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authorGustaf Rydholm <gustaf.rydholm@gmail.com>2021-10-27 22:43:17 +0200
committerGustaf Rydholm <gustaf.rydholm@gmail.com>2021-10-27 22:43:17 +0200
commit80dcd02c52b11e944967e5e80a6562c4a8b3ed2e (patch)
treef03bf84db1f2bb641c76b32c37f1437fd2d997b0 /training/conf/experiment
parent31209cc745e2602345eaf5ab6736acb3c9f1be56 (diff)
Update conv transfromer experiment config
Diffstat (limited to 'training/conf/experiment')
-rw-r--r--training/conf/experiment/conv_transformer_paragraphs.yaml6
1 files changed, 3 insertions, 3 deletions
diff --git a/training/conf/experiment/conv_transformer_paragraphs.yaml b/training/conf/experiment/conv_transformer_paragraphs.yaml
index 4de9722..8c3af44 100644
--- a/training/conf/experiment/conv_transformer_paragraphs.yaml
+++ b/training/conf/experiment/conv_transformer_paragraphs.yaml
@@ -50,7 +50,7 @@ lr_schedulers:
max_lr: 1.0e-4
total_steps: null
epochs: *epochs
- steps_per_epoch: 316
+ steps_per_epoch: 211
pct_start: 0.03
anneal_strategy: cos
cycle_momentum: true
@@ -66,7 +66,7 @@ lr_schedulers:
datamodule:
_target_: text_recognizer.data.iam_extended_paragraphs.IAMExtendedParagraphs
- batch_size: 4
+ batch_size: 6
num_workers: 12
train_fraction: 0.8
pin_memory: true
@@ -75,7 +75,7 @@ datamodule:
network:
_target_: text_recognizer.networks.conv_transformer.ConvTransformer
input_dims: [1, 576, 640]
- hidden_dim: &hidden_dim 256
+ hidden_dim: &hidden_dim 192
encoder_dim: 1280
dropout_rate: 0.1
num_classes: *num_classes