mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-29 07:34:18 +01:00
284 lines
9.3 KiB
C++
284 lines
9.3 KiB
C++
/*
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* Copyright (c) 2023-2024 The ggml authors
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
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* IN THE SOFTWARE.
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*/
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#ifndef CANN_COMMON_H
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#define CANN_COMMON_H
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#include <acl/acl.h>
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#include <cstdio>
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#include <iostream>
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#include <map>
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#include <memory>
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#include <string>
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#include <vector>
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#include "../include/ggml-cann.h"
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#include "../include/ggml.h"
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#define MATRIX_ROW_PADDING 512
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#define GGML_CANN_MAX_STREAMS 8
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/**
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* @brief Handles CANN-related errors by printing an error message and
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* terminating the program.
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* @param stmt The statement that caused the error.
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* @param func The function in which the error occurred.
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* @param file The file in which the error occurred.
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* @param line The line number at which the error occurred.
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* @param msg The error message.
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*/
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[[noreturn]] void ggml_cann_error(const char* stmt, const char* func,
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const char* file, int line, const char* msg);
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/**
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* @brief Checks the result of a CANN function call and invokes the error
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* handler if the call fails.
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* @param stmt The CANN function call to check.
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* @param success The success code that indicates the call was successful.
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* @param error_fn The function to call to retrieve the error message.
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*/
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#define ACL_CHECK_GEN(stmt, success, error_fn) \
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do { \
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int err_code = (stmt); \
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if (err_code != (success)) { \
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ggml_cann_error(#stmt, __func__, __FILE__, __LINE__, error_fn()); \
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} \
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} while (0);
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#define ACL_CHECK(stmt) ACL_CHECK_GEN(stmt, 0, aclGetRecentErrMsg)
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/**
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* @brief Contains information about CANN devices.
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*/
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struct ggml_cann_device_info {
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/**
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* @brief Number of CANN devices available.
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*/
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int32_t device_count;
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/**
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* @brief Information about a single CANN device.
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*/
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struct cann_device_info {
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int cc; /**< Compute capability. */
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size_t smpb; /**< Maximum shared memory per block. */
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bool vmm; /**< Virtual memory support. */
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size_t vmm_granularity; /**< Granularity of virtual memory. */
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size_t total_vram; /**< Total video RAM available on the device. */
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};
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cann_device_info devices[GGML_CANN_MAX_DEVICES] =
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{}; /**< Array of CANN device information. */
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};
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const ggml_cann_device_info& ggml_cann_info();
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void ggml_cann_set_device(int32_t device);
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int32_t ggml_cann_get_device();
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/**
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* @brief Abstract base class for memory pools used by CANN.
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*/
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struct ggml_cann_pool {
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/**
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* @brief Virtual destructor for the memory pool.
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*/
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virtual ~ggml_cann_pool() = default;
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/**
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* @brief Allocates memory from the pool.
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*
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* @param size The size of the memory block to allocate.
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* @param actual_size Pointer to a variable where the actual allocated size
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* will be stored.
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* @return Pointer to the allocated memory block.
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*/
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virtual void* alloc(size_t size, size_t* actual_size) = 0;
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/**
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* @brief Frees a previously allocated memory block.
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*
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* @param ptr Pointer to the memory block to free.
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* @param size Size of the memory block to free.
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* @note Note that all CANN opertors are running async. Make sure memory is
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* still avaiable before this operator finished.
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*/
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virtual void free(void* ptr, size_t size) = 0;
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};
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/**
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* @brief RAII wrapper for managing memory allocations from a CANN memory pool.
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*/
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struct ggml_cann_pool_alloc {
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ggml_cann_pool* pool = nullptr; /**< Pointer to the memory pool. */
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void* ptr = nullptr; /**< Pointer to the allocated memory block. */
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size_t actual_size = 0; /**< Actual size of the allocated memory block. */
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/**
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* @brief Default constructor.
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*/
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ggml_cann_pool_alloc() = default;
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/**
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* @brief Constructor that initializes the memory pool.
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* @param pool Reference to the memory pool.
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*/
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explicit ggml_cann_pool_alloc(ggml_cann_pool& pool) : pool(&pool) {}
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/**
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* @brief Constructor that initializes the memory pool and allocates memory.
