Conversation
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: Please evaluate this fixed-revision request. |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
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Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
for c in f26e4766f9d4082cb0f747abc465562e17b2fa08 82d667fbfb896df0318d37383fa32c54a031ad48 a8ac7e5bccb972b35808dc973f7b4aac96cbbc13; do
printf '%s ' "$c"
git cat-file -t "$c" 2>&1 || true
git rev-parse --verify "$c^{commit}" 2>&1 || true
done
git merge-base f26e4766f9d4082cb0f747abc465562e17b2fa08 82d667fbfb896df0318d37383fa32c54a031ad48 2>&1 || true
echo HEAD_CHANGES
git diff --stat a8ac7e5bccb972b35808dc973f7b4aac96cbbc13 f26e4766f9d4082cb0f747abc465562e17b2fa08 2>&1 | tail -90
echo TARGET_CHANGES
git diff --stat a8ac7e5bccb972b35808dc973f7b4aac96cbbc13 82d667fbfb896df0318d37383fa32c54a031ad48 2>&1 | tail -90Length of output: 7568 🏁 Script executed: #!/bin/bash
set -u
base=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
head=f26e4766f9d4082cb0f747abc465562e17b2fa08
target=82d667fbfb896df0318d37383fa32c54a031ad48
echo HEAD_PRODUCTION_DIFF
git diff "$base" "$head" -- 'tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4' 'tensorrt_llm/_torch/models/modeling_minimaxm3.py' 'tensorrt_llm/_torch/modules/moe' | head -750
echo TARGET_RELATED_NAMES
git diff --name-only "$base" "$target" | rg -i 'moe|mini|max|cute_dsl|quant|modeling|torch/models|l0_b200|l0_cpu' | head -180
echo TARGET_STATUS
git diff --shortstat "$base" "$target"Length of output: 16716 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo HEAD_MOE
git diff "$b" "$h" -- tensorrt_llm/_torch/moe | head -600
echo TARGET_MINIMAX_INTERFACE
git diff "$b" "$t" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py tensorrt_llm/_torch/moe/fused_moe/interface.py | head -1100
echo TARGET_MOE
git diff "$b" "$t" -- tensorrt_llm/_torch/moe/fused_moe/configurable_moe.py tensorrt_llm/_torch/moe/fused_moe/fused_moe_cute_dsl_b12x.py tensorrt_llm/_torch/moe/fused_moe/fused_moe_triton.py | head -850Length of output: 28089 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo HEAD_TEST_DIFF
git diff "$b" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/moe/test_moe_backend.py tests/unittest/_torch/moe/test_moe_module.py | head -650
echo TARGET_MODEL_REFERENCES
git grep -n -E 'routed_output_is_global|post_feed_forward_fusion|MiniMaxM3MoE|_build_swiglu_oai_dense_mlp|MegaMoECuteDsl|MoESchedulerKind' "$t" -- tests/unittest/_torch tensorrt_llm/_torch/models/modeling_minimaxm3.py tensorrt_llm/_torch/moe/fused_moe | head -180
echo TARGET_TEST_MOE_DIFF
git diff "$b" "$t" -- tests/unittest/_torch/moe/test_moe_module.py | head -320Length of output: 56973 🏁 Script executed: #!/bin/bash
set -u
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
for item in \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:70:146" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:515:555" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:498:545" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:320:420" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:160:215"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; start=${range%%:*}; end=${range##*:}
echo "=== $sha $path L$start-$end ==="
git show "$sha:$path" | nl -ba | sed -n "${start},${end}p"
doneLength of output: 15891
SEMANTIC_REVIEWI verified all three commit IDs. Their merge base is
These are test-double incompatibilities, not demonstrated production inference failures. I did not execute project code or tests. SEMANTIC_RESULT request_id=c57fbd2f-b1e5-4b53-8b22-49417790cb61 head=f26e4766f9d4082cb0f747abc465562e17b2fa08 target=82d667fbfb896df0318d37383fa32c54a031ad48 merge_base=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13 verdict=FAIL You are interacting with an AI system. |
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
git remote -v | head -3
for c in "$h" "$t" "$b"; do echo "=== $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_CHANGED; git diff --stat "$b" "$h" 2>&1
echo TARGET_CHANGED; git diff --stat "$b" "$t" 2>&1
echo HEAD_NAMES; git diff --name-status "$b" "$h" 2>&1
echo TARGET_NAMES; git diff --name-status "$b" "$t" 2>&1Length of output: 39690 🏁 Script executed: #!/bin/bash
set -u
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
echo HEAD_SERVE_DIFF
git diff --unified=18 "$b" "$h" -- tensorrt_llm/_utils.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py
echo TARGET_SERVE_DIFF
git diff --unified=10 "$b" "$t" -- tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_protocol.py tensorrt_llm/serve/postprocess_handlers.pyLength of output: 90947 🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
for item in "$h:tensorrt_llm/serve/openai_server.py:96:125" "$h:tensorrt_llm/serve/openai_server.py:889:907" "$h:tensorrt_llm/serve/responses_utils.py:2642:2672" "$t:tensorrt_llm/serve/openai_server.py:94:119" "$t:tensorrt_llm/serve/openai_server.py:3033:3079" "$t:tensorrt_llm/serve/openai_server.py:3140:3166" "$t:tensorrt_llm/serve/openai_server.py:3290:3335" "$t:tensorrt_llm/serve/openai_server.py:3355:3388" "$h:tensorrt_llm/_utils.py:102:145"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; rest=${rest#*:}; s=${rest%%:*}; e=${rest##*:}
echo "=== $sha $path $s-$e"; git show "$sha:$path" | nl -ba | sed -n "${s},${e}p"
done
echo OCCURRENCES_HEAD_TARGET
for c in "$h" "$t" "$b"; do echo "=== $c"; git grep -n 'get_steady_clock_now_in_seconds' "$c" -- tensorrt_llm/serve/openai_server.py; done
echo TARGET_VISUAL_TESTS
git diff "$b" "$t" -- tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py tests/unittest/_torch/visual_gen/test_visual_gen_utils.py | rg -n -C3 'server_arrival_time|Server-Timing|image_generation|image_edit|request_received' | head -160Length of output: 25213
SEMANTIC_REVIEWFAIL — the head removes an import needed by new target code. The head has no Trigger: Complete a successful image generation or image edit request with the head’s import removal and the target’s new timing calculation. Observable failure: The timing calculation raises I did not run project code or tests. SEMANTIC_RESULT request_id=5f2cbf4c-5d86-4a0b-bcbb-26f34da8bbb6 head=f1e49292ff5fd55897ea3e29b43c0209be569cf0 target=40ac40773e5da7e99021df1566adcbaef8b95345 merge_base=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add verdict=FAIL You are interacting with an AI system. |
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Navigate logical layers of code changes, visualize relationships, and explore their blast radius. No actionable comments were generated in the recent review. 🎉 ℹ️ Recent review info⚙️ Run configurationConfiguration used: Repository: NVIDIA/TensorRT-LLM/.coderabbit.yaml Review profile: CHILL Plan: Enterprise Run ID: 📒 Files selected for processing (7)
Included review availability: This review used your included allowance. Your plan provides up to 12 included reviews per hour; 11 remain after this review. WalkthroughThis change updates semantic-review request discovery and delivery for scheduled and manual runs. It adds fixed-revision result validation and check publication, along with related tests, workflows, replay cases, and guidance. ChangesAdvisory semantic review
Priority: ⬇️ Low Estimated code review effort: 4 (Complex) | ~45 minutes Change: Feature Sequence Diagram(s)sequenceDiagram
participant RequestScript as semantic_review_request.js
participant GitHub
participant CodeRabbit
participant Publisher as semantic_review.js
RequestScript->>GitHub: Post fixed-revision request comment and check
GitHub->>CodeRabbit: Deliver request comment
CodeRabbit->>GitHub: Post review result comment
GitHub->>Publisher: Trigger comment-event workflow
Publisher->>GitHub: Validate result and update check
Possibly related PRs
Suggested reviewers: Merge Risk: ⚪ Minimal · up to No identified issue blocks merging after normal checks. Production scheduling and service-account delivery still require the planned deployment pilot. 🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
Full details: Docstring CoverageExplanation Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 17 functions across 5 files. (3 skipped: 3 unsupported.)
