File size: 4,938 Bytes
2517be1 | 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 | #pragma clang diagnostic ignored "-Wunused-variable"
#pragma clang diagnostic ignored "-Wunused-function"
#pragma clang diagnostic ignored "-Wunused-but-set-variable"
#include <HAP_farf.h>
#include <HAP_perf.h>
#include <string.h>
#include "hvx-utils.h"
#define GGML_COMMON_DECL_C
#include "ggml-common.h"
#include "htp-ctx.h"
#include "htp-msg.h"
#include "htp-ops.h"
struct htp_repeat_context {
struct htp_ops_context * octx;
uint32_t nr0;
uint32_t nr1;
uint32_t nr2;
uint32_t nr3;
uint32_t nrows_per_thread;
uint32_t total_dst_rows; // ne1 * ne2 * ne3
size_t type_size;
};
static void repeat_job_per_thread(unsigned int nth, unsigned int ith, void * data) {
const struct htp_repeat_context * rctx = (const struct htp_repeat_context *) data;
struct htp_ops_context * octx = rctx->octx;
const struct htp_tensor * src = &octx->src0;
const struct htp_tensor * dst = &octx->dst;
const uint32_t ne00 = src->ne[0];
const uint32_t ne01 = src->ne[1];
const uint32_t ne02 = src->ne[2];
const uint32_t ne03 = src->ne[3];
const uint32_t nb00 = src->nb[0];
const uint32_t nb01 = src->nb[1];
const uint32_t nb02 = src->nb[2];
const uint32_t nb03 = src->nb[3];
const uint32_t ne0 = dst->ne[0];
const uint32_t ne1 = dst->ne[1];
const uint32_t ne2 = dst->ne[2];
const uint32_t ne3 = dst->ne[3];
const uint32_t nb0 = dst->nb[0];
const uint32_t nb1 = dst->nb[1];
const uint32_t nb2 = dst->nb[2];
const uint32_t nb3 = dst->nb[3];
const uint32_t nr0 = rctx->nr0;
const uint32_t nr1 = rctx->nr1;
const uint32_t nr2 = rctx->nr2;
const uint32_t nr3 = rctx->nr3;
const size_t row_bytes = ne00 * rctx->type_size;
const uint32_t row_start = rctx->nrows_per_thread * ith;
const uint32_t row_end = MIN(row_start + rctx->nrows_per_thread, rctx->total_dst_rows);
uint64_t t1, t2;
t1 = HAP_perf_get_qtimer_count();
for (uint32_t dst_row = row_start; dst_row < row_end; dst_row++) {
// Decompose flat dst row index into (i1, i2, i3)
const uint32_t i1 = dst_row % ne1;
const uint32_t i2 = (dst_row / ne1) % ne2;
const uint32_t i3 = dst_row / (ne1 * ne2);
// Map to source indices (tiling)
const uint32_t k1 = i1 % ne01;
const uint32_t k2 = i2 % ne02;
const uint32_t k3 = i3 % ne03;
const uint8_t * src_row = (const uint8_t *) src->data + k1 * nb01 + k2 * nb02 + k3 * nb03;
uint8_t * dst_base = (uint8_t *) dst->data + i1 * nb1 + i2 * nb2 + i3 * nb3;
// Tile along dimension 0
for (uint32_t i0 = 0; i0 < nr0; i0++) {
uint8_t * dst_ptr = dst_base + i0 * ne00 * nb0;
memcpy(dst_ptr, src_row, row_bytes);
}
}
t2 = HAP_perf_get_qtimer_count();
FARF(HIGH, "repeat %d/%d: (%ux%ux%ux%u) -> (%ux%ux%ux%u) rows %u:%u usec %u\n",
ith, nth, src->ne[0], src->ne[1], src->ne[2], src->ne[3],
dst->ne[0], dst->ne[1], dst->ne[2], dst->ne[3],
row_start, row_end, (unsigned) HAP_perf_qtimer_count_to_us(t2 - t1));
}
int op_repeat(struct htp_ops_context * octx) {
const struct htp_tensor * src0 = &octx->src0;
struct htp_tensor * dst = &octx->dst;
// Validate that dst dims are multiples of src dims
if (dst->ne[0] % src0->ne[0] != 0 ||
dst->ne[1] % src0->ne[1] != 0 ||
dst->ne[2] % src0->ne[2] != 0 ||
dst->ne[3] % src0->ne[3] != 0) {
FARF(ERROR, "repeat: dst dims must be multiples of src dims\n");
return HTP_STATUS_INVAL_PARAMS;
}
size_t type_size;
switch (src0->type) {
case HTP_TYPE_F32: type_size = 4; break;
case HTP_TYPE_F16: type_size = 2; break;
default:
FARF(ERROR, "repeat: unsupported type %u\n", src0->type);
return HTP_STATUS_NO_SUPPORT;
}
const uint32_t total_dst_rows = dst->ne[1] * dst->ne[2] * dst->ne[3];
const uint32_t n_threads = MIN(octx->n_threads, total_dst_rows);
if (octx->flags & HTP_OPFLAGS_SKIP_COMPUTE) {
return HTP_STATUS_OK;
}
struct htp_repeat_context rctx = {
.octx = octx,
.nr0 = dst->ne[0] / src0->ne[0],
.nr1 = dst->ne[1] / src0->ne[1],
.nr2 = dst->ne[2] / src0->ne[2],
.nr3 = dst->ne[3] / src0->ne[3],
.nrows_per_thread = (total_dst_rows + n_threads - 1) / n_threads,
.total_dst_rows = total_dst_rows,
.type_size = type_size,
};
FARF(HIGH, "repeat: (%ux%ux%ux%u) -> (%ux%ux%ux%u) nr=(%u,%u,%u,%u)\n",
src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3],
dst->ne[0], dst->ne[1], dst->ne[2], dst->ne[3],
rctx.nr0, rctx.nr1, rctx.nr2, rctx.nr3);
worker_pool_run_func(octx->ctx->worker_pool, repeat_job_per_thread, &rctx, n_threads);
return HTP_STATUS_OK;
}
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