migraphx-benchmark / AMDMIGraphX

AMD's graph optimization engine.
https://rocmsoftwareplatform.github.io/AMDMIGraphX/doc/html/
MIT License
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Update requirements.txt #59

Closed pavlejacovicHTEC closed 1 year ago

migraphx-bot commented 1 year ago
Test Batch Rate new
6c1c2b
Rate old
5e1326
Diff Compare
torchvision-resnet50 64 2,262.36 2,261.59 0.03% :white_check_mark:
torchvision-resnet50_fp16 64 5,257.15 5,274.26 -0.32% :white_check_mark:
torchvision-densenet121 32 1,777.20 4,723.46 -62.38% :red_circle:
torchvision-densenet121_fp16 32 3,236.94 15,294.69 -78.84% :red_circle:
torchvision-inceptionv3 32 1,312.53 1,783.00 -26.39% :red_circle:
torchvision-inceptionv3_fp16 32 2,314.85 3,237.87 -28.51% :red_circle:
cadene-inceptionv4 16 677.19 656.71 3.12% :high_brightness:
cadene-resnext64x4 16 592.21 1,170.63 -49.41% :red_circle:
slim-mobilenet 64 7,148.87 3,573.66 100.04% :high_brightness:
slim-nasnetalarge 64 228.71 8,406.94 -97.28% :red_circle:
slim-resnet50v2 64 2,347.72 2,647.12 -11.31% :red_circle:
bert-mrpc-onnx 8 852.82 296.30 187.83% :high_brightness:
bert-mrpc-tf 1 304.97 111.81 172.77% :high_brightness:
torchvision-resnet50_1 1 521.83 106.66 389.26% :high_brightness:
torchvision-inceptionv3_1 1 299.02 305.91 -2.25% :white_check_mark:
cadene-dpn92_1 1 329.49 314.81 4.66% :high_brightness:
cadene-resnext101_1 1 228.45 313.90 -27.22% :red_circle:
slim-vgg16_1 1 158.12 528.47 -70.08% :red_circle:
slim-mobilenet_1 1 1,519.24 297.55 410.58% :high_brightness:
slim-inceptionv4_1 1 189.87 462.09 -58.91% :red_circle:
onnx-taau-downsample 1 323.49 323.44 0.02% :white_check_mark:
dlrm-criteoterabyte 1 19.58 228.33 -91.42% :red_circle:
dlrm-criteoterabyte_fp16 1 35.83 158.38 -77.38% :red_circle:
agentmodel 1 4,980.80 1,515.93 228.56% :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