Updated to add logistic regression godot example

examples/godot_logistic_regression/.gitignore

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+.import
+godot_engine/godot

examples/godot_logistic_regression/custom_module/.gitignore

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+vulkan-kompute
+lib
+godot

examples/godot_logistic_regression/custom_module/README.md

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+# Vulkan Kompute Godot Example
+
+## Set Up Dependencies
+
+### Vulkan
+
+You will need the Vulkan SDK, in this case we use version `1.2.148.1`, which you can get at the official site https://vulkan.lunarg.com/sdk/home#windows
+
+This will have the following contents that will be required later on:
+
+* The VulkanSDK static library `vulkan-1`
+
+### Kompute
+
+We will be using v0.3.1 of Kompute, and similar to above we will need the built static library, but in this case we will build it.
+
+We can start by cloning the repository on the v0.3.1 branch:
+
+```
+git clone --branch v0.3.1 https://github.com/EthicalML/vulkan-kompute/
+```
+
+You will be able to use cmake to generate the build files for your platform.
+
+```
+cmake vulkan-kompute/. -Bvulkan-kompute/build
+```
+
+You need to make sure that the build is configured with the same flags required for godot, for example, in windows you will need:
+
+* Release build
+* Configuration type: static library
+* Runtime lib: Multi-threaded / multi-threaded debug
+
+Now you should see the library built under `build/src/Release`
+
+## Building Godot
+
+Now to build godot you will need to set up a couple of things for the Scons file to work - namely setting up the following:
+
+* Copy the `vulkan-1` library from your vulkan sdk folder to `lib/vulkan-1.lib`
+* Copy the `kompute.lib` library from the Kompute build to `lib/kompute.lib`
+* Make sure the versions above match as we provide the headers in the `include` folder - if you used different versions make sure these match as well
+
+### Clone godot repository
+
+Now we can clone the godot repository - it must be on a separate repository, so you can use the parent directory if you are on the Kompute repo.
+
+```
+cd ../../godot_engine
+
+git clone --branch 3.2.3-stable https://github.com/godotengine/godot
+
+cd godot/
+```
+
+And now we can build against our module
+
+```
+wscons -j16 custom_modules=../../custom_module/ platform=windows target=release_debug
+```
+
+Once we have built it we can now run the generated godot engine in the `bin/` folder, and we will be able to access the custom module from anywhere in the project, as well as creating new nodes from the user interface.
+
+
+

examples/godot_logistic_regression/custom_module/kompute_summator/KomputeSummatorNode.cpp

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+/* summator.cpp */
+
+#include <vector>
+
+#include "KomputeSummatorNode.h"
+
+KomputeSummatorNode::KomputeSummatorNode() {
+    this->_init();
+}
+
+void KomputeSummatorNode::add(float value) {
+    // Set the new data in the local device
+    this->mSecondaryTensor->setData({value});
+    // Execute recorded sequence
+    if (std::shared_ptr<kp::Sequence> sq = this->mSequence.lock()) {
+        sq->eval();
+    }
+    else {
+        throw std::runtime_error("Sequence pointer no longer available");
+    }
+}
+
+void KomputeSummatorNode::reset() {
+}
+
+float KomputeSummatorNode::get_total() const {
+    return this->mPrimaryTensor->data()[0];
+}
+
+void KomputeSummatorNode::_init() {
+    std::cout << "CALLING INIT" << std::endl;
+    this->mPrimaryTensor = this->mManager.buildTensor({ 0.0 });
+    this->mSecondaryTensor = this->mManager.buildTensor({ 0.0 });
+    this->mSequence = this->mManager.getOrCreateManagedSequence("AdditionSeq");
+
+    // We now record the steps in the sequence
+    if (std::shared_ptr<kp::Sequence> sq = this->mSequence.lock())
+    {
+
+        std::string shader(R"(
+            #version 450
+
+            layout (local_size_x = 1) in;
+
+            layout(set = 0, binding = 0) buffer a { float pa[]; };
+            layout(set = 0, binding = 1) buffer b { float pb[]; };
+
+            void main() {
+                uint index = gl_GlobalInvocationID.x;
+                pa[index] = pb[index] + pa[index];
+            }
+        )");
+
+        sq->begin();
+
+        // First we ensure secondary tensor loads to GPU
+        // No need to sync the primary tensor as it should not be changed
+        sq->record<kp::OpTensorSyncDevice>(
+                { this->mSecondaryTensor });
+
+        // Then we run the operation with both tensors
+        sq->record<kp::OpAlgoBase<>>(
+            { this->mPrimaryTensor, this->mSecondaryTensor }, 
+            std::vector<char>(shader.begin(), shader.end()));
+
+        // We map the result back to local 
+        sq->record<kp::OpTensorSyncLocal>(
+                { this->mPrimaryTensor });
+
+        sq->end();
+    }
+    else {
+        throw std::runtime_error("Sequence pointer no longer available");
+    }
+}
+
+void KomputeSummatorNode::_process(float delta) {
+
+}
+
+void KomputeSummatorNode::_bind_methods() {
+    ClassDB::bind_method(D_METHOD("_process", "delta"), &KomputeSummatorNode::_process);
+    ClassDB::bind_method(D_METHOD("_init"), &KomputeSummatorNode::_init);
+
+    ClassDB::bind_method(D_METHOD("add", "value"), &KomputeSummatorNode::add);
+    ClassDB::bind_method(D_METHOD("reset"), &KomputeSummatorNode::reset);
+    ClassDB::bind_method(D_METHOD("get_total"), &KomputeSummatorNode::get_total);
+}
+

examples/godot_logistic_regression/custom_module/kompute_summator/KomputeSummatorNode.h

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+#pragma once
+
+#include <memory>
+
+#include "kompute/Kompute.hpp"
+
+#include "scene/main/node.h"
+
+class KomputeSummatorNode : public Node {
+    GDCLASS(KomputeSummatorNode, Node);
+
+public:
+    KomputeSummatorNode();
+
+    void add(float value);
+    void reset();
+    float get_total() const;
+
+    void _process(float delta);
+    void _init();
+
+protected:
+    static void _bind_methods();
+
+private:
+    kp::Manager mManager;
+    std::weak_ptr<kp::Sequence> mSequence;
+    std::shared_ptr<kp::Tensor> mPrimaryTensor;
+    std::shared_ptr<kp::Tensor> mSecondaryTensor;
+};
+

examples/godot_logistic_regression/custom_module/kompute_summator/SCsub

@@ -0,0 +1,17 @@
+import os
+
+Import('env')
+
+dir_path = os.getcwd()
+
+# Kompute & Vulkan header files
+env.Append(CPPPATH = ['include/'])
+
+env.add_source_files(env.modules_sources, "*.cpp")
+
+# Kompute & Vulkan libraries
+env.Append(LIBS=[
+        File(dir_path +'/lib/kompute.lib'),
+        File(dir_path +'/lib/vulkan-1.lib'),
+    ])
+

examples/godot_logistic_regression/custom_module/kompute_summator/config.py

@@ -0,0 +1,5 @@
+def can_build(env, platform):
+    return True
+
+def configure(env):
+    pass

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vk_icd.h

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+//
+// File: vk_icd.h
+//
+/*
+ * Copyright (c) 2015-2016 The Khronos Group Inc.
+ * Copyright (c) 2015-2016 Valve Corporation
+ * Copyright (c) 2015-2016 LunarG, Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ */
+
+#ifndef VKICD_H
+#define VKICD_H
+
+#include "vulkan.h"
+#include <stdbool.h>
+
+// Loader-ICD version negotiation API.  Versions add the following features:
+//   Version 0 - Initial.  Doesn't support vk_icdGetInstanceProcAddr
+//               or vk_icdNegotiateLoaderICDInterfaceVersion.
+//   Version 1 - Add support for vk_icdGetInstanceProcAddr.
+//   Version 2 - Add Loader/ICD Interface version negotiation
+//               via vk_icdNegotiateLoaderICDInterfaceVersion.
+//   Version 3 - Add ICD creation/destruction of KHR_surface objects.
+//   Version 4 - Add unknown physical device extension qyering via
+//               vk_icdGetPhysicalDeviceProcAddr.
+//   Version 5 - Tells ICDs that the loader is now paying attention to the
+//               application version of Vulkan passed into the ApplicationInfo
+//               structure during vkCreateInstance.  This will tell the ICD
+//               that if the loader is older, it should automatically fail a
+//               call for any API version > 1.0.  Otherwise, the loader will
+//               manually determine if it can support the expected version.
+#define CURRENT_LOADER_ICD_INTERFACE_VERSION 5
+#define MIN_SUPPORTED_LOADER_ICD_INTERFACE_VERSION 0
+#define MIN_PHYS_DEV_EXTENSION_ICD_INTERFACE_VERSION 4
+typedef VkResult(VKAPI_PTR *PFN_vkNegotiateLoaderICDInterfaceVersion)(uint32_t *pVersion);
+
+// This is defined in vk_layer.h which will be found by the loader, but if an ICD is building against this
+// file directly, it won't be found.
+#ifndef PFN_GetPhysicalDeviceProcAddr
+typedef PFN_vkVoidFunction(VKAPI_PTR *PFN_GetPhysicalDeviceProcAddr)(VkInstance instance, const char *pName);
+#endif
+
+/*
+ * The ICD must reserve space for a pointer for the loader's dispatch
+ * table, at the start of <each object>.
+ * The ICD must initialize this variable using the SET_LOADER_MAGIC_VALUE macro.
+ */
+
+#define ICD_LOADER_MAGIC 0x01CDC0DE
+
+typedef union {
+    uintptr_t loaderMagic;
+    void *loaderData;
+} VK_LOADER_DATA;
+
+static inline void set_loader_magic_value(void *pNewObject) {
+    VK_LOADER_DATA *loader_info = (VK_LOADER_DATA *)pNewObject;
+    loader_info->loaderMagic = ICD_LOADER_MAGIC;
+}
+
+static inline bool valid_loader_magic_value(void *pNewObject) {
+    const VK_LOADER_DATA *loader_info = (VK_LOADER_DATA *)pNewObject;
+    return (loader_info->loaderMagic & 0xffffffff) == ICD_LOADER_MAGIC;
+}
+
+/*
+ * Windows and Linux ICDs will treat VkSurfaceKHR as a pointer to a struct that
+ * contains the platform-specific connection and surface information.
+ */
+typedef enum {
+    VK_ICD_WSI_PLATFORM_MIR,
+    VK_ICD_WSI_PLATFORM_WAYLAND,
+    VK_ICD_WSI_PLATFORM_WIN32,
+    VK_ICD_WSI_PLATFORM_XCB,
+    VK_ICD_WSI_PLATFORM_XLIB,
+    VK_ICD_WSI_PLATFORM_ANDROID,
+    VK_ICD_WSI_PLATFORM_MACOS,
+    VK_ICD_WSI_PLATFORM_IOS,
+    VK_ICD_WSI_PLATFORM_DISPLAY,
+    VK_ICD_WSI_PLATFORM_HEADLESS,
+    VK_ICD_WSI_PLATFORM_METAL,
+} VkIcdWsiPlatform;
+
+typedef struct {
+    VkIcdWsiPlatform platform;
+} VkIcdSurfaceBase;
+
+#ifdef VK_USE_PLATFORM_MIR_KHR
+typedef struct {
+    VkIcdSurfaceBase base;
+    MirConnection *connection;
+    MirSurface *mirSurface;
+} VkIcdSurfaceMir;
+#endif  // VK_USE_PLATFORM_MIR_KHR
+
+#ifdef VK_USE_PLATFORM_WAYLAND_KHR
+typedef struct {
+    VkIcdSurfaceBase base;
+    struct wl_display *display;
+    struct wl_surface *surface;
+} VkIcdSurfaceWayland;
+#endif  // VK_USE_PLATFORM_WAYLAND_KHR
+
+#ifdef VK_USE_PLATFORM_WIN32_KHR
+typedef struct {
+    VkIcdSurfaceBase base;
+    HINSTANCE hinstance;
+    HWND hwnd;
+} VkIcdSurfaceWin32;
+#endif  // VK_USE_PLATFORM_WIN32_KHR
+
+#ifdef VK_USE_PLATFORM_XCB_KHR
+typedef struct {
+    VkIcdSurfaceBase base;
+    xcb_connection_t *connection;
+    xcb_window_t window;
+} VkIcdSurfaceXcb;
+#endif  // VK_USE_PLATFORM_XCB_KHR
+
+#ifdef VK_USE_PLATFORM_XLIB_KHR
+typedef struct {
+    VkIcdSurfaceBase base;
+    Display *dpy;
+    Window window;
+} VkIcdSurfaceXlib;
+#endif  // VK_USE_PLATFORM_XLIB_KHR
+
+#ifdef VK_USE_PLATFORM_ANDROID_KHR
+typedef struct {
+    VkIcdSurfaceBase base;
+    struct ANativeWindow *window;
+} VkIcdSurfaceAndroid;
+#endif  // VK_USE_PLATFORM_ANDROID_KHR
+
+#ifdef VK_USE_PLATFORM_MACOS_MVK
+typedef struct {
+    VkIcdSurfaceBase base;
+    const void *pView;
+} VkIcdSurfaceMacOS;
+#endif  // VK_USE_PLATFORM_MACOS_MVK
+
+#ifdef VK_USE_PLATFORM_IOS_MVK
+typedef struct {
+    VkIcdSurfaceBase base;
+    const void *pView;
+} VkIcdSurfaceIOS;
+#endif  // VK_USE_PLATFORM_IOS_MVK
+
+typedef struct {
+    VkIcdSurfaceBase base;
+    VkDisplayModeKHR displayMode;
+    uint32_t planeIndex;
+    uint32_t planeStackIndex;
+    VkSurfaceTransformFlagBitsKHR transform;
+    float globalAlpha;
+    VkDisplayPlaneAlphaFlagBitsKHR alphaMode;
+    VkExtent2D imageExtent;
+} VkIcdSurfaceDisplay;
+
+typedef struct {
+    VkIcdSurfaceBase base;
+} VkIcdSurfaceHeadless;
+
+#ifdef VK_USE_PLATFORM_METAL_EXT
+typedef struct {
+    VkIcdSurfaceBase base;
+    const CAMetalLayer *pLayer;
+} VkIcdSurfaceMetal;
+#endif // VK_USE_PLATFORM_METAL_EXT
+
+#endif  // VKICD_H

