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bf16 verify tests #3707

Merged
merged 27 commits into from
Feb 5, 2025
Merged

bf16 verify tests #3707

merged 27 commits into from
Feb 5, 2025

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richagadgil
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@richagadgil richagadgil requested a review from causten as a code owner December 12, 2024 01:26
@richagadgil richagadgil self-assigned this Dec 13, 2024
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codecov bot commented Jan 28, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 92.32%. Comparing base (5dc0199) to head (309f788).
Report is 3 commits behind head on develop.

Additional details and impacted files
@@             Coverage Diff             @@
##           develop    #3707      +/-   ##
===========================================
+ Coverage    92.29%   92.32%   +0.03%     
===========================================
  Files          519      519              
  Lines        22233    22233              
===========================================
+ Hits         20520    20527       +7     
+ Misses        1713     1706       -7     

☔ View full report in Codecov by Sentry.
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test/verify/test_isinf.cpp Outdated Show resolved Hide resolved
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Test Batch Rate new
309f78
Rate old
5dc019
Diff Compare
torchvision-resnet50 64 3,232.57 3,229.26 0.10%
torchvision-resnet50_fp16 64 6,866.53 6,862.73 0.06%
torchvision-densenet121 32 2,429.38 2,429.91 -0.02%
torchvision-densenet121_fp16 32 4,178.99 4,173.61 0.13%
torchvision-inceptionv3 32 1,612.46 1,611.02 0.09%
torchvision-inceptionv3_fp16 32 2,681.03 2,683.26 -0.08%
cadene-inceptionv4 16 748.59 749.06 -0.06%
cadene-resnext64x4 16 809.02 808.64 0.05%
slim-mobilenet 64 6,661.87 6,657.58 0.06%
slim-nasnetalarge 64 198.96 198.90 0.03%
slim-resnet50v2 64 3,423.69 3,424.77 -0.03%
bert-mrpc-onnx 8 1,138.71 1,138.15 0.05%
bert-mrpc-tf 1 470.56 470.57 -0.00%
pytorch-examples-wlang-gru 1 434.10 425.82 1.94%
pytorch-examples-wlang-lstm 1 378.54 397.58 -4.79% 🔴
torchvision-resnet50_1 1 802.82 789.46 1.69%
cadene-dpn92_1 1 417.64 415.00 0.64%
cadene-resnext101_1 1 388.75 389.35 -0.15%
onnx-taau-downsample 1 372.59 372.43 0.04%
dlrm-criteoterabyte 1 30.56 30.53 0.08%
dlrm-criteoterabyte_fp16 1 49.14 49.09 0.09%
agentmodel 1 7,712.84 7,273.63 6.04% 🔆
unet_fp16 2 57.71 57.82 -0.19%
resnet50v1_fp16 1 993.15 978.89 1.46%
resnet50v1_int8 1 791.06 781.27 1.25%
bert_base_cased_fp16 64 1,173.13 1,171.32 0.15%
bert_large_uncased_fp16 32 362.31 362.15 0.04%
bert_large_fp16 1 199.74 198.55 0.60%
distilgpt2_fp16 16 2,211.02 2,214.29 -0.15%
yolov5s 1 514.21 515.26 -0.20%
tinyllama 1 43.46 43.42 0.08%
vicuna-fastchat 1 43.74 43.81 -0.16%
whisper-tiny-encoder 1 410.90 410.65 0.06%
whisper-tiny-decoder 1 403.89 406.71 -0.69%

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

@TedThemistokleous TedThemistokleous added roadmap Tasks to finish for a release high priority A PR with high priority for review and merging. Continous Integration Pull request updates parts of continous integration pipeline labels Feb 4, 2025
@causten causten merged commit 8bf1a49 into develop Feb 5, 2025
42 of 45 checks passed
@causten causten deleted the bf16_verify_tests branch February 5, 2025 03:00
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5 participants