search

dickreuter / neuron_poker

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
MIT License
632 stars 174 forks source link

Problems with Tensorflow 2.4 #63

Open synapp009 opened 3 years ago

synapp009 commented 3 years ago

Hi, because there are problems with new CUDA 11.2 to run Tensorflow 2.3 I had to update to 2.4.

I want to run dqn_train. Now I got error because of problems with tf.compat.v1.disable_eager_execution( ) in agent_keras_rl_dqn.py: AttributeError: 'TensorBoard' object has no attribute '_should_trace'

I changed to tf.compat.v1.enable_eager_execution(), now I get error: AttributeError: 'DQNAgent' object has no attribute 'distribute_strategy' If I try to add "distribute_strategy" to DQNAgent(main=.....), it doesn't change anything. What to do?

Here complete log:

2021-03-10 14:42:29.846718: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'cupti64_110.dll'; dlerror: cupti64_110.dll not found 2021-03-10 14:42:29.849472: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'cupti.dll'; dlerror: cupti.dll not found 2021-03-10 14:42:29.849573: E tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1415] function cuptiinterface->Subscribe( &subscriber_, (CUpti_CallbackFunc)ApiCallback, this)failed with error CUPTI could not be loaded or symbol could not be found. 2021-03-10 14:42:29.849915: I tensorflow/core/profiler/lib/profiler_session.cc:172] Profiler session tear down. 2021-03-10 14:42:29.850186: E tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1496] function cuptiinterface->Finalize()failed with error CUPTI could not be loaded or symbol could not be found. Traceback (most recent call last): File "main.py", line 255, in command_line_parser() File "main.py", line 78, in command_line_parser runner.dqn_train_keras_rl(model_name) File "main.py", line 204, in dqn_train_keras_rl dqn.train(env_name=model_name) File "C:\Users\neuron_poker\agents\agent_keras_rl_dqn.py", line 102, in train start_step_policy=self.start_step_policy, callbacks=[tensorboard]) File "C:\Users\Shadow.conda\envs\neuron_poker\lib\site-packages\rl\core.py", line 103, in fit callbacks.set_model(self) File "C:\Users\Shadow.conda\envs\neuron_poker\lib\site-packages\tensorflow\python\keras\callbacks.py", line 286, in set_model callback.set_model(model) File "C:\Users\Shadow.conda\envs\neuron_poker\lib\site-packages\tensorflow\python\keras\callbacks.py", line 2110, in set_model self._log_write_dir = self._get_log_write_dir() File "C:\Users\Shadow.conda\envs\neuron_poker\lib\site-packages\tensorflow\python\keras\callbacks.py", line 2143, in _get_log_write_dir self.model.distribute_strategy) AttributeError: 'DQNAgent' object has no attribute 'distribute_strategy'

TripleExclam commented 3 years ago

I had to revert to Tensorflow 2.3 to fix this error. See here: https://github.com/tensorflow/tensorflow/issues/44563