DQN-tensorflow
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Name "reduce" is not defined
I am running Windows 10 on a 2017 MacBook Pro using BootCamp so as far as I know I can't use gpu
When I run python main.py --env_name=Breakout-v0 --is_train=True --display=True --use_gpu=False I get this output
[*] GPU : 1.0000
2018-01-06 17:07:58.156417: I C:\tf_jenkins\home\workspace\rel-win\M\windows\PY\36\tensorflow\core\platform\cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
{'_save_step': 500000,
'_test_step': 50000,
'action_repeat': 4,
'backend': 'tf',
'batch_size': 32,
'cnn_format': 'NHWC',
'discount': 0.99,
'display': True,
'double_q': False,
'dueling': False,
'env_name': 'Breakout-v0',
'env_type': 'detail',
'ep_end': 0.1,
'ep_end_t': 1000000,
'ep_start': 1.0,
'history_length': 4,
'learn_start': 50000.0,
'learning_rate': 0.00025,
'learning_rate_decay': 0.96,
'learning_rate_decay_step': 50000,
'learning_rate_minimum': 0.00025,
'max_delta': 1,
'max_reward': 1.0,
'max_step': 50000000,
'memory_size': 1000000,
'min_delta': -1,
'min_reward': -1.0,
'model': 'm1',
'random_start': 30,
'scale': 10000,
'screen_height': 84,
'screen_width': 84,
'target_q_update_step': 10000,
'train_frequency': 4}
Traceback (most recent call last):
File "main.py", line 70, in <module>
tf.app.run()
File "C:\Users\Unicoranium\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\platform\app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "main.py", line 62, in main
agent = Agent(config, env, sess)
File "C:\Users\Unicoranium\Desktop\MachineLearning\DQN-tensorflow\DQN-tensorflow-master\dqn\agent.py", line 30, in __init__
self.build_dqn()
File "C:\Users\Unicoranium\Desktop\MachineLearning\DQN-tensorflow\DQN-tensorflow-master\dqn\agent.py", line 201, in build_dqn
self.l3_flat = tf.reshape(self.l3, [-1, reduce(lambda x, y: x * y, shape[1:])])
NameError: name 'reduce' is not defined```
How can I fix it?
I think it is import problem. Try this: from functools import reduce