Old variable autoencoder that I wrote 6 weeks ago

1 files changed, 13 insertions, 0 deletions

diff --git a/src/vae.rs b/src/vae.rs
new file mode 100644
index 0000000..2fc6ae8
--- /dev/null
+++ b/src/vae.rs
@@ -0,0 +1,13 @@
+use tch::nn::{Module, OptimizerConfig};
+use tch::{kind, nn, Device, Tensor};
+
+pub fn vae(vs: &nn::Path) -> impl Module {
+    nn::seq()
+        .add(nn::linear(vs, 100, 50, Default::default()))
+        .add_fn(|xs| xs.relu())
+        .add(nn::linear(vs, 50, 10, Default::default()))
+        .add_fn(|xs| xs.relu())
+        .add(nn::linear(vs, 10, 50, Default::default()))
+        .add_fn(|xs| xs.relu())
+        .add(nn::linear(vs, 50, 100, Default::default()))
+}