llama-cpp-turboquant/src/Manager.cpp
2021-03-04 22:20:30 +00:00

424 lines
14 KiB
C++

#include <set>
#include <string>
#include <sstream>
#include <iterator>
#include "kompute/Manager.hpp"
#if DEBUG
#include "fmt/ranges.h"
#endif
namespace kp {
#if DEBUG
#ifndef KOMPUTE_DISABLE_VK_DEBUG_LAYERS
static VKAPI_ATTR VkBool32 VKAPI_CALL
debugMessageCallback(VkDebugReportFlagsEXT flags,
VkDebugReportObjectTypeEXT objectType,
uint64_t object,
size_t location,
int32_t messageCode,
const char* pLayerPrefix,
const char* pMessage,
void* pUserData)
{
KP_LOG_DEBUG("[VALIDATION]: {} - {}", pLayerPrefix, pMessage);
return VK_FALSE;
}
#endif
#endif
Manager::Manager()
: Manager(0)
{}
Manager::Manager(uint32_t physicalDeviceIndex,
const std::vector<uint32_t>& familyQueueIndices)
{
this->mManageResources = true;
this->createInstance();
this->createDevice(familyQueueIndices, physicalDeviceIndex);
}
Manager::Manager(std::shared_ptr<vk::Instance> instance,
std::shared_ptr<vk::PhysicalDevice> physicalDevice,
std::shared_ptr<vk::Device> device)
{
this->mManageResources = false;
this->mInstance = instance;
this->mPhysicalDevice = physicalDevice;
this->mDevice = device;
}
Manager::~Manager()
{
KP_LOG_DEBUG("Kompute Manager Destructor started");
this->destroy();
}
void
Manager::destroy()
{
KP_LOG_DEBUG("Kompute Manager destroy() started");
if (this->mDevice == nullptr) {
KP_LOG_ERROR(
"Kompute Manager destructor reached with null Device pointer");
return;
}
if (this->mManageResources && this->mManagedSequences.size()) {
KP_LOG_DEBUG("Kompute Manager explicitly running destructor for "
"managed sequences");
for (const std::weak_ptr<Sequence>& weakSq : this->mManagedSequences) {
if (std::shared_ptr<Sequence> sq = weakSq.lock()) {
sq->destroy();
}
}
this->mManagedSequences.clear();
}
if (this->mManageResources && this->mManagedAlgorithms.size()) {
KP_LOG_DEBUG("Kompute Manager explicitly freeing algorithms");
for (const std::weak_ptr<Algorithm>& weakAlgorithm :
this->mManagedAlgorithms) {
if (std::shared_ptr<Algorithm> algorithm = weakAlgorithm.lock()) {
algorithm->destroy();
}
}
this->mManagedAlgorithms.clear();
}
if (this->mManageResources && this->mManagedTensors.size()) {
KP_LOG_DEBUG("Kompute Manager explicitly freeing tensors");
for (const std::weak_ptr<Tensor>& weakTensor : this->mManagedTensors) {
if (std::shared_ptr<Tensor> tensor = weakTensor.lock()) {
tensor->destroy();
}
}
this->mManagedTensors.clear();
}
if (this->mFreeDevice) {
KP_LOG_INFO("Destroying device");
this->mDevice->destroy(
(vk::Optional<const vk::AllocationCallbacks>)nullptr);
this->mDevice = nullptr;
KP_LOG_DEBUG("Kompute Manager Destroyed Device");
}
if (this->mInstance == nullptr) {
KP_LOG_ERROR(
"Kompute Manager destructor reached with null Instance pointer");
return;
}
#if DEBUG
#ifndef KOMPUTE_DISABLE_VK_DEBUG_LAYERS
if (this->mDebugReportCallback) {
this->mInstance->destroyDebugReportCallbackEXT(
this->mDebugReportCallback, nullptr, this->mDebugDispatcher);
KP_LOG_DEBUG("Kompute Manager Destroyed Debug Report Callback");
}
#endif
#endif
if (this->mFreeInstance) {
this->mInstance->destroy(
(vk::Optional<const vk::AllocationCallbacks>)nullptr);
this->mInstance = nullptr;
KP_LOG_DEBUG("Kompute Manager Destroyed Instance");
}
}
void
Manager::createInstance()
{
KP_LOG_DEBUG("Kompute Manager creating instance");
this->mFreeInstance = true;
vk::ApplicationInfo applicationInfo;
applicationInfo.pApplicationName = "Vulkan Kompute";
applicationInfo.pEngineName = "VulkanKompute";
applicationInfo.apiVersion = KOMPUTE_VK_API_VERSION;
applicationInfo.engineVersion = KOMPUTE_VK_API_VERSION;
applicationInfo.applicationVersion = KOMPUTE_VK_API_VERSION;
std::vector<const char*> applicationExtensions;
applicationExtensions.push_back(VK_EXT_DEBUG_REPORT_EXTENSION_NAME);
vk::InstanceCreateInfo computeInstanceCreateInfo;
computeInstanceCreateInfo.pApplicationInfo = &applicationInfo;
if (!applicationExtensions.empty()) {
