From b27ccca84fe68394e4ffbf4babd16d0d2e05674e 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 22:40:30 +0800 Subject: [PATCH 1/3] fix:fix the bug of load LSTM model --- .../Keras/ArgsDefinition/Rnn/GRUCellArgs.cs | 2 +- .../Keras/ArgsDefinition/Rnn/LSTMArgs.cs | 2 +- .../Keras/ArgsDefinition/Rnn/LSTMCellArgs.cs | 2 +- .../Keras/ArgsDefinition/Rnn/RNNArgs.cs | 12 ++++++-- .../ArgsDefinition/Rnn/RnnOptionalArgs.cs | 2 +- .../Keras/ArgsDefinition/Rnn/SimpleRNNArgs.cs | 2 +- .../ArgsDefinition/Rnn/SimpleRNNCellArgs.cs | 2 +- .../ArgsDefinition/Rnn/StackedRNNCellsArgs.cs | 4 +-- .../Keras/Layers/ILayersApi.cs | 2 +- .../Keras/Layers/Rnn/IRnnCell.cs | 2 +- .../Keras/Layers/Rnn/IStackedRnnCells.cs | 2 +- .../Operations/NnOps/RNNCell.cs | 3 +- src/TensorFlowNET.Core/ops.cs | 4 ++- src/TensorFlowNET.Keras/Layers/LayersApi.cs | 3 +- .../Layers/Rnn/DropoutRNNCellMixin.cs | 2 +- src/TensorFlowNET.Keras/Layers/Rnn/GRUCell.cs | 3 +- src/TensorFlowNET.Keras/Layers/Rnn/LSTM.cs | 4 +-- .../Layers/Rnn/LSTMCell.cs | 4 +-- src/TensorFlowNET.Keras/Layers/Rnn/RNN.cs | 4 +-- src/TensorFlowNET.Keras/Layers/Rnn/RnnBase.cs | 2 +- .../Layers/Rnn/SimpleRNN.cs | 4 +-- .../Layers/Rnn/SimpleRNNCell.cs | 4 +-- .../Layers/Rnn/StackedRNNCells.cs | 4 +-- .../Saving/KerasObjectLoader.cs | 1 - .../SavedModel/serialized_attributes.cs | 2 +- src/TensorFlowNET.Keras/Utils/RnnUtils.cs | 2 +- .../Layers/Rnn.Test.cs | 2 +- .../Model/ModelLoadTest.cs | 29 ++++++++++++++++++- 28 files changed, 71 insertions(+), 40 deletions(-) diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/GRUCellArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/GRUCellArgs.cs index 75d5d0218..624756afe 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/GRUCellArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/GRUCellArgs.cs @@ -3,7 +3,7 @@ using System.Collections.Generic; using System.Text; -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { public class GRUCellArgs : AutoSerializeLayerArgs { diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMArgs.cs index db76fda06..d816b0ff7 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMArgs.cs @@ -1,4 +1,4 @@ -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { public class LSTMArgs : RNNArgs { diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMCellArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMCellArgs.cs index 786236e4d..f45032312 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMCellArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/LSTMCellArgs.cs @@ -1,7 +1,7 @@ using Newtonsoft.Json; using static Tensorflow.Binding; -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { // TODO: complete the implementation public class LSTMCellArgs : AutoSerializeLayerArgs diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RNNArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RNNArgs.cs index 2d7fb001a..b84d30d3d 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RNNArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RNNArgs.cs @@ -1,8 +1,8 @@ using Newtonsoft.Json; using System.Collections.Generic; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { // TODO(Rinne): add regularizers. public class RNNArgs : AutoSerializeLayerArgs @@ -23,16 +23,22 @@ public class RNNArgs : AutoSerializeLayerArgs public int? InputDim { get; set; } public int? InputLength { get; set; } // TODO: Add `num_constants` and `zero_output_for_mask`. - + [JsonProperty("units")] public int Units { get; set; } + [JsonProperty("activation")] public Activation Activation { get; set; } + [JsonProperty("recurrent_activation")] public Activation RecurrentActivation { get; set; } + [JsonProperty("use_bias")] public bool UseBias { get; set; } = true; public IInitializer KernelInitializer { get; set; } public IInitializer RecurrentInitializer { get; set; } public IInitializer BiasInitializer { get; set; } + [JsonProperty("dropout")] public float Dropout { get; set; } = .0f; + [JsonProperty("zero_output_for_mask")] public