ROCm / AMDMIGraphX

AMD's graph optimization engine.
https://rocm.docs.amd.com/projects/AMDMIGraphX/en/latest/
MIT License
185 stars 86 forks source link

Onnxruntime Weekly Sync 2024-10-25 #3555

Closed github-actions[bot] closed 1 week ago

github-actions[bot] commented 3 weeks ago

Update CI point for Onnxruntime builds

codecov[bot] commented 2 weeks ago

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 92.16%. Comparing base (5388984) to head (42f8d9c). Report is 2 commits behind head on develop.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## develop #3555 +/- ## ======================================== Coverage 92.16% 92.16% ======================================== Files 512 512 Lines 21412 21412 ======================================== Hits 19735 19735 Misses 1677 1677 ```

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migraphx-bot commented 2 weeks ago
Test Batch Rate new
42f8d9
Rate old
77ab44
Diff Compare
torchvision-resnet50 64 3,258.89 3,259.78 -0.03% :white_check_mark:
torchvision-resnet50_fp16 64 6,973.85 6,995.97 -0.32% :white_check_mark:
torchvision-densenet121 32 2,433.65 2,436.42 -0.11% :white_check_mark:
torchvision-densenet121_fp16 32 4,098.64 4,071.94 0.66% :white_check_mark:
torchvision-inceptionv3 32 1,637.99 1,639.03 -0.06% :white_check_mark:
torchvision-inceptionv3_fp16 32 2,765.89 2,763.00 0.10% :white_check_mark:
cadene-inceptionv4 16 776.42 776.59 -0.02% :white_check_mark:
cadene-resnext64x4 16 810.95 808.43 0.31% :white_check_mark:
slim-mobilenet 64 7,535.53 7,532.81 0.04% :white_check_mark:
slim-nasnetalarge 64 211.52 211.50 0.01% :white_check_mark:
slim-resnet50v2 64 3,505.35 3,504.45 0.03% :white_check_mark:
bert-mrpc-onnx 8 1,153.90 1,150.80 0.27% :white_check_mark:
bert-mrpc-tf 1 506.93 464.16 9.22% :high_brightness:
pytorch-examples-wlang-gru 1 418.86 424.10 -1.23% :white_check_mark:
pytorch-examples-wlang-lstm 1 383.60 397.87 -3.58% :red_circle:
torchvision-resnet50_1 1 765.24 817.55 -6.40% :red_circle:
cadene-dpn92_1 1 400.33 436.30 -8.24% :red_circle:
cadene-resnext101_1 1 383.61 374.14 2.53% :white_check_mark:
onnx-taau-downsample 1 342.97 343.01 -0.01% :white_check_mark:
dlrm-criteoterabyte 1 33.33 33.36 -0.08% :white_check_mark:
dlrm-criteoterabyte_fp16 1 52.71 52.73 -0.05% :white_check_mark:
agentmodel 1 8,423.75 8,198.74 2.74% :white_check_mark:
unet_fp16 2 58.96 58.86 0.17% :white_check_mark:
resnet50v1_fp16 1 940.70 987.67 -4.76% :red_circle:
resnet50v1_int8 1 1,006.48 991.53 1.51% :white_check_mark:
bert_base_cased_fp16 64 1,172.23 1,171.75 0.04% :white_check_mark:
bert_large_uncased_fp16 32 363.90 363.44 0.13% :white_check_mark:
bert_large_fp16 1 199.95 198.74 0.61% :white_check_mark:
distilgpt2_fp16 16 2,200.79 2,194.99 0.26% :white_check_mark:
yolov5s 1 540.63 538.41 0.41% :white_check_mark:
tinyllama 1 43.76 43.41 0.80% :white_check_mark:
vicuna-fastchat 1 171.44 174.43 -1.71% :white_check_mark:
whisper-tiny-encoder 1 416.32 418.43 -0.50% :white_check_mark:
whisper-tiny-decoder 1 429.14 426.61 0.59% :white_check_mark:

This build is not recommended to merge :red_circle:

migraphx-bot commented 2 weeks ago


     :white_check_mark: bert-mrpc-onnx: PASSED: MIGraphX meets tolerance
     :white_check_mark: bert-mrpc-tf: PASSED: MIGraphX meets tolerance
     :white_check_mark: pytorch-examples-wlang-gru: PASSED: MIGraphX meets tolerance
     :white_check_mark: pytorch-examples-wlang-lstm: PASSED: MIGraphX meets tolerance
     :white_check_mark: torchvision-resnet50_1: PASSED: MIGraphX meets tolerance
     :white_check_mark: cadene-dpn92_1: PASSED: MIGraphX meets tolerance
     :white_check_mark: cadene-resnext101_1: PASSED: MIGraphX meets tolerance
     :white_check_mark: dlrm-criteoterabyte: PASSED: MIGraphX meets tolerance
     :white_check_mark: agentmodel: PASSED: MIGraphX meets tolerance
     :white_check_mark: unet: PASSED: MIGraphX meets tolerance
     :white_check_mark: resnet50v1: PASSED: MIGraphX meets tolerance
     :white_check_mark: bert_base_cased_fp16: PASSED: MIGraphX meets tolerance
:red_circle:bert_large_uncased_fp16: FAILED: MIGraphX is not within tolerance - check verbose output

     :white_check_mark: bert_large: PASSED: MIGraphX meets tolerance
     :white_check_mark: yolov5s: PASSED: MIGraphX meets tolerance
     :white_check_mark: tinyllama: PASSED: MIGraphX meets tolerance
     :white_check_mark: vicuna-fastchat: PASSED: MIGraphX meets tolerance
     :white_check_mark: whisper-tiny-encoder: PASSED: MIGraphX meets tolerance
     :white_check_mark: whisper-tiny-decoder: PASSED: MIGraphX meets tolerance
     :white_check_mark: distilgpt2_fp16: PASSED: MIGraphX meets tolerance