492 lines
18 KiB
C
492 lines
18 KiB
C
#pragma clang diagnostic ignored "-Wunused-variable"
|
|
#pragma clang diagnostic ignored "-Wunused-function"
|
|
#pragma clang diagnostic ignored "-Wunused-but-set-variable"
|
|
|
|
#ifdef HTP_DEBUG
|
|
# define FARF_HIGH 1
|
|
#endif
|
|
#include <HAP_farf.h>
|
|
#include <HAP_mem.h>
|
|
#include <HAP_perf.h>
|
|
#include <HAP_ps.h>
|
|
#include <hexagon_protos.h>
|
|
#include <hexagon_types.h>
|
|
#include <math.h>
|
|
#include <qurt_thread.h>
|
|
#include <string.h>
|
|
|
|
#define GGML_COMMON_DECL_C
|
|
#include "ggml-common.h"
|
|
#include "htp-ctx.h"
|
|
#include "htp-dma.h"
|
|
#include "htp-msg.h"
|
|
#include "htp-ops.h"
|
|
#include "hvx-utils.h"
|
|
#include "ops-utils.h"
|
|
|
|
// Redefined the types GGML_ROPE_TYPE_NORMAL & GGML_ROPE_TYPE_NEOX as we cant include ggml.h
|
|
#define HTP_ROPE_TYPE_NORMAL 0
|
|
#define HTP_ROPE_TYPE_NEOX 2
|
|
|
|
#define htp_rope_preamble \
|
|
const uint32_t ne00 = src0->ne[0]; \
|
|
const uint32_t ne01 = src0->ne[1]; \
|
|
const uint32_t ne02 = src0->ne[2]; \
|
|
const uint32_t ne03 = src0->ne[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 nb00 = src0->nb[0]; \
|
|
const uint32_t nb01 = src0->nb[1]; \
|
|
const uint32_t nb02 = src0->nb[2]; \
|
|
const uint32_t nb03 = src0->nb[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];
|
|
|
|
struct rope_th_ctx {
|
|
int32_t n_dims;
|
|
int32_t mode;
|
|
int32_t n_ctx_orig;
|
|
int32_t sections[4];
|
|
|
|
float freq_base;
|
|
float freq_scale;
|
|
float ext_factor;
|
|
float attn_factor;
|
|
float beta_fast;
|
|
float beta_slow;
|
|
float theta_scale;
|
|
float corr_dims[2];
|
|
|
|
struct htp_ops_context * octx;
|
|
};
|
|
|
|
static float rope_yarn_ramp(const float low, const float high, const int i0) {
|
|
const float y = (i0 / 2 - low) / MAX(0.001f, high - low);
|
|
|
|
return (1 - MIN(1, MAX(0, y)));
|
|
}
|
|
|
|
static void rope_cache_init(const float theta_base,
|
|
float freq_scale,
|
|
const float * freq_factors,
|
|
float * corr_dims,
|
|
uint32_t ne0,
|
|
float ext_factor,
|
|
float mscale,
|
|
float * cache,
|
|
float theta_scale) {
|
|
// ref: https://github.com/jquesnelle/yarn/blob/master/scaled_rope/LlamaYaRNScaledRotaryEmbedding.py
|
|
float theta = theta_base;
|
|
|
|
for (uint32_t i0 = 0; i0 < ne0; i0 += 2) {
|
|
const float ff = freq_factors ? freq_factors[i0 / 2] : 1.0f;
|
|
|
|
float theta_extrap = theta / ff;
|
|
|
|
// Get n-d rotational scaling corrected for extrapolation
|
|
float theta_interp = freq_scale * theta_extrap;
|
|
float theta2 = theta_interp;
|
|
|
|
if (ext_factor != 0.0f) {
|
|
float ramp_mix = rope_yarn_ramp(corr_dims[0], corr_dims[1], i0) * ext_factor;
|
|
theta2 = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix;
