public void TestWritesToIList()
{
ObservationWriter writer = new ObservationWriter();
var buffer = new[] { 0f, 0f, 0f };
var shape = new[] { 3 };
writer.SetTarget(buffer, shape, 0);
// Elementwise writes
writer[0] = 1f;
writer[2] = 2f;
Assert.AreEqual(new[] { 1f, 0f, 2f }, buffer);
// Elementwise writes with offset
writer.SetTarget(buffer, shape, 1);
writer[0] = 3f;
Assert.AreEqual(new[] { 1f, 3f, 2f }, buffer);
// AddList
writer.SetTarget(buffer, shape, 0);
writer.AddList(new[] { 4f, 5f });
Assert.AreEqual(new[] { 4f, 5f, 2f }, buffer);
// AddList with offset
writer.SetTarget(buffer, shape, 1);
writer.AddList(new[] { 6f, 7f });
Assert.AreEqual(new[] { 4f, 6f, 7f }, buffer);
}
/// <summary>
/// Default implementation of Write interface. This creates a temporary array,
/// calls WriteObservation, and then writes the results to the ObservationWriter.
/// </summary>
/// <param name="writer"></param>
/// <returns>The number of elements written.</returns>
public virtual int Write(ObservationWriter writer)
{
// TODO reuse buffer for similar agents, don't call GetObservationShape()
var numFloats = this.ObservationSize();
float[] buffer = new float[numFloats];
WriteObservation(buffer);
writer.AddList(buffer);
return(numFloats);
}
public void TestWritesToTensor()
{
ObservationWriter writer = new ObservationWriter();
var t = new TensorProxy
{
valueType = TensorProxy.TensorType.FloatingPoint,
data = new Tensor(2, 3)
};
writer.SetTarget(t, 0, 0);
Assert.AreEqual(0f, t.data[0, 0]);
writer[0] = 1f;
Assert.AreEqual(1f, t.data[0, 0]);
writer.SetTarget(t, 1, 1);
writer[0] = 2f;
writer[1] = 3f;
// [0, 0] shouldn't change
Assert.AreEqual(1f, t.data[0, 0]);
Assert.AreEqual(2f, t.data[1, 1]);
Assert.AreEqual(3f, t.data[1, 2]);
// AddList
t = new TensorProxy
{
valueType = TensorProxy.TensorType.FloatingPoint,
data = new Tensor(2, 3)
};
writer.SetTarget(t, 1, 1);
writer.AddList(new[] { -1f, -2f });
Assert.AreEqual(0f, t.data[0, 0]);
Assert.AreEqual(0f, t.data[0, 1]);
Assert.AreEqual(0f, t.data[0, 2]);
Assert.AreEqual(0f, t.data[1, 0]);
Assert.AreEqual(-1f, t.data[1, 1]);
Assert.AreEqual(-2f, t.data[1, 2]);
}