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SimpleRnnTest.cs
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26 lines (23 loc) · 821 Bytes
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using System;
using System.Collections.Generic;
using System.Text;
using Tensorflow.Keras;
using Tensorflow.NumPy;
using static Tensorflow.Binding;
using static Tensorflow.KerasApi;
namespace Tensorflow
{
public class SimpleRnnTest
{
public void Run()
{
var inputs = np.random.random((6, 10, 8)).astype(np.float32);
//var simple_rnn = tf.keras.layers.SimpleRNN(4);
//var output = simple_rnn.Apply(inputs); // The output has shape `[32, 4]`.
var simple_rnn = tf.keras.layers.SimpleRNN(4, return_sequences: true, return_state: true);
// whole_sequence_output has shape `[32, 10, 4]`.
// final_state has shape `[32, 4]`.
var (whole_sequence_output, final_states) = simple_rnn.Apply(inputs);
}
}
}