|
|
|
|
// Get n-d magnitude scaling corrected for interpolation
|
|
mscale *= 1.0f + 0.1f * logf(1.0f / freq_scale);
|
|
}
|
|
|
|
cache[i0 + 0] = cosf(theta2) * mscale;
|
|
cache[i0 + 1] = sinf(theta2) * mscale;
|
|
|
|
theta *= theta_scale;
|
|
}
|
|
}
|
|
|
|
#define M_PI 3.1415926535897932384626433
|
|
|
|
static void rope_corr_dims(int n_dims,
|
|
int n_ctx_orig,
|
|
float freq_base,
|
|
float beta_fast,
|
|
float beta_slow,
|
|
float * dims) {
|
|
float start = floorf(n_dims * logf(n_ctx_orig / (beta_fast * 2 * (float) M_PI)) / (2 * logf(freq_base)));
|
|
float end = ceilf(n_dims * logf(n_ctx_orig / (beta_slow * 2 * (float) M_PI)) / (2 * logf(freq_base)));
|
|
dims[0] = MAX(0, start);
|
|
dims[1] = MIN(n_dims - 1, end);
|
|
}
|
|
|
|
static void init_rope_ctx(struct rope_th_ctx * rope_ctx, struct htp_ops_context * octx) {
|
|
memset(rope_ctx, 0, sizeof(struct rope_th_ctx));
|
|
|
|
const int32_t * op_params = &octx->op_params[0];
|
|
|
|
rope_ctx->n_dims = ((const int32_t *) op_params)[1];
|
|
rope_ctx->mode = ((const int32_t *) op_params)[2];
|
|
rope_ctx->n_ctx_orig = ((const int32_t *) op_params)[4];
|
|
|
|
memcpy(&rope_ctx->freq_base, (int32_t *) op_params + 5, sizeof(float));
|
|
memcpy(&rope_ctx->freq_scale, (int32_t *) op_params + 6, sizeof(float));
|
|
memcpy(&rope_ctx->ext_factor, (int32_t *) op_params + 7, sizeof(float));
|
|
memcpy(&rope_ctx->attn_factor, (int32_t *) op_params + 8, sizeof(float));
|
|
memcpy(&rope_ctx->beta_fast, (int32_t *) op_params + 9, sizeof(float));
|
|
memcpy(&rope_ctx->beta_slow, (int32_t *) op_params + 10, sizeof(float));
|
|
memcpy(&rope_ctx->sections, (int32_t *) op_params + 11, sizeof(int) * 4);
|
|
|
|
rope_ctx->theta_scale = powf(rope_ctx->freq_base, -2.0f / rope_ctx->n_dims);
|
|
|
|
rope_corr_dims(rope_ctx->n_dims, rope_ctx->n_ctx_orig, rope_ctx->freq_base, rope_ctx->beta_fast,
|
|
rope_ctx->beta_slow, rope_ctx->corr_dims);
|
|
|
|
rope_ctx->octx = octx;
|
|
FARF(HIGH, "rope-f32 n_dims:%d, ext_factor:%.6f, theta_scale:%.6f, attn_factor:%.6f\n", rope_ctx->n_dims,
|
|
rope_ctx->ext_factor, rope_ctx->theta_scale, rope_ctx->attn_factor);
|
|
}
|
|
|
|
static void hvx_calc_rope_neox_f32(const float * restrict src0,
|
|
float * restrict dst,
|
|
const int num_elems,
|
|
const float * restrict theta_cache) {
|
|
// for (int i = 0; i < num_elems; i += 2) {
|
|
//const float cos_theta = theta_cache[i + 0];
|
|
//const float sin_theta = theta_cache[i + 1];
|
|
|
|
//const float x0 = src[0];
|
|
//const float x1 = src[num_elems/2];
|
|
|
|
//dst[0] = x0*cos_theta - x1*sin_theta;
|
|
//dst[num_elems/2] = x0*sin_theta + x1*cos_theta;
|
|
|
|
//src += 1;
|
|
//dst += 1;
|
|
// }
|
|
|
|
const uint8_t * restrict src0_curr = (const uint8_t *) src0;