✨ Finishing Touches🧪 Generate unit tests (beta)
Comment |
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@coderabbitai Please process the fixed-revision analysis request in #19621 (comment). Keep that request's identity, SHAs, instructions, and output format. Inspect only its supplied revisions; do not use findings from other replay requests as evidence. |
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Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "COMMIT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_STATS; git diff --stat "$b" "$h" 2>&1 | tail -85
echo TARGET_STATS; git diff --stat "$b" "$t" 2>&1 | tail -85
echo HEAD_NAMES; git diff --name-status "$b" "$h" 2>&1 | head -180
echo TARGET_NAMES; git diff --name-status "$b" "$t" 2>&1 | head -180Length of output: 16871 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo HEAD_DIFF
git diff --unified=8 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py | head -950
echo TARGET_RELATED_STATS
git diff --stat "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi | head -125
echo TARGET_RELATED_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi | head -180Length of output: 41568 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo TARGET_LLMPATH_DIFF
git diff --unified=12 "$b" "$t" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py | head -550
echo TARGET_CALLS_REMOVED
for pattern in 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'generate_dummy_loras' 'test_multi_lora_support' 'test_llm_torch_multi_lora_support' 'get_test_prompts_for_torch' 'CachedModelLoader(' 'ModelLoader('; do
echo "PATTERN $pattern"
git grep -n -F "$pattern" "$t" -- tensorrt_llm tests/integration tests/unittest ':!tests/integration/defs/.test_durations' 2>/dev/null | head -35
done
echo TARGET_NEW_CALLS
git diff --unified=2 "$b" "$t" -- tests/integration/defs tests/unittest/llmapi | rg -n -C2 'llm_build_stats|_engine_dir|CachedModelLoader|ModelLoader|logprobs|return_context_logits|return_generation_logits|generate_dummy_loras|test_multi_lora_support|test_llm_torch_multi_lora_support|get_test_prompts' | head -230Length of output: 22630 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo DFLASH_TEST_DIFF
git diff --unified=7 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | tail -270
for item in \
"$h:tensorrt_llm/llmapi/llm_utils.py:350:455" \
"$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py:565:745" \
"$t:tensorrt_llm/llmapi/llm_utils.py:408:459" \
"$h:tensorrt_llm/llmapi/llm.py:1470:1495" \
"$t:tensorrt_llm/llmapi/llm.py:1470:1499"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; start=${range%%:*}; end=${range##*:}
echo "=== $sha $path $start-$end ==="
git show "$sha:$path" | nl -ba | sed -n "${start},${end}p"
doneLength of output: 33570 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo TARGET_LLARGS_DIFF
git diff --unified=4 "$b" "$t" -- tensorrt_llm/llmapi/llm_args.py | head -470
echo TARGET_MODELWRAPPER
git grep -n -E '^([[:space:]]*class _ModelWrapper|[[:space:]]*from .* import .*_ModelWrapper|[[:space:]]*_ModelWrapper =)' "$t" -- tensorrt_llm/llmapi/llm_args.py tensorrt_llm/llmapi/llm_utils.py
echo TARGET_DFLASH_DIFF_PROOF
git diff --unified=2 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | rg -n -C3 'TestHubIdRevalidation|return CachedModelLoader|def test_hub_id_budget_checked_after_download|def test_local_path_is_not_checked_twice'
echo OTHER_TARGET_HEAD_TEST_CONTRACTS
git grep -n -E '(from (tests.integration.defs.common|\\.common) import|common\\.(generate_dummy_loras|get_test_prompts|test_multi_lora_support|test_llm_torch_multi_lora_support))' "$t" -- tests ':!tests/integration/defs/common.py' | head -65Length of output: 27189
SEMANTIC_REVIEWI verified all three full commit IDs. Their merge base is FAIL — target tests pass keywords removed by the head. The head changes Trigger: Run either new SEMANTIC_RESULT request_id=b4600db6-84b8-4fd4-978b-673756e17ac5 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL You are interacting with an AI system. |
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Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "COMMIT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_NAMES; git diff --name-status "$b" "$h" | head -160
echo TARGET_NAMES; git diff --name-status "$b" "$t" | head -180
echo HEAD_STAT; git diff --shortstat "$b" "$h"
echo TARGET_STAT; git diff --shortstat "$b" "$t"Length of output: 11257 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo HEAD_DIFF
git diff --unified=4 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py | head -700
echo TARGET_RELATED_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative | head -130
echo TARGET_LLAPI_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/llm.py | head -360Length of output: 36248 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo TARGET_DFLASH_DIFF
git diff --unified=5 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | tail -220
echo HEAD_CONSTRUCTOR
git show "$h:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '350,379p'
echo TARGET_TEST
git show "$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py" | nl -ba | sed -n '592,708p'
echo TARGET_CONSTRUCTOR
git show "$t:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '354,381p'
echo REMOVED_API_TARGET_OCCURRENCES
for s in LlmBuildStats llm_build_stats _engine_dir generate_dummy_loras test_multi_lora_support test_llm_torch_multi_lora_support get_test_prompts_for_torch; do echo "=== $s"; git grep -n -F "$s" "$t" -- tensorrt_llm/llmapi tests/unittest tests/integration/defs ':!tests/integration/defs/common.py' | head -18; done
echo TARGET_CALLERS
git grep -n -F 'CachedModelLoader(' "$t" -- tensorrt_llm tests | head -65Length of output: 1425 🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo HEAD_CONSTRUCTOR
git show "$h:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '350,375p'
echo TARGET_TEST
git show "$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py" | nl -ba | sed -n '609,692p'
echo TARGET_CONSTRUCTOR
git show "$t:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '357,381p'Length of output: 7211 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo ADDED_TEST_HELPER
git diff --unified=1 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | grep -n -A12 -B4 'class TestHubIdRevalidation' | head -35
echo TEST_END
git show "$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py" | nl -ba | sed -n '675,701p'
echo TARGET_LOADER_CHANGE
git show "$t:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '417,453p'
echo TARGET_HEAD_SHARED_CALLS
git grep -n -E 'LlmBuildStats|llm_build_stats|_engine_dir' "$t" -- tensorrt_llm/llmapi tests/unittest/llmapi | head -45Length of output: 7345
SEMANTIC_REVIEWI verified all three commit IDs. The merge base of the fixed head and target is FAIL — the target’s test helper uses constructor keywords removed by the head. The head’s Trigger: Run either I did not run project code or tests. SEMANTIC_RESULT request_id=b4600db6-84b8-4fd4-978b-673756e17ac5 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
echo REMOTE; git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "COMMIT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_NAMES; git diff --name-status "$b" "$h" 2>&1 | head -180
echo TARGET_NAMES; git diff --name-status "$b" "$t" 2>&1 | head -210
echo HEAD_SHORTSTAT; git diff --shortstat "$b" "$h" 2>&1
echo TARGET_SHORTSTAT; git diff --shortstat "$b" "$t" 2>&1Length of output: 14752 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo HEAD_MINIMAX_AND_TEST_DIFF
git diff --unified=5 "$b" "$h" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py tests/unittest/_torch/models/test_minimax_m3.py | head -550
echo TARGET_MINIMAX_DIFF
git diff --unified=5 "$b" "$t" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -560
echo TARGET_RELATED_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/_torch/moe tensorrt_llm/_torch/models tests/unittest/_torch/peft tests/unittest/_torch/models tests/unittest/_torch/moe | head -120
echo HEAD_MOE_DIFF_STAT
git diff --stat "$b" "$h" -- tensorrt_llm/_torch/moe tensorrt_llm/_torch/cute_dsl_kernelsLength of output: 24405 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
for item in \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:72:145" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:498:557" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:498:550" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:330:418"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; s=${range%%:*}; e=${range##*:}
echo "=== $sha $path $s-$e ==="
git show "$sha:$path" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_LORA_TEST_DIFF
git diff --unified=3 "$b" "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py | tail -260
echo HEAD_MOE_DIFF
git diff --unified=3 "$b" "$h" -- tensorrt_llm/_torch/moe tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4 | head -470
echo TARGET_MOE_DIFF_KEYWORDS
git diff --unified=2 "$b" "$t" -- tensorrt_llm/_torch/moe/fused_moe | rg -n -C3 'scheduler_kind|FUSED_COMM|lora_params|allreduce|MegaMoE|create_moe' | head -170Length of output: 42224 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo HEAD_MODEL_CONSTRUCTOR
git show "$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py" | nl -ba | sed -n '445,485p'
echo TARGET_TEST_PROVENANCE
git diff --unified=1 "$b" "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py | grep -n -A65 -B3 '^+def test_feed_forward_moe_wrappers_combine_routed_and_shared_lora' | head -75
echo HEAD_TARGET_TEST_REFERENCES
for c in "$h" "$t"; do
echo "=== $c"
git grep -n -E 'MiniMaxM3MoE\.forward\(|MiniMaxM3MoE\.__new__\(|_M3CompositionShared|routed_output_is_global' "$c" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.py tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -70
done
echo TARGET_INTERFACE_CHANGES
git diff --unified=2 "$b" "$t" -- tensorrt_llm/_torch/moe/fused_moe/interface.py tensorrt_llm/_torch/moe/fused_moe/configurable_moe.py | head -180Length of output: 10300
SEMANTIC_REVIEWI verified all three supplied commits in NVIDIA/TensorRT-LLM. Their merge base is
These findings concern test doubles. They do not establish a production inference failure. I did not execute project code or tests. SEMANTIC_RESULT request_id=d18164cd-3ada-4fff-8a03-f4ae96787e24 head=f26e4766f9d4082cb0f747abc465562e17b2fa08 target=82d667fbfb896df0318d37383fa32c54a031ad48 merge_base=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13 verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
echo REMOTE
git remote -v | head -4
for c in "$h" "$t" "$b"; do
echo "COMMIT $c"
git cat-file -t "$c" 2>&1
git rev-parse --verify "$c^{commit}" 2>&1
done
echo MERGE_BASE
git merge-base "$h" "$t" 2>&1
echo HEAD_STATS
git diff --stat "$b" "$h" | tail -65
echo TARGET_STATS
git diff --stat "$b" "$t" | tail -65
echo HEAD_NAMES
git diff --name-status "$b" "$h" | head -145
echo TARGET_NAMES
git diff --name-status "$b" "$t" | head -145Length of output: 14228 🏁 Script executed: #!/bin/bash
set -u
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
echo TARGET_SERVE_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/serve tests/unittest/serve tests/unittest/_torch/visual_gen | head -90