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vk_layer.h

@@ -0,0 +1,202 @@
+//
+// File: vk_layer.h
+//
+/*
+ * Copyright (c) 2015-2017 The Khronos Group Inc.
+ * Copyright (c) 2015-2017 Valve Corporation
+ * Copyright (c) 2015-2017 LunarG, Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ */
+
+/* Need to define dispatch table
+ * Core struct can then have ptr to dispatch table at the top
+ * Along with object ptrs for current and next OBJ
+ */
+#pragma once
+
+#include "vulkan.h"
+#if defined(__GNUC__) && __GNUC__ >= 4
+#define VK_LAYER_EXPORT __attribute__((visibility("default")))
+#elif defined(__SUNPRO_C) && (__SUNPRO_C >= 0x590)
+#define VK_LAYER_EXPORT __attribute__((visibility("default")))
+#else
+#define VK_LAYER_EXPORT
+#endif
+
+#define MAX_NUM_UNKNOWN_EXTS 250
+
+ // Loader-Layer version negotiation API.  Versions add the following features:
+ //   Versions 0/1 - Initial.  Doesn't support vk_layerGetPhysicalDeviceProcAddr
+ //                  or vk_icdNegotiateLoaderLayerInterfaceVersion.
+ //   Version 2    - Add support for vk_layerGetPhysicalDeviceProcAddr and
+ //                  vk_icdNegotiateLoaderLayerInterfaceVersion.
+#define CURRENT_LOADER_LAYER_INTERFACE_VERSION 2
+#define MIN_SUPPORTED_LOADER_LAYER_INTERFACE_VERSION 1
+
+#define VK_CURRENT_CHAIN_VERSION 1
+
+// Typedef for use in the interfaces below
+typedef PFN_vkVoidFunction (VKAPI_PTR *PFN_GetPhysicalDeviceProcAddr)(VkInstance instance, const char* pName);
+
+// Version negotiation values
+typedef enum VkNegotiateLayerStructType {
+    LAYER_NEGOTIATE_UNINTIALIZED = 0,
+    LAYER_NEGOTIATE_INTERFACE_STRUCT = 1,
+} VkNegotiateLayerStructType;
+
+// Version negotiation structures
+typedef struct VkNegotiateLayerInterface {
+    VkNegotiateLayerStructType sType;
+    void *pNext;
+    uint32_t loaderLayerInterfaceVersion;
+    PFN_vkGetInstanceProcAddr pfnGetInstanceProcAddr;
+    PFN_vkGetDeviceProcAddr pfnGetDeviceProcAddr;
+    PFN_GetPhysicalDeviceProcAddr pfnGetPhysicalDeviceProcAddr;
+} VkNegotiateLayerInterface;
+
+// Version negotiation functions
+typedef VkResult (VKAPI_PTR *PFN_vkNegotiateLoaderLayerInterfaceVersion)(VkNegotiateLayerInterface *pVersionStruct);
+
+// Function prototype for unknown physical device extension command
+typedef VkResult(VKAPI_PTR *PFN_PhysDevExt)(VkPhysicalDevice phys_device);
+
+// ------------------------------------------------------------------------------------------------
+// CreateInstance and CreateDevice support structures
+
+/* Sub type of structure for instance and device loader ext of CreateInfo.
+ * When sType == VK_STRUCTURE_TYPE_LOADER_INSTANCE_CREATE_INFO
+ * or sType == VK_STRUCTURE_TYPE_LOADER_DEVICE_CREATE_INFO
+ * then VkLayerFunction indicates struct type pointed to by pNext
+ */
+typedef enum VkLayerFunction_ {
+    VK_LAYER_LINK_INFO = 0,
+    VK_LOADER_DATA_CALLBACK = 1,
+    VK_LOADER_LAYER_CREATE_DEVICE_CALLBACK = 2
+} VkLayerFunction;
+
+typedef struct VkLayerInstanceLink_ {
+    struct VkLayerInstanceLink_ *pNext;
+    PFN_vkGetInstanceProcAddr pfnNextGetInstanceProcAddr;
+    PFN_GetPhysicalDeviceProcAddr pfnNextGetPhysicalDeviceProcAddr;
+} VkLayerInstanceLink;
+
+/*
+ * When creating the device chain the loader needs to pass
+ * down information about it's device structure needed at
+ * the end of the chain. Passing the data via the
+ * VkLayerDeviceInfo avoids issues with finding the
+ * exact instance being used.
+ */
+typedef struct VkLayerDeviceInfo_ {
+    void *device_info;
+    PFN_vkGetInstanceProcAddr pfnNextGetInstanceProcAddr;
+} VkLayerDeviceInfo;
+
+typedef VkResult (VKAPI_PTR *PFN_vkSetInstanceLoaderData)(VkInstance instance,
+        void *object);
+typedef VkResult (VKAPI_PTR *PFN_vkSetDeviceLoaderData)(VkDevice device,
+        void *object);
+typedef VkResult (VKAPI_PTR *PFN_vkLayerCreateDevice)(VkInstance instance, VkPhysicalDevice physicalDevice, const VkDeviceCreateInfo *pCreateInfo,
+						      const VkAllocationCallbacks *pAllocator, VkDevice *pDevice, PFN_vkGetInstanceProcAddr layerGIPA, PFN_vkGetDeviceProcAddr *nextGDPA);
+typedef void (VKAPI_PTR *PFN_vkLayerDestroyDevice)(VkDevice physicalDevice, const VkAllocationCallbacks *pAllocator, PFN_vkDestroyDevice destroyFunction);
+typedef struct {
+    VkStructureType sType; // VK_STRUCTURE_TYPE_LOADER_INSTANCE_CREATE_INFO
+    const void *pNext;
+    VkLayerFunction function;
+    union {
+        VkLayerInstanceLink *pLayerInfo;
+        PFN_vkSetInstanceLoaderData pfnSetInstanceLoaderData;
+        struct {
+	  PFN_vkLayerCreateDevice pfnLayerCreateDevice;
+	  PFN_vkLayerDestroyDevice pfnLayerDestroyDevice;
+	} layerDevice;
+    } u;
+} VkLayerInstanceCreateInfo;
+
+typedef struct VkLayerDeviceLink_ {
+    struct VkLayerDeviceLink_ *pNext;
+    PFN_vkGetInstanceProcAddr pfnNextGetInstanceProcAddr;
+    PFN_vkGetDeviceProcAddr pfnNextGetDeviceProcAddr;
+} VkLayerDeviceLink;
+
+typedef struct {
+    VkStructureType sType; // VK_STRUCTURE_TYPE_LOADER_DEVICE_CREATE_INFO
+    const void *pNext;
+    VkLayerFunction function;
+    union {
+        VkLayerDeviceLink *pLayerInfo;
+        PFN_vkSetDeviceLoaderData pfnSetDeviceLoaderData;
+    } u;
+} VkLayerDeviceCreateInfo;
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+VKAPI_ATTR VkResult VKAPI_CALL vkNegotiateLoaderLayerInterfaceVersion(VkNegotiateLayerInterface *pVersionStruct);
+
+typedef enum VkChainType {
+    VK_CHAIN_TYPE_UNKNOWN = 0,
+    VK_CHAIN_TYPE_ENUMERATE_INSTANCE_EXTENSION_PROPERTIES = 1,
+    VK_CHAIN_TYPE_ENUMERATE_INSTANCE_LAYER_PROPERTIES = 2,
+    VK_CHAIN_TYPE_ENUMERATE_INSTANCE_VERSION = 3,
+} VkChainType;
+
+typedef struct VkChainHeader {
+    VkChainType type;
+    uint32_t version;
+    uint32_t size;
+} VkChainHeader;
+
+typedef struct VkEnumerateInstanceExtensionPropertiesChain {
+    VkChainHeader header;
+    VkResult(VKAPI_PTR *pfnNextLayer)(const struct VkEnumerateInstanceExtensionPropertiesChain *, const char *, uint32_t *,
+                                      VkExtensionProperties *);
+    const struct VkEnumerateInstanceExtensionPropertiesChain *pNextLink;
+
+#if defined(__cplusplus)
+    inline VkResult CallDown(const char *pLayerName, uint32_t *pPropertyCount, VkExtensionProperties *pProperties) const {
+        return pfnNextLayer(pNextLink, pLayerName, pPropertyCount, pProperties);
+    }
+#endif
+} VkEnumerateInstanceExtensionPropertiesChain;
+
+typedef struct VkEnumerateInstanceLayerPropertiesChain {
+    VkChainHeader header;
+    VkResult(VKAPI_PTR *pfnNextLayer)(const struct VkEnumerateInstanceLayerPropertiesChain *, uint32_t *, VkLayerProperties *);
+    const struct VkEnumerateInstanceLayerPropertiesChain *pNextLink;
+
+#if defined(__cplusplus)
+    inline VkResult CallDown(uint32_t *pPropertyCount, VkLayerProperties *pProperties) const {
+        return pfnNextLayer(pNextLink, pPropertyCount, pProperties);
+    }
+#endif
+} VkEnumerateInstanceLayerPropertiesChain;
+
+typedef struct VkEnumerateInstanceVersionChain {
+    VkChainHeader header;
+    VkResult(VKAPI_PTR *pfnNextLayer)(const struct VkEnumerateInstanceVersionChain *, uint32_t *);
+    const struct VkEnumerateInstanceVersionChain *pNextLink;
+
+#if defined(__cplusplus)
+    inline VkResult CallDown(uint32_t *pApiVersion) const {
+        return pfnNextLayer(pNextLink, pApiVersion);
+    }
+#endif
+} VkEnumerateInstanceVersionChain;
+
+#ifdef __cplusplus
+}
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vk_platform.h

