Updated repository to use cmakelists for compilation

2020-08-24 20:56:25 +01:00 · 2020-08-24 20:56:25 +01:00 · af74e25e35
commit af74e25e35
parent ecc9a1e273
25 changed files with 250 additions and 228 deletions
--- a/src/include/kompute/Algorithm.hpp
+++ b/src/include/kompute/Algorithm.hpp
@ -0,0 +1,66 @@
+#pragma once
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/Tensor.hpp"
+
+namespace kp {
+
+class Algorithm
+{
+  public:
+    Algorithm();
+
+    Algorithm(std::shared_ptr<vk::Device> device,
+              std::shared_ptr<vk::CommandBuffer> commandBuffer);
+
+    // TODO: Add specialisation data
+    // TODO: Explore other ways of passing shader (ie raw bytes)
+    void init(const std::vector<char>& shaderFileData,
+              std::vector<std::shared_ptr<Tensor>> tensorParams);
+
+    ~Algorithm();
+
+    // Record commands
+    void recordDispatch(uint32_t x = 1, uint32_t y = 1, uint32_t z = 1);
+
+  private:
+    // Shared resources
+    std::shared_ptr<vk::Device> mDevice;
+    std::shared_ptr<vk::CommandBuffer> mCommandBuffer;
+
+    // Resources owned by default
+    std::shared_ptr<vk::DescriptorSetLayout> mDescriptorSetLayout;
+    bool mFreeDescriptorSetLayout = false;
+    std::shared_ptr<vk::DescriptorPool> mDescriptorPool;
+    bool mFreeDescriptorPool = false;
+    // TODO: Explore design for multiple descriptor sets
+    std::shared_ptr<vk::DescriptorSet> mDescriptorSet;
+    bool mFreeDescriptorSet = false;
+    std::shared_ptr<vk::ShaderModule> mShaderModule;
+    bool mFreeShaderModule = false;
+    std::shared_ptr<vk::PipelineLayout> mPipelineLayout;
+    bool mFreePipelineLayout = false;
+    std::shared_ptr<vk::PipelineCache> mPipelineCache;
+    bool mFreePipelineCache = false;
+    std::shared_ptr<vk::Pipeline> mPipeline;
+    bool mFreePipeline = false;
+
+    // Create util functions
+    void createShaderModule(const std::vector<char>& shaderFileData);
+    void createPipeline();
+    // Parameters
+    void createParameters(std::vector<std::shared_ptr<Tensor>>& tensorParams);
+    void createDescriptorPool();
+
+};
+
+} // End namespace kp
--- a/src/include/kompute/Manager.hpp
+++ b/src/include/kompute/Manager.hpp
@ -0,0 +1,70 @@
+#pragma once
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/Sequence.hpp"
+
+namespace kp {
+
+class Manager
+{
+  private:
+  public:
+    Manager();
+
+    Manager(std::shared_ptr<vk::Instance> instance,
+            std::shared_ptr<vk::Device>,
+            uint32_t queueIndex);
+
+    ~Manager();
+
+    Sequence constructSequence();
+
+    template<typename T, typename... TArgs>
+    void evalOp(std::vector<std::shared_ptr<Tensor>> tensors)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOp triggered");
+        Sequence sq(this->mPhysicalDevice,
+                    this->mDevice,
+                    this->mComputeQueue,
+                    this->mComputeQueueFamilyIndex);
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence BEGIN");
+        sq.begin();
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence RECORD");
+        sq.record<T>(tensors);
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence END");
+        sq.end();
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence EVAL");
+        sq.eval();
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence SUCCESS");
+    }
+
+  private:
+    std::shared_ptr<vk::Instance> mInstance = nullptr;
+    bool mFreeInstance = false;
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
+    uint32_t mPhysicalDeviceIndex = -1;
+    std::shared_ptr<vk::Device> mDevice = nullptr;
+    bool mFreeDevice = false;
+    uint32_t mComputeQueueFamilyIndex = -1;
+    std::shared_ptr<vk::Queue> mComputeQueue = nullptr;
+
+#if DEBUG
+    vk::DebugReportCallbackEXT mDebugReportCallback;
+    vk::DispatchLoaderDynamic mDebugDispatcher;
+#endif
+
+    // Create functions
+    void createInstance();
+    void createDevice();
+};
+
+} // End namespace kp
--- a/src/include/kompute/OpBase.hpp
+++ b/src/include/kompute/OpBase.hpp
@ -0,0 +1,53 @@
+#pragma once
+
+#include <string>
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/Tensor.hpp"
+
+namespace kp {
+
+class OpBase
+{
+  private:
+  public:
+    OpBase() { SPDLOG_DEBUG("Compute OpBase base constructor"); }
+
+    OpBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer)
+    {
+        SPDLOG_DEBUG("Compute OpBase constructor with params");
+
+        this->mPhysicalDevice = physicalDevice;
+        this->mDevice = device;
