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@leslie-fang25 leslie-fang25 commented Sep 10, 2025

Summary by CodeRabbit

  • New Features

    • Added an option to control GPU memory usage during KV cache operations via a configurable free GPU memory fraction.
    • Extended cache configuration to support finer control without requiring block reuse changes.
  • Tests

    • Enabled previously skipped accuracy tests on devices with limited memory.
    • Updated test configurations to reflect the new GPU memory fraction setting.

Description

Cherry pick #6631 for https://nvbugspro.nvidia.com/bug/5436461 into 1.0 release branch.

Test Coverage

python -u -m pytest -s -v  accuracy/test_llm_api_pytorch.py::TestQwen3_8B::test_eagle3

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…_eagle3

Signed-off-by: leslie-fang25 <leslief@nvidia.com>
@leslie-fang25 leslie-fang25 requested a review from a team as a code owner September 10, 2025 10:07
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📝 Walkthrough

Walkthrough

Removed memory-based skip decorators from two tests and updated KvCacheConfig usage within tests to include free_gpu_memory_fraction=0.6 alongside enable_block_reuse=False.

Changes

Cohort / File(s) Summary
Integration tests: KV cache config and skip removal
tests/integration/defs/accuracy/test_llm_api_pytorch.py
- Removed memory-based skip from test_eagle3 in TestQwen3_8B and TestQwen3_30B_A3B
- Updated KvCacheConfig calls to include free_gpu_memory_fraction=0.6
- Reflects KvCacheConfig constructor now accepting free_gpu_memory_fraction

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/bot run

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LGTM

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Actionable comments posted: 0

🧹 Nitpick comments (1)
tests/integration/defs/accuracy/test_llm_api_pytorch.py (1)

2067-2070: Make the 0.6 fraction overrideable via env to de-flake across lab hardware.

Different CI runners/driver stacks may still OOM or underutilize. Allow an env override with a brief comment.

Apply:

-        kv_cache_config = KvCacheConfig(
-            enable_block_reuse=False,
-            free_gpu_memory_fraction=0.6,
-        )
+        # Tuneable for CI/hardware variance; default 60% avoids OOM while reuse stays off for Eagle3.
+        mem_frac = float(os.getenv("TRTLLM_FREE_GPU_MEM_FRAC_EAGLE3_QWEN3_8B", "0.6"))
+        kv_cache_config = KvCacheConfig(
+            enable_block_reuse=False,
+            free_gpu_memory_fraction=mem_frac,
+        )
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🔇 Additional comments (2)
tests/integration/defs/accuracy/test_llm_api_pytorch.py (2)

2067-2070: Free-GPU-memory fraction set to 0.6 is a sensible, low-risk fix to unskip Eagle3 on 8B.

This targets KV cache pressure without altering execution paths. Looks consistent with other tests using 0.5–0.9.


2067-2070: Run the updated test with the correct path
python -u -m pytest -s -v tests/integration/defs/accuracy/test_llm_api_pytorch.py::TestQwen3_8B::test_eagle3

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PR_Github #18361 [ run ] triggered by Bot

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PR_Github #18361 [ run ] completed with state SUCCESS
/LLM/release-1.0/L0_MergeRequest_PR pipeline #372 completed with status: 'SUCCESS'
Pipeline passed with automatic retried tests. Check the rerun report for details.

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@NVIDIA/trt-llm-release-branch-approval please kindly take a look

@chzblych chzblych merged commit 9ca8662 into NVIDIA:release/1.0 Sep 10, 2025
7 checks passed
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Sep 15, 2025
…_eagle3 (NVIDIA#7673)

Signed-off-by: leslie-fang25 <leslief@nvidia.com>
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Sep 15, 2025
…_eagle3 (NVIDIA#7673)

Signed-off-by: leslie-fang25 <leslief@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Sep 15, 2025
…_eagle3 (NVIDIA#7673)

Signed-off-by: leslie-fang25 <leslief@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Sep 15, 2025
…_eagle3 (NVIDIA#7673)

Signed-off-by: leslie-fang25 <leslief@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Sep 15, 2025
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Signed-off-by: leslie-fang25 <leslief@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Sep 15, 2025
…_eagle3 (NVIDIA#7673)

Signed-off-by: leslie-fang25 <leslief@nvidia.com>
Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
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…_eagle3 (NVIDIA#7673)

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Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
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