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* Adds a few xfails to enable macOS builder * Convert string batch sizes to ints where needed. * allow pytest to retry getting model artifacts * Reduce attempts and add assert msg.
4.3 KiB
4.3 KiB
| 1 | resnet50 | mhlo | tf | 1e-2 | 1e-3 | default | nhcw-nhwc | False | False | False | macos | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | albert-base-v2 | mhlo | tf | 1e-2 | 1e-2 | default | None | False | False | False | |||
| 3 | roberta-base | mhlo | tf | 1e-02 | 1e-3 | default | nhcw-nhwc | True | True | True | macos | ||
| 4 | bert-base-uncased | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False | enabled_windows | ||
| 5 | camembert-base | mhlo | tf | 1e-2 | 1e-3 | default | None | True | True | True | |||
| 6 | dbmdz/convbert-base-turkish-cased | mhlo | tf | 1e-2 | 1e-3 | default | nhcw-nhwc | True | True | False | https://github.com/iree-org/iree/issues/9971 | ||
| 7 | distilbert-base-uncased | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 8 | facebook/convnext-tiny-224 | mhlo | tf | 1e-2 | 1e-3 | tf_vit | nhcw-nhwc | True | True | False | https://github.com/nod-ai/SHARK/issues/311 & https://github.com/nod-ai/SHARK/issues/342 | macos | |
| 9 | funnel-transformer/small | mhlo | tf | 1e-2 | 1e-3 | default | None | True | True | False | https://github.com/nod-ai/SHARK/issues/201 | ||
| 10 | google/electra-small-discriminator | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 11 | google/mobilebert-uncased | mhlo | tf | 1e-2 | 1e-3 | default | None | True | False | False | Fails during iree-compile | ||
| 12 | google/vit-base-patch16-224 | mhlo | tf | 1e-2 | 1e-3 | tf_vit | nhcw-nhwc | False | False | False | |||
| 13 | microsoft/MiniLM-L12-H384-uncased | mhlo | tf | 1e-2 | 1e-3 | tf_hf | None | True | False | False | Fails during iree-compile. | ||
| 14 | microsoft/layoutlm-base-uncased | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 15 | microsoft/mpnet-base | mhlo | tf | 1e-2 | 1e-2 | default | None | True | True | True | |||
| 16 | albert-base-v2 | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | True | issue with aten.tanh in torch-mlir | ||
| 17 | alexnet | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | False | https://github.com/nod-ai/SHARK/issues/879 | ||
| 18 | bert-base-cased | linalg | torch | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 19 | bert-base-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 20 | bert-base-uncased_fp16 | linalg | torch | 1e-1 | 1e-1 | default | None | True | False | True | |||
| 21 | bert-large-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 22 | bert-large-uncased | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 23 | facebook/deit-small-distilled-patch16-224 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | False | True | False | Fails during iree-compile. | ||
| 24 | 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 | ||
| 25 | 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 | macos | |
| 26 | microsoft/MiniLM-L12-H384-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 27 | google/mobilebert-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | False | False | https://github.com/nod-ai/SHARK/issues/344 | ||
| 28 | mobilenet_v3_small | linalg | torch | 1e-1 | 1e-2 | default | nhcw-nhwc | False | True | False | https://github.com/nod-ai/SHARK/issues/388 | macos | |
| 29 | nvidia/mit-b0 | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | False | https://github.com/nod-ai/SHARK/issues/343 | macos | |
| 30 | resnet101 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc/img2col | False | False | False | macos | ||
| 31 | resnet18 | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | False | macos | ||
| 32 | resnet50 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | False | False | False | macos | ||
| 33 | resnet50_fp16 | linalg | torch | 1e-2 | 1e-2 | default | nhcw-nhwc/img2col | True | False | True | |||
| 34 | squeezenet1_0 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | False | False | False | macos | ||
| 35 | wide_resnet50_2 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc/img2col | False | False | False | macos | ||
| 36 | efficientnet-v2-s | mhlo | tf | 1e-02 | 1e-3 | default | nhcw-nhwc | False | False | False | macos | ||
| 37 | mnasnet1_0 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | True | True | True | macos | ||
| 38 | efficientnet_b0 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | True | True | False | https://github.com/nod-ai/SHARK/issues/1243 | ||
| 39 | efficientnet_b7 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | True | False | False | Torchvision imports issue | ||
| 40 | efficientnet_b0 | mhlo | tf | 1e-2 | 1e-3 | default | None | nhcw-nhwc | False | False | False | ||
| 41 | efficientnet_b7 | mhlo | tf | 1e-2 | 1e-3 | default | None | nhcw-nhwc | False | False | False | ||
| 42 | gpt2 | mhlo | tf | 1e-2 | 1e-3 | default | None | True | False | False | |||
| 43 | t5-base | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | True | Inputs for seq2seq models in torch currently unsupported. | ||
| 44 | t5-base | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False | |||
| 45 | t5-large | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | True | Inputs for seq2seq models in torch currently unsupported | ||
| 46 | t5-large | mhlo | tf | 1e-2 | 1e-3 | default | None | False | False | False |