+        this->mCommandBuffer = commandBuffer;
+    }
+
+    ~OpBase() { SPDLOG_DEBUG("Compute OpBase destructor started"); }
+
+    virtual void init(std::vector<std::shared_ptr<Tensor>> tensors)
+    {
+        SPDLOG_DEBUG("Kompute OpBase init called");
+    }
+
+    virtual void record() { SPDLOG_DEBUG("Kompute OpBase record called"); }
+
+    virtual void postSubmit() { SPDLOG_DEBUG("Kompute OpBase init called"); }
+
+  protected:
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice;
+    std::shared_ptr<vk::Device> mDevice;
+    std::shared_ptr<vk::CommandBuffer> mCommandBuffer;
+};
+
+} // End namespace kp
--- a/src/include/kompute/OpCreateTensor.hpp
+++ b/src/include/kompute/OpCreateTensor.hpp
@ -0,0 +1,41 @@
+#pragma once
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/Tensor.hpp"
+
+#include "kompute/OpBase.hpp"
+
+namespace kp {
+
+class OpCreateTensor : public OpBase
+{
+  public:
+    OpCreateTensor();
+
+    OpCreateTensor(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+                   std::shared_ptr<vk::Device> device,
+                   std::shared_ptr<vk::CommandBuffer> commandBuffer);
+
+    ~OpCreateTensor();
+
+    void init(std::vector<std::shared_ptr<Tensor>> tensors) override;
+
+    void record() override;
+
+    void postSubmit() override;
+
+  private:
+    std::shared_ptr<Tensor> mPrimaryTensor;
+    std::shared_ptr<Tensor> mStagingTensor;
+};
+
+} // End namespace kp
--- a/src/include/kompute/OpMult.hpp
+++ b/src/include/kompute/OpMult.hpp
@ -0,0 +1,236 @@
+#pragma once
+
+#include <fstream>
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/Algorithm.hpp"
+#include "kompute/Tensor.hpp"
+
+#include "kompute/OpBase.hpp"
+
+namespace kp {
+
+template<uint32_t tX = 0, uint32_t tY = 0, uint32_t tZ = 0>
+class OpMult : public OpBase
+{
+  public:
+    OpMult();
+
+    OpMult(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer);
+
+    ~OpMult();
+
+    void init(std::vector<std::shared_ptr<Tensor>> tensors) override;
+
+    void record() override;
+
+    void postSubmit() override;
+
+  private:
+    // Always owned resources
+    std::shared_ptr<Tensor> mTensorOutputStaging;
+
+    // Optionally owned resources
+    std::shared_ptr<Algorithm> mAlgorithm;
+    bool mFreeAlgorithm = false;
+
+    // Never owned resources
+    std::shared_ptr<Tensor> mTensorLHS;
+    std::shared_ptr<Tensor> mTensorRHS;
+    std::shared_ptr<Tensor> mTensorOutput;
+
+    uint32_t mX;
+    uint32_t mY;
+    uint32_t mZ;
+};
+
+} // End namespace kp
+
+// Including implemenation for template class
+#ifndef OPMULT_CPP
+#define OPMULT_CPP
+
+namespace kp {
+
+template<uint32_t tX, uint32_t tY, uint32_t tZ>
+OpMult<tX, tY, tZ>::OpMult()
+{
+    SPDLOG_DEBUG("Kompute OpMult constructor base");
+}
+
+// TODO: Remove physicalDevice from main initialiser
+template<uint32_t tX, uint32_t tY, uint32_t tZ>
+OpMult<tX, tY, tZ>::OpMult(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+               std::shared_ptr<vk::Device> device,
+               std::shared_ptr<vk::CommandBuffer> commandBuffer)
+  : OpBase(physicalDevice, device, commandBuffer)
+{
+    SPDLOG_DEBUG("Kompute OpMult constructor with params");
+
+    this->mAlgorithm = std::make_shared<Algorithm>(device, commandBuffer);
+}
+
+template<uint32_t tX, uint32_t tY, uint32_t tZ>
+OpMult<tX, tY, tZ>::~OpMult()
+{
+    SPDLOG_DEBUG("Kompute OpMult destructor started");
+
+}
+
+template<uint32_t tX, uint32_t tY, uint32_t tZ>
+void
+OpMult<tX, tY, tZ>::init(std::vector<std::shared_ptr<Tensor>> tensors)
+{
+    SPDLOG_DEBUG("Kompute OpMult init called");
+
+    if (tensors.size() < 3) {
+        throw std::runtime_error(
+          "Kompute OpMult called with less than 1 tensor");
+    } else if (tensors.size() > 3) {
+        spdlog::warn("Kompute OpMult called with more than 3 tensors");
+    }
+
+    this->mTensorLHS = tensors[0];
+    this->mTensorRHS = tensors[1];
+    this->mTensorOutput = tensors[2];
+
+    // The dispatch size is set up based on either explicitly provided template parameters or by default it would take the shape and size of the tensors
+    if (tX > 0) {
+        // If at least the x value is provided we use mainly the parameters provided
+        this->mX = tX;
+        this->mY = tY > 0 ? tY : 1;
+        this->mZ = tZ > 0 ? tZ : 1;
+    }
+    else {
+        // TODO: Fully support the full size dispatch using size for the shape
+        this->mX = this->mTensorLHS->size();
+        this->mY = 1;
