From b1d4c896022fbd811dbd70767926940c1cb18cd5 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Wed, 9 Sep 2020 17:55:55 -0700 Subject: [PATCH 01/42] add visual stacking --- .../Editor/CameraSensorComponentEditor.cs | 1 + .../Runtime/Sensors/CameraSensorComponent.cs | 28 ++++++- .../Runtime/Sensors/StackingSensor.cs | 80 ++++++++++++++----- ml-agents-envs/mlagents_envs/rpc_utils.py | 2 +- 4 files changed, 91 insertions(+), 20 deletions(-) diff --git a/com.unity.ml-agents/Editor/CameraSensorComponentEditor.cs b/com.unity.ml-agents/Editor/CameraSensorComponentEditor.cs index 99904e4363..baf9873324 100644 --- a/com.unity.ml-agents/Editor/CameraSensorComponentEditor.cs +++ b/com.unity.ml-agents/Editor/CameraSensorComponentEditor.cs @@ -25,6 +25,7 @@ public override void OnInspectorGUI() EditorGUILayout.PropertyField(so.FindProperty("m_Width"), true); EditorGUILayout.PropertyField(so.FindProperty("m_Height"), true); EditorGUILayout.PropertyField(so.FindProperty("m_Grayscale"), true); + EditorGUILayout.PropertyField(so.FindProperty("m_ObservationStacks"), true); } EditorGUI.EndDisabledGroup(); EditorGUILayout.PropertyField(so.FindProperty("m_Compression"), true); diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs index fcfa350797..f1cb685cdd 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs @@ -87,6 +87,21 @@ public SensorCompressionType CompressionType set { m_Compression = value; UpdateSensor(); } } + [HideInInspector, SerializeField, FormerlySerializedAs("observationStacks")] + [Range(1, 50)] + [Tooltip("Number of camera frames that will be stacked before being fed to the neural network.")] + int m_ObservationStacks = 1; + + /// + /// Whether to stack previous observations. Using 1 means no previous observations. + /// Note that changing this after the sensor is created has no effect. + /// + public int ObservationStacks + { + get { return m_ObservationStacks; } + set { m_ObservationStacks = value; } + } + /// /// Creates the /// @@ -94,6 +109,11 @@ public SensorCompressionType CompressionType public override ISensor CreateSensor() { m_Sensor = new CameraSensor(m_Camera, m_Width, m_Height, Grayscale, m_SensorName, m_Compression); + + if (ObservationStacks != 1) + { + return new StackingSensor(m_Sensor, ObservationStacks); + } return m_Sensor; } @@ -103,7 +123,13 @@ public override ISensor CreateSensor() /// The observation shape of the associated object. public override int[] GetObservationShape() { - return CameraSensor.GenerateShape(m_Width, m_Height, Grayscale); + var stacks = ObservationStacks > 1 ? ObservationStacks : 1; + var cameraSensorshape = CameraSensor.GenerateShape(m_Width, m_Height, Grayscale); + if (ObservationStacks > 1) + { + cameraSensorshape[0] *= stacks; + } + return cameraSensorshape; } /// diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 962ffe1a9e..b180fc1cdb 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -1,4 +1,5 @@ using System; +using UnityEngine; namespace Unity.MLAgents.Sensors { @@ -32,9 +33,13 @@ public class StackingSensor : ISensor /// float[][] m_StackedObservations; + byte[][] m_StackedCompressedObservations; + int m_CurrentIndex; ObservationWriter m_LocalWriter = new ObservationWriter(); + byte[] m_DummyPNG; + /// /// Initializes the sensor. /// @@ -48,16 +53,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_Name = $"StackingSensor_size{numStackedObservations}_{wrapped.GetName()}"; - if (wrapped.GetCompressionType() != SensorCompressionType.None) - { - throw new UnityAgentsException("StackingSensor doesn't support compressed observations.'"); - } - var shape = wrapped.GetObservationShape(); - if (shape.Length != 1) - { - throw new UnityAgentsException("Only 1-D observations are supported by StackingSensor"); - } m_Shape = new int[shape.Length]; m_UnstackedObservationSize = wrapped.ObservationSize(); @@ -69,9 +65,22 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) // TODO support arbitrary stacking dimension m_Shape[0] *= numStackedObservations; m_StackedObservations = new float[numStackedObservations][]; - for (var i = 0; i < numStackedObservations; i++) + m_StackedCompressedObservations = new byte[numStackedObservations][]; + m_DummyPNG = CreateDummyPNG(); + + if (m_WrappedSensor.GetCompressionType() == SensorCompressionType.None) + { + for (var i = 0; i < numStackedObservations; i++) + { + m_StackedObservations[i] = new float[m_UnstackedObservationSize]; + } + } + else { - m_StackedObservations[i] = new float[m_UnstackedObservationSize]; + for (var i = 0; i < numStackedObservations; i++) + { + m_StackedCompressedObservations[i] = m_DummyPNG; + } } } @@ -109,9 +118,19 @@ public void Reset() { m_WrappedSensor.Reset(); // Zero out the buffer. - for (var i = 0; i < m_NumStackedObservations; i++) + if (m_WrappedSensor.GetCompressionType() == SensorCompressionType.None) + { + for (var i = 0; i < m_NumStackedObservations; i++) + { + Array.Clear(m_StackedObservations[i], 0, m_StackedObservations[i].Length); + } + } + else { - Array.Clear(m_StackedObservations[i], 0, m_StackedObservations[i].Length); + for (var i = 0; i < m_NumStackedObservations; i++) + { + m_StackedCompressedObservations[i] = m_DummyPNG; + } } } @@ -128,17 +147,42 @@ public string GetName() } /// - public virtual byte[] GetCompressedObservation() + public byte[] GetCompressedObservation() { - return null; + var compressed = m_WrappedSensor.GetCompressedObservation(); + m_StackedCompressedObservations[m_CurrentIndex] = compressed; + + int bytesLength = 0; + foreach (byte[] compressedObs in m_StackedCompressedObservations) + { + bytesLength += compressedObs.Length; + } + + byte[] bytes = new byte[bytesLength]; + int offset = 0; + for (var i = 0; i < m_NumStackedObservations; i++) + { + var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; + Buffer.BlockCopy(m_StackedCompressedObservations[obsIndex], 0, bytes, offset, m_StackedCompressedObservations[obsIndex].Length); + offset += m_StackedCompressedObservations[obsIndex].Length; + } + + return bytes; } /// - public virtual SensorCompressionType GetCompressionType() + public SensorCompressionType GetCompressionType() { - return SensorCompressionType.None; + return m_WrappedSensor.GetCompressionType(); } - // TODO support stacked compressed observations (byte stream) + public byte[] CreateDummyPNG() + { + int height = m_WrappedSensor.GetObservationShape()[0]; + int width = m_WrappedSensor.GetObservationShape()[1]; + var texture2D = new Texture2D(width, height, TextureFormat.RGB24, false); + var png = texture2D.EncodeToPNG(); + return png; + } } } diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 9a903fc743..b4e959122d 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -116,7 +116,7 @@ def process_pixels(image_bytes: bytes, expected_channels: int) -> np.ndarray: # Didn't find the header, so must be at the end. break - img = np.concatenate(image_arrays, axis=2) + img = np.concatenate(image_arrays, axis=0) # We can drop additional channels since they may need to be added to include # numbers of observation channels not divisible by 3. actual_channels = list(img.shape)[2] From d8612a0c593cccd8b9619a0c505947f3b27b4632 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 11 Sep 2020 12:06:15 -0700 Subject: [PATCH 02/42] stack observations on the last dimemsion --- com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs | 5 +++-- ml-agents-envs/mlagents_envs/rpc_utils.py | 2 +- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index b180fc1cdb..30d12bf021 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -63,7 +63,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) } // TODO support arbitrary stacking dimension - m_Shape[0] *= numStackedObservations; + m_Shape[m_Shape.Length - 1] *= numStackedObservations; m_StackedObservations = new float[numStackedObservations][]; m_StackedCompressedObservations = new byte[numStackedObservations][]; m_DummyPNG = CreateDummyPNG(); @@ -163,7 +163,8 @@ public byte[] GetCompressedObservation() for (var i = 0; i < m_NumStackedObservations; i++) { var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; - Buffer.BlockCopy(m_StackedCompressedObservations[obsIndex], 0, bytes, offset, m_StackedCompressedObservations[obsIndex].Length); + Buffer.BlockCopy(m_StackedCompressedObservations[obsIndex], + 0, bytes, offset, m_StackedCompressedObservations[obsIndex].Length); offset += m_StackedCompressedObservations[obsIndex].Length; } diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index b4e959122d..9a903fc743 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -116,7 +116,7 @@ def process_pixels(image_bytes: bytes, expected_channels: int) -> np.ndarray: # Didn't find the header, so must be at the end. break - img = np.concatenate(image_arrays, axis=0) + img = np.concatenate(image_arrays, axis=2) # We can drop additional channels since they may need to be added to include # numbers of observation channels not divisible by 3. actual_channels = list(img.shape)[2] From 8c5f4ea1d4804120962647c6e5f60d37828020a5 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 11 Sep 2020 13:13:17 -0700 Subject: [PATCH 03/42] add stacking to renderTextureComponent --- .../RenderTextureSensorComponentEditor.cs | 1 + .../Runtime/Sensors/CameraSensorComponent.cs | 10 +++++----- .../Sensors/RenderTextureSensorComponent.cs | 19 +++++++++++++++++++ 3 files changed, 25 insertions(+), 5 deletions(-) diff --git a/com.unity.ml-agents/Editor/RenderTextureSensorComponentEditor.cs b/com.unity.ml-agents/Editor/RenderTextureSensorComponentEditor.cs index 55c621a9c4..10a7769d8d 100644 --- a/com.unity.ml-agents/Editor/RenderTextureSensorComponentEditor.cs +++ b/com.unity.ml-agents/Editor/RenderTextureSensorComponentEditor.cs @@ -20,6 +20,7 @@ public override void OnInspectorGUI() EditorGUILayout.PropertyField(so.FindProperty("m_RenderTexture"), true); EditorGUILayout.PropertyField(so.FindProperty("m_SensorName"), true); EditorGUILayout.PropertyField(so.FindProperty("m_Grayscale"), true); + EditorGUILayout.PropertyField(so.FindProperty("m_ObservationStacks"), true); } EditorGUI.EndDisabledGroup(); diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs index f1cb685cdd..e43bf94279 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs @@ -75,6 +75,11 @@ public bool Grayscale set { m_Grayscale = value; } } + [HideInInspector, SerializeField, FormerlySerializedAs("observationStacks")] + [Range(1, 50)] + [Tooltip("Number of camera frames that will be stacked before being fed to the neural network.")] + int m_ObservationStacks = 1; + [HideInInspector, SerializeField, FormerlySerializedAs("compression")] SensorCompressionType m_Compression = SensorCompressionType.PNG; @@ -87,11 +92,6 @@ public SensorCompressionType CompressionType set { m_Compression = value; UpdateSensor(); } } - [HideInInspector, SerializeField, FormerlySerializedAs("observationStacks")] - [Range(1, 50)] - [Tooltip("Number of camera frames that will be stacked before being fed to the neural network.")] - int m_ObservationStacks = 1; - /// /// Whether to stack previous observations. Using 1 means no previous observations. /// Note that changing this after the sensor is created has no effect. diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs index f308507e0f..6a38a62615 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs @@ -54,6 +54,11 @@ public bool Grayscale set { m_Grayscale = value; } } + [HideInInspector, SerializeField, FormerlySerializedAs("observationStacks")] + [Range(1, 50)] + [Tooltip("Number of frames that will be stacked before being fed to the neural network.")] + int m_ObservationStacks = 1; + [HideInInspector, SerializeField, FormerlySerializedAs("compression")] SensorCompressionType m_Compression = SensorCompressionType.PNG; @@ -66,10 +71,24 @@ public SensorCompressionType CompressionType set { m_Compression = value; UpdateSensor(); } } + /// + /// Whether to stack previous observations. Using 1 means no previous observations. + /// Note that changing this after the sensor is created has no effect. + /// + public int ObservationStacks + { + get { return m_ObservationStacks; } + set { m_ObservationStacks = value; } + } + /// public override ISensor CreateSensor() { m_Sensor = new RenderTextureSensor(RenderTexture, Grayscale, SensorName, m_Compression); + if (ObservationStacks != 1) + { + return new StackingSensor(m_Sensor, ObservationStacks); + } return m_Sensor; } From eadb6d091c71be8230c7b7ca420c223bbba22088 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 11 Sep 2020 13:46:06 -0700 Subject: [PATCH 04/42] fix shape --- .../Runtime/Sensors/CameraSensorComponent.cs | 4 ++-- .../Runtime/Sensors/RenderTextureSensorComponent.cs | 9 ++++++++- 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs index e43bf94279..36a59a1d25 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs @@ -125,9 +125,9 @@ public override int[] GetObservationShape() { var stacks = ObservationStacks > 1 ? ObservationStacks : 1; var cameraSensorshape = CameraSensor.GenerateShape(m_Width, m_Height, Grayscale); - if (ObservationStacks > 1) + if (stacks > 1) { - cameraSensorshape[0] *= stacks; + cameraSensorshape[cameraSensorshape.Length - 1] *= stacks; } return cameraSensorshape; } diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs index 6a38a62615..fb4425fd45 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs @@ -97,8 +97,15 @@ public override int[] GetObservationShape() { var width = RenderTexture != null ? RenderTexture.width : 0; var height = RenderTexture != null ? RenderTexture.height : 0; + var observationShape = new[] { height, width, Grayscale ? 1 : 3 }; - return new[] { height, width, Grayscale ? 1 : 3 }; + var stacks = ObservationStacks > 1 ? ObservationStacks : 1; + if (stacks > 1) + { + observationShape[observationShape.Length - 1] *= stacks; + } + + return observationShape; } /// From d8a36e446a12707c0620f617777c105629b449a5 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 11 Sep 2020 13:55:18 -0700 Subject: [PATCH 05/42] add comments --- .../Runtime/Sensors/StackingSensor.cs | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 30d12bf021..e59dc72d6e 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -38,7 +38,7 @@ public class StackingSensor : ISensor int m_CurrentIndex; ObservationWriter m_LocalWriter = new ObservationWriter(); - byte[] m_DummyPNG; + byte[] m_EmptyPNG; /// /// Initializes the sensor. @@ -66,7 +66,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_Shape[m_Shape.Length - 1] *= numStackedObservations; m_StackedObservations = new float[numStackedObservations][]; m_StackedCompressedObservations = new byte[numStackedObservations][]; - m_DummyPNG = CreateDummyPNG(); + m_EmptyPNG = CreateEmptyPNG(); if (m_WrappedSensor.GetCompressionType() == SensorCompressionType.None) { @@ -79,7 +79,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) { for (var i = 0; i < numStackedObservations; i++) { - m_StackedCompressedObservations[i] = m_DummyPNG; + m_StackedCompressedObservations[i] = m_EmptyPNG; } } } @@ -129,7 +129,7 @@ public void Reset() { for (var i = 0; i < m_NumStackedObservations; i++) { - m_StackedCompressedObservations[i] = m_DummyPNG; + m_StackedCompressedObservations[i] = m_EmptyPNG; } } } @@ -177,13 +177,12 @@ public SensorCompressionType GetCompressionType() return m_WrappedSensor.GetCompressionType(); } - public byte[] CreateDummyPNG() + public byte[] CreateEmptyPNG() { int height = m_WrappedSensor.GetObservationShape()[0]; int width = m_WrappedSensor.GetObservationShape()[1]; var texture2D = new Texture2D(width, height, TextureFormat.RGB24, false); - var png = texture2D.EncodeToPNG(); - return png; + return texture2D.EncodeToPNG(); } } } From 54a5280baf81f11c2a558a44a54eaf2789d56007 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 11 Sep 2020 16:42:47 -0700 Subject: [PATCH 06/42] add comments --- com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index e59dc72d6e..d60c1c317e 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -9,8 +9,7 @@ namespace Unity.MLAgents.Sensors /// For example, 4 stacked sets of observations would be output like /// | t = now - 3 | t = now -3 | t = now - 2 | t = now | /// Internally, a circular buffer of arrays is used. The m_CurrentIndex represents the most recent observation. - /// - /// Currently, compressed and multidimensional observations are not supported. + /// Currently, observations are stacked on the last dimension. /// public class StackingSensor : ISensor { @@ -177,6 +176,9 @@ public SensorCompressionType GetCompressionType() return m_WrappedSensor.GetCompressionType(); } + /// + /// Create Empty PNG for initializing the buffer for stacking. + /// public byte[] CreateEmptyPNG() { int height = m_WrappedSensor.GetObservationShape()[0]; From c7eb1803d72d9fa49d51fb72ece524f86f38969d Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 11 Sep 2020 16:55:01 -0700 Subject: [PATCH 07/42] small fixes --- .../Runtime/Sensors/CameraSensorComponent.cs | 2 +- .../Sensors/RenderTextureSensorComponent.cs | 2 +- .../Runtime/Sensors/StackingSensor.cs | 18 +++++++++--------- 3 files changed, 11 insertions(+), 11 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs index 36a59a1d25..ebb9d9dc73 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensorComponent.cs @@ -75,7 +75,7 @@ public bool Grayscale set { m_Grayscale = value; } } - [HideInInspector, SerializeField, FormerlySerializedAs("observationStacks")] + [HideInInspector, SerializeField] [Range(1, 50)] [Tooltip("Number of camera frames that will be stacked before being fed to the neural network.")] int m_ObservationStacks = 1; diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs index fb4425fd45..408129668a 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs @@ -54,7 +54,7 @@ public bool Grayscale set { m_Grayscale = value; } } - [HideInInspector, SerializeField, FormerlySerializedAs("observationStacks")] + [HideInInspector, SerializeField] [Range(1, 50)] [Tooltip("Number of frames that will be stacked before being fed to the neural network.")] int m_ObservationStacks = 1; diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index d60c1c317e..b568288ed7 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -37,7 +37,7 @@ public class StackingSensor : ISensor int m_CurrentIndex; ObservationWriter m_LocalWriter = new ObservationWriter(); - byte[] m_EmptyPNG; + byte[] m_EmptyCompressedObservation; /// /// Initializes the sensor. @@ -63,12 +63,10 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) // TODO support arbitrary stacking dimension m_Shape[m_Shape.Length - 1] *= numStackedObservations; - m_StackedObservations = new float[numStackedObservations][]; - m_StackedCompressedObservations = new byte[numStackedObservations][]; - m_EmptyPNG = CreateEmptyPNG(); if (m_WrappedSensor.GetCompressionType() == SensorCompressionType.None) { + m_StackedObservations = new float[numStackedObservations][]; for (var i = 0; i < numStackedObservations; i++) { m_StackedObservations[i] = new float[m_UnstackedObservationSize]; @@ -76,9 +74,11 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) } else { + m_StackedCompressedObservations = new byte[numStackedObservations][]; + m_EmptyCompressedObservation = CreateEmptyPNG(); for (var i = 0; i < numStackedObservations; i++) { - m_StackedCompressedObservations[i] = m_EmptyPNG; + m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } } } @@ -128,7 +128,7 @@ public void Reset() { for (var i = 0; i < m_NumStackedObservations; i++) { - m_StackedCompressedObservations[i] = m_EmptyPNG; + m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } } } @@ -157,17 +157,17 @@ public byte[] GetCompressedObservation() bytesLength += compressedObs.Length; } - byte[] bytes = new byte[bytesLength]; + byte[] outputBytes = new byte[bytesLength]; int offset = 0; for (var i = 0; i < m_NumStackedObservations; i++) { var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; Buffer.BlockCopy(m_StackedCompressedObservations[obsIndex], - 0, bytes, offset, m_StackedCompressedObservations[obsIndex].Length); + 0, outputBytes, offset, m_StackedCompressedObservations[obsIndex].Length); offset += m_StackedCompressedObservations[obsIndex].Length; } - return bytes; + return outputBytes; } /// From 4f122ed33ad56497205ed2aa18d1da912f7d93ff Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 18 Sep 2020 11:33:08 -0700 Subject: [PATCH 08/42] add compression mapping --- .../Runtime/Sensors/GridSensor.cs | 22 +++++++- .../Runtime/Communicator/GrpcExtensions.cs | 3 ++ .../Grpc/CommunicatorObjects/Observation.cs | 33 +++++++++--- .../Runtime/Sensors/CameraSensor.cs | 20 ++++++- .../Runtime/Sensors/ICompressibleSensor.cs | 15 ++++++ .../Sensors/ICompressibleSensor.cs.meta | 11 ++++ .../Runtime/Sensors/Observation.cs | 2 + .../Runtime/Sensors/RenderTextureSensor.cs | 21 +++++++- .../Runtime/Sensors/StackingSensor.cs | 24 ++++++++- .../communicator_objects/observation_pb2.py | 19 ++++--- .../communicator_objects/observation_pb2.pyi | 6 ++- ml-agents-envs/mlagents_envs/rpc_utils.py | 54 ++++++++++++------- .../mlagents_envs/tests/test_rpc_utils.py | 1 + .../communicator_objects/observation.proto | 1 + 14 files changed, 194 insertions(+), 38 deletions(-) create mode 100644 com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs create mode 100644 com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta diff --git a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs index b9f86fce61..82744b8c06 100644 --- a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs +++ b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs @@ -9,7 +9,7 @@ namespace Unity.MLAgents.Extensions.Sensors /// /// Grid-based sensor. /// - public class GridSensor : SensorComponent, ISensor + public class GridSensor : SensorComponent, ICompressibleSensor { /// /// Name of this grid sensor. @@ -203,6 +203,8 @@ public enum GridDepthType { Channel, ChannelHot }; /// private int[] m_Shape; + int[] m_CompressionMapping; + // // Debug Parameters // @@ -282,6 +284,19 @@ public virtual void SetParameters(string[] detectableObjects, int[] channelDepth this.DiffNumSideZX = (GridNumSideZ - GridNumSideX); this.OffsetGridNumSide = (GridNumSideZ - 1f) / 2f; this.DebugColors = debugColors; + + if (GetCompressionType() != SensorCompressionType.None) + { + var totalCannel = 0; + Array.ForEach(channelDepth, delegate (int i) { totalCannel += i; }); + var compressChannel = 3; + var paddedChannel = (totalCannel + compressChannel - 1) / compressChannel; // division rounding up + m_CompressionMapping = new int[paddedChannel]; + for (var i = 0; i < totalCannel; i++) + { + m_CompressionMapping[i] = 1; + } + } } /// @@ -472,6 +487,11 @@ public virtual SensorCompressionType GetCompressionType() return SensorCompressionType.PNG; } + public int[] GetCompressionMapping() + { + return m_CompressionMapping; + } + /// /// GetCompressedObservation - Calls Perceive then puts the data stored on the perception buffer /// onto the m_perceptionTexture2D to be converted to a byte array and returned diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index b4697b2542..a2ffd1c5f7 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -235,6 +235,7 @@ public static ObservationProto ToProto(this Observation obs) { CompressedData = ByteString.CopyFrom(obs.CompressedData), CompressionType = (CompressionTypeProto)obs.CompressionType, + Mapping = { obs.CompressionMapping }, }; } else @@ -289,6 +290,7 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat } else { + var compressibleSensor = sensor as ICompressibleSensor; var compressedObs = sensor.GetCompressedObservation(); if (compressedObs == null) { @@ -303,6 +305,7 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat { CompressedData = ByteString.CopyFrom(compressedObs), CompressionType = (CompressionTypeProto)sensor.GetCompressionType(), + Mapping = { compressibleSensor.GetCompressionMapping() }, }; } observationProto.Shape.AddRange(shape); diff --git a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs index 8c38ef31a8..acffa1a549 100644 --- a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs +++ b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs @@ -25,19 +25,19 @@ static ObservationReflection() { byte[] descriptorData = global::System.Convert.FromBase64String( string.Concat( "CjRtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL29ic2VydmF0", - "aW9uLnByb3RvEhRjb21tdW5pY2F0b3Jfb2JqZWN0cyL5AQoQT2JzZXJ2YXRp", + "aW9uLnByb3RvEhRjb21tdW5pY2F0b3Jfb2JqZWN0cyKKAgoQT2JzZXJ2YXRp", "b25Qcm90bxINCgVzaGFwZRgBIAMoBRJEChBjb21wcmVzc2lvbl90eXBlGAIg", "ASgOMiouY29tbXVuaWNhdG9yX29iamVjdHMuQ29tcHJlc3Npb25UeXBlUHJv", "dG8SGQoPY29tcHJlc3NlZF9kYXRhGAMgASgMSAASRgoKZmxvYXRfZGF0YRgE", "IAEoCzIwLmNvbW11bmljYXRvcl9vYmplY3RzLk9ic2VydmF0aW9uUHJvdG8u", - "RmxvYXREYXRhSAAaGQoJRmxvYXREYXRhEgwKBGRhdGEYASADKAJCEgoQb2Jz", - "ZXJ2YXRpb25fZGF0YSopChRDb21wcmVzc2lvblR5cGVQcm90bxIICgROT05F", - "EAASBwoDUE5HEAFCJaoCIlVuaXR5Lk1MQWdlbnRzLkNvbW11bmljYXRvck9i", - "amVjdHNiBnByb3RvMw==")); + "RmxvYXREYXRhSAASDwoHbWFwcGluZxgFIAMoBRoZCglGbG9hdERhdGESDAoE", + "ZGF0YRgBIAMoAkISChBvYnNlcnZhdGlvbl9kYXRhKikKFENvbXByZXNzaW9u", + "VHlwZVByb3RvEggKBE5PTkUQABIHCgNQTkcQAUIlqgIiVW5pdHkuTUxBZ2Vu", + "dHMuQ29tbXVuaWNhdG9yT2JqZWN0c2IGcHJvdG8z")); descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, new pbr::FileDescriptor[] { }, new pbr::GeneratedClrTypeInfo(new[] {typeof(global::Unity.MLAgents.CommunicatorObjects.CompressionTypeProto), }, new pbr::GeneratedClrTypeInfo[] { - new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Parser, new[]{ "Shape", "CompressionType", "CompressedData", "FloatData" }, new[]{ "ObservationData" }, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData.Parser, new[]{ "Data" }, null, null, null)}) + new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Parser, new[]{ "Shape", "CompressionType", "CompressedData", "FloatData", "Mapping" }, new[]{ "ObservationData" }, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData.Parser, new[]{ "Data" }, null, null, null)}) })); } #endregion @@ -79,6 +79,7 @@ public ObservationProto() { public ObservationProto(ObservationProto other) : this() { shape_ = other.shape_.Clone(); compressionType_ = other.compressionType_; + mapping_ = other.mapping_.Clone(); switch (other.ObservationDataCase) { case ObservationDataOneofCase.CompressedData: CompressedData = other.CompressedData; @@ -139,6 +140,16 @@ public ObservationProto Clone() { } } + /// Field number for the "mapping" field. + public const int MappingFieldNumber = 5; + private static readonly pb::FieldCodec _repeated_mapping_codec + = pb::FieldCodec.ForInt32(42); + private readonly pbc::RepeatedField mapping_ = new pbc::RepeatedField(); + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] + public pbc::RepeatedField Mapping { + get { return mapping_; } + } + private object observationData_; /// Enum of possible cases for the "observation_data" oneof. public enum ObservationDataOneofCase { @@ -175,6 +186,7 @@ public bool Equals(ObservationProto other) { if (CompressionType != other.CompressionType) return false; if (CompressedData != other.CompressedData) return false; if (!object.Equals(FloatData, other.FloatData)) return false; + if(!mapping_.Equals(other.mapping_)) return false; if (ObservationDataCase != other.ObservationDataCase) return false; return Equals(_unknownFields, other._unknownFields); } @@ -186,6 +198,7 @@ public override int GetHashCode() { if (CompressionType != 0) hash ^= CompressionType.GetHashCode(); if (observationDataCase_ == ObservationDataOneofCase.CompressedData) hash ^= CompressedData.GetHashCode(); if (observationDataCase_ == ObservationDataOneofCase.FloatData) hash ^= FloatData.GetHashCode(); + hash ^= mapping_.GetHashCode(); hash ^= (int) observationDataCase_; if (_unknownFields != null) { hash ^= _unknownFields.GetHashCode(); @@ -213,6 +226,7 @@ public void WriteTo(pb::CodedOutputStream output) { output.WriteRawTag(34); output.WriteMessage(FloatData); } + mapping_.WriteTo(output, _repeated_mapping_codec); if (_unknownFields != null) { _unknownFields.WriteTo(output); } @@ -231,6 +245,7 @@ public int CalculateSize() { if (observationDataCase_ == ObservationDataOneofCase.FloatData) { size += 1 + pb::CodedOutputStream.ComputeMessageSize(FloatData); } + size += mapping_.CalculateSize(_repeated_mapping_codec); if (_unknownFields != null) { size += _unknownFields.CalculateSize(); } @@ -246,6 +261,7 @@ public void MergeFrom(ObservationProto other) { if (other.CompressionType != 0) { CompressionType = other.CompressionType; } + mapping_.Add(other.mapping_); switch (other.ObservationDataCase) { case ObservationDataOneofCase.CompressedData: CompressedData = other.CompressedData; @@ -291,6 +307,11 @@ public void MergeFrom(pb::CodedInputStream input) { FloatData = subBuilder; break; } + case 42: + case 40: { + mapping_.AddEntriesFrom(input, _repeated_mapping_codec); + break; + } } } } diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs index 9dc54c55d2..a2972d5e2f 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs @@ -5,7 +5,7 @@ namespace Unity.MLAgents.Sensors /// /// A sensor that wraps a Camera object to generate visual observations for an agent. /// - public class CameraSensor : ISensor + public class CameraSensor : ICompressibleSensor { Camera m_Camera; int m_Width; @@ -13,6 +13,7 @@ public class CameraSensor : ISensor bool m_Grayscale; string m_Name; int[] m_Shape; + int[] m_CompressionMapping; SensorCompressionType m_CompressionType; /// @@ -53,6 +54,18 @@ public CameraSensor( m_Name = name; m_Shape = GenerateShape(width, height, grayscale); m_CompressionType = compression; + + if (m_CompressionType != SensorCompressionType.None) + { + if (m_Grayscale) + { + m_CompressionMapping = new int[] { 1, 1, 1 }; + } + else + { + m_CompressionMapping = new int[] { 1, 2, 3 }; + } + } } /// @@ -118,6 +131,11 @@ public SensorCompressionType GetCompressionType() return m_CompressionType; } + public int[] GetCompressionMapping() + { + return m_CompressionMapping; + } + /// /// Renders a Camera instance to a 2D texture at the corresponding resolution. /// diff --git a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs new file mode 100644 index 0000000000..1edc92a835 --- /dev/null +++ b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs @@ -0,0 +1,15 @@ +namespace Unity.MLAgents.Sensors +{ + /// + /// Sensor interface for generating observations. + /// + public interface ICompressibleSensor : ISensor + { + /// + /// Returns the mapping of the the channels of compressed bytes to the + /// actual channel after decompression. + /// + /// Mapping of the compressed data + int[] GetCompressionMapping(); + } +} diff --git a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta new file mode 100644 index 0000000000..0fc21e488b --- /dev/null +++ b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta @@ -0,0 +1,11 @@ +fileFormatVersion: 2 +guid: 46b071e3f82364abbb97d6da2a57e288 +MonoImporter: + externalObjects: {} + serializedVersion: 2 + defaultReferences: [] + executionOrder: 0 + icon: {instanceID: 0} + userData: + assetBundleName: + assetBundleVariant: diff --git a/com.unity.ml-agents/Runtime/Sensors/Observation.cs b/com.unity.ml-agents/Runtime/Sensors/Observation.cs index 2c503377ba..8b4970dbc8 100644 --- a/com.unity.ml-agents/Runtime/Sensors/Observation.cs +++ b/com.unity.ml-agents/Runtime/Sensors/Observation.cs @@ -24,5 +24,7 @@ internal struct Observation /// E.g. for RGB visual observations, this will be {Height, Width, 3} /// public int[] Shape; + + public int[] CompressionMapping; } } diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs index f38ddc8dd6..ac724e8c91 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs @@ -5,7 +5,7 @@ namespace Unity.MLAgents.Sensors /// /// Sensor class that wraps a [RenderTexture](https://docs.unity3d.com/ScriptReference/RenderTexture.html) instance. /// - public class RenderTextureSensor : ISensor + public class RenderTextureSensor : ICompressibleSensor { RenderTexture m_RenderTexture; bool m_Grayscale; @@ -13,6 +13,8 @@ public class RenderTextureSensor : ISensor int[] m_Shape; SensorCompressionType m_CompressionType; + int[] m_CompressionMapping; + /// /// The compression type used by the sensor. /// @@ -42,6 +44,18 @@ public RenderTextureSensor( m_Name = name; m_Shape = new[] { height, width, grayscale ? 1 : 3 }; m_CompressionType = compressionType; + + if (m_CompressionType != SensorCompressionType.None) + { + if (m_Grayscale) + { + m_CompressionMapping = new int[] { 1, 1, 1 }; + } + else + { + m_CompressionMapping = new int[] { 1, 2, 3 }; + } + } } /// @@ -93,6 +107,11 @@ public SensorCompressionType GetCompressionType() return m_CompressionType; } + public int[] GetCompressionMapping() + { + return m_CompressionMapping; + } + /// /// Converts a RenderTexture to a 2D texture. /// diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index b568288ed7..5fb1e21cd5 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -11,7 +11,7 @@ namespace Unity.MLAgents.Sensors /// Internally, a circular buffer of arrays is used. The m_CurrentIndex represents the most recent observation. /// Currently, observations are stacked on the last dimension. /// - public class StackingSensor : ISensor + public class StackingSensor : ICompressibleSensor { /// /// The wrapped sensor. @@ -38,6 +38,7 @@ public class StackingSensor : ISensor ObservationWriter m_LocalWriter = new ObservationWriter(); byte[] m_EmptyCompressedObservation; + int[] m_CompressionMapping; /// /// Initializes the sensor. @@ -80,6 +81,22 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) { m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } + + // Construct compression mapping + var compressibleSensor = m_WrappedSensor as ICompressibleSensor; + var wrappedMapping = compressibleSensor.GetCompressionMapping(); + int wrappedNumChannel = shape[2]; + int wrappedMapLength = wrappedMapping.Length; + int offset; + m_CompressionMapping = new int[wrappedMapLength * m_NumStackedObservations]; + for (var i = 0; i < numStackedObservations; i++) + { + offset = wrappedNumChannel * i; + for (var j = 0; j < wrappedMapLength; j++) + { + m_CompressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] > 0 ? wrappedMapping[j] + offset : 0; + } + } } } @@ -170,6 +187,11 @@ public byte[] GetCompressedObservation() return outputBytes; } + public int[] GetCompressionMapping() + { + return m_CompressionMapping; + } + /// public SensorCompressionType GetCompressionType() { diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py index e31a806676..45a5e72958 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py +++ b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py @@ -20,7 +20,7 @@ name='mlagents_envs/communicator_objects/observation.proto', package='communicator_objects', syntax='proto3', - serialized_pb=_b('\n4mlagents_envs/communicator_objects/observation.proto\x12\x14\x63ommunicator_objects\"\xf9\x01\n\x10ObservationProto\x12\r\n\x05shape\x18\x01 \x03(\x05\x12\x44\n\x10\x63ompression_type\x18\x02 \x01(\x0e\x32*.communicator_objects.CompressionTypeProto\x12\x19\n\x0f\x63ompressed_data\x18\x03 \x01(\x0cH\x00\x12\x46\n\nfloat_data\x18\x04 \x01(\x0b\x32\x30.communicator_objects.ObservationProto.FloatDataH\x00\x1a\x19\n\tFloatData\x12\x0c\n\x04\x64\x61ta\x18\x01 \x03(\x02\x42\x12\n\x10observation_data*)\n\x14\x43ompressionTypeProto\x12\x08\n\x04NONE\x10\x00\x12\x07\n\x03PNG\x10\x01\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') + serialized_pb=_b('\n4mlagents_envs/communicator_objects/observation.proto\x12\x14\x63ommunicator_objects\"\x8a\x02\n\x10ObservationProto\x12\r\n\x05shape\x18\x01 \x03(\x05\x12\x44\n\x10\x63ompression_type\x18\x02 \x01(\x0e\x32*.communicator_objects.CompressionTypeProto\x12\x19\n\x0f\x63ompressed_data\x18\x03 \x01(\x0cH\x00\x12\x46\n\nfloat_data\x18\x04 \x01(\x0b\x32\x30.communicator_objects.ObservationProto.FloatDataH\x00\x12\x0f\n\x07mapping\x18\x05 \x03(\x05\x1a\x19\n\tFloatData\x12\x0c\n\x04\x64\x61ta\x18\x01 \x03(\x02\x42\x12\n\x10observation_data*)\n\x14\x43ompressionTypeProto\x12\x08\n\x04NONE\x10\x00\x12\x07\n\x03PNG\x10\x01\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') ) _COMPRESSIONTYPEPROTO = _descriptor.EnumDescriptor( @@ -40,8 +40,8 @@ ], containing_type=None, options=None, - serialized_start=330, - serialized_end=371, + serialized_start=347, + serialized_end=388, ) _sym_db.RegisterEnumDescriptor(_COMPRESSIONTYPEPROTO) @@ -77,8 +77,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=283, - serialized_end=308, + serialized_start=300, + serialized_end=325, ) _OBSERVATIONPROTO = _descriptor.Descriptor( @@ -116,6 +116,13 @@ message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='mapping', full_name='communicator_objects.ObservationProto.mapping', index=4, + number=5, type=5, cpp_type=1, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None, file=DESCRIPTOR), ], extensions=[ ], @@ -132,7 +139,7 @@ index=0, containing_type=None, fields=[]), ], serialized_start=79, - serialized_end=328, + serialized_end=345, ) _OBSERVATIONPROTO_FLOATDATA.containing_type = _OBSERVATIONPROTO diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi index 79681430fb..2e4ac55650 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi +++ b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi @@ -72,6 +72,7 @@ class ObservationProto(google___protobuf___message___Message): shape = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] compression_type = ... # type: CompressionTypeProto compressed_data = ... # type: builtin___bytes + mapping = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] @property def float_data(self) -> ObservationProto.FloatData: ... @@ -82,6 +83,7 @@ class ObservationProto(google___protobuf___message___Message): compression_type : typing___Optional[CompressionTypeProto] = None, compressed_data : typing___Optional[builtin___bytes] = None, float_data : typing___Optional[ObservationProto.FloatData] = None, + mapping : typing___Optional[typing___Iterable[builtin___int]] = None, ) -> None: ... @classmethod def FromString(cls, s: builtin___bytes) -> ObservationProto: ... @@ -89,8 +91,8 @@ class ObservationProto(google___protobuf___message___Message): def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ... if sys.version_info >= (3,): def HasField(self, field_name: typing_extensions___Literal[u"compressed_data",u"float_data",u"observation_data"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"compressed_data",u"compression_type",u"float_data",u"observation_data",u"shape"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"compressed_data",u"compression_type",u"float_data",u"mapping",u"observation_data",u"shape"]) -> None: ... else: def HasField(self, field_name: typing_extensions___Literal[u"compressed_data",b"compressed_data",u"float_data",b"float_data",u"observation_data",b"observation_data"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"compressed_data",b"compressed_data",u"compression_type",b"compression_type",u"float_data",b"float_data",u"observation_data",b"observation_data",u"shape",b"shape"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"compressed_data",b"compressed_data",u"compression_type",b"compression_type",u"float_data",b"float_data",u"mapping",b"mapping",u"observation_data",b"observation_data",u"shape",b"shape"]) -> None: ... def WhichOneof(self, oneof_group: typing_extensions___Literal[u"observation_data",b"observation_data"]) -> typing_extensions___Literal["compressed_data","float_data"]: ... diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 9a903fc743..9176c682ef 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -78,7 +78,9 @@ def original_tell(self) -> int: @timed -def process_pixels(image_bytes: bytes, expected_channels: int) -> np.ndarray: +def process_pixels( + image_bytes: bytes, mappings: List[int], expected_channels: int +) -> np.ndarray: """ Converts byte array observation image into numpy array, re-sizes it, and optionally converts it to grey scale @@ -88,23 +90,12 @@ def process_pixels(image_bytes: bytes, expected_channels: int) -> np.ndarray: """ image_fp = OffsetBytesIO(image_bytes) - if expected_channels == 1: - # Convert to grayscale - with hierarchical_timer("image_decompress"): - image = Image.open(image_fp) - # Normally Image loads lazily, load() forces it to do loading in the timer scope. - image.load() - s = np.array(image, dtype=np.float32) / 255.0 - s = np.mean(s, axis=2) - s = np.reshape(s, [s.shape[0], s.shape[1], 1]) - return s - image_arrays = [] - # Read the images back from the bytes (without knowing the sizes). while True: with hierarchical_timer("image_decompress"): image = Image.open(image_fp) + # Normally Image loads lazily, load() forces it to do loading in the timer scope. image.load() image_arrays.append(np.array(image, dtype=np.float32) / 255.0) @@ -116,12 +107,35 @@ def process_pixels(image_bytes: bytes, expected_channels: int) -> np.ndarray: # Didn't find the header, so must be at the end. break - img = np.concatenate(image_arrays, axis=2) - # We can drop additional channels since they may need to be added to include - # numbers of observation channels not divisible by 3. - actual_channels = list(img.shape)[2] - if actual_channels > expected_channels: - img = img[..., 0:expected_channels] + if len(mappings) > 0: + image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) + if len(mappings) != len(image_arrays): + raise UnityObservationException( + "Compressed observation and its mapping has different number of channels" + ) + + processed_image_arrays: List[np.array] = [[] for _ in range(expected_channels)] + for mapping_idx, img in zip(mappings, image_arrays): + if mapping_idx > 0: + processed_image_arrays[mapping_idx - 1].append(img) + + for i, img_array in enumerate(processed_image_arrays): + processed_image_arrays[i] = np.mean(img_array, axis=0) + img = np.stack(processed_image_arrays, axis=2) + else: + # old API without mapping provided. Use the first n channel, n=expected_channels. + if expected_channels == 1: + # Convert to grayscale + img = np.array(image_arrays[0], dtype=np.float32) / 255.0 + img = np.mean(img, axis=2) + img = np.reshape(img, [img.shape[0], img.shape[1], 1]) + else: + img = np.concatenate(image_arrays, axis=2) + # We can drop additional channels since they may need to be added to include + # numbers of observation channels not divisible by 3. + actual_channels = list(img.shape)[2] + if actual_channels > expected_channels: + img = img[..., 0:expected_channels] return img @@ -147,7 +161,7 @@ def observation_to_np_array( img = np.reshape(img, obs.shape) return img else: - img = process_pixels(obs.compressed_data, expected_channels) + img = process_pixels(obs.compressed_data, list(obs.mapping), expected_channels) # Compare decompressed image size to observation shape and make sure they match if list(obs.shape) != list(img.shape): raise UnityObservationException( diff --git a/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py b/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py index 5f1a1825fc..f90ab5a4ba 100644 --- a/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py @@ -85,6 +85,7 @@ def generate_compressed_data(in_array: np.ndarray) -> bytes: def generate_compressed_proto_obs(in_array: np.ndarray) -> ObservationProto: obs_proto = ObservationProto() obs_proto.compressed_data = generate_compressed_data(in_array) + obs_proto.mapping.extend(list(range(len(in_array)))) obs_proto.compression_type = PNG obs_proto.shape.extend(in_array.shape) return obs_proto diff --git a/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto b/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto index 3b57ba5bbd..bc26d06ba8 100644 --- a/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto +++ b/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto @@ -19,4 +19,5 @@ message ObservationProto { bytes compressed_data = 3; FloatData float_data = 4; } + repeated int32 mapping = 5; } From d24ae6d65f145a05f73710f0b10ceab0ed82c3b2 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Mon, 21 Sep 2020 12:40:21 -0700 Subject: [PATCH 09/42] change mapping to 0-index --- com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs | 4 ++-- com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs | 4 ++-- com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs | 4 ++-- com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs | 2 +- ml-agents-envs/mlagents_envs/rpc_utils.py | 4 ++-- 5 files changed, 9 insertions(+), 9 deletions(-) diff --git a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs index 4a53d98035..7ddef52abc 100644 --- a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs +++ b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs @@ -292,9 +292,9 @@ public virtual void SetParameters(string[] detectableObjects, int[] channelDepth var compressChannel = 3; var paddedChannel = (totalCannel + compressChannel - 1) / compressChannel; // division rounding up m_CompressionMapping = new int[paddedChannel]; - for (var i = 0; i < totalCannel; i++) + for (var i = 0; i < paddedChannel; i++) { - m_CompressionMapping[i] = 1; + m_CompressionMapping[i] = i < totalCannel ? i : -1; } } } diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs index a2972d5e2f..344702b734 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs @@ -59,11 +59,11 @@ public CameraSensor( { if (m_Grayscale) { - m_CompressionMapping = new int[] { 1, 1, 1 }; + m_CompressionMapping = new int[] { 0, 0, 0 }; } else { - m_CompressionMapping = new int[] { 1, 2, 3 }; + m_CompressionMapping = new int[] { 0, 1, 2 }; } } } diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs index ac724e8c91..42d062721f 