bool ZeroOutputForMask { get; set; } = false; + [JsonProperty("recurrent_dropout")] public float RecurrentDropout { get; set; } = .0f; } } diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RnnOptionalArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RnnOptionalArgs.cs index 64b500bba..a6520589d 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RnnOptionalArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/RnnOptionalArgs.cs @@ -3,7 +3,7 @@ using System.Text; using Tensorflow.Common.Types; -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { public class RnnOptionalArgs: IOptionalArgs { diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNArgs.cs index fcfd694d1..e45ef79d0 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNArgs.cs @@ -1,4 +1,4 @@ -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { public class SimpleRNNArgs : RNNArgs { diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNCellArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNCellArgs.cs index d21d61905..b84ea21b3 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNCellArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/SimpleRNNCellArgs.cs @@ -1,6 +1,6 @@ using Newtonsoft.Json; -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { public class SimpleRNNCellArgs: AutoSerializeLayerArgs { diff --git a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/StackedRNNCellsArgs.cs b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/StackedRNNCellsArgs.cs index 50a6127df..2600f14ee 100644 --- a/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/StackedRNNCellsArgs.cs +++ b/src/TensorFlowNET.Core/Keras/ArgsDefinition/Rnn/StackedRNNCellsArgs.cs @@ -1,7 +1,7 @@ using System.Collections.Generic; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; -namespace Tensorflow.Keras.ArgsDefinition.Rnn +namespace Tensorflow.Keras.ArgsDefinition { public class StackedRNNCellsArgs : LayerArgs { diff --git a/src/TensorFlowNET.Core/Keras/Layers/ILayersApi.cs b/src/TensorFlowNET.Core/Keras/Layers/ILayersApi.cs index b48cd5535..1670f9d1d 100644 --- a/src/TensorFlowNET.Core/Keras/Layers/ILayersApi.cs +++ b/src/TensorFlowNET.Core/Keras/Layers/ILayersApi.cs @@ -1,7 +1,7 @@ using System; using Tensorflow.Framework.Models; using Tensorflow.Keras.Engine; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; using Tensorflow.NumPy; using static Google.Protobuf.Reflection.FieldDescriptorProto.Types; diff --git a/src/TensorFlowNET.Core/Keras/Layers/Rnn/IRnnCell.cs b/src/TensorFlowNET.Core/Keras/Layers/Rnn/IRnnCell.cs index 8d6fbc976..43df75b17 100644 --- a/src/TensorFlowNET.Core/Keras/Layers/Rnn/IRnnCell.cs +++ b/src/TensorFlowNET.Core/Keras/Layers/Rnn/IRnnCell.cs @@ -3,7 +3,7 @@ using System.Text; using Tensorflow.Common.Types; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { public interface IRnnCell: ILayer { diff --git a/src/TensorFlowNET.Core/Keras/Layers/Rnn/IStackedRnnCells.cs b/src/TensorFlowNET.Core/Keras/Layers/Rnn/IStackedRnnCells.cs index e73244a51..8cf6150d3 100644 --- a/src/TensorFlowNET.Core/Keras/Layers/Rnn/IStackedRnnCells.cs +++ b/src/TensorFlowNET.Core/Keras/Layers/Rnn/IStackedRnnCells.cs @@ -2,7 +2,7 @@ using System.Collections.Generic; using System.Text; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { public interface IStackedRnnCells : IRnnCell { diff --git a/src/TensorFlowNET.Core/Operations/NnOps/RNNCell.cs b/src/TensorFlowNET.Core/Operations/NnOps/RNNCell.cs index 4e99731f9..9905d39c8 100644 --- a/src/TensorFlowNET.Core/Operations/NnOps/RNNCell.cs +++ b/src/TensorFlowNET.Core/Operations/NnOps/RNNCell.cs @@ -19,9 +19,8 @@ limitations under the License. using Tensorflow.Common.Types; using Tensorflow.Keras; using Tensorflow.Keras.ArgsDefinition; -using Tensorflow.Keras.ArgsDefinition.Rnn; using Tensorflow.Keras.Engine; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; using Tensorflow.Keras.Saving; using Tensorflow.NumPy; using Tensorflow.Operations; diff --git