|
|
const uint8_t * restrict theta_curr = (const uint8_t *) theta_cache;
|
|
uint8_t * restrict dst_curr = (uint8_t *) dst;
|
|
|
|
int step_of_1 = num_elems >> 6; // 6 because we process two vectors at once
|
|
int half_size = (sizeof(float) * (num_elems / 2));
|
|
|
|
for (int i = 0; i < step_of_1; i++) {
|
|
HVX_Vector v0 = *(HVX_Vector *) src0_curr;
|
|
HVX_Vector v1 = *(HVX_Vector *) (src0_curr + half_size);
|
|
|
|
HVX_Vector v2 = *(HVX_Vector *) theta_curr;
|
|
HVX_Vector v3 = *(HVX_Vector *) (theta_curr + VLEN);
|
|
|
|
HVX_VectorPair vcos_sin = Q6_W_vdeal_VVR(v3, v2, -4); // vcos_sin[0] = cos_theta, vcos_sin[1] = sin_theta
|
|
|
|
HVX_Vector vx0_c = Q6_Vqf32_vmpy_VsfVsf(v0, Q6_V_lo_W(vcos_sin));
|
|
HVX_Vector vx0_s = Q6_Vqf32_vmpy_VsfVsf(v0, Q6_V_hi_W(vcos_sin));
|
|
HVX_Vector vx1_c = Q6_Vqf32_vmpy_VsfVsf(v1, Q6_V_lo_W(vcos_sin));
|
|
HVX_Vector vx1_s = Q6_Vqf32_vmpy_VsfVsf(v1, Q6_V_hi_W(vcos_sin));
|
|
|
|
HVX_Vector v4 = Q6_Vqf32_vsub_Vqf32Vqf32(vx0_c, vx1_s);
|
|
HVX_Vector v5 = Q6_Vqf32_vadd_Vqf32Vqf32(vx0_s, vx1_c);
|
|
|
|
*(HVX_Vector *) dst_curr = Q6_Vsf_equals_Vqf32(v4);
|
|
*(HVX_Vector *) (dst_curr + half_size) = Q6_Vsf_equals_Vqf32(v5);
|
|
|
|
src0_curr += VLEN;
|
|
theta_curr += 2 * VLEN;
|
|
dst_curr += VLEN;
|
|
}
|
|
}
|
|
|
|
static void hvx_calc_rope_f32(const float * restrict src0,
|
|
float * restrict dst,
|
|
const int num_elems,
|
|
const float * restrict theta_cache) {
|
|
// for (int i = 0; i < num_elems; i += 2) {
|
|
//const float cos_theta = theta_cache[i + 0];
|
|
//const float sin_theta = theta_cache[i + 1];
|
|
|
|
//const float x0 = src[0];
|
|
//const float x1 = src[1];
|
|
|
|
//dst[0] = x0*cos_theta - x1*sin_theta;
|
|
//dst[1] = x0*sin_theta + x1*cos_theta;
|
|
|
|
//src += 2;
|
|
//dst += 2;
|
|
// }
|
|
|
|
const uint8_t * restrict src0_curr = (const uint8_t *) src0;
|
|
const uint8_t * restrict theta_curr = (const uint8_t *) theta_cache;
|
|
uint8_t * restrict dst_curr = (uint8_t *) dst;
|
|
|
|
int step_of_1 = num_elems >> 6; // 6 because we process two vectors at once
|
|
|
|
for (int i = 0; i < step_of_1; i++) {
|
|
HVX_Vector v0 = *(HVX_Vector *) src0_curr;
|
|
HVX_Vector v1 = *(HVX_Vector *) (src0_curr + VLEN);
|
|
|
|
HVX_Vector v2 = *(HVX_Vector *) theta_curr;
|
|
HVX_Vector v3 = *(HVX_Vector *) (theta_curr + VLEN);
|
|
|
|
HVX_VectorPair vx0_x1 = Q6_W_vdeal_VVR(v1, v0, -4); // vx0_x1[0] = x0, vx0_x1[1] = x1
|
|
HVX_VectorPair vcos_sin = Q6_W_vdeal_VVR(v3, v2, -4); // vcos_sin[0] = cos_theta, vcos_sin[1] = sin_theta
|
|
|
|
HVX_Vector vx0_c = Q6_Vqf32_vmpy_VsfVsf(Q6_V_lo_W(vx0_x1), Q6_V_lo_W(vcos_sin));
|
|
HVX_Vector vx0_s = Q6_Vqf32_vmpy_VsfVsf(Q6_V_lo_W(vx0_x1), Q6_V_hi_W(vcos_sin));
|
|