@@ -0,0 +1,92 @@
+//
+// File: vk_platform.h
+//
+/*
+** Copyright (c) 2014-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+
+#ifndef VK_PLATFORM_H_
+#define VK_PLATFORM_H_
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif // __cplusplus
+
+/*
+***************************************************************************************************
+*   Platform-specific directives and type declarations
+***************************************************************************************************
+*/
+
+/* Platform-specific calling convention macros.
+ *
+ * Platforms should define these so that Vulkan clients call Vulkan commands
+ * with the same calling conventions that the Vulkan implementation expects.
+ *
+ * VKAPI_ATTR - Placed before the return type in function declarations.
+ *              Useful for C++11 and GCC/Clang-style function attribute syntax.
+ * VKAPI_CALL - Placed after the return type in function declarations.
+ *              Useful for MSVC-style calling convention syntax.
+ * VKAPI_PTR  - Placed between the '(' and '*' in function pointer types.
+ *
+ * Function declaration:  VKAPI_ATTR void VKAPI_CALL vkCommand(void);
+ * Function pointer type: typedef void (VKAPI_PTR *PFN_vkCommand)(void);
+ */
+#if defined(_WIN32)
+    // On Windows, Vulkan commands use the stdcall convention
+    #define VKAPI_ATTR
+    #define VKAPI_CALL __stdcall
+    #define VKAPI_PTR  VKAPI_CALL
+#elif defined(__ANDROID__) && defined(__ARM_ARCH) && __ARM_ARCH < 7
+    #error "Vulkan isn't supported for the 'armeabi' NDK ABI"
+#elif defined(__ANDROID__) && defined(__ARM_ARCH) && __ARM_ARCH >= 7 && defined(__ARM_32BIT_STATE)
+    // On Android 32-bit ARM targets, Vulkan functions use the "hardfloat"
+    // calling convention, i.e. float parameters are passed in registers. This
+    // is true even if the rest of the application passes floats on the stack,
+    // as it does by default when compiling for the armeabi-v7a NDK ABI.
+    #define VKAPI_ATTR __attribute__((pcs("aapcs-vfp")))
+    #define VKAPI_CALL
+    #define VKAPI_PTR  VKAPI_ATTR
+#else
+    // On other platforms, use the default calling convention
+    #define VKAPI_ATTR
+    #define VKAPI_CALL
+    #define VKAPI_PTR
+#endif
+
+#include <stddef.h>
+
+#if !defined(VK_NO_STDINT_H)
+    #if defined(_MSC_VER) && (_MSC_VER < 1600)
+        typedef signed   __int8  int8_t;
+        typedef unsigned __int8  uint8_t;
+        typedef signed   __int16 int16_t;
+        typedef unsigned __int16 uint16_t;
+        typedef signed   __int32 int32_t;
+        typedef unsigned __int32 uint32_t;
+        typedef signed   __int64 int64_t;
+        typedef unsigned __int64 uint64_t;
+    #else
+        #include <stdint.h>
+    #endif
+#endif // !defined(VK_NO_STDINT_H)
+
+#ifdef __cplusplus
+} // extern "C"
+#endif // __cplusplus
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vk_sdk_platform.h

@@ -0,0 +1,69 @@
+//
+// File: vk_sdk_platform.h
+//
+/*
+ * Copyright (c) 2015-2016 The Khronos Group Inc.
+ * Copyright (c) 2015-2016 Valve Corporation
+ * Copyright (c) 2015-2016 LunarG, Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef VK_SDK_PLATFORM_H
+#define VK_SDK_PLATFORM_H
+
+#if defined(_WIN32)
+#define NOMINMAX
+#ifndef __cplusplus
+#undef inline
+#define inline __inline
+#endif // __cplusplus
+
+#if (defined(_MSC_VER) && _MSC_VER < 1900 /*vs2015*/)
+// C99:
+// Microsoft didn't implement C99 in Visual Studio; but started adding it with
+// VS2013.  However, VS2013 still didn't have snprintf().  The following is a
+// work-around (Note: The _CRT_SECURE_NO_WARNINGS macro must be set in the
+// "CMakeLists.txt" file).
+// NOTE: This is fixed in Visual Studio 2015.
+#define snprintf _snprintf
+#endif
+
+#define strdup _strdup
+
+#endif // _WIN32
+
+// Check for noexcept support using clang, with fallback to Windows or GCC version numbers
+#ifndef NOEXCEPT
+#if defined(__clang__)
+#if __has_feature(cxx_noexcept)
+#define HAS_NOEXCEPT
+#endif
+#else
+#if defined(__GXX_EXPERIMENTAL_CXX0X__) && __GNUC__ * 10 + __GNUC_MINOR__ >= 46
+#define HAS_NOEXCEPT
+#else
+#if defined(_MSC_FULL_VER) && _MSC_FULL_VER >= 190023026 && defined(_HAS_EXCEPTIONS) && _HAS_EXCEPTIONS
+#define HAS_NOEXCEPT
+#endif
+#endif
+#endif
+
+#ifdef HAS_NOEXCEPT
+#define NOEXCEPT noexcept
+#else
+#define NOEXCEPT
+#endif
+#endif
+
+#endif  // VK_SDK_PLATFORM_H

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan.h

@@ -0,0 +1,91 @@
+#ifndef VULKAN_H_
+#define VULKAN_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+#include "vk_platform.h"
+#include "vulkan_core.h"
+
+#ifdef VK_USE_PLATFORM_ANDROID_KHR
+#include "vulkan_android.h"
+#endif
+
+#ifdef VK_USE_PLATFORM_FUCHSIA
+#include <zircon/types.h>
+#include "vulkan_fuchsia.h"
+#endif
+
+#ifdef VK_USE_PLATFORM_IOS_MVK
+#include "vulkan_ios.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_MACOS_MVK
+#include "vulkan_macos.h"
+#endif
+
+#ifdef VK_USE_PLATFORM_METAL_EXT
+#include "vulkan_metal.h"
+#endif
+
+#ifdef VK_USE_PLATFORM_VI_NN
+#include "vulkan_vi.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_WAYLAND_KHR
+#include <wayland-client.h>
+#include "vulkan_wayland.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_WIN32_KHR
+#include <windows.h>
+#include "vulkan_win32.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_XCB_KHR
+#include <xcb/xcb.h>
+#include "vulkan_xcb.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_XLIB_KHR
+#include <X11/Xlib.h>
+#include "vulkan_xlib.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_XLIB_XRANDR_EXT
+#include <X11/Xlib.h>
+#include <X11/extensions/Xrandr.h>
+#include "vulkan_xlib_xrandr.h"
+#endif
+
+
+#ifdef VK_USE_PLATFORM_GGP
+#include <ggp_c/vulkan_types.h>
+#include "vulkan_ggp.h"
+#endif
+
+
+#ifdef VK_ENABLE_BETA_EXTENSIONS
+#include "vulkan_beta.h"
+#endif
+
+#endif // VULKAN_H_

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_android.h

@@ -0,0 +1,122 @@
+#ifndef VULKAN_ANDROID_H_
+#define VULKAN_ANDROID_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_android_surface 1
+struct ANativeWindow;
+#define VK_KHR_ANDROID_SURFACE_SPEC_VERSION 6
+#define VK_KHR_ANDROID_SURFACE_EXTENSION_NAME "VK_KHR_android_surface"
+typedef VkFlags VkAndroidSurfaceCreateFlagsKHR;
+typedef struct VkAndroidSurfaceCreateInfoKHR {
+    VkStructureType                   sType;
+    const void*                       pNext;
+    VkAndroidSurfaceCreateFlagsKHR    flags;
+    struct ANativeWindow*             window;
+} VkAndroidSurfaceCreateInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateAndroidSurfaceKHR)(VkInstance instance, const VkAndroidSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateAndroidSurfaceKHR(
+    VkInstance                                  instance,
+    const VkAndroidSurfaceCreateInfoKHR*        pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+
+#define VK_ANDROID_external_memory_android_hardware_buffer 1
+struct AHardwareBuffer;
+#define VK_ANDROID_EXTERNAL_MEMORY_ANDROID_HARDWARE_BUFFER_SPEC_VERSION 3
+#define VK_ANDROID_EXTERNAL_MEMORY_ANDROID_HARDWARE_BUFFER_EXTENSION_NAME "VK_ANDROID_external_memory_android_hardware_buffer"
+typedef struct VkAndroidHardwareBufferUsageANDROID {
+    VkStructureType    sType;
+    void*              pNext;
+    uint64_t           androidHardwareBufferUsage;
+} VkAndroidHardwareBufferUsageANDROID;
+
+typedef struct VkAndroidHardwareBufferPropertiesANDROID {
+    VkStructureType    sType;
+    void*              pNext;
+    VkDeviceSize       allocationSize;
+    uint32_t           memoryTypeBits;
+} VkAndroidHardwareBufferPropertiesANDROID;
+
+typedef struct VkAndroidHardwareBufferFormatPropertiesANDROID {
+    VkStructureType                  sType;
+    void*                            pNext;
+    VkFormat                         format;
+    uint64_t                         externalFormat;
+    VkFormatFeatureFlags             formatFeatures;
+    VkComponentMapping               samplerYcbcrConversionComponents;
+    VkSamplerYcbcrModelConversion    suggestedYcbcrModel;
+    VkSamplerYcbcrRange              suggestedYcbcrRange;
+    VkChromaLocation                 suggestedXChromaOffset;
+    VkChromaLocation                 suggestedYChromaOffset;
+} VkAndroidHardwareBufferFormatPropertiesANDROID;
+
+typedef struct VkImportAndroidHardwareBufferInfoANDROID {
+    VkStructureType            sType;
+    const void*                pNext;
+    struct AHardwareBuffer*    buffer;
+} VkImportAndroidHardwareBufferInfoANDROID;
+
+typedef struct VkMemoryGetAndroidHardwareBufferInfoANDROID {
+    VkStructureType    sType;
+    const void*        pNext;
+    VkDeviceMemory     memory;
+} VkMemoryGetAndroidHardwareBufferInfoANDROID;
+
+typedef struct VkExternalFormatANDROID {
+    VkStructureType    sType;
+    void*              pNext;
+    uint64_t           externalFormat;
+} VkExternalFormatANDROID;
+
+typedef VkResult (VKAPI_PTR *PFN_vkGetAndroidHardwareBufferPropertiesANDROID)(VkDevice device, const struct AHardwareBuffer* buffer, VkAndroidHardwareBufferPropertiesANDROID* pProperties);
+typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryAndroidHardwareBufferANDROID)(VkDevice device, const VkMemoryGetAndroidHardwareBufferInfoANDROID* pInfo, struct AHardwareBuffer** pBuffer);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkGetAndroidHardwareBufferPropertiesANDROID(
+    VkDevice                                    device,
+    const struct AHardwareBuffer*               buffer,
+    VkAndroidHardwareBufferPropertiesANDROID*   pProperties);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryAndroidHardwareBufferANDROID(
+    VkDevice                                    device,
+    const VkMemoryGetAndroidHardwareBufferInfoANDROID* pInfo,
+    struct AHardwareBuffer**                    pBuffer);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_beta.h