echo HEAD_SERVER_DIFF
git diff --unified=5 "$b" "$h" -- tensorrt_llm/serve/openai_server.py
echo TARGET_SERVER_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/serve/openai_server.py | head -580
echo HEAD_RELATED_DIFFS
git diff --unified=3 "$b" "$h" -- tensorrt_llm/_utils.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py | head -500Length of output: 38256 🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
for item in \
"$h:tensorrt_llm/serve/openai_server.py:90:122" \
"$h:tensorrt_llm/serve/openai_server.py:1741:1761" \
"$t:tensorrt_llm/serve/openai_server.py:94:122" \
"$t:tensorrt_llm/serve/openai_server.py:3036:3067" \
"$t:tensorrt_llm/serve/openai_server.py:3145:3183" \
"$t:tensorrt_llm/serve/openai_server.py:3298:3327" \
"$t:tensorrt_llm/serve/openai_server.py:3365:3400" \
"$t:tensorrt_llm/serve/visual_gen_metrics.py:1:120"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; start=${range%%:*}; end=${range##*:}
echo "=== $sha $path Lines $start-$end ==="
git show "$sha:$path" | nl -ba | sed -n "${start},${end}p"
done
echo NAME_BINDINGS
for c in "$b" "$h" "$t"; do
echo "=== $c"
git grep -n 'get_steady_clock_now_in_seconds' "$c" -- tensorrt_llm/serve/openai_server.py || true
done
echo TARGET_SERVE_CLIENT_DIFF
git diff --unified=2 "$b" "$t" -- tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/postprocess_handlers.py tensorrt_llm/serve/openai_video_routes.py | head -200Length of output: 29741 🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
for item in \
"$h:tensorrt_llm/serve/responses_utils.py:2650:2674" \
"$h:tensorrt_llm/serve/openai_server.py:752:761" \
"$h:tensorrt_llm/serve/openai_server.py:897:914" \
"$h:tensorrt_llm/_utils.py:120:162" \
"$t:tensorrt_llm/serve/openai_video_routes.py:140:266" \
"$t:tensorrt_llm/serve/openai_video_routes.py:382:485"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; s=${range%%:*}; e=${range##*:}
echo "=== $sha $path Lines $s-$e ==="
git show "$sha:$path" | nl -ba | sed -n "${s},${e}p"
doneLength of output: 19348 🏁 Script executed: #!/bin/bash
set -u
t=40ac40773e5da7e99021df1566adcbaef8b95345
echo VIDEO_TIMING_REFERENCES
git grep -n -E 'request_started|server_arrival_time|get_steady_clock_now_in_seconds|Server-Timing' "$t" -- tensorrt_llm/serve/openai_video_routes.py | head -100
echo VIDEO_BACKGROUND
git show "$t:tensorrt_llm/serve/openai_video_routes.py" | nl -ba | sed -n '480,585p'
echo VIDEO_IMPORTS
git show "$t:tensorrt_llm/serve/openai_video_routes.py" | nl -ba | sed -n '18,42p'Length of output: 9391
SEMANTIC_REVIEWI verified the three supplied commits in NVIDIA/TensorRT-LLM. Their computed merge base is
SEMANTIC_RESULT request_id=c4fc0d0a-fe56-4df6-960d-1cdc08ceba72 head=f1e49292ff5fd55897ea3e29b43c0209be569cf0 target=40ac40773e5da7e99021df1566adcbaef8b95345 merge_base=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
for c in "$h" "$t" "$b"; do
echo "COMMIT $c"
git cat-file -t "$c" 2>&1 || true
git rev-parse --verify "$c^{commit}" 2>&1 || true
done
echo MERGE_BASE
git merge-base "$h" "$t" 2>&1 || true
echo HEAD_CHANGES
git diff --name-status "$b" "$h" 2>&1 | head -200
echo TARGET_CHANGES
git diff --name-status "$b" "$t" 2>&1 | head -240
echo HEAD_SHORTSTAT
git diff --shortstat "$b" "$h" 2>&1
echo TARGET_SHORTSTAT
git diff --shortstat "$b" "$t" 2>&1Length of output: 19783 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo HEAD_DIFF
git diff --unified=5 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py | head -850
echo TARGET_LLAPI_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative | head -150
echo TARGET_LLAPI_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py | head -410Length of output: 39265 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo TARGET_DFLASH_TEST_DIFF
git diff --unified=3 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | tail -215
for item in \
"$h:tensorrt_llm/llmapi/llm_utils.py:350:445" \
"$t:tensorrt_llm/llmapi/llm_utils.py:356:455" \
"$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py:580:715" \
"$t:tensorrt_llm/llmapi/llm.py:1650:1685"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_USAGE_SEARCH
for pat in 'CachedModelLoader(' 'ModelLoader(' 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'generate_dummy_loras' 'test_multi_lora_support' 'test_llm_torch_multi_lora_support' 'get_test_prompts_for_torch'; do
echo "=== $pat"
git grep -n -F "$pat" "$t" -- tensorrt_llm tests/integration tests/unittest ':!tests/integration/defs/.test_durations' 2>/dev/null | head -32 || true
doneLength of output: 37809
SEMANTIC_REVIEWI verified all three supplied commits. Git computed FAIL — the target’s test helper passes keywords removed by the head. The head’s Trigger: Run either new I used read-only source and Git inspection. I did not run project code or tests. SEMANTIC_RESULT request_id=f0d874ec-446a-45ec-8d48-e88ce4844e65 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
echo REMOTE
git remote -v | head -4
for c in "$h" "$t" "$b"; do
echo "COMMIT $c"
git cat-file -t "$c" 2>&1
git rev-parse --verify "$c^{commit}" 2>&1
done
echo MERGE_BASE
git merge-base "$h" "$t" 2>&1
echo HEAD_NAMES
git diff --name-status "$b" "$h" | head -150
echo TARGET_NAMES
git diff --name-status "$b" "$t" | head -160
echo HEAD_STAT
git diff --shortstat "$b" "$h"
echo TARGET_STAT
git diff --shortstat "$b" "$t"Length of output: 10772 🏁 Script executed: #!/bin/bash
set -u
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
echo HEAD_UTILS_AND_SERVER_DIFF
git diff --unified=3 "$b" "$h" -- tensorrt_llm/_utils.py tensorrt_llm/serve/openai_server.py | head -480
echo HEAD_OTHER_DIFF
git diff --unified=2 "$b" "$h" -- tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py | head -540
echo TARGET_SERVE_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/serve tests/unittest/serve tests/unittest/_torch/visual_gen | head -110
echo TARGET_SERVER_DIFF
git diff --unified=2 "$b" "$t" -- tensorrt_llm/serve/openai_server.py | head -530Length of output: 33868 🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
for item in \
"$h:tensorrt_llm/serve/openai_server.py:92:122" \
"$t:tensorrt_llm/serve/openai_server.py:92:122" \
"$t:tensorrt_llm/serve/openai_server.py:3037:3070" \
"$t:tensorrt_llm/serve/openai_server.py:3143:3179" \
"$t:tensorrt_llm/serve/openai_server.py:3295:3332" \
"$t:tensorrt_llm/serve/openai_server.py:3366:3400" \
"$h:tensorrt_llm/serve/responses_utils.py:2650:2673" \
"$h:tensorrt_llm/_utils.py:110:163"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; s=${range%%:*}; e=${range##*:}
echo "=== $sha $path $s-$e"
git show "$sha:$path" | nl -ba | sed -n "${s},${e}p"
done
echo HEAD_TARGET_BINDINGS
for c in "$b" "$h" "$t"; do echo "=== $c"; git grep -n -F 'get_steady_clock_now_in_seconds' "$c" -- tensorrt_llm/serve/openai_server.py || true; done
echo VIDEO_TIMESTAMP_REFERENCES
git grep -n -E 'server_arrival_time|get_steady_clock_now_in_seconds|Server-Timing|total=' "$t" -- tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/visual_gen_metrics.py | head -125
echo TARGET_VIDEO_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/serve/openai_video_routes.py | head -310Length of output: 33707 🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
for item in \
"$h:tensorrt_llm/serve/openai_server.py:898:914" \
"$h:tensorrt_llm/serve/openai_server.py:1740:1764" \
"$t:tensorrt_llm/serve/openai_video_routes.py:20:39" \
"$t:tensorrt_llm/serve/openai_video_routes.py:144:158" \
"$t:tensorrt_llm/serve/openai_video_routes.py:207:225" \
"$t:tensorrt_llm/serve/openai_video_routes.py:247:264" \
"$t:tensorrt_llm/serve/openai_video_routes.py:388:399" \
"$t:tensorrt_llm/serve/openai_video_routes.py:420:451" \
"$t:tensorrt_llm/serve/openai_video_routes.py:546:570" \
"$t:tensorrt_llm/serve/visual_gen_metrics.py:16:61"; do
sha=${item%%:*}; rest=${item#*:}; path=${rest%%:*}; range=${rest#*:}; s=${range%%:*}; e=${range##*:}
echo "=== $sha $path $s-$e"
git show "$sha:$path" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_VIDEO_JOB_FIELD
git grep -n -E 'request_started|def set_steady_clock_offset|_adjusted_steady_clock' "$t" -- tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/visual_gen_utils.py | head -75
echo HEAD_OFFSET_CALLS
git grep -n -E 'set_steady_clock_offset|reference_offset' "$h" -- tensorrt_llm/serve/openai_server.py | head -35Length of output: 14843
SEMANTIC_REVIEWI verified all three supplied commits in NVIDIA/TensorRT-LLM. Git computed
Neither failure is established by a clean merge. The first requires the head’s import removal and the target’s new calls. The second requires the head’s adjusted arrival timestamp and the target’s new duration calculation. SEMANTIC_RESULT request_id=d555446d-f878-4fa1-9f2f-f2a1f236b7a6 head=f1e49292ff5fd55897ea3e29b43c0209be569cf0 target=40ac40773e5da7e99021df1566adcbaef8b95345 merge_base=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
echo REMOTE; git remote -v | head -3
for c in "$h" "$t" "$b"; do echo "COMMIT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_NAMES; git diff --name-status "$b" "$h" 2>&1 | head -180
echo TARGET_NAMES; git diff --name-status "$b" "$t" 2>&1 | head -200
echo HEAD_STAT; git diff --shortstat "$b" "$h" 2>&1
echo TARGET_STAT; git diff --shortstat "$b" "$t" 2>&1Length of output: 14227 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo HEAD_MODEL_AND_TEST
git diff --unified=5 "$b" "$h" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py tests/unittest/_torch/models/test_minimax_m3.py | head -490
echo TARGET_MODEL
git diff --unified=5 "$b" "$t" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -510
echo TARGET_RELATED_CHANGED_PATHS
git diff --name-only "$b" "$t" -- tensorrt_llm/_torch/moe tensorrt_llm/_torch/models tests/unittest/_torch/peft tests/unittest/_torch/models tests/unittest/_torch/moe | head -145
echo HEAD_MOE
git diff --unified=2 "$b" "$h" -- tensorrt_llm/_torch/moe | head -380
echo TARGET_LORA_TEST
git diff --unified=3 "$b" "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py | tail -235Length of output: 40956 🏁 Script executed: #!/bin/bash
set -u
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
for item in \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:73:145" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:448:488" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:501:557" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:498:551" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:325:402" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:468:489"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo HEAD_TEST_PROVENANCE
git diff --unified=1 "$b" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py | head -112
echo TARGET_TEST_PROVENANCE
git diff --unified=1 "$b" "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py | grep -n -A83 -B4 'test_feed_forward_moe_wrappers_combine_routed_and_shared_lora' | head -95
echo TARGET_MOE_LO_RA_DIFF
git diff --unified=2 "$b" "$t" -- tensorrt_llm/_torch/moe/fused_moe/interface.py tensorrt_llm/_torch/moe/fused_moe/configurable_moe.py | rg -n -C3 'lora_params|scheduler_kind|FUSED_COMM' | head -125Length of output: 24767
SEMANTIC_REVIEWGit verified all three full commit IDs. The merge base of the supplied head and target is
