@@ -60,54 +60,6 @@ static void k_get_rows(
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dst_row[iybs + iqs + y_offset] = v.y ();
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}
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- template <int qk, int qr, dequantize_kernel_t_reorder dequantize_kernel_recorder, typename dst_t >
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- static void k_get_rows_reorder (
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- const void * src0, const void *src0_dq, const int32_t * src1, dst_t * dst,
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- int64_t ne00, /* int64_t ne01, int64_t ne02, int64_t ne03,*/
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- /* int64_t ne10, int64_t ne11,*/ int64_t ne12, /* int64_t ne13,*/
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- /* size_t s0,*/ size_t s1, size_t s2, size_t s3,
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- /* size_t nb00,*/ size_t nb01, size_t nb02, size_t nb03,
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- size_t s10, size_t s11, size_t s12,
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- const sycl::nd_item<3 > &item_ct1/* , size_t s13*/ ) {
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-
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- const int i00 = (item_ct1.get_group (2 ) * item_ct1.get_local_range (2 ) +
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- item_ct1.get_local_id (2 )) *
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- 2 ;
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- const int i10 = item_ct1.get_local_range (1 ) * item_ct1.get_group (1 ) +
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- item_ct1.get_local_id (1 );
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- const int i11 = (item_ct1.get_group (0 ) * item_ct1.get_local_range (0 ) +
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- item_ct1.get_local_id (0 )) /
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- ne12;
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- const int i12 = (item_ct1.get_group (0 ) * item_ct1.get_local_range (0 ) +
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- item_ct1.get_local_id (0 )) %
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- ne12;
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-
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- if (i00 >= ne00) {
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- return ;
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- }
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- auto ncols = ne00;
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- const int i01 = src1[i10*s10 + i11*s11 + i12*s12];
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-
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- dst_t * dst_row = dst + i10*s1 + i11*s2 + i12*s3;
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-
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- const int src0_off = i01 * ncols + i00;
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- const int ib = src0_off / QK4_0; // block index
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- const int iqs = (i00%qk)/qr; // x quant index
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- const int iybs = i00 - i00%qk; // dst block start index
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- const int y_offset = qr == 1 ? 1 : qk/2 ;
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-
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- // dequantize
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- dfloat2 v;
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- dequantize_kernel_recorder ((const void *)src0_dq, ib, (const void *)src0, src0_off/2 , v);
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-
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- dst_row[iybs + iqs + 0 ] = v.x ();
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- dst_row[iybs + iqs + y_offset] = v.y ();
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-
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- GGML_UNUSED (nb01);
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- GGML_UNUSED (nb02);
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- GGML_UNUSED (nb03);
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- }
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-
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template <typename src0_t , typename dst_t >
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static void k_get_rows_float (
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const src0_t * src0, const int32_t * src1, dst_t * dst,
@@ -177,47 +129,6 @@ static void get_rows_sycl(ggml_backend_sycl_context & ctx, const ggml_tensor *sr
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GGML_UNUSED (ctx);
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}
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- template <int qk, int qr, dequantize_kernel_t_reorder dq_reorder>
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- static void get_rows_sycl_reorder (ggml_backend_sycl_context & ctx, const ggml_tensor *src0, const ggml_tensor *src1,
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- ggml_tensor *dst, const void *src0_dd,
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- const int32_t *src1_dd, float *dst_dd,
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- queue_ptr stream) {
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-
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- GGML_TENSOR_BINARY_OP_LOCALS
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-
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- const sycl::range<3 > block_dims (1 , 1 , SYCL_GET_ROWS_BLOCK_SIZE);
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- const int block_num_x = (ne00 + 2 *SYCL_GET_ROWS_BLOCK_SIZE - 1 ) / (2 *SYCL_GET_ROWS_BLOCK_SIZE);
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- const sycl::range<3 > block_nums (ne11 * ne12, ne10, block_num_x);
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-
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- // strides in elements
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- // const size_t s0 = nb0 / ggml_element_size(dst);
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- const size_t s1 = nb1 / ggml_element_size (dst);
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- const size_t s2 = nb2 / ggml_element_size (dst);
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- const size_t s3 = nb3 / ggml_element_size (dst);
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-
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- const size_t s10 = nb10 / ggml_element_size (src1);
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- const size_t s11 = nb11 / ggml_element_size (src1);
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- const size_t s12 = nb12 / ggml_element_size (src1);
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- // const size_t s13 = nb13 / ggml_element_size(src1);
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-
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- GGML_ASSERT (ne00 % 2 == 0 );
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-
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- const uint8_t * src0_q = (const uint8_t *)src0_dd;
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- const size_t ncols = ne00;
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- const size_t nrows = ne01;
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- const sycl::half* src0_dq = (const sycl::half*)(src0_q + nrows * ncols / 2 );
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- stream->parallel_for (sycl::nd_range<3 >(block_nums * block_dims, block_dims),
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- [=](sycl::nd_item<3 > item_ct1) [[sycl::reqd_sub_group_size (WARP_SIZE)]]{
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- k_get_rows_reorder<qk, qr, dq_reorder>(
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- src0_dd, src0_dq, src1_dd, dst_dd, ne00, ne12, s1, s2,
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- s3, nb01, nb02, nb03, s10, s11, s12, item_ct1);
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- });
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-
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- GGML_UNUSED (dst);
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- GGML_UNUSED (ctx);
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- }
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-
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-
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template <typename src0_t >
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static void get_rows_sycl_float (ggml_backend_sycl_context & ctx, const ggml_tensor *src0,
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const ggml_tensor *src1, ggml_tensor *dst,
@@ -277,13 +188,8 @@ void ggml_sycl_op_get_rows(ggml_backend_sycl_context & ctx, ggml_tensor * dst) {
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src1_i32, (float *)dst->data , ctx.stream ());
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break ;
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case GGML_TYPE_Q4_0:
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- if (ctx.opt_feature .reorder && dst->op == GGML_OP_MUL_MAT) {
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- get_rows_sycl_reorder<QK4_0, QR4_0, dequantize_q4_0_reorder>(ctx, dst->src [0 ], dst->src [1 ], dst, (const float *)dst->src [0 ]->data ,
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- src1_i32, (float *)dst->data , ctx.stream ());
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- } else {
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- get_rows_sycl<QK4_0, QR4_0, dequantize_q4_0>(ctx, dst->src [0 ], dst->src [1 ], dst, (const float *)dst->src [0 ]->data ,
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- src1_i32, (float *)dst->data , ctx.stream ());
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- }
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+ get_rows_sycl<QK4_0, QR4_0, dequantize_q4_0>(ctx, dst->src [0 ], dst->src [1 ], dst, (const float *)dst->src [0 ]->data ,
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+ src1_i32, (float *)dst->data , ctx.stream ());
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break ;
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case GGML_TYPE_Q4_1:
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get_rows_sycl<QK4_1, QR4_1, dequantize_q4_1>(ctx, dst->src [0 ], dst->src [1 ], dst, (const float *)dst->src [0 ]->data ,
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