updates
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train.py
1
train.py
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@ -162,6 +162,7 @@ def train(cfg,
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# Mixed precision training https://github.com/NVIDIA/apex
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if mixed_precision:
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model, optimizer = amp.initialize(model, optimizer, opt_level='O1', verbosity=0)
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print('Using Apex')
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# Initialize distributed training
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if torch.cuda.device_count() > 1:
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@ -16,17 +16,11 @@ def select_device(force_cpu=False):
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if not cuda:
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print('Using CPU')
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if cuda:
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try: # Mixed precision training https://github.com/NVIDIA/apex
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from apex import amp
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apex_str = 'Apex '
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except:
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apex_str = ''
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torch.backends.cudnn.benchmark = True # set False for reproducible results
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c = 1024 ** 2 # bytes to MB
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ng = torch.cuda.device_count()
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x = [torch.cuda.get_device_properties(i) for i in range(ng)]
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cuda_str = 'Using CUDA ' + apex_str
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cuda_str = 'Using CUDA '
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for i in range(0, ng):
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if i == 1:
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# torch.cuda.set_device(0) # OPTIONAL: Set GPU ID
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