From cd1fce6d4f9c191f1c7429cc96f61281c3b63ffc Mon Sep 17 00:00:00 2001 From: Akarshan Biswas Date: Mon, 28 Jul 2025 20:32:15 +0530 Subject: [PATCH 01/17] SYCL: Add set_rows support for quantized types (#14883) * SYCL: Add set_rows support for quantized types This commit adds support for GGML_OP_SET_ROWS operation for various quantized tensor types (Q8_0, Q5_1, Q5_0, Q4_1, Q4_0, IQ4_NL) and BF16 type in the SYCL backend. The quantization/dequantization copy kernels were moved from cpy.cpp to cpy.hpp to make them available for set_rows.cpp. This addresses part of the TODOs mentioned in the code. * Use get_global_linear_id() instead ggml-ci * Fix formatting ggml-ci * Use const for ne11 and size_t variables in set_rows_sycl_q ggml-ci * Increase block size for q kernel to 256 ggml-ci * Cleanup imports * Add float.h to cpy.hpp --- ggml/src/ggml-sycl/cpy.cpp | 212 ------------------------------ ggml/src/ggml-sycl/cpy.hpp | 214 ++++++++++++++++++++++++++++++- ggml/src/ggml-sycl/ggml-sycl.cpp | 11 +- ggml/src/ggml-sycl/set_rows.cpp | 94 ++++++++++++++ 4 files changed, 313 insertions(+), 218 deletions(-) diff --git a/ggml/src/ggml-sycl/cpy.cpp b/ggml/src/ggml-sycl/cpy.cpp index 1ffd7f122..3d321b58a 100644 --- a/ggml/src/ggml-sycl/cpy.cpp +++ b/ggml/src/ggml-sycl/cpy.cpp @@ -1,31 +1,12 @@ #include "cpy.hpp" #include -#include #include "dequantize.hpp" #include "ggml-sycl/common.hpp" #include "ggml-sycl/presets.hpp" #include "ggml.h" -static __dpct_inline__ int best_index_int8(int n, const int8_t * val, float x) { - if (x <= val[0]) { - return 0; - } - if (x >= val[n - 1]) { - return n - 1; - } - int ml = 0, mu = n - 1; - while (mu - ml > 1) { - int mav = (ml + mu) / 2; - if (x < val[mav]) { - mu = mav; - } else { - ml = mav; - } - } - return x - val[mu - 1] < val[mu] - x ? mu - 1 : mu; -} static void cpy_1_f32_f32(const char * cxi, char * cdsti) { const float * xi = (const float *) cxi; @@ -97,28 +78,6 @@ static void cpy_f32_f16(const char * cx, char * cdst, const int ne, const int ne cpy_1(cx + x_offset, cdst + dst_offset); } -static void cpy_blck_f32_q8_0(const char * cxi, char * cdsti) { - const float * xi = (const float *) cxi; - block_q8_0 * dsti = (block_q8_0 *) cdsti; - - float amax = 0.0f; // absolute max - - for (int j = 0; j < QK8_0; j++) { - const float v = xi[j]; - amax = sycl::fmax(amax, sycl::fabs((float) v)); - } - - const float d = amax / ((1 << 7) - 1); - const float id = d ? 1.0f / d : 0.0f; - - dsti->d = d; - - for (int j = 0; j < QK8_0; ++j) { - const float x0 = xi[j] * id; - - dsti->qs[j] = sycl::round((float) x0); - } -} /* quantized type same copy */ template @@ -140,178 +99,7 @@ static void cpy_blck_q8_0_f32(const char * cxi, char * cdsti) { } } -static void cpy_blck_f32_q4_0(const char * cxi, char * cdsti) { - const float * xi = (const float *) cxi; - block_q4_0 * dsti = (block_q4_0 *) cdsti; - float amax = 0.0f; - float vmax = 0.0f; - - for (int j = 0; j < QK4_0; ++j) { - const float v = xi[j]; - if (amax < sycl::fabs((float) v)) { - amax = sycl::fabs((float) v); - vmax = v; - } - } - - const float d = vmax / -8; - const float id = d ? 