HVX_Vector vx1_c = Q6_Vqf32_vmpy_VsfVsf(Q6_V_hi_W(vx0_x1), Q6_V_lo_W(vcos_sin));
|
|
HVX_Vector vx1_s = Q6_Vqf32_vmpy_VsfVsf(Q6_V_hi_W(vx0_x1), Q6_V_hi_W(vcos_sin));
|
|
|
|
HVX_Vector v4 = Q6_Vqf32_vsub_Vqf32Vqf32(vx0_c, vx1_s);
|
|
HVX_Vector v5 = Q6_Vqf32_vadd_Vqf32Vqf32(vx0_s, vx1_c);
|
|
|
|
HVX_VectorPair vstore = Q6_W_vshuff_VVR(Q6_Vsf_equals_Vqf32(v5), Q6_Vsf_equals_Vqf32(v4), -4);
|
|
|
|
*(HVX_Vector *) dst_curr = Q6_V_lo_W(vstore);
|
|
*(HVX_Vector *) (dst_curr + VLEN) = Q6_V_hi_W(vstore);
|
|
|
|
src0_curr += 2 * VLEN;
|
|
theta_curr += 2 * VLEN;
|
|
dst_curr += 2 * VLEN;
|
|
}
|
|
}
|
|
|
|
static void rope_hex_f32(struct rope_th_ctx * rope_ctx,
|
|
const uint32_t ir0,
|
|
const uint32_t ir1,
|
|
int nth,
|
|
int ith,
|
|
int opt_path) {
|
|
struct htp_ops_context * octx = rope_ctx->octx;
|
|
|
|
const struct htp_tensor * src0 = &octx->src0;
|
|
const struct htp_tensor * src1 = &octx->src1;
|
|
const struct htp_tensor * src2 = &octx->src2;
|
|
struct htp_tensor * dst = &octx->dst;
|
|
|
|
const int32_t mode = rope_ctx->mode;
|
|
const bool is_neox = mode & HTP_ROPE_TYPE_NEOX;
|
|
|
|
htp_rope_preamble;
|
|
|
|
const int32_t * pos = (const int32_t *) src1->data;
|
|
|
|
float * wp0 = (float *) (octx->src0_spad.data + (ith * nb01));
|
|
|
|
const float * freq_factors = NULL;
|
|
if (src2 != NULL) {
|
|
freq_factors = (const float *) src2->data;
|
|
}
|
|
|
|
int ir = 0;
|
|
|
|
for (uint32_t i3 = 0; i3 < ne3; i3++) { // batch
|
|
for (uint32_t i2 = 0; i2 < ne2; i2++) { // seq-len
|
|
const int32_t p = pos[i2];
|
|
|
|
rope_cache_init(p, rope_ctx->freq_scale, freq_factors, rope_ctx->corr_dims, ne0, rope_ctx->ext_factor,
|
|
rope_ctx->attn_factor, wp0, rope_ctx->theta_scale);
|
|
|
|
for (uint32_t i1 = 0; i1 < ne1; i1++) { // attn-heads
|
|
if (ir++ < ir0) {
|
|
continue;
|
|
}
|
|
if (ir > ir1) {
|
|
break;
|
|
}
|
|
|
|
const float * src = (float *) ((char *) src0->data + i3 * nb03 + i2 * nb02 + i1 * nb01);
|
|
float * dst_data = (float *) ((char *) dst->data + i3 * nb3 + i2 * nb2 + i1 * nb1);
|
|
|
|
const float * src_loc = src;
|
|
float * dst_data_loc = dst_data;
|
|
|
|
if (1 == opt_path) {
|
|
if (is_neox) {
|
|
hvx_calc_rope_neox_f32(src_loc, dst_data_loc, rope_ctx->n_dims, wp0);
|
|
} else {
|
|
hvx_calc_rope_f32(src_loc, dst_data_loc, rope_ctx->n_dims, wp0);
|
|
}
|
|
} else {
|
|
for (uint32_t i0 = 0; i0 < rope_ctx->n_dims; i0 += 2) {
|
|
const float cos_theta = wp0[i0 + 0];
|
|
const float sin_theta = wp0[i0 + 1];
|
|
|
|
if (is_neox) {
|
|
const float x0 = src_loc[0];
|
|
const float x1 = src_loc[rope_ctx->n_dims/2];
|
|
|
|
dst_data_loc[0] = x0 * cos_theta - x1 * sin_theta;
|
|
dst_data_loc[rope_ctx->n_dims/2] = x0 * sin_theta + x1 * cos_theta;
|
|
|
|
