rocMLIR Weekly Sync 2024-11-10

[github-actions]

Update rocMLIR version

• Updated with changes from 2024-11-10
• Auto-generated by create-pull-request
• Update requirements.txt to rocMLIR@99fc9d24714ee7eae75ef8e414df4f2dacd3af16

[github-actions]

model	DEFAULT	MLIR_EXTENDED
bert-mrpc-onnx	✅	🔴
bert-mrpc-tf	✅	✅
pytorch-examples-wlang-gru	✅	✅
pytorch-examples-wlang-lstm	✅	✅
torchvision-resnet50_1	✅	✅
cadene-dpn92_1	✅	✅
cadene-resnext101_1	✅	✅
dlrm-criteoterabyte	✅	✅
agentmodel	✅	✅
unet	✅	🔴
resnet50v1	✅	✅
bert_base_cased_fp16	✅	✅
bert_large_uncased_fp16	🔴	✅
bert_large	✅	✅
yolov5s	✅	✅
tinyllama	✅	✅
vicuna-fastchat	✅	✅
whisper-tiny-encoder	✅	🔴
whisper-tiny-decoder	✅	✅
distilgpt2_fp16	✅	✅

✅ - within tolerance
🔴 - not within tolerance
❌ - error in execution

[migraphx-bot]

Test	Batch	Rate new e315c0	Rate old c51bea	Diff	Compare
torchvision-resnet50	64	3,256.58	3,257.81	-0.04%	✅
torchvision-resnet50_fp16	64	6,979.68	6,987.81	-0.12%	✅
torchvision-densenet121	32	2,435.78	2,434.57	0.05%	✅
torchvision-densenet121_fp16	32	4,093.65	4,065.61	0.69%	✅
torchvision-inceptionv3	32	1,627.18	1,637.17	-0.61%	✅
torchvision-inceptionv3_fp16	32	2,744.00	2,759.26	-0.55%	✅
cadene-inceptionv4	16	764.64	776.31	-1.50%	✅
cadene-resnext64x4	16	811.31	811.75	-0.05%	✅
slim-mobilenet	64	7,463.49	7,533.16	-0.92%	✅
slim-nasnetalarge	64	208.34	211.39	-1.44%	✅
slim-resnet50v2	64	3,440.31	3,504.83	-1.84%	✅
bert-mrpc-onnx	8	1,149.50	1,146.47	0.26%	✅
bert-mrpc-tf	1	463.19	473.89	-2.26%	✅
pytorch-examples-wlang-gru	1	421.43	425.31	-0.91%	✅
pytorch-examples-wlang-lstm	1	395.22	408.68	-3.29%	🔴
torchvision-resnet50_1	1	804.04	771.75	4.18%	🔆
cadene-dpn92_1	1	398.53	399.01	-0.12%	✅
cadene-resnext101_1	1	382.92	383.85	-0.24%	✅
onnx-taau-downsample	1	345.37	343.09	0.66%	✅
dlrm-criteoterabyte	1	33.31	33.31	0.01%	✅
dlrm-criteoterabyte_fp16	1	52.74	52.71	0.06%	✅
agentmodel	1	8,382.37	8,235.67	1.78%	✅
unet_fp16	2	58.76	58.90	-0.24%	✅
resnet50v1_fp16	1	946.66	940.89	0.61%	✅
resnet50v1_int8	1	1,016.56	1,025.93	-0.91%	✅
bert_base_cased_fp16	64	1,171.39	1,170.88	0.04%	✅
bert_large_uncased_fp16	32	363.64	363.69	-0.01%	✅
bert_large_fp16	1	198.82	200.14	-0.66%	✅
distilgpt2_fp16	16	2,199.34	2,200.77	-0.07%	✅
yolov5s	1	542.01	535.15	1.28%	✅
tinyllama	1	43.74	43.41	0.76%	✅
vicuna-fastchat	1	175.88	178.09	-1.24%	✅
whisper-tiny-encoder	1	418.72	418.18	0.13%	✅
whisper-tiny-decoder	1	427.27	427.58	-0.07%	✅

This build is not recommended to merge 🔴

[migraphx-bot]

     ✅ 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

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 92.17%. Comparing base (2f97579) to head (e315c0d).
Report is 6 commits behind head on develop.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #3608      +/-   ##
===========================================
- Coverage    92.18%   92.17%   -0.01%     
===========================================
  Files          513      513              
  Lines        21548    21560      +12     
===========================================
+ Hits         19863    19873      +10     
- Misses        1685     1687       +2     

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