1.0f / d : 0.0f; - - dsti->d = d; - - for (int j = 0; j < QK4_0 / 2; ++j) { - const float x0 = xi[0 + j] * id; - const float x1 = xi[QK4_0 / 2 + j] * id; - - const uint8_t xi0 = dpct::min(15, (int8_t) (x0 + 8.5f)); - const uint8_t xi1 = dpct::min(15, (int8_t) (x1 + 8.5f)); - - dsti->qs[j] = xi0; - dsti->qs[j] |= xi1 << 4; - } -} - -static void cpy_blck_f32_q4_1(const char * cxi, char * cdsti) { - const float * xi = (const float *) cxi; - block_q4_1 * dsti = (block_q4_1 *) cdsti; - - float vmin = FLT_MAX; - float vmax = -FLT_MAX; - - for (int j = 0; j < QK4_1; ++j) { - const float v = xi[j]; - - if (v < vmin) { - vmin = v; - } - if (v > vmax) { - vmax = v; - } - } - - const float d = (vmax - vmin) / ((1 << 4) - 1); - const float id = d ? 1.0f / d : 0.0f; - - dsti->dm.x() = d; - dsti->dm.y() = vmin; - - for (int j = 0; j < QK4_1 / 2; ++j) { - const float x0 = (xi[0 + j] - vmin) * id; - const float x1 = (xi[QK4_1 / 2 + j] - vmin) * id; - - const uint8_t xi0 = dpct::min(15, (int8_t) (x0 + 0.5f)); - const uint8_t xi1 = dpct::min(15, (int8_t) (x1 + 0.5f)); - - dsti->qs[j] = xi0; - dsti->qs[j] |= xi1 << 4; - } -} - -static void cpy_blck_f32_q5_0(const char * cxi, char * cdsti) { - const float * xi = (const float *) cxi; - block_q5_0 * dsti = (block_q5_0 *) cdsti; - - float amax = 0.0f; - float vmax = 0.0f; - - for (int j = 0; j < QK5_0; ++j) { - const float v = xi[j]; - if (amax < sycl::fabs((float) v)) { - amax = sycl::fabs((float) v); - vmax = v; - } - } - - const float d = vmax / -16; - const float id = d ? 1.0f / d : 0.0f; - - dsti->d = d; - - uint32_t qh = 0; - for (int j = 0; j < QK5_0 / 2; ++j) { - const float x0 = xi[0 + j] * id; - const float x1 = xi[QK5_0 / 2 + j] * id; - - const uint8_t xi0 = dpct::min(31, (int8_t) (x0 + 16.5f)); - const uint8_t xi1 = dpct::min(31, (int8_t) (x1 + 16.5f)); - - dsti->qs[j] = (xi0 & 0xf) | ((xi1 & 0xf) << 4); - qh |= ((xi0 & 0x10u) >> 4) << (j + 0); - qh |= ((xi1 & 0x10u) >> 4) << (j + QK5_0 / 2); - } - memcpy(dsti->qh, &qh, sizeof(qh)); -} - -static void cpy_blck_f32_q5_1(const char * cxi, char * cdsti) { - const float * xi = (const float *) cxi; - block_q5_1 * dsti = (block_q5_1 *) cdsti; - - float min = xi[0]; - float max = xi[0]; - - for (int j = 1; j < QK5_1; ++j) { - const float v = xi[j]; - min = v < min ? v : min; - max = v > max ? v : max; - } - - const float d = (max - min) / 31; - const float id = d ? 1.0f / d : 0.0f; - - dsti->dm.x() = d; - dsti->dm.y() = min; - - uint32_t qh = 0; - for (int j = 0; j < QK5_1 / 2; ++j) { - const float x0 = (xi[0 + j] - min) * id; - const float x1 = (xi[QK5_1 / 2 + j] - min) * id; - - const uint8_t xi0 = (uint8_t) (x0 + 0.5f); - const uint8_t xi1 = (uint8_t) (x1 + 0.5f); - - dsti->qs[j] = (xi0 & 0xf) | ((xi1 & 0xf) << 4); - qh |= ((xi0 & 0x10u) >> 4) << (j + 0); - qh |= ((xi1 & 0x10u) >> 4) << (j + QK5_1 / 2); - } - memcpy(dsti->qh, &qh, sizeof(qh)); -} - -static void cpy_blck_f32_iq4_nl(const char * cxi, char * cdsti) { - const float * xi = (const float *) cxi; - block_iq4_nl * dsti = (block_iq4_nl *) cdsti; - - float amax = 0.0f; - float vmax = 0.0f; - - for (int j = 0; j < QK4_NL; ++j) { - const float v = xi[j]; - if (amax < sycl::fabs((float) v)) { - amax = sycl::fabs((float) v); - vmax = v; - } - } - - float d = vmax / kvalues_iq4nl[0]; - const float id = d ? 