a/src/TensorFlowNET.Core/ops.cs b/src/TensorFlowNET.Core/ops.cs index 2dc463296..c624c9901 100644 --- a/src/TensorFlowNET.Core/ops.cs +++ b/src/TensorFlowNET.Core/ops.cs @@ -571,7 +571,9 @@ public static bool executing_eagerly_outside_functions() if (tf.Context.executing_eagerly()) return true; else - throw new NotImplementedException(""); + // TODO(Wanglongzhi2001), implement the false case + return true; + //throw new NotImplementedException(""); } public static bool inside_function() diff --git a/src/TensorFlowNET.Keras/Layers/LayersApi.cs b/src/TensorFlowNET.Keras/Layers/LayersApi.cs index 5968461d0..cb85bbba1 100644 --- a/src/TensorFlowNET.Keras/Layers/LayersApi.cs +++ b/src/TensorFlowNET.Keras/Layers/LayersApi.cs @@ -2,9 +2,8 @@ using Tensorflow.Framework.Models; using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.ArgsDefinition.Core; -using Tensorflow.Keras.ArgsDefinition.Rnn; using Tensorflow.Keras.Engine; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; using Tensorflow.NumPy; using static Tensorflow.Binding; using static Tensorflow.KerasApi; diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/DropoutRNNCellMixin.cs b/src/TensorFlowNET.Keras/Layers/Rnn/DropoutRNNCellMixin.cs index 75feb8ea2..27c13f349 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/DropoutRNNCellMixin.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/DropoutRNNCellMixin.cs @@ -6,7 +6,7 @@ using Tensorflow.Keras.Engine; using Tensorflow.Keras.Utils; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { public abstract class DropoutRNNCellMixin: Layer, IRnnCell { diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/GRUCell.cs b/src/TensorFlowNET.Keras/Layers/Rnn/GRUCell.cs index 02fe54f49..2b9c01e31 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/GRUCell.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/GRUCell.cs @@ -3,12 +3,11 @@ using System.Diagnostics; using System.Text; using Tensorflow.Keras.ArgsDefinition; -using Tensorflow.Keras.ArgsDefinition.Rnn; using Tensorflow.Common.Extensions; using Tensorflow.Common.Types; using Tensorflow.Keras.Saving; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { /// /// Cell class for the GRU layer. diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/LSTM.cs b/src/TensorFlowNET.Keras/Layers/Rnn/LSTM.cs index 025465fd6..b5d583248 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/LSTM.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/LSTM.cs @@ -1,10 +1,10 @@ using System.Linq; -using Tensorflow.Keras.ArgsDefinition.Rnn; +using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Engine; using Tensorflow.Common.Types; using Tensorflow.Common.Extensions; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { /// /// Long Short-Term Memory layer - Hochreiter 1997. diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/LSTMCell.cs b/src/TensorFlowNET.Keras/Layers/Rnn/LSTMCell.cs index 284a2b778..e4fc6dd22 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/LSTMCell.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/LSTMCell.cs @@ -3,12 +3,12 @@ using System.Diagnostics; using Tensorflow.Common.Extensions; using Tensorflow.Common.Types; -using Tensorflow.Keras.ArgsDefinition.Rnn; +using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Engine; using Tensorflow.Keras.Saving; using Tensorflow.Keras.Utils; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { /// /// Cell class for the LSTM layer. diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/RNN.cs b/src/TensorFlowNET.Keras/Layers/Rnn/RNN.cs index 6075547bb..0e81d20e3 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/RNN.