1 files changed, 61 insertions, 0 deletions
diff --git a/training/conf/experiment/vqgan_htr_char.yaml b/training/conf/experiment/vqgan_htr_char.yaml
new file mode 100644
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--- /dev/null
+++ b/training/conf/experiment/vqgan_htr_char.yaml
@@ -0,0 +1,61 @@
+# @package _global_
+
+defaults:
+  - override /mapping: null
+  - override /network: null
+  - override /model: null
+
+mapping:
+  _target_: text_recognizer.data.emnist_mapping.EmnistMapping
+  extra_symbols: [ "\n" ]
+
+datamodule:
+  word_pieces: false
+  batch_size: 8
+  augment: false
+
+criterion:
+  ignore_index: 3
+
+network:
+  _target_: text_recognizer.networks.vq_transformer.VqTransformer
+  input_dims: [1, 576, 640]
+  encoder_dim: 32
+  hidden_dim: 256
+  dropout_rate: 0.1
+  num_classes: 58
+  pad_index: 3
+  no_grad: true
+  decoder:
+    _target_: text_recognizer.networks.transformer.Decoder
+    dim: 256
+    depth: 2
+    num_heads: 8
+    attn_fn: text_recognizer.networks.transformer.attention.Attention
+    attn_kwargs:
+      dim_head: 32
+      dropout_rate: 0.2
+    norm_fn: torch.nn.LayerNorm
+    ff_fn: text_recognizer.networks.transformer.mlp.FeedForward
+    ff_kwargs:
+      dim_out: null
+      expansion_factor: 4
+      glu: true
+      dropout_rate: 0.2
+    cross_attend: true
+    pre_norm: true
+    rotary_emb: null
+  pretrained_encoder_path: "training/logs/runs/2021-09-25/23-07-28"
+
+model:
+  _target_: text_recognizer.models.vq_transformer.VqTransformerLitModel
+  start_token: <s>
+  end_token: <e>
+  pad_token: <p>
+  max_output_len: 682  # 451
+  alpha: 1.0
+
+trainer:
+  max_epochs: 64
+  limit_train_batches: 0.1
+  limit_val_batches: 0.1