+        this->mZ = 1;
+    }
+    spdlog::info("Kompute OpMult dispatch size X: {}, Y: {}, Z: {}", this->mX, this->mY, this->mZ);
+
+    // TODO: Explore adding a validate function
+    if (!(this->mTensorLHS->isInit() && this->mTensorRHS->isInit() &&
+          this->mTensorOutput->isInit())) {
+        throw std::runtime_error(
+          "Kompute OpMult all tensor parameters must be initialised. LHS: " +
+          std::to_string(this->mTensorLHS->isInit()) +
+          " RHS: " + std::to_string(this->mTensorRHS->isInit()) +
+          " Output: " + std::to_string(this->mTensorOutput->isInit()));
+    }
+
+    // TODO: Explore use-cases where tensors shouldn't be the same size, and how
+    // to deal with those situations
+    if (!(this->mTensorLHS->size() == this->mTensorRHS->size() &&
+          this->mTensorRHS->size() == this->mTensorOutput->size())) {
+        throw std::runtime_error(
+          "Kompute OpMult all tensor parameters must be the same size LHS: " +
+          std::to_string(this->mTensorLHS->size()) +
+          " RHS: " + std::to_string(this->mTensorRHS->size()) +
+          " Output: " + std::to_string(this->mTensorOutput->size()));
+    }
+
+    this->mTensorOutputStaging = std::make_shared<Tensor>(
+      this->mTensorOutput->data(), Tensor::TensorTypes::eStaging);
+
+    this->mTensorOutputStaging->init(this->mPhysicalDevice,
+                                     this->mDevice,
+                                     this->mCommandBuffer);
+
+#if RELEASE
+    std::vector<char> shaderFileData(
+            shader_data::shaders_glsl_opmult_comp_spv,
+            shader_data::shaders_glsl_opmult_comp_spv + kp::shader_data::shaders_glsl_opmult_comp_spv_len);
+#else
+
+    // TODO: Move to utility function
+    std::string shaderFilePath = "shaders/glsl/opmult.comp.spv";
+    std::ifstream fileStream(shaderFilePath,
+                             std::ios::binary | std::ios::in | std::ios::ate);
+
+    size_t shaderFileSize = fileStream.tellg();
+    fileStream.seekg(0, std::ios::beg);
+    char* shaderDataRaw = new char[shaderFileSize];
+    fileStream.read(shaderDataRaw, shaderFileSize);
+    fileStream.close();
+
+    std::vector<char> shaderFileData(shaderDataRaw, shaderDataRaw + shaderFileSize);
+#endif
+
+    this->mAlgorithm->init(shaderFileData, tensors);
+}
+
+template<uint32_t tX, uint32_t tY, uint32_t tZ>
+void
+OpMult<tX, tY, tZ>::record()
+{
+    SPDLOG_DEBUG("Kompute OpMult record called");
+
+    // Barrier to ensure the data is finished writing to buffer memory
+    this->mTensorLHS->recordBufferMemoryBarrier(
+        vk::AccessFlagBits::eHostWrite,
+        vk::AccessFlagBits::eShaderRead,
+        vk::PipelineStageFlagBits::eHost,
+        vk::PipelineStageFlagBits::eComputeShader);
+    this->mTensorRHS->recordBufferMemoryBarrier(
+        vk::AccessFlagBits::eHostWrite,
+        vk::AccessFlagBits::eShaderRead,
+        vk::PipelineStageFlagBits::eHost,
+        vk::PipelineStageFlagBits::eComputeShader);
+
+    this->mAlgorithm->recordDispatch(this->mX, this->mY, this->mZ);
+
+    // Barrier to ensure the shader code is executed before buffer read
+    this->mTensorLHS->recordBufferMemoryBarrier(
+        vk::AccessFlagBits::eShaderWrite,
+        vk::AccessFlagBits::eTransferRead,
+        vk::PipelineStageFlagBits::eComputeShader,
+        vk::PipelineStageFlagBits::eTransfer);
+    this->mTensorOutput->recordBufferMemoryBarrier(
+        vk::AccessFlagBits::eShaderWrite,
+        vk::AccessFlagBits::eTransferRead,
+        vk::PipelineStageFlagBits::eComputeShader,
+        vk::PipelineStageFlagBits::eTransfer);
+
+    this->mTensorOutputStaging->recordCopyFrom(this->mTensorOutput);
+
+    // Buffer to ensure wait until data is copied to staging buffer
+    this->mTensorLHS->recordBufferMemoryBarrier(
+        vk::AccessFlagBits::eTransferWrite,
+        vk::AccessFlagBits::eHostRead,
+        vk::PipelineStageFlagBits::eTransfer,
+        vk::PipelineStageFlagBits::eHost);
+    this->mTensorOutput->recordBufferMemoryBarrier(
+        vk::AccessFlagBits::eTransferWrite,
+        vk::AccessFlagBits::eHostRead,
+        vk::PipelineStageFlagBits::eTransfer,
+        vk::PipelineStageFlagBits::eHost);
+}
+
+template<uint32_t tX, uint32_t tY, uint32_t tZ>
+void
+OpMult<tX, tY, tZ>::postSubmit()
+{
+    SPDLOG_DEBUG("Kompute OpMult postSubmit called");
+
+    this->mTensorOutputStaging->mapDataFromHostMemory();
+
+    this->mTensorOutput->setData(this->mTensorOutputStaging->data());