src_loc += 1;
|
|
dst_data_loc += 1;
|
|
} else {
|
|
const float x0 = src_loc[0];
|
|
const float x1 = src_loc[1];
|
|
|
|
dst_data_loc[0] = x0 * cos_theta - x1 * sin_theta;
|
|
dst_data_loc[1] = x0 * sin_theta + x1 * cos_theta;
|
|
|
|
src_loc += 2;
|
|
dst_data_loc += 2;
|
|
}
|
|
}
|
|
}
|
|
|
|
for (uint32_t i0 = rope_ctx->n_dims; i0 < ne0; i0 += 2) {
|
|
dst_data_loc[0] = src_loc[0];
|
|
dst_data_loc[1] = src_loc[1];
|
|
|
|
src_loc += 2;
|
|
dst_data_loc += 2;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
static void rope_job_f32_per_thread(struct rope_th_ctx * rope_ctx, int nth, int ith) {
|
|
struct htp_ops_context * octx = rope_ctx->octx;
|
|
|
|
const struct htp_tensor * src0 = &octx->src0;
|
|
const struct htp_tensor * src1 = &octx->src1;
|
|
struct htp_tensor * dst = &octx->dst;
|
|
|
|
htp_rope_preamble;
|
|
|
|
const uint32_t src0_nrows = ne01 * ne02 * ne03; // src0 rows
|
|
const uint32_t src0_nrows_per_thread = octx->src0_nrows_per_thread;
|
|
|
|
const uint32_t src0_start_row = src0_nrows_per_thread * ith;
|
|
const uint32_t src0_end_row = MIN(src0_start_row + src0_nrows_per_thread, src0_nrows);
|
|
|
|
// no work for this thread
|
|
if (src0_start_row >= src0_end_row) {
|
|
return;
|
|
}
|
|
|
|
uint64_t t1, t2;
|
|
t1 = HAP_perf_get_qtimer_count();
|
|
|
|
int is_aligned = 1;
|
|
int opt_path = 0;
|
|
if ((0 == htp_is_aligned((void *) src0->data, VLEN)) || (0 == htp_is_aligned((void *) src1->data, VLEN)) ||
|
|
(0 == htp_is_aligned((void *) dst->data, VLEN))) {
|
|
FARF(HIGH, "rope-f32: unaligned addresses in rope op, possibly slower execution\n");
|
|
is_aligned = 0;
|
|
}
|
|
if ((1 == is_aligned) && !(nb01 & (VLEN - 1))) {
|
|
opt_path = 1;
|
|
}
|
|
|
|
rope_hex_f32(rope_ctx, src0_start_row, src0_end_row, nth, ith, opt_path);
|
|
|
|
t2 = HAP_perf_get_qtimer_count();
|
|
|
|
FARF(HIGH, "rope-f32: %d/%d/%d: (%u:%u) usec %u\n", ith, nth, opt_path, src0_start_row, src0_end_row,
|
|
(unsigned) HAP_perf_qtimer_count_to_us(t2 - t1));
|
|
}
|
|
|
|
static void rope_job_dispatcher_f32(unsigned int n, unsigned int i, void * data) {
|
|
struct rope_th_ctx * rope_ctx = (struct rope_th_ctx *) data;
|
|
|
|
rope_job_f32_per_thread(rope_ctx, n, i);
|
|
}
|
|
|
|
static int execute_op_rope_f32(struct htp_ops_context * octx) {
|
|
int err = HTP_STATUS_OK;
|
|
|
|
const struct htp_tensor * src0 = &octx->src0;
|
|
const struct htp_tensor * src1 = &octx->src1;
|
|
const struct htp_tensor * src2 = &octx->src2;
|
|
struct htp_tensor * dst = &octx->dst;
|
|
|
|
worker_callback_t op_func;
|
|
const char * op_type = NULL;
|
|
|
|
struct rope_th_ctx rope_ctx;
|
|
|
|
switch (octx->op) {
|
|
case HTP_OP_ROPE:
|
|
op_func = rope_job_dispatcher_f32;
|
|
op_type = "rope-f32";
|
|
