From e643e0c61ab33ce1bb8cfdebc92fc0670c82afda Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Mon, 15 Apr 2024 21:48:18 +0200
Subject: Update configs

---
 training/conf/experiment/convformer_lines.yaml | 58 ++++++++++++++++++++++++++
 1 file changed, 58 insertions(+)
 create mode 100644 training/conf/experiment/convformer_lines.yaml

(limited to 'training/conf/experiment/convformer_lines.yaml')

diff --git a/training/conf/experiment/convformer_lines.yaml b/training/conf/experiment/convformer_lines.yaml
new file mode 100644
index 0000000..f573433
--- /dev/null
+++ b/training/conf/experiment/convformer_lines.yaml
@@ -0,0 +1,58 @@
+# @package _global_
+
+defaults:
+  - override /criterion: cross_entropy
+  - override /callbacks: htr
+  - override /datamodule: iam_lines
+  - override /network: convformer_lines
+  - override /model: lit_transformer
+  - override /lr_scheduler: cosine_annealing
+  - override /optimizer: adan
+
+tags: [lines, vit]
+epochs: &epochs 320
+ignore_index: &ignore_index 3
+# summary: [[1, 1, 56, 1024], [1, 89]]
+
+logger:
+  wandb:
+    tags: ${tags}
+
+criterion:
+  ignore_index: *ignore_index
+  # label_smoothing: 0.05
+
+
+decoder:
+  max_output_len: 89
+
+optimizer:
+  lr: 1.0e-3
+
+# callbacks:
+#   stochastic_weight_averaging:
+#     _target_: pytorch_lightning.callbacks.StochasticWeightAveraging
+#     swa_epoch_start: 0.75
+#     swa_lrs: 1.0e-5
+#     annealing_epochs: 10
+#     annealing_strategy: cos
+#     device: null
+
+lr_scheduler:
+  T_max: *epochs
+
+datamodule:
+  batch_size: 8
+  train_fraction: 0.95
+
+model:
+  max_output_len: 89
+
+trainer:
+  fast_dev_run: false
+  gradient_clip_val: 1.0
+  max_epochs: *epochs
+  accumulate_grad_batches: 1
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  limit_test_batches: 1.0
-- 
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