These are test-double incompatibilities. They do not establish a production inference failure. I used read-only inspection and did not run project code or tests. SEMANTIC_RESULT request_id=0b7b3f4d-95d9-4cb3-a56d-21699bfa0bb4 head=f26e4766f9d4082cb0f747abc465562e17b2fa08 target=82d667fbfb896df0318d37383fa32c54a031ad48 merge_base=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13 verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
echo ORIGIN
git remote -v | head -4
for c in "$h" "$t" "$b"; do
echo "OBJECT $c"
git cat-file -t "$c" 2>&1 || true
git rev-parse --verify "$c^{commit}" 2>&1 || true
done
echo COMPUTED_MERGE_BASE
git merge-base "$h" "$t" 2>&1 || true
echo HEAD_CHANGED_PATHS
git diff --name-status "$b" "$h" 2>&1 | head -180
echo TARGET_CHANGED_PATHS
git diff --name-status "$b" "$t" 2>&1 | head -200
echo HEAD_SUMMARY
git diff --shortstat "$b" "$h" 2>&1
echo TARGET_SUMMARY
git diff --shortstat "$b" "$t" 2>&1Length of output: 13949 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo HEAD_DIFF
git diff --unified=4 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py | head -760
echo TARGET_RELATED_CHANGED_PATHS
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative | head -135
echo TARGET_LLAPI_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py | head -320
echo TARGET_CALLERS
git grep -n -F 'CachedModelLoader(' "$t" -- tensorrt_llm tests | head -90Length of output: 37946 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo DFLASH_NEW_TEST_DIFF
git diff --unified=3 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | tail -210
for item in \
"$h:tensorrt_llm/llmapi/llm_utils.py:355:373" \
"$t:tensorrt_llm/llmapi/llm_utils.py:357:378" \
"$t:tensorrt_llm/llmapi/llm_utils.py:405:455" \
"$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py:594:705" \
"$h:tensorrt_llm/llmapi/llm.py:1640:1660" \
"$t:tensorrt_llm/llmapi/llm.py:1665:1685"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_REMOVED_SYMBOL_REFERENCES
for pattern in 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'generate_dummy_loras' 'test_multi_lora_support' 'test_llm_torch_multi_lora_support' 'get_test_prompts_for_torch'; do
echo "=== $pattern"
git grep -n -F "$pattern" "$t" -- tensorrt_llm tests/integration/defs tests/unittest ':!tests/integration/defs/.test_durations' 2>/dev/null | head -22 || true
doneLength of output: 29505
SEMANTIC_REVIEWGit verified all three supplied commits. The computed merge base is FAIL — the target’s test helper passes keywords removed by the head. The head’s Trigger: Run either I used read-only source and Git inspection. I did not run project code or tests. SEMANTIC_RESULT request_id=b4600db6-84b8-4fd4-978b-673756e17ac5 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
echo REMOTE
git remote -v | head -4
for c in "$h" "$t" "$b"; do
printf 'OBJECT %s ' "$c"
git cat-file -t "$c" 2>&1
git rev-parse --verify "$c^{commit}" 2>&1
done
echo COMPUTED_MERGE_BASE
git merge-base "$h" "$t" 2>&1
echo HEAD_CHANGED_PATHS
git diff --name-status "$b" "$h" | head -170
echo TARGET_CHANGED_PATHS
git diff --name-status "$b" "$t" | head -210
echo HEAD_SUMMARY
git diff --shortstat "$b" "$h"
echo TARGET_SUMMARY
git diff --shortstat "$b" "$t"Length of output: 15570 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo HEAD_PRODUCTION_DIFF
git diff --unified=4 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py
echo HEAD_TEST_DIFF
git diff --unified=2 "$b" "$h" -- tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py | head -260
echo TARGET_RELATED_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative | head -155
echo TARGET_LLAPI_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py | head -360Length of output: 29589 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo TARGET_CONSTRUCTOR_CALLS
git grep -n -F 'CachedModelLoader(' "$t" -- tensorrt_llm tests | head -90
echo TARGET_DFLASH_DIFF
git diff --unified=4 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | tail -225
echo HEAD_CONSTRUCTOR
git show "$h:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '351,375p'
echo TARGET_CONSTRUCTOR
git show "$t:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '357,381p'
echo TARGET_TEST
git show "$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py" | nl -ba | sed -n '595,704p'
echo TARGET_POTENTIAL_OLD_CONTRACT_CALLERS
for pattern in 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'get_test_prompts_for_torch' 'generate_dummy_loras'; do
echo "PATTERN $pattern"
git grep -n -F "$pattern" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative ':!tests/integration/defs/.test_durations' | head -23 || true
doneLength of output: 24922 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo TARGET_TEST_PROVENANCE
git diff --unified=1 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | grep -n -A85 -B4 '^+class TestHubIdRevalidation' | head -95
echo TARGET_VALIDATION_PROVENANCE
git diff --unified=3 "$b" "$t" -- tensorrt_llm/llmapi/llm_utils.py | tail -85
echo HEAD_CONSTRUCTOR_PROVENANCE
git diff --unified=2 "$b" "$h" -- tensorrt_llm/llmapi/llm_utils.py | sed -n '18,105p'
echo TARGET_IMPORTED_COMMON_HELPERS
git grep -n -E '(from (tests\.integration\.defs\.common|\.common) import|common\.(generate_dummy_loras|get_test_prompts|test_multi_lora_support|test_llm_torch_multi_lora_support))' "$t" -- tests ':!tests/integration/defs/common.py' | head -85 || true
echo HEAD_TEST_REFERENCES
git diff --unified=1 "$b" "$h" -- tests/unittest/llmapi/test_llm_utils.py | head -165Length of output: 14808
SEMANTIC_REVIEWGit verified all three supplied commits. The computed merge base is FAIL — the target’s test helper passes keywords removed by the head. The head’s Trigger: Run either new I used read-only source and Git inspection. I did not run project code or tests. SEMANTIC_RESULT request_id=329f235f-d00c-481e-9f50-ffd25d3a05e2 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -euo pipefail
gh api repos/NVIDIA/TensorRT-LLM/issues/comments/5814245576 --jq '{id, html_url, user: .user.login, body}'Length of output: 2860 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
echo REMOTES
git remote -v
for c in "$h" "$t" "$b"; do
echo "OBJECT $c"
git cat-file -t "$c"
git rev-parse --verify "$c^{commit}"
done
echo MERGE_BASE
git merge-base "$h" "$t"
echo HEAD_CHANGED
git diff --name-status "$b" "$h"
echo TARGET_CHANGED
git diff --name-status "$b" "$t" | head -210
echo HEAD_STAT
git diff --shortstat "$b" "$h"
echo TARGET_STAT
git diff --shortstat "$b" "$t"Length of output: 15519 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
echo HEAD_DIFF
git diff --unified=3 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py
echo TARGET_LLAPI_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative
echo TARGET_LLAPI_DIFF
git diff --unified=3 "$b" "$t" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py | sed -n '1,370p'
echo TARGET_CACHED_MODEL_LOADER_CALLS
git grep -n -F 'CachedModelLoader(' "$t" -- tensorrt_llm tests | sed -n '1,90p'Length of output: 36172 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
echo TARGET_TEST_DIFF
git diff --unified=2 "$b" "$t" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py | tail -180
for item in \
"$h:tensorrt_llm/llmapi/llm_utils.py:354:377" \
"$t:tensorrt_llm/llmapi/llm_utils.py:356:380" \
"$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py:594:705" \
"$h:tensorrt_llm/llmapi/llm.py:1470:1505" \
"$t:tensorrt_llm/llmapi/llm.py:1475:1508" \
"$t:tensorrt_llm/llmapi/llm.py:1628:1675"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "SOURCE $sha $p Lines $s-$e"
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_REFERENCES_TO_REMOVED_HEAD_CONTRACTS
for pattern in 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'generate_dummy_loras' 'test_multi_lora_support' 'test_llm_torch_multi_lora_support' 'get_test_prompts_for_torch'; do
echo "PATTERN $pattern"
git grep -n -F "$pattern" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative ':!tests/integration/defs/.test_durations' | sed -n '1,23p' || true
doneLength of output: 30439
SEMANTIC_REVIEWI verified the three supplied commit IDs. Git computed FAIL — the target’s new test helper uses constructor keywords removed by the head. The head’s Trigger: Run either new I used read-only source and Git inspection. I did not run project code or tests. SEMANTIC_RESULT request_id=b4600db6-84b8-4fd4-978b-673756e17ac5 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL You are interacting with an AI system. |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
echo REMOTE; git remote -v | head -4
for c in "$h" "$t" "$b"; do printf 'COMMIT %s ' "$c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo COMPUTED_MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_CHANGED_PATHS; git diff --name-status "$b" "$h" | head -200
echo TARGET_CHANGED_PATHS; git diff --name-status "$b" "$t" | head -220
echo SHORTSTATS; git diff --shortstat "$b" "$h"; git diff --shortstat "$b" "$t"Length of output: 15270 🏁 Script executed: #!/bin/bash
set -euo pipefail
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo OUTLINE_HEAD_MODEL
ast-grep outline tensorrt_llm/_torch/models/modeling_minimaxm3.py --match 'MiniMaxM3MoE|forward' | head -95 || true
echo OUTLINE_HEAD_TEST
ast-grep outline tests/unittest/_torch/models/test_minimax_m3.py --items all | head -110 || true
echo HEAD_MODEL_TEST_DIFF
git diff --unified=4 "$b" "$h" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py tests/unittest/_torch/models/test_minimax_m3.py | head -500
echo TARGET_MODEL_DIFF
git diff --unified=4 "$b" "$t" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -450
echo TARGET_TEST_PATHS
git diff --name-only "$b" "$t" -- tests/unittest/_torch | rg -i 'moe|lora|minimax|peft' | head -100
echo HEAD_MOE_DIFF_STAT
git diff --stat "$b" "$h" -- tensorrt_llm/_torch/moe tensorrt_llm/_torch/cute_dsl_kernelsLength of output: 29072 🏁 Script executed: #!/bin/bash
set -euo pipefail
b=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13
h=f26e4766f9d4082cb0f747abc465562e17b2fa08
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo OUTLINE_TARGET_TEST
ast-grep outline tests/unittest/_torch/peft/test_moe_lora_model_path.py --items all --match 'test_feed_forward_moe_wrappers_combine_routed_and_shared_lora|MiniMaxM3' | head -80 || true
for item in \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:75:145" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:505:557" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:498:545" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:325:415" \
"$b:tensorrt_llm/_torch/models/modeling_minimaxm3.py:500:540"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_TEST_CHANGE
git diff --unified=2 "$b" "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py | tail -170
echo HEAD_MODEL_CONSTRUCTOR
git show "$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py" | nl -ba | sed -n '449,482p'
echo TARGET_MODEL_CONSTRUCTOR
git show "$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py" | nl -ba | sed -n '455,485p'Length of output: 25998
SEMANTIC_REVIEWGit verified all three supplied commits and computed