@@ -0,0 +1,438 @@
+#ifndef VULKAN_BETA_H_
+#define VULKAN_BETA_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_deferred_host_operations 1
+VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDeferredOperationKHR)
+#define VK_KHR_DEFERRED_HOST_OPERATIONS_SPEC_VERSION 2
+#define VK_KHR_DEFERRED_HOST_OPERATIONS_EXTENSION_NAME "VK_KHR_deferred_host_operations"
+typedef struct VkDeferredOperationInfoKHR {
+    VkStructureType           sType;
+    const void*               pNext;
+    VkDeferredOperationKHR    operationHandle;
+} VkDeferredOperationInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateDeferredOperationKHR)(VkDevice device, const VkAllocationCallbacks* pAllocator, VkDeferredOperationKHR* pDeferredOperation);
+typedef void (VKAPI_PTR *PFN_vkDestroyDeferredOperationKHR)(VkDevice device, VkDeferredOperationKHR operation, const VkAllocationCallbacks* pAllocator);
+typedef uint32_t (VKAPI_PTR *PFN_vkGetDeferredOperationMaxConcurrencyKHR)(VkDevice device, VkDeferredOperationKHR operation);
+typedef VkResult (VKAPI_PTR *PFN_vkGetDeferredOperationResultKHR)(VkDevice device, VkDeferredOperationKHR operation);
+typedef VkResult (VKAPI_PTR *PFN_vkDeferredOperationJoinKHR)(VkDevice device, VkDeferredOperationKHR operation);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateDeferredOperationKHR(
+    VkDevice                                    device,
+    const VkAllocationCallbacks*                pAllocator,
+    VkDeferredOperationKHR*                     pDeferredOperation);
+
+VKAPI_ATTR void VKAPI_CALL vkDestroyDeferredOperationKHR(
+    VkDevice                                    device,
+    VkDeferredOperationKHR                      operation,
+    const VkAllocationCallbacks*                pAllocator);
+
+VKAPI_ATTR uint32_t VKAPI_CALL vkGetDeferredOperationMaxConcurrencyKHR(
+    VkDevice                                    device,
+    VkDeferredOperationKHR                      operation);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetDeferredOperationResultKHR(
+    VkDevice                                    device,
+    VkDeferredOperationKHR                      operation);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkDeferredOperationJoinKHR(
+    VkDevice                                    device,
+    VkDeferredOperationKHR                      operation);
+#endif
+
+
+#define VK_KHR_pipeline_library 1
+#define VK_KHR_PIPELINE_LIBRARY_SPEC_VERSION 1
+#define VK_KHR_PIPELINE_LIBRARY_EXTENSION_NAME "VK_KHR_pipeline_library"
+typedef struct VkPipelineLibraryCreateInfoKHR {
+    VkStructureType      sType;
+    const void*          pNext;
+    uint32_t             libraryCount;
+    const VkPipeline*    pLibraries;
+} VkPipelineLibraryCreateInfoKHR;
+
+
+
+#define VK_KHR_ray_tracing 1
+#define VK_KHR_RAY_TRACING_SPEC_VERSION   8
+#define VK_KHR_RAY_TRACING_EXTENSION_NAME "VK_KHR_ray_tracing"
+
+typedef enum VkAccelerationStructureBuildTypeKHR {
+    VK_ACCELERATION_STRUCTURE_BUILD_TYPE_HOST_KHR = 0,
+    VK_ACCELERATION_STRUCTURE_BUILD_TYPE_DEVICE_KHR = 1,
+    VK_ACCELERATION_STRUCTURE_BUILD_TYPE_HOST_OR_DEVICE_KHR = 2,
+    VK_ACCELERATION_STRUCTURE_BUILD_TYPE_MAX_ENUM_KHR = 0x7FFFFFFF
+} VkAccelerationStructureBuildTypeKHR;
+typedef union VkDeviceOrHostAddressKHR {
+    VkDeviceAddress    deviceAddress;
+    void*              hostAddress;
+} VkDeviceOrHostAddressKHR;
+
+typedef union VkDeviceOrHostAddressConstKHR {
+    VkDeviceAddress    deviceAddress;
+    const void*        hostAddress;
+} VkDeviceOrHostAddressConstKHR;
+
+typedef struct VkAccelerationStructureBuildOffsetInfoKHR {
+    uint32_t    primitiveCount;
+    uint32_t    primitiveOffset;
+    uint32_t    firstVertex;
+    uint32_t    transformOffset;
+} VkAccelerationStructureBuildOffsetInfoKHR;
+
+typedef struct VkRayTracingShaderGroupCreateInfoKHR {
+    VkStructureType                   sType;
+    const void*                       pNext;
+    VkRayTracingShaderGroupTypeKHR    type;
+    uint32_t                          generalShader;
+    uint32_t                          closestHitShader;
+    uint32_t                          anyHitShader;
+    uint32_t                          intersectionShader;
+    const void*                       pShaderGroupCaptureReplayHandle;
+} VkRayTracingShaderGroupCreateInfoKHR;
+
+typedef struct VkRayTracingPipelineInterfaceCreateInfoKHR {
+    VkStructureType    sType;
+    const void*        pNext;
+    uint32_t           maxPayloadSize;
+    uint32_t           maxAttributeSize;
+    uint32_t           maxCallableSize;
+} VkRayTracingPipelineInterfaceCreateInfoKHR;
+
+typedef struct VkRayTracingPipelineCreateInfoKHR {
+    VkStructureType                                      sType;
+    const void*                                          pNext;
+    VkPipelineCreateFlags                                flags;
+    uint32_t                                             stageCount;
+    const VkPipelineShaderStageCreateInfo*               pStages;
+    uint32_t                                             groupCount;
+    const VkRayTracingShaderGroupCreateInfoKHR*          pGroups;
+    uint32_t                                             maxRecursionDepth;
+    VkPipelineLibraryCreateInfoKHR                       libraries;
+    const VkRayTracingPipelineInterfaceCreateInfoKHR*    pLibraryInterface;
+    VkPipelineLayout                                     layout;
+    VkPipeline                                           basePipelineHandle;
+    int32_t                                              basePipelineIndex;
+} VkRayTracingPipelineCreateInfoKHR;
+
+typedef struct VkAccelerationStructureGeometryTrianglesDataKHR {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    VkFormat                         vertexFormat;
+    VkDeviceOrHostAddressConstKHR    vertexData;
+    VkDeviceSize                     vertexStride;
+    VkIndexType                      indexType;
+    VkDeviceOrHostAddressConstKHR    indexData;
+    VkDeviceOrHostAddressConstKHR    transformData;
+} VkAccelerationStructureGeometryTrianglesDataKHR;
+
+typedef struct VkAccelerationStructureGeometryAabbsDataKHR {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    VkDeviceOrHostAddressConstKHR    data;
+    VkDeviceSize                     stride;
+} VkAccelerationStructureGeometryAabbsDataKHR;
+
+typedef struct VkAccelerationStructureGeometryInstancesDataKHR {
+    VkStructureType                  sType;
+    const void*                      pNext;
+    VkBool32                         arrayOfPointers;
+    VkDeviceOrHostAddressConstKHR    data;
+} VkAccelerationStructureGeometryInstancesDataKHR;
+
+typedef union VkAccelerationStructureGeometryDataKHR {
+    VkAccelerationStructureGeometryTrianglesDataKHR    triangles;
+    VkAccelerationStructureGeometryAabbsDataKHR        aabbs;
+    VkAccelerationStructureGeometryInstancesDataKHR    instances;
+} VkAccelerationStructureGeometryDataKHR;
+
+typedef struct VkAccelerationStructureGeometryKHR {
+    VkStructureType                           sType;
+    const void*                               pNext;
+    VkGeometryTypeKHR                         geometryType;
+    VkAccelerationStructureGeometryDataKHR    geometry;
+    VkGeometryFlagsKHR                        flags;
+} VkAccelerationStructureGeometryKHR;
+
+typedef struct VkAccelerationStructureBuildGeometryInfoKHR {
+    VkStructureType                                     sType;
+    const void*                                         pNext;
+    VkAccelerationStructureTypeKHR                      type;
+    VkBuildAccelerationStructureFlagsKHR                flags;
+    VkBool32                                            update;
+    VkAccelerationStructureKHR                          srcAccelerationStructure;
+    VkAccelerationStructureKHR                          dstAccelerationStructure;
+    VkBool32                                            geometryArrayOfPointers;
+    uint32_t                                            geometryCount;
+    const VkAccelerationStructureGeometryKHR* const*    ppGeometries;
+    VkDeviceOrHostAddressKHR                            scratchData;
+} VkAccelerationStructureBuildGeometryInfoKHR;
+
+typedef struct VkAccelerationStructureCreateGeometryTypeInfoKHR {
+    VkStructureType      sType;
+    const void*          pNext;
+    VkGeometryTypeKHR    geometryType;
+    uint32_t             maxPrimitiveCount;
+    VkIndexType          indexType;
+    uint32_t             maxVertexCount;
+    VkFormat             vertexFormat;
+    VkBool32             allowsTransforms;
+} VkAccelerationStructureCreateGeometryTypeInfoKHR;
+
+typedef struct VkAccelerationStructureCreateInfoKHR {
+    VkStructureType                                            sType;
+    const void*                                                pNext;
+    VkDeviceSize                                               compactedSize;
+    VkAccelerationStructureTypeKHR                             type;
+    VkBuildAccelerationStructureFlagsKHR                       flags;
+    uint32_t                                                   maxGeometryCount;
+    const VkAccelerationStructureCreateGeometryTypeInfoKHR*    pGeometryInfos;
+    VkDeviceAddress                                            deviceAddress;
+} VkAccelerationStructureCreateInfoKHR;
+
+typedef struct VkAccelerationStructureMemoryRequirementsInfoKHR {
+    VkStructureType                                     sType;
+    const void*                                         pNext;
+    VkAccelerationStructureMemoryRequirementsTypeKHR    type;
+    VkAccelerationStructureBuildTypeKHR                 buildType;
+    VkAccelerationStructureKHR                          accelerationStructure;
+} VkAccelerationStructureMemoryRequirementsInfoKHR;
+
+typedef struct VkPhysicalDeviceRayTracingFeaturesKHR {
+    VkStructureType    sType;
+    void*              pNext;
+    VkBool32           rayTracing;
+    VkBool32           rayTracingShaderGroupHandleCaptureReplay;
+    VkBool32           rayTracingShaderGroupHandleCaptureReplayMixed;
+    VkBool32           rayTracingAccelerationStructureCaptureReplay;
+    VkBool32           rayTracingIndirectTraceRays;
+    VkBool32           rayTracingIndirectAccelerationStructureBuild;
+    VkBool32           rayTracingHostAccelerationStructureCommands;
+    VkBool32           rayQuery;
+    VkBool32           rayTracingPrimitiveCulling;
+} VkPhysicalDeviceRayTracingFeaturesKHR;
+
+typedef struct VkPhysicalDeviceRayTracingPropertiesKHR {
+    VkStructureType    sType;
+    void*              pNext;
+    uint32_t           shaderGroupHandleSize;
+    uint32_t           maxRecursionDepth;
+    uint32_t           maxShaderGroupStride;
+    uint32_t           shaderGroupBaseAlignment;
+    uint64_t           maxGeometryCount;
+    uint64_t           maxInstanceCount;
+    uint64_t           maxPrimitiveCount;
+    uint32_t           maxDescriptorSetAccelerationStructures;
+    uint32_t           shaderGroupHandleCaptureReplaySize;
+} VkPhysicalDeviceRayTracingPropertiesKHR;
+
+typedef struct VkAccelerationStructureDeviceAddressInfoKHR {
+    VkStructureType               sType;
+    const void*                   pNext;
+    VkAccelerationStructureKHR    accelerationStructure;
+} VkAccelerationStructureDeviceAddressInfoKHR;
+
+typedef struct VkAccelerationStructureVersionKHR {
+    VkStructureType    sType;
+    const void*        pNext;
+    const uint8_t*     versionData;
+} VkAccelerationStructureVersionKHR;
+
+typedef struct VkStridedBufferRegionKHR {
+    VkBuffer        buffer;
+    VkDeviceSize    offset;
+    VkDeviceSize    stride;
+    VkDeviceSize    size;
+} VkStridedBufferRegionKHR;
+
+typedef struct VkTraceRaysIndirectCommandKHR {
+    uint32_t    width;
+    uint32_t    height;
+    uint32_t    depth;
+} VkTraceRaysIndirectCommandKHR;
+
+typedef struct VkCopyAccelerationStructureToMemoryInfoKHR {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkAccelerationStructureKHR            src;
+    VkDeviceOrHostAddressKHR              dst;
+    VkCopyAccelerationStructureModeKHR    mode;
+} VkCopyAccelerationStructureToMemoryInfoKHR;
+
+typedef struct VkCopyMemoryToAccelerationStructureInfoKHR {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkDeviceOrHostAddressConstKHR         src;
+    VkAccelerationStructureKHR            dst;
+    VkCopyAccelerationStructureModeKHR    mode;
+} VkCopyMemoryToAccelerationStructureInfoKHR;
+
+typedef struct VkCopyAccelerationStructureInfoKHR {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkAccelerationStructureKHR            src;
+    VkAccelerationStructureKHR            dst;
+    VkCopyAccelerationStructureModeKHR    mode;
+} VkCopyAccelerationStructureInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateAccelerationStructureKHR)(VkDevice                                           device, const VkAccelerationStructureCreateInfoKHR*        pCreateInfo, const VkAllocationCallbacks*       pAllocator, VkAccelerationStructureKHR*                        pAccelerationStructure);
+typedef void (VKAPI_PTR *PFN_vkGetAccelerationStructureMemoryRequirementsKHR)(VkDevice device, const VkAccelerationStructureMemoryRequirementsInfoKHR* pInfo, VkMemoryRequirements2* pMemoryRequirements);
+typedef void (VKAPI_PTR *PFN_vkCmdBuildAccelerationStructureKHR)(VkCommandBuffer                                    commandBuffer, uint32_t infoCount, const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, const VkAccelerationStructureBuildOffsetInfoKHR* const* ppOffsetInfos);
+typedef void (VKAPI_PTR *PFN_vkCmdBuildAccelerationStructureIndirectKHR)(VkCommandBuffer                                    commandBuffer, const VkAccelerationStructureBuildGeometryInfoKHR* pInfo, VkBuffer                                           indirectBuffer, VkDeviceSize                                       indirectOffset, uint32_t                                           indirectStride);
+typedef VkResult (VKAPI_PTR *PFN_vkBuildAccelerationStructureKHR)(VkDevice                                           device, uint32_t infoCount, const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, const VkAccelerationStructureBuildOffsetInfoKHR* const* ppOffsetInfos);
+typedef VkResult (VKAPI_PTR *PFN_vkCopyAccelerationStructureKHR)(VkDevice device, const VkCopyAccelerationStructureInfoKHR* pInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkCopyAccelerationStructureToMemoryKHR)(VkDevice device, const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkCopyMemoryToAccelerationStructureKHR)(VkDevice device, const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkWriteAccelerationStructuresPropertiesKHR)(VkDevice device, uint32_t accelerationStructureCount, const VkAccelerationStructureKHR* pAccelerationStructures, VkQueryType  queryType, size_t       dataSize, void* pData, size_t stride);
+typedef void (VKAPI_PTR *PFN_vkCmdCopyAccelerationStructureKHR)(VkCommandBuffer commandBuffer, const VkCopyAccelerationStructureInfoKHR* pInfo);
+typedef void (VKAPI_PTR *PFN_vkCmdCopyAccelerationStructureToMemoryKHR)(VkCommandBuffer commandBuffer, const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo);
+typedef void (VKAPI_PTR *PFN_vkCmdCopyMemoryToAccelerationStructureKHR)(VkCommandBuffer commandBuffer, const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo);
+typedef void (VKAPI_PTR *PFN_vkCmdTraceRaysKHR)(VkCommandBuffer commandBuffer, const VkStridedBufferRegionKHR* pRaygenShaderBindingTable, const VkStridedBufferRegionKHR* pMissShaderBindingTable, const VkStridedBufferRegionKHR* pHitShaderBindingTable, const VkStridedBufferRegionKHR* pCallableShaderBindingTable, uint32_t width, uint32_t height, uint32_t depth);
+typedef VkResult (VKAPI_PTR *PFN_vkCreateRayTracingPipelinesKHR)(VkDevice device, VkPipelineCache pipelineCache, uint32_t createInfoCount, const VkRayTracingPipelineCreateInfoKHR* pCreateInfos, const VkAllocationCallbacks* pAllocator, VkPipeline* pPipelines);
+typedef VkDeviceAddress (VKAPI_PTR *PFN_vkGetAccelerationStructureDeviceAddressKHR)(VkDevice device, const VkAccelerationStructureDeviceAddressInfoKHR* pInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkGetRayTracingCaptureReplayShaderGroupHandlesKHR)(VkDevice device, VkPipeline pipeline, uint32_t firstGroup, uint32_t groupCount, size_t dataSize, void* pData);
+typedef void (VKAPI_PTR *PFN_vkCmdTraceRaysIndirectKHR)(VkCommandBuffer commandBuffer, const VkStridedBufferRegionKHR* pRaygenShaderBindingTable, const VkStridedBufferRegionKHR* pMissShaderBindingTable, const VkStridedBufferRegionKHR* pHitShaderBindingTable, const VkStridedBufferRegionKHR* pCallableShaderBindingTable, VkBuffer buffer, VkDeviceSize offset);
+typedef VkResult (VKAPI_PTR *PFN_vkGetDeviceAccelerationStructureCompatibilityKHR)(VkDevice device, const VkAccelerationStructureVersionKHR* version);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateAccelerationStructureKHR(
+    VkDevice                                    device,
+    const VkAccelerationStructureCreateInfoKHR* pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkAccelerationStructureKHR*                 pAccelerationStructure);
+
+VKAPI_ATTR void VKAPI_CALL vkGetAccelerationStructureMemoryRequirementsKHR(
+    VkDevice                                    device,
+    const VkAccelerationStructureMemoryRequirementsInfoKHR* pInfo,
+    VkMemoryRequirements2*                      pMemoryRequirements);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdBuildAccelerationStructureKHR(
+    VkCommandBuffer                             commandBuffer,
+    uint32_t                                    infoCount,
+    const VkAccelerationStructureBuildGeometryInfoKHR* pInfos,
+    const VkAccelerationStructureBuildOffsetInfoKHR* const* ppOffsetInfos);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdBuildAccelerationStructureIndirectKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkAccelerationStructureBuildGeometryInfoKHR* pInfo,
+    VkBuffer                                    indirectBuffer,
+    VkDeviceSize                                indirectOffset,
+    uint32_t                                    indirectStride);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkBuildAccelerationStructureKHR(
+    VkDevice                                    device,
+    uint32_t                                    infoCount,
+    const VkAccelerationStructureBuildGeometryInfoKHR* pInfos,
+    const VkAccelerationStructureBuildOffsetInfoKHR* const* ppOffsetInfos);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkCopyAccelerationStructureKHR(
+    VkDevice                                    device,
+    const VkCopyAccelerationStructureInfoKHR*   pInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkCopyAccelerationStructureToMemoryKHR(
+    VkDevice                                    device,
+    const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkCopyMemoryToAccelerationStructureKHR(
+    VkDevice                                    device,
+    const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkWriteAccelerationStructuresPropertiesKHR(
+    VkDevice                                    device,
+    uint32_t                                    accelerationStructureCount,
+    const VkAccelerationStructureKHR*           pAccelerationStructures,
+    VkQueryType                                 queryType,
+    size_t                                      dataSize,
+    void*                                       pData,
+    size_t                                      stride);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdCopyAccelerationStructureKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkCopyAccelerationStructureInfoKHR*   pInfo);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdCopyAccelerationStructureToMemoryKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdCopyMemoryToAccelerationStructureKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdTraceRaysKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkStridedBufferRegionKHR*             pRaygenShaderBindingTable,
+    const VkStridedBufferRegionKHR*             pMissShaderBindingTable,
+    const VkStridedBufferRegionKHR*             pHitShaderBindingTable,
+    const VkStridedBufferRegionKHR*             pCallableShaderBindingTable,
+    uint32_t                                    width,
+    uint32_t                                    height,
+    uint32_t                                    depth);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateRayTracingPipelinesKHR(
+    VkDevice                                    device,
+    VkPipelineCache                             pipelineCache,
+    uint32_t                                    createInfoCount,
+    const VkRayTracingPipelineCreateInfoKHR*    pCreateInfos,
+    const VkAllocationCallbacks*                pAllocator,
+    VkPipeline*                                 pPipelines);
+
+VKAPI_ATTR VkDeviceAddress VKAPI_CALL vkGetAccelerationStructureDeviceAddressKHR(
+    VkDevice                                    device,
+    const VkAccelerationStructureDeviceAddressInfoKHR* pInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetRayTracingCaptureReplayShaderGroupHandlesKHR(
+    VkDevice                                    device,
+    VkPipeline                                  pipeline,
+    uint32_t                                    firstGroup,
+    uint32_t                                    groupCount,
+    size_t                                      dataSize,
+    void*                                       pData);
+
+VKAPI_ATTR void VKAPI_CALL vkCmdTraceRaysIndirectKHR(
+    VkCommandBuffer                             commandBuffer,
+    const VkStridedBufferRegionKHR*             pRaygenShaderBindingTable,
+    const VkStridedBufferRegionKHR*             pMissShaderBindingTable,
+    const VkStridedBufferRegionKHR*             pHitShaderBindingTable,
+    const VkStridedBufferRegionKHR*             pCallableShaderBindingTable,
+    VkBuffer                                    buffer,
+    VkDeviceSize                                offset);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceAccelerationStructureCompatibilityKHR(
+    VkDevice                                    device,
+    const VkAccelerationStructureVersionKHR*    version);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_fuchsia.h