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/RNN.cs @@ -3,7 +3,6 @@ using System.Collections.Generic; using System.Reflection; using Tensorflow.Keras.ArgsDefinition; -using Tensorflow.Keras.ArgsDefinition.Rnn; using Tensorflow.Keras.Engine; using Tensorflow.Keras.Saving; using Tensorflow.Util; @@ -14,7 +13,7 @@ using System.Runtime.CompilerServices; // from tensorflow.python.distribute import distribution_strategy_context as ds_context; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { /// /// Base class for recurrent layers. @@ -185,6 +184,7 @@ private Tensors compute_mask(Tensors inputs, Tensors mask) public override void build(KerasShapesWrapper input_shape) { + _buildInputShape = input_shape; input_shape = new KerasShapesWrapper(input_shape.Shapes[0]); InputSpec get_input_spec(Shape shape) diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/RnnBase.cs b/src/TensorFlowNET.Keras/Layers/Rnn/RnnBase.cs index 018b17780..1419da4b2 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/RnnBase.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/RnnBase.cs @@ -4,7 +4,7 @@ using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Engine; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { public abstract class RnnBase: Layer { diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNN.cs b/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNN.cs index a22f31c7d..9c199eb43 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNN.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNN.cs @@ -1,11 +1,11 @@ using System.Data; -using Tensorflow.Keras.ArgsDefinition.Rnn; +using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Saving; using Tensorflow.Operations.Activation; using static HDF.PInvoke.H5Z; using static Tensorflow.ApiDef.Types; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { public class SimpleRNN : RNN { diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNNCell.cs b/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNNCell.cs index c77f77790..e74b56925 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNNCell.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/SimpleRNNCell.cs @@ -1,7 +1,7 @@ using System; using System.Collections.Generic; using System.Text; -using Tensorflow.Keras.ArgsDefinition.Rnn; +using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Engine; using Tensorflow.Keras.Saving; using Tensorflow.Common.Types; @@ -9,7 +9,7 @@ using Tensorflow.Keras.Utils; using Tensorflow.Graphs; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { /// /// Cell class for SimpleRNN. diff --git a/src/TensorFlowNET.Keras/Layers/Rnn/StackedRNNCells.cs b/src/TensorFlowNET.Keras/Layers/Rnn/StackedRNNCells.cs index 8799bfb23..ece2bc5bf 100644 --- a/src/TensorFlowNET.Keras/Layers/Rnn/StackedRNNCells.cs +++ b/src/TensorFlowNET.Keras/Layers/Rnn/StackedRNNCells.cs @@ -3,12 +3,12 @@ using System.Linq; using Tensorflow.Common.Extensions; using Tensorflow.Common.Types; -using Tensorflow.Keras.ArgsDefinition.Rnn; +using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Engine; using Tensorflow.Keras.Saving; using Tensorflow.Keras.Utils; -namespace Tensorflow.Keras.Layers.Rnn +namespace Tensorflow.Keras.Layers { public class StackedRNNCells : Layer, IRnnCell { diff --git a/src/TensorFlowNET.Keras/Saving/KerasObjectLoader.cs b/src/TensorFlowNET.Keras/Saving/KerasObjectLoader.cs index fd1453d3c..0bd816ccb 100644 --- a/src/TensorFlowNET.Keras/Saving/KerasObjectLoader.cs +++ b/src/TensorFlowNET.Keras/Saving/KerasObjectLoader.cs @@ -13,7 +13,6 @@ using Tensorflow.Keras.ArgsDefinition; using Tensorflow.Keras.Engine; using Tensorflow.Keras.Layers; -using Tensorflow.Keras.Layers.Rnn; using Tensorflow.Keras.Losses; using Tensorflow.Keras.Metrics; using Tensorflow.Keras.Saving.SavedModel; diff --git a/src/TensorFlowNET.Keras/Saving/SavedModel/serialized_attributes.cs b/src/TensorFlowNET.Keras/Saving/SavedModel/serialized_attributes.cs index 0ec5d1a8c..325d3327a 100644 --- a/src/TensorFlowNET.Keras/Saving/SavedModel/serialized_attributes.cs +++ b/src/TensorFlowNET.Keras/Saving/SavedModel/serialized_attributes.cs @@ -3,7 +3,7 @@ using System.Linq; using System.Text; using Tensorflow.Keras.Engine; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; using Tensorflow.Keras.Metrics; using Tensorflow.Train; diff --git