diff --git a/burn-train/src/learner/mod.rs b/burn-train/src/learner/mod.rs
index 2b737c8b4..5ef0a1c99 100644
--- a/burn-train/src/learner/mod.rs
+++ b/burn-train/src/learner/mod.rs
@@ -2,6 +2,7 @@ mod base;
 mod builder;
 mod classification;
 mod epoch;
+mod regression;
 mod step;
 mod train_val;
 
@@ -11,6 +12,7 @@ pub use base::*;
 pub use builder::*;
 pub use classification::*;
 pub use epoch::*;
+pub use regression::*;
 pub use step::*;
 pub use train::*;
 pub use train_val::*;
diff --git a/burn-train/src/learner/regression.rs b/burn-train/src/learner/regression.rs
new file mode 100644
index 000000000..2838397bb
--- /dev/null
+++ b/burn-train/src/learner/regression.rs
@@ -0,0 +1,17 @@
+use crate::metric::{Adaptor, LossInput};
+use burn_core::tensor::backend::Backend;
+use burn_core::tensor::Tensor;
+
+/// Simple regression output adapted for multiple metrics.
+#[derive(new)]
+pub struct RegressionOutput<B: Backend> {
+    pub loss: Tensor<B, 1>,
+    pub output: Tensor<B, 2>,
+    pub targets: Tensor<B, 2>,
+}
+
+impl<B: Backend> Adaptor<LossInput<B>> for RegressionOutput<B> {
+    fn adapt(&self) -> LossInput<B> {
+        LossInput::new(self.loss.clone())
+    }
+}