+}
+
+}
+
+#endif // #ifndef OPMULT_CPP
+
+
--- a/src/include/kompute/Parameter.hpp
+++ b/src/include/kompute/Parameter.hpp
@ -0,0 +1,57 @@
+#pragma once
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/Tensor.hpp"
+
+namespace kp {
+
+class Algorithm
+{
+  public:
+    Algorithm();
+
+    Algorithm(std::shared_ptr<vk::Device> device);
+
+    // TODO: Add specialisation data
+    // TODO: Explore other ways of passing shader (ie raw bytes)
+    void init(std::string shaderFilePath,
+              std::vector<std::shared_ptr<Tensor>> tensorParams);
+
+    ~Algorithm();
+
+  private:
+    // Shared resources
+    std::shared_ptr<vk::Device> mDevice;
+
+    // Resources owned by default
+    std::shared_ptr<vk::DescriptorSetLayout> mDescriptorSetLayout;
+    bool mFreeDescriptorSetLayout = false;
+    std::shared_ptr<vk::DescriptorPool> mDescriptorPool;
+    bool mFreeDescriptorPool = false;
+    std::shared_ptr<vk::DescriptorSet> mDescriptorSet;
+    bool mFreeDescriptorSet = false;
+    std::shared_ptr<vk::ShaderModule> mShaderModule;
+    bool mFreeShaderModule = false;
+    std::shared_ptr<vk::PipelineLayout> mPipelineLayout;
+    bool mFreePipelineLayout = false;
+    std::shared_ptr<vk::PipelineCache> mPipelineCache;
+    bool mFreePipelineCache = false;
+    std::shared_ptr<vk::Pipeline> mPipeline;
+    bool mFreePipeline = false;
+
+    // Create util functions
+    void createParameters();
+    void createShaderModule(std::string shaderFilePath);
+    void createPipeline();
+};
+
+} // End namespace kp
--- a/src/include/kompute/Sequence.hpp
+++ b/src/include/kompute/Sequence.hpp
@ -0,0 +1,78 @@
+#pragma once
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#include "kompute/OpBase.hpp"
+
+namespace kp {
+
+class Sequence
+{
+  public:
+    Sequence();
+    Sequence(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+             std::shared_ptr<vk::Device> device,
+             std::shared_ptr<vk::Queue> computeQueue,
+             uint32_t queueIndex);
+    ~Sequence();
+
+    // Record command functions
+    void begin();
+    void end();
+    void eval();
+
+    // TODO: Explore design without template using just top level class
+    template<typename T, typename... TArgs>
+    void record(std::vector<std::shared_ptr<Tensor>> tensors)
+    {
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Template only valid with OpBase derived classes");
+
+        SPDLOG_DEBUG("Kompute Sequence record function started");
+
+        SPDLOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        T* op =
+          new T(this->mPhysicalDevice, this->mDevice, this->mCommandBuffer);
+        OpBase* baseOp = dynamic_cast<OpBase*>(op);
+
+        std::unique_ptr<OpBase> baseOpPtr{ baseOp };
+
+        SPDLOG_DEBUG("Kompute Sequence running init on OpBase derived class instance");
+        baseOpPtr->init(tensors);
+
+        SPDLOG_DEBUG("Kompute Sequence running record on OpBase derived class instance");
+        baseOpPtr->record();
+
+        mOperations.push_back(std::move(baseOpPtr));
+    }
+
+  private:
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
+    std::shared_ptr<vk::Device> mDevice = nullptr;
+    std::shared_ptr<vk::Queue> mComputeQueue = nullptr;
+    uint32_t mQueueIndex = -1;
+    std::shared_ptr<vk::CommandPool> mCommandPool = nullptr;
+    bool mFreeCommandPool = false;
+    std::shared_ptr<vk::CommandBuffer> mCommandBuffer = nullptr;
+    bool mFreeCommandBuffer = false;
+
+    // Base op objects
+    std::vector<std::unique_ptr<OpBase>> mOperations;
+
+    // Record state
+    bool mRecording = false;
+
+    // Create functions
+    void createCommandPool();
+    void createCommandBuffer();
+};
+
+} // End namespace kp
--- a/src/include/kompute/Tensor.hpp
+++ b/src/include/kompute/Tensor.hpp
@ -0,0 +1,89 @@
+#pragma once
+
+#include <vulkan/vulkan.h>
+#include <vulkan/vulkan.hpp>
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#endif
+
+#include <spdlog/spdlog.h>
+
+#define KP_MAX_DIM_SIZE 1
+
+namespace kp {
+
+class Tensor
+{
+  public:
+    enum class TensorTypes
+    {
+        eDevice = 0,
+        eStaging = 1,
+        eStorage = 2,
+    };
+
+    Tensor();
+
+    Tensor(std::vector<uint32_t> data,
+           TensorTypes tensorType = TensorTypes::eDevice);
+
+    ~Tensor();
+
+    void init(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+              std::shared_ptr<vk::Device> device,
+              std::shared_ptr<vk::CommandBuffer> commandBuffer);