@@ -0,0 +1,57 @@
+#ifndef VULKAN_FUCHSIA_H_
+#define VULKAN_FUCHSIA_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_FUCHSIA_imagepipe_surface 1
+#define VK_FUCHSIA_IMAGEPIPE_SURFACE_SPEC_VERSION 1
+#define VK_FUCHSIA_IMAGEPIPE_SURFACE_EXTENSION_NAME "VK_FUCHSIA_imagepipe_surface"
+typedef VkFlags VkImagePipeSurfaceCreateFlagsFUCHSIA;
+typedef struct VkImagePipeSurfaceCreateInfoFUCHSIA {
+    VkStructureType                         sType;
+    const void*                             pNext;
+    VkImagePipeSurfaceCreateFlagsFUCHSIA    flags;
+    zx_handle_t                             imagePipeHandle;
+} VkImagePipeSurfaceCreateInfoFUCHSIA;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateImagePipeSurfaceFUCHSIA)(VkInstance instance, const VkImagePipeSurfaceCreateInfoFUCHSIA* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateImagePipeSurfaceFUCHSIA(
+    VkInstance                                  instance,
+    const VkImagePipeSurfaceCreateInfoFUCHSIA*  pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_ggp.h

@@ -0,0 +1,68 @@
+#ifndef VULKAN_GGP_H_
+#define VULKAN_GGP_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_GGP_stream_descriptor_surface 1
+#define VK_GGP_STREAM_DESCRIPTOR_SURFACE_SPEC_VERSION 1
+#define VK_GGP_STREAM_DESCRIPTOR_SURFACE_EXTENSION_NAME "VK_GGP_stream_descriptor_surface"
+typedef VkFlags VkStreamDescriptorSurfaceCreateFlagsGGP;
+typedef struct VkStreamDescriptorSurfaceCreateInfoGGP {
+    VkStructureType                            sType;
+    const void*                                pNext;
+    VkStreamDescriptorSurfaceCreateFlagsGGP    flags;
+    GgpStreamDescriptor                        streamDescriptor;
+} VkStreamDescriptorSurfaceCreateInfoGGP;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateStreamDescriptorSurfaceGGP)(VkInstance instance, const VkStreamDescriptorSurfaceCreateInfoGGP* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateStreamDescriptorSurfaceGGP(
+    VkInstance                                  instance,
+    const VkStreamDescriptorSurfaceCreateInfoGGP* pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+
+#define VK_GGP_frame_token 1
+#define VK_GGP_FRAME_TOKEN_SPEC_VERSION   1
+#define VK_GGP_FRAME_TOKEN_EXTENSION_NAME "VK_GGP_frame_token"
+typedef struct VkPresentFrameTokenGGP {
+    VkStructureType    sType;
+    const void*        pNext;
+    GgpFrameToken      frameToken;
+} VkPresentFrameTokenGGP;
+
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_ios.h

@@ -0,0 +1,57 @@
+#ifndef VULKAN_IOS_H_
+#define VULKAN_IOS_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_MVK_ios_surface 1
+#define VK_MVK_IOS_SURFACE_SPEC_VERSION   2
+#define VK_MVK_IOS_SURFACE_EXTENSION_NAME "VK_MVK_ios_surface"
+typedef VkFlags VkIOSSurfaceCreateFlagsMVK;
+typedef struct VkIOSSurfaceCreateInfoMVK {
+    VkStructureType               sType;
+    const void*                   pNext;
+    VkIOSSurfaceCreateFlagsMVK    flags;
+    const void*                   pView;
+} VkIOSSurfaceCreateInfoMVK;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateIOSSurfaceMVK)(VkInstance instance, const VkIOSSurfaceCreateInfoMVK* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateIOSSurfaceMVK(
+    VkInstance                                  instance,
+    const VkIOSSurfaceCreateInfoMVK*            pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_macos.h

@@ -0,0 +1,57 @@
+#ifndef VULKAN_MACOS_H_
+#define VULKAN_MACOS_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_MVK_macos_surface 1
+#define VK_MVK_MACOS_SURFACE_SPEC_VERSION 2
+#define VK_MVK_MACOS_SURFACE_EXTENSION_NAME "VK_MVK_macos_surface"
+typedef VkFlags VkMacOSSurfaceCreateFlagsMVK;
+typedef struct VkMacOSSurfaceCreateInfoMVK {
+    VkStructureType                 sType;
+    const void*                     pNext;
+    VkMacOSSurfaceCreateFlagsMVK    flags;
+    const void*                     pView;
+} VkMacOSSurfaceCreateInfoMVK;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateMacOSSurfaceMVK)(VkInstance instance, const VkMacOSSurfaceCreateInfoMVK* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateMacOSSurfaceMVK(
+    VkInstance                                  instance,
+    const VkMacOSSurfaceCreateInfoMVK*          pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_metal.h

@@ -0,0 +1,64 @@
+#ifndef VULKAN_METAL_H_
+#define VULKAN_METAL_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_EXT_metal_surface 1
+
+#ifdef __OBJC__
+@class CAMetalLayer;
+#else
+typedef void CAMetalLayer;
+#endif
+
+#define VK_EXT_METAL_SURFACE_SPEC_VERSION 1
+#define VK_EXT_METAL_SURFACE_EXTENSION_NAME "VK_EXT_metal_surface"
+typedef VkFlags VkMetalSurfaceCreateFlagsEXT;
+typedef struct VkMetalSurfaceCreateInfoEXT {
+    VkStructureType                 sType;
+    const void*                     pNext;
+    VkMetalSurfaceCreateFlagsEXT    flags;
+    const CAMetalLayer*             pLayer;
+} VkMetalSurfaceCreateInfoEXT;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateMetalSurfaceEXT)(VkInstance instance, const VkMetalSurfaceCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateMetalSurfaceEXT(
+    VkInstance                                  instance,
+    const VkMetalSurfaceCreateInfoEXT*          pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_vi.h

@@ -0,0 +1,57 @@
+#ifndef VULKAN_VI_H_
+#define VULKAN_VI_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_NN_vi_surface 1
+#define VK_NN_VI_SURFACE_SPEC_VERSION     1
+#define VK_NN_VI_SURFACE_EXTENSION_NAME   "VK_NN_vi_surface"
+typedef VkFlags VkViSurfaceCreateFlagsNN;
+typedef struct VkViSurfaceCreateInfoNN {
+    VkStructureType             sType;
+    const void*                 pNext;
+    VkViSurfaceCreateFlagsNN    flags;
+    void*                       window;
+} VkViSurfaceCreateInfoNN;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateViSurfaceNN)(VkInstance instance, const VkViSurfaceCreateInfoNN* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateViSurfaceNN(
+    VkInstance                                  instance,
+    const VkViSurfaceCreateInfoNN*              pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_wayland.h

