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Move most xfails to entries in tank/all_models.csv and temporarily re…
…move multiprocessing and TF gpu support. (#602) * Move most xfails to entries in tank/all_models.csv * enable usage of pytest without specifying tank/test_models.py * add dict_configs.py to gitignore. * Pin versions for runtimes and torch-mlir for setup.
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# IREE Compiler/ Runtime Version: | ||
20221207.350 | ||
# SHARK Compiler/ Runtime Version: | ||
20221207.236 | ||
# Torch-MLIR Version for IREE: | ||
20221207.680 | ||
# Torch-MLIR Version for SHARK: | ||
20221207.680 |
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[pytest] | ||
addopts = --verbose -p no:warnings | ||
norecursedirs = inference tank/tflite | ||
norecursedirs = inference tank/tflite examples benchmarks shark |
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resnet50,mhlo,tf,1e-2,1e-3,default,nhcw-nhwc | ||
albert-base-v2,mhlo,tf,1e-2,1e-2,default,None | ||
roberta-base,mhlo,tf,1e-02,1e-3,default,nhcw-nhwc | ||
bert-base-uncased,mhlo,tf,1e-2,1e-3,default,None | ||
camembert-base,mhlo,tf,1e-2,1e-3,default,None | ||
dbmdz/convbert-base-turkish-cased,mhlo,tf,1e-2,1e-3,default,nhcw-nhwc | ||
distilbert-base-uncased,mhlo,tf,1e-2,1e-3,default,None | ||
facebook/convnext-tiny-224,mhlo,tf,1e-2,1e-3,tf_vit,nhcw-nhwc, | ||
funnel-transformer/small,mhlo,tf,1e-2,1e-3,default,None | ||
google/electra-small-discriminator,mhlo,tf,1e-2,1e-3,default,None | ||
google/mobilebert-uncased,mhlo,tf,1e-2,1e-3,default,None | ||
google/vit-base-patch16-224,mhlo,tf,1e-2,1e-3,tf_vit,nhcw-nhwc | ||
hf-internal-testing/tiny-random-flaubert,mhlo,tf,1e-2,1e-3,default,None | ||
microsoft/MiniLM-L12-H384-uncased,mhlo,tf,1e-2,1e-3,tf_hf,None | ||
microsoft/layoutlm-base-uncased,mhlo,tf,1e-2,1e-3,default,None | ||
microsoft/mpnet-base,mhlo,tf,1e-2,1e-2,default,None | ||
albert-base-v2,linalg,torch,1e-2,1e-3,default,None | ||
alexnet,linalg,torch,1e-2,1e-3,default,None | ||
bert-base-cased,linalg,torch,1e-2,1e-3,default,None | ||
bert-base-uncased,linalg,torch,1e-2,1e-3,default,None | ||
facebook/deit-small-distilled-patch16-224,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
google/vit-base-patch16-224,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
microsoft/beit-base-patch16-224-pt22k-ft22k,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
microsoft/MiniLM-L12-H384-uncased,linalg,torch,1e-2,1e-3,default,None | ||
microsoft/resnet-50,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
google/mobilebert-uncased,linalg,torch,1e-2,1e-3,default,None | ||
mobilenet_v3_small,linalg,torch,1e-1,1e-2,default,nhcw-nhwc | ||
nvidia/mit-b0,linalg,torch,1e-2,1e-3,default,None | ||
resnet101,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
resnet18,linalg,torch,1e-2,1e-3,default,None | ||
resnet50,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
squeezenet1_0,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
wide_resnet50_2,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
efficientnet-v2-s,mhlo,tf,1e-02,1e-3,default,nhcw-nhwc | ||
mnasnet1_0,linalg,torch,1e-2,1e-3,default,nhcw-nhwc | ||
resnet50,mhlo,tf,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"Vulkan Numerical Error: mostly conv" | ||
albert-base-v2,mhlo,tf,1e-2,1e-2,default,None,False,False,False,"" | ||
roberta-base,mhlo,tf,1e-02,1e-3,default,nhcw-nhwc,False,False,False,"" | ||
