From 9c949e336f6c9fedd6a6ae5eace581084d16a8b1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E2=80=9CWanglongzhi2001=E2=80=9D?= <“583087864@qq.com”> Date: Tue, 11 Jul 2023 23:44:42 +0800 Subject: [PATCH] refactor: refactor LSTMLoad test --- .../lstm_from_sequential/fingerprint.pb | 1 + .../lstm_from_sequential/keras_metadata.pb | 7 +++++ .../lstm_from_sequential/saved_model.pb | Bin 0 -> 755111 bytes .../variables/variables.data-00000-of-00001 | Bin 0 -> 61038 bytes .../variables/variables.index | Bin 0 -> 1373 bytes .../Model/ModelLoadTest.cs | 26 ++++-------------- .../Tensorflow.Keras.UnitTest.csproj | 16 +++++++++++ 7 files changed, 30 insertions(+), 20 deletions(-) create mode 100644 test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb create mode 100644 test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/keras_metadata.pb create mode 100644 test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/saved_model.pb create mode 100644 test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/variables/variables.data-00000-of-00001 create mode 100644 test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/variables/variables.index diff --git a/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb b/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb new file mode 100644 index 00000000..f6ea8da2 --- /dev/null +++ b/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb @@ -0,0 +1 @@ +沦Ʉ%̟땐͉ Σ(Ћ܇}2 \ No newline at end of file diff --git a/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/keras_metadata.pb b/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/keras_metadata.pb new file mode 100644 index 00000000..5fe8f1a6 --- /dev/null +++ b/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/keras_metadata.pb @@ -0,0 +1,7 @@ + +&root"_tf_keras_sequential*&{"name": "sequential", "trainable": true, 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W!^JU^iytI}AB6vI=vFCpzYPH1UtRG4 literal 0 HcmV?d00001 diff --git a/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs b/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs index 382941d9..299337cd 100644 --- a/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs +++ b/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs @@ -84,26 +84,12 @@ public class ModelLoadTest [TestMethod] public void LSTMLoad() { - var inputs = np.random.randn(10, 5, 3); - var outputs = np.random.randn(10, 1); - var model = keras.Sequential(); - model.add(keras.Input(shape: (5, 3))); - var lstm = keras.layers.LSTM(32); - - model.add(lstm); - - model.add(keras.layers.Dense(1, keras.activations.Sigmoid)); - - model.compile(optimizer: keras.optimizers.Adam(), - loss: keras.losses.MeanSquaredError(), - new[] { "accuracy" }); - - var result = model.fit(inputs.numpy(), outputs.numpy(), batch_size: 10, epochs: 3, workers: 16, use_multiprocessing: true); - - model.save("LSTM_Random"); - - var model_loaded = keras.models.load_model("LSTM_Random"); - model_loaded.summary(); + var model = tf.keras.models.load_model(@"Assets/lstm_from_sequential"); + model.summary(); + model.compile(tf.keras.optimizers.Adam(), tf.keras.losses.MeanSquaredError(), new string[] { "accuracy" }); + var inputs = tf.random.normal(shape: (10, 5, 3)); + var outputs = tf.random.normal(shape: (10, 1)); + model.fit(inputs.numpy(), outputs.numpy(), batch_size: 10, epochs: 5, workers: 16, use_multiprocessing: true); } [Ignore] diff --git a/test/TensorFlowNET.Keras.UnitTest/Tensorflow.Keras.UnitTest.csproj b/test/TensorFlowNET.Keras.UnitTest/Tensorflow.Keras.UnitTest.csproj index 58c176e8..3910eba1 100644 --- a/test/TensorFlowNET.Keras.UnitTest/Tensorflow.Keras.UnitTest.csproj +++ b/test/TensorFlowNET.Keras.UnitTest/Tensorflow.Keras.UnitTest.csproj @@ -65,6 +65,22 @@ PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest + + + PreserveNewest +