Configurations
{'activation': 'Tanh',
 'batch_size': 80,
 'beam_size': 1,
 'bidirectional': True,
 'bow': False,
 'checkpoint': None,
 'clip': 1.0,
 'context_size': 1000,
 'conversation_length_path': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell/train/conversation_length.pkl'),
 'data': 'cornell',
 'data_dir': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell/train'),
 'dataset_dir': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell'),
 'decoder_hidden_size': 1000,
 'dropout': 0.2,
 'embedding_size': 500,
 'encoder_hidden_size': 1000,
 'eval_batch_size': 80,
 'feedforward': 'FeedForward',
 'id2word_path': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell/id2word.pkl'),
 'importance_sample': 100,
 'kl_annealing_iter': 25000,
 'kl_threshold': 0.0,
 'learning_rate': 0.0001,
 'logdir': PosixPath('conversation/cornell/VHRED/2020-11-07_16:31:47'),
 'max_unroll': 30,
 'mode': 'train',
 'model': 'VHRED',
 'n_context': 1,
 'n_epoch': 30,
 'n_sample_step': 1,
 'num_layers': 1,
 'optimizer': <class 'torch.optim.adam.Adam'>,
 'plot_every_epoch': 1,
 'print_every': 100,
 'rnn': <class 'torch.nn.modules.rnn.GRU'>,
 'rnncell': <class 'layers.rnncells.StackedGRUCell'>,
 'sample': False,
 'save_every_epoch': 1,
 'save_path': PosixPath('conversation/cornell/VHRED/2020-11-07_16:31:47'),
 'sentence_drop': 0.25,
 'sentence_length_path': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell/train/sentence_length.pkl'),
 'sentences_path': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell/train/sentences.pkl'),
 'temperature': 1.0,
 'tie_embedding': True,
 'word2id_path': PosixPath('/root/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling/datasets/cornell/word2id.pkl'),
 'word_drop': 0.25,
 'z_conv_size': 100,
 'z_sent_size': 100}