computeInstanceCreateInfo.enabledExtensionCount =
(uint32_t)applicationExtensions.size();
computeInstanceCreateInfo.ppEnabledExtensionNames =
applicationExtensions.data();
}
#if DEBUG
#ifndef KOMPUTE_DISABLE_VK_DEBUG_LAYERS
KP_LOG_DEBUG("Kompute Manager adding debug validation layers");
// We'll identify the layers that are supported
std::vector<const char*> validLayerNames;
std::vector<const char*> desiredLayerNames = {
"VK_LAYER_LUNARG_assistant_layer",
"VK_LAYER_LUNARG_standard_validation",
"VK_LAYER_KHRONOS_validation",
};
std::vector<std::string> envLayerNames;
const char* envLayerNamesVal = std::getenv("KOMPUTE_ENV_DEBUG_LAYERS");
KP_LOG_DEBUG("Kompute Manager adding environment layers: {}", envLayerNamesVal);
if (envLayerNamesVal != NULL && *envLayerNamesVal != '\0') {
std::istringstream iss(envLayerNamesVal);
std::istream_iterator<std::string> beg(iss), end;
envLayerNames = std::vector<std::string>(beg, end);
for (const std::string& layerName : envLayerNames) {
desiredLayerNames.push_back(layerName.c_str());
}
KP_LOG_DEBUG("Desired layers: {}", desiredLayerNames);
}
// Identify the valid layer names based on the desiredLayerNames
{
std::set<std::string> uniqueLayerNames;
std::vector<vk::LayerProperties> availableLayerProperties =
vk::enumerateInstanceLayerProperties();
for (vk::LayerProperties layerProperties : availableLayerProperties) {
std::string layerName(layerProperties.layerName.data());
uniqueLayerNames.insert(layerName);
}
KP_LOG_DEBUG("Available layers: {}", uniqueLayerNames);
for (const char* desiredLayerName : desiredLayerNames) {
if (uniqueLayerNames.count(desiredLayerName) != 0) {
validLayerNames.push_back(desiredLayerName);
}
}
}
if (validLayerNames.size() > 0) {
KP_LOG_DEBUG("Kompute Manager Initializing instance with valid layers: {}", validLayerNames);
computeInstanceCreateInfo.enabledLayerCount =
(uint32_t)validLayerNames.size();
computeInstanceCreateInfo.ppEnabledLayerNames = validLayerNames.data();
}
else {
KP_LOG_WARN("Kompute Manager no valid layer names found from desired layer names");
}
#endif
#endif
this->mInstance = std::make_shared<vk::Instance>();
vk::createInstance(
&computeInstanceCreateInfo, nullptr, this->mInstance.get());
KP_LOG_DEBUG("Kompute Manager Instance Created");
#if DEBUG
#ifndef KOMPUTE_DISABLE_VK_DEBUG_LAYERS
KP_LOG_DEBUG("Kompute Manager adding debug callbacks");
if (validLayerNames.size() > 0) {
vk::DebugReportFlagsEXT debugFlags =
vk::DebugReportFlagBitsEXT::eError |
vk::DebugReportFlagBitsEXT::eWarning;
vk::DebugReportCallbackCreateInfoEXT debugCreateInfo = {};
debugCreateInfo.pfnCallback =
(PFN_vkDebugReportCallbackEXT)debugMessageCallback;
debugCreateInfo.flags = debugFlags;
this->mDebugDispatcher.init(*this->mInstance, &vkGetInstanceProcAddr);
this->mDebugReportCallback =
this->mInstance->createDebugReportCallbackEXT(
debugCreateInfo, nullptr, this->mDebugDispatcher);
}
#endif
#endif
}
void
Manager::clear()
{
if (this->mManageResources) {
this->mManagedTensors.erase(
std::remove_if(begin(this->mManagedTensors),
end(this->mManagedTensors),
[](std::weak_ptr<Tensor> t) { return t.expired(); }),
end(this->mManagedTensors));
this->mManagedAlgorithms.erase(
std::remove_if(
begin(this->mManagedAlgorithms),
end(this->mManagedAlgorithms),
[](std::weak_ptr<Algorithm> t) { return t.expired(); }),
end(this->mManagedAlgorithms));
this->mManagedSequences.erase(
std::remove_if(begin(this->mManagedSequences),
end(this->mManagedSequences),
[](std::weak_ptr<Sequence> t) { return t.expired(); }),
end(this->mManagedSequences));
}
}
void
Manager::createDevice(const std::vector<uint32_t>& familyQueueIndices,
uint32_t physicalDeviceIndex)
{
KP_LOG_DEBUG("Kompute Manager creating Device");
if (this->mInstance == nullptr) {
throw std::runtime_error("Kompute Manager instance is null");
}
if (physicalDeviceIndex < 0) {
throw std::runtime_error(
"Kompute Manager physical device index not provided");
}
this->mFreeDevice = true;
