requirements updated and params adjusted

main.py

@@ -23,9 +23,9 @@ def fix_all_random_seeds(config_obj):
     import numpy as np
     import torch
     import random
-    np.random.seed(config.main.seed)
-    torch.manual_seed(config.main.seed)
-    random.seed(config.main.seed)
+    np.random.seed(config_obj.main.seed)
+    torch.manual_seed(config_obj.main.seed)
+    random.seed(config_obj.main.seed)
 
 
 def run_lightning_loop(config_obj):

multi_run.py

@@ -27,7 +27,7 @@ if __name__ == '__main__':
             raw_conf = dict(data_speed_factor=0.0, data_speed_ratio=0.0, data_mask_ratio=0.0,
                             data_noise_ratio=0.0, data_shift_ratio=0.0, data_loudness_ratio=0.0,
                             data_stretch=False)
-            all_conf = dict(data_speed_factor=0.7, data_speed_ratio=0.2, data_mask_ratio=0.2,
+            all_conf = dict(data_speed_factor=0.7, data_speed_ratio=0.3, data_mask_ratio=0.2,
                             data_noise_ratio=0.4, data_shift_ratio=0.4, data_loudness_ratio=0.4,
                             data_stretch=True)
             speed_conf = dict(data_speed_factor=0.7, data_speed_ratio=0.2, data_mask_ratio=0.0,

requirements.txt

@@ -1,72 +1,85 @@
 absl-py==0.9.0
+appdirs==1.4.3
 attrs==19.3.0
 audioread==2.1.8
 bravado==10.6.0
 bravado-core==5.17.0
+CacheControl==0.12.6
 cachetools==4.1.0
-certifi==2020.4.5.1
+certifi==2019.11.28
 cffi==1.14.0
 chardet==3.0.4
-click==7.1.1
+click==7.1.2
+colorama==0.4.3
+contextlib2==0.6.0
 cycler==0.10.0
 decorator==4.4.2
+distlib==0.3.0
+distro==1.4.0
 future==0.18.2
-gitdb==4.0.4
-GitPython==3.1.1
-google-auth==1.13.1
+gitdb==4.0.5
+GitPython==3.1.2
+google-auth==1.15.0
 google-auth-oauthlib==0.4.1
-grpcio==1.28.1
-idna==2.9
+grpcio==1.29.0
+html5lib==1.0.1
+idna==2.8
 imageio==2.8.0
-importlib-metadata==1.6.0
-joblib==0.14.1
+ipaddr==2.2.0
+joblib==0.15.1
 jsonpointer==2.0
 jsonref==0.2
 jsonschema==3.2.0
 kiwisolver==1.2.0
 librosa==0.7.2
-llvmlite==0.31.0
-Markdown==3.2.1
+llvmlite==0.32.1
+lockfile==0.12.2
+Markdown==3.2.2
 matplotlib==3.2.1
 monotonic==1.5
-msgpack==1.0.0
+msgpack==0.6.2
 msgpack-python==0.5.6
 natsort==7.0.1
 neptune-client==0.4.109
-numba==0.48.0
-numpy==1.18.2
+numba==0.49.1
+numpy==1.18.4
 oauthlib==3.1.0
+packaging==20.3
 pandas==1.0.3
-Pillow==7.1.1
-protobuf==3.11.3
-psutil==5.7.0
+pep517==0.8.2
+Pillow==7.1.2
+progress==1.5
+protobuf==3.12.1
 py3nvml==0.2.6
 pyasn1==0.4.8
 pyasn1-modules==0.2.8
 pycparser==2.20
 PyJWT==1.7.1
-pyparsing==2.4.7
+pyparsing==2.4.6
 pyrsistent==0.16.0
 python-dateutil==2.8.1
-pytorch-lightning==0.7.3
-pytz==2019.3
+pytoml==0.1.21
+pytorch-lightning==0.7.6
+pytz==2020.1
 PyYAML==5.3.1
-requests==2.23.0
+requests==2.22.0
 requests-oauthlib==1.3.0
 resampy==0.2.2
+retrying==1.3.3
 rfc3987==1.3.8
 rsa==4.0
-scikit-learn==0.22.2.post1
+scikit-learn==0.23.1
 scipy==1.4.1
 simplejson==3.17.0
 six==1.14.0
-smmap==3.0.2
+smmap==3.0.4
 SoundFile==0.10.3.post1
 strict-rfc3339==0.7
-swagger-spec-validator==2.5.0
-tensorboard==2.2.0
+swagger-spec-validator==2.6.0
+tensorboard==2.2.1
 tensorboard-plugin-wit==1.6.0.post3
 test-tube==0.7.5
+threadpoolctl==2.0.0
 torch==1.4.0
 torchcontrib==0.0.2
 torchvision==0.5.0
@@ -74,7 +87,7 @@ tqdm==4.45.0
 typing-extensions==3.7.4.2
 urllib3==1.25.8
 webcolors==1.11.1
+webencodings==0.5.1
 websocket-client==0.57.0
 Werkzeug==1.0.1
 xmltodict==0.12.0
-zipp==3.1.0