bert-base-uncased,mhlo,tf,1e-2,1e-3,default,None,False,False,False,"" | ||
camembert-base,mhlo,tf,1e-2,1e-3,default,None,False,False,False,"" | ||
dbmdz/convbert-base-turkish-cased,mhlo,tf,1e-2,1e-3,default,nhcw-nhwc,True,False,True,"https://github.com/iree-org/iree/issues/9971" | ||
distilbert-base-uncased,mhlo,tf,1e-2,1e-3,default,None,False,False,False,"" | ||
facebook/convnext-tiny-224,mhlo,tf,1e-2,1e-3,tf_vit,nhcw-nhwc,False,True,True,"https://github.com/nod-ai/SHARK/issues/311 & https://github.com/nod-ai/SHARK/issues/342" | ||
funnel-transformer/small,mhlo,tf,1e-2,1e-3,default,None,False,True,True,"https://github.com/nod-ai/SHARK/issues/201" | ||
google/electra-small-discriminator,mhlo,tf,1e-2,1e-3,default,None,False,False,False,"" | ||
google/mobilebert-uncased,mhlo,tf,1e-2,1e-3,default,None,False,False,False,"" | ||
google/vit-base-patch16-224,mhlo,tf,1e-2,1e-3,tf_vit,nhcw-nhwc,False,False,True,"Vulkan Numerical Error (mostly conv)" | ||
microsoft/MiniLM-L12-H384-uncased,mhlo,tf,1e-2,1e-3,tf_hf,None,False,False,False,"" | ||
microsoft/layoutlm-base-uncased,mhlo,tf,1e-2,1e-3,default,None,False,False,False,"" | ||
microsoft/mpnet-base,mhlo,tf,1e-2,1e-2,default,None,False,False,False,"" | ||
albert-base-v2,linalg,torch,1e-2,1e-3,default,None,False,False,False,"" | ||
alexnet,linalg,torch,1e-2,1e-3,default,None,False,False,True,"Assertion Error: Zeros Output" | ||
bert-base-cased,linalg,torch,1e-2,1e-3,default,None,False,False,False,"" | ||
bert-base-uncased,linalg,torch,1e-2,1e-3,default,None,False,False,False,"" | ||
facebook/deit-small-distilled-patch16-224,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,True,False,"Fails during iree-compile." | ||
google/vit-base-patch16-224,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,True,False,"https://github.com/nod-ai/SHARK/issues/311" | ||
microsoft/beit-base-patch16-224-pt22k-ft22k,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,True,False,"https://github.com/nod-ai/SHARK/issues/390" | ||
microsoft/MiniLM-L12-H384-uncased,linalg,torch,1e-2,1e-3,default,None,False,False,True,"" | ||
microsoft/resnet-50,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"Vulkan Numerical Error (mostly conv)" | ||
google/mobilebert-uncased,linalg,torch,1e-2,1e-3,default,None,False,False,True,"https://github.com/nod-ai/SHARK/issues/344" | ||
mobilenet_v3_small,linalg,torch,1e-1,1e-2,default,nhcw-nhwc,False,True,True,"https://github.com/nod-ai/SHARK/issues/388" | ||
nvidia/mit-b0,linalg,torch,1e-2,1e-3,default,None,True,True,True,"https://github.com/nod-ai/SHARK/issues/343" | ||
resnet101,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"Vulkan Numerical Error (mostly conv)" | ||
resnet18,linalg,torch,1e-2,1e-3,default,None,True,True,True,"" | ||
resnet50,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"Vulkan Numerical Error (mostly conv)" | ||
squeezenet1_0,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"https://github.com/nod-ai/SHARK/issues/388" | ||
wide_resnet50_2,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"Vulkan Numerical Error (mostly conv)" | ||
efficientnet-v2-s,mhlo,tf,1e-02,1e-3,default,nhcw-nhwc,False,False,True,"https://github.com/nod-ai/SHARK/issues/575" | ||
mnasnet1_0,linalg,torch,1e-2,1e-3,default,nhcw-nhwc,False,False,True,"https://github.com/nod-ai/SHARK/issues/388" |
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