+
+    // Create functions
+    void createBuffer();
+
+    // Getter functions
+    std::vector<uint32_t> data();
+    uint32_t size();
+    std::array<uint32_t, KP_MAX_DIM_SIZE> shape();
+    TensorTypes tensorType();
+    bool isInit();
+
+    // Setters
+    void setData(const std::vector<uint32_t>& data);
+
+    // Record functions
+    void recordCopyFrom(std::shared_ptr<Tensor> copyFromTensor);
+    // TODO: Explore simplifying by infering pipeline stage flag bits from
+    // access flag bits (as seems to be superset)
+    void recordBufferMemoryBarrier(vk::AccessFlagBits srcAccessMask,
+                                   vk::AccessFlagBits dstAccessMask,
+                                   vk::PipelineStageFlagBits srcStageMask,
+                                   vk::PipelineStageFlagBits dstStageMask);
+
+    // Util functions
+    vk::DescriptorBufferInfo constructDescriptorBufferInfo();
+    void mapDataFromHostMemory();
+    void mapDataIntoHostMemory();
+
+  private:
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice;
+    std::shared_ptr<vk::Device> mDevice;
+    std::shared_ptr<vk::CommandBuffer> mCommandBuffer;
+
+    std::shared_ptr<vk::Buffer> mBuffer;
+    bool mFreeBuffer;
+    std::shared_ptr<vk::DeviceMemory> mMemory;
+    bool mFreeMemory;
+
+    std::vector<uint32_t> mData;
+
+    TensorTypes mTensorType = TensorTypes::eDevice;
+
+    std::array<uint32_t, KP_MAX_DIM_SIZE> mShape; // TODO: Only 1D supported
+    bool mIsInit = false;
+    // uint32_t mDataType;
+
+    // Private util functions
+    vk::BufferUsageFlags getBufferUsageFlags();
+    vk::MemoryPropertyFlags getMemoryPropertyFlags();
+    uint64_t memorySize();
+};
+
+} // End namespace kp
--- a/src/include/kompute/shaders/computeheadless.hpp
+++ b/src/include/kompute/shaders/computeheadless.hpp
@ -0,0 +1,179 @@
+#ifndef SHADEROP_COMPUTEHEADLESS_HPP
+#define SHADEROP_COMPUTEHEADLESS_HPP
+
+namespace kp {
+namespace shader_data {
+static unsigned const char shaders_glsl_computeheadless_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x51, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x6d, 0x6f, 0x64, 0x28, 0x75, 0x31, 0x3b, 0x75,
+  0x31, 0x3b, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x78, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x4e, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00, 0x05, 0x00, 0x08, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47, 0x6c, 0x6f, 0x62, 0x61,
+  0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x49,
+  0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00, 0x1f, 0x00, 0x00, 0x00,
+  0x42, 0x55, 0x46, 0x5f, 0x53, 0x49, 0x5a, 0x45, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x05, 0x00, 0x28, 0x00, 0x00, 0x00, 0x73, 0x68, 0x61, 0x72,
+  0x65, 0x64, 0x54, 0x6f, 0x74, 0x61, 0x6c, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x31, 0x00, 0x00, 0x00, 0x50, 0x6f, 0x73, 0x00, 0x06, 0x00, 0x05, 0x00,
+  0x31, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x61, 0x64, 0x6a, 0x61, 0x63, 0x65, 0x6e, 0x74, 0x53, 0x75, 0x6d, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x70, 0x61, 0x72, 0x61,
+  0x6d, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x3d, 0x00, 0x00, 0x00,
+  0x70, 0x61, 0x72, 0x61, 0x6d, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x43, 0x00, 0x00, 0x00, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x44, 0x00, 0x00, 0x00, 0x70, 0x61, 0x72, 0x61,
+  0x6d, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x1f, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x30, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x31, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x03, 0x00, 0x31, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x33, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x50, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x21, 0x00, 0x05, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x04, 0x00, 0x17, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x02, 0x00, 0x20, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x04, 0x00, 0x26, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x15, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x2b, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x08, 0x01, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
+  0x30, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
