More tests for ConvTranspose1d

RTNeural/conv1d/conv1d.h

@@ -50,7 +50,6 @@ class Conv1D final : public Layer<T>
     /** Returns the name of this layer. */
     std::string getName() const noexcept override { return "conv1d"; }
 
-
     /** Performs a stride step for this layer. */
     RTNEURAL_REALTIME inline void skip(const T* input)
     {
@@ -211,6 +210,18 @@ class Conv1DT
     /** Resets the layer state. */
     RTNEURAL_REALTIME void reset();
 
+    /** Performs a stride step for this layer. */
+    RTNEURAL_REALTIME inline void skip(const T (&ins)[in_size])
+    {
+        // insert input into a circular buffer
+        std::copy(std::begin(ins), std::end(ins), state[state_ptr].begin());
+
+        // set state pointers to particular columns of the buffer
+        setStatePointers();
+
+        state_ptr = (state_ptr == state_size - 1 ? 0 : state_ptr + 1); // iterate state pointer forwards
+    }
+
     template <int _groups = groups, std::enable_if_t<_groups == 1, bool> = true>
     /** Performs forward propagation for this layer. */
     RTNEURAL_REALTIME inline void forward(const T (&ins)[in_size]) noexcept

RTNeural/conv1d/conv1d_eigen.h

@@ -187,6 +187,18 @@ class Conv1DT
     /** Resets the layer state. */
     RTNEURAL_REALTIME void reset();
 
+    /** Performs a stride step for this layer. */
+    RTNEURAL_REALTIME inline void skip(const Eigen::Matrix<T, in_size, 1>& ins)
+    {
+        // insert input into a circular buffer
+        state.col(state_ptr) = ins;
+
+        // set state pointers to the particular columns of the buffer
+        setStatePointers();
+
+        state_ptr = (state_ptr == state_size - 1 ? 0 : state_ptr + 1); // iterate state pointer forwards
+    }
+
     /** Performs forward propagation for this layer. */
     template <int _groups = groups, std::enable_if_t<_groups == 1, bool> = true>
     RTNEURAL_REALTIME inline void forward(const Eigen::Matrix<T, in_size, 1>& ins) noexcept

RTNeural/conv1d/conv1d_xsimd.h

@@ -207,6 +207,18 @@ class Conv1DT
     /** Resets the layer state. */
     RTNEURAL_REALTIME void reset();
 
+    /** Performs a stride step for this layer. */
+    RTNEURAL_REALTIME inline void skip(const v_type (&ins)[v_in_size])
+    {
+        // insert input into a circular buffer
+        std::copy(std::begin(ins), std::end(ins), state[state_ptr].begin());
+
+        // set state pointers to particular columns of the buffer
+        setStatePointers();
+
+        state_ptr = (state_ptr == state_size - 1 ? 0 : state_ptr + 1); // iterate state pointer forwards
+    }
+
     /** Performs forward propagation for this layer. */
     template <int G = groups>
     RTNEURAL_REALTIME inline typename std::enable_if<(G > 1), void>::type