1.0f / d : 0.0f; - - float sumqx = 0, sumq2 = 0; - for (int j = 0; j < QK4_NL / 2; ++j) { - const float x0 = xi[0 + j] * id; - const float x1 = xi[QK4_NL / 2 + j] * id; - const uint8_t xi0 = best_index_int8(16, kvalues_iq4nl, x0); - const uint8_t xi1 = best_index_int8(16, kvalues_iq4nl, x1); - dsti->qs[j] = xi0 | (xi1 << 4); - const float v0 = kvalues_iq4nl[xi0]; - const float v1 = kvalues_iq4nl[xi1]; - const float w0 = xi[0 + j] * xi[0 + j]; - const float w1 = xi[QK4_NL / 2 + j] * xi[QK4_NL / 2 + j]; - sumqx += w0 * v0 * xi[j] + w1 * v1 * xi[QK4_NL / 2 + j]; - sumq2 += w0 * v0 * v0 + w1 * v1 * v1; - } - - dsti->d = sumq2 > 0 ? sumqx / sumq2 : d; -} template static void cpy_blck_q_f32(const char * cxi, char * cdsti) { float * cdstf = (float *) (cdsti); diff --git a/ggml/src/ggml-sycl/cpy.hpp b/ggml/src/ggml-sycl/cpy.hpp index 0a0f561d2..3c331f1ef 100644 --- a/ggml/src/ggml-sycl/cpy.hpp +++ b/ggml/src/ggml-sycl/cpy.hpp @@ -2,10 +2,222 @@ #define GGML_SYCL_CPY_HPP #include "common.hpp" +#include typedef void (*cpy_kernel_t)(const char * cx, char * cdst); +__dpct_inline__ int best_index_int8(int n, const int8_t * val, float x) { + if (x <= val[0]) { + return 0; + } + if (x >= val[n - 1]) { + return n - 1; + } + int ml = 0, mu = n - 1; + while (mu - ml > 1) { + int mav = (ml + mu) / 2; + if (x < val[mav]) { + mu = mav; + } else { + ml = mav; + } + } + return x - val[mu - 1] < val[mu] - x ? mu - 1 : mu; +} + +inline void cpy_blck_f32_q8_0(const char * cxi, char * cdsti) { + const float * xi = (const float *) cxi; + block_q8_0 * dsti = (block_q8_0 *) cdsti; + + float amax = 0.0f; // absolute max + + for (int j = 0; j < QK8_0; j++) { + const float v = xi[j]; + amax = sycl::fmax(amax, sycl::fabs((float) v)); + } + + const float d = amax / ((1 << 7) - 1); + const float id = d ? 1.0f / d : 0.0f; + + dsti->d = d; + + for (int j = 0; j < QK8_0; ++j) { + const float x0 = xi[j] * id; + + dsti->qs[j] = sycl::round((float) x0); + } +} + +inline void cpy_blck_f32_q4_0(const char * cxi, char * cdsti) { + const float * xi = (const float *) cxi; + block_q4_0 * dsti = (block_q4_0 *) cdsti; + + float amax = 0.0f; + float vmax = 0.0f; + + for (int j = 0; j < QK4_0; ++j) { + const float v = xi[j]; + if (amax < sycl::fabs((float) v)) { + amax = sycl::fabs((float) v); + vmax = v; + } + } + + const float d = vmax / -8; + const float id = d ? 1.0f / d : 0.0f; + + dsti->d = d; + + for (int j = 0; j < QK4_0 / 2; ++j) { + const float x0 = xi[0 + j] * id; + const float x1 = xi[QK4_0 / 2 + j] * id; + + const uint8_t xi0 = dpct::min(15, (int8_t) (x0 + 8.5f)); + const uint8_t xi1 = dpct::min(15, (int8_t) (x1 + 8.5f)); + + dsti->qs[j] = xi0; + dsti->qs[j] |= xi1 << 4; + } +} + +inline void cpy_blck_f32_q4_1(const char * cxi, char * cdsti) { + const float * xi = (const float *) cxi; + block_q4_1 * dsti = (block_q4_1 *) cdsti; + + float vmin = FLT_MAX; + float vmax = -FLT_MAX; + + for (int j = 0; j < QK4_1; ++j) { + const float v = xi[j]; + + vmin = sycl::min(v, vmin); + vmax = sycl::max(v, vmax); + } + + const float d = (vmax - vmin) / ((1 << 4) - 1); + const float id = d ? 