std::vector<vk::PhysicalDevice> physicalDevices =
this->mInstance->enumeratePhysicalDevices();
vk::PhysicalDevice physicalDevice = physicalDevices[physicalDeviceIndex];
this->mPhysicalDevice =
std::make_shared<vk::PhysicalDevice>(physicalDevice);
vk::PhysicalDeviceProperties physicalDeviceProperties =
physicalDevice.getProperties();
KP_LOG_INFO("Using physical device index {} found {}",
physicalDeviceIndex,
physicalDeviceProperties.deviceName);
if (!familyQueueIndices.size()) {
// Find compute queue
std::vector<vk::QueueFamilyProperties> allQueueFamilyProperties =
physicalDevice.getQueueFamilyProperties();
uint32_t computeQueueFamilyIndex = -1;
for (uint32_t i = 0; i < allQueueFamilyProperties.size(); i++) {
vk::QueueFamilyProperties queueFamilyProperties =
allQueueFamilyProperties[i];
if (queueFamilyProperties.queueFlags &
vk::QueueFlagBits::eCompute) {
computeQueueFamilyIndex = i;
break;
}
}
if (computeQueueFamilyIndex < 0) {
throw std::runtime_error("Compute queue is not supported");
}
this->mComputeQueueFamilyIndices.push_back(computeQueueFamilyIndex);
} else {
this->mComputeQueueFamilyIndices = familyQueueIndices;
}
std::unordered_map<uint32_t, uint32_t> familyQueueCounts;
std::unordered_map<uint32_t, std::vector<float>> familyQueuePriorities;
for (const auto& value : this->mComputeQueueFamilyIndices) {
familyQueueCounts[value]++;
familyQueuePriorities[value].push_back(1.0f);
}
std::unordered_map<uint32_t, uint32_t> familyQueueIndexCount;
std::vector<vk::DeviceQueueCreateInfo> deviceQueueCreateInfos;
for (const auto& familyQueueInfo : familyQueueCounts) {
// Setting the device count to 0
familyQueueIndexCount[familyQueueInfo.first] = 0;
// Creating the respective device queue
vk::DeviceQueueCreateInfo deviceQueueCreateInfo(
vk::DeviceQueueCreateFlags(),
familyQueueInfo.first,
familyQueueInfo.second,
familyQueuePriorities[familyQueueInfo.first].data());
deviceQueueCreateInfos.push_back(deviceQueueCreateInfo);
}
vk::DeviceCreateInfo deviceCreateInfo(vk::DeviceCreateFlags(),
deviceQueueCreateInfos.size(),
deviceQueueCreateInfos.data());
this->mDevice = std::make_shared<vk::Device>();
physicalDevice.createDevice(
&deviceCreateInfo, nullptr, this->mDevice.get());
KP_LOG_DEBUG("Kompute Manager device created");
for (const uint32_t& familyQueueIndex : this->mComputeQueueFamilyIndices) {
std::shared_ptr<vk::Queue> currQueue = std::make_shared<vk::Queue>();
this->mDevice->getQueue(familyQueueIndex,
familyQueueIndexCount[familyQueueIndex],
currQueue.get());
familyQueueIndexCount[familyQueueIndex]++;
this->mComputeQueues.push_back(currQueue);
}
KP_LOG_DEBUG("Kompute Manager compute queue obtained");
}
std::shared_ptr<Tensor>
Manager::tensor(const std::vector<float>& data, Tensor::TensorTypes tensorType)
{
KP_LOG_DEBUG("Kompute Manager tensor creation triggered");
std::shared_ptr<Tensor> tensor{ new kp::Tensor(
this->mPhysicalDevice, this->mDevice, data, tensorType) };
if (this->mManageResources) {
this->mManagedTensors.push_back(tensor);
}
return tensor;
}
std::shared_ptr<Algorithm>
Manager::algorithm(const std::vector<std::shared_ptr<Tensor>>& tensors,
const std::vector<uint32_t>& spirv,
const Workgroup& workgroup,
const Constants& specializationConstants,
const Constants& pushConstants)
{
KP_LOG_DEBUG("Kompute Manager algorithm creation triggered");
std::shared_ptr<Algorithm> algorithm{ new kp::Algorithm(
this->mDevice, tensors, spirv, workgroup, specializationConstants, pushConstants) };
if (this->mManageResources) {
this->mManagedAlgorithms.push_back(algorithm);
}
return algorithm;
}
std::shared_ptr<Sequence>
Manager::sequence(uint32_t queueIndex)
{
KP_LOG_DEBUG("Kompute Manager sequence() with queueIndex: {}", queueIndex);
std::shared_ptr<Sequence> sq{ new kp::Sequence(
this->mPhysicalDevice,
this->mDevice,
this->mComputeQueues[queueIndex],
this->mComputeQueueFamilyIndices[queueIndex]) };
if (this->mManageResources) {
this->mManagedSequences.push_back(sq);
}
return sq;
}
}