I have a problem when trying to copy variables between Tensors.
The test bellow fails with exception.
I am using latest nuget package TensorFlow.NET 0.70.2 & SciSharp.TensorFlow.Redist-Windows-GPU 2.10.0
[Test]
public void Assign2()
{
int inputCount = 100;
int outputCount = 10;
var stddev = 1 / Math.Sqrt(inputCount);
tf.compat.v1.disable_eager_execution();
using (var graph = tf.Graph().as_default())
using (var sess = tf.Session(graph))
{
var a1 = tf.Variable(
tf.truncated_normal(
new[] { inputCount, outputCount },
seed: 1,
stddev: (float)stddev),
dtype: TF_DataType.DtFloatRef,
name: "A1");
var b1 = tf.Variable(
tf.truncated_normal(
new[] { inputCount, outputCount },
seed: 1,
stddev: (float)stddev),
dtype: TF_DataType.DtFloatRef,
name: "B1");
sess.run(tf.global_variables_initializer());
var opHolder = new List<Tensor>();
opHolder.Add(a1.assign(b1));
sess.run(opHolder.ToArray());
}
}
Exception:
Tensorflow.TensorflowException
HResult=0x80131500
Message=Cast float to resource is not supported
[[{{node ReadVariableOp/resource}}]]
Source=Tensorflow.Binding
StackTrace:
at Tensorflow.BaseSession._call_tf_sessionrun(KeyValuePair'2[] feed_dict, TF_Output[] fetch_list, List'1 target_list)
at Tensorflow.BaseSession._do_run(List'1 target_list, List'1 fetch_list, Dictionary'2 feed_dict)
at Tensorflow.BaseSession._run(Object fetches, FeedItem[] feed_dict)
at TomNeuralNetwork.Test.TensorFlowNet.Test.Assign.Assign2() in E:\Projects\NueralNetwork\TomNeuralNetwork.Test\TensorFlowNet.Test\Assign.cs:line 60
I have a problem when trying to copy variables between Tensors. The test bellow fails with exception. I am using latest nuget package TensorFlow.NET 0.70.2 & SciSharp.TensorFlow.Redist-Windows-GPU 2.10.0
Exception:
Tensorflow.TensorflowException HResult=0x80131500 Message=Cast float to resource is not supported [[{{node ReadVariableOp/resource}}]] Source=Tensorflow.Binding StackTrace: at Tensorflow.BaseSession._call_tf_sessionrun(KeyValuePair'2[] feed_dict, TF_Output[] fetch_list, List'1 target_list) at Tensorflow.BaseSession._do_run(List'1 target_list, List'1 fetch_list, Dictionary'2 feed_dict) at Tensorflow.BaseSession._run(Object fetches, FeedItem[] feed_dict) at TomNeuralNetwork.Test.TensorFlowNet.Test.Assign.Assign2() in E:\Projects\NueralNetwork\TomNeuralNetwork.Test\TensorFlowNet.Test\Assign.cs:line 60