| import torch | |
| # Reference default values of atol and rtol are from | |
| # https://github.com/pytorch/pytorch/blob/6d96beb6bec24d73ee3f080bac54d2104068f675/test/test_transformers.py#L67 | |
| default_atol = {torch.float16: 1e-3, torch.bfloat16: 1e-3, torch.float: 1e-5} | |
| default_rtol = {torch.float16: 1e-3, torch.bfloat16: 1.6e-2, torch.float: 1.3e-6} | |
| def get_default_atol(output) -> float: | |
| return default_atol[output.dtype] | |
| def get_default_rtol(output) -> float: | |
| return default_rtol[output.dtype] | |