Merge pull request #37 from Algo-Boys/fix/ultimate

Fix/ultimate

1 files changed, 34 insertions, 0 deletions

diff --git a/config.yaml b/config.yaml
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+model: 
+  n_cnn_layers: 3
+  n_rnn_layers: 5
+  rnn_dim: 512
+  n_feats: 128 # number of mel features
+  stride: 2
+  dropout: 0.3 # recommended to be around 0.4 for smaller datasets, 0.1 for really large datasets
+
+training:
+  learning_rate: 5e-4
+  batch_size: 8 # recommended to maximum number that fits on the GPU (batch size of 32 fits on a 12GB GPU)
+  epochs: 3 
+  eval_every_n: 3 # evaluate every n epochs
+  num_workers: 8 # number of workers for dataloader
+
+dataset:
+  download: True
+  dataset_root_path: "YOUR/PATH" # files will be downloaded into this dir
+  language_name: "mls_german_opus"
+  limited_supervision: False # set to True if you want to use limited supervision
+  dataset_percentage: 1.0 # percentage of dataset to use (1.0 = 100%)
+  shuffle: True
+
+tokenizer:
+  tokenizer_path: "data/tokenizers/char_tokenizer_german.yaml"
+
+checkpoints:
+  model_load_path: "YOUR/PATH" # path to load model from
+  model_save_path: "YOUR/PATH" # path to save model to
+
+inference:
+  model_load_path: "YOUR/PATH" # path to load model from
+  beam_width: 10 # beam width for beam search
+  device: "cuda" # device to run inference on if gpu is available, else "cpu" will be set automatically
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