llama-cpp-sys-4 0.10.0

Low Level Bindings to llama.cpp
Documentation 
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#ifndef HTP_IM2COL_OPS_H
#define HTP_IM2COL_OPS_H

#include "hex-common.h"
#include "hex-fastdiv.h"
#include "htp-vtcm.h"
#include <stdint.h>

enum htp_im2col_kernel_type {
    HTP_IM2COL_KERNEL_UNSUPPORTED    = 0,
    HTP_IM2COL_KERNEL_PATCHEMBED_DMA = 1,
    HTP_IM2COL_KERNEL_BLOCKED_DMA    = 2,
};

struct htp_im2col_vtcm_layout {
    size_t   total_bytes;
    size_t   off_src;
    size_t   off_dst;
    uint32_t src_bytes_per_thread;
    uint32_t dst_bytes_per_thread;
};

// scratch_bytes: per-thread VTCM after the two src buffers (at least 256)
static inline void htp_im2col_vtcm_layout_build(
    struct htp_im2col_vtcm_layout * L,
    uint32_t src_row_bytes,
    uint32_t dst_row_bytes,
    uint32_t n_threads,
    uint32_t scratch_bytes) {

    L->src_bytes_per_thread = 2 * src_row_bytes + (scratch_bytes > 256 ? scratch_bytes : 256);
    L->dst_bytes_per_thread = 2 * dst_row_bytes;

    size_t off = 0;
    VTCM_LAYOUT_ALLOC(off, off_src, (size_t) L->src_bytes_per_thread * n_threads);
    VTCM_LAYOUT_ALLOC(off, off_dst, (size_t) L->dst_bytes_per_thread * n_threads);
    L->total_bytes = off;
}

// per-thread scratch: the KH == 1 blocked path keeps its offset table and one gathered row there,
// both padded to whole vectors
static inline uint32_t htp_im2col_scratch_bytes(uint32_t kernel_type, uint32_t KH, uint32_t patch_stride) {
    if (kernel_type == HTP_IM2COL_KERNEL_BLOCKED_DMA && KH == 1) {
        return 2 * hex_round_up(patch_stride, 32) * (uint32_t) sizeof(float);
    }
    return 256;
}

struct htp_im2col_kernel_params {
    uint8_t  kernel_type;
    uint8_t  n_threads;

    uint32_t vtcm_size;
    uint32_t src_row_bytes;
    uint32_t dst_row_bytes;

    uint32_t owb;
    uint32_t wb;
    uint32_t nbpr;

    uint32_t N;
    uint32_t IC;
    uint32_t ID, IH, IW;
    uint32_t KD, KH, KW;
    uint32_t OD, OH, OW;
    uint32_t patch_stride;
    uint32_t total_rows;
    uint32_t rows_per_chunk;

    struct fastdiv_values div_OH;
    struct fastdiv_values div_OD;
    struct fastdiv_values div_nbpr;
};

#if defined(__cplusplus)
static_assert(sizeof(struct htp_im2col_kernel_params) <= 128, "htp_im2col_kernel_params is too large for kernel_params blob");
#else
_Static_assert(sizeof(struct htp_im2col_kernel_params) <= 128, "htp_im2col_kernel_params is too large for kernel_params blob");
#endif

#endif // HTP_IM2COL_OPS_H