@@ -0,0 +1,64 @@
+#ifndef VULKAN_WAYLAND_H_
+#define VULKAN_WAYLAND_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_wayland_surface 1
+#define VK_KHR_WAYLAND_SURFACE_SPEC_VERSION 6
+#define VK_KHR_WAYLAND_SURFACE_EXTENSION_NAME "VK_KHR_wayland_surface"
+typedef VkFlags VkWaylandSurfaceCreateFlagsKHR;
+typedef struct VkWaylandSurfaceCreateInfoKHR {
+    VkStructureType                   sType;
+    const void*                       pNext;
+    VkWaylandSurfaceCreateFlagsKHR    flags;
+    struct wl_display*                display;
+    struct wl_surface*                surface;
+} VkWaylandSurfaceCreateInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateWaylandSurfaceKHR)(VkInstance instance, const VkWaylandSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceWaylandPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, struct wl_display* display);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateWaylandSurfaceKHR(
+    VkInstance                                  instance,
+    const VkWaylandSurfaceCreateInfoKHR*        pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+
+VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceWaylandPresentationSupportKHR(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    queueFamilyIndex,
+    struct wl_display*                          display);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_win32.h

@@ -0,0 +1,325 @@
+#ifndef VULKAN_WIN32_H_
+#define VULKAN_WIN32_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_win32_surface 1
+#define VK_KHR_WIN32_SURFACE_SPEC_VERSION 6
+#define VK_KHR_WIN32_SURFACE_EXTENSION_NAME "VK_KHR_win32_surface"
+typedef VkFlags VkWin32SurfaceCreateFlagsKHR;
+typedef struct VkWin32SurfaceCreateInfoKHR {
+    VkStructureType                 sType;
+    const void*                     pNext;
+    VkWin32SurfaceCreateFlagsKHR    flags;
+    HINSTANCE                       hinstance;
+    HWND                            hwnd;
+} VkWin32SurfaceCreateInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateWin32SurfaceKHR)(VkInstance instance, const VkWin32SurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceWin32PresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateWin32SurfaceKHR(
+    VkInstance                                  instance,
+    const VkWin32SurfaceCreateInfoKHR*          pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+
+VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceWin32PresentationSupportKHR(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    queueFamilyIndex);
+#endif
+
+
+#define VK_KHR_external_memory_win32 1
+#define VK_KHR_EXTERNAL_MEMORY_WIN32_SPEC_VERSION 1
+#define VK_KHR_EXTERNAL_MEMORY_WIN32_EXTENSION_NAME "VK_KHR_external_memory_win32"
+typedef struct VkImportMemoryWin32HandleInfoKHR {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkExternalMemoryHandleTypeFlagBits    handleType;
+    HANDLE                                handle;
+    LPCWSTR                               name;
+} VkImportMemoryWin32HandleInfoKHR;
+
+typedef struct VkExportMemoryWin32HandleInfoKHR {
+    VkStructureType               sType;
+    const void*                   pNext;
+    const SECURITY_ATTRIBUTES*    pAttributes;
+    DWORD                         dwAccess;
+    LPCWSTR                       name;
+} VkExportMemoryWin32HandleInfoKHR;
+
+typedef struct VkMemoryWin32HandlePropertiesKHR {
+    VkStructureType    sType;
+    void*              pNext;
+    uint32_t           memoryTypeBits;
+} VkMemoryWin32HandlePropertiesKHR;
+
+typedef struct VkMemoryGetWin32HandleInfoKHR {
+    VkStructureType                       sType;
+    const void*                           pNext;
+    VkDeviceMemory                        memory;
+    VkExternalMemoryHandleTypeFlagBits    handleType;
+} VkMemoryGetWin32HandleInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryWin32HandleKHR)(VkDevice device, const VkMemoryGetWin32HandleInfoKHR* pGetWin32HandleInfo, HANDLE* pHandle);
+typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryWin32HandlePropertiesKHR)(VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, HANDLE handle, VkMemoryWin32HandlePropertiesKHR* pMemoryWin32HandleProperties);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryWin32HandleKHR(
+    VkDevice                                    device,
+    const VkMemoryGetWin32HandleInfoKHR*        pGetWin32HandleInfo,
+    HANDLE*                                     pHandle);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryWin32HandlePropertiesKHR(
+    VkDevice                                    device,
+    VkExternalMemoryHandleTypeFlagBits          handleType,
+    HANDLE                                      handle,
+    VkMemoryWin32HandlePropertiesKHR*           pMemoryWin32HandleProperties);
+#endif
+
+
+#define VK_KHR_win32_keyed_mutex 1
+#define VK_KHR_WIN32_KEYED_MUTEX_SPEC_VERSION 1
+#define VK_KHR_WIN32_KEYED_MUTEX_EXTENSION_NAME "VK_KHR_win32_keyed_mutex"
+typedef struct VkWin32KeyedMutexAcquireReleaseInfoKHR {
+    VkStructureType          sType;
+    const void*              pNext;
+    uint32_t                 acquireCount;
+    const VkDeviceMemory*    pAcquireSyncs;
+    const uint64_t*          pAcquireKeys;
+    const uint32_t*          pAcquireTimeouts;
+    uint32_t                 releaseCount;
+    const VkDeviceMemory*    pReleaseSyncs;
+    const uint64_t*          pReleaseKeys;
+} VkWin32KeyedMutexAcquireReleaseInfoKHR;
+
+
+
+#define VK_KHR_external_semaphore_win32 1
+#define VK_KHR_EXTERNAL_SEMAPHORE_WIN32_SPEC_VERSION 1
+#define VK_KHR_EXTERNAL_SEMAPHORE_WIN32_EXTENSION_NAME "VK_KHR_external_semaphore_win32"
+typedef struct VkImportSemaphoreWin32HandleInfoKHR {
+    VkStructureType                          sType;
+    const void*                              pNext;
+    VkSemaphore                              semaphore;
+    VkSemaphoreImportFlags                   flags;
+    VkExternalSemaphoreHandleTypeFlagBits    handleType;
+    HANDLE                                   handle;
+    LPCWSTR                                  name;
+} VkImportSemaphoreWin32HandleInfoKHR;
+
+typedef struct VkExportSemaphoreWin32HandleInfoKHR {
+    VkStructureType               sType;
+    const void*                   pNext;
+    const SECURITY_ATTRIBUTES*    pAttributes;
+    DWORD                         dwAccess;
+    LPCWSTR                       name;
+} VkExportSemaphoreWin32HandleInfoKHR;
+
+typedef struct VkD3D12FenceSubmitInfoKHR {
+    VkStructureType    sType;
+    const void*        pNext;
+    uint32_t           waitSemaphoreValuesCount;
+    const uint64_t*    pWaitSemaphoreValues;
+    uint32_t           signalSemaphoreValuesCount;
+    const uint64_t*    pSignalSemaphoreValues;
+} VkD3D12FenceSubmitInfoKHR;
+
+typedef struct VkSemaphoreGetWin32HandleInfoKHR {
+    VkStructureType                          sType;
+    const void*                              pNext;
+    VkSemaphore                              semaphore;
+    VkExternalSemaphoreHandleTypeFlagBits    handleType;
+} VkSemaphoreGetWin32HandleInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkImportSemaphoreWin32HandleKHR)(VkDevice device, const VkImportSemaphoreWin32HandleInfoKHR* pImportSemaphoreWin32HandleInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkGetSemaphoreWin32HandleKHR)(VkDevice device, const VkSemaphoreGetWin32HandleInfoKHR* pGetWin32HandleInfo, HANDLE* pHandle);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkImportSemaphoreWin32HandleKHR(
+    VkDevice                                    device,
+    const VkImportSemaphoreWin32HandleInfoKHR*  pImportSemaphoreWin32HandleInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreWin32HandleKHR(
+    VkDevice                                    device,
+    const VkSemaphoreGetWin32HandleInfoKHR*     pGetWin32HandleInfo,
+    HANDLE*                                     pHandle);
+#endif
+
+
+#define VK_KHR_external_fence_win32 1
+#define VK_KHR_EXTERNAL_FENCE_WIN32_SPEC_VERSION 1
+#define VK_KHR_EXTERNAL_FENCE_WIN32_EXTENSION_NAME "VK_KHR_external_fence_win32"
+typedef struct VkImportFenceWin32HandleInfoKHR {
+    VkStructureType                      sType;
+    const void*                          pNext;
+    VkFence                              fence;
+    VkFenceImportFlags                   flags;
+    VkExternalFenceHandleTypeFlagBits    handleType;
+    HANDLE                               handle;
+    LPCWSTR                              name;
+} VkImportFenceWin32HandleInfoKHR;
+
+typedef struct VkExportFenceWin32HandleInfoKHR {
+    VkStructureType               sType;
+    const void*                   pNext;
+    const SECURITY_ATTRIBUTES*    pAttributes;
+    DWORD                         dwAccess;
+    LPCWSTR                       name;
+} VkExportFenceWin32HandleInfoKHR;
+
+typedef struct VkFenceGetWin32HandleInfoKHR {
+    VkStructureType                      sType;
+    const void*                          pNext;
+    VkFence                              fence;
+    VkExternalFenceHandleTypeFlagBits    handleType;
+} VkFenceGetWin32HandleInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkImportFenceWin32HandleKHR)(VkDevice device, const VkImportFenceWin32HandleInfoKHR* pImportFenceWin32HandleInfo);
+typedef VkResult (VKAPI_PTR *PFN_vkGetFenceWin32HandleKHR)(VkDevice device, const VkFenceGetWin32HandleInfoKHR* pGetWin32HandleInfo, HANDLE* pHandle);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkImportFenceWin32HandleKHR(
+    VkDevice                                    device,
+    const VkImportFenceWin32HandleInfoKHR*      pImportFenceWin32HandleInfo);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetFenceWin32HandleKHR(
+    VkDevice                                    device,
+    const VkFenceGetWin32HandleInfoKHR*         pGetWin32HandleInfo,
+    HANDLE*                                     pHandle);
+#endif
+
+
+#define VK_NV_external_memory_win32 1
+#define VK_NV_EXTERNAL_MEMORY_WIN32_SPEC_VERSION 1
+#define VK_NV_EXTERNAL_MEMORY_WIN32_EXTENSION_NAME "VK_NV_external_memory_win32"
+typedef struct VkImportMemoryWin32HandleInfoNV {
+    VkStructureType                      sType;
+    const void*                          pNext;
+    VkExternalMemoryHandleTypeFlagsNV    handleType;
+    HANDLE                               handle;
+} VkImportMemoryWin32HandleInfoNV;
+
+typedef struct VkExportMemoryWin32HandleInfoNV {
+    VkStructureType               sType;
+    const void*                   pNext;
+    const SECURITY_ATTRIBUTES*    pAttributes;
+    DWORD                         dwAccess;
+} VkExportMemoryWin32HandleInfoNV;
+
+typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryWin32HandleNV)(VkDevice device, VkDeviceMemory memory, VkExternalMemoryHandleTypeFlagsNV handleType, HANDLE* pHandle);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryWin32HandleNV(
+    VkDevice                                    device,
+    VkDeviceMemory                              memory,
+    VkExternalMemoryHandleTypeFlagsNV           handleType,
+    HANDLE*                                     pHandle);
+#endif
+
+
+#define VK_NV_win32_keyed_mutex 1
+#define VK_NV_WIN32_KEYED_MUTEX_SPEC_VERSION 2
+#define VK_NV_WIN32_KEYED_MUTEX_EXTENSION_NAME "VK_NV_win32_keyed_mutex"
+typedef struct VkWin32KeyedMutexAcquireReleaseInfoNV {
+    VkStructureType          sType;
+    const void*              pNext;
+    uint32_t                 acquireCount;
+    const VkDeviceMemory*    pAcquireSyncs;
+    const uint64_t*          pAcquireKeys;
+    const uint32_t*          pAcquireTimeoutMilliseconds;
+    uint32_t                 releaseCount;
+    const VkDeviceMemory*    pReleaseSyncs;
+    const uint64_t*          pReleaseKeys;
+} VkWin32KeyedMutexAcquireReleaseInfoNV;
+
+
+
+#define VK_EXT_full_screen_exclusive 1
+#define VK_EXT_FULL_SCREEN_EXCLUSIVE_SPEC_VERSION 4
+#define VK_EXT_FULL_SCREEN_EXCLUSIVE_EXTENSION_NAME "VK_EXT_full_screen_exclusive"
+
+typedef enum VkFullScreenExclusiveEXT {
+    VK_FULL_SCREEN_EXCLUSIVE_DEFAULT_EXT = 0,
+    VK_FULL_SCREEN_EXCLUSIVE_ALLOWED_EXT = 1,
+    VK_FULL_SCREEN_EXCLUSIVE_DISALLOWED_EXT = 2,
+    VK_FULL_SCREEN_EXCLUSIVE_APPLICATION_CONTROLLED_EXT = 3,
+    VK_FULL_SCREEN_EXCLUSIVE_MAX_ENUM_EXT = 0x7FFFFFFF
+} VkFullScreenExclusiveEXT;
+typedef struct VkSurfaceFullScreenExclusiveInfoEXT {
+    VkStructureType             sType;
+    void*                       pNext;
+    VkFullScreenExclusiveEXT    fullScreenExclusive;
+} VkSurfaceFullScreenExclusiveInfoEXT;
+
+typedef struct VkSurfaceCapabilitiesFullScreenExclusiveEXT {
+    VkStructureType    sType;
+    void*              pNext;
+    VkBool32           fullScreenExclusiveSupported;
+} VkSurfaceCapabilitiesFullScreenExclusiveEXT;
+
+typedef struct VkSurfaceFullScreenExclusiveWin32InfoEXT {
+    VkStructureType    sType;
+    const void*        pNext;
+    HMONITOR           hmonitor;
+} VkSurfaceFullScreenExclusiveWin32InfoEXT;
+
+typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfacePresentModes2EXT)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, uint32_t* pPresentModeCount, VkPresentModeKHR* pPresentModes);
+typedef VkResult (VKAPI_PTR *PFN_vkAcquireFullScreenExclusiveModeEXT)(VkDevice device, VkSwapchainKHR swapchain);
+typedef VkResult (VKAPI_PTR *PFN_vkReleaseFullScreenExclusiveModeEXT)(VkDevice device, VkSwapchainKHR swapchain);
+typedef VkResult (VKAPI_PTR *PFN_vkGetDeviceGroupSurfacePresentModes2EXT)(VkDevice device, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, VkDeviceGroupPresentModeFlagsKHR* pModes);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfacePresentModes2EXT(
+    VkPhysicalDevice                            physicalDevice,
+    const VkPhysicalDeviceSurfaceInfo2KHR*      pSurfaceInfo,
+    uint32_t*                                   pPresentModeCount,
+    VkPresentModeKHR*                           pPresentModes);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkAcquireFullScreenExclusiveModeEXT(
+    VkDevice                                    device,
+    VkSwapchainKHR                              swapchain);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkReleaseFullScreenExclusiveModeEXT(
+    VkDevice                                    device,
+    VkSwapchainKHR                              swapchain);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceGroupSurfacePresentModes2EXT(
+    VkDevice                                    device,
+    const VkPhysicalDeviceSurfaceInfo2KHR*      pSurfaceInfo,
+    VkDeviceGroupPresentModeFlagsKHR*           pModes);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_xcb.h