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs @@ -49,11 +49,11 @@ public RenderTextureSensor( { if (m_Grayscale) { - m_CompressionMapping = new int[] { 1, 1, 1 }; + m_CompressionMapping = new int[] { 0, 0, 0 }; } else { - m_CompressionMapping = new int[] { 1, 2, 3 }; + m_CompressionMapping = new int[] { 0, 1, 2 }; } } } diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 5fb1e21cd5..2cc9ab703d 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -94,7 +94,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) offset = wrappedNumChannel * i; for (var j = 0; j < wrappedMapLength; j++) { - m_CompressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] > 0 ? wrappedMapping[j] + offset : 0; + m_CompressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] >= 0 ? wrappedMapping[j] + offset : -1; } } } diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 9176c682ef..c08ba1f8cb 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -116,8 +116,8 @@ def process_pixels( processed_image_arrays: List[np.array] = [[] for _ in range(expected_channels)] for mapping_idx, img in zip(mappings, image_arrays): - if mapping_idx > 0: - processed_image_arrays[mapping_idx - 1].append(img) + if mapping_idx > -1: + processed_image_arrays[mapping_idx].append(img) for i, img_array in enumerate(processed_image_arrays): processed_image_arrays[i] = np.mean(img_array, axis=0) From 38bfb8b54a7176a6fdb3c885d428a1ab34b86928 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Mon, 21 Sep 2020 13:03:01 -0700 Subject: [PATCH 10/42] Add docstring for mapping and change the name in proto --- .../Grpc/CommunicatorObjects/Observation.cs | 39 ++++++++++--------- .../Runtime/Sensors/ICompressibleSensor.cs | 8 +++- .../communicator_objects/observation_pb2.py | 14 +++---- .../communicator_objects/observation_pb2.pyi | 8 ++-- ml-agents-envs/mlagents_envs/rpc_utils.py | 9 +++-- protobuf-definitions/make.sh | 2 +- .../communicator_objects/observation.proto | 2 +- 7 files changed, 46 insertions(+), 36 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs index acffa1a549..fee69f568c 100644 --- a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs +++ b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Observation.cs @@ -25,19 +25,20 @@ static ObservationReflection() { byte[] descriptorData = global::System.Convert.FromBase64String( string.Concat( "CjRtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL29ic2VydmF0", - "aW9uLnByb3RvEhRjb21tdW5pY2F0b3Jfb2JqZWN0cyKKAgoQT2JzZXJ2YXRp", + "aW9uLnByb3RvEhRjb21tdW5pY2F0b3Jfb2JqZWN0cyKdAgoQT2JzZXJ2YXRp", "b25Qcm90bxINCgVzaGFwZRgBIAMoBRJEChBjb21wcmVzc2lvbl90eXBlGAIg", "ASgOMiouY29tbXVuaWNhdG9yX29iamVjdHMuQ29tcHJlc3Npb25UeXBlUHJv", "dG8SGQoPY29tcHJlc3NlZF9kYXRhGAMgASgMSAASRgoKZmxvYXRfZGF0YRgE", "IAEoCzIwLmNvbW11bmljYXRvcl9vYmplY3RzLk9ic2VydmF0aW9uUHJvdG8u", - "RmxvYXREYXRhSAASDwoHbWFwcGluZxgFIAMoBRoZCglGbG9hdERhdGESDAoE", - "ZGF0YRgBIAMoAkISChBvYnNlcnZhdGlvbl9kYXRhKikKFENvbXByZXNzaW9u", - "VHlwZVByb3RvEggKBE5PTkUQABIHCgNQTkcQAUIlqgIiVW5pdHkuTUxBZ2Vu", - "dHMuQ29tbXVuaWNhdG9yT2JqZWN0c2IGcHJvdG8z")); + "RmxvYXREYXRhSAASIgoaY29tcHJlc3NlZF9jaGFubmVsX21hcHBpbmcYBSAD", + "KAUaGQoJRmxvYXREYXRhEgwKBGRhdGEYASADKAJCEgoQb2JzZXJ2YXRpb25f", + "ZGF0YSopChRDb21wcmVzc2lvblR5cGVQcm90bxIICgROT05FEAASBwoDUE5H", + "EAFCJaoCIlVuaXR5Lk1MQWdlbnRzLkNvbW11bmljYXRvck9iamVjdHNiBnBy", + "b3RvMw==")); descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, new pbr::FileDescriptor[] { }, new pbr::GeneratedClrTypeInfo(new[] {typeof(global::Unity.MLAgents.CommunicatorObjects.CompressionTypeProto), }, new pbr::GeneratedClrTypeInfo[] { - new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Parser, new[]{ "Shape", "CompressionType", "CompressedData", "FloatData", "Mapping" }, new[]{ "ObservationData" }, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData.Parser, new[]{ "Data" }, null, null, null)}) + new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Parser, new[]{ "Shape", "CompressionType", "CompressedData", "FloatData", "CompressedChannelMapping" }, new[]{ "ObservationData" }, null, new pbr::GeneratedClrTypeInfo[] { new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData), global::Unity.MLAgents.CommunicatorObjects.ObservationProto.Types.FloatData.Parser, new[]{ "Data" }, null, null, null)}) })); } #endregion @@ -79,7 +80,7 @@ public ObservationProto() { public ObservationProto(ObservationProto other) : this() { shape_ = other.shape_.Clone(); compressionType_ = other.compressionType_; - mapping_ = other.mapping_.Clone(); + compressedChannelMapping_ = other.compressedChannelMapping_.Clone(); switch (other.ObservationDataCase) { case ObservationDataOneofCase.CompressedData: CompressedData = other.CompressedData; @@ -140,14 +141,14 @@ public ObservationProto Clone() { } } - /// Field number for the "mapping" field. - public const int MappingFieldNumber = 5; - private static readonly pb::FieldCodec _repeated_mapping_codec + /// Field number for the "compressed_channel_mapping" field. + public const int CompressedChannelMappingFieldNumber = 5; + private static readonly pb::FieldCodec _repeated_compressedChannelMapping_codec = pb::FieldCodec.ForInt32(42); - private readonly pbc::RepeatedField mapping_ = new pbc::RepeatedField(); + private readonly pbc::RepeatedField compressedChannelMapping_ = new pbc::RepeatedField(); [global::System.Diagnostics.DebuggerNonUserCodeAttribute] - public pbc::RepeatedField Mapping { - get { return mapping_; } + public pbc::RepeatedField CompressedChannelMapping { + get { return compressedChannelMapping_; } } private object observationData_; @@ -186,7 +187,7 @@ public bool Equals(ObservationProto other) { if (CompressionType != other.CompressionType) return false; if (CompressedData != other.CompressedData) return false; if (!object.Equals(FloatData, other.FloatData)) return false; - if(!mapping_.Equals(other.mapping_)) return false; + if(!compressedChannelMapping_.Equals(other.compressedChannelMapping_)) return false; if (ObservationDataCase != other.ObservationDataCase) return false; return Equals(_unknownFields, other._unknownFields); } @@ -198,7 +199,7 @@ public override int GetHashCode() { if (CompressionType != 0) hash ^= CompressionType.GetHashCode(); if (observationDataCase_ == ObservationDataOneofCase.CompressedData) hash ^= CompressedData.GetHashCode(); if (observationDataCase_ == ObservationDataOneofCase.FloatData) hash ^= FloatData.GetHashCode(); - hash ^= mapping_.GetHashCode(); + hash ^= compressedChannelMapping_.GetHashCode(); hash ^= (int) observationDataCase_; if (_unknownFields != null) { hash ^= _unknownFields.GetHashCode(); @@ -226,7 +227,7 @@ public void WriteTo(pb::CodedOutputStream output) { output.WriteRawTag(34); output.WriteMessage(FloatData); } - mapping_.WriteTo(output, _repeated_mapping_codec); + compressedChannelMapping_.WriteTo(output, _repeated_compressedChannelMapping_codec); if (_unknownFields != null) { _unknownFields.WriteTo(output); } @@ -245,7 +246,7 @@ public int CalculateSize() { if (observationDataCase_ == ObservationDataOneofCase.FloatData) { size += 1 + pb::CodedOutputStream.ComputeMessageSize(FloatData); } - size += mapping_.CalculateSize(_repeated_mapping_codec); + size += compressedChannelMapping_.CalculateSize(_repeated_compressedChannelMapping_codec); if (_unknownFields != null) { size += _unknownFields.CalculateSize(); } @@ -261,7 +262,7 @@ public void MergeFrom(ObservationProto other) { if (other.CompressionType != 0) { CompressionType = other.CompressionType; } - mapping_.Add(other.mapping_); + compressedChannelMapping_.Add(other.compressedChannelMapping_); switch (other.ObservationDataCase) { case ObservationDataOneofCase.CompressedData: CompressedData = other.CompressedData; @@ -309,7 +310,7 @@ public void MergeFrom(pb::CodedInputStream input) { } case 42: case 40: { - mapping_.AddEntriesFrom(input, _repeated_mapping_codec); + compressedChannelMapping_.AddEntriesFrom(input, _repeated_compressedChannelMapping_codec); break; } } diff --git a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs index 1edc92a835..0606ad1d0e 100644 --- a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs @@ -6,8 +6,14 @@ namespace Unity.MLAgents.Sensors public interface ICompressibleSensor : ISensor { /// - /// Returns the mapping of the the channels of compressed bytes to the + /// Returns the mapping of the channels in compressed data to the /// actual channel after decompression. + /// The mapping is a list of interger index with the same length as + /// the number of layers (channels) of the sensor. + /// Each index indicates the actual channel the layer will go into. + /// Layers with the same index will be averaged, and layers with negative index will be dropped. + /// For example, mapping for CameraSensor using grayscale and stacking of two: [0, 0, 0, 1, 1, 1] + /// Mapping for GridSensor of 4 channels and stacking of two: [0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1] /// /// Mapping of the compressed data int[] GetCompressionMapping(); diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py index 45a5e72958..43c840eaa0 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py +++ b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.py @@ -20,7 +20,7 @@ name='mlagents_envs/communicator_objects/observation.proto', package='communicator_objects', syntax='proto3', - serialized_pb=_b('\n4mlagents_envs/communicator_objects/observation.proto\x12\x14\x63ommunicator_objects\"\x8a\x02\n\x10ObservationProto\x12\r\n\x05shape\x18\x01 \x03(\x05\x12\x44\n\x10\x63ompression_type\x18\x02 \x01(\x0e\x32*.communicator_objects.CompressionTypeProto\x12\x19\n\x0f\x63ompressed_data\x18\x03 \x01(\x0cH\x00\x12\x46\n\nfloat_data\x18\x04 \x01(\x0b\x32\x30.communicator_objects.ObservationProto.FloatDataH\x00\x12\x0f\n\x07mapping\x18\x05 \x03(\x05\x1a\x19\n\tFloatData\x12\x0c\n\x04\x64\x61ta\x18\x01 \x03(\x02\x42\x12\n\x10observation_data*)\n\x14\x43ompressionTypeProto\x12\x08\n\x04NONE\x10\x00\x12\x07\n\x03PNG\x10\x01\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') + serialized_pb=_b('\n4mlagents_envs/communicator_objects/observation.proto\x12\x14\x63ommunicator_objects\"\x9d\x02\n\x10ObservationProto\x12\r\n\x05shape\x18\x01 \x03(\x05\x12\x44\n\x10\x63ompression_type\x18\x02 \x01(\x0e\x32*.communicator_objects.CompressionTypeProto\x12\x19\n\x0f\x63ompressed_data\x18\x03 \x01(\x0cH\x00\x12\x46\n\nfloat_data\x18\x04 \x01(\x0b\x32\x30.communicator_objects.ObservationProto.FloatDataH\x00\x12\"\n\x1a\x63ompressed_channel_mapping\x18\x05 \x03(\x05\x1a\x19\n\tFloatData\x12\x0c\n\x04\x64\x61ta\x18\x01 \x03(\x02\x42\x12\n\x10observation_data*)\n\x14\x43ompressionTypeProto\x12\x08\n\x04NONE\x10\x00\x12\x07\n\x03PNG\x10\x01\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') ) _COMPRESSIONTYPEPROTO = _descriptor.EnumDescriptor( @@ -40,8 +40,8 @@ ], containing_type=None, options=None, - serialized_start=347, - serialized_end=388, + serialized_start=366, + serialized_end=407, ) _sym_db.RegisterEnumDescriptor(_COMPRESSIONTYPEPROTO) @@ -77,8 +77,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=300, - serialized_end=325, + serialized_start=319, + serialized_end=344, ) _OBSERVATIONPROTO = _descriptor.Descriptor( @@ -117,7 +117,7 @@ is_extension=False, extension_scope=None, options=None, file=DESCRIPTOR), _descriptor.FieldDescriptor( - name='mapping', full_name='communicator_objects.ObservationProto.mapping', index=4, + name='compressed_channel_mapping', full_name='communicator_objects.ObservationProto.compressed_channel_mapping', index=4, number=5, type=5, cpp_type=1, label=3, has_default_value=False, default_value=[], message_type=None, enum_type=None, containing_type=None, @@ -139,7 +139,7 @@ index=0, containing_type=None, fields=[]), ], serialized_start=79, - serialized_end=345, + serialized_end=364, ) _OBSERVATIONPROTO_FLOATDATA.containing_type = _OBSERVATIONPROTO diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi index 2e4ac55650..bf38830c00 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi +++ b/ml-agents-envs/mlagents_envs/communicator_objects/observation_pb2.pyi @@ -72,7 +72,7 @@ class ObservationProto(google___protobuf___message___Message): shape = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] compression_type = ... # type: CompressionTypeProto compressed_data = ... # type: builtin___bytes - mapping = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] + compressed_channel_mapping = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] @property def float_data(self) -> ObservationProto.FloatData: ... @@ -83,7 +83,7 @@ class ObservationProto(google___protobuf___message___Message): compression_type : typing___Optional[CompressionTypeProto] = None, compressed_data : typing___Optional[builtin___bytes] = None, float_data : typing___Optional[ObservationProto.FloatData] = None, - mapping : typing___Optional[typing___Iterable[builtin___int]] = None, + compressed_channel_mapping : typing___Optional[typing___Iterable[builtin___int]] = None, ) -> None: ... @classmethod def FromString(cls, s: builtin___bytes) -> ObservationProto: ... @@ -91,8 +91,8 @@ class ObservationProto(google___protobuf___message___Message): def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ... if sys.version_info >= (3,): def HasField(self, field_name: typing_extensions___Literal[u"compressed_data",u"float_data",u"observation_data"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"compressed_data",u"compression_type",u"float_data",u"mapping",u"observation_data",u"shape"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"compressed_channel_mapping",u"compressed_data",u"compression_type",u"float_data",u"observation_data",u"shape"]) -> None: ... else: def HasField(self, field_name: typing_extensions___Literal[u"compressed_data",b"compressed_data",u"float_data",b"float_data",u"observation_data",b"observation_data"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"compressed_data",b"compressed_data",u"compression_type",b"compression_type",u"float_data",b"float_data",u"mapping",b"mapping",u"observation_data",b"observation_data",u"shape",b"shape"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"compressed_channel_mapping",b"compressed_channel_mapping",u"compressed_data",b"compressed_data",u"compression_type",b"compression_type",u"float_data",b"float_data",u"observation_data",b"observation_data",u"shape",b"shape"]) -> None: ... def WhichOneof(self, oneof_group: typing_extensions___Literal[u"observation_data",b"observation_data"]) -> typing_extensions___Literal["compressed_data","float_data"]: ... diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index c08ba1f8cb..c8f53800b5 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -111,7 +111,8 @@ def process_pixels( image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) if len(mappings) != len(image_arrays): raise UnityObservationException( - "Compressed observation and its mapping has different number of channels" + f"Compressed observation and its mapping had different number of channels - " + f"observation had {len(image_arrays)} channels but its mapping had {len(mappings)} channels" ) processed_image_arrays: List[np.array] = [[] for _ in range(expected_channels)] @@ -123,7 +124,7 @@ def process_pixels( processed_image_arrays[i] = np.mean(img_array, axis=0) img = np.stack(processed_image_arrays, axis=2) else: - # old API without mapping provided. Use the first n channel, n=expected_channels. + # Old API without mapping provided. Use the first n channel, n=expected_channels. if expected_channels == 1: # Convert to grayscale img = np.array(image_arrays[0], dtype=np.float32) / 255.0 @@ -161,7 +162,9 @@ def observation_to_np_array( img = np.reshape(img, obs.shape) return img else: - img = process_pixels(obs.compressed_data, list(obs.mapping), expected_channels) + img = process_pixels( + obs.compressed_data, list(obs.compressed_channel_mapping), expected_channels + ) # Compare decompressed image size to observation shape and make sure they match if list(obs.shape) != list(img.shape): raise UnityObservationException( diff --git a/protobuf-definitions/make.sh b/protobuf-definitions/make.sh index dbeb925929..062d27acce 100755 --- a/protobuf-definitions/make.sh +++ b/protobuf-definitions/make.sh @@ -3,7 +3,7 @@ # GRPC-TOOLS required. Install with `nuget install Grpc.Tools`. # Then un-comment and replace [DIRECTORY] with location of files. # For example, on macOS, you might have something like: -# COMPILER=Grpc.Tools.1.14.1/tools/macosx_x64 +COMPILER=Grpc.Tools.1.14.1/tools/macosx_x64 # COMPILER=[DIRECTORY] SRC_DIR=proto/mlagents_envs/communicator_objects diff --git a/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto b/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto index bc26d06ba8..6bde365afc 100644 --- a/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto +++ b/protobuf-definitions/proto/mlagents_envs/communicator_objects/observation.proto @@ -19,5 +19,5 @@ message ObservationProto { bytes compressed_data = 3; FloatData float_data = 4; } - repeated int32 mapping = 5; + repeated int32 compressed_channel_mapping = 5; } From 8b5f6db6416c6517cd7c010d5b2e71ccf3230cb4 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Mon, 21 Sep 2020 18:43:59 -0700 Subject: [PATCH 11/42] add tests --- .../Runtime/Communicator/GrpcExtensions.cs | 2 +- ml-agents-envs/mlagents_envs/rpc_utils.py | 18 +++-- .../mlagents_envs/tests/test_rpc_utils.py | 77 ++++++++++++++++++- 3 files changed, 85 insertions(+), 12 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index ad09c221ed..52d2ccb24d 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -289,7 +289,7 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat { CompressedData = ByteString.CopyFrom(compressedObs), CompressionType = (CompressionTypeProto)sensor.GetCompressionType(), - Mapping = { compressibleSensor.GetCompressionMapping() }, + CompressedChannelMapping = { compressibleSensor.GetCompressionMapping() }, }; } observationProto.Shape.AddRange(shape); diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index c8f53800b5..2b76b3e7c8 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -79,7 +79,7 @@ def original_tell(self) -> int: @timed def process_pixels( - image_bytes: bytes, mappings: List[int], expected_channels: int + image_bytes: bytes, expected_channels: int, mappings: Optional[List[int]] = None ) -> np.ndarray: """ Converts byte array observation image into numpy array, re-sizes it, @@ -107,7 +107,7 @@ def process_pixels( # Didn't find the header, so must be at the end. break - if len(mappings) > 0: + if mappings is not None and len(mappings) > 0: image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) if len(mappings) != len(image_arrays): raise UnityObservationException( @@ -127,8 +127,7 @@ def process_pixels( # Old API without mapping provided. Use the first n channel, n=expected_channels. if expected_channels == 1: # Convert to grayscale - img = np.array(image_arrays[0], dtype=np.float32) / 255.0 - img = np.mean(img, axis=2) + img = np.mean(image_arrays[0], axis=2) img = np.reshape(img, [img.shape[0], img.shape[1], 1]) else: img = np.concatenate(image_arrays, axis=2) @@ -162,9 +161,14 @@ def observation_to_np_array( img = np.reshape(img, obs.shape) return img else: - img = process_pixels( - obs.compressed_data, list(obs.compressed_channel_mapping), expected_channels - ) + if "compressed_channel_mapping" in (f.name for f in obs.DESCRIPTOR.fields): + img = process_pixels( + obs.compressed_data, + expected_channels, + list(obs.compressed_channel_mapping), + ) + else: + img = process_pixels(obs.compressed_data, expected_channels) # Compare decompressed image size to observation shape and make sure they match if list(obs.shape) != list(img.shape): raise UnityObservationException( diff --git a/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py b/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py index f90ab5a4ba..1bf8fc090f 100644 --- a/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py @@ -82,12 +82,39 @@ def generate_compressed_data(in_array: np.ndarray) -> bytes: return bytes_out -def generate_compressed_proto_obs(in_array: np.ndarray) -> ObservationProto: +# test helper function for old C# API (no compressed channel mapping) +def generate_compressed_proto_obs( + in_array: np.ndarray, grayscale: bool = False +) -> ObservationProto: obs_proto = ObservationProto() obs_proto.compressed_data = generate_compressed_data(in_array) - obs_proto.mapping.extend(list(range(len(in_array)))) obs_proto.compression_type = PNG - obs_proto.shape.extend(in_array.shape) + if grayscale: + # grayscale flag is only used for old API without mapping + expected_shape = [in_array.shape[0], in_array.shape[1], 1] + obs_proto.shape.extend(expected_shape) + else: + obs_proto.shape.extend(in_array.shape) + return obs_proto + + +# test helper function for new C# API (with compressed channel mapping) +def generate_compressed_proto_obs_with_mapping( + in_array: np.ndarray, mapping: List[int] +) -> ObservationProto: + obs_proto = ObservationProto() + obs_proto.compressed_data = generate_compressed_data(in_array) + obs_proto.compression_type = PNG + if mapping is not None: + obs_proto.compressed_channel_mapping.extend(mapping) + expected_shape = [ + in_array.shape[0], + in_array.shape[1], + len([m for m in mapping if m >= 0]), + ] + obs_proto.shape.extend(expected_shape) + else: + obs_proto.shape.extend(in_array.shape) return obs_proto @@ -232,7 +259,11 @@ def test_process_visual_observation(): in_array_1 = np.random.rand(128, 64, 3) proto_obs_1 = generate_compressed_proto_obs(in_array_1) in_array_2 = np.random.rand(128, 64, 3) - proto_obs_2 = generate_uncompressed_proto_obs(in_array_2) + in_array_2_mapping = [0, 1, 2] + proto_obs_2 = generate_compressed_proto_obs_with_mapping( + in_array_2, in_array_2_mapping + ) + ap1 = AgentInfoProto() ap1.observations.extend([proto_obs_1]) ap2 = AgentInfoProto() @@ -244,6 +275,44 @@ def test_process_visual_observation(): assert np.allclose(arr[1, :, :, :], in_array_2, atol=0.01) +def test_process_visual_observation_grayscale(): + in_array_1 = np.random.rand(128, 64, 3) + proto_obs_1 = generate_compressed_proto_obs(in_array_1, grayscale=True) + expected_out_array_1 = np.mean(in_array_1, axis=2, keepdims=True) + in_array_2 = np.random.rand(128, 64, 3) + in_array_2_mapping = [0, 0, 0] + proto_obs_2 = generate_compressed_proto_obs_with_mapping( + in_array_2, in_array_2_mapping + ) + expected_out_array_2 = np.mean(in_array_2, axis=2, keepdims=True) + + ap1 = AgentInfoProto() + ap1.observations.extend([proto_obs_1]) + ap2 = AgentInfoProto() + ap2.observations.extend([proto_obs_2]) + ap_list = [ap1, ap2] + arr = _process_visual_observation(0, (128, 64, 1), ap_list) + assert list(arr.shape) == [2, 128, 64, 1] + assert np.allclose(arr[0, :, :, :], expected_out_array_1, atol=0.01) + assert