These are combined-revision test-double incompatibilities, not demonstrated production inference failures. I used read-only inspection and did not run project code or tests. SEMANTIC_RESULT request_id=67347f27-f615-4dff-8ba6-d7d63ceca0d0 head=f26e4766f9d4082cb0f747abc465562e17b2fa08 target=82d667fbfb896df0318d37383fa32c54a031ad48 merge_base=a8ac7e5bccb972b35808dc973f7b4aac96cbbc13 verdict=FAIL You are interacting with an AI system. |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
echo REMOTES; git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_CHANGED; git diff --name-status "$b" "$h" | head -150
echo TARGET_CHANGED; git diff --name-status "$b" "$t" | head -170
echo STATS; git diff --shortstat "$b" "$h"; git diff --shortstat "$b" "$t"Length of output: 11282 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
echo OUTLINE_SERVER
ast-grep outline tensorrt_llm/serve/openai_server.py --match 'image|edit|middleware|clock' | head -90 || true
echo OUTLINE_UTIL
ast-grep outline tensorrt_llm/_utils.py --match 'Clock|clock' | head -50 || true
echo HEAD_DIFF
git diff --unified=3 "$b" "$h" -- tensorrt_llm/_utils.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py | head -660
echo TARGET_SERVE_CHANGED
git diff --name-only "$b" "$t" -- tensorrt_llm/serve tests/unittest/serve tests/unittest/_torch/visual_gen | head -105
echo TARGET_SERVER_DIFF
git diff --unified=2 "$b" "$t" -- tensorrt_llm/serve/openai_server.py | head -530
echo TARGET_VIDEO_DIFF
git diff --unified=2 "$b" "$t" -- tensorrt_llm/serve/openai_video_routes.py | head -230Length of output: 45761 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=f1e49292ff5fd55897ea3e29b43c0209be569cf0
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add
for item in \
"$h:tensorrt_llm/serve/openai_server.py:88:122" \
"$t:tensorrt_llm/serve/openai_server.py:90:120" \
"$t:tensorrt_llm/serve/openai_server.py:3035:3065" \
"$t:tensorrt_llm/serve/openai_server.py:3150:3183" \
"$t:tensorrt_llm/serve/openai_server.py:3296:3325" \
"$t:tensorrt_llm/serve/openai_server.py:3368:3400" \
"$h:tensorrt_llm/serve/openai_server.py:898:916" \
"$h:tensorrt_llm/serve/openai_server.py:1741:1757" \
"$h:tensorrt_llm/serve/responses_utils.py:2651:2671" \
"$h:tensorrt_llm/_utils.py:111:158" \
"$t:tensorrt_llm/serve/openai_video_routes.py:146:153" \
"$t:tensorrt_llm/serve/openai_video_routes.py:208:225" \
"$t:tensorrt_llm/serve/openai_video_routes.py:246:264" \
"$t:tensorrt_llm/serve/openai_video_routes.py:388:400" \
"$t:tensorrt_llm/serve/openai_video_routes.py:438:451" \
"$t:tensorrt_llm/serve/openai_video_routes.py:548:570"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo BINDINGS_HEAD_TARGET_BASE
for c in "$b" "$h" "$t"; do echo "=== $c"; git grep -n -F 'get_steady_clock_now_in_seconds' "$c" -- tensorrt_llm/serve/openai_server.py || true; done
echo TARGET_VIDEO_JOB_TIMESTAMP
git grep -n -E 'request_started|server_arrival_time|Server-Timing' "$t" -- tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/visual_gen_metrics.py | head -80
echo OFFSET_SOURCE
git grep -n -E 'set_steady_clock_offset|_adjusted_steady_clock' "$h" -- tensorrt_llm/serve/openai_server.py | head -45Length of output: 30903
SEMANTIC_REVIEW
SEMANTIC_RESULT request_id=3e9f5929-32c5-49e0-ab7b-58e6b5baa89e head=f1e49292ff5fd55897ea3e29b43c0209be569cf0 target=40ac40773e5da7e99021df1566adcbaef8b95345 merge_base=f848ecb24fa8e5e2f8fa6e58bf7a68ef7e826add verdict=FAIL ✏️ Learnings added
You are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=d79ecd55edeb6a45438c0e024df26c9d833b0ba9
t=d857367593cf7e032264abb8d010cbbd767096b5
b=d857367593cf7e032264abb8d010cbbd767096b5
git remote -v | head -4
for c in "$h" "$t" "$b"; do printf 'OBJECT %s: ' "$c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo COMPUTED_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT; git diff --stat "$t" "$h" 2>&1 | tail -90
echo COMMITS; git log --format='%H %s' "$t..$h" | head -45Length of output: 1508 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=d79ecd55edeb6a45438c0e024df26c9d833b0ba9
t=d857367593cf7e032264abb8d010cbbd767096b5
p=tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py
echo OUTLINE_TEST
ast-grep outline "$p" --items all --match 'TestHubIdRevalidation|CachedModelLoader|loader|test_' | head -135 || true
echo TEST_DIFF
git diff --unified=35 "$t" "$h" -- "$p"
echo CONSTRUCTOR_SEARCH
git grep -n -E 'class CachedModelLoader|def __init__|def __call__|def load|def _get_model_path' "$h" -- tensorrt_llm/llmapi/llm_utils.py | head -75
echo TEST_REFERENCES
git grep -n -E 'TestHubIdRevalidation|CachedModelLoader|ModelLoader|_make_loader|llm_build_stats|workspace' "$h" -- "$p" | tail -65
echo TARGET_REFERENCES
git grep -n -E 'TestHubIdRevalidation|CachedModelLoader|ModelLoader|_make_loader|llm_build_stats|workspace' "$t" -- "$p" | tail -65Length of output: 11109 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=d79ecd55edeb6a45438c0e024df26c9d833b0ba9
t=d857367593cf7e032264abb8d010cbbd767096b5
for item in \
"$h:tensorrt_llm/llmapi/llm_utils.py:350:465" \
"$t:tensorrt_llm/llmapi/llm_utils.py:350:465" \
"$h:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py:617:702" \
"$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py:617:702"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo PATH_AND_VALIDATION_REFERENCES
git grep -n -E 'def _validate_dflash_ctx_budget|def _download_hf_model_if_needed|def _download_hf_model|workspace|TemporaryDirectory' "$h" -- tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/llm_args.py | head -100Length of output: 22028
SEMANTIC_REVIEWGit verified both supplied commits. Their merge base is No semantic conflict found. The target’s test helper passes I also inspected the test doubles and the loader path that the tests exercise. The hub-ID test patches the download method before calling the loader; the local-path test stops at Confidence: high for this changed constructor contract. PASS is a best-effort source assessment, not proof of safety. I did not run project code or tests. SEMANTIC_RESULT request_id=d4f2020f-3a1a-4eb7-89b6-eaf27fea4dc2 head=d79ecd55edeb6a45438c0e024df26c9d833b0ba9 target=d857367593cf7e032264abb8d010cbbd767096b5 merge_base=d857367593cf7e032264abb8d010cbbd767096b5 verdict=PASS 🧠 Learnings usedYou are interacting with an AI system. |
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -euo pipefail
h=950c9236c58e649ea1fb8ca66829c10e5c9ccb7b
t=fa2279b35545cc31b8e268073fcafdbea88e882f
echo REMOTES; git remote -v | head -4
for c in "$h" "$t"; do echo OBJECT "$c"; git cat-file -t "$c"; git rev-parse --verify "$c^{commit}"; done
echo MERGE_BASE; git merge-base "$h" "$t"
echo CHANGES; git diff --name-status "$t" "$h"
echo STAT; git diff --stat "$t" "$h"
echo COMMITS; git log --format='%H %s' "$t..$h" | head -45Length of output: 1691 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=950c9236c58e649ea1fb8ca66829c10e5c9ccb7b
t=fa2279b35545cc31b8e268073fcafdbea88e882f
for p in tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py; do
echo "OUTLINE $p"; ast-grep outline "$p" --match 'ModelLoader|CachedModelLoader|LlmBuildStats|serialize|lora|_engine_dir|test_' | head -80 || true
done
echo HEAD_DIFF; git diff --unified=5 "$t" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/unittest/llmapi/test_llm_utils.py
echo COMMON_DIFF; git diff --unified=2 "$t" "$h" -- tests/integration/defs/common.py | head -390Length of output: 32215 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=950c9236c58e649ea1fb8ca66829c10e5c9ccb7b
t=fa2279b35545cc31b8e268073fcafdbea88e882f
for c in "$h" "$t"; do
echo "=== $c CACHED LOADER CALLS"
git grep -n -F 'CachedModelLoader(' "$c" -- tensorrt_llm tests | head -95 || true
echo "=== $c REMOVED CONTRACT REFS"
for s in 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'generate_dummy_loras' 'get_test_prompts_for_torch' 'test_multi_lora_support' 'test_llm_torch_multi_lora_support' 'get_test_prompts(' '_context_logits_auto_enabled' '_generation_logits_auto_enabled'; do
echo "PATTERN $s"; git grep -n -F "$s" "$c" -- tensorrt_llm tests ':!tests/integration/defs/common.py' | head -36 || true
done
done
echo TARGET TEST DETAIL
git show "$t:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py" | nl -ba | sed -n '580,707p'
echo HEAD TEST DETAIL
git show "$h:tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py" | nl -ba | sed -n '609,695p'
echo HEAD LOADER DETAIL
git show "$h:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '355,452p'Length of output: 1393 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=950c9236c58e649ea1fb8ca66829c10e5c9ccb7b
t=fa2279b35545cc31b8e268073fcafdbea88e882f
p=tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py
echo TARGET_TEST
git show "$t:$p" | nl -ba | sed -n '605,703p'
echo HEAD_TEST
git show "$h:$p" | nl -ba | sed -n '605,703p'
echo HEAD_LOADER
git show "$h:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '350,450p'
echo TARGET_LOADER
git show "$t:tensorrt_llm/llmapi/llm_utils.py" | nl -ba | sed -n '357,378p'Length of output: 16610 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=950c9236c58e649ea1fb8ca66829c10e5c9ccb7b
t=fa2279b35545cc31b8e268073fcafdbea88e882f
for c in "$h" "$t"; do
echo "=== $c LOADER CALLS"
git grep -n -F 'CachedModelLoader(' "$c" -- tensorrt_llm/llmapi tests/unittest/llmapi tests/unittest/_torch/speculative/hw_agnostic | head -45 || true
echo "=== $c REMOVED INTERFACE REFS"
git grep -n -E 'LlmBuildStats|llm_build_stats|_engine_dir' "$c" -- tensorrt_llm/llmapi tests/unittest/llmapi tests/unittest/_torch/speculative/hw_agnostic | head -75 || true
echo "=== $c INTEGRATION COMMON CALLS"
git grep -n -E 'generate_dummy_loras|get_test_prompts_for_torch|test_multi_lora_support|test_llm_torch_multi_lora_support' "$c" -- tests/integration ':!tests/integration/defs/common.py' | head -60 || true
done
echo HEAD SAMP PARAMS
git show "$h:tensorrt_llm/llmapi/llm.py" | nl -ba | sed -n '1467,1507p'
echo HEAD EXECUTOR
git show "$h:tensorrt_llm/llmapi/llm.py" | nl -ba | sed -n '1645,1668p;2048,2085p'
echo HEAD TEST PROVENANCE
git diff --unified=1 "$t" "$h" -- tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.pyLength of output: 11080
SEMANTIC_REVIEWI verified both commit IDs. Git computed FAIL — the DFlash tests use removed Trigger: Run either I also inspected the loader return-shape change and its updated production caller, the executor arguments, and references to removed integration helpers. I did not run project code or tests. SEMANTIC_RESULT request_id=fce6f2a7-3a96-4019-82ce-457d0a8aa66a head=950c9236c58e649ea1fb8ca66829c10e5c9ccb7b target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=fa2279b35545cc31b8e268073fcafdbea88e882f verdict=FAIL 🧠 Learnings usedYou are interacting with an AI system. |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
echo REMOTES; git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo HEAD_CHANGED; git diff --name-status "$b" "$h" | head -170
echo TARGET_CHANGED; git diff --name-status "$b" "$t" | head -210
echo STATS; git diff --shortstat "$b" "$h"; git diff --shortstat "$b" "$t"Length of output: 15476 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
for p in tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py; do
echo "OUTLINE $p"; ast-grep outline "$p" --match 'CachedModelLoader|ModelLoader|LlmBuildStats|load|serialize|test_' | head -45 || true
done
