diff --git a/src/nnue/architectures/halfkp_384x2-32-32.h b/src/nnue/architectures/halfkp_384x2-32-32.h
deleted file mode 100644
index a29d481d..00000000
--- a/src/nnue/architectures/halfkp_384x2-32-32.h
+++ /dev/null
@@ -1,36 +0,0 @@
-// Definition of input features and network structure used in NNUE evaluation function
-
-#ifndef NNUE_HALFKP_384X2_32_32_H_INCLUDED
-#define NNUE_HALFKP_384X2_32_32_H_INCLUDED
-
-#include "../features/feature_set.h"
-#include "../features/half_kp.h"
-
-#include "../layers/input_slice.h"
-#include "../layers/affine_transform.h"
-#include "../layers/clipped_relu.h"
-
-namespace Eval::NNUE {
-
-// Input features used in evaluation function
-using RawFeatures = Features::FeatureSet<
-    Features::HalfKP<Features::Side::kFriend>>;
-
-// Number of input feature dimensions after conversion
-constexpr IndexType kTransformedFeatureDimensions = 384;
-
-namespace Layers {
-
-// define network structure
-using InputLayer = InputSlice<kTransformedFeatureDimensions * 2>;
-using HiddenLayer1 = ClippedReLU<AffineTransform<InputLayer, 32>>;
-using HiddenLayer2 = ClippedReLU<AffineTransform<HiddenLayer1, 32>>;
-using OutputLayer = AffineTransform<HiddenLayer2, 1>;
-
-}  // namespace Layers
-
-using Network = Layers::OutputLayer;
-
-}  // namespace Eval::NNUE
-
-#endif // #ifndef NNUE_HALFKP_384X2_32_32_H_INCLUDED
diff --git a/src/nnue/nnue_architecture.h b/src/nnue/nnue_architecture.h
index a8a7a9ec..ef376d9c 100644
--- a/src/nnue/nnue_architecture.h
+++ b/src/nnue/nnue_architecture.h
@@ -5,7 +5,6 @@
 
 // include a header that defines the input features and network structure
 #include "architectures/halfkp_256x2-32-32.h"
-//#include "architectures/halfkp_384x2-32-32.h"
 
 namespace Eval::NNUE {