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2.3 KiB
2.3 KiB
| 1 | bert-base-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | True | False | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | bert-base-uncased_fp16 | linalg | torch | 1e-1 | 1e-1 | default | None | True | True | True | ||
| 3 | bert-large-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | True | False | ||
| 4 | facebook/deit-small-distilled-patch16-224 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | False | True | False | Fails during iree-compile. | |
| 5 | 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 | |
| 6 | 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 |
| 7 | microsoft/MiniLM-L12-H384-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | True | False | ||
| 8 | google/mobilebert-uncased | linalg | torch | 1e-2 | 1e-3 | default | None | False | True | False | https://github.com/nod-ai/SHARK/issues/344 | macos |
| 9 | mobilenet_v3_small | linalg | torch | 1e-1 | 1e-2 | default | nhcw-nhwc | True | True | True | https://github.com/nod-ai/SHARK/issues/388, https://github.com/nod-ai/SHARK/issues/1487 | macos |
| 10 | nvidia/mit-b0 | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | True | https://github.com/nod-ai/SHARK/issues/343,https://github.com/nod-ai/SHARK/issues/1487 | macos |
| 11 | resnet101 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc/img2col | True | False | False | macos | |
| 12 | resnet18 | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | False | macos | |
| 13 | resnet50 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | False | False | False | macos | |
| 14 | resnet50_fp16 | linalg | torch | 1e-2 | 1e-2 | default | nhcw-nhwc/img2col | True | True | True | Numerics issues, awaiting cuda-independent fp16 integration | |
| 15 | squeezenet1_0 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | False | False | False | macos | |
| 16 | wide_resnet50_2 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc/img2col | True | False | False | macos | |
| 17 | mnasnet1_0 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | True | True | True | macos | |
| 18 | efficientnet_b0 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | True | True | True | https://github.com/nod-ai/SHARK/issues/1487 | macos |
| 19 | efficientnet_b7 | linalg | torch | 1e-2 | 1e-3 | default | nhcw-nhwc | True | True | True | https://github.com/nod-ai/SHARK/issues/1487 | macos |
| 20 | t5-base | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | True | Inputs for seq2seq models in torch currently unsupported. | macos |
| 21 | t5-large | linalg | torch | 1e-2 | 1e-3 | default | None | True | True | True | Inputs for seq2seq models in torch currently unsupported | macos |