echo HEAD_PRODUCTION_DIFF
git diff --unified=3 "$b" "$h" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py tensorrt_llm/llmapi/mm_encoder.py tensorrt_llm/llmapi/serialization.py
echo HEAD_TEST_DIFF
git diff --unified=2 "$b" "$h" -- tests/integration/defs/common.py tests/unittest/llmapi/test_llm_utils.py | head -330
echo TARGET_RELATED_NAMES
git diff --name-only "$b" "$t" -- tensorrt_llm/llmapi tests/unittest/llmapi tests/integration/defs tests/unittest/_torch/speculative | head -145
echo TARGET_LLAPI_DIFF
git diff --unified=2 "$b" "$t" -- tensorrt_llm/llmapi/llm.py tensorrt_llm/llmapi/llm_utils.py | head -340Length of output: 32036 🏁 Script executed: #!/bin/bash
set -u
b=c5c839308f10004ec6fc1e5a0020d82e6c4d1402
h=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f
t=fa2279b35545cc31b8e268073fcafdbea88e882f
p=tests/unittest/_torch/speculative/hw_agnostic/test_dflash_config_budget.py
echo OUTLINE_TARGET_TEST; ast-grep outline "$p" --items all --match 'TestHubIdRevalidation|_loader|test_hub|test_local' | head -95 || true
echo TARGET_DFLASH_CHANGE; git diff --unified=3 "$b" "$t" -- "$p" | tail -215
for item in \
"$h:tensorrt_llm/llmapi/llm_utils.py:353:371" \
"$t:tensorrt_llm/llmapi/llm_utils.py:358:382" \
"$t:tensorrt_llm/llmapi/llm_utils.py:414:456" \
"$t:$p:593:704" \
"$h:tensorrt_llm/llmapi/llm.py:1638:1657" \
"$t:tensorrt_llm/llmapi/llm.py:1663:1680"; do
sha=${item%%:*}; r=${item#*:}; path=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $path Lines $s-$e ==="; git show "$sha:$path" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_CONSTRUCTOR_CALLS
git grep -n -F 'CachedModelLoader(' "$t" -- tensorrt_llm tests | head -85
echo TARGET_REMOVED_CONTRACT_REFERENCES
for s in 'LlmBuildStats' 'llm_build_stats' '_engine_dir' 'generate_dummy_loras' 'get_test_prompts_for_torch' 'test_multi_lora_support' 'test_llm_torch_multi_lora_support'; do
echo "PATTERN $s"; git grep -n -F "$s" "$t" -- tensorrt_llm/llmapi tests/integration/defs tests/unittest/llmapi tests/unittest/_torch/speculative ':!tests/integration/defs/.test_durations' | head -22 || true
doneLength of output: 30058
SEMANTIC_REVIEWI verified all three supplied commit IDs. Git computed FAIL — the new DFlash test helper passes unsupported constructor keywords. The head’s Trigger: Run either new SEMANTIC_RESULT request_id=7ebe001e-b34c-44b0-abd1-cffa05e17468 head=89d40a92c5cd10bde2f053f4a6f7670c2bb4e90f target=fa2279b35545cc31b8e268073fcafdbea88e882f merge_base=c5c839308f10004ec6fc1e5a0020d82e6c4d1402 verdict=FAIL 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
b=82d667fbfb896df0318d37383fa32c54a031ad48
echo REMOTES; git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo COMPUTED_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT; git diff --stat "$t" "$h" 2>&1
echo COMMITS; git log --format='%H %s' "$t..$h" | head -45Length of output: 2916 🏁 Script executed: #!/bin/bash
set -u
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo REMOTES; git remote -v | head -4
for c in "$h" "$t"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo COMPUTED_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT; git diff --stat "$t" "$h" 2>&1
echo COMMITS; git log --format='%H %s' "$t..$h" | head -45Length of output: 2772 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
for p in tensorrt_llm/_torch/models/modeling_minimaxm3.py tensorrt_llm/_torch/moe/fused_moe/mega_moe/mega_moe_cute_dsl.py tensorrt_llm/_torch/moe/custom_ops/cute_dsl_megamoe_custom_op.py tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4/epilogue_refactor.py tests/unittest/_torch/models/test_minimax_m3.py; do
echo "OUTLINE $p"; ast-grep outline "$p" --match 'MiniMax|Mega|MoE|forward|epilogue|test_' | head -65 || true
done
echo PRODUCTION_DIFF
git diff --unified=5 "$t" "$h" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py tensorrt_llm/_torch/moe/fused_moe/mega_moe/mega_moe_cute_dsl.py tensorrt_llm/_torch/moe/custom_ops/cute_dsl_megamoe_custom_op.py tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4/epilogue_refactor.py tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4/kernel_fc12.py tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4/megamoe_kernel.py
echo TEST_DIFF
git diff --unified=3 "$t" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/moe/moe_test_utils.py tests/unittest/_torch/moe/quantize_utils.py tests/unittest/_torch/moe/test_moe_backend.py tests/unittest/_torch/moe/test_moe_module.py | head -630Length of output: 63188 🏁 Script executed: #!/bin/bash
set -u
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo TARGET_LORA_REFS; git grep -n -E 'MiniMaxM3MoE.forward|MiniMaxM3MoE.__new__|routed_output_is_global|test_feed_forward_moe_wrappers_combine' "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py tests/unittest/_torch/models/test_minimax_m3.py tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -90
echo HEAD_LORA_REFS; git grep -n -E 'MiniMaxM3MoE.forward|MiniMaxM3MoE.__new__|routed_output_is_global|test_feed_forward_moe_wrappers_combine' "$h" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py tests/unittest/_torch/models/test_minimax_m3.py tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -90
for item in \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:493:556" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:500:560" \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:69:159" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:330:418" \
"$h:tests/unittest/_torch/peft/test_moe_lora_model_path.py:372:417"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="; git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo HEAD_MODEL_OTHER; git show "$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py" | nl -ba | sed -n '450,493p;1740,1790p'Length of output: 25232
SEMANTIC_REVIEWGit verified both supplied commits and computed
Both findings are test-double incompatibilities. They do not establish a production inference failure. I used read-only source and Git inspection. I did not run project code or tests. SEMANTIC_RESULT request_id=6c0135c4-564c-418d-9e1d-e60eb8dc32c7 head=65804bfcede17124661988c674bd183edec1808e target=82d667fbfb896df0318d37383fa32c54a031ad48 merge_base=82d667fbfb896df0318d37383fa32c54a031ad48 verdict=FAIL 🧠 Learnings usedYou are interacting with an AI system. |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Evaluate semantic conflicts between the fixed head and target revisions below. Read the repository and verify all three full commit IDs and their merge-base. Inspect affected callers, implementations, imports, tests and test doubles, Use read-only source and Git inspection. Do not modify repository files, execute Report concrete incompatibilities with their trigger, observable failure, End with a standalone heading Put the fixed head and target source citations after the standalone heading too. Analyze only these fixed revisions in NVIDIA/TensorRT-LLM, not the hosting PR: |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
echo REMOTES; git remote -v | head -4
for c in "$h" "$t"; do
echo "OBJECT $c"
git cat-file -t "$c" 2>&1
git rev-parse --verify "$c^{commit}" 2>&1
done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT; git diff --stat "$t" "$h" 2>&1 | tail -100Length of output: 2581 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
for p in tensorrt_llm/_torch/models/modeling_minimaxm3.py tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.py; do
echo "OUTLINE $p"
ast-grep outline "$p" --match 'MiniMax|MoE|forward|test_feed_forward|test_minimax|Composition' | head -100 || true
done
echo MODEL_DIFF
git diff --unified=6 "$t" "$h" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py
echo HEAD_MODEL_TEST_DIFF
git diff --unified=4 "$t" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py | head -275
echo TARGET_LORA_REFERENCES
git grep -n -E 'MiniMaxM3MoE.forward|routed_output_is_global|test_feed_forward_moe_wrappers_combine_routed_and_shared_lora|lora_params' "$t" -- tests/unittest/_torch/peft/test_moe_lora_model_path.py tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -120
echo OTHER_CHANGED_PRODUCTION
git diff --unified=3 "$t" "$h" -- tensorrt_llm/_torch/moe/fused_moe/mega_moe/mega_moe_cute_dsl.py tensorrt_llm/_torch/moe/custom_ops/cute_dsl_megamoe_custom_op.py tensorrt_llm/_torch/cute_dsl_kernels/mega_moe_nvfp4/epilogue_refactor.py | head -380Length of output: 45605 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=65804bfcede17124661988c674bd183edec1808e
t=82d667fbfb896df0318d37383fa32c54a031ad48
for item in \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:95:185" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:502:560" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:502:547" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:338:407" \
"$h:tests/unittest/_torch/peft/test_moe_lora_model_path.py:375:406" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:454:485"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo TARGET_TEST_UNCHANGED
git diff "$t" "$h" -- tests/unittest/_torch/peft/test_moe_lora_model_path.pyLength of output: 16753
SEMANTIC_REVIEWGit verified both commits and confirmed that
These are test-double incompatibilities. They do not demonstrate a production inference failure. I used the retrieved fixed-revision guidance for this contained-target review. I did not execute project code or tests. SEMANTIC_RESULT request_id=6c0135c4-564c-418d-9e1d-e60eb8dc32c7 head=65804bfcede17124661988c674bd183edec1808e target=82d667fbfb896df0318d37383fa32c54a031ad48 merge_base=82d667fbfb896df0318d37383fa32c54a031ad48 verdict=FAIL 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=e11905f5c6213711b9b19da3ee91e0b81783eb81
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=40ac40773e5da7e99021df1566adcbaef8b95345
git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT; git diff --stat "$t" "$h" 2>&1
echo COMMITS; git log --format='%H %s' "$t..$h" | head -40Length of output: 1982 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e11905f5c6213711b9b19da3ee91e0b81783eb81
t=40ac40773e5da7e99021df1566adcbaef8b95345
for p in tensorrt_llm/_utils.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py tests/unittest/disaggregated/test_disagg_openai_client.py; do
echo "OUTLINE $p"; ast-grep outline "$p" --match 'Clock|clock|time|image|video|perf|metrics|test_' | head -90 || true
done
echo HEAD_DIFF
git diff --unified=4 "$t" "$h" -- tensorrt_llm/_utils.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py | head -940
echo TARGET_IMAGE_VIDEO_REFS
git grep -n -E 'get_steady_clock_now_in_seconds|AdjustedSteadyClock|server_arrival_time|request_started|Server-Timing|server_timing|start_time' "$t" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/visual_gen_metrics.py tensorrt_llm/serve/responses_utils.py | tail -170Length of output: 33277 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e11905f5c6213711b9b19da3ee91e0b81783eb81
t=40ac40773e5da7e99021df1566adcbaef8b95345
for item in \
"$h:tensorrt_llm/serve/openai_server.py:91:121" \
"$h:tensorrt_llm/serve/openai_server.py:3144:3180" \
"$h:tensorrt_llm/serve/openai_server.py:3365:3398" \
"$t:tensorrt_llm/serve/openai_server.py:94:118" \
"$t:tensorrt_llm/serve/openai_server.py:3145:3178" \