1.0f / d : 0.0f; + + dsti->dm.x() = d; + dsti->dm.y() = vmin; + + for (int j = 0; j < QK4_1 / 2; ++j) { + const float x0 = (xi[0 + j] - vmin) * id; + const float x1 = (xi[QK4_1 / 2 + j] - vmin) * id; + + const uint8_t xi0 = dpct::min(15, (int8_t) (x0 + 0.5f)); + const uint8_t xi1 = dpct::min(15, (int8_t) (x1 + 0.5f)); + + dsti->qs[j] = xi0; + dsti->qs[j] |= xi1 << 4; + } +} + +inline void cpy_blck_f32_q5_0(const char * cxi, char * cdsti) { + const float * xi = (const float *) cxi; + block_q5_0 * dsti = (block_q5_0 *) cdsti; + + float amax = 0.0f; + float vmax = 0.0f; + + for (int j = 0; j < QK5_0; ++j) { + const float v = xi[j]; + if (amax < sycl::fabs((float) v)) { + amax = sycl::fabs((float) v); + vmax = v; + } + } + + const float d = vmax / -16; + const float id = d ? 1.0f / d : 0.0f; + + dsti->d = d; + + uint32_t qh = 0; + for (int j = 0; j < QK5_0 / 2; ++j) { + const float x0 = xi[0 + j] * id; + const float x1 = xi[QK5_0 / 2 + j] * id; + + const uint8_t xi0 = dpct::min(31, (int8_t) (x0 + 16.5f)); + const uint8_t xi1 = dpct::min(31, (int8_t) (x1 + 16.5f)); + + dsti->qs[j] = (xi0 & 0xf) | ((xi1 & 0xf) << 4); + qh |= ((xi0 & 0x10u) >> 4) << (j + 0); + qh |= ((xi1 & 0x10u) >> 4) << (j + QK5_0 / 2); + } + memcpy(dsti->qh, &qh, sizeof(qh)); +} + +inline void cpy_blck_f32_q5_1(const char * cxi, char * cdsti) { + const float * xi = (const float *) cxi; + block_q5_1 * dsti = (block_q5_1 *) cdsti; + + float min = xi[0]; + float max = xi[0]; + + for (int j = 1; j < QK5_1; ++j) { + const float v = xi[j]; + min = v < min ? v : min; + max = v > max ? v : max; + } + + const float d = (max - min) / 31; + const float id = d ? 1.0f / d : 0.0f; + + dsti->dm.x() = d; + dsti->dm.y() = min; + + uint32_t qh = 0; + for (int j = 0; j < QK5_1 / 2; ++j) { + const float x0 = (xi[0 + j] - min) * id; + const float x1 = (xi[QK5_1 / 2 + j] - min) * id; + + const uint8_t xi0 = (uint8_t) (x0 + 0.5f); + const uint8_t xi1 = (uint8_t) (x1 + 0.5f); + + dsti->qs[j] = (xi0 & 0xf) | ((xi1 & 0xf) << 4); + qh |= ((xi0 & 0x10u) >> 4) << (j + 0); + qh |= ((xi1 & 0x10u) >> 4) << (j + QK5_1 / 2); + } + memcpy(dsti->qh, &qh, sizeof(qh)); +} + +inline void cpy_blck_f32_iq4_nl(const char * cxi, char * cdsti) { + const float * xi = (const float *) cxi; + block_iq4_nl * dsti = (block_iq4_nl *) cdsti; + + float amax = 0.0f; + float vmax = 0.0f; + + for (int j = 0; j < QK4_NL; ++j) { + const float v = xi[j]; + if (amax < sycl::fabs((float) v)) { + amax = sycl::fabs((float) v); + vmax = v; + } + } + + float d = vmax / kvalues_iq4nl[0]; + const float id = d ? 1.0f / d : 0.0f; + + float sumqx = 0, sumq2 = 0; + for (int j = 0; j < QK4_NL / 2; ++j) { + const float x0 = xi[0 + j] * id; + const float x1 = xi[QK4_NL / 2 + j] * id