|
|
init_rope_ctx(&rope_ctx, octx);
|
|
break;
|
|
|
|
default:
|
|
FARF(ERROR, "Unsupported Op %u\n", octx->op);
|
|
return HTP_STATUS_NO_SUPPORT;
|
|
}
|
|
|
|
const uint32_t n_threads = octx->n_threads;
|
|
|
|
const size_t src0_row_size = src0->nb[1];
|
|
const size_t src1_row_size = src0_row_size;
|
|
const size_t dst_row_size = dst->nb[1];
|
|
|
|
// VTCM scratchpads for all tensors
|
|
// N rows per thread, padded to HVX vector size
|
|
octx->dst_spad.size = htp_round_up(dst_row_size, 128) * n_threads;
|
|
octx->src0_spad.size = htp_round_up(src0_row_size, 128) * n_threads;
|
|
octx->src1_spad.size = htp_round_up(src1_row_size, 128) * n_threads;
|
|
|
|
size_t spad_size = octx->src0_spad.size + octx->src1_spad.size + octx->dst_spad.size;
|
|
|
|
if (src2->ne[0]) {
|
|
FARF(HIGH,
|
|
"%s: %ux%ux%ux%u (x %ux%ux%ux%u x %ux%ux%ux%u) -> %ux%ux%ux%u : src0-spad-size %u src1-spad-size %u "
|
|
"dst-spad-size %u\n",
|
|
op_type, src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3], src1->ne[0], src1->ne[1], src1->ne[2],
|
|
src1->ne[3], src2->ne[0], src2->ne[1], src2->ne[2], src2->ne[3], dst->ne[0], dst->ne[1], dst->ne[2],
|
|
dst->ne[3], octx->src0_spad.size, octx->src1_spad.size, octx->dst_spad.size);
|
|
} else {
|
|
FARF(HIGH,
|
|
"%s: %ux%ux%ux%u (%ux%ux%ux%u) -> %ux%ux%ux%u : src0-spad-size %u src1-spad-size %u dst-spad-size %u\n",
|
|
op_type, src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3], src1->ne[0], src1->ne[1], src1->ne[2],
|
|
src1->ne[3], dst->ne[0], dst->ne[1], dst->ne[2], dst->ne[3], octx->src0_spad.size, octx->src1_spad.size,
|
|
octx->dst_spad.size);
|
|
}
|
|
|
|
// Make sure the reserved vtcm size is sufficient
|
|
if (octx->ctx->vtcm_size < spad_size) {
|
|
FARF(ERROR, "%s : current VTCM reservation %zu is too small, needed %zu\n", op_type, octx->ctx->vtcm_size,
|
|
spad_size);
|
|
return HTP_STATUS_VTCM_TOO_SMALL;
|
|
}
|
|
|
|
octx->src0_spad.data = octx->ctx->vtcm_base;
|
|
octx->src1_spad.data = octx->src0_spad.data + octx->src0_spad.size;
|
|
octx->dst_spad.data = octx->src1_spad.data + octx->src1_spad.size;
|
|
|
|
uint32_t src0_nrows = src0->ne[1] * src0->ne[2] * src0->ne[3];
|
|
|
|
if (!(octx->flags & HTP_OPFLAGS_SKIP_COMPUTE)) {
|
|
uint32_t n_jobs = MIN(n_threads, src0_nrows);
|
|
octx->src0_nrows_per_thread = (src0_nrows + n_jobs - 1) / n_jobs;
|
|
worker_pool_run_func(octx->ctx->worker_pool, op_func, &rope_ctx, n_jobs);
|
|
}
|
|
|
|
return err;
|
|
}
|
|
|
|
int op_rope(struct htp_ops_context * octx) {
|
|
int err = HTP_STATUS_OK;
|
|
|
|
switch (octx->src0.type) {
|
|
case HTP_TYPE_F32:
|
|
err = execute_op_rope_f32(octx);
|
|
break;
|
|
|
|
default:
|
|
err = HTP_STATUS_NO_SUPPORT;
|
|
break;
|
|
}
|
|
|
|
return err;
|
|
}
|