+  0x31, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x32, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x32, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x35, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x06, 0x00, 0x17, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00,
+  0x4f, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x43, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xae, 0x00, 0x05, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
+  0x1f, 0x00, 0x00, 0x00, 0xf7, 0x00, 0x03, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0xfa, 0x00, 0x04, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x2b, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0xe0, 0x00, 0x04, 0x00, 0x2d, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0xe1, 0x00, 0x03, 0x00, 0x25, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x2b, 0x00, 0x00, 0x00,
+  0x2f, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x35, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x34, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x37, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0xea, 0x00, 0x07, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x38, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
+  0xe0, 0x00, 0x04, 0x00, 0x2d, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0xe1, 0x00, 0x03, 0x00, 0x25, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x3a, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x3c, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x3d, 0x00, 0x00, 0x00,
+  0x1f, 0x00, 0x00, 0x00, 0x39, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x35, 0x00, 0x00, 0x00,
+  0x3f, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x40, 0x00, 0x00, 0x00, 0x3f, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x41, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x82, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x42, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x43, 0x00, 0x00, 0x00, 0x42, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x44, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x39, 0x00, 0x06, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x45, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x43, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x35, 0x00, 0x00, 0x00, 0x46, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x45, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x47, 0x00, 0x00, 0x00, 0x46, 0x00, 0x00, 0x00,
+  0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00,
+  0x40, 0x00, 0x00, 0x00, 0x47, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x39, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x49, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x4a, 0x00, 0x00, 0x00,
+  0x28, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x4a, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
+  0x39, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x4d, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x06, 0x00, 0x35, 0x00, 0x00, 0x00, 0x4e, 0x00, 0x00, 0x00,
+  0x33, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x49, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x4e, 0x00, 0x00, 0x00, 0x4d, 0x00, 0x00, 0x00,
+  0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00, 0x36, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x0e, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x89, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00,
+  0x0e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x89, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x13, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static unsigned const int shaders_glsl_computeheadless_comp_spv_len = 2008;
+}
+}
+#endif // define SHADEROP_COMPUTEHEADLESS_HPP
--- a/src/include/kompute/shaders/machinelearning.hpp
+++ b/src/include/kompute/shaders/machinelearning.hpp
@ -0,0 +1,129 @@
+#ifndef SHADEROP_MACHINELEARNING_HPP
+#define SHADEROP_MACHINELEARNING_HPP
+
+namespace kp {
+namespace shader_data {
+static unsigned const char shaders_glsl_machinelearning_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x37, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x0f, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x6c, 0x65, 0x61, 0x72, 0x6e, 0x69, 0x6e, 0x67,
+  0x52, 0x61, 0x74, 0x65, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
+  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
+  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
+  0x15, 0x00, 0x00, 0x00, 0x42, 0x55, 0x46, 0x46, 0x45, 0x52, 0x5f, 0x45,