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* @param pool Reference to the memory pool.
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* @param size Size of the memory block to allocate.
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*/
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ggml_cann_pool_alloc(ggml_cann_pool& pool, size_t size) : pool(&pool) {
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alloc(size);
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}
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/**
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* @brief Destructor that frees the allocated memory block.
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*/
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~ggml_cann_pool_alloc() {
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if (ptr != nullptr) {
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pool->free(ptr, actual_size);
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}
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}
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/**
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* @brief Allocates memory from the pool.
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* @param size Size of the memory block to allocate.
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* @return Pointer to the allocated memory block.
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*/
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void* alloc(size_t size) {
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GGML_ASSERT(pool != nullptr);
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GGML_ASSERT(ptr == nullptr);
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ptr = pool->alloc(size, &this->actual_size);
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return ptr;
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}
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/**
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* @brief Allocates memory from a specific memory pool.
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* @param pool Reference to the memory pool.
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* @param size Size of the memory block to allocate.
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* @return Pointer to the allocated memory block.
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*/
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void* alloc(ggml_cann_pool& pool, size_t size) {
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this->pool = &pool;
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return alloc(size);
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}
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/**
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* @brief Gets the pointer to the allocated memory block.
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* @return Pointer to the allocated memory block.
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*/
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void* get() { return ptr; }
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// Deleted copy constructor
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ggml_cann_pool_alloc(const ggml_cann_pool_alloc&) = delete;
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// Deleted move constructor
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ggml_cann_pool_alloc(ggml_cann_pool_alloc&&) = delete;
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// Deleted copy assignment operator
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ggml_cann_pool_alloc& operator=(const ggml_cann_pool_alloc&) = delete;
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// Deleted move assignment operator
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ggml_cann_pool_alloc& operator=(ggml_cann_pool_alloc&&) = delete;
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};
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/**
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* @brief Context for managing CANN backend operations.
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*/
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struct ggml_backend_cann_context {
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int32_t device; /**< Device ID. */
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std::string name; /**< Name of the device. */
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aclrtEvent copy_event = nullptr; /**< Event for managing copy operations. */
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aclrtStream streams[GGML_CANN_MAX_STREAMS] = {
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{nullptr}}; /**< Array of streams for the device. */
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/**
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* @brief Constructor for initializing the context with a given device.
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* @param device Device ID.
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*/
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explicit ggml_backend_cann_context(int device)
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: device(device), name("CANN" + std::to_string(device)) {}
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/**
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* @brief Destructor for cleaning up resources.
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*/
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~ggml_backend_cann_context() {
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ggml_cann_set_device(device);
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if (copy_event != nullptr) {
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ACL_CHECK(aclrtDestroyEvent(copy_event));
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}
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for (int i = 0; i < GGML_CANN_MAX_STREAMS; ++i) {
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if (streams[i] != nullptr) {
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ACL_CHECK(aclrtDestroyStream(streams[i]));
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}
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}
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}
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/**
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* @brief Get or create a stream for a given index.
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* @param stream Index of the stream.
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* @return The stream corresponding to the given index.
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*/
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aclrtStream stream(int stream) {
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if (streams[stream] == nullptr) {
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ggml_cann_set_device(device);
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ACL_CHECK(aclrtCreateStream(&streams[stream]));
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}
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return streams[stream];
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}
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/**
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* @brief Get or create the default stream (index 0).
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* @return The default stream.
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*/
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aclrtStream stream() { return stream(0); }
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// TODO: each stream should have a memory pool.
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std::unique_ptr<ggml_cann_pool>
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mem_pool; /**< Memory pool for the device. */
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/**
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* @brief Create a new memory pool for a given device.
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* @param device Device ID.
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* @return A unique pointer to the new memory pool.
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*/
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static std::unique_ptr<ggml_cann_pool> new_pool_for_device(int device);
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/**
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* @brief Get or create the memory pool for the context.
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* @return Reference to the memory pool.
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*/
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ggml_cann_pool& pool() {
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if (mem_pool == nullptr) {
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mem_pool = new_pool_for_device(device);
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}
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return *mem_pool;
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}
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};
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#endif // CANN_COMMON_H
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