TensorFlow.NET/src/TensorFlowNET.Keras/Layers/Reshaping/Permute.cs

using System;
using System.Collections.Generic;
using System.Linq;
using Tensorflow.Keras.Engine;
using Tensorflow.Keras.Utils;
using static Tensorflow.Binding;
using Tensorflow.Keras.ArgsDefinition;

namespace Tensorflow.Keras.Layers {
    public class Permute : Layer
    {
        int[] dims, permute;
        public Permute(PermuteArgs args) : base(args)
        {
            this.dims = args.dims;
        }
        public override void build(Shape input_shape)
        {
            var rank = input_shape.rank;
            if (dims.Length != rank - 1)
            {
                throw new ValueError("Dimensions must match.");
            }
            permute = new int[input_shape.rank];
            dims.CopyTo(permute, 1);
            built = true;
            _buildInputShape = input_shape;
        }
        protected override Tensors Call(Tensors inputs, Tensor state = null, bool? training = null)
        {
            Tensor outputs = inputs;
            return tf.transpose(outputs, new Axis(permute));
        }
        public override Shape ComputeOutputShape(Shape input_shape)
        {
            Shape output_shape = new Shape(input_shape.dims);
            for (int i = 0; i < dims.Length; i += 1)
            {
                var d = dims[i];
                var target_dim = input_shape[d];
                output_shape[i + 1] = target_dim;
            }
            return output_shape;
        }
    }
}