@@ -0,0 +1,65 @@
+#ifndef VULKAN_XCB_H_
+#define VULKAN_XCB_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_xcb_surface 1
+#define VK_KHR_XCB_SURFACE_SPEC_VERSION   6
+#define VK_KHR_XCB_SURFACE_EXTENSION_NAME "VK_KHR_xcb_surface"
+typedef VkFlags VkXcbSurfaceCreateFlagsKHR;
+typedef struct VkXcbSurfaceCreateInfoKHR {
+    VkStructureType               sType;
+    const void*                   pNext;
+    VkXcbSurfaceCreateFlagsKHR    flags;
+    xcb_connection_t*             connection;
+    xcb_window_t                  window;
+} VkXcbSurfaceCreateInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateXcbSurfaceKHR)(VkInstance instance, const VkXcbSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceXcbPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, xcb_connection_t* connection, xcb_visualid_t visual_id);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateXcbSurfaceKHR(
+    VkInstance                                  instance,
+    const VkXcbSurfaceCreateInfoKHR*            pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+
+VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceXcbPresentationSupportKHR(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    queueFamilyIndex,
+    xcb_connection_t*                           connection,
+    xcb_visualid_t                              visual_id);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_xlib.h

@@ -0,0 +1,65 @@
+#ifndef VULKAN_XLIB_H_
+#define VULKAN_XLIB_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_KHR_xlib_surface 1
+#define VK_KHR_XLIB_SURFACE_SPEC_VERSION  6
+#define VK_KHR_XLIB_SURFACE_EXTENSION_NAME "VK_KHR_xlib_surface"
+typedef VkFlags VkXlibSurfaceCreateFlagsKHR;
+typedef struct VkXlibSurfaceCreateInfoKHR {
+    VkStructureType                sType;
+    const void*                    pNext;
+    VkXlibSurfaceCreateFlagsKHR    flags;
+    Display*                       dpy;
+    Window                         window;
+} VkXlibSurfaceCreateInfoKHR;
+
+typedef VkResult (VKAPI_PTR *PFN_vkCreateXlibSurfaceKHR)(VkInstance instance, const VkXlibSurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface);
+typedef VkBool32 (VKAPI_PTR *PFN_vkGetPhysicalDeviceXlibPresentationSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, Display* dpy, VisualID visualID);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkCreateXlibSurfaceKHR(
+    VkInstance                                  instance,
+    const VkXlibSurfaceCreateInfoKHR*           pCreateInfo,
+    const VkAllocationCallbacks*                pAllocator,
+    VkSurfaceKHR*                               pSurface);
+
+VKAPI_ATTR VkBool32 VKAPI_CALL vkGetPhysicalDeviceXlibPresentationSupportKHR(
+    VkPhysicalDevice                            physicalDevice,
+    uint32_t                                    queueFamilyIndex,
+    Display*                                    dpy,
+    VisualID                                    visualID);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/include/vulkan/vulkan_xlib_xrandr.h

@@ -0,0 +1,55 @@
+#ifndef VULKAN_XLIB_XRANDR_H_
+#define VULKAN_XLIB_XRANDR_H_ 1
+
+/*
+** Copyright (c) 2015-2020 The Khronos Group Inc.
+**
+** Licensed under the Apache License, Version 2.0 (the "License");
+** you may not use this file except in compliance with the License.
+** You may obtain a copy of the License at
+**
+**     http://www.apache.org/licenses/LICENSE-2.0
+**
+** Unless required by applicable law or agreed to in writing, software
+** distributed under the License is distributed on an "AS IS" BASIS,
+** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+** See the License for the specific language governing permissions and
+** limitations under the License.
+*/
+
+/*
+** This header is generated from the Khronos Vulkan XML API Registry.
+**
+*/
+
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+
+
+#define VK_EXT_acquire_xlib_display 1
+#define VK_EXT_ACQUIRE_XLIB_DISPLAY_SPEC_VERSION 1
+#define VK_EXT_ACQUIRE_XLIB_DISPLAY_EXTENSION_NAME "VK_EXT_acquire_xlib_display"
+typedef VkResult (VKAPI_PTR *PFN_vkAcquireXlibDisplayEXT)(VkPhysicalDevice physicalDevice, Display* dpy, VkDisplayKHR display);
+typedef VkResult (VKAPI_PTR *PFN_vkGetRandROutputDisplayEXT)(VkPhysicalDevice physicalDevice, Display* dpy, RROutput rrOutput, VkDisplayKHR* pDisplay);
+
+#ifndef VK_NO_PROTOTYPES
+VKAPI_ATTR VkResult VKAPI_CALL vkAcquireXlibDisplayEXT(
+    VkPhysicalDevice                            physicalDevice,
+    Display*                                    dpy,
+    VkDisplayKHR                                display);
+
+VKAPI_ATTR VkResult VKAPI_CALL vkGetRandROutputDisplayEXT(
+    VkPhysicalDevice                            physicalDevice,
+    Display*                                    dpy,
+    RROutput                                    rrOutput,
+    VkDisplayKHR*                               pDisplay);
+#endif
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

examples/godot_logistic_regression/custom_module/kompute_summator/register_types.cpp

@@ -0,0 +1,14 @@
+/* register_types.cpp */
+
+#include "register_types.h"
+
+#include "core/class_db.h"
+#include "KomputeSummatorNode.h"
+
+void register_kompute_summator_types() {
+    ClassDB::register_class<KomputeSummatorNode>();
+}
+
+void unregister_kompute_summator_types() {
+   // Nothing to do here in this example.
+}

examples/godot_logistic_regression/custom_module/kompute_summator/register_types.h

@@ -0,0 +1,6 @@
+/* register_types.h */
+#pragma once
+
+void register_kompute_summator_types();
+void unregister_kompute_summator_types();
+/* yes, the word in the middle must be the same as the module folder name */

examples/godot_logistic_regression/gdnative_shared/.gitignore

@@ -0,0 +1,4 @@
+vulkan-kompute
+lib
+godot-cpp
+.import

examples/godot_logistic_regression/gdnative_shared/CMakeLists.txt

@@ -0,0 +1,40 @@
+cmake_minimum_required(VERSION 3.17.0)
+project(kompute_godot VERSION 0.1.0)
+
+set(CMAKE_CXX_STANDARD 14)
+
+set(KOMPUTE_EXTRA_CXX_FLAGS "" CACHE STRING "Extra compile flags for Kompute, see docs for full list")
+
+# It is necessary to pass the DEBUG or RELEASE flag accordingly to Kompute
+set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -DDEBUG=1 ${KOMPUTE_EXTRA_CXX_FLAGS}")
+set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -DRELEASE=1 ${KOMPUTE_EXTRA_CXX_FLAGS}")
+
+set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CC_FLAGS} /W3 /MDd /Zi /EHsc /Ox /DNDEBUG /FS")
+
+find_package(kompute REQUIRED)
+find_package(Vulkan REQUIRED)
+
+add_library(kompute_godot
+    SHARED
+    src/KomputeSummator.cpp
+    src/KomputeGdNative.cpp)
+
+target_include_directories(
+    kompute_godot PUBLIC
+    src/
+    godot-cpp/include 
+    godot-cpp/include/core 
+    godot-cpp/include/gen 
+    godot-cpp/godot_headers
+
+)
+
+target_link_libraries(kompute_godot
+    kompute::kompute
+    Vulkan::Vulkan
+)
+
+target_link_libraries(kompute_godot
+    ${CMAKE_CURRENT_SOURCE_DIR}/godot-cpp/bin/libgodot-cpp.windows.release.default.lib
+)
+

examples/godot_logistic_regression/gdnative_shared/README.md

@@ -0,0 +1,25 @@
+# Vulkan Kompute Godot Example
+
+## Set Up Dependencies
+
+We can get all the required dependencies from godot by running
+
+```
+git clone --branch 3.2 https://github.com/godotengine/godot-cpp
+
+cd godot-cpp
+```
+
+Then we can get all the subomdules
+
+```
+git submodule sync
+```
+
+and we build the bindings
+
+```
+scons -j16 platform=linuxbsd target=debug
+
+```
+

examples/godot_logistic_regression/gdnative_shared/src/KomputeGdNative.cpp

@@ -0,0 +1,15 @@
+#include "KomputeSummator.hpp"
+
+extern "C" void GDN_EXPORT godot_gdnative_init(godot_gdnative_init_options *o) {
+    godot::Godot::gdnative_init(o);
+}
+
+extern "C" void GDN_EXPORT godot_gdnative_terminate(godot_gdnative_terminate_options *o) {
+    godot::Godot::gdnative_terminate(o);
+}
+
+extern "C" void GDN_EXPORT godot_nativescript_init(void *handle) {
+    godot::Godot::nativescript_init(handle);
+
+    godot::register_class<godot::KomputeSummator>();
+}

