From 73ccaaa24936faed36fcc467532baa5386d402ae Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Sat, 3 Sep 2022 12:13:02 +0200
Subject: Update perceiver

---
 training/conf/network/conv_perceiver.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)
 create mode 100644 training/conf/network/conv_perceiver.yaml

(limited to 'training/conf/network/conv_perceiver.yaml')

diff --git a/training/conf/network/conv_perceiver.yaml b/training/conf/network/conv_perceiver.yaml
new file mode 100644
index 0000000..e6906fa
--- /dev/null
+++ b/training/conf/network/conv_perceiver.yaml
@@ -0,0 +1,30 @@
+_target_: text_recognizer.networks.ConvPerceiver
+input_dims: [1, 1, 576, 640]
+hidden_dim: &hidden_dim 144
+num_classes: &num_classes 58
+queries_dim: &queries_dim 16
+max_length: 89
+pad_index: 3
+encoder:
+  _target_: text_recognizer.networks.EfficientNet
+  arch: b0
+  stochastic_dropout_rate: 0.2
+  bn_momentum: 0.99
+  bn_eps: 1.0e-3
+  depth: 5
+  out_channels: *hidden_dim
+decoder:
+  _target_: text_recognizer.networks.perceiver.PerceiverIO
+  dim: *hidden_dim
+  cross_heads: 1
+  cross_head_dim: 64
+  num_latents: 256
+  latent_dim: 512
+  latent_heads: 8
+  depth: 6
+  queries_dim: *queries_dim
+  logits_dim: *num_classes
+pixel_embedding:
+  _target_: text_recognizer.networks.transformer.AxialPositionalEmbedding
+  dim: *hidden_dim
+  shape: [3, 64]
-- 
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