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added bf16 support #24

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Sep 6, 2023
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26 changes: 1 addition & 25 deletions src/transformers/utils/import_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -312,31 +312,7 @@ def is_torch_bf16_gpu_available():

import torch

# since currently no utility function is available we build our own.
# some bits come from https://github.com/pytorch/pytorch/blob/2289a12f21c54da93bf5d696e3f9aea83dd9c10d/torch/testing/_internal/common_cuda.py#L51
# with additional check for torch version
# to succeed:
# 1. torch >= 1.10 (1.9 should be enough for AMP API has changed in 1.10, so using 1.10 as minimal)
# 2. the hardware needs to support bf16 (GPU arch >= Ampere, or CPU)
# 3. if using gpu, CUDA >= 11
# 4. torch.autocast exists
# XXX: one problem here is that it may give invalid results on mixed gpus setup, so it's
# really only correct for the 0th gpu (or currently set default device if different from 0)
if version.parse(version.parse(torch.__version__).base_version) < version.parse("1.10"):
return False

if torch.cuda.is_available() and torch.version.cuda is not None:
if torch.cuda.get_device_properties(torch.cuda.current_device()).major < 8:
return False
if int(torch.version.cuda.split(".")[0]) < 11:
return False
if not hasattr(torch.cuda.amp, "autocast"):
return False
else:
return False

return True

return torch.cuda.is_bf16_supported()

def is_torch_bf16_cpu_available():
if not is_torch_available():
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