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NHWC fixes #2719

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NHWC fixes #2719

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kahmed10
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@kahmed10 kahmed10 commented Feb 2, 2024

Also testing with NHWC enabled in the CI.

@kahmed10 kahmed10 self-assigned this Feb 2, 2024
@kahmed10 kahmed10 added roadmap Tasks to finish for a release bugfix Fixes a bug found in the code. labels Feb 2, 2024
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migraphx-bot commented Feb 2, 2024

Test Batch Rate new
4d3a10
Rate old
3c0c78
Diff Compare
torchvision-resnet50 64 2,836.25 2,836.54 -0.01%
torchvision-resnet50_fp16 64 6,506.14 6,468.23 0.59%
torchvision-densenet121 32 2,089.91 2,100.56 -0.51%
torchvision-densenet121_fp16 32 3,667.42 3,666.39 0.03%
cadene-inceptionv4 16 722.70 722.80 -0.01%
cadene-resnext64x4 16 695.07 692.49 0.37%
bert-mrpc-onnx 8 813.73 812.22 0.19%
bert-mrpc-tf 1 378.42 389.92 -2.95%
pytorch-examples-wlang-gru 1 347.70 306.15 13.57% 🔆
pytorch-examples-wlang-lstm 1 316.22 320.74 -1.41%
torchvision-resnet50_1 1 605.34 606.14 -0.13%
cadene-dpn92_1 1 415.31 415.97 -0.16%
cadene-resnext101_1 1 330.90 331.06 -0.05%
onnx-taau-downsample 1 285.80 305.45 -6.43% 🔴
dlrm-criteoterabyte 1 23.50 21.60 8.79% 🔆
dlrm-criteoterabyte_fp16 1 41.09 40.55 1.34%
agentmodel 1 6,390.92 6,053.93 5.57% 🔆
unet_fp16 2 54.54 54.82 -0.50%
resnet50v1_fp16 1 947.76 922.43 2.75%
bert_base_cased_fp16 64 924.97 925.19 -0.02%
bert_large_uncased_fp16 32 290.64 290.63 0.00%
bert_large_fp16 1 167.33 171.80 -2.60%
distilgpt2_fp16 16 1,514.43 1,513.79 0.04%

This build is not recommended to merge 🔴

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     ✅ bert-mrpc-onnx: PASSED: MIGraphX meets tolerance

     ✅ bert-mrpc-tf: PASSED: MIGraphX meets tolerance

     ✅ pytorch-examples-wlang-gru: PASSED: MIGraphX meets tolerance

     ✅ pytorch-examples-wlang-lstm: PASSED: MIGraphX meets tolerance

     ✅ torchvision-resnet50_1: PASSED: MIGraphX meets tolerance

     ✅ cadene-dpn92_1: PASSED: MIGraphX meets tolerance

     ✅ cadene-resnext101_1: PASSED: MIGraphX meets tolerance

     ✅ dlrm-criteoterabyte: PASSED: MIGraphX meets tolerance

     ✅ agentmodel: PASSED: MIGraphX meets tolerance

     ✅ unet: PASSED: MIGraphX meets tolerance

     ✅ resnet50v1: PASSED: MIGraphX meets tolerance

     ✅ bert_base_cased_fp16: PASSED: MIGraphX meets tolerance

     ✅ bert_large_uncased_fp16: PASSED: MIGraphX meets tolerance

     ✅ bert_large: PASSED: MIGraphX meets tolerance

     ✅ yolov5s: PASSED: MIGraphX meets tolerance

     ✅ tinyllama: PASSED: MIGraphX meets tolerance

     ✅ vicuna-fastchat: PASSED: MIGraphX meets tolerance

     ✅ whisper-tiny-encoder: PASSED: MIGraphX meets tolerance

     ✅ whisper-tiny-decoder: PASSED: MIGraphX meets tolerance

     ✅ distilgpt2_fp16: PASSED: MIGraphX meets tolerance

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6 participants