From 8fe4b36bf22281c84c4afee811b3435f3b50686d Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Sat, 11 Jun 2022 23:10:56 +0200
Subject: Update configs

---
 .../conf/network/decoder/transformer_decoder.yaml  | 70 +++++++++-------------
 1 file changed, 29 insertions(+), 41 deletions(-)

(limited to 'training/conf/network/decoder')

diff --git a/training/conf/network/decoder/transformer_decoder.yaml b/training/conf/network/decoder/transformer_decoder.yaml
index 7dced16..4588ee9 100644
--- a/training/conf/network/decoder/transformer_decoder.yaml
+++ b/training/conf/network/decoder/transformer_decoder.yaml
@@ -1,42 +1,30 @@
-_target_: text_recognizer.networks.transformer.Decoder
+_target_: text_recognizer.networks.transformer.decoder.Decoder
 depth: 4
-pre_norm: true
-local_depth: 2
-has_pos_emb: true
-self_attn:
-  _target_: text_recognizer.networks.transformer.attention.Attention
-  dim: 64
-  num_heads: 4
-  dim_head: 64
-  dropout_rate: 0.05
-  causal: true
-  rotary_embedding: 
-    _target_: text_recognizer.networks.transformer.embeddings.rotary.RotaryEmbedding
-    dim: 128
-local_self_attn:
-  _target_: text_recognizer.networks.transformer.local_attention.LocalAttention
-  dim: 64
-  num_heads: 4
-  dim_head: 64
-  dropout_rate: 0.05
-  window_size: 22
-  look_back: 1
-  rotary_embedding: 
-    _target_: text_recognizer.networks.transformer.embeddings.rotary.RotaryEmbedding
-    dim: 128
-cross_attn:
-  _target_: text_recognizer.networks.transformer.attention.Attention
-  dim: 64
-  num_heads: 4
-  dim_head: 64
-  dropout_rate: 0.05
-  causal: false
-norm:
-  _target_: text_recognizer.networks.transformer.norm.ScaleNorm
-  normalized_shape: 192
-ff: 
-  _target_: text_recognizer.networks.transformer.mlp.FeedForward
-  dim_out: null
-  expansion_factor: 4
-  glu: true
-  dropout_rate: 0.2
+block:
+  _target_: text_recognizer.networks.transformer.decoder.DecoderBlock
+  self_attn:
+    _target_: text_recognizer.networks.transformer.attention.Attention
+    dim: 64
+    num_heads: 4
+    dim_head: 64
+    dropout_rate: 0.05
+    causal: true
+    rotary_embedding:
+      _target_: text_recognizer.networks.transformer.embeddings.rotary.RotaryEmbedding
+      dim: 128
+  cross_attn:
+    _target_: text_recognizer.networks.transformer.attention.Attention
+    dim: 64
+    num_heads: 4
+    dim_head: 64
+    dropout_rate: 0.05
+    causal: false
+  norm:
+    _target_: text_recognizer.networks.transformer.norm.RMSNorm
+    normalized_shape: 192
+  ff:
+    _target_: text_recognizer.networks.transformer.mlp.FeedForward
+    dim_out: null
+    expansion_factor: 4
+    glu: true
+    dropout_rate: 0.2
-- 
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