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/* | ||
* 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. | ||
*/ | ||
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#pragma once | ||
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#include "ggml-backend.h" | ||
#include "ggml.h" | ||
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#define GGML_CANN_NAME "CANN" | ||
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#ifdef __cplusplus | ||
extern "C" { | ||
#endif | ||
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/** | ||
* @def GGML_CANN_NAME | ||
* @brief Define for the name of the CANN backend. | ||
*/ | ||
#define GGML_CANN_NAME "CANN" | ||
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/** | ||
* @brief Maximum number of CANN devices supported. | ||
*/ | ||
#define GGML_CANN_MAX_DEVICES 16 | ||
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/** | ||
* @brief Structure for QK4_0 data format. | ||
*/ | ||
#define QK4_0 32 | ||
typedef struct { | ||
uint16_t d; // delta | ||
uint8_t qs[QK4_0 / 2]; // nibbles / quants | ||
uint16_t d; /**< Delta */ | ||
uint8_t qs[QK4_0 / 2]; /**< Nibbles / quants */ | ||
} block_q4_0; | ||
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/** | ||
* @brief Structure for QK8_0 data format. | ||
*/ | ||
#define QK8_0 32 | ||
typedef struct { | ||
uint16_t d; // delta | ||
int8_t qs[QK8_0]; // quants | ||
uint16_t d; /**< Delta */ | ||
int8_t qs[QK8_0]; /**< Quants */ | ||
} block_q8_0; | ||
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// backend API | ||
/** | ||
* @brief Initializes the CANN backend for a specified device. | ||
* | ||
* This function initializes the CANN backend for the given device. | ||
* It verifies the device index, allocates a context, and creates a backend | ||
* instance. | ||
* | ||
* @param device The index of the device to initialize. | ||
* @return A pointer to the initialized backend instance, or nullptr on failure. | ||
*/ | ||
GGML_API GGML_CALL ggml_backend_t ggml_backend_cann_init(int32_t device); | ||
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/** | ||
* @brief Checks if a given backend is a CANN backend. | ||
* | ||
* This function verifies if the provided backend is a CANN backend by comparing | ||
* its GUID with the CANN backend's GUID. | ||
* | ||
* @param backend The backend instance to check. | ||
* @return True if the backend is a CANN backend, false otherwise. | ||
*/ | ||
GGML_API GGML_CALL bool ggml_backend_is_cann(ggml_backend_t backend); | ||
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// device buffer | ||
/** | ||
* @brief Retrieves the CANN buffer type for a specified device. | ||
* | ||
* This function initializes and returns the buffer type interface associated | ||
* with the given device. It ensures thread-safe access using a mutex. | ||
* | ||
* @param device The device index for which to retrieve the buffer type. | ||
* @return A pointer to the buffer type interface for the specified device, or | ||
* nullptr if the device index is out of range. | ||
*/ | ||
GGML_API GGML_CALL ggml_backend_buffer_type_t | ||
ggml_backend_cann_buffer_type(int32_t device); | ||
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/** | ||
* @brief Retrieves the number of CANN devices available. | ||
* | ||
* This function returns the number of CANN devices available based on | ||
* information obtained from `ggml_cann_info()`. | ||
* | ||
* @return The number of CANN devices available. | ||
*/ | ||
GGML_API GGML_CALL int32_t ggml_backend_cann_get_device_count(void); | ||
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/** | ||
* @brief Retrieves the description of a specific CANN device. | ||
* | ||
* This function sets the specified device, retrieves the SoC name, | ||
* and writes it into the provided description buffer. | ||
* | ||
* @param device The device index to retrieve the description for. | ||
* @param description Pointer to a buffer where the description will be written. | ||
* @param description_size Size of the description buffer. | ||
*/ | ||
GGML_API GGML_CALL void ggml_backend_cann_get_device_description( | ||
int32_t device, char* description, size_t description_size); | ||
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/** | ||
* @brief Retrieves the memory information of a specific CANN device. | ||
* | ||
* This function sets the specified device, retrieves the free and total | ||
* memory information of the specified type (ACL_HBM_MEM), and stores them | ||
* in the provided pointers. | ||
* | ||
* @param device The device index to retrieve memory information for. | ||
* @param free Pointer to a variable where the free memory size will be stored. | ||
* @param total Pointer to a variable where the total memory size will be | ||
* stored. | ||
*/ | ||
GGML_API GGML_CALL void ggml_backend_cann_get_device_memory(int32_t device, | ||
size_t* free, | ||
size_t* total); | ||
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/** | ||
* @brief Initializes resources required by the CANN backend. | ||
*/ | ||
void ggml_cann_backend_init(void); | ||
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/** | ||
* @brief Frees resources used by the CANN backend. | ||
*/ | ||
void ggml_cann_backend_free(void); | ||
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#ifdef __cplusplus | ||
} | ||
#endif | ||
#endif |
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