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ROCm / AMDMIGraphX

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

print migraphx env variables #3514

Closed richagadgil closed 1 month ago

codecov[bot] commented 1 month ago

Codecov Report

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

Project coverage is 92.05%. Comparing base (b9fe915) to head (63dbabe).

Additional details and impacted files ```diff @@ Coverage Diff @@ ## develop #3514 +/- ## ======================================== Coverage 92.05% 92.05% ======================================== Files 509 509 Lines 21014 21014 ======================================== Hits 19345 19345 Misses 1669 1669 ```

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migraphx-bot commented 1 month ago
Test Batch Rate new
63dbab		 Rate old
0d07c2		 Diff Compare
torchvision-resnet50 64 3,262.03 3,260.52 0.05% :white_check_mark:
torchvision-resnet50_fp16 64 6,994.45 6,982.39 0.17% :white_check_mark:
torchvision-densenet121 32 2,433.85 2,430.89 0.12% :white_check_mark:
torchvision-densenet121_fp16 32 4,078.93 4,067.06 0.29% :white_check_mark:
torchvision-inceptionv3 32 1,639.66 1,636.77 0.18% :white_check_mark:
torchvision-inceptionv3_fp16 32 2,763.58 2,755.18 0.30% :white_check_mark:
cadene-inceptionv4 16 776.75 775.67 0.14% :white_check_mark:
cadene-resnext64x4 16 808.69 808.09 0.07% :white_check_mark:
slim-mobilenet 64 7,532.50 7,531.83 0.01% :white_check_mark:
slim-nasnetalarge 64 211.54 211.39 0.07% :white_check_mark:
slim-resnet50v2 64 3,502.68 3,495.72 0.20% :white_check_mark:
bert-mrpc-onnx 8 1,149.07 1,140.79 0.73% :white_check_mark:
bert-mrpc-tf 1 466.50 447.09 4.34% :high_brightness:
pytorch-examples-wlang-gru 1 419.36 357.24 17.39% :high_brightness:
pytorch-examples-wlang-lstm 1 393.79 320.71 22.78% :high_brightness:
torchvision-resnet50_1 1 809.68 776.99 4.21% :high_brightness:
cadene-dpn92_1 1 410.95 430.45 -4.53% :red_circle:
cadene-resnext101_1 1 382.91 378.42 1.19% :white_check_mark:
onnx-taau-downsample 1 343.00 341.70 0.38% :white_check_mark:
dlrm-criteoterabyte 1 33.33 32.05 3.99% :high_brightness:
dlrm-criteoterabyte_fp16 1 52.78 50.61 4.27% :high_brightness:
agentmodel 1 8,584.58 6,696.76 28.19% :high_brightness:
unet_fp16 2 58.84 58.59 0.44% :white_check_mark:
resnet50v1_fp16 1 935.84 840.65 11.32% :high_brightness:
resnet50v1_int8 1 980.92 931.26 5.33% :high_brightness:
bert_base_cased_fp16 64 1,171.17 1,170.54 0.05% :white_check_mark:
bert_large_uncased_fp16 32 363.64 363.52 0.03% :white_check_mark:
bert_large_fp16 1 198.79 196.02 1.42% :white_check_mark:
distilgpt2_fp16 16 2,201.46 2,199.51 0.09% :white_check_mark:
yolov5s 1 542.68 536.04 1.24% :white_check_mark:
tinyllama 1 43.46 43.33 0.30% :white_check_mark:
vicuna-fastchat 1 177.67 171.81 3.41% :high_brightness:
whisper-tiny-encoder 1 418.24 416.70 0.37% :white_check_mark:
whisper-tiny-decoder 1 428.48 418.85 2.30% :white_check_mark:

This build is not recommended to merge :red_circle:

migraphx-bot commented 1 month 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

richagadgil commented 1 month ago

Prints out environment variables that contain "MIGRAPHX" as follows:

Running [ MIGraphX Version: 2.11.0.b9fe9158f-dirty ]: /code/AMDMIGraphX/build/bin/migraphx-driver perf models/rnnt/rnnt_joint/model.onnx
MIGRAPHX_123=y
MIGRAPHX_ABC=1
Compiling ... 
Reading: models/rnnt/rnnt_joint/model.onnx
# MIGRAPHX_1=1 MIGRAPHX_2=y /code/AMDMIGraphX/build/bin/migraphx-driver perf models/rnnt/rnnt_joint/mod
el.onnx 
Running [ MIGraphX Version: 2.11.0.b9fe9158f-dirty ]: /code/AMDMIGraphX/build/bin/migraphx-driver perf models/rnnt/rnnt_joint/model.onnx
MIGRAPHX_2=y
MIGRAPHX_1=1
MIGRAPHX_123=y
MIGRAPHX_ABC=1
Compiling ...