From 1d0977585f01c42e9f6280559a1a98037907a62e Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Sun, 2 May 2021 13:51:15 +0200
Subject: Implemented training script with hydra

---
 training/conf/network/vqvae.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 training/conf/network/vqvae.yaml

(limited to 'training/conf/network')

diff --git a/training/conf/network/vqvae.yaml b/training/conf/network/vqvae.yaml
new file mode 100644
index 0000000..8c30bbd
--- /dev/null
+++ b/training/conf/network/vqvae.yaml
@@ -0,0 +1,14 @@
+# @package _group_
+type: VQVAE
+args:
+    in_channels: 1
+    channels: [32, 64, 64]
+    kernel_sizes: [4, 4, 4]
+    strides: [2, 2, 2]
+    num_residual_layers: 2 
+    embedding_dim: 64
+    num_embeddings: 256
+    upsampling: null
+    beta: 0.25
+    activation: leaky_relu
+    dropout_rate: 0.2
-- 
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