lightning/pytorch_lightning/plugins/native_amp.py

30 lines
893 B
Python

# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import torch
class NativeAMP:
def __init__(self, trainer):
self.trainer = trainer
def connect(self, model, optimizers):
return model, optimizers
def training_step(self, fx, args):
with torch.cuda.amp.autocast():
output = fx(*args)
return output