From 58b30927bd870604a4077a8af9ec3cad7b0be21c Mon Sep 17 00:00:00 2001
From: Pherkel
Date: Mon, 11 Sep 2023 21:52:42 +0200
Subject: changed config to yaml!

---
 config.philipp.yaml | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)
 create mode 100644 config.philipp.yaml

(limited to 'config.philipp.yaml')

diff --git a/config.philipp.yaml b/config.philipp.yaml
new file mode 100644
index 0000000..638b5ef
--- /dev/null
+++ b/config.philipp.yaml
@@ -0,0 +1,29 @@
+model: 
+  n_cnn_layers: 3
+  n_rnn_layers: 5
+  rnn_dim: 512
+  n_feats: 128 # number of mel features
+  stride: 2
+  dropout: 0.25 # recommended to be around 0.4 for smaller datasets, 0.1 for really large datasets
+
+training:
+  learning_rate: 0.0005
+  batch_size: 2 # recommended to maximum number that fits on the GPU (batch size of 32 fits on a 12GB GPU)
+  epochs: 3 
+  eval_every_n: 1 # evaluate every n epochs
+  num_workers: 4 # number of workers for dataloader
+
+dataset:
+  download: True
+  dataset_root_path: "/Volumes/pherkel 1/SWR2-ASR" # files will be downloaded into this dir
+  language_name: "mls_german_opus"
+  limited_supervision: True # set to True if you want to use limited supervision
+  dataset_percentage: 0.01 # percentage of dataset to use (1.0 = 100%)
+  shuffle: True
+
+tokenizer:
+  tokenizer_path: "data/tokenizers/char_tokenizer_german.json"
+
+checkpoints:
+  model_load_path: ~ # path to load model from
+  model_save_path: ~ # path to save model to
\ No newline at end of file
-- 
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