summaryrefslogtreecommitdiff
path: root/training/conf/network/vqvae.yaml
diff options
context:
space:
mode:
authorGustaf Rydholm <gustaf.rydholm@gmail.com>2021-05-02 13:51:15 +0200
committerGustaf Rydholm <gustaf.rydholm@gmail.com>2021-05-02 13:51:15 +0200
commit1d0977585f01c42e9f6280559a1a98037907a62e (patch)
tree7e86dd71b163f3138ed2658cb52c44e805f21539 /training/conf/network/vqvae.yaml
parent58ae7154aa945cfe5a46592cc1dfb28f0a4e51b3 (diff)
Implemented training script with hydra
Diffstat (limited to 'training/conf/network/vqvae.yaml')
-rw-r--r--training/conf/network/vqvae.yaml14
1 files changed, 14 insertions, 0 deletions
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