+  0x4c, 0x45, 0x4d, 0x45, 0x4e, 0x54, 0x53, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x73, 0x68, 0x61, 0x72, 0x65, 0x64, 0x54, 0x6f,
+  0x74, 0x61, 0x6c, 0x00, 0x05, 0x00, 0x03, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x50, 0x6f, 0x73, 0x00, 0x06, 0x00, 0x05, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x73, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x29, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x05, 0x00, 0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x29, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x36, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x13, 0x00, 0x02, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x16, 0x00, 0x03, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x0a, 0xd7, 0x23, 0x3c, 0x15, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x04, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x0e, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x02, 0x00, 0x16, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x04, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x15, 0x00, 0x04, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x1f, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x08, 0x01, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x28, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x06, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00,
+  0x35, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0xae, 0x00, 0x05, 0x00, 0x16, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0xf7, 0x00, 0x03, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xfa, 0x00, 0x04, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0xf8, 0x00, 0x02, 0x00, 0x18, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00,
+  0xf8, 0x00, 0x02, 0x00, 0x19, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0xe0, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0xe1, 0x00, 0x03, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x2b, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+  0xea, 0x00, 0x07, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x2e, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x2d, 0x00, 0x00, 0x00, 0xe0, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0xe1, 0x00, 0x03, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x21, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+  0x7c, 0x00, 0x04, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00,
+  0x31, 0x00, 0x00, 0x00, 0x7c, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x33, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x2b, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x34, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static unsigned const int shaders_glsl_machinelearning_comp_spv_len = 1408;
+}
+}
+#endif // define SHADEROP_MACHINELEARNING_HPP
--- a/src/include/kompute/shaders/opmult.hpp
+++ b/src/include/kompute/shaders/opmult.hpp
@ -0,0 +1,120 @@
+#ifndef SHADEROP_OPMULT_HPP
+#define SHADEROP_OPMULT_HPP
+
+namespace kp {
+namespace shader_data {
+static unsigned const char shaders_glsl_opmult_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
+  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
+  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x4f, 0x75,
+  0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x07, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00,
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+  0x05, 0x00, 0x05, 0x00, 0x18, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73,
+  0x6f, 0x72, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x52, 0x68,
+  0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x73, 0x52, 0x68,
+  0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x05, 0x00, 0x11, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x13, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x03, 0x00, 0x20, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x22, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x29, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1d, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x12, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x1f, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x1f, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x29, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x28, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x15, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00
+};
+static unsigned const int shaders_glsl_opmult_comp_spv_len = 1308;
+}
+}
+#endif // define SHADEROP_OPMULT_HPP