File size: 9,651 Bytes
b664585 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 |
/*
* Copyright (c) 2023-2024 The ggml authors
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
* IN THE SOFTWARE.
*/
#ifndef CANN_COMMON_H
#define CANN_COMMON_H
#include <acl/acl.h>
#include <cstdio>
#include <iostream>
#include <map>
#include <memory>
#include <string>
#include <vector>
#include "../include/ggml-cann.h"
#include "../include/ggml.h"
#define MATRIX_ROW_PADDING 512
#define GGML_CANN_MAX_STREAMS 8
/**
* @brief Handles CANN-related errors by printing an error message and
* terminating the program.
* @param stmt The statement that caused the error.
* @param func The function in which the error occurred.
* @param file The file in which the error occurred.
* @param line The line number at which the error occurred.
* @param msg The error message.
*/
[[noreturn]] void ggml_cann_error(const char* stmt, const char* func,
const char* file, int line, const char* msg);
/**
* @brief Checks the result of a CANN function call and invokes the error
* handler if the call fails.
* @param stmt The CANN function call to check.
* @param success The success code that indicates the call was successful.
* @param error_fn The function to call to retrieve the error message.
*/
#define ACL_CHECK_GEN(stmt, success, error_fn) \
do { \
int err_code = (stmt); \
if (err_code != (success)) { \
ggml_cann_error(#stmt, __func__, __FILE__, __LINE__, error_fn()); \
} \
} while (0);
#define ACL_CHECK(stmt) ACL_CHECK_GEN(stmt, 0, aclGetRecentErrMsg)
/**
* @brief Contains information about CANN devices.
*/
struct ggml_cann_device_info {
/**
* @brief Number of CANN devices available.
*/
int32_t device_count;
/**
* @brief Information about a single CANN device.
*/
struct cann_device_info {
int cc; /**< Compute capability. */
size_t smpb; /**< Maximum shared memory per block. */
bool vmm; /**< Virtual memory support. */
size_t vmm_granularity; /**< Granularity of virtual memory. */
size_t total_vram; /**< Total video RAM available on the device. */
};
cann_device_info devices[GGML_CANN_MAX_DEVICES] =
{}; /**< Array of CANN device information. */
};
const ggml_cann_device_info& ggml_cann_info();
void ggml_cann_set_device(int32_t device);
int32_t ggml_cann_get_device();
/**
* @brief Abstract base class for memory pools used by CANN.
*/
struct ggml_cann_pool {
/**
* @brief Virtual destructor for the memory pool.
*/
virtual ~ggml_cann_pool() = default;
/**
* @brief Allocates memory from the pool.
*
* @param size The size of the memory block to allocate.
* @param actual_size Pointer to a variable where the actual allocated size
* will be stored.
* @return Pointer to the allocated memory block.
*/
virtual void* alloc(size_t size, size_t* actual_size) = 0;
/**
* @brief Frees a previously allocated memory block.
*
* @param ptr Pointer to the memory block to free.
* @param size Size of the memory block to free.
* @note Note that all CANN opertors are running async. Make sure memory is
* still avaiable before this operator finished.
*/
virtual void free(void* ptr, size_t size) = 0;
};
/**
* @brief RAII wrapper for managing memory allocations from a CANN memory pool.
*/
struct ggml_cann_pool_alloc {
ggml_cann_pool* pool = nullptr; /**< Pointer to the memory pool. */
void* ptr = nullptr; /**< Pointer to the allocated memory block. */
size_t actual_size = 0; /**< Actual size of the allocated memory block. */
/**
* @brief Default constructor.
*/
ggml_cann_pool_alloc() = default;
/**
* @brief Constructor that initializes the memory pool.
* @param pool Reference to the memory pool.
*/
explicit ggml_cann_pool_alloc(ggml_cann_pool& pool) : pool(&pool) {}
/**
* @brief Constructor that initializes the memory pool and allocates memory.
* @param pool Reference to the memory pool.
