[CI] 【Hackathon 9th Sprint No.21】NO.21 功能模块单测补充 by xunyoyo · Pull Request #5066 · PaddlePaddle/FastDeploy (original) (raw)

Add unit tests for Triton fused MoE backends with stubs for GPU/operator functionality.

Motivation

NO.21 功能模块 fastdeploy/model_executor/layers/moe/fused_moe_triton_backend.py 单测补充

Modifications

add tests/model_executor/test_fused_moe_triton_backend.py

Usage or Command

tests/model_executor/test_fused_moe_triton_backend.py:

python -m coverage run -m unittest tests.model_executor.test_fused_moe_triton_backend
&& python -m coverage report -m --include='fastdeploy/model_executor/layers/moe/fused_moe_triton_backend.py'

Accuracy Tests

tests/model_executor/test_fused_moe_triton_backend.py:

Name Stmts Miss Cover Missing

fastdeploy/model_executor/layers/moe/fused_moe_triton_backend.py 442 66 85% 38-39, 62, 207-208, 270, 309, 459, 503- 514, 586-648, 654-658, 691, 1151, 1197-1208, 1239-1254, 1405, 1408-1411, 1415-1429

TOTAL 442 66 85%

Checklist

• Add at least a tag in the PR title.
  • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• Format your code, run pre-commit before commit.
• Add unit tests. Please write the reason in this PR if no unit tests.
• Provide accuracy results.
• If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.