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migraphx-benchmark / AMDMIGraphX

AMD's graph optimization engine.
https://rocmsoftwareplatform.github.io/AMDMIGraphX/doc/html/
MIT License
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Update requirements.txt #60

Closed pavlejacovicHTEC closed 1 year ago

migraphx-bot commented 1 year ago
Test Batch Rate new
e0dee0		 Rate old
09aaa6		 Diff Compare
torchvision-resnet50 64 2,258.37 2,263.05 -0.21% :white_check_mark:
torchvision-resnet50_fp16 64 5,253.22 5,277.00 -0.45% :white_check_mark:
torchvision-densenet121 32 1,780.88 4,724.53 -62.31% :red_circle:
torchvision-densenet121_fp16 32 3,250.69 15,375.60 -78.86% :red_circle:
torchvision-inceptionv3 32 1,309.54 1,780.65 -26.46% :red_circle:
torchvision-inceptionv3_fp16 32 2,320.08 3,247.59 -28.56% :red_circle:
cadene-inceptionv4 16 661.18 656.85 0.66% :white_check_mark:
cadene-resnext64x4 16 591.10 1,159.55 -49.02% :red_circle:
slim-mobilenet 64 7,141.14 3,570.87 99.98% :high_brightness:
slim-nasnetalarge 64 229.12 8,572.63 -97.33% :red_circle:
slim-resnet50v2 64 2,321.85 2,689.44 -13.67% :red_circle:
bert-mrpc-onnx 8 851.09 296.25 187.28% :high_brightness:
bert-mrpc-tf 1 304.57 111.83 172.35% :high_brightness:
torchvision-resnet50_1 1 525.93 106.45 394.04% :high_brightness:
torchvision-inceptionv3_1 1 298.94 306.20 -2.37% :white_check_mark:
cadene-dpn92_1 1 323.97 313.18 3.45% :high_brightness:
cadene-resnext101_1 1 230.32 310.18 -25.75% :red_circle:
slim-vgg16_1 1 158.10 526.19 -69.95% :red_circle:
slim-mobilenet_1 1 1,499.27 298.83 401.71% :high_brightness:
slim-inceptionv4_1 1 189.93 461.68 -58.86% :red_circle:
onnx-taau-downsample 1 322.92 329.27 -1.93% :white_check_mark:
agentmodel 1 4,956.09 1,484.70 233.81% :high_brightness:

This build is not recommended to merge :red_circle:

migraphx-bot commented 1 year 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:torchvision-inceptionv3_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:slim-vgg16_1: PASSED: MIGraphX meets tolerance
    :white_check_mark:slim-mobilenet_1: PASSED: MIGraphX meets tolerance
    :white_check_mark:slim-inceptionv4_1: PASSED: MIGraphX meets tolerance
    :white_check_mark:dlrm-criteoterabyte: PASSED: MIGraphX meets tolerance
    :white_check_mark:agentmodel: PASSED: MIGraphX meets tolerance