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path: root/training/conf/network/mammut_lines.yaml
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_target_: text_recognizer.network.mammut.MaMMUT
encoder:
  _target_: text_recognizer.network.vit.Vit
  image_height: 56
  image_width: 1024
  patch_height: 56
  patch_width: 2
  dim: &dim 512
  encoder:
    _target_: text_recognizer.network.transformer.encoder.Encoder
    dim: *dim
    heads: 16
    dim_head: 64
    ff_mult: 4
    depth: 6
    dropout_rate: 0.
    use_rotary_emb: true
    one_kv_head: true
  channels: 1
  patch_dropout: 0.5
image_attn_pool:
  _target_: text_recognizer.network.transformer.attention.Attention
  dim: *dim
  heads: 8
  causal: false
  dim_head: 64
  ff_mult: 4
  dropout_rate: 0.0
  use_flash: true
  norm_context: true
  use_rotary_emb: false
  one_kv_head: true
decoder:
  _target_: text_recognizer.network.transformer.decoder.Decoder
  dim: *dim
  ff_mult: 4
  heads: 12
  dim_head: 64
  depth: 6
  dropout_rate: 0.
  one_kv_head: true
dim: *dim
dim_latent: *dim
num_tokens: 57
pad_index: 3
num_image_queries: 128