a/src/TensorFlowNET.Keras/Utils/RnnUtils.cs b/src/TensorFlowNET.Keras/Utils/RnnUtils.cs index e8700c1f2..1e9f6d845 100644 --- a/src/TensorFlowNET.Keras/Utils/RnnUtils.cs +++ b/src/TensorFlowNET.Keras/Utils/RnnUtils.cs @@ -3,7 +3,7 @@ using System.Diagnostics; using System.Text; using Tensorflow.Common.Types; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; using Tensorflow.Common.Extensions; namespace Tensorflow.Keras.Utils diff --git a/test/TensorFlowNET.Keras.UnitTest/Layers/Rnn.Test.cs b/test/TensorFlowNET.Keras.UnitTest/Layers/Rnn.Test.cs index becdbcd60..5f7bd574e 100644 --- a/test/TensorFlowNET.Keras.UnitTest/Layers/Rnn.Test.cs +++ b/test/TensorFlowNET.Keras.UnitTest/Layers/Rnn.Test.cs @@ -6,7 +6,7 @@ using System.Threading.Tasks; using Tensorflow.Common.Types; using Tensorflow.Keras.Engine; -using Tensorflow.Keras.Layers.Rnn; +using Tensorflow.Keras.Layers; using Tensorflow.Keras.Saving; using Tensorflow.NumPy; using Tensorflow.Train; diff --git a/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs b/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs index 10db2bd11..382941d9a 100644 --- a/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs +++ b/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs @@ -1,5 +1,7 @@ -using Microsoft.VisualStudio.TestTools.UnitTesting; +using Microsoft.VisualStudio.TestPlatform.Utilities; +using Microsoft.VisualStudio.TestTools.UnitTesting; using System.Linq; +using Tensorflow.Keras.Engine; using Tensorflow.Keras.Optimizers; using Tensorflow.Keras.UnitTest.Helpers; using Tensorflow.NumPy; @@ -79,6 +81,31 @@ public void ModelWithSelfDefinedModule() model.fit(dataset.Train.Data, dataset.Train.Labels, batch_size, num_epochs); } + [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(); + } + [Ignore] [TestMethod] public void VGG19() 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 2/3] 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 000000000..f6ea8da23 --- /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 000000000..5fe8f1a65 --- /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, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": false, "class_name": "Sequential", "config": {"name": "sequential", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 5, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_1"}}, {"class_name": "LSTM", "config": {"name": "lstm", "trainable": true, "dtype": "float32", "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 32, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, 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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 382941d9a..299337cde 100644 --- a/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs +++ b/test/TensorFlowNET.Keras.UnitTest/Model/ModelLoadTest.cs @@ -84,26 +84,12 @@ public void ModelWithSelfDefinedModule() [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 58c176e82..3910eba1c 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 + From 68772b2cbdeb431a432617e6a5e8bc5e2b2ed754 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E2=80=9CWanglongzhi2001=E2=80=9D?= <“583087864@qq.com”> Date: Thu, 13 Jul 2023 22:51:49 +0800 Subject: [PATCH 3/3] fix: use git add --renormalize to make model files binary --- .../lstm_from_sequential/fingerprint.pb | 2 +- .../lstm_from_sequential/saved_model.pb | Bin 755111 -> 755111 bytes .../variables/variables.data-00000-of-00001 | Bin 61038 -> 61038 bytes .../variables/variables.index | Bin 1373 -> 1373 bytes 4 files changed, 1 insertion(+), 1 deletion(-) diff --git a/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb b/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb index f6ea8da23..c37cc37bd 100644 --- a/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb +++ b/test/TensorFlowNET.Keras.UnitTest/Assets/lstm_from_sequential/fingerprint.pb @@ -1 +1 @@ -沦Ʉ%̟땐͉ Σ(Ћ܇}2 \ No newline at end of file +̟땐͉ Σ(ռ2 \ No newline at 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