np.allclose(arr[1, :, :, :], expected_out_array_2, atol=0.01) + + +def test_process_visual_observation_padded_channels(): + in_array_1 = np.random.rand(128, 64, 12) + in_array_1_mapping = [0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1] + proto_obs_1 = generate_compressed_proto_obs_with_mapping( + in_array_1, in_array_1_mapping + ) + expected_out_array_1 = np.take(in_array_1, [0, 1, 2, 3, 6, 7, 8, 9], axis=2) + + ap1 = AgentInfoProto() + ap1.observations.extend([proto_obs_1]) + ap_list = [ap1] + arr = _process_visual_observation(0, (128, 64, 8), ap_list) + assert list(arr.shape) == [1, 128, 64, 8] + assert np.allclose(arr[0, :, :, :], expected_out_array_1, atol=0.01) + + def test_process_visual_observation_bad_shape(): in_array_1 = np.random.rand(128, 64, 3) proto_obs_1 = generate_compressed_proto_obs(in_array_1) From 274365870d0599780298fd8ebed02c90afe614d7 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 22 Sep 2020 16:55:58 -0700 Subject: [PATCH 12/42] update communicator version --- com.unity.ml-agents/Runtime/Academy.cs | 6 ++- .../Runtime/Communicator/GrpcExtensions.cs | 32 +++++++++++---- .../Communicator/UnityRLCapabilities.cs | 4 +- .../Grpc/CommunicatorObjects/Capabilities.cs | 40 +++++++++++++++++-- .../communicator_objects/capabilities_pb2.py | 11 ++++- .../communicator_objects/capabilities_pb2.pyi | 6 ++- ml-agents-envs/mlagents_envs/environment.py | 3 +- .../communicator_objects/capabilities.proto | 3 ++ 8 files changed, 86 insertions(+), 19 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Academy.cs b/com.unity.ml-agents/Runtime/Academy.cs index fac6934c22..383526b2e8 100644 --- a/com.unity.ml-agents/Runtime/Academy.cs +++ b/com.unity.ml-agents/Runtime/Academy.cs @@ -74,9 +74,13 @@ public class Academy : IDisposable /// 1.1.0 /// Support concatenated PNGs for compressed observations. /// + /// + /// 1.2.0 + /// Support compression mapping for stacked compressed observations. + /// /// /// - const string k_ApiVersion = "1.1.0"; + const string k_ApiVersion = "1.2.0"; /// /// Unity package version of com.unity.ml-agents. diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index 52d2ccb24d..695f10153c 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -237,19 +237,33 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat var shape = sensor.GetObservationShape(); ObservationProto observationProto = null; var compressionType = sensor.GetCompressionType(); - // Check capabilities if we need to concatenate PNGs - if (compressionType == SensorCompressionType.PNG && shape.Length == 3 && shape[2] > 3) + if (!s_HaveWarnedAboutTrainerCapabilities) { - var trainerCanHandle = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.ConcatenatedPngObservations; - if (!trainerCanHandle) + // Check capabilities if we need to concatenate PNGs + if (compressionType == SensorCompressionType.PNG && shape.Length == 3 && shape[2] > 3) { - if (!s_HaveWarnedAboutTrainerCapabilities) + var canHandleMultiPNG = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.ConcatenatedPngObservations; + if (!canHandleMultiPNG) { Debug.LogWarning($"Attached trainer doesn't support multiple PNGs. Switching to uncompressed observations for sensor {sensor.GetName()}."); - s_HaveWarnedAboutTrainerCapabilities = true; + compressionType = SensorCompressionType.None; } - compressionType = SensorCompressionType.None; } + + // Check capabilities if we need mapping for compessed observations + if (compressionType != SensorCompressionType.None) + { + var canHandleMapping = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.ConcatenatedPngObservations; + if (!canHandleMapping) + { + Debug.LogWarning($@"Attached trainer doesn't support compression mapping. + No mapping will be provided for sensor {sensor.GetName()} during decompressing. + This could potentially cause wrong observation input to trainer especially + when using compressed observation with stacking or with channels not being multiple of 3"); + compressionType = SensorCompressionType.None; + } + } + s_HaveWarnedAboutTrainerCapabilities = true; } if (compressionType == SensorCompressionType.None) @@ -302,7 +316,8 @@ public static UnityRLCapabilities ToRLCapabilities(this UnityRLCapabilitiesProto return new UnityRLCapabilities { BaseRLCapabilities = proto.BaseRLCapabilities, - ConcatenatedPngObservations = proto.ConcatenatedPngObservations + ConcatenatedPngObservations = proto.ConcatenatedPngObservations, + CompressionMappings = proto.CompressionMappings, }; } @@ -312,6 +327,7 @@ public static UnityRLCapabilitiesProto ToProto(this UnityRLCapabilities rlCaps) { BaseRLCapabilities = rlCaps.BaseRLCapabilities, ConcatenatedPngObservations = rlCaps.ConcatenatedPngObservations, + CompressionMappings = rlCaps.CompressionMappings, }; } } diff --git a/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs b/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs index 7e188af421..fe9ccbe318 100644 --- a/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs +++ b/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs @@ -6,15 +6,17 @@ internal class UnityRLCapabilities { public bool BaseRLCapabilities; public bool ConcatenatedPngObservations; + public bool CompressionMappings; /// /// A class holding the capabilities flags for Reinforcement Learning across C# and the Trainer codebase. This /// struct will be used to inform users if and when they are using C# / Trainer features that are mismatched. /// - public UnityRLCapabilities(bool baseRlCapabilities = true, bool concatenatedPngObservations = true) + public UnityRLCapabilities(bool baseRlCapabilities = true, bool concatenatedPngObservations = true, bool compressionMappings = true) { BaseRLCapabilities = baseRlCapabilities; ConcatenatedPngObservations = concatenatedPngObservations; + CompressionMappings = compressionMappings; } /// diff --git a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs index c30d7ec6f9..0ec197c76e 100644 --- a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs +++ b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs @@ -25,14 +25,15 @@ static CapabilitiesReflection() { byte[] descriptorData = global::System.Convert.FromBase64String( string.Concat( "CjVtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL2NhcGFiaWxp", - "dGllcy5wcm90bxIUY29tbXVuaWNhdG9yX29iamVjdHMiWwoYVW5pdHlSTENh", + "dGllcy5wcm90bxIUY29tbXVuaWNhdG9yX29iamVjdHMieAoYVW5pdHlSTENh", "cGFiaWxpdGllc1Byb3RvEhoKEmJhc2VSTENhcGFiaWxpdGllcxgBIAEoCBIj", - "Chtjb25jYXRlbmF0ZWRQbmdPYnNlcnZhdGlvbnMYAiABKAhCJaoCIlVuaXR5", - "Lk1MQWdlbnRzLkNvbW11bmljYXRvck9iamVjdHNiBnByb3RvMw==")); + "Chtjb25jYXRlbmF0ZWRQbmdPYnNlcnZhdGlvbnMYAiABKAgSGwoTY29tcHJl", + "c3Npb25NYXBwaW5ncxgDIAEoCEIlqgIiVW5pdHkuTUxBZ2VudHMuQ29tbXVu", + "aWNhdG9yT2JqZWN0c2IGcHJvdG8z")); descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, new pbr::FileDescriptor[] { }, new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] { - new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto), global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto.Parser, new[]{ "BaseRLCapabilities", "ConcatenatedPngObservations" }, null, null, null) + new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto), global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto.Parser, new[]{ "BaseRLCapabilities", "ConcatenatedPngObservations", "CompressionMappings" }, null, null, null) })); } #endregion @@ -71,6 +72,7 @@ public UnityRLCapabilitiesProto() { public UnityRLCapabilitiesProto(UnityRLCapabilitiesProto other) : this() { baseRLCapabilities_ = other.baseRLCapabilities_; concatenatedPngObservations_ = other.concatenatedPngObservations_; + compressionMappings_ = other.compressionMappings_; _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields); } @@ -107,6 +109,20 @@ public bool ConcatenatedPngObservations { } } + /// Field number for the "compressionMappings" field. + public const int CompressionMappingsFieldNumber = 3; + private bool compressionMappings_; + /// + /// compression mapping for stacking compressed observations. + /// + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] + public bool CompressionMappings { + get { return compressionMappings_; } + set { + compressionMappings_ = value; + } + } + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] public override bool Equals(object other) { return Equals(other as UnityRLCapabilitiesProto); @@ -122,6 +138,7 @@ public bool Equals(UnityRLCapabilitiesProto other) { } if (BaseRLCapabilities != other.BaseRLCapabilities) return false; if (ConcatenatedPngObservations != other.ConcatenatedPngObservations) return false; + if (CompressionMappings != other.CompressionMappings) return false; return Equals(_unknownFields, other._unknownFields); } @@ -130,6 +147,7 @@ public override int GetHashCode() { int hash = 1; if (BaseRLCapabilities != false) hash ^= BaseRLCapabilities.GetHashCode(); if (ConcatenatedPngObservations != false) hash ^= ConcatenatedPngObservations.GetHashCode(); + if (CompressionMappings != false) hash ^= CompressionMappings.GetHashCode(); if (_unknownFields != null) { hash ^= _unknownFields.GetHashCode(); } @@ -151,6 +169,10 @@ public void WriteTo(pb::CodedOutputStream output) { output.WriteRawTag(16); output.WriteBool(ConcatenatedPngObservations); } + if (CompressionMappings != false) { + output.WriteRawTag(24); + output.WriteBool(CompressionMappings); + } if (_unknownFields != null) { _unknownFields.WriteTo(output); } @@ -165,6 +187,9 @@ public int CalculateSize() { if (ConcatenatedPngObservations != false) { size += 1 + 1; } + if (CompressionMappings != false) { + size += 1 + 1; + } if (_unknownFields != null) { size += _unknownFields.CalculateSize(); } @@ -182,6 +207,9 @@ public void MergeFrom(UnityRLCapabilitiesProto other) { if (other.ConcatenatedPngObservations != false) { ConcatenatedPngObservations = other.ConcatenatedPngObservations; } + if (other.CompressionMappings != false) { + CompressionMappings = other.CompressionMappings; + } _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields); } @@ -201,6 +229,10 @@ public void MergeFrom(pb::CodedInputStream input) { ConcatenatedPngObservations = input.ReadBool(); break; } + case 24: { + CompressionMappings = input.ReadBool(); + break; + } } } } diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py index 87a0cbd641..c74ddcff8a 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py +++ b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py @@ -19,7 +19,7 @@ name='mlagents_envs/communicator_objects/capabilities.proto', package='communicator_objects', syntax='proto3', - serialized_pb=_b('\n5mlagents_envs/communicator_objects/capabilities.proto\x12\x14\x63ommunicator_objects\"[\n\x18UnityRLCapabilitiesProto\x12\x1a\n\x12\x62\x61seRLCapabilities\x18\x01 \x01(\x08\x12#\n\x1b\x63oncatenatedPngObservations\x18\x02 \x01(\x08\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') + serialized_pb=_b('\n5mlagents_envs/communicator_objects/capabilities.proto\x12\x14\x63ommunicator_objects\"x\n\x18UnityRLCapabilitiesProto\x12\x1a\n\x12\x62\x61seRLCapabilities\x18\x01 \x01(\x08\x12#\n\x1b\x63oncatenatedPngObservations\x18\x02 \x01(\x08\x12\x1b\n\x13\x63ompressionMappings\x18\x03 \x01(\x08\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') ) @@ -46,6 +46,13 @@ message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='compressionMappings', full_name='communicator_objects.UnityRLCapabilitiesProto.compressionMappings', index=2, + number=3, type=8, cpp_type=7, label=1, + has_default_value=False, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None, file=DESCRIPTOR), ], extensions=[ ], @@ -59,7 +66,7 @@ oneofs=[ ], serialized_start=79, - serialized_end=170, + serialized_end=199, ) DESCRIPTOR.message_types_by_name['UnityRLCapabilitiesProto'] = _UNITYRLCAPABILITIESPROTO diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi index 600b817173..39ff13d701 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi +++ b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi @@ -27,17 +27,19 @@ class UnityRLCapabilitiesProto(google___protobuf___message___Message): DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... baseRLCapabilities = ... # type: builtin___bool concatenatedPngObservations = ... # type: builtin___bool + compressionMappings = ... # type: builtin___bool def __init__(self, *, baseRLCapabilities : typing___Optional[builtin___bool] = None, concatenatedPngObservations : typing___Optional[builtin___bool] = None, + compressionMappings : typing___Optional[builtin___bool] = None, ) -> None: ... @classmethod def FromString(cls, s: builtin___bytes) -> UnityRLCapabilitiesProto: ... def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ... def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ... if sys.version_info >= (3,): - def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",u"concatenatedPngObservations"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",u"compressionMappings",u"concatenatedPngObservations"]) -> None: ... else: - def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",b"baseRLCapabilities",u"concatenatedPngObservations",b"concatenatedPngObservations"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",b"baseRLCapabilities",u"compressionMappings",b"compressionMappings",u"concatenatedPngObservations",b"concatenatedPngObservations"]) -> None: ... diff --git a/ml-agents-envs/mlagents_envs/environment.py b/ml-agents-envs/mlagents_envs/environment.py index 9cd32e364a..d8bac1b90b 100644 --- a/ml-agents-envs/mlagents_envs/environment.py +++ b/ml-agents-envs/mlagents_envs/environment.py @@ -59,7 +59,8 @@ class UnityEnvironment(BaseEnv): # Revision history: # * 1.0.0 - initial version # * 1.1.0 - support concatenated PNGs for compressed observations. - API_VERSION = "1.1.0" + # * 1.2.0 - support compression mapping for stacked compressed observations. + API_VERSION = "1.2.0" # Default port that the editor listens on. If an environment executable # isn't specified, this port will be used. diff --git a/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto b/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto index 99e78a4e1f..c7c9d95b80 100644 --- a/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto +++ b/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto @@ -13,4 +13,7 @@ message UnityRLCapabilitiesProto { // concatenated PNG files for compressed visual observations with >3 channels. bool concatenatedPngObservations = 2; + + // compression mapping for stacking compressed observations. + bool compressionMappings = 3; } From e9f4d14d9a49ee22aae30ec4b2d47647c9eb0394 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 22 Sep 2020 17:22:11 -0700 Subject: [PATCH 13/42] update communicator version --- .../Runtime/Communicator/GrpcExtensions.cs | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index 695f10153c..e4b86fa623 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -253,14 +253,13 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat // Check capabilities if we need mapping for compessed observations if (compressionType != SensorCompressionType.None) { - var canHandleMapping = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.ConcatenatedPngObservations; + var canHandleMapping = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.CompressionMappings; if (!canHandleMapping) { - Debug.LogWarning($@"Attached trainer doesn't support compression mapping. - No mapping will be provided for sensor {sensor.GetName()} during decompressing. - This could potentially cause wrong observation input to trainer especially - when using compressed observation with stacking or with channels not being multiple of 3"); - compressionType = SensorCompressionType.None; + Debug.LogWarning("Attached trainer doesn't support compression mapping. " + + $"No mapping will be provided for sensor {sensor.GetName()} during decompressing. " + + "This could potentially cause wrong observation input to trainer especially " + + "when using compressed observation with stacking or with channels not being multiple of 3."); } } s_HaveWarnedAboutTrainerCapabilities = true; From 3b3e08d3ab4325b44575d5d7b034f66efb31f8ec Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 22 Sep 2020 18:19:51 -0700 Subject: [PATCH 14/42] fix test --- ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py b/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py index 1bf8fc090f..87db474e93 100644 --- a/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/tests/test_rpc_utils.py @@ -110,7 +110,7 @@ def generate_compressed_proto_obs_with_mapping( expected_shape = [ in_array.shape[0], in_array.shape[1], - len([m for m in mapping if m >= 0]), + len({m for m in mapping if m >= 0}), ] obs_proto.shape.extend(expected_shape) else: From bb011fcc6fa3b42fa5cf775262a66000d93d2004 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Wed, 23 Sep 2020 12:33:17 -0700 Subject: [PATCH 15/42] revert unneeded changes --- protobuf-definitions/make.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/protobuf-definitions/make.sh b/protobuf-definitions/make.sh index 062d27acce..dbeb925929 100755 --- a/protobuf-definitions/make.sh +++ b/protobuf-definitions/make.sh @@ -3,7 +3,7 @@ # GRPC-TOOLS required. Install with `nuget install Grpc.Tools`. # Then un-comment and replace [DIRECTORY] with location of files. # For example, on macOS, you might have something like: -COMPILER=Grpc.Tools.1.14.1/tools/macosx_x64 +# COMPILER=Grpc.Tools.1.14.1/tools/macosx_x64 # COMPILER=[DIRECTORY] SRC_DIR=proto/mlagents_envs/communicator_objects From 68597ab6c5a11ef20fe83da080e434e67cbd1d86 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Thu, 24 Sep 2020 13:01:33 -0700 Subject: [PATCH 16/42] add to change log --- com.unity.ml-agents/CHANGELOG.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/com.unity.ml-agents/CHANGELOG.md b/com.unity.ml-agents/CHANGELOG.md index 8a34b187ea..348231432c 100755 --- a/com.unity.ml-agents/CHANGELOG.md +++ b/com.unity.ml-agents/CHANGELOG.md @@ -13,11 +13,18 @@ and this project adheres to - Added the Random Network Distillation (RND) intrinsic reward signal to the Pytorch trainers. To use RND, add a `rnd` section to the `reward_signals` section of your yaml configuration file. [More information here](https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Training-Configuration-File.md#rnd-intrinsic-reward) - ### Minor Changes #### com.unity.ml-agents (C#) + - Stacking for compressed observations is now supported. An addtional setting + option `Observation Stacks` is added in editor to sensor components that support + compressed observations. An additional function `GetCompressionMapping()`is + added to generate a mapping of the channels in compressed data to the actual + channel after decompression, for the python side to decompress correctly. (#4476) #### ml-agents / ml-agents-envs / gym-unity (Python) - + - The Communication API was changed to 1.2.0 to indicate support for stacked + compressed observation. A new entry `compression_mapping` is added to the proto + to help correct decompressing. Newer versions of the package that wish to make + use of this will also needa compatible version of the trainer. (#4476) ### Bug Fixes #### com.unity.ml-agents (C#) #### ml-agents / ml-agents-envs / gym-unity (Python) From f241e0e5ace5148606858729b0622b34fcaaa759 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Thu, 24 Sep 2020 16:39:59 -0700 Subject: [PATCH 17/42] add Visual3DBall --- .../Examples/3DBall/Prefabs/3DBall.prefab | 26 +- .../3DBall/Prefabs/Visual3DBall.prefab | 744 ++++++++++++++ .../3DBall/Prefabs/Visual3DBall.prefab.meta | 7 + .../Examples/3DBall/Scenes/3DBall.unity | 19 +- .../Examples/3DBall/Scenes/Visual3DBall.unity | 908 ++++++++++++++++++ .../3DBall/Scenes/Visual3DBall.unity.meta | 7 + .../Examples/3DBall/Scripts/Ball3DAgent.cs | 12 +- .../SharedAssets/Materials/AgentGreen.mat | 81 ++ .../Materials/AgentGreen.mat.meta | 8 + 9 files changed, 1797 insertions(+), 15 deletions(-) create mode 100644 Project/Assets/ML-Agents/Examples/3DBall/Prefabs/Visual3DBall.prefab create mode 100644 Project/Assets/ML-Agents/Examples/3DBall/Prefabs/Visual3DBall.prefab.meta create mode 100644 Project/Assets/ML-Agents/Examples/3DBall/Scenes/Visual3DBall.unity create mode 100644 Project/Assets/ML-Agents/Examples/3DBall/Scenes/Visual3DBall.unity.meta create mode 100644 Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat create mode 100644 Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat.meta diff --git a/Project/Assets/ML-Agents/Examples/3DBall/Prefabs/3DBall.prefab b/Project/Assets/ML-Agents/Examples/3DBall/Prefabs/3DBall.prefab index 9825ac7393..7bed06c708 100644 --- a/Project/Assets/ML-Agents/Examples/3DBall/Prefabs/3DBall.prefab +++ b/Project/Assets/ML-Agents/Examples/3DBall/Prefabs/3DBall.prefab @@ -279,17 +279,19 @@ MonoBehaviour: m_Name: m_EditorClassIdentifier: m_BrainParameters: - 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m_ClearFlags: 1 - m_BackGroundColor: {r: 0.19215687, g: 0.3019608, b: 0.4745098, a: 0} + m_ClearFlags: 2 + m_BackGroundColor: {r: 0.46666667, g: 0.5647059, b: 0.60784316, a: 1} m_projectionMatrixMode: 1 m_SensorSize: {x: 36, y: 24} m_LensShift: {x: 0, y: 0} @@ -843,7 +843,7 @@ Transform: m_PrefabAsset: {fileID: 0} m_GameObject: {fileID: 2060751695} m_LocalRotation: {x: 0, y: 0, z: 0, w: 1} - m_LocalPosition: {x: 31.9, y: 13.9, z: -47.9} + m_LocalPosition: {x: 23.04, y: 10.81, z: -31.34} m_LocalScale: {x: 1, y: 1, z: 1} m_Children: [] m_Father: {fileID: 0} diff --git a/config/ppo/Visual3DBall.yaml b/config/ppo/Visual3DBall.yaml new file mode 100644 index 0000000000..3f2e0b12d9 --- /dev/null +++ b/config/ppo/Visual3DBall.yaml @@ -0,0 +1,26 @@ +behaviors: + Visual3DBall: + trainer_type: ppo + hyperparameters: + batch_size: 256 + buffer_size: 2560 + learning_rate: 0.0003 + beta: 0.005 + epsilon: 0.2 + lambd: 0.95 + num_epoch: 3 + learning_rate_schedule: linear + network_settings: + normalize: false + hidden_units: 128 + num_layers: 2 + vis_encode_type: simple + reward_signals: + extrinsic: + gamma: 0.99 + strength: 1.0 + keep_checkpoints: 5 + max_steps: 300000 + time_horizon: 64 + summary_freq: 40000 + threaded: true From 5c3da79e01130bb5fe6ea6080abc76fcec44b64a Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 25 Sep 2020 15:52:39 -0700 Subject: [PATCH 19/42] increase distance between agents --- .../Examples/3DBall/Scenes/Visual3DBall.unity | 22 +++++++++---------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/Project/Assets/ML-Agents/Examples/3DBall/Scenes/Visual3DBall.unity b/Project/Assets/ML-Agents/Examples/3DBall/Scenes/Visual3DBall.unity index 3e755bfae8..eee59cc5d6 100644 --- a/Project/Assets/ML-Agents/Examples/3DBall/Scenes/Visual3DBall.unity +++ b/Project/Assets/ML-Agents/Examples/3DBall/Scenes/Visual3DBall.unity @@ -228,7 +228,7 @@ PrefabInstance: objectReference: {fileID: 0} - 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target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.y @@ -399,11 +399,11 @@ PrefabInstance: objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.x - value: 15 + value: 20 objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.y - value: 15 + value: 20 objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.z @@ -460,7 +460,7 @@ PrefabInstance: objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.y - value: 15 + value: 20 objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.z @@ -630,11 +630,11 @@ PrefabInstance: objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.x - value: 30 + value: 40 objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.y - value: 15 + value: 20 objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.z @@ -732,7 +732,7 @@ PrefabInstance: objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.x - value: 45 + value: 60 objectReference: {fileID: 0} - target: {fileID: 4679453577574622, guid: ec49a7b8b70a24ab48d7ca0bf5a063a6, type: 3} propertyPath: m_LocalPosition.y @@ -843,7 +843,7 @@ Transform: m_PrefabAsset: {fileID: 0} m_GameObject: {fileID: 2060751695} m_LocalRotation: {x: 0, y: 0, z: 0, w: 1} - m_LocalPosition: {x: 23.04, y: 10.81, z: -31.34} + m_LocalPosition: {x: 28.99, y: 14.09, z: -40.6} m_LocalScale: {x: 1, y: 1, z: 1} m_Children: [] m_Father: {fileID: 0} From ab4fbeb343e93d55ef868f91cb3f8110e4c9cb0d Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 25 Sep 2020 17:02:46 -0700 Subject: [PATCH 20/42] name changes and bug fix --- .../Runtime/Sensors/GridSensor.cs | 10 +-- .../Runtime/Communicator/GrpcExtensions.cs | 74 +++++++++++++------ .../Communicator/UnityRLCapabilities.cs | 6 +- .../Grpc/CommunicatorObjects/Capabilities.cs | 40 +++++----- .../Runtime/Sensors/CameraSensor.cs | 4 +- .../Runtime/Sensors/ICompressibleSensor.cs | 6 +- .../Runtime/Sensors/RenderTextureSensor.cs | 4 +- .../Runtime/Sensors/StackingSensor.cs | 41 ++++++---- .../communicator_objects/capabilities_pb2.py | 6 +- .../communicator_objects/capabilities_pb2.pyi | 8 +- ml-agents-envs/mlagents_envs/environment.py | 1 + .../communicator_objects/capabilities.proto | 2 +- 12 files changed, 123 insertions(+), 79 deletions(-) diff --git a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs index 7ddef52abc..5aed42407f 100644 --- a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs +++ b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs @@ -9,7 +9,7 @@ namespace Unity.MLAgents.Extensions.Sensors /// /// Grid-based sensor. /// - public class GridSensor : SensorComponent, ICompressibleSensor + public class GridSensor : SensorComponent, ISparseChannelSensor { /// /// Name of this grid sensor. @@ -287,14 +287,12 @@ public virtual void SetParameters(string[] detectableObjects, int[] channelDepth if (GetCompressionType() != SensorCompressionType.None) { - var totalCannel = 0; - Array.ForEach(channelDepth, delegate (int i) { totalCannel += i; }); var compressChannel = 3; - var paddedChannel = (totalCannel + compressChannel - 1) / compressChannel; // division rounding up + var paddedChannel = (ObservationPerCell + compressChannel - 1) / compressChannel; // division rounding up m_CompressionMapping = new int[paddedChannel]; for (var i = 0; i < paddedChannel; i++) { - m_CompressionMapping[i] = i < totalCannel ? i : -1; + m_CompressionMapping[i] = i < ObservationPerCell ? i : -1; } } } @@ -487,7 +485,7 @@ public virtual SensorCompressionType GetCompressionType() return SensorCompressionType.PNG; } - public int[] GetCompressionMapping() + public int[] GetCompressedChannelMapping() { return m_CompressionMapping; } diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index e4b86fa623..6da8827aa1 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -222,7 +222,8 @@ public static List ToAgentActionList(this UnityRLInputProto.Types.ListA /// /// Static flag to make sure that we only fire the warning once. /// - private static bool s_HaveWarnedAboutTrainerCapabilities = false; + private static bool s_HaveWarnedTrainerCapabilitiesMultiPng = false; + private static bool s_HaveWarnedTrainerCapabilitiesMapping = false; /// /// Generate an ObservationProto for the sensor using the provided ObservationWriter. @@ -237,32 +238,37 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat var shape = sensor.GetObservationShape(); ObservationProto observationProto = null; var compressionType = sensor.GetCompressionType(); - if (!s_HaveWarnedAboutTrainerCapabilities) + // Check capabilities if we need to concatenate PNGs + if (compressionType == SensorCompressionType.PNG && shape.Length == 3 && shape[2] > 3) { - // Check capabilities if we need to concatenate PNGs - if (compressionType == SensorCompressionType.PNG && shape.Length == 3 && shape[2] > 3) + var trainerCanHandle = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.ConcatenatedPngObservations; + if (!trainerCanHandle) { - var canHandleMultiPNG = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.ConcatenatedPngObservations; - if (!canHandleMultiPNG) + if (!s_HaveWarnedTrainerCapabilitiesMultiPng) { Debug.LogWarning($"Attached trainer doesn't support multiple PNGs. Switching to uncompressed observations for sensor {sensor.GetName()}."); - compressionType = SensorCompressionType.None; + s_HaveWarnedTrainerCapabilitiesMultiPng = true; } + compressionType = SensorCompressionType.None; } - - // Check capabilities if we need mapping for compessed observations - if (compressionType != SensorCompressionType.None) + } + // Check capabilities if we need mapping for compressed observations + if (compressionType != SensorCompressionType.None && shape.Length == 3 && shape[2] > 3) + { + var trainerCanHandle = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.CompressedChannelMapping; + var isTrivialMapping = IsTrivialMapping(sensor); + if (!trainerCanHandle && !isTrivialMapping) { - var canHandleMapping = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.CompressionMappings; - if (!canHandleMapping) + if (!s_HaveWarnedTrainerCapabilitiesMapping) { Debug.LogWarning("Attached trainer doesn't support compression mapping. " + - $"No mapping will be provided for sensor {sensor.GetName()} during decompressing. " + - "This could potentially cause wrong observation input to trainer especially " + - "when using compressed observation with stacking or with channels not being multiple of 3."); + $"No mapping will be provided for sensor {sensor.GetName()} during decompressing. " + + "This could potentially cause wrong observation input to trainer especially " + + "when using compressed observation with stacking or with channels not being multiple of 3."); + s_HaveWarnedTrainerCapabilitiesMapping = true; } + compressionType = SensorCompressionType.None; } - s_HaveWarnedAboutTrainerCapabilities = true; } if (compressionType == SensorCompressionType.None) @@ -287,7 +293,6 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat } else { - var compressibleSensor = sensor as ICompressibleSensor; var compressedObs = sensor.GetCompressedObservation(); if (compressedObs == null) { @@ -297,13 +302,16 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat "return SensorCompressionType.None from GetCompressionType()." ); } - observationProto = new ObservationProto { CompressedData = ByteString.CopyFrom(compressedObs), CompressionType = (CompressionTypeProto)sensor.GetCompressionType(), - CompressedChannelMapping = { compressibleSensor.GetCompressionMapping() }, }; + var compressibleSensor = sensor as ISparseChannelSensor; + if (compressibleSensor != null) + { + observationProto.CompressedChannelMapping.AddRange(compressibleSensor.GetCompressedChannelMapping()); + } } observationProto.Shape.AddRange(shape); return observationProto; @@ -316,7 +324,7 @@ public static UnityRLCapabilities ToRLCapabilities(this UnityRLCapabilitiesProto { BaseRLCapabilities = proto.BaseRLCapabilities, ConcatenatedPngObservations = proto.ConcatenatedPngObservations, - CompressionMappings = proto.CompressionMappings, + CompressedChannelMapping = proto.CompressedChannelMapping, }; } @@ -326,8 +334,32 @@ public static UnityRLCapabilitiesProto ToProto(this UnityRLCapabilities rlCaps) { BaseRLCapabilities = rlCaps.BaseRLCapabilities, ConcatenatedPngObservations = rlCaps.ConcatenatedPngObservations, - CompressionMappings = rlCaps.CompressionMappings, + CompressedChannelMapping = rlCaps.CompressedChannelMapping, }; } + + private static bool IsTrivialMapping(ISensor sensor) + { + var compressibleSensor = sensor as ISparseChannelSensor; + if (compressibleSensor is null) + { + return true; + } + else + { + var mapping = compressibleSensor.GetCompressedChannelMapping(); + if (mapping == null) + { + return true; + } + var zeroMapping = new int[] { 0, 0, 0 }; + var identityMapping = Enumerable.Range(0, sensor.GetObservationShape()[2]).ToList(); + if (mapping.SequenceEqual(zeroMapping) || mapping.SequenceEqual(identityMapping)) + { + return true; + } + } + return false; + } } } diff --git a/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs b/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs index fe9ccbe318..30a72c19e3 100644 --- a/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs +++ b/com.unity.ml-agents/Runtime/Communicator/UnityRLCapabilities.cs @@ -6,17 +6,17 @@ internal class UnityRLCapabilities { public bool BaseRLCapabilities; public bool ConcatenatedPngObservations; - public bool CompressionMappings; + public bool CompressedChannelMapping; /// /// A class holding the capabilities flags for Reinforcement Learning across C# and the Trainer codebase. This /// struct will be used to inform users if and when they are using C# / Trainer features that are mismatched. /// - public UnityRLCapabilities(bool baseRlCapabilities = true, bool concatenatedPngObservations = true, bool compressionMappings = true) + public UnityRLCapabilities(bool baseRlCapabilities = true, bool concatenatedPngObservations = true, bool compressedChannelMapping = true) { BaseRLCapabilities = baseRlCapabilities; ConcatenatedPngObservations = concatenatedPngObservations; - CompressionMappings = compressionMappings; + CompressedChannelMapping = compressedChannelMapping; } /// diff --git a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs index 0ec197c76e..57050424e7 100644 --- a/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs +++ b/com.unity.ml-agents/Runtime/Grpc/CommunicatorObjects/Capabilities.cs @@ -25,15 +25,15 @@ static CapabilitiesReflection() { byte[] descriptorData = global::System.Convert.FromBase64String( string.Concat( "CjVtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL2NhcGFiaWxp", - "dGllcy5wcm90bxIUY29tbXVuaWNhdG9yX29iamVjdHMieAoYVW5pdHlSTENh", + "dGllcy5wcm90bxIUY29tbXVuaWNhdG9yX29iamVjdHMifQoYVW5pdHlSTENh", "cGFiaWxpdGllc1Byb3RvEhoKEmJhc2VSTENhcGFiaWxpdGllcxgBIAEoCBIj", - "Chtjb25jYXRlbmF0ZWRQbmdPYnNlcnZhdGlvbnMYAiABKAgSGwoTY29tcHJl", - "c3Npb25NYXBwaW5ncxgDIAEoCEIlqgIiVW5pdHkuTUxBZ2VudHMuQ29tbXVu", - "aWNhdG9yT2JqZWN0c2IGcHJvdG8z")); + "Chtjb25jYXRlbmF0ZWRQbmdPYnNlcnZhdGlvbnMYAiABKAgSIAoYY29tcHJl", + "c3NlZENoYW5uZWxNYXBwaW5nGAMgASgIQiWqAiJVbml0eS5NTEFnZW50cy5D", + "b21tdW5pY2F0b3JPYmplY3RzYgZwcm90bzM=")); descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, new pbr::FileDescriptor[] { }, new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] { - new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto), global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto.Parser, new[]{ "BaseRLCapabilities", "ConcatenatedPngObservations", "CompressionMappings" }, null, null, null) + new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto), global::Unity.MLAgents.CommunicatorObjects.UnityRLCapabilitiesProto.Parser, new[]{ "BaseRLCapabilities", "ConcatenatedPngObservations", "CompressedChannelMapping" }, null, null, null) })); } #endregion @@ -72,7 +72,7 @@ public UnityRLCapabilitiesProto() { public UnityRLCapabilitiesProto(UnityRLCapabilitiesProto other) : this() { baseRLCapabilities_ = other.baseRLCapabilities_; concatenatedPngObservations_ = other.concatenatedPngObservations_; - compressionMappings_ = other.compressionMappings_; + compressedChannelMapping_ = other.compressedChannelMapping_; _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields); } @@ -109,17 +109,17 @@ public bool ConcatenatedPngObservations { } } - /// Field number for the "compressionMappings" field. - public const int CompressionMappingsFieldNumber = 3; - private bool compressionMappings_; + /// Field number for the "compressedChannelMapping" field. + public const int CompressedChannelMappingFieldNumber = 3; + private bool compressedChannelMapping_; /// /// compression mapping for stacking compressed observations. /// [global::System.Diagnostics.DebuggerNonUserCodeAttribute] - public bool CompressionMappings { - get { return compressionMappings_; } + public bool CompressedChannelMapping { + get { return compressedChannelMapping_; } set { - compressionMappings_ = value; + compressedChannelMapping_ = value; } } @@ -138,7 +138,7 @@ public bool Equals(UnityRLCapabilitiesProto other) { } if (BaseRLCapabilities != other.BaseRLCapabilities) return false; if (ConcatenatedPngObservations != other.ConcatenatedPngObservations) return false; - if (CompressionMappings != other.CompressionMappings) return false; + if (CompressedChannelMapping != other.CompressedChannelMapping) return false; return Equals(_unknownFields, other._unknownFields); } @@ -147,7 +147,7 @@ public override int GetHashCode() { int hash = 1; if (BaseRLCapabilities != false) hash ^= BaseRLCapabilities.GetHashCode(); if (ConcatenatedPngObservations != false) hash ^= ConcatenatedPngObservations.GetHashCode(); - if (CompressionMappings != false) hash ^= CompressionMappings.GetHashCode(); + if (CompressedChannelMapping != false) hash ^= CompressedChannelMapping.GetHashCode(); if (_unknownFields != null) { hash ^= _unknownFields.GetHashCode(); } @@ -169,9 +169,9 @@ public void WriteTo(pb::CodedOutputStream output) { output.WriteRawTag(16); output.WriteBool(ConcatenatedPngObservations); } - if (CompressionMappings != false) { + if (CompressedChannelMapping != false) { output.WriteRawTag(24); - output.WriteBool(CompressionMappings); + output.WriteBool(CompressedChannelMapping); } if (_unknownFields != null) { _unknownFields.WriteTo(output); @@ -187,7 +187,7 @@ public int CalculateSize() { if (ConcatenatedPngObservations != false) { size += 1 + 1; } - if (CompressionMappings != false) { + if (CompressedChannelMapping != false) { size += 1 + 1; } if (_unknownFields != null) { @@ -207,8 +207,8 @@ public void MergeFrom(UnityRLCapabilitiesProto other) { if (other.ConcatenatedPngObservations != false) { ConcatenatedPngObservations = other.ConcatenatedPngObservations; } - if (other.CompressionMappings != false) { - CompressionMappings = other.CompressionMappings; + if (other.CompressedChannelMapping != false) { + CompressedChannelMapping = other.CompressedChannelMapping; } _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields); } @@ -230,7 +230,7 @@ public void MergeFrom(pb::CodedInputStream input) { break; } case 24: { - CompressionMappings = input.ReadBool(); + CompressedChannelMapping = input.ReadBool(); break; } } diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs index 344702b734..350bfbbdde 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs @@ -5,7 +5,7 @@ namespace Unity.MLAgents.Sensors /// /// A sensor that wraps a Camera object to generate visual observations for an agent. /// - public class CameraSensor : ICompressibleSensor + public class CameraSensor : ISparseChannelSensor { Camera m_Camera; int m_Width; @@ -131,7 +131,7 @@ public SensorCompressionType GetCompressionType() return m_CompressionType; } - public int[] GetCompressionMapping() + public int[] GetCompressedChannelMapping() { return m_CompressionMapping; } diff --git a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs index 0606ad1d0e..1c3e14f260 100644 --- a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs @@ -3,19 +3,19 @@ namespace Unity.MLAgents.Sensors /// /// Sensor interface for generating observations. /// - public interface ICompressibleSensor : ISensor + public interface ISparseChannelSensor : ISensor { /// /// Returns the mapping of the channels in compressed data to the /// actual channel after decompression. /// The mapping is a list of interger index with the same length as - /// the number of layers (channels) of the sensor. + /// the number of output layers (channels) of the sensor, including padding if there's any. /// Each index indicates the actual channel the layer will go into. /// Layers with the same index will be averaged, and layers with negative index will be dropped. /// For example, mapping for CameraSensor using grayscale and stacking of two: [0, 0, 0, 1, 1, 1] /// Mapping for GridSensor of 4 channels and stacking of two: [0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1] /// /// Mapping of the compressed data - int[] GetCompressionMapping(); + int[] GetCompressedChannelMapping(); } } diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs index 42d062721f..5edf91a864 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs @@ -5,7 +5,7 @@ namespace Unity.MLAgents.Sensors /// /// Sensor class that wraps a [RenderTexture](https://docs.unity3d.com/ScriptReference/RenderTexture.html) instance. /// - public class RenderTextureSensor : ICompressibleSensor + public class RenderTextureSensor : ISparseChannelSensor { RenderTexture m_RenderTexture; bool m_Grayscale; @@ -107,7 +107,7 @@ public SensorCompressionType GetCompressionType() return m_CompressionType; } - public int[] GetCompressionMapping() + public int[] GetCompressedChannelMapping() { return m_CompressionMapping; } diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 2cc9ab703d..1f8b536564 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -1,4 +1,5 @@ using System; +using System.Linq; using UnityEngine; namespace Unity.MLAgents.Sensors @@ -11,7 +12,7 @@ namespace Unity.MLAgents.Sensors /// Internally, a circular buffer of arrays is used. The m_CurrentIndex represents the most recent observation. /// Currently, observations are stacked on the last dimension. /// - public class StackingSensor : ICompressibleSensor + public class StackingSensor : ISparseChannelSensor { /// /// The wrapped sensor. @@ -65,15 +66,15 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) // TODO support arbitrary stacking dimension m_Shape[m_Shape.Length - 1] *= numStackedObservations; - if (m_WrappedSensor.GetCompressionType() == SensorCompressionType.None) + // Initialize uncompressed buffer anyway in case pythontrainer does not + // support the compression mapping and has to fall back to uncompressed . + m_StackedObservations = new float[numStackedObservations][]; + for (var i = 0; i < numStackedObservations; i++) { - m_StackedObservations = new float[numStackedObservations][]; - for (var i = 0; i < numStackedObservations; i++) - { - m_StackedObservations[i] = new float[m_UnstackedObservationSize]; - } + m_StackedObservations[i] = new float[m_UnstackedObservationSize]; } - else + + if (m_WrappedSensor.GetCompressionType() != SensorCompressionType.None) { m_StackedCompressedObservations = new byte[numStackedObservations][]; m_EmptyCompressedObservation = CreateEmptyPNG(); @@ -82,16 +83,28 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } - // Construct compression mapping - var compressibleSensor = m_WrappedSensor as ICompressibleSensor; - var wrappedMapping = compressibleSensor.GetCompressionMapping(); + // Construct stacked compression mapping + int[] wrappedMapping; int wrappedNumChannel = shape[2]; + var compressibleSensor = m_WrappedSensor as ISparseChannelSensor; + if (compressibleSensor != null) + { + wrappedMapping = compressibleSensor.GetCompressedChannelMapping(); + } + else if (wrappedNumChannel == 1) + { + wrappedMapping = new int[] { 0, 0, 0 }; + } + else + { + wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); ; + } + int wrappedMapLength = wrappedMapping.Length; - int offset; m_CompressionMapping = new int[wrappedMapLength * m_NumStackedObservations]; for (var i = 0; i < numStackedObservations; i++) { - offset = wrappedNumChannel * i; + var offset = wrappedNumChannel * i; for (var j = 0; j < wrappedMapLength; j++) { m_CompressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] >= 0 ? wrappedMapping[j] + offset : -1; @@ -187,7 +200,7 @@ public byte[] GetCompressedObservation() return outputBytes; } - public int[] GetCompressionMapping() + public int[] GetCompressedChannelMapping() { return m_CompressionMapping; } diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py index c74ddcff8a..563e483a8e 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py +++ b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.py @@ -19,7 +19,7 @@ name='mlagents_envs/communicator_objects/capabilities.proto', package='communicator_objects', syntax='proto3', - serialized_pb=_b('\n5mlagents_envs/communicator_objects/capabilities.proto\x12\x14\x63ommunicator_objects\"x\n\x18UnityRLCapabilitiesProto\x12\x1a\n\x12\x62\x61seRLCapabilities\x18\x01 \x01(\x08\x12#\n\x1b\x63oncatenatedPngObservations\x18\x02 \x01(\x08\x12\x1b\n\x13\x63ompressionMappings\x18\x03 \x01(\x08\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') + serialized_pb=_b('\n5mlagents_envs/communicator_objects/capabilities.proto\x12\x14\x63ommunicator_objects\"}\n\x18UnityRLCapabilitiesProto\x12\x1a\n\x12\x62\x61seRLCapabilities\x18\x01 \x01(\x08\x12#\n\x1b\x63oncatenatedPngObservations\x18\x02 \x01(\x08\x12 \n\x18\x63ompressedChannelMapping\x18\x03 \x01(\x08\x42%\xaa\x02\"Unity.MLAgents.CommunicatorObjectsb\x06proto3') ) @@ -47,7 +47,7 @@ is_extension=False, extension_scope=None, options=None, file=DESCRIPTOR), _descriptor.FieldDescriptor( - name='compressionMappings', full_name='communicator_objects.UnityRLCapabilitiesProto.compressionMappings', index=2, + name='compressedChannelMapping', full_name='communicator_objects.UnityRLCapabilitiesProto.compressedChannelMapping', index=2, number=3, type=8, cpp_type=7, label=1, has_default_value=False, default_value=False, message_type=None, enum_type=None, containing_type=None, @@ -66,7 +66,7 @@ oneofs=[ ], serialized_start=79, - serialized_end=199, + serialized_end=204, ) DESCRIPTOR.message_types_by_name['UnityRLCapabilitiesProto'] = _UNITYRLCAPABILITIESPROTO diff --git a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi index 39ff13d701..d2bc066912 100644 --- a/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi +++ b/ml-agents-envs/mlagents_envs/communicator_objects/capabilities_pb2.pyi @@ -27,19 +27,19 @@ class UnityRLCapabilitiesProto(google___protobuf___message___Message): DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... baseRLCapabilities = ... # type: builtin___bool concatenatedPngObservations = ... # type: builtin___bool - compressionMappings = ... # type: builtin___bool + compressedChannelMapping = ... # type: builtin___bool def __init__(self, *, baseRLCapabilities : typing___Optional[builtin___bool] = None, concatenatedPngObservations : typing___Optional[builtin___bool] = None, - compressionMappings : typing___Optional[builtin___bool] = None, + compressedChannelMapping : typing___Optional[builtin___bool] = None, ) -> None: ... @classmethod def FromString(cls, s: builtin___bytes) -> UnityRLCapabilitiesProto: ... def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ... def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ... if sys.version_info >= (3,): - def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",u"compressionMappings",u"concatenatedPngObservations"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",u"compressedChannelMapping",u"concatenatedPngObservations"]) -> None: ... else: - def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",b"baseRLCapabilities",u"compressionMappings",b"compressionMappings",u"concatenatedPngObservations",b"concatenatedPngObservations"]) -> None: ... + def ClearField(self, field_name: typing_extensions___Literal[u"baseRLCapabilities",b"baseRLCapabilities",u"compressedChannelMapping",b"compressedChannelMapping",u"concatenatedPngObservations",b"concatenatedPngObservations"]) -> None: ... diff --git a/ml-agents-envs/mlagents_envs/environment.py b/ml-agents-envs/mlagents_envs/environment.py index d8bac1b90b..2997b72680 100644 --- a/ml-agents-envs/mlagents_envs/environment.py +++ b/ml-agents-envs/mlagents_envs/environment.py @@ -119,6 +119,7 @@ def _get_capabilities_proto() -> UnityRLCapabilitiesProto: capabilities = UnityRLCapabilitiesProto() capabilities.baseRLCapabilities = True capabilities.concatenatedPngObservations = True + capabilities.compressedChannelMapping = True return capabilities @staticmethod diff --git a/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto b/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto index c7c9d95b80..7f03b20886 100644 --- a/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto +++ b/protobuf-definitions/proto/mlagents_envs/communicator_objects/capabilities.proto @@ -15,5 +15,5 @@ message UnityRLCapabilitiesProto { bool concatenatedPngObservations = 2; // compression mapping for stacking compressed observations. - bool compressionMappings = 3; + bool compressedChannelMapping = 3; } From 7a653146d5aaf1cfc3e01ad84222774ead4320ca Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 25 Sep 2020 18:20:53 -0700 Subject: [PATCH 21/42] change ICompressibleSensor to ISparseChannelSensor --- .../Runtime/Sensors/GridSensor.cs | 20 +------ com.unity.ml-agents/CHANGELOG.md | 13 ++-- .../Runtime/Communicator/GrpcExtensions.cs | 32 +++++----- .../Runtime/Sensors/CameraSensor.cs | 20 +------ ...sibleSensor.cs => ISparseChannelSensor.cs} | 5 +- ...r.cs.meta => ISparseChannelSensor.cs.meta} | 2 +- .../Runtime/Sensors/RenderTextureSensor.cs | 21 +------ .../Runtime/Sensors/StackingSensor.cs | 60 ++++++++++--------- 8 files changed, 59 insertions(+), 114 deletions(-) rename com.unity.ml-agents/Runtime/Sensors/{ICompressibleSensor.cs => ISparseChannelSensor.cs} (84%) rename com.unity.ml-agents/Runtime/Sensors/{ICompressibleSensor.cs.meta => ISparseChannelSensor.cs.meta} (83%) diff --git a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs index 5aed42407f..5e9a937935 100644 --- a/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs +++ b/com.unity.ml-agents.extensions/Runtime/Sensors/GridSensor.cs @@ -9,7 +9,7 @@ namespace Unity.MLAgents.Extensions.Sensors /// /// Grid-based sensor. /// - public class GridSensor : SensorComponent, ISparseChannelSensor + public class GridSensor : SensorComponent, ISensor { /// /// Name of this grid sensor. @@ -203,8 +203,6 @@ public enum GridDepthType { Channel, ChannelHot }; /// private int[] m_Shape; - int[] m_CompressionMapping; - // // Debug Parameters // @@ -284,17 +282,6 @@ public virtual void SetParameters(string[] detectableObjects, int[] channelDepth this.DiffNumSideZX = (GridNumSideZ - GridNumSideX); this.OffsetGridNumSide = (GridNumSideZ - 1f) / 2f; this.DebugColors = debugColors; - - if (GetCompressionType() != SensorCompressionType.None) - { - var compressChannel = 3; - var paddedChannel = (ObservationPerCell + compressChannel - 1) / compressChannel; // division rounding up - m_CompressionMapping = new int[paddedChannel]; - for (var i = 0; i < paddedChannel; i++) - { - m_CompressionMapping[i] = i < ObservationPerCell ? i : -1; - } - } } /// @@ -485,11 +472,6 @@ public virtual SensorCompressionType GetCompressionType() return SensorCompressionType.PNG; } - public int[] GetCompressedChannelMapping() - { - return m_CompressionMapping; - } - /// /// GetCompressedObservation - Calls Perceive then puts the data stored on the perception buffer /// onto the m_perceptionTexture2D to be converted to a byte array and returned diff --git a/com.unity.ml-agents/CHANGELOG.md b/com.unity.ml-agents/CHANGELOG.md index 348231432c..75f4ca3045 100755 --- a/com.unity.ml-agents/CHANGELOG.md +++ b/com.unity.ml-agents/CHANGELOG.md @@ -17,14 +17,15 @@ and this project adheres to #### com.unity.ml-agents (C#) - Stacking for compressed observations is now supported. An addtional setting option `Observation Stacks` is added in editor to sensor components that support - compressed observations. An additional function `GetCompressionMapping()`is - added to generate a mapping of the channels in compressed data to the actual - channel after decompression, for the python side to decompress correctly. (#4476) + compressed observations. An new class `ISparseChannelSensor` with an + additional function `GetCompressedChannelMapping()`is added to generate a mapping + of the channels in compressed data to the actual channel after decompression, + for the python side to decompress correctly. (#4476) #### ml-agents / ml-agents-envs / gym-unity (Python) - The Communication API was changed to 1.2.0 to indicate support for stacked - compressed observation. A new entry `compression_mapping` is added to the proto - to help correct decompressing. Newer versions of the package that wish to make - use of this will also needa compatible version of the trainer. (#4476) + compressed observation. A new entry `compressed_channel_mapping` is added to the + proto to handle decompression correctly. Newer versions of the package that wish to + make use of this will also need a compatible version of the trainer. (#4476) ### Bug Fixes #### com.unity.ml-agents (C#) #### ml-agents / ml-agents-envs / gym-unity (Python) diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index 6da8827aa1..27a8d18aaa 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -255,16 +255,15 @@ public static ObservationProto GetObservationProto(this ISensor sensor, Observat // Check capabilities if we need mapping for compressed observations if (compressionType != SensorCompressionType.None && shape.Length == 3 && shape[2] > 3) { - var trainerCanHandle = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.CompressedChannelMapping; + var trainerCanHandleMapping = Academy.Instance.TrainerCapabilities == null || Academy.Instance.TrainerCapabilities.CompressedChannelMapping; var isTrivialMapping = IsTrivialMapping(sensor); - if (!trainerCanHandle && !isTrivialMapping) + if (!trainerCanHandleMapping && !isTrivialMapping) { if (!s_HaveWarnedTrainerCapabilitiesMapping) { - Debug.LogWarning("Attached trainer doesn't support compression mapping. " + - $"No mapping will be provided for sensor {sensor.GetName()} during decompressing. " + - "This could potentially cause wrong observation input to trainer especially " + - "when using compressed observation with stacking or with channels not being multiple of 3."); + Debug.LogWarning($"The sensor {sensor.GetName()} is using non-trivial mapping and " + + "the attached trainer doesn't support compression mapping. " + + "Switching to uncompressed observations."); s_HaveWarnedTrainerCapabilitiesMapping = true; } compressionType = SensorCompressionType.None; @@ -345,19 +344,16 @@ private static bool IsTrivialMapping(ISensor sensor) { return true; } - else + var mapping = compressibleSensor.GetCompressedChannelMapping(); + if (mapping == null) { - var mapping = compressibleSensor.GetCompressedChannelMapping(); - if (mapping == null) - { - return true; - } - var zeroMapping = new int[] { 0, 0, 0 }; - var identityMapping = Enumerable.Range(0, sensor.GetObservationShape()[2]).ToList(); - if (mapping.SequenceEqual(zeroMapping) || mapping.SequenceEqual(identityMapping)) - { - return true; - } + return true; + } + var zeroMapping = new int[] { 0, 0, 0 }; + var identityMapping = Enumerable.Range(0, sensor.GetObservationShape()[2]).ToList(); + if (mapping.SequenceEqual(zeroMapping) || mapping.SequenceEqual(identityMapping)) + { + return true; } return false; } diff --git a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs index 350bfbbdde..9dc54c55d2 100644 --- a/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/CameraSensor.cs @@ -5,7 +5,7 @@ namespace Unity.MLAgents.Sensors /// /// A sensor that wraps a Camera object to generate visual observations for an agent. /// - public class CameraSensor : ISparseChannelSensor + public class CameraSensor : ISensor { Camera m_Camera; int m_Width; @@ -13,7 +13,6 @@ public class CameraSensor : ISparseChannelSensor bool m_Grayscale; string m_Name; int[] m_Shape; - int[] m_CompressionMapping; SensorCompressionType m_CompressionType; /// @@ -54,18 +53,6 @@ public CameraSensor( m_Name = name; m_Shape = GenerateShape(width, height, grayscale); m_CompressionType = compression; - - if (m_CompressionType != SensorCompressionType.None) - { - if (m_Grayscale) - { - m_CompressionMapping = new int[] { 0, 0, 0 }; - } - else - { - m_CompressionMapping = new int[] { 0, 1, 2 }; - } - } } /// @@ -131,11 +118,6 @@ public SensorCompressionType GetCompressionType() return m_CompressionType; } - public int[] GetCompressedChannelMapping() - { - return m_CompressionMapping; - } - /// /// Renders a Camera instance to a 2D texture at the corresponding resolution. /// diff --git a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs b/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs similarity index 84% rename from com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs rename to com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs index 1c3e14f260..41188022da 100644 --- a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs @@ -6,10 +6,9 @@ namespace Unity.MLAgents.Sensors public interface ISparseChannelSensor : ISensor { /// - /// Returns the mapping of the channels in compressed data to the - /// actual channel after decompression. + /// Returns the mapping of the channels in compressed data to the actual channel after decompression. /// The mapping is a list of interger index with the same length as - /// the number of output layers (channels) of the sensor, including padding if there's any. + /// the number of output observation layers (channels), including padding if there's any. /// Each index indicates the actual channel the layer will go into. /// Layers with the same index will be averaged, and layers with negative index will be dropped. /// For example, mapping for CameraSensor using grayscale and stacking of two: [0, 0, 0, 1, 1, 1] diff --git a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta b/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs.meta similarity index 83% rename from com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta rename to com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs.meta index 0fc21e488b..bebec4f1cf 100644 --- a/com.unity.ml-agents/Runtime/Sensors/ICompressibleSensor.cs.meta +++ b/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs.meta @@ -1,5 +1,5 @@ fileFormatVersion: 2 -guid: 46b071e3f82364abbb97d6da2a57e288 +guid: 63bb76c1e31c24fa5b4a384ea0edbfb0 MonoImporter: externalObjects: {} serializedVersion: 2 diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs index 5edf91a864..f38ddc8dd6 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensor.cs @@ -5,7 +5,7 @@ namespace Unity.MLAgents.Sensors /// /// Sensor class that wraps a [RenderTexture](https://docs.unity3d.com/ScriptReference/RenderTexture.html) instance. /// - public class RenderTextureSensor : ISparseChannelSensor + public class RenderTextureSensor : ISensor { RenderTexture m_RenderTexture; bool m_Grayscale; @@ -13,8 +13,6 @@ public class RenderTextureSensor : ISparseChannelSensor int[] m_Shape; SensorCompressionType m_CompressionType; - int[] m_CompressionMapping; - /// /// The compression type used by the sensor. /// @@ -44,18 +42,6 @@ public RenderTextureSensor( m_Name = name; m_Shape = new[] { height, width, grayscale ? 1 : 3 }; m_CompressionType = compressionType; - - if (m_CompressionType != SensorCompressionType.None) - { - if (m_Grayscale) - { - m_CompressionMapping = new int[] { 0, 0, 0 }; - } - else - { - m_CompressionMapping = new int[] { 0, 1, 2 }; - } - } } /// @@ -107,11 +93,6 @@ public SensorCompressionType GetCompressionType() return m_CompressionType; } - public int[] GetCompressedChannelMapping() - { - return m_CompressionMapping; - } - /// /// Converts a RenderTexture to a 2D texture. /// diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 1f8b536564..36a3c5f8a1 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -82,34 +82,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) { m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } - - // Construct stacked compression mapping - int[] wrappedMapping; - int wrappedNumChannel = shape[2]; - var compressibleSensor = m_WrappedSensor as ISparseChannelSensor; - if (compressibleSensor != null) - { - wrappedMapping = compressibleSensor.GetCompressedChannelMapping(); - } - else if (wrappedNumChannel == 1) - { - wrappedMapping = new int[] { 0, 0, 0 }; - } - else - { - wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); ; - } - - int wrappedMapLength = wrappedMapping.Length; - m_CompressionMapping = new int[wrappedMapLength * m_NumStackedObservations]; - for (var i = 0; i < numStackedObservations; i++) - { - var offset = wrappedNumChannel * i; - for (var j = 0; j < wrappedMapLength; j++) - { - m_CompressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] >= 0 ? wrappedMapping[j] + offset : -1; - } - } + m_CompressionMapping = ConstructStackedCompressedChannelMapping(wrapped); } } @@ -221,5 +194,36 @@ public byte[] CreateEmptyPNG() var texture2D = new Texture2D(width, height, TextureFormat.RGB24, false); return texture2D.EncodeToPNG(); } + + public int[] ConstructStackedCompressedChannelMapping(ISensor wrappedSenesor) + { + int[] wrappedMapping; + int wrappedNumChannel = wrappedSenesor.GetObservationShape()[2]; + var compressibleSensor = m_WrappedSensor as ISparseChannelSensor; + if (compressibleSensor != null) + { + wrappedMapping = compressibleSensor.GetCompressedChannelMapping(); + } + else if (wrappedNumChannel == 1) + { + wrappedMapping = new int[] { 0, 0, 0 }; + } + else + { + wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); ; + } + + int wrappedMapLength = wrappedMapping.Length; + var compressionMapping = new int[wrappedMapLength * m_NumStackedObservations]; + for (var i = 0; i < m_NumStackedObservations; i++) + { + var offset = wrappedNumChannel * i; + for (var j = 0; j < wrappedMapLength; j++) + { + compressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] >= 0 ? wrappedMapping[j] + offset : -1; + } + } + return compressionMapping; + } } } From 071b7a447be20cdcfa7cdaff7ce4ddeeeda83237 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 25 Sep 2020 18:54:04 -0700 Subject: [PATCH 22/42] fix typo --- .../Runtime/Sensors/StackingSensor.cs | 30 +++++++++++-------- 1 file changed, 17 insertions(+), 13 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 36a3c5f8a1..4829616ea8 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -66,8 +66,8 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) // TODO support arbitrary stacking dimension m_Shape[m_Shape.Length - 1] *= numStackedObservations; - // Initialize uncompressed buffer anyway in case pythontrainer does not - // support the compression mapping and has to fall back to uncompressed . + // Initialize uncompressed buffer anyway in case python trainer does not + // support the compression mapping and has to fall back to uncompressed obs. m_StackedObservations = new float[numStackedObservations][]; for (var i = 0; i < numStackedObservations; i++) { @@ -120,14 +120,11 @@ public void Reset() { m_WrappedSensor.Reset(); // Zero out the buffer. - if (m_WrappedSensor.GetCompressionType() == SensorCompressionType.None) + for (var i = 0; i < m_NumStackedObservations; i++) { - for (var i = 0; i < m_NumStackedObservations; i++) - { - Array.Clear(m_StackedObservations[i], 0, m_StackedObservations[i].Length); - } + Array.Clear(m_StackedObservations[i], 0, m_StackedObservations[i].Length); } - else + if (m_WrappedSensor.GetCompressionType() != SensorCompressionType.None) { for (var i = 0; i < m_NumStackedObservations; i++) { @@ -210,17 +207,24 @@ public int[] ConstructStackedCompressedChannelMapping(ISensor wrappedSenesor) } else { - wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); ; + wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); } - int wrappedMapLength = wrappedMapping.Length; - var compressionMapping = new int[wrappedMapLength * m_NumStackedObservations]; + int paddedMapLength = (wrappedMapping.Length + 2) / 3 * 3; // Pad to multiple of 3 + var compressionMapping = new int[paddedMapLength * m_NumStackedObservations]; for (var i = 0; i < m_NumStackedObservations; i++) { var offset = wrappedNumChannel * i; - for (var j = 0; j < wrappedMapLength; j++) + for (var j = 0; j < paddedMapLength; j++) { - compressionMapping[j + wrappedMapLength * i] = wrappedMapping[j] >= 0 ? wrappedMapping[j] + offset : -1; + if (j < wrappedMapping.Length) + { + compressionMapping[j + paddedMapLength * i] = wrappedMapping[j] >= 0 ? wrappedMapping[j] + offset : -1; + } + else + { + compressionMapping[j + paddedMapLength * i] = -1; + } } } return compressionMapping; From b5bb5ddfcb06dc0acb6039d4a54aa95e1de24c05 Mon Sep 17 00:00:00 2001 From: "Ruo-Ping (Rachel) Dong" Date: Mon, 28 Sep 2020 20:50:59 -0400 Subject: [PATCH 23/42] Update com.unity.ml-agents/CHANGELOG.md Co-authored-by: Vincent-Pierre BERGES --- com.unity.ml-agents/CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/com.unity.ml-agents/CHANGELOG.md b/com.unity.ml-agents/CHANGELOG.md index 75f4ca3045..56c69dc0ab 100755 --- a/com.unity.ml-agents/CHANGELOG.md +++ b/com.unity.ml-agents/CHANGELOG.md @@ -25,7 +25,7 @@ and this project adheres to - The Communication API was changed to 1.2.0 to indicate support for stacked compressed observation. A new entry `compressed_channel_mapping` is added to the proto to handle decompression correctly. Newer versions of the package that wish to - make use of this will also need a compatible version of the trainer. (#4476) + make use of this will also need a compatible version of the Python trainers. (#4476) ### Bug Fixes #### com.unity.ml-agents (C#) #### ml-agents / ml-agents-envs / gym-unity (Python) From 75dc21b071c6e05fbadf7a2351db8a98b6e9f467 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Mon, 28 Sep 2020 18:38:20 -0700 Subject: [PATCH 24/42] refactor --- .../Runtime/Communicator/GrpcExtensions.cs | 16 +++-- .../Sensors/RenderTextureSensorComponent.cs | 2 +- .../Runtime/Sensors/StackingSensor.cs | 37 ++++++---- ml-agents-envs/mlagents_envs/rpc_utils.py | 71 ++++++++++--------- 4 files changed, 75 insertions(+), 51 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index 27a8d18aaa..efc7b668d3 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -349,13 +349,21 @@ private static bool IsTrivialMapping(ISensor sensor) { return true; } - var zeroMapping = new int[] { 0, 0, 0 }; - var identityMapping = Enumerable.Range(0, sensor.GetObservationShape()[2]).ToList(); - if (mapping.SequenceEqual(zeroMapping) || mapping.SequenceEqual(identityMapping)) + // check if mapping equals zero mapping + if (mapping.Length == 3 && mapping.All(m => m == 0)) { return true; } - return false; + // check if mapping equals identity mapping + bool isIdentityMapping = true; + for (var i = 0; i < mapping.Length; i++) + { + if (mapping[i] != i) + { + isIdentityMapping = false; + } + } + return isIdentityMapping; } } } diff --git a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs index 408129668a..d22a3ffcaf 100644 --- a/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs +++ b/com.unity.ml-agents/Runtime/Sensors/RenderTextureSensorComponent.cs @@ -102,7 +102,7 @@ public override int[] GetObservationShape() var stacks = ObservationStacks > 1 ? ObservationStacks : 1; if (stacks > 1) { - observationShape[observationShape.Length - 1] *= stacks; + observationShape[2] *= stacks; } return observationShape; diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 4829616ea8..e6fe909a9c 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -184,7 +184,7 @@ public SensorCompressionType GetCompressionType() /// /// Create Empty PNG for initializing the buffer for stacking. /// - public byte[] CreateEmptyPNG() + internal byte[] CreateEmptyPNG() { int height = m_WrappedSensor.GetObservationShape()[0]; int width = m_WrappedSensor.GetObservationShape()[1]; @@ -192,24 +192,37 @@ public byte[] CreateEmptyPNG() return texture2D.EncodeToPNG(); } - public int[] ConstructStackedCompressedChannelMapping(ISensor wrappedSenesor) + + /// + /// Constrct stacked CompressedChannelMapping. + /// + internal int[] ConstructStackedCompressedChannelMapping(ISensor wrappedSenesor) { - int[] wrappedMapping; + // Get CompressedChannelMapping of the wrapped sensor. If the + // wrapped sensor doesn't have one, use default mapping. + // Default mapping: {0, 0, 0} for grayscale, identity mapping {1, 2, ..., n} otherwise. + int[] wrappedMapping = null; int wrappedNumChannel = wrappedSenesor.GetObservationShape()[2]; - var compressibleSensor = m_WrappedSensor as ISparseChannelSensor; - if (compressibleSensor != null) - { - wrappedMapping = compressibleSensor.GetCompressedChannelMapping(); - } - else if (wrappedNumChannel == 1) + var sparseChannelSensor = m_WrappedSensor as ISparseChannelSensor; + if (sparseChannelSensor != null) { - wrappedMapping = new int[] { 0, 0, 0 }; + wrappedMapping = sparseChannelSensor.GetCompressedChannelMapping(); } - else + if (wrappedMapping == null) { - wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); + if (wrappedNumChannel == 1) + { + wrappedMapping = new int[] { 0, 0, 0 }; + } + else + { + wrappedMapping = Enumerable.Range(0, wrappedNumChannel).ToArray(); + } } + // Construct stacked mapping using the mapping of wrapped sensor. + // First pad the wrapped mapping to multiple of 3, then repeat + // and add offset to each copy to form the stacked mapping. int paddedMapLength = (wrappedMapping.Length + 2) / 3 * 3; // Pad to multiple of 3 var compressionMapping = new int[paddedMapLength * m_NumStackedObservations]; for (var i = 0; i < m_NumStackedObservations; i++) diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 2b76b3e7c8..411f754ac7 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -108,35 +108,43 @@ def process_pixels( break if mappings is not None and len(mappings) > 0: - image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) - if len(mappings) != len(image_arrays): - raise UnityObservationException( - f"Compressed observation and its mapping had different number of channels - " - f"observation had {len(image_arrays)} channels but its mapping had {len(mappings)} channels" - ) + return process_images_mapping(image_arrays, mappings) + else: + return process_images_num_channels(image_arrays, expected_channels) - processed_image_arrays: List[np.array] = [[] for _ in range(expected_channels)] - for mapping_idx, img in zip(mappings, image_arrays): - if mapping_idx > -1: - processed_image_arrays[mapping_idx].append(img) - for i, img_array in enumerate(processed_image_arrays): - processed_image_arrays[i] = np.mean(img_array, axis=0) - img = np.stack(processed_image_arrays, axis=2) - else: - # Old API without mapping provided. Use the first n channel, n=expected_channels. - if expected_channels == 1: - # Convert to grayscale - img = np.mean(image_arrays[0], axis=2) - img = np.reshape(img, [img.shape[0], img.shape[1], 1]) - else: - img = np.concatenate(image_arrays, axis=2) - # We can drop additional channels since they may need to be added to include - # numbers of observation channels not divisible by 3. - actual_channels = list(img.shape)[2] - if actual_channels > expected_channels: - img = img[..., 0:expected_channels] +def process_images_mapping(image_arrays, mappings): + if len(mappings) != len(image_arrays): + raise UnityObservationException( + f"Compressed observation and its mapping had different number of channels - " + f"observation had {len(image_arrays)} channels but its mapping had {len(mappings)} channels" + ) + + image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) + processed_image_arrays: List[np.array] = [[] for _ in range(max(mappings) + 1)] + for mapping_idx, img in zip(mappings, image_arrays): + if mapping_idx > -1: + processed_image_arrays[mapping_idx].append(img) + for i, img_array in enumerate(processed_image_arrays): + processed_image_arrays[i] = np.mean(img_array, axis=0) + img = np.stack(processed_image_arrays, axis=2) + return img + + +# Old API without mapping provided. Use the first n channel, n=expected_channels. +def process_images_num_channels(image_arrays, expected_channels): + if expected_channels == 1: + # Convert to grayscale + img = np.mean(image_arrays[0], axis=2) + img = np.reshape(img, [img.shape[0], img.shape[1], 1]) + else: + img = np.concatenate(image_arrays, axis=2) + # We can drop additional channels since they may need to be added to include + # numbers of observation channels not divisible by 3. + actual_channels = list(img.shape)[2] + if actual_channels > expected_channels: + img = img[..., 0:expected_channels] return img @@ -161,14 +169,9 @@ def observation_to_np_array( img = np.reshape(img, obs.shape) return img else: - if "compressed_channel_mapping" in (f.name for f in obs.DESCRIPTOR.fields): - img = process_pixels( - obs.compressed_data, - expected_channels, - list(obs.compressed_channel_mapping), - ) - else: - img = process_pixels(obs.compressed_data, expected_channels) + img = process_pixels( + obs.compressed_data, expected_channels, list(obs.compressed_channel_mapping) + ) # Compare decompressed image size to observation shape and make sure they match if list(obs.shape) != list(img.shape): raise UnityObservationException( From 70cf2273903ce2fc8c940d9943f91dcc7a85aaaf Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 29 Sep 2020 10:36:19 -0700 Subject: [PATCH 25/42] add checks for mapping --- ml-agents-envs/mlagents_envs/rpc_utils.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 411f754ac7..746ab9fbb2 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -119,6 +119,16 @@ def process_images_mapping(image_arrays, mappings): f"Compressed observation and its mapping had different number of channels - " f"observation had {len(image_arrays)} channels but its mapping had {len(mappings)} channels" ) + if len(set(mappings)) != max(mappings) + 1: + raise UnityObservationException( + f"Invalid Compressed Channel Mapping: the mapping {mappings} does not have the correct format." + ) + if max(mappings) >= len(image_arrays): + raise UnityObservationException( + f"Invalid Compressed Channel Mapping: the mapping has index larger than the total " + f"number of channels in observation - mapping index {max(mappings)} is" + f"invalid for input observation with {len(image_arrays)} channels." + ) image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) processed_image_arrays: List[np.array] = [[] for _ in range(max(mappings) + 1)] From 1202030d232335acc0f8c4e23c1cef389ae997cc Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 29 Sep 2020 10:41:22 -0700 Subject: [PATCH 26/42] comment --- com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index e6fe909a9c..41b598f83c 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -223,7 +223,7 @@ internal int[] ConstructStackedCompressedChannelMapping(ISensor wrappedSenesor) // Construct stacked mapping using the mapping of wrapped sensor. // First pad the wrapped mapping to multiple of 3, then repeat // and add offset to each copy to form the stacked mapping. - int paddedMapLength = (wrappedMapping.Length + 2) / 3 * 3; // Pad to multiple of 3 + int paddedMapLength = (wrappedMapping.Length + 2) / 3 * 3; var compressionMapping = new int[paddedMapLength * m_NumStackedObservations]; for (var i = 0; i < m_NumStackedObservations; i++) { From bd191654e1ff9a3e66c14edbbe051d47d9f1c8b1 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 29 Sep 2020 11:24:15 -0700 Subject: [PATCH 27/42] fix test --- ml-agents-envs/mlagents_envs/rpc_utils.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 746ab9fbb2..3798a7147d 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -114,12 +114,14 @@ def process_pixels( def process_images_mapping(image_arrays, mappings): + image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) + if len(mappings) != len(image_arrays): raise UnityObservationException( f"Compressed observation and its mapping had different number of channels - " f"observation had {len(image_arrays)} channels but its mapping had {len(mappings)} channels" ) - if len(set(mappings)) != max(mappings) + 1: + if len({m for m in mappings if m > -1}) != max(mappings) + 1: raise UnityObservationException( f"Invalid Compressed Channel Mapping: the mapping {mappings} does not have the correct format." ) @@ -130,7 +132,6 @@ def process_images_mapping(image_arrays, mappings): f"invalid for input observation with {len(image_arrays)} channels." ) - image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) processed_image_arrays: List[np.array] = [[] for _ in range(max(mappings) + 1)] for mapping_idx, img in zip(mappings, image_arrays): if mapping_idx > -1: From d2400778e99b01764c8df0bf459971f5a054c56d Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 29 Sep 2020 16:40:02 -0700 Subject: [PATCH 28/42] add c# tests --- .../Tests/Editor/Sensor/StackingSensorTests.cs | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs index 8626fe3121..fa4c91bca3 100644 --- a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs @@ -1,4 +1,5 @@ using NUnit.Framework; +using UnityEngine; using Unity.MLAgents.Sensors; namespace Unity.MLAgents.Tests @@ -60,5 +61,21 @@ public void TestStackingReset() wrapped.AddObservation(new[] { 5f, 6f }); SensorTestHelper.CompareObservation(sensor, new[] { 0f, 0f, 0f, 0f, 5f, 6f }); } + + [Test] + public void TestStackingMapping() + { + // Test grayscale stacked mapping with CameraSensor + CameraSensor cameraSensor = new CameraSensor(new Camera(), 64, 64, + true, "grayscaleCamera", SensorCompressionType.PNG); + ISparseChannelSensor stackedCameraSensor = new StackingSensor(cameraSensor, 2); + Assert.AreEqual(stackedCameraSensor.GetCompressedChannelMapping(), new[] { 0, 0, 0, 1, 1, 1 }); + + // Test RGB stacked mapping with RenderTextureSensor + RenderTextureSensor renderTextureSensor = new RenderTextureSensor(new RenderTexture(24, 16, 0), + false, "renderTexture", SensorCompressionType.PNG); + ISparseChannelSensor stackedRenderTextureSensor = new StackingSensor(renderTextureSensor, 2); + Assert.AreEqual(stackedRenderTextureSensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, 4, 5 }); + } } } From a515dc90f20a27d9c27b66aa845245a1c3073ac8 Mon Sep 17 00:00:00 2001 From: "Ruo-Ping (Rachel) Dong" Date: Wed, 30 Sep 2020 18:33:17 -0400 Subject: [PATCH 29/42] Update com.unity.ml-agents/CHANGELOG.md Co-authored-by: Chris Elion --- com.unity.ml-agents/CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/com.unity.ml-agents/CHANGELOG.md b/com.unity.ml-agents/CHANGELOG.md index 56c69dc0ab..4d8ffb3a3c 100755 --- a/com.unity.ml-agents/CHANGELOG.md +++ b/com.unity.ml-agents/CHANGELOG.md @@ -17,7 +17,7 @@ and this project adheres to #### com.unity.ml-agents (C#) - Stacking for compressed observations is now supported. An addtional setting option `Observation Stacks` is added in editor to sensor components that support - compressed observations. An new class `ISparseChannelSensor` with an + compressed observations. A new class `ISparseChannelSensor` with an additional function `GetCompressedChannelMapping()`is added to generate a mapping of the channels in compressed data to the actual channel after decompression, for the python side to decompress correctly. (#4476) From ac2a8ca72dc68d85307e3beb4f8367a6d2b894c8 Mon Sep 17 00:00:00 2001 From: "Ruo-Ping (Rachel) Dong" Date: Wed, 30 Sep 2020 20:51:01 -0400 Subject: [PATCH 30/42] Update com.unity.ml-agents/CHANGELOG.md Co-authored-by: Chris Elion --- com.unity.ml-agents/CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/com.unity.ml-agents/CHANGELOG.md b/com.unity.ml-agents/CHANGELOG.md index 4d8ffb3a3c..a318fabce3 100755 --- a/com.unity.ml-agents/CHANGELOG.md +++ b/com.unity.ml-agents/CHANGELOG.md @@ -18,7 +18,7 @@ and this project adheres to - Stacking for compressed observations is now supported. An addtional setting option `Observation Stacks` is added in editor to sensor components that support compressed observations. A new class `ISparseChannelSensor` with an - additional function `GetCompressedChannelMapping()`is added to generate a mapping + additional method `GetCompressedChannelMapping()`is added to generate a mapping of the channels in compressed data to the actual channel after decompression, for the python side to decompress correctly. (#4476) #### ml-agents / ml-agents-envs / gym-unity (Python) From 64787b01fb199e7d7696850b540655f73baa8849 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Thu, 1 Oct 2020 17:59:53 -0700 Subject: [PATCH 31/42] add tests --- .../Runtime/Communicator/GrpcExtensions.cs | 7 +- .../Communicator/GrpcExtensionsTests.cs | 31 +++++++ .../Editor/Sensor/StackingSensorTests.cs | 80 ++++++++++++++++++- ml-agents-envs/mlagents_envs/rpc_utils.py | 16 ++-- 4 files changed, 121 insertions(+), 13 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs index efc7b668d3..5f79b5f068 100644 --- a/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs +++ b/com.unity.ml-agents/Runtime/Communicator/GrpcExtensions.cs @@ -337,7 +337,7 @@ public static UnityRLCapabilitiesProto ToProto(this UnityRLCapabilities rlCaps) }; } - private static bool IsTrivialMapping(ISensor sensor) + internal static bool IsTrivialMapping(ISensor sensor) { var compressibleSensor = sensor as ISparseChannelSensor; if (compressibleSensor is null) @@ -355,15 +355,14 @@ private static bool IsTrivialMapping(ISensor sensor) return true; } // check if mapping equals identity mapping - bool isIdentityMapping = true; for (var i = 0; i < mapping.Length; i++) { if (mapping[i] != i) { - isIdentityMapping = false; + return false; } } - return isIdentityMapping; + return true; } } } diff --git a/com.unity.ml-agents/Tests/Editor/Communicator/GrpcExtensionsTests.cs b/com.unity.ml-agents/Tests/Editor/Communicator/GrpcExtensionsTests.cs index 675f473db4..88039d2b3f 100644 --- a/com.unity.ml-agents/Tests/Editor/Communicator/GrpcExtensionsTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Communicator/GrpcExtensionsTests.cs @@ -90,6 +90,19 @@ public string GetName() } } + class DummySparseChannelSensor : DummySensor, ISparseChannelSensor + { + public int[] Mapping; + internal DummySparseChannelSensor() + { + } + + public int[] GetCompressedChannelMapping() + { + return Mapping; + } + } + [Test] public void TestGetObservationProtoCapabilities() { @@ -139,5 +152,23 @@ public void TestGetObservationProtoCapabilities() } + + [Test] + public void TestIsTrivialMapping() + { + Assert.AreEqual(GrpcExtensions.IsTrivialMapping(new DummySensor()), true); + + var sparseChannelSensor = new DummySparseChannelSensor(); + sparseChannelSensor.Mapping = null; + Assert.AreEqual(GrpcExtensions.IsTrivialMapping(sparseChannelSensor), true); + sparseChannelSensor.Mapping = new int[] { 0, 0, 0 }; + Assert.AreEqual(GrpcExtensions.IsTrivialMapping(sparseChannelSensor), true); + sparseChannelSensor.Mapping = new int[] { 0, 1, 2, 3, 4 }; + Assert.AreEqual(GrpcExtensions.IsTrivialMapping(sparseChannelSensor), true); + sparseChannelSensor.Mapping = new int[] { 1, 2, 3, 4, -1, -1 }; + Assert.AreEqual(GrpcExtensions.IsTrivialMapping(sparseChannelSensor), false); + sparseChannelSensor.Mapping = new int[] { 0, 0, 0, 1, 1, 1 }; + Assert.AreEqual(GrpcExtensions.IsTrivialMapping(sparseChannelSensor), false); + } } } diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs index fa4c91bca3..9987dddb91 100644 --- a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs @@ -1,4 +1,5 @@ using NUnit.Framework; +using System; using UnityEngine; using Unity.MLAgents.Sensors; @@ -62,20 +63,91 @@ public void TestStackingReset() SensorTestHelper.CompareObservation(sensor, new[] { 0f, 0f, 0f, 0f, 5f, 6f }); } + class DummySensor : ISparseChannelSensor + { + public SensorCompressionType CompressionType = SensorCompressionType.PNG; + public int[] Mapping; + public int[] Shape = new int[] { 8, 8, 3 }; + + internal DummySensor() + { + } + + public int[] GetObservationShape() + { + return Shape; + } + + public int Write(ObservationWriter writer) + { + return 0; + } + + public byte[] GetCompressedObservation() + { + var obs = new int[] { 1, 2, 3 }; + byte[] bytes = Array.ConvertAll(obs, (z) => (byte)z); + return bytes; + } + + public void Update() { } + + public void Reset() { } + + public SensorCompressionType GetCompressionType() + { + return CompressionType; + } + + public string GetName() + { + return "Dummy"; + } + + public int[] GetCompressedChannelMapping() + { + return Mapping; + } + } + [Test] public void TestStackingMapping() { // Test grayscale stacked mapping with CameraSensor - CameraSensor cameraSensor = new CameraSensor(new Camera(), 64, 64, + var cameraSensor = new CameraSensor(new Camera(), 64, 64, true, "grayscaleCamera", SensorCompressionType.PNG); - ISparseChannelSensor stackedCameraSensor = new StackingSensor(cameraSensor, 2); + var stackedCameraSensor = new StackingSensor(cameraSensor, 2); Assert.AreEqual(stackedCameraSensor.GetCompressedChannelMapping(), new[] { 0, 0, 0, 1, 1, 1 }); // Test RGB stacked mapping with RenderTextureSensor - RenderTextureSensor renderTextureSensor = new RenderTextureSensor(new RenderTexture(24, 16, 0), + var renderTextureSensor = new RenderTextureSensor(new RenderTexture(24, 16, 0), false, "renderTexture", SensorCompressionType.PNG); - ISparseChannelSensor stackedRenderTextureSensor = new StackingSensor(renderTextureSensor, 2); + var stackedRenderTextureSensor = new StackingSensor(renderTextureSensor, 2); Assert.AreEqual(stackedRenderTextureSensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, 4, 5 }); + + // Test mapping with dummy layers that should be dropped + var dummySensor = new DummySensor(); + dummySensor.Shape = new int[] { 2, 2, 4 }; + dummySensor.Mapping = new int[] { 0, 1, 2, 3, -1, -1 }; + var stackedDummySensor = new StackingSensor(dummySensor, 2); + Assert.AreEqual(stackedDummySensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1 }); + } + + [Test] + public void TestStackedGetCompressedObservation() + { + var dummySensor = new DummySensor(); + var stackedDummySensor = new StackingSensor(dummySensor, 3); + // Call three times to fill the buffer + stackedDummySensor.GetCompressedObservation(); + stackedDummySensor.Update(); + stackedDummySensor.GetCompressedObservation(); + stackedDummySensor.Update(); + var compressedObs = stackedDummySensor.GetCompressedObservation(); + + int[] decompressed = Array.ConvertAll(compressedObs, c => (int)c); + var expectedObservation = new int[] { 1, 2, 3, 1, 2, 3, 1, 2, 3 }; + Assert.AreEqual(decompressed, expectedObservation); } } } diff --git a/ml-agents-envs/mlagents_envs/rpc_utils.py b/ml-agents-envs/mlagents_envs/rpc_utils.py index 3798a7147d..abe7d9c83d 100644 --- a/ml-agents-envs/mlagents_envs/rpc_utils.py +++ b/ml-agents-envs/mlagents_envs/rpc_utils.py @@ -108,12 +108,15 @@ def process_pixels( break if mappings is not None and len(mappings) > 0: - return process_images_mapping(image_arrays, mappings) + return _process_images_mapping(image_arrays, mappings) else: - return process_images_num_channels(image_arrays, expected_channels) + return _process_images_num_channels(image_arrays, expected_channels) -def process_images_mapping(image_arrays, mappings): +def _process_images_mapping(image_arrays, mappings): + """ + Helper function for processing decompressed images with compressed channel mappings. + """ image_arrays = np.concatenate(image_arrays, axis=2).transpose((2, 0, 1)) if len(mappings) != len(image_arrays): @@ -143,8 +146,11 @@ def process_images_mapping(image_arrays, mappings): return img -# Old API without mapping provided. Use the first n channel, n=expected_channels. -def process_images_num_channels(image_arrays, expected_channels): +def _process_images_num_channels(image_arrays, expected_channels): + """ + Helper function for processing decompressed images with number of expected channels. + This is for old API without mapping provided. Use the first n channel, n=expected_channels. + """ if expected_channels == 1: # Convert to grayscale img = np.mean(image_arrays[0], axis=2) From 92b34b0457b374422ec9ac09b5ef0aba508d8de5 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Thu, 1 Oct 2020 18:14:08 -0700 Subject: [PATCH 32/42] fix Write for uncompressed obs to stack in the last dimension --- .../Runtime/Sensors/StackingSensor.cs | 32 ++++++++++++++++--- 1 file changed, 28 insertions(+), 4 deletions(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 41b598f83c..c9c1bf034f 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -1,6 +1,7 @@ using System; using System.Linq; using UnityEngine; +using Unity.Barracuda; namespace Unity.MLAgents.Sensors { @@ -40,6 +41,7 @@ public class StackingSensor : ISparseChannelSensor byte[] m_EmptyCompressedObservation; int[] m_CompressionMapping; + TensorShape m_tensorShape; /// /// Initializes the sensor. @@ -83,6 +85,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } m_CompressionMapping = ConstructStackedCompressedChannelMapping(wrapped); + m_tensorShape = new TensorShape(0, shape[0], shape[1], shape[2]); } } @@ -96,11 +99,32 @@ public int Write(ObservationWriter writer) // Now write the saved observations (oldest first) var numWritten = 0; - for (var i = 0; i < m_NumStackedObservations; i++) + if (wrappedShape.Length == 1) { - var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; - writer.AddRange(m_StackedObservations[obsIndex], numWritten); - numWritten += m_UnstackedObservationSize; + for (var i = 0; i < m_NumStackedObservations; i++) + { + var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; + writer.AddRange(m_StackedObservations[obsIndex], numWritten); + numWritten += m_UnstackedObservationSize; + } + } + else + { + for (var i = 0; i < m_NumStackedObservations; i++) + { + var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; + for (var h = 0; h < wrappedShape[0]; h++) + { + for (var w = 0; w < wrappedShape[1]; w++) + { + for (var c = 0; c < wrappedShape[2]; c++) + { + writer[h, w, obsIndex * wrappedShape[2] + c] = m_StackedObservations[obsIndex][m_tensorShape.Index(0, h, w, c)]; + } + } + } + } + numWritten = wrappedShape[0] * wrappedShape[1] * wrappedShape[2] * m_NumStackedObservations; } return numWritten; From 1af0c84a1afd703af9048ccd06d51b3f19d16838 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 2 Oct 2020 17:05:21 -0700 Subject: [PATCH 33/42] add tests --- com.unity.ml-agents/Runtime/SensorHelper.cs | 54 ++++++++++ .../Runtime/Sensors/StackingSensor.cs | 30 +++--- .../Editor/Sensor/StackingSensorTests.cs | 98 +++++++++++++++---- .../Tests/Editor/Sensor/VectorSensorTests.cs | 10 -- 4 files changed, 148 insertions(+), 44 deletions(-) diff --git a/com.unity.ml-agents/Runtime/SensorHelper.cs b/com.unity.ml-agents/Runtime/SensorHelper.cs index 471a768b27..960ce93a66 100644 --- a/com.unity.ml-agents/Runtime/SensorHelper.cs +++ b/com.unity.ml-agents/Runtime/SensorHelper.cs @@ -1,4 +1,5 @@ using UnityEngine; +using Unity.Barracuda; namespace Unity.MLAgents.Sensors { @@ -62,5 +63,58 @@ public static bool CompareObservation(ISensor sensor, float[] expected, out stri errorMessage = null; return true; } + + public static bool CompareObservation(ISensor sensor, float[,,] expected, out string errorMessage) + { + var tensorShape = new TensorShape(0, expected.GetLength(0), expected.GetLength(1), expected.GetLength(2)); ; + var numExpected = tensorShape.height * tensorShape.width * tensorShape.channels; + const float fill = -1337f; + var output = new float[numExpected]; + for (var i = 0; i < numExpected; i++) + { + output[i] = fill; + } + + if (numExpected > 0) + { + if (fill != output[0]) + { + errorMessage = "Error setting output buffer."; + return false; + } + } + + ObservationWriter writer = new ObservationWriter(); + writer.SetTarget(output, sensor.GetObservationShape(), 0); + + // Make sure ObservationWriter didn't touch anything + if (numExpected > 0) + { + if (fill != output[0]) + { + errorMessage = "ObservationWriter.SetTarget modified a buffer it shouldn't have."; + return false; + } + } + + sensor.Write(writer); + for (var h = 0; h < tensorShape.height; h++) + { + for (var w = 0; w < tensorShape.width; w++) + { + for (var c = 0; c < tensorShape.channels; c++) + { + if (expected[h, w, c] != output[tensorShape.Index(0, h, w, c)]) + { + errorMessage = $"Expected and actual differed in position [{h}, {w}, {c}]. " + + "Expected: {expected[h, w, c]} Actual: {output[tensorShape.Index(0, h, w, c)]} "; + return false; + } + } + } + } + errorMessage = null; + return true; + } } } diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index c9c1bf034f..171dd910c3 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -1,8 +1,12 @@ using System; using System.Linq; +using System.Runtime.CompilerServices; using UnityEngine; using Unity.Barracuda; + +[assembly: InternalsVisibleTo("Unity.ML-Agents.Editor.Tests")] + namespace Unity.MLAgents.Sensors { /// @@ -28,6 +32,7 @@ public class StackingSensor : ISparseChannelSensor string m_Name; int[] m_Shape; + int[] m_WrappedShape; /// /// Buffer of previous observations @@ -56,13 +61,13 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_Name = $"StackingSensor_size{numStackedObservations}_{wrapped.GetName()}"; - var shape = wrapped.GetObservationShape(); - m_Shape = new int[shape.Length]; + m_WrappedShape = wrapped.GetObservationShape(); + m_Shape = new int[m_WrappedShape.Length]; m_UnstackedObservationSize = wrapped.ObservationSize(); - for (int d = 0; d < shape.Length; d++) + for (int d = 0; d < m_WrappedShape.Length; d++) { - m_Shape[d] = shape[d]; + m_Shape[d] = m_WrappedShape[d]; } // TODO support arbitrary stacking dimension @@ -85,7 +90,7 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } m_CompressionMapping = ConstructStackedCompressedChannelMapping(wrapped); - m_tensorShape = new TensorShape(0, shape[0], shape[1], shape[2]); + m_tensorShape = new TensorShape(0, m_WrappedShape[0], m_WrappedShape[1], m_WrappedShape[2]); } } @@ -93,13 +98,12 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) public int Write(ObservationWriter writer) { // First, call the wrapped sensor's write method. Make sure to use our own writer, not the passed one. - var wrappedShape = m_WrappedSensor.GetObservationShape(); - m_LocalWriter.SetTarget(m_StackedObservations[m_CurrentIndex], wrappedShape, 0); + m_LocalWriter.SetTarget(m_StackedObservations[m_CurrentIndex], m_WrappedShape, 0); m_WrappedSensor.Write(m_LocalWriter); // Now write the saved observations (oldest first) var numWritten = 0; - if (wrappedShape.Length == 1) + if (m_WrappedShape.Length == 1) { for (var i = 0; i < m_NumStackedObservations; i++) { @@ -113,18 +117,18 @@ public int Write(ObservationWriter writer) for (var i = 0; i < m_NumStackedObservations; i++) { var obsIndex = (m_CurrentIndex + 1 + i) % m_NumStackedObservations; - for (var h = 0; h < wrappedShape[0]; h++) + for (var h = 0; h < m_WrappedShape[0]; h++) { - for (var w = 0; w < wrappedShape[1]; w++) + for (var w = 0; w < m_WrappedShape[1]; w++) { - for (var c = 0; c < wrappedShape[2]; c++) + for (var c = 0; c < m_WrappedShape[2]; c++) { - writer[h, w, obsIndex * wrappedShape[2] + c] = m_StackedObservations[obsIndex][m_tensorShape.Index(0, h, w, c)]; + writer[h, w, i * m_WrappedShape[2] + c] = m_StackedObservations[obsIndex][m_tensorShape.Index(0, h, w, c)]; } } } } - numWritten = wrappedShape[0] * wrappedShape[1] * wrappedShape[2] * m_NumStackedObservations; + numWritten = m_WrappedShape[0] * m_WrappedShape[1] * m_WrappedShape[2] * m_NumStackedObservations; } return numWritten; diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs index 9987dddb91..c2135756ca 100644 --- a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs @@ -1,5 +1,6 @@ using NUnit.Framework; using System; +using System.Linq; using UnityEngine; using Unity.MLAgents.Sensors; @@ -17,7 +18,7 @@ public void TestCtor() } [Test] - public void TestStacking() + public void TestVectorStacking() { VectorSensor wrapped = new VectorSensor(2); ISensor sensor = new StackingSensor(wrapped, 3); @@ -46,7 +47,7 @@ public void TestStacking() } [Test] - public void TestStackingReset() + public void TestVectorStackingReset() { VectorSensor wrapped = new VectorSensor(2); ISensor sensor = new StackingSensor(wrapped, 3); @@ -63,13 +64,14 @@ public void TestStackingReset() SensorTestHelper.CompareObservation(sensor, new[] { 0f, 0f, 0f, 0f, 5f, 6f }); } - class DummySensor : ISparseChannelSensor + class Dummy3DSensor : ISparseChannelSensor { public SensorCompressionType CompressionType = SensorCompressionType.PNG; public int[] Mapping; - public int[] Shape = new int[] { 8, 8, 3 }; + public int[] Shape; + public float[,,] CurrentObservation; - internal DummySensor() + internal Dummy3DSensor() { } @@ -80,13 +82,26 @@ public int[] GetObservationShape() public int Write(ObservationWriter writer) { - return 0; + for (var h = 0; h < Shape[0]; h++) + { + for (var w = 0; w < Shape[1]; w++) + { + for (var c = 0; c < Shape[2]; c++) + { + writer[h, w, c] = CurrentObservation[h, w, c]; + } + } + } + return Shape[0] * Shape[1] * Shape[2]; } public byte[] GetCompressedObservation() { - var obs = new int[] { 1, 2, 3 }; - byte[] bytes = Array.ConvertAll(obs, (z) => (byte)z); + var writer = new ObservationWriter(); + var flattenedObservation = new float[Shape[0] * Shape[1] * Shape[2]]; + writer.SetTarget(flattenedObservation, Shape, 0); + Write(writer); + byte[] bytes = Array.ConvertAll(flattenedObservation, (z) => (byte)z); return bytes; } @@ -126,28 +141,69 @@ public void TestStackingMapping() Assert.AreEqual(stackedRenderTextureSensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, 4, 5 }); // Test mapping with dummy layers that should be dropped - var dummySensor = new DummySensor(); + var dummySensor = new Dummy3DSensor(); dummySensor.Shape = new int[] { 2, 2, 4 }; dummySensor.Mapping = new int[] { 0, 1, 2, 3, -1, -1 }; var stackedDummySensor = new StackingSensor(dummySensor, 2); Assert.AreEqual(stackedDummySensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1 }); } + [Test] + public void Test3DStacking() + { + var wrapped = new Dummy3DSensor(); + wrapped.Shape = new int[] { 2, 1, 2 }; + var sensor = new StackingSensor(wrapped, 2); + + // check the stacking is on the last dimension + wrapped.CurrentObservation = new[, ,] { { { 1f, 2f } }, { { 3f, 4f } } }; + SensorTestHelper.CompareObservation(sensor, new[, ,] { { { 0f, 0f, 1f, 2f } }, { { 0f, 0f, 3f, 4f } } }); + + sensor.Update(); + wrapped.CurrentObservation = new[, ,] { { { 5f, 6f } }, { { 7f, 8f } } }; + SensorTestHelper.CompareObservation(sensor, new[, ,] { { { 1f, 2f, 5f, 6f } }, { { 3f, 4f, 7f, 8f } } }); + + sensor.Update(); + wrapped.CurrentObservation = new[, ,] { { { 9f, 10f } }, { { 11f, 12f } } }; + SensorTestHelper.CompareObservation(sensor, new[, ,] { { { 5f, 6f, 9f, 10f } }, { { 7f, 8f, 11f, 12f } } }); + + // Check that if we don't call Update(), the same observations are produced + SensorTestHelper.CompareObservation(sensor, new[, ,] { { { 5f, 6f, 9f, 10f } }, { { 7f, 8f, 11f, 12f } } }); + + // Test reset + sensor.Reset(); + wrapped.CurrentObservation = new[, ,] { { { 13f, 14f } }, { { 15f, 16f } } }; + SensorTestHelper.CompareObservation(sensor, new[, ,] { { { 0f, 0f, 13f, 14f } }, { { 0f, 0f, 15f, 16f } } }); + } + [Test] public void TestStackedGetCompressedObservation() { - var dummySensor = new DummySensor(); - var stackedDummySensor = new StackingSensor(dummySensor, 3); - // Call three times to fill the buffer - stackedDummySensor.GetCompressedObservation(); - stackedDummySensor.Update(); - stackedDummySensor.GetCompressedObservation(); - stackedDummySensor.Update(); - var compressedObs = stackedDummySensor.GetCompressedObservation(); - - int[] decompressed = Array.ConvertAll(compressedObs, c => (int)c); - var expectedObservation = new int[] { 1, 2, 3, 1, 2, 3, 1, 2, 3 }; - Assert.AreEqual(decompressed, expectedObservation); + var wrapped = new Dummy3DSensor(); + wrapped.Shape = new int[] { 1, 1, 3 }; + var sensor = new StackingSensor(wrapped, 2); + + wrapped.CurrentObservation = new[, ,] { { { 1f, 2f, 3f } } }; + var expected1 = sensor.CreateEmptyPNG(); + expected1 = expected1.Concat(Array.ConvertAll(new[] { 1f, 2f, 3f }, (z) => (byte)z)).ToArray(); + Assert.AreEqual(sensor.GetCompressedObservation(), expected1); + + sensor.Update(); + wrapped.CurrentObservation = new[, ,] { { { 4f, 5f, 6f } } }; + var expected2 = Array.ConvertAll(new[] { 1f, 2f, 3f, 4f, 5f, 6f }, (z) => (byte)z); + Assert.AreEqual(sensor.GetCompressedObservation(), expected2); + + sensor.Update(); + wrapped.CurrentObservation = new[, ,] { { { 7f, 8f, 9f } } }; + var expected3 = Array.ConvertAll(new[] { 4f, 5f, 6f, 7f, 8f, 9f }, (z) => (byte)z); + Assert.AreEqual(sensor.GetCompressedObservation(), expected3); + + // Test reset + sensor.Reset(); + wrapped.CurrentObservation = new[, ,] { { { 10f, 11f, 12f } } }; + var expected4 = sensor.CreateEmptyPNG(); + expected4 = expected4.Concat(Array.ConvertAll(new[] { 10f, 11f, 12f }, (z) => (byte)z)).ToArray(); + Assert.AreEqual(sensor.GetCompressedObservation(), expected4); } } } diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/VectorSensorTests.cs b/com.unity.ml-agents/Tests/Editor/Sensor/VectorSensorTests.cs index 42cd377a86..5326bca868 100644 --- a/com.unity.ml-agents/Tests/Editor/Sensor/VectorSensorTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Sensor/VectorSensorTests.cs @@ -4,16 +4,6 @@ namespace Unity.MLAgents.Tests { - public static class SensorTestHelper - { - public static void CompareObservation(ISensor sensor, float[] expected) - { - string errorMessage; - bool isOK = SensorHelper.CompareObservation(sensor, expected, out errorMessage); - Assert.IsTrue(isOK, errorMessage); - } - } - public class VectorSensorTests { [Test] From 62ee54d57ab48e0f998e21c49a706e810df475c1 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Fri, 2 Oct 2020 17:10:39 -0700 Subject: [PATCH 34/42] add files for tests --- .../Tests/Editor/Sensor/SensorTestHelper.cs | 23 +++++++++++++++++++ .../Editor/Sensor/SensorTestHelper.cs.meta | 11 +++++++++ 2 files changed, 34 insertions(+) create mode 100644 com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs create mode 100644 com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs.meta diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs b/com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs new file mode 100644 index 0000000000..ea035b9875 --- /dev/null +++ b/com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs @@ -0,0 +1,23 @@ +using NUnit.Framework; +using UnityEngine; +using Unity.MLAgents.Sensors; + +namespace Unity.MLAgents.Tests +{ + public static class SensorTestHelper + { + public static void CompareObservation(ISensor sensor, float[] expected) + { + string errorMessage; + bool isOK = SensorHelper.CompareObservation(sensor, expected, out errorMessage); + Assert.IsTrue(isOK, errorMessage); + } + + public static void CompareObservation(ISensor sensor, float[,,] expected) + { + string errorMessage; + bool isOK = SensorHelper.CompareObservation(sensor, expected, out errorMessage); + Assert.IsTrue(isOK, errorMessage); + } + } +} diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs.meta b/com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs.meta new file mode 100644 index 0000000000..487ace557e --- /dev/null +++ b/com.unity.ml-agents/Tests/Editor/Sensor/SensorTestHelper.cs.meta @@ -0,0 +1,11 @@ +fileFormatVersion: 2 +guid: e769354f8bd404ca180d7cd7302a5d61 +MonoImporter: + externalObjects: {} + serializedVersion: 2 + defaultReferences: [] + executionOrder: 0 + icon: {instanceID: 0} + userData: + assetBundleName: + assetBundleVariant: From b38154ce4550e4bd3970a6cb5fc8fa391cdece63 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Mon, 5 Oct 2020 22:10:06 -0700 Subject: [PATCH 35/42] fix bug --- com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs | 2 +- com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs | 4 ++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs b/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs index 41188022da..06b517eb42 100644 --- a/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/ISparseChannelSensor.cs @@ -1,7 +1,7 @@ namespace Unity.MLAgents.Sensors { /// - /// Sensor interface for generating observations. + /// Sensor interface for sparse channel sensor which requires a compressed channel mapping. /// public interface ISparseChannelSensor : ISensor { diff --git a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs index 171dd910c3..6064a758dd 100644 --- a/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs +++ b/com.unity.ml-agents/Runtime/Sensors/StackingSensor.cs @@ -90,6 +90,10 @@ public StackingSensor(ISensor wrapped, int numStackedObservations) m_StackedCompressedObservations[i] = m_EmptyCompressedObservation; } m_CompressionMapping = ConstructStackedCompressedChannelMapping(wrapped); + } + + if (m_Shape.Length != 1) + { m_tensorShape = new TensorShape(0, m_WrappedShape[0], m_WrappedShape[1], m_WrappedShape[2]); } } From 1a77cebcdd76d7c36ef27c60e23e94df3da8f020 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Mon, 5 Oct 2020 22:18:29 -0700 Subject: [PATCH 36/42] fix typo --- com.unity.ml-agents/Runtime/SensorHelper.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/com.unity.ml-agents/Runtime/SensorHelper.cs b/com.unity.ml-agents/Runtime/SensorHelper.cs index 960ce93a66..5870d0789a 100644 --- a/com.unity.ml-agents/Runtime/SensorHelper.cs +++ b/com.unity.ml-agents/Runtime/SensorHelper.cs @@ -66,7 +66,7 @@ public static bool CompareObservation(ISensor sensor, float[] expected, out stri public static bool CompareObservation(ISensor sensor, float[,,] expected, out string errorMessage) { - var tensorShape = new TensorShape(0, expected.GetLength(0), expected.GetLength(1), expected.GetLength(2)); ; + var tensorShape = new TensorShape(0, expected.GetLength(0), expected.GetLength(1), expected.GetLength(2)); var numExpected = tensorShape.height * tensorShape.width * tensorShape.channels; const float fill = -1337f; var output = new float[numExpected]; From 89ca381de3c395ed0a86667c09a8ddadac0ad834 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 6 Oct 2020 10:44:04 -0700 Subject: [PATCH 37/42] add more test --- .../Tests/Editor/Sensor/StackingSensorTests.cs | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs index c2135756ca..d161403fa8 100644 --- a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs @@ -140,12 +140,19 @@ public void TestStackingMapping() var stackedRenderTextureSensor = new StackingSensor(renderTextureSensor, 2); Assert.AreEqual(stackedRenderTextureSensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, 4, 5 }); - // Test mapping with dummy layers that should be dropped + // Test mapping with dummy layers with number of layers not being multiple of 3 var dummySensor = new Dummy3DSensor(); dummySensor.Shape = new int[] { 2, 2, 4 }; - dummySensor.Mapping = new int[] { 0, 1, 2, 3, -1, -1 }; + dummySensor.Mapping = new int[] { 0, 1, 2, 3 }; var stackedDummySensor = new StackingSensor(dummySensor, 2); Assert.AreEqual(stackedDummySensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1 }); + + // Test mapping with dummy layers that should be dropped + var paddedDummySensor = new Dummy3DSensor(); + paddedDummySensor.Shape = new int[] { 2, 2, 4 }; + paddedDummySensor.Mapping = new int[] { 0, 1, 2, 3, -1, -1 }; + var stackedPaddedDummySensor = new StackingSensor(paddedDummySensor, 2); + Assert.AreEqual(stackedPaddedDummySensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, -1, -1, 4, 5, 6, 7, -1, -1 }); } [Test] From 8ef815e417839c0cdd6966aa89d72001b517f112 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 6 Oct 2020 11:49:45 -0700 Subject: [PATCH 38/42] minor comment formatting --- .../Tests/Editor/Sensor/StackingSensorTests.cs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs index d161403fa8..1954139691 100644 --- a/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs +++ b/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs @@ -140,7 +140,7 @@ public void TestStackingMapping() var stackedRenderTextureSensor = new StackingSensor(renderTextureSensor, 2); Assert.AreEqual(stackedRenderTextureSensor.GetCompressedChannelMapping(), new[] { 0, 1, 2, 3, 4, 5 }); - // Test mapping with dummy layers with number of layers not being multiple of 3 + // Test mapping with number of layers not being multiple of 3 var dummySensor = new Dummy3DSensor(); dummySensor.Shape = new int[] { 2, 2, 4 }; dummySensor.Mapping = new int[] { 0, 1, 2, 3 }; @@ -162,7 +162,7 @@ public void Test3DStacking() wrapped.Shape = new int[] { 2, 1, 2 }; var sensor = new StackingSensor(wrapped, 2); - // check the stacking is on the last dimension + // Check the stacking is on the last dimension wrapped.CurrentObservation = new[, ,] { { { 1f, 2f } }, { { 3f, 4f } } }; SensorTestHelper.CompareObservation(sensor, new[, ,] { { { 0f, 0f, 1f, 2f } }, { { 0f, 0f, 3f, 4f } } }); From e79c5074796d2f60e6bf22f908039082b63ca9aa Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 6 Oct 2020 16:23:46 -0700 Subject: 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zi?*`_g>$5RN0oR^UIrQW@Zm|W^Pe?|`l#AinQGU>aohEoM($uDHr&olxzNdi zeiU)mVmXM6Dt7)Nbnrq;UUOe(nzB=q)`*rk_LBF0ql+_Ec}a#GGGa%Iwvr{Ucp_Ia zTGGM(um$FOCC^^yV|7?A`!O_}pxBMHr+#NOwL(_yzA%?eN+v230wj55lgJtEMDk3{ zht!uUqixP)))8ccuaxu1OU+nPEz>5EI4xnC*TzXaNWElc@adbaibu$;*&dP+qoh!C zo&j_4|3PGL{U+WG9O-Y7!#(r{dp Date: Tue, 6 Oct 2020 16:57:56 -0700 Subject: [PATCH 40/42] add to doc and changelog --- com.unity.ml-agents/CHANGELOG.md | 1 + docs/Learning-Environment-Examples.md | 3 ++- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/com.unity.ml-agents/CHANGELOG.md b/com.unity.ml-agents/CHANGELOG.md index cb4fb1986f..6a4a038bbb 100755 --- a/com.unity.ml-agents/CHANGELOG.md +++ b/com.unity.ml-agents/CHANGELOG.md @@ -21,6 +21,7 @@ and this project adheres to additional method `GetCompressedChannelMapping()`is added to generate a mapping of the channels in compressed data to the actual channel after decompression, for the python side to decompress correctly. (#4476) + - Added new visual 3DBall environment. (#4513) #### ml-agents / ml-agents-envs / gym-unity (Python) - The Communication API was changed to 1.2.0 to indicate support for stacked compressed observation. A new entry `compressed_channel_mapping` is added to the diff --git a/docs/Learning-Environment-Examples.md b/docs/Learning-Environment-Examples.md index db568023a3..56237c19ed 100644 --- a/docs/Learning-Environment-Examples.md +++ b/docs/Learning-Environment-Examples.md @@ -60,7 +60,8 @@ you would like to contribute environments, please see our rotation of the agent cube and position of ball. - Vector Action space: (Continuous) Size of 2, with one value corresponding to X-rotation, and the other to Z-rotation. - - Visual Observations: None. + - Visual Observations: Third-person view from the upper-front of the agent. Use + `Visual3DBall` scene. - Float Properties: Three - scale: Specifies the scale of the ball in the 3 dimensions (equal across the three dimensions) From dbd5711aa88aefb0d87c600c40ecea70c0572680 Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Tue, 6 Oct 2020 17:03:18 -0700 Subject: [PATCH 41/42] remove unused --- .../SharedAssets/Materials/AgentGreen.mat | 81 ------------------- .../Materials/AgentGreen.mat.meta | 8 -- 2 files changed, 89 deletions(-) delete mode 100644 Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat delete mode 100644 Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat.meta diff --git a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat deleted file mode 100644 index df63fe9b69..0000000000 --- a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat +++ /dev/null @@ -1,81 +0,0 @@ -%YAML 1.1 -%TAG !u! tag:unity3d.com,2011: ---- !u!21 &2100000 -Material: - serializedVersion: 6 - m_ObjectHideFlags: 0 - m_CorrespondingSourceObject: {fileID: 0} - m_PrefabInstance: {fileID: 0} - m_PrefabAsset: {fileID: 0} - m_Name: AgentGreen - m_Shader: {fileID: 47, guid: 0000000000000000f000000000000000, type: 0} - m_ShaderKeywords: _GLOSSYREFLECTIONS_OFF _SPECULARHIGHLIGHTS_OFF - m_LightmapFlags: 4 - m_EnableInstancingVariants: 0 - m_DoubleSidedGI: 0 - m_CustomRenderQueue: -1 - stringTagMap: {} - disabledShaderPasses: [] - m_SavedProperties: - serializedVersion: 3 - m_TexEnvs: - - _BumpMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _DetailAlbedoMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _DetailMask: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _DetailNormalMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _EmissionMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _MainTex: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _MetallicGlossMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _OcclusionMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _ParallaxMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - - _SpecGlossMap: - m_Texture: {fileID: 0} - m_Scale: {x: 1, y: 1} - m_Offset: {x: 0, y: 0} - m_Floats: - - _BumpScale: 1 - - _Cutoff: 0.5 - - _DetailNormalMapScale: 1 - - _DstBlend: 0 - - _GlossMapScale: 1 - - _Glossiness: 0.5 - - _GlossyReflections: 0 - - _Metallic: 0 - - _Mode: 0 - - _OcclusionStrength: 1 - - _Parallax: 0.02 - - _SmoothnessTextureChannel: 0 - - _SpecularHighlights: 0 - - _SrcBlend: 1 - - _UVSec: 0 - - _ZWrite: 1 - m_Colors: - - _Color: {r: 0.20536669, g: 0.6698113, b: 0.27059117, a: 1} - - _EmissionColor: {r: 0, g: 0, b: 0, a: 1} diff --git a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat.meta b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat.meta deleted file mode 100644 index 2f6cf93dd3..0000000000 --- a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/AgentGreen.mat.meta +++ /dev/null @@ -1,8 +0,0 @@ -fileFormatVersion: 2 -guid: 698af99e4ab8649f9a0c7dd4fde45e91 -NativeFormatImporter: - externalObjects: {} - mainObjectFileID: 0 - userData: - assetBundleName: - assetBundleVariant: From 7d18853e932026ee421ac210851fb2044a5d1c4d Mon Sep 17 00:00:00 2001 From: Ruo-Ping Dong Date: Wed, 7 Oct 2020 11:26:35 -0700 Subject: [PATCH 42/42] add tooltips --- Project/Assets/ML-Agents/Examples/3DBall/Scripts/Ball3DAgent.cs | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Project/Assets/ML-Agents/Examples/3DBall/Scripts/Ball3DAgent.cs b/Project/Assets/ML-Agents/Examples/3DBall/Scripts/Ball3DAgent.cs index 3f2bdbd9a4..37388bcf2e 100644 --- a/Project/Assets/ML-Agents/Examples/3DBall/Scripts/Ball3DAgent.cs +++ b/Project/Assets/ML-Agents/Examples/3DBall/Scripts/Ball3DAgent.cs @@ -9,6 +9,8 @@ public class Ball3DAgent : Agent { [Header("Specific to Ball3D")] public GameObject ball; + [Tooltip("Whether to use vector observation. This option should be checked " + + "in 3DBall scene, and unchecked in Visual3DBall scene. ")] public bool useVecObs; Rigidbody m_BallRb; EnvironmentParameters m_ResetParams;