmarks: dirty vs master

Median time

Allocations / memory

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⚠️ Regressions (time > 35.0% and outside the reported ±spread; allocs/memory > 25.0%)

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Dagger benchmarks: dirty vs master

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Dagger benchmarks: `dirty` vs `master`

Dagger benchmarks: `dirty` vs `master`

Dagger benchmarks: `dirty` vs `master`

Dagger benchmarks: `dirty` vs `master`