* @param size Size of the memory block to allocate.
*/
ggml_cann_pool_alloc(ggml_cann_pool& pool, size_t size) : pool(&pool) {
alloc(size);
}
/**
* @brief Destructor that frees the allocated memory block.
*/
~ggml_cann_pool_alloc() {
if (ptr != nullptr) {
pool->free(ptr, actual_size);
}
}
/**
* @brief Allocates memory from the pool.
* @param size Size of the memory block to allocate.
* @return Pointer to the allocated memory block.
*/
void* alloc(size_t size) {
GGML_ASSERT(pool != nullptr);
GGML_ASSERT(ptr == nullptr);
ptr = pool->alloc(size, &this->actual_size);
return ptr;
}
/**
* @brief Allocates memory from a specific memory pool.
* @param pool Reference to the memory pool.
* @param size Size of the memory block to allocate.
* @return Pointer to the allocated memory block.
*/
void* alloc(ggml_cann_pool& pool, size_t size) {
this->pool = &pool;
return alloc(size);
}
/**
* @brief Gets the pointer to the allocated memory block.
* @return Pointer to the allocated memory block.
*/
void* get() { return ptr; }
// Deleted copy constructor
ggml_cann_pool_alloc(const ggml_cann_pool_alloc&) = delete;
// Deleted move constructor
ggml_cann_pool_alloc(ggml_cann_pool_alloc&&) = delete;
// Deleted copy assignment operator
ggml_cann_pool_alloc& operator=(const ggml_cann_pool_alloc&) = delete;
// Deleted move assignment operator
ggml_cann_pool_alloc& operator=(ggml_cann_pool_alloc&&) = delete;
};
/**
* @brief Context for managing CANN backend operations.
*/
struct ggml_backend_cann_context {
int32_t device; /**< Device ID. */
std::string name; /**< Name of the device. */
std::string description; /**< Description of the device. */
aclrtEvent copy_event = nullptr; /**< Event for managing copy operations. */
aclrtStream streams[GGML_CANN_MAX_STREAMS] = {nullptr}; /**< Array of streams for the device. */
/**
* @brief Constructor for initializing the context with a given device.
* @param device Device ID.
*/
explicit ggml_backend_cann_context(int device)
: device(device), name("CANN" + std::to_string(device)) {
ggml_cann_set_device(device);
description = aclrtGetSocName();
}
/**
* @brief Destructor for cleaning up resources.
*/
~ggml_backend_cann_context() {
ggml_cann_set_device(device);
if (copy_event != nullptr) {
ACL_CHECK(aclrtDestroyEvent(copy_event));
}
for (int i = 0; i < GGML_CANN_MAX_STREAMS; ++i) {
if (streams[i] != nullptr) {
ACL_CHECK(aclrtDestroyStream(streams[i]));
}
}
}
/**
* @brief Get or create a stream for a given index.
* @param stream Index of the stream.
* @return The stream corresponding to the given index.
*/
aclrtStream stream(int stream) {
if (streams[stream] == nullptr) {
ggml_cann_set_device(device);
ACL_CHECK(aclrtCreateStream(&streams[stream]));
}
return streams[stream];
}
/**
* @brief Get or create the default stream (index 0).
* @return The default stream.
*/
aclrtStream stream() { return stream(0); }
// TODO: each stream should have a memory pool.
std::unique_ptr<ggml_cann_pool>
mem_pool; /**< Memory pool for the device. */
/**
* @brief Create a new memory pool for a given device.
* @param device Device ID.
* @return A unique pointer to the new memory pool.
*/
static std::unique_ptr<ggml_cann_pool> new_pool_for_device(int device);
/**
* @brief Get or create the memory pool for the context.
* @return Reference to the memory pool.
*/
ggml_cann_pool& pool() {
if (mem_pool == nullptr) {
mem_pool = new_pool_for_device(device);
}
return *mem_pool;
}
};
#endif // CANN_COMMON_H
|