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					@ -84,7 +84,7 @@ class Components :
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							# We ask the process to assume 1 gpu given the system number of GPU and that these tasks can run in parallel
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							# We ask the process to assume 1 gpu given the system number of GPU and that these tasks can run in parallel
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							#
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							#
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							if int(args['num_gpu']) > 1 :
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							if int(args['num_gpu']) > 1 :
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								_args['gpu'] = int(args['gpu']) if int(args['gpu']) < 8 else np.random.choice(np.arange(8)).astype(int)[0]
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								_args['gpu'] = int(args['gpu']) if int(args['gpu']) < 8 else np.random.choice(np.arange(8)).astype(int)
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							else:
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							else:
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								_args['gpu']  = 0
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								_args['gpu']  = 0
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							_args['num_gpu'] 	= 1
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							_args['num_gpu'] 	= 1
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					@ -124,7 +124,7 @@ class Components :
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								_args['batch_size'] = int(args['batch_size'])
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								_args['batch_size'] = int(args['batch_size'])
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							if int(args['num_gpu']) > 1 :
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							if int(args['num_gpu']) > 1 :
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								_args['gpu'] = int(args['gpu']) if int(args['gpu']) < 8 else np.random.choice(np.arange(8)).astype(int)[0]
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								_args['gpu'] = int(args['gpu']) if int(args['gpu']) < 8 else np.random.choice(np.arange(8)).astype(int)
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							else:
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							else:
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								_args['gpu']  = 0
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								_args['gpu']  = 0
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							_args['num_gpu'] 	= 1
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							_args['num_gpu'] 	= 1
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					@ -215,7 +215,7 @@ class Components :
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							df = pd.DataFrame(info['data'])
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							df = pd.DataFrame(info['data'])
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							args = info['args']
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							args = info['args']
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							if args['num_gpu'] > 1 :
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							if args['num_gpu'] > 1 :
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								args['gpu'] = int(info['input']['partition']) if info['input']['partition'] < 8  else np.random.choice(np.arange(8),1).astype(int)[0]
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								args['gpu'] = int(info['input']['partition']) if info['input']['partition'] < 8  else np.random.choice(np.arange(8)).astype(int)
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							else:
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							else:
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								args['gpu'] 	= 0
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								args['gpu'] 	= 0
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