Sushentsev's workspace
Runs
281
Name
0 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
_content.coders
_content.data
_content.model
_content.optimizer
_content.stack_maker
_content.train
_metadata
coder.cased
coder.entry_coder_type
coder.rem_equals
coder.trim_len
coders.cased
coders.entry_coder_type
coders.rem_equals
coders.trim_len
data.test_size
data.val_size
data_dir
data_split.test_size
data_split.val_size
features_dir
frame_builder_type
frame_ctor_type
model.emb_type
model.sim_type
optimizer.lr
optimizer.weight_decay
train.device
train.epochs
train.save_dir
train.save_path
train.update_every
_content.dataset
batch_size
model
save_dir
save_path
Test_acc@1
Test_acc@10
Test_acc@2
Test_acc@3
Test_acc@5
Test_loss
Finished
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sushentsev
2m 6s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 5, 'update_every': 4, 'save_dir': '/home/centos/dsushentsev/temp'}, 'save_dir': '/home/centos/dsushentsev/temp'}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 500, 'test_size': 10000}}
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Finished
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sushentsev
2m 6s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 5, 'update_every': 4, 'save_dir': '/home/centos/dsushentsev/temp'}, 'save_dir': '/home/centos/dsushentsev/temp'}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 500, 'test_size': 10000}}
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Failed
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sushentsev
2m 6s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 5, 'update_every': 4, 'save_dir': '/home/centos/dsushentsev/temp'}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 500, 'test_size': 10000}}
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Finished
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sushentsev
1m 34s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 3, 'update_every': 4}, 'save_dir': '/home/centos/dsushentsev'}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 500, 'test_size': 10000}}
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Finished
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sushentsev
5m 28s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 10, 'update_every': 4}, 'save_dir': '/home/centos/dsushentsev'}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 500, 'test_size': 10000}}
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Failed
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sushentsev
3m 59s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 10, 'update_every': 4}, 'save_dir': '/home/centos/dsushentsev'}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 500, 'test_size': 10000}}
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Failed
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sushentsev
7m 43s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'params': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'embedding_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}, 'save_dir': '/home/centos/dsushentsev'}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 500, 'test_size': 10000}}
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Finished
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sushentsev
2h 2m 33s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'lstm', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 1500, 'test_size': 1500}}
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Finished
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sushentsev
1h 25m 35s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'transformer', 'token_emb': {'token_emb_dim': 64, 'max_seq_len': 512, 'dropout_prob': 0.2}, 'seq_emb': {'n_layers': 2, 'n_heads': 4, 'feedforward_dim': 64, 'max_seq_len': 512, 'dropout': 0.1}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 1500, 'test_size': 1500}}
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Failed
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sushentsev
15s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'gru', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 1500, 'test_size': 1500}}
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Finished
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sushentsev
28s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'transformer', 'token_emb': {'token_emb_dim': 64, 'max_seq_len': 512, 'dropout_prob': 0.2}, 'seq_emb': {'n_layers': 2, 'n_heads': 4, 'feedforward_dim': 64, 'max_seq_len': 512, 'dropout': 0.1}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 5, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 50, 'test_size': 11000}}
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Failed
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sushentsev
13s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'gru', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 5, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 50, 'test_size': 11000}}
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Finished
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sushentsev
32s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'lstm', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 5, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/dsushentsev/data/exa-assignee/intellij-denis', 'split': {'val_size': 50, 'test_size': 11000}}
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Failed
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sushentsev
15s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'gru', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 30, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 1500, 'test_size': 1500}}
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Finished
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sushentsev
42m 52s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'lstm', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 30, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 1500, 'test_size': 1500}}
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Finished
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sushentsev
3h 6m 18s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'token_emb': {'token_emb_dim': 70, 'dropout_prob': 0.2}, 'seq_emb': {'rnn_type': 'lstm', 'hidden_size': 100}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 30, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 1500, 'test_size': 1500}}
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Finished
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sushentsev
2h 7m 31s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'transformer', 'token_emb': {'token_emb_dim': 64, 'max_seq_len': 512, 'dropout_prob': 0.2}, 'seq_emb': {'n_layers': 2, 'n_heads': 4, 'feedforward_dim': 64, 'max_seq_len': 512, 'dropout': 0.1}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 30, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 1500, 'test_size': 1500}}
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Failed
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sushentsev
15s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'seq_coder': {'max_len': None, 'use_cls': True}, 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'rnn_type': 'lstm', 'frame_emb_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2, 'mixture_emb_dim': None}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 50, 'test_size': 11000}}
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Failed
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sushentsev
14s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'seq_coder': {'max_len': None, 'use_cls': True}, 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'rnn_type': 'lstm', 'frame_emb_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2, 'mixture_emb_dim': None}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 50, 'test_size': 11000}}
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Failed
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sushentsev
11s
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{'features_dir': '/home/centos/ea-ml/ea/assignee/scripts/features', 'neural_frame_features': False, 'frame_builder_type': 'file', 'coder': {'type': 'file_name', 'seq_coder': {'max_len': None, 'use_cls': True}, 'entry_coder': {'cased': True, 'trim_len': 0, 'rem_equals': False}}, 'embedding': {'type': 'rnn', 'params': {'rnn_type': 'lstm', 'frame_emb_dim': 70, 'hidden_size': 100, 'dropout_prob': 0.2, 'mixture_emb_dim': None}}, 'similarity_type': 'mlp'}
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{'optimizer': {'lr': 0.001, 'weight_decay': 0.001}, 'trainer': {'epochs': 20, 'update_every': 4}}
ContainerMetadata(ref_type=typing.Any, object_type=None, optional=True, key=None, flags={}, flags_root=False, resolver_cache=defaultdict(<class 'dict'>, {}), key_type=typing.Any, element_type=typing.Any)
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{'directory': '/home/centos/akhvorov/data/fixed-issues_210419/intellij', 'split': {'val_size': 50, 'test_size': 11000}}
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