jakobstruye / htmrl Goto Github PK

After excecuting:
python run.py config/bandit.yml
I get the following output:
run.py:179: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.
yml = yaml.load(stream)
{'general': {'repeats': 1000, 'steps': 10000}, 'env': {'name': 'Bandit', 'k': 10, 'shuffle': 0}, 'algorithms': {'htmrl': {'enabled': 1, 'input_size': 6, 'cell_count': 2048, 'active_count': 40, 'boost_until': 0, 'reward_window': 1000, 'boost_strength': 1.0, 'only_reinforce_selected': 0, 'reward_scaled_reinf': 1, 'normalized_rewards': 1, 'boost_scaled_reinf': 0}, 'eps': {'enabled': 0, 'e': 0.1}}, 'experiments': [{'default': {'algorithms': {'eps': {'enabled': 1}}}}, {'eps001': {'algorithms': {'htmrl': {'enabled': 0}, 'eps': {'enabled': 1, 'e': 0.01}}}}, {'longwindow': {'algorithms': {'htmrl': {'reward_window': 2000}}}}, {'verylongwindow': {'algorithms': {'htmrl': {'reward_window': 10000}}}}, {'small': {'algorithms': {'htmrl': {'cell_count': 100, 'active_count': 10}}}}, {'tiny': {'algorithms': {'htmrl': {'input_size': 1, 'cell_count': 20, 'active_count': 2}}}}, {'noboost': {'algorithms': {'htmrl': {'boost_strength': 0.0}}}}, {'shuffle': {'env': {'shuffle': 1}, 'algorithms': {'eps': {'enabled': 1, 'e': 0.01}}}}]}
{'enabled': 1, 'input_size': 6, 'cell_count': 2048, 'active_count': 40, 'boost_until': 0, 'reward_window': 1000, 'boost_strength': 1.0, 'only_reinforce_selected': 0, 'reward_scaled_reinf': 1, 'normalized_rewards': 1, 'boost_scaled_reinf': 0}
<class 'HTMRL.env.bandit.Bandit'>
<class 'HTMRL.env.bandit.Bandit'>
.
.
.
This repeats a lot...and then:
multiprocessing.pool.RemoteTraceback:
"""
Traceback (most recent call last):
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.7_3.7.2544.0_x64__qbz5n2kfra8p0\lib\multiprocessing\pool.py", line 121, in worker
result = (True, func(*args, **kwds))
File "C:\Users\power\OneDrive\Documentos\HTMRL-master\run.py", line 123, in repeat_algo_reprod
env = env_init(env_config)
NameError: name 'env_init' is not defined
"""

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "run.py", line 232, in
results = repeat_algo(env_init, env_config, steps, repeats, run_htmrl, rawfile, htmrl_config=htmrl)
File "run.py", line 142, in repeat_algo
new_rews = retval.get()[0]
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.7_3.7.2544.0_x64__qbz5n2kfra8p0\lib\multiprocessing\pool.py", line 657, in get
raise self._value
NameError: name 'env_init' is not defined
This only happens in my laptop, when I tried to run the same command in a colab notebook, the only thing I get is:
0
1000
2000
3000
4000
5000
6000
7000
8000
9000
TIMER 37.37249302864075 9999
2040 10
And it repeats again and again, like forever (I left it running like two hours and nothing else happened). Something similar happens with the other three .yml files.
Furthermore, when I click the link you attached in the plots readme, it says the page is not reachable...Would you help me?