examples/godot_logistic_regression/gdnative_shared/src/KomputeSummator.cpp

@@ -0,0 +1,142 @@
+/* summator.cpp */
+
+#include <vector>
+#include <string>
+#include <iostream>
+
+#include "KomputeSummator.hpp"
+
+namespace godot {
+
+KomputeSummator::KomputeSummator() {
+    std::cout << "CALLING CONSTRUCTOR" << std::endl;
+    this->_init();
+}
+
+void KomputeSummator::train(Array yArr, Array xIArr, Array xJArr) {
+
+    assert(y.size() == xI.size());
+    assert(xI.size() == xJ.size());
+
+    std::vector<float> yData;
+    std::vector<float> xIData;
+    std::vector<float> xJData;
+    std::vector<float> zerosData;
+
+    for (size_t i = 0; i < yArr.size(); i++) {
+        yData.push_back(yArr[i]);
+        xIData.push_back(xIArr[i]);
+        xJData.push_back(xJArr[i]);
+        zerosData.push_back(0);
+    }
+
+    uint32_t ITERATIONS = 100;
+    float learningRate = 0.1;
+
+    std::shared_ptr<kp::Tensor> xI{ new kp::Tensor(xIData) };
+    std::shared_ptr<kp::Tensor> xJ{ new kp::Tensor(xJData) };
+
+    std::shared_ptr<kp::Tensor> y{ new kp::Tensor(yData) };
+
+    std::shared_ptr<kp::Tensor> wIn{ new kp::Tensor({ 0.001, 0.001 }) };
+    std::shared_ptr<kp::Tensor> wOutI{ new kp::Tensor(zerosData) };
+    std::shared_ptr<kp::Tensor> wOutJ{ new kp::Tensor(zerosData) };
+
+    std::shared_ptr<kp::Tensor> bIn{ new kp::Tensor({ 0 }) };
+    std::shared_ptr<kp::Tensor> bOut{ new kp::Tensor(zerosData) };
+
+    std::shared_ptr<kp::Tensor> lOut{ new kp::Tensor(zerosData) };
+
+    std::vector<std::shared_ptr<kp::Tensor>> params = { xI,  xJ,    y,
+                                                        wIn, wOutI, wOutJ,
+                                                        bIn, bOut,  lOut };
+
+    {
+        kp::Manager mgr;
+
+        if (std::shared_ptr<kp::Sequence> sq =
+              mgr.getOrCreateManagedSequence("createTensors").lock()) {
+
+            sq->begin();
+
+            sq->record<kp::OpTensorCreate>(params);
+
+            sq->end();
+            sq->eval();
+
+            // Record op algo base
+            sq->begin();
+
+            sq->record<kp::OpTensorSyncDevice>({ wIn, bIn });
+
+            sq->record<kp::OpAlgoBase<>>(
+              params, std::vector<char>(LR_SHADER.begin(), LR_SHADER.end()));
+
+            sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });
+
+            sq->end();
+
+            // Iterate across all expected iterations
+            for (size_t i = 0; i < ITERATIONS; i++) {
+
+                sq->eval();
+
+                for (size_t j = 0; j < bOut->size(); j++) {
+                    wIn->data()[0] -= learningRate * wOutI->data()[j];
+                    wIn->data()[1] -= learningRate * wOutJ->data()[j];
+                    bIn->data()[0] -= learningRate * bOut->data()[j];
+                }
+            }
+        }
+    }
+
+    SPDLOG_INFO("RESULT: <<<<<<<<<<<<<<<<<<<");
+    SPDLOG_INFO(wIn->data()[0]);
+    SPDLOG_INFO(wIn->data()[1]);
+    SPDLOG_INFO(bIn->data()[0]);
+
+    this->mWeights = kp::Tensor(wIn->data());
+    this->mBias = kp::Tensor(bIn->data());
+}
+
+Array KomputeSummator::predict(Array xI, Array xJ) {
+    assert(xI.size() == xJ.size());
+
+    Array retArray;
+
+    // We run the inference in the CPU for simplicity
+    // BUt you can also implement the inference on GPU 
+    // GPU implementation would speed up minibatching
+    for (size_t i = 0; i < xI.size(); i++) {
+        float xIVal = xI[i];
+        float xJVal = xJ[i];
+        float result = (xIVal * this->mWeights.data()[0]
+                + xJVal * this->mWeights.data()[1]
+                + this->mBias.data()[0]);
+
+        // Instead of using sigmoid we'll just return full numbers
+        Variant var = result > 0 ? 1 : 0;
+        retArray.push_back(var);
+    }
+
+    return retArray;
+}
+
+void KomputeSummator::_init() {
+    std::cout << "CALLING INIT" << std::endl;
+}
+
+void KomputeSummator::_process(float delta) {
+
+}
+
+void KomputeSummator::_register_methods() {
+    register_method((char *)"_process", &KomputeSummator::_process);
+    register_method((char *)"_init", &KomputeSummator::_init);
+
+    register_method((char *)"train", &KomputeSummator::train);
+    register_method((char *)"predict", &KomputeSummator::predict);
+}
+
+}
+

examples/godot_logistic_regression/gdnative_shared/src/KomputeSummator.hpp

@@ -0,0 +1,89 @@
+#pragma once
+
+#include <Godot.hpp>
+#include <Node2D.hpp>
+#include <Array.hpp>
+
+#include <memory>
+
+#include "kompute/Kompute.hpp"
+
+namespace godot {
+class KomputeSummator : public Node2D {
+private:
+    GODOT_CLASS(KomputeSummator, Node2D);
+
+public:
+    KomputeSummator();
+
+    void train(Array y, Array xI, Array xJ);
+    Array predict(Array xI, Array xJ);
+
+    void _process(float delta);
+    void _init();
+
+    static void _register_methods();
+
+private:
+    kp::Tensor mWeights;
+    kp::Tensor mBias;
+};
+
+static std::string LR_SHADER = R"(
+#version 450
+
+layout (constant_id = 0) const uint M = 0;
+
+layout (local_size_x = 1) in;
+
+layout(set = 0, binding = 0) buffer bxi { float xi[]; };
+layout(set = 0, binding = 1) buffer bxj { float xj[]; };
+layout(set = 0, binding = 2) buffer by { float y[]; };
+layout(set = 0, binding = 3) buffer bwin { float win[]; };
+layout(set = 0, binding = 4) buffer bwouti { float wouti[]; };
+layout(set = 0, binding = 5) buffer bwoutj { float woutj[]; };
+layout(set = 0, binding = 6) buffer bbin { float bin[]; };
+layout(set = 0, binding = 7) buffer bbout { float bout[]; };
+layout(set = 0, binding = 8) buffer blout { float lout[]; };
+
+float m = float(M);
+
+float sigmoid(float z) {
+    return 1.0 / (1.0 + exp(-z));
+}
+
+float inference(vec2 x, vec2 w, float b) {
+    // Compute the linear mapping function
+    float z = dot(w, x) + b;
+    // Calculate the y-hat with sigmoid 
+    float yHat = sigmoid(z);
+    return yHat;
+}
+
+float calculateLoss(float yHat, float y) {
+    return -(y * log(yHat)  +  (1.0 - y) * log(1.0 - yHat));
+}
+
+void main() {
+    uint idx = gl_GlobalInvocationID.x;
+
+    vec2 wCurr = vec2(win[0], win[1]);
+    float bCurr = bin[0];
+
+    vec2 xCurr = vec2(xi[idx], xj[idx]);
+    float yCurr = y[idx];
+
+    float yHat = inference(xCurr, wCurr, bCurr);
+
+    float dZ = yHat - yCurr;
+    vec2 dW = (1. / m) * xCurr * dZ;
+    float dB = (1. / m) * dZ;
+    wouti[idx] = dW.x;
+    woutj[idx] = dW.y;
+    bout[idx] = dB;
+
+    lout[idx] = calculateLoss(yHat, yCurr);
+}
+)";
+
+}

examples/godot_logistic_regression/godot_resources/assets/CustomModuleExampleScene.tscn

@@ -0,0 +1,8 @@
+[gd_scene load_steps=2 format=2]
+
+[ext_resource path="res://godot_resources/scripts/CustomModuleExampleScene.gd" type="Script" id=1]
+
+[node name="Parent" type="Node2D"]
+script = ExtResource( 1 )
+
+[node name="CustomKomputeNode" type="KomputeSummatorNode" parent="."]

examples/godot_logistic_regression/godot_resources/assets/DynamicExampleScene.tscn

@@ -0,0 +1,10 @@
+[gd_scene load_steps=3 format=2]
+
+[ext_resource path="res://godot_resources/scripts/DynamicExampleScript.gd" type="Script" id=1]
+[ext_resource path="res://godot_resources/scripts/KomputeNativeClass.gdns" type="Script" id=2]
+
+[node name="Parent" type="Node2D"]
+script = ExtResource( 1 )
+
+[node name="KomputeNode" type="Node2D" parent="."]
+script = ExtResource( 2 )

examples/godot_logistic_regression/godot_resources/assets/default_env.tres

@@ -0,0 +1,7 @@
+[gd_resource type="Environment" load_steps=2 format=2]
+
+[sub_resource type="ProceduralSky" id=1]
+
+[resource]
+background_mode = 2
+background_sky = SubResource( 1 )

examples/godot_logistic_regression/godot_resources/assets/icon.png.import

@@ -0,0 +1,34 @@
+[remap]
+
+importer="texture"
+type="StreamTexture"
+path="res://.import/icon.png-dceb2295401b72087458cab0725ade4f.stex"
+metadata={
+"vram_texture": false
+}
+
+[deps]
+
+source_file="res://godot_resources/assets/icon.png"
+dest_files=[ "res://.import/icon.png-dceb2295401b72087458cab0725ade4f.stex" ]
+
+[params]
+
+compress/mode=0
+compress/lossy_quality=0.7
+compress/hdr_mode=0
+compress/bptc_ldr=0
+compress/normal_map=0
+flags/repeat=0
+flags/filter=true
+flags/mipmaps=false
+flags/anisotropic=false
+flags/srgb=2
+process/fix_alpha_border=true
+process/premult_alpha=false
+process/HDR_as_SRGB=false
+process/invert_color=false
+stream=false
+size_limit=0
+detect_3d=true
+svg/scale=1.0

examples/godot_logistic_regression/godot_resources/scripts/CustomModuleExampleScene.gd

@@ -0,0 +1,28 @@
+extends Node2D
+
+# Called when the node enters the scene tree for the first time.
+func _ready():
+    print("hello")
+
+    # Use existing node
+    print($CustomKomputeNode.get_total())
+
+    $CustomKomputeNode.add(10)
+    print($CustomKomputeNode.get_total())
+
+    $CustomKomputeNode.add(10)
+    print($CustomKomputeNode.get_total())
+
+    # Create new instance
+    var s = KomputeSummatorNode.new()
+
+    # This will print 0 as it's a new instance
+    print(s.get_total())
+
+    # Now we can again send further commands
+    s.add(10)
+    print(s.get_total())
+
+    s.add(10)
+    print(s.get_total())
+

examples/godot_logistic_regression/godot_resources/scripts/DynamicExampleScript.gd

@@ -0,0 +1,29 @@
+extends Node2D
+
+# Called when the node enters the scene tree for the first time.
+func _ready():
+
+    var xi = [0, 1, 1, 1, 1, 1]
+    var xj = [0, 0, 0, 1, 1, 1]
+
+    var y_train_1 = [0, 0, 0, 1, 1, 1]
+
+    print("Training with " + str(y_train_1))
+    $KomputeNode.train(y_train_1, xi, xj)
+
+    print("Now running prediction with " + str(xi) + " and " + str(xj))
+    print($KomputeNode.predict(xi, xj))
+
+    # We can also reference the class as named in editor
+    # and create a new instance
+    var s = KomputeSummator.new()
+
+    # We can use a new prediciton value to see how weights change
+    var y_train_2 = [0, 0, 1, 1, 1, 1]
+
+    print("\nTraining with " + str(y_train_2))
+    s.train(y_train_2, xi, xj)
+
+    print("Now running prediction with " + str(xi) + " and " + str(xj))
+    print(s.predict(xi, xj))
+

examples/godot_logistic_regression/godot_resources/scripts/KomputeNativeClass.gdns

@@ -0,0 +1,8 @@
+[gd_resource type="NativeScript" load_steps=2 format=2]
+
+[ext_resource path="res://godot_resources/scripts/KomputeNativeLibrary.gdnlib" type="GDNativeLibrary" id=1]
+
+[resource]
+class_name = "KomputeSummator"
+library = ExtResource( 1 )
+script_class_name = "KomputeSummator"

examples/godot_logistic_regression/godot_resources/scripts/KomputeNativeLibrary.gdnlib

@@ -0,0 +1,14 @@
+[general]
+
+singleton=false
+load_once=true
+symbol_prefix="godot_"
+reloadable=false
+
+[entry]
+
+Windows.64="res://gdnative_shared/build/Release/kompute_godot.dll"
+
+[dependencies]
+
+Windows.64=[  ]

examples/godot_logistic_regression/project.godot

@@ -0,0 +1,29 @@
+; Engine configuration file.
+; It's best edited using the editor UI and not directly,
+; since the parameters that go here are not all obvious.
+;
+; Format:
+;   [section] ; section goes between []
+;   param=value ; assign values to parameters
+
+config_version=4
+
+_global_script_classes=[ {
+"base": "",
+"class": "KomputeSummator",
+"language": "NativeScript",
+"path": "res://godot_resources/scripts/KomputeNativeClass.gdns"
+} ]
+_global_script_class_icons={
+"KomputeSummator": ""
+}
+
+[application]
+
+config/name="KomputeGame"
+run/main_scene="res://godot_resources/assets/DynamicExampleScene.tscn"
+config/icon="res://godot_resources/assets/icon.png"
+
+[rendering]
+
+environment/default_environment="res://godot_resources/assets/default_env.tres"