"$t:tensorrt_llm/serve/openai_server.py:3370:3395" \
"$h:tensorrt_llm/serve/responses_utils.py:2650:2671" \
"$t:tensorrt_llm/serve/responses_utils.py:2650:2668" \
"$h:tensorrt_llm/_utils.py:111:159" \
"$h:tensorrt_llm/serve/openai_video_routes.py:145:158" \
"$h:tensorrt_llm/serve/openai_video_routes.py:207:222" \
"$h:tensorrt_llm/serve/openai_video_routes.py:247:265" \
"$h:tensorrt_llm/serve/openai_video_routes.py:388:399" \
"$h:tensorrt_llm/serve/openai_video_routes.py:436:452" \
"$h:tensorrt_llm/serve/openai_video_routes.py:552:571" \
"$t:tensorrt_llm/serve/openai_video_routes.py:247:264" \
"$t:tensorrt_llm/serve/visual_gen_metrics.py:18:50" \
"$h:tensorrt_llm/serve/openai_server.py:735:746" \
"$h:tensorrt_llm/serve/openai_server.py:888:899" \
"$h:tensorrt_llm/serve/openai_server.py:1723:1750"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="; git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo HEAD_CLOCK_REFERENCES
git grep -n -E 'server_arrival_time|get_steady_clock_now_in_seconds|_adjusted_steady_clock' "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/responses_utils.py | tail -115Length of output: 32602
SEMANTIC_REVIEWGit verified both supplied commits. Their merge base is
I used read-only Git and source inspection. I did not run project code or tests. SEMANTIC_RESULT request_id=d5a24c29-30af-404f-ae2c-df7359ce78a8 head=e11905f5c6213711b9b19da3ee91e0b81783eb81 target=40ac40773e5da7e99021df1566adcbaef8b95345 merge_base=40ac40773e5da7e99021df1566adcbaef8b95345 verdict=FAIL 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
echo REMOTES
git remote -v | head -4
for c in "$h" "$t"; do
echo "OBJECT $c"
git cat-file -t "$c" 2>&1
git rev-parse --verify "$c^{commit}" 2>&1
done
echo MERGE_BASE
git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS
git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT
git diff --stat "$t" "$h" 2>&1
echo COMMITS
git log --format='%H %s' "$t..$h" | head -45Length of output: 1767 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
for p in tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py tests/unittest/llmapi/test_llm.py; do
echo "OUTLINE $p"
ast-grep outline "$p" --match 'image|video|time|clock|test_|metrics' | head -100 || true
done
echo FULL_DIFF
git diff --unified=7 "$t" "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tests/integration/test_lists/waives.txt tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py tests/unittest/llmapi/test_llm.py
echo HEAD_REFERENCES
git grep -n -E 'get_steady_clock_now_in_seconds|AdjustedSteadyClock|server_arrival_time|request_started|Server-Timing|server_timing' "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/visual_gen_metrics.py tensorrt_llm/serve/responses_utils.py tensorrt_llm/_utils.py | tail -180
echo TARGET_REFERENCES
git grep -n -E 'get_steady_clock_now_in_seconds|AdjustedSteadyClock|server_arrival_time|request_started|Server-Timing' "$t" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/visual_gen_metrics.py tensorrt_llm/serve/responses_utils.py | tail -135Length of output: 36071 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
for item in \
"$h:tensorrt_llm/serve/openai_server.py:98:125" \
"$h:tensorrt_llm/serve/openai_server.py:736:758" \
"$h:tensorrt_llm/serve/openai_server.py:900:920" \
"$h:tensorrt_llm/serve/openai_server.py:1735:1758" \
"$h:tensorrt_llm/serve/openai_server.py:3042:3064" \
"$h:tensorrt_llm/serve/openai_server.py:3158:3184" \
"$h:tensorrt_llm/serve/openai_server.py:3300:3323" \
"$h:tensorrt_llm/serve/openai_server.py:3381:3407" \
"$h:tensorrt_llm/serve/openai_video_routes.py:139:162" \
"$h:tensorrt_llm/serve/openai_video_routes.py:207:230" \
"$h:tensorrt_llm/serve/openai_video_routes.py:247:271" \
"$h:tensorrt_llm/serve/openai_video_routes.py:384:402" \
"$h:tensorrt_llm/serve/openai_video_routes.py:429:448" \
"$h:tensorrt_llm/serve/openai_video_routes.py:544:575" \
"$h:tensorrt_llm/serve/responses_utils.py:2652:2675" \
"$h:tensorrt_llm/_utils.py:109:161" \
"$h:tensorrt_llm/serve/visual_gen_metrics.py:12:54" \
"$t:tensorrt_llm/serve/openai_server.py:737:749" \
"$t:tensorrt_llm/serve/responses_utils.py:2652:2669"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo "CLOCK_MIDDLEWARE"
git grep -n -E 'ArrivalTimeMiddleware|adjusted_clock=|set_reference_offset|_adjusted_steady_clock' "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/responses_utils.py tensorrt_llm/_utils.py | head -110
echo "OTHER_CALLERS"
git grep -n -E 'openai_video_generation_sync\(|_generate_video_background\(|openai_image_generation\(|openai_image_edit\(' "$h" -- tests tensorrt_llm | head -95Length of output: 2108 🏁 Script executed: #!/bin/bash
set -u
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
echo HEAD_CLOCK
git show "$h:tensorrt_llm/_utils.py" | nl -ba | sed -n '112,160p'
echo HEAD_MIDDLEWARE
git show "$h:tensorrt_llm/serve/responses_utils.py" | nl -ba | sed -n '2654,2674p'
echo HEAD_SERVER_CLOCK
git show "$h:tensorrt_llm/serve/openai_server.py" | nl -ba | sed -n '738,754p;900,916p;1736,1755p'
echo TARGET_MIDDLEWARE
git show "$t:tensorrt_llm/serve/responses_utils.py" | nl -ba | sed -n '2654,2669p'
echo TARGET_CLOCK
git show "$t:tensorrt_llm/serve/openai_server.py" | nl -ba | sed -n '738,753p;901,916p'Length of output: 8820 🏁 Script executed: #!/bin/bash
set -u
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
echo WIRING
git show "$h:tensorrt_llm/serve/openai_server.py" | nl -ba | sed -n '888,902p;1722,1739p'
echo TARGET_WIRING
git show "$t:tensorrt_llm/serve/openai_server.py" | nl -ba | sed -n '885,899p;1719,1736p'
echo IMAGE_PATHS
git show "$h:tensorrt_llm/serve/openai_server.py" | nl -ba | sed -n '3046,3058p;3161,3176p;3305,3316p;3381,3397p'
echo VIDEO_PATHS
git show "$h:tensorrt_llm/serve/openai_video_routes.py" | nl -ba | sed -n '146,154p;210,224p;251,266p;389,398p;435,445p;554,567p'
echo TEST_SETUP
git show "$h:tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py" | nl -ba | sed -n '135,158p;505,546p;605,628p'
echo HEAD_TEST_HELPER
git show "$h:tests/unittest/llmapi/test_llm.py" | nl -ba | sed -n '1402,1418p'
echo TARGET_VIDEO_CLOCK
git show "$t:tensorrt_llm/serve/openai_video_routes.py" | nl -ba | sed -n '211,220p;250,260p;554,566p'Length of output: 18947
SEMANTIC_REVIEWGit verified the supplied commits and computed PASS — no semantic conflict found in the changed timing contract. At the target revision, the arrival middleware records time with I checked the clock instance and its affected callers. This PASS is a best-effort source assessment, not proof of safety. I did not run project code or tests. SEMANTIC_RESULT request_id=fb1068de-cf05-4d82-a46d-f4e867d71fa2 head=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367 target=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa merge_base=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa verdict=PASS 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=e11905f5c6213711b9b19da3ee91e0b81783eb81
t=40ac40773e5da7e99021df1566adcbaef8b95345
b=40ac40773e5da7e99021df1566adcbaef8b95345
echo REMOTES; git remote -v | head -4
for c in "$h" "$t" "$b"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo COMPUTED_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo DIFF_STAT; git diff --stat "$t" "$h" 2>&1
echo COMMITS; git log --format='%H %s' "$t..$h" | head -35Length of output: 2010 🏁 Script executed: #!/bin/bash
set -u
h=e11905f5c6213711b9b19da3ee91e0b81783eb81
t=40ac40773e5da7e99021df1566adcbaef8b95345
for p in tensorrt_llm/_utils.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/responses_utils.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/perf_metrics.py; do
echo "OUTLINE $p"; ast-grep outline "$p" --match 'clock|Clock|time|Time|image|video|metrics|Metrics' | head -80 || true
done
echo CHANGED_PRODUCTION_DIFF
git diff --unified=3 "$t" "$h" -- tensorrt_llm/_utils.py tensorrt_llm/serve/openai_client.py tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/perf_metrics.py tensorrt_llm/serve/responses_utils.py | head -820
echo TARGET_RETAINED_REFERENCES
git grep -n -E 'get_steady_clock_now_in_seconds|AdjustedSteadyClock|server_arrival_time|request_started|Server-Timing' "$t" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/responses_utils.py | tail -130
echo HEAD_RETAINED_REFERENCES
git grep -n -E 'get_steady_clock_now_in_seconds|AdjustedSteadyClock|server_arrival_time|request_started|Server-Timing' "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/responses_utils.py | tail -130Length of output: 33320 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e11905f5c6213711b9b19da3ee91e0b81783eb81
t=40ac40773e5da7e99021df1566adcbaef8b95345
for item in \
"$h:tensorrt_llm/serve/openai_server.py:91:120" \
"$t:tensorrt_llm/serve/openai_server.py:94:118" \
"$h:tensorrt_llm/serve/openai_server.py:3037:3063" \
"$h:tensorrt_llm/serve/openai_server.py:3150:3181" \
"$h:tensorrt_llm/serve/openai_server.py:3298:3321" \
"$h:tensorrt_llm/serve/openai_server.py:3370:3401" \
"$h:tensorrt_llm/serve/openai_server.py:738:750" \
"$h:tensorrt_llm/serve/openai_server.py:890:900" \
"$h:tensorrt_llm/serve/openai_server.py:1728:1749" \
"$h:tensorrt_llm/serve/responses_utils.py:2652:2671" \
"$t:tensorrt_llm/serve/responses_utils.py:2653:2667" \
"$h:tensorrt_llm/_utils.py:111:157" \
"$h:tensorrt_llm/serve/openai_video_routes.py:145:153" \
"$h:tensorrt_llm/serve/openai_video_routes.py:209:223" \
"$h:tensorrt_llm/serve/openai_video_routes.py:249:265" \
"$h:tensorrt_llm/serve/openai_video_routes.py:388:397" \
"$h:tensorrt_llm/serve/openai_video_routes.py:434:446" \
"$h:tensorrt_llm/serve/openai_video_routes.py:554:568" \
"$t:tensorrt_llm/serve/openai_video_routes.py:248:260"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
doneLength of output: 24180
SEMANTIC_REVIEW
SEMANTIC_RESULT request_id=d5a24c29-30af-404f-ae2c-df7359ce78a8 head=e11905f5c6213711b9b19da3ee91e0b81783eb81 target=40ac40773e5da7e99021df1566adcbaef8b95345 merge_base=40ac40773e5da7e99021df1566adcbaef8b95345 verdict=FAIL 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=e19b5e3e700269da66772d13422d039daecea984
t=66a15a1c60297e39da2e1db799a6e3ac29ec39d6
echo REMOTES; git remote -v | head -4
for c in "$h" "$t"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo COMPUTED_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGED_PATHS; git diff --name-status "$t" "$h" 2>&1
echo STATS; git diff --stat "$t" "$h" 2>&1 | tail -100
echo COMMITS; git log --format='%H %s' "$t..$h" | head -40Length of output: 1470 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e19b5e3e700269da66772d13422d039daecea984
t=66a15a1c60297e39da2e1db799a6e3ac29ec39d6
for p in tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.py tensorrt_llm/_torch/models/modeling_minimaxm3.py; do
echo "OUTLINE $p"
ast-grep outline "$p" --match 'MiniMax|M3|MoE|forward|test_feed_forward|test_minimax' | head -90 || true
done
echo "FIX_DIFF"; git diff --unified=15 "$t" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.py
for item in \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:66:165" \
"$t:tests/unittest/_torch/models/test_minimax_m3.py:66:165" \
