llama.cpp/ggml/src/ggml-sycl/presets.hpp
Zhiyuan Li 3bcd40b3c5
Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration (#10133)
* rwkv6: rename to wkv6

* rwkv6: support avx2 avx512 armv8 armv9

* rwkv6: update cuda file name

* rwkv6: rename params

* wkv on sycl

* sycl: add some ops

* sycl: Enhance OP support judgment

* wkv6: drop armv9 and tranfer to GGML style

ggml-ci

* sync : ggml

* update the function to use appropriate types

* fix define error

* Update ggml/src/ggml-cpu.c

* add appropriate asserts

* move element-wise functions outside

* put the declaration outside the loop

* rewrite to be more inline with the common pattern for distributing threads

* use recommended way GGML_TENSOR_LOCALS

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
Co-authored-by: Plamen Minev <pacominev@gmail.com>
Co-authored-by: Yuri Khrustalev <ykhrustalev@users.noreply.github.com>
Co-authored-by: Meng, Hengyu <airdldl@163.com>
2024-11-07 15:19:10 +08:00

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//
// MIT license
// Copyright (C) 2024 Intel Corporation
// SPDX-License-Identifier: MIT
//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
#ifndef GGML_SYCL_PRESETS_HPP
#define GGML_SYCL_PRESETS_HPP
#define GGML_SYCL_MAX_STREAMS 8
#define GGML_SYCL_MAX_BUFFERS 256
#define WARP_SIZE GGML_SYCL_WARP_SIZE
#define MATRIX_ROW_PADDING 512 // last row of quant. matrices is a multiple of this to avoid out-of-bounds memory accesses
#define SYCL_GELU_BLOCK_SIZE 256
#define SYCL_SILU_BLOCK_SIZE 256
#define SYCL_TANH_BLOCK_SIZE 256
#define SYCL_RELU_BLOCK_SIZE 256
#define SYCL_HARDSIGMOID_BLOCK_SIZE 256
#define SYCL_HARDSWISH_BLOCK_SIZE 256
#define SYCL_EXP_BLOCK_SIZE 256
#define SYCL_NEG_BLOCK_SIZE 256
#define SYCL_SIGMOID_BLOCK_SIZE 256
#define SYCL_SQRT_BLOCK_SIZE 256
#define SYCL_SIN_BLOCK_SIZE 256
#define SYCL_SQR_BLOCK_SIZE 256
#define SYCL_CPY_BLOCK_SIZE 32
#define SYCL_SCALE_BLOCK_SIZE 256
#define SYCL_CLAMP_BLOCK_SIZE 256
#define SYCL_ROPE_BLOCK_SIZE 256
#define SYCL_ALIBI_BLOCK_SIZE 32
#define SYCL_DIAG_MASK_INF_BLOCK_SIZE 32
#define SYCL_QUANTIZE_BLOCK_SIZE 256
#define SYCL_DEQUANTIZE_BLOCK_SIZE 256
#define SYCL_GET_ROWS_BLOCK_SIZE 256
#define SYCL_UPSCALE_BLOCK_SIZE 256
#define SYCL_CONCAT_BLOCK_SIZE 256
#define SYCL_PAD_BLOCK_SIZE 256
#define SYCL_ACC_BLOCK_SIZE 256
#define SYCL_IM2COL_BLOCK_SIZE 256
#define SYCL_POOL2D_BLOCK_SIZE 256
#define SYCL_ARGMAX_BLOCK_SIZE 256
#define SYCL_CONV_TRANPOSE_1D_BLOCK_SIZE 256
#define SYCL_TIMESTEP_EMBEDDING_BLOCK_SIZE 256
// dmmv = dequantize_mul_mat_vec
#ifndef GGML_SYCL_DMMV_X
#define GGML_SYCL_DMMV_X 32
#endif
#ifndef GGML_SYCL_MMV_Y
#define GGML_SYCL_MMV_Y 1
#endif
#ifndef K_QUANTS_PER_ITERATION
#define K_QUANTS_PER_ITERATION 2
#else
static_assert(K_QUANTS_PER_ITERATION == 1 || K_QUANTS_PER_ITERATION == 2, "K_QUANTS_PER_ITERATION must be 1 or 2");
#endif
#ifndef GGML_SYCL_PEER_MAX_BATCH_SIZE
#define GGML_SYCL_PEER_MAX_BATCH_SIZE 128
#endif // GGML_SYCL_PEER_MAX_BATCH_SIZE
#define MUL_MAT_SRC1_COL_STRIDE 128
#define QK_WARP_SIZE 32
#endif // GGML_SYCL_PRESETS_HPP