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Add contrib groupnorm #3678

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Ted Themistokleous added 3 commits November 13, 2024 03:46
Adding in attributes for contrib ops
Change output based on activations added.

TODO add changes for NHWC
@TedThemistokleous TedThemistokleous self-assigned this Dec 4, 2024
@TedThemistokleous TedThemistokleous added the Onnx Operators Adding or modifying an Onnx Operator in the MIGraphX codebase label Dec 4, 2024
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Test Batch Rate new
cd1651
Rate old
871fd5
Diff Compare
torchvision-resnet50 64 3,211.05 3,258.37 -1.45%
torchvision-resnet50_fp16 64 6,857.81 6,985.89 -1.83%
torchvision-densenet121 32 2,427.04 2,434.83 -0.32%
torchvision-densenet121_fp16 32 4,029.29 4,096.10 -1.63%
torchvision-inceptionv3 32 1,626.05 1,628.27 -0.14%
torchvision-inceptionv3_fp16 32 2,718.52 2,743.48 -0.91%
cadene-inceptionv4 16 762.54 765.47 -0.38%
cadene-resnext64x4 16 809.44 808.90 0.07%
slim-mobilenet 64 7,454.87 7,462.01 -0.10%
slim-nasnetalarge 64 208.15 208.42 -0.13%
slim-resnet50v2 64 1,376.92 3,439.75 -59.97% 🔴
bert-mrpc-onnx 8 618.52 1,150.01 -46.22% 🔴
bert-mrpc-tf 1 494.07 480.28 2.87%
pytorch-examples-wlang-gru 1 421.77 417.96 0.91%
pytorch-examples-wlang-lstm 1 383.46 381.48 0.52%
torchvision-resnet50_1 1 808.34 785.76 2.87%
cadene-dpn92_1 1 435.14 436.17 -0.24%
cadene-resnext101_1 1 383.14 382.70 0.11%
onnx-taau-downsample 1 345.27 345.53 -0.07%
dlrm-criteoterabyte 1 33.33 33.33 -0.00%
dlrm-criteoterabyte_fp16 1 52.75 52.73 0.03%
agentmodel 1 8,445.16 8,218.68 2.76%
unet_fp16 2 58.95 58.88 0.11%
resnet50v1_fp16 1 995.38 921.67 8.00% 🔆
resnet50v1_int8 1 1,010.42 1,011.55 -0.11%
bert_base_cased_fp16 64 1,169.20 1,168.76 0.04%
bert_large_uncased_fp16 32 363.26 363.10 0.05%
bert_large_fp16 1 198.84 200.24 -0.70%
distilgpt2_fp16 16 2,194.81 2,194.57 0.01%
yolov5s 1 530.17 530.30 -0.02%
tinyllama 1 43.36 43.40 -0.08%
vicuna-fastchat 1 173.42 168.83 2.72%
whisper-tiny-encoder 1 417.70 417.90 -0.05%
whisper-tiny-decoder 1 432.45 427.53 1.15%

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: FAILED: MIGraphX is not within tolerance - check verbose output


     ✅ 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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