"$h:tests/unittest/_torch/peft/test_moe_lora_model_path.py:335:414" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:335:414" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:448:560" \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:448:560"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "SOURCE $sha $p Lines $s-$e"
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
doneLength of output: 36597 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e19b5e3e700269da66772d13422d039daecea984
t=66a15a1c60297e39da2e1db799a6e3ac29ec39d6
echo "HELPER_BINDINGS"
git grep -n -E 'def _moe_routed_output_is_global|_moe_routed_output_is_global\(' "$h" -- tensorrt_llm/_torch/models/modeling_minimaxm3.py tests/unittest/_torch/models/test_minimax_m3.py
echo "TEST_IMPORTS"
git show "$h:tests/unittest/_torch/models/test_minimax_m3.py" | nl -ba | sed -n '1,68p'
echo "HEAD_RELATED_TESTS"
git show "$h:tests/unittest/_torch/models/test_minimax_m3.py" | nl -ba | sed -n '114,151p'
git show "$h:tests/unittest/_torch/peft/test_moe_lora_model_path.py" | nl -ba | sed -n '382,404p'
echo "DIFF_VERIFY"
git diff --check "$t" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.pyLength of output: 7638
SEMANTIC_REVIEWGit verified both supplied commit IDs and computed PASS — no semantic conflict found in the changed test contracts. At the target revision, The target implementation also reads This PASS is a best-effort source assessment, not proof of safety. I did not run project code or tests. SEMANTIC_RESULT request_id=fe0322e8-04bf-4585-8159-2c78b921f6d6 head=e19b5e3e700269da66772d13422d039daecea984 target=66a15a1c60297e39da2e1db799a6e3ac29ec39d6 merge_base=66a15a1c60297e39da2e1db799a6e3ac29ec39d6 verdict=PASS 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -u
h=e19b5e3e700269da66772d13422d039daecea984
t=66a15a1c60297e39da2e1db799a6e3ac29ec39d6
echo REMOTE; git remote -v | head -4
for c in "$h" "$t"; do echo "OBJECT $c"; git cat-file -t "$c" 2>&1; git rev-parse --verify "$c^{commit}" 2>&1; done
echo MERGE_BASE; git merge-base "$h" "$t" 2>&1
echo CHANGES; git diff --name-status "$t" "$h" 2>&1
echo STAT; git diff --stat "$t" "$h" 2>&1
echo DIFF; git diff --unified=8 "$t" "$h" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.py 2>&1Length of output: 3381 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e19b5e3e700269da66772d13422d039daecea984
t=66a15a1c60297e39da2e1db799a6e3ac29ec39d6
echo HEAD_OUTLINES
ast-grep outline tests/unittest/_torch/models/test_minimax_m3.py --items all --match 'Composition|test_minimax_m3_moe_reduces_only_local_terms' | head -90 || true
ast-grep outline tests/unittest/_torch/peft/test_moe_lora_model_path.py --items all --match 'test_feed_forward_moe_wrappers_combine_routed_and_shared_lora' | head -55 || true
ast-grep outline tensorrt_llm/_torch/models/modeling_minimaxm3.py --match 'MiniMaxM3MoE|forward' | head -85 || true
for item in \
"$t:tensorrt_llm/_torch/models/modeling_minimaxm3.py:453:558" \
"$h:tensorrt_llm/_torch/models/modeling_minimaxm3.py:502:558" \
"$t:tests/unittest/_torch/models/test_minimax_m3.py:74:155" \
"$h:tests/unittest/_torch/models/test_minimax_m3.py:74:155" \
"$t:tests/unittest/_torch/peft/test_moe_lora_model_path.py:332:413" \
"$h:tests/unittest/_torch/peft/test_moe_lora_model_path.py:332:413"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e ==="
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo HEAD_CALL_SITES
git grep -n -E 'routed_output_is_global|MiniMaxM3MoE.forward\(' "$h" -- tests/unittest/_torch/models/test_minimax_m3.py tests/unittest/_torch/peft/test_moe_lora_model_path.py tensorrt_llm/_torch/models/modeling_minimaxm3.py | head -100Length of output: 26836
SEMANTIC_REVIEWPASS — no semantic conflict found in the two changed test doubles.
The two test-double changes match the inspected implementation and call paths. The diff changes no production files. This PASS is a best-effort source assessment, not proof of safety. SEMANTIC_RESULT request_id=fe0322e8-04bf-4585-8159-2c78b921f6d6 head=e19b5e3e700269da66772d13422d039daecea984 target=66a15a1c60297e39da2e1db799a6e3ac29ec39d6 merge_base=66a15a1c60297e39da2e1db799a6e3ac29ec39d6 verdict=PASS 🧠 Learnings usedYou are interacting with an AI system. |
|
Tip For best results, initiate chat on the files or code changes. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
echo REMOTE
git remote -v | head -4
for c in "$h" "$t"; do
echo "OBJECT $c"; git cat-file -t "$c"; git rev-parse --verify "$c^{commit}"
done
echo COMPUTED_BASE
git merge-base "$h" "$t"
echo CHANGES
git diff --name-status "$t" "$h"
echo STATS
git diff --stat "$t" "$h"
echo COMMITS
git log --format='%H %s' "$t..$h" | head -35Length of output: 1739 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
for p in tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py tests/unittest/llmapi/test_llm.py; do
echo "OUTLINE $p"
ast-grep outline "$p" --match 'image|video|clock|time|test_' | head -65 || true
done
echo EXACT_DIFF
git diff --unified=5 "$t" "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tests/integration/test_lists/waives.txt tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py tests/unittest/llmapi/test_llm.py
echo CLOCK_REFERENCES
for c in "$t" "$h"; do
echo "REV $c"
git grep -n -E 'get_steady_clock_now_in_seconds|AdjustedSteadyClock|server_arrival_time|request_started|Server-Timing|_adjusted_steady_clock' "$c" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py tensorrt_llm/serve/responses_utils.py tensorrt_llm/serve/visual_gen_metrics.py tensorrt_llm/_utils.py | tail -145 || true
doneLength of output: 34507 🏁 Script executed: #!/bin/bash
set -euo pipefail
h=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367
t=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa
for item in \
"$h:tensorrt_llm/_utils.py:111:160" \
"$h:tensorrt_llm/serve/responses_utils.py:2652:2671" \
"$h:tensorrt_llm/serve/openai_server.py:740:752" \
"$h:tensorrt_llm/serve/openai_server.py:890:904" \
"$h:tensorrt_llm/serve/openai_server.py:1727:1748" \
"$h:tensorrt_llm/serve/openai_server.py:3049:3057" \
"$h:tensorrt_llm/serve/openai_server.py:3162:3175" \
"$h:tensorrt_llm/serve/openai_server.py:3307:3317" \
"$h:tensorrt_llm/serve/openai_server.py:3382:3398" \
"$h:tensorrt_llm/serve/openai_video_routes.py:145:154" \
"$h:tensorrt_llm/serve/openai_video_routes.py:210:226" \
"$h:tensorrt_llm/serve/openai_video_routes.py:250:268" \
"$h:tensorrt_llm/serve/openai_video_routes.py:388:398" \
"$h:tensorrt_llm/serve/openai_video_routes.py:435:445" \
"$h:tensorrt_llm/serve/openai_video_routes.py:553:570" \
"$h:tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py:133:156" \
"$h:tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py:510:543" \
"$h:tests/unittest/_torch/visual_gen/test_trtllm_serve_endpoints.py:3130:3155" \
"$t:tensorrt_llm/serve/responses_utils.py:2654:2668" \
"$t:tensorrt_llm/serve/openai_server.py:3159:3170" \
"$t:tensorrt_llm/serve/openai_video_routes.py:252:262"; do
sha=${item%%:*}; r=${item#*:}; p=${r%%:*}; r=${r#*:}; s=${r%%:*}; e=${r##*:}
echo "=== $sha $p Lines $s-$e"
git show "$sha:$p" | nl -ba | sed -n "${s},${e}p"
done
echo ROUTE_REGISTRATION
git grep -n -E 'openai_video_generation_sync|openai_video_generation_async|_generate_video_background|ArrivalTimeMiddleware|_VideoRoutesMixin' "$h" -- tensorrt_llm/serve/openai_server.py tensorrt_llm/serve/openai_video_routes.py | head -65Length of output: 24951
SEMANTIC_REVIEWI verified both commit IDs in NVIDIA/TensorRT-LLM. Git computed PASS — no semantic conflict found in the changed timing contract. At the target revision, the arrival middleware records an adjusted-clock timestamp, but image and video completion code reads the raw clock (target middleware, Lines 2656–2666; target image, Lines 3159–3166; target video, Lines 252–258). The head changes image and video completion reads to the adjusted clock (head image, Lines 3162–3169; head synchronous video, Lines 250–258; head asynchronous video, Lines 557–565). I checked the clock source, middleware wiring, route callers, asynchronous job timestamp, and changed test fixtures. SEMANTIC_RESULT request_id=fb1068de-cf05-4d82-a46d-f4e867d71fa2 head=e8c3fcaccd57f1b8bc147d5d0f4f5d662b3ef367 target=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa merge_base=ee7525c0cd28225a64913d3f6dbe87a8a373c6aa verdict=PASS 🧠 Learnings usedYou are interacting with an AI system. |
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Description
Problem
A clean merge or rebase can leave incompatible callers, imports, or other contracts in a PR. Maintainers need a visible advisory signal, including when the PR already contains the current target branch.
Solution
Every two hours, select up to 30 requests from open, non-draft PRs targeting
mainorrelease/**withci: full pre-merge approvedor auto-merge enabled, prioritizing newer PR numbers and skipping head/target pairs already requested for the same target branch. Manual runs also accept unapproved or draft open PRs on those targets and can retry the same version. Requests stop when either token's observed REST quota remaining is 1,000 or less.CodeRabbit replies publish a non-required PR check tied to the request ID and fixed commit SHAs: PASS is green, FAIL is red, and missing or inconclusive results remain neutral. Each PR's request and publication jobs share a concurrency queue; different PRs can proceed independently. Old replies cannot overwrite newer results, and edited or deleted replies revoke invalidated verdicts. See the operator guide for snapshot semantics and deployment requirements.
Test Coverage
Validation
c0433492c709308386103251da22b374fda06884, all 39 Node tests and repository pre-commit checks passed locally.PR Checklist
Dev Engineer Review
QA Engineer Review
No test changes.
Per-File QA Perspective
.github/scripts/semantic_review.js: Verify request and result validation, stale-result handling, and PASS, FAIL, and INCONCLUSIVE publication paths..github/scripts/semantic_review.test.js: Covers request validation, parsing, publication, and concurrent-history cases. It is outsidetests/, so theNo test changesinstruction applies..github/scripts/semantic_review_cases.js: Adds integrated and repair replay cases. Verify the fixtures still represent the intended revisions and review scenarios..github/scripts/semantic_review_request.js: Verify scheduled and manual discovery, eligibility, deduplication, request limits, quota handling, and posting recovery..github/scripts/semantic_review_request.test.js: Covers discovery and worker flows, including limits and error recovery. It is outsidetests/, so theNo test changesinstruction applies..github/semantic-review-prompt.md: Verify that prompt guidance supports integrated-head reviews and requires evidence for reported conflicts..github/semantic-review.md: Verify documented scan limits, eligibility, manual retries, permissions, and result handling against the workflow and scripts..github/workflows/semantic-review-tests.yml: Changes CI behavior by running the semantic-review script tests for matching pull requests and manual dispatch..github/workflows/semantic-review.yml: Changes scheduling and dispatch behavior, request concurrency, and per-PR job queues. Verify configured limits match the intended scan policy.AGENTS.md: Adds guidance for the advisory semantic review and manual retries.