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Add end2end example for SD3 #3618

Merged
merged 25 commits into from
Nov 20, 2024
Merged

Add end2end example for SD3 #3618

merged 25 commits into from
Nov 20, 2024

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kahmed10
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@kahmed10 kahmed10 requested review from a team and causten as code owners November 13, 2024 20:16
@kahmed10 kahmed10 self-assigned this Nov 13, 2024
@causten causten linked an issue Nov 13, 2024 that may be closed by this pull request
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codecov bot commented Nov 13, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 92.18%. Comparing base (ed3037e) to head (d6d68ff).
Report is 5 commits behind head on develop.

Additional details and impacted files
@@           Coverage Diff            @@
##           develop    #3618   +/-   ##
========================================
  Coverage    92.18%   92.18%           
========================================
  Files          513      513           
  Lines        21576    21576           
========================================
  Hits         19889    19889           
  Misses        1687     1687           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.


🚨 Try these New Features:

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Test Batch Rate new
fd8108
Rate old
ca70d7
Diff Compare
torchvision-resnet50 64 3,259.92 3,255.84 0.13%
torchvision-resnet50_fp16 64 6,989.52 6,989.36 0.00%
torchvision-densenet121 32 2,433.57 2,435.63 -0.08%
torchvision-densenet121_fp16 32 4,097.37 4,113.48 -0.39%
torchvision-inceptionv3 32 1,628.06 1,628.07 -0.00%
torchvision-inceptionv3_fp16 32 2,748.53 2,745.56 0.11%
cadene-inceptionv4 16 765.61 764.37 0.16%
cadene-resnext64x4 16 811.25 811.55 -0.04%
slim-mobilenet 64 7,466.32 7,464.12 0.03%
slim-nasnetalarge 64 208.49 208.45 0.02%
slim-resnet50v2 64 3,441.42 3,438.29 0.09%
bert-mrpc-onnx 8 1,150.78 1,152.93 -0.19%
bert-mrpc-tf 1 477.09 464.58 2.69%
pytorch-examples-wlang-gru 1 426.68 418.94 1.85%
pytorch-examples-wlang-lstm 1 389.20 387.87 0.34%
torchvision-resnet50_1 1 771.43 762.79 1.13%
cadene-dpn92_1 1 403.21 400.88 0.58%
cadene-resnext101_1 1 383.32 382.88 0.12%
onnx-taau-downsample 1 345.09 346.24 -0.33%
dlrm-criteoterabyte 1 33.34 33.33 0.05%
dlrm-criteoterabyte_fp16 1 52.74 52.75 -0.02%
agentmodel 1 8,464.96 8,346.83 1.42%
unet_fp16 2 58.84 58.92 -0.14%
resnet50v1_fp16 1 1,029.48 960.62 7.17% 🔆
resnet50v1_int8 1 1,004.83 1,032.21 -2.65%
bert_base_cased_fp16 64 1,169.97 1,171.14 -0.10%
bert_large_uncased_fp16 32 363.63 363.43 0.06%
bert_large_fp16 1 198.93 198.85 0.04%
distilgpt2_fp16 16 2,198.79 2,204.64 -0.27%
yolov5s 1 525.57 527.37 -0.34%
tinyllama 1 43.45 43.71 -0.58%
vicuna-fastchat 1 172.88 174.87 -1.13%
whisper-tiny-encoder 1 418.66 418.69 -0.01%
whisper-tiny-decoder 1 427.32 424.06 0.77%

Check results before 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

@kahmed10
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Note for reviewers, other_impls.py is an external script not written by me, so feel free to ignore it.

@causten causten merged commit 84ab6da into develop Nov 20, 2024
21 of 23 checks passed
@causten causten deleted the sd3_e2e branch November 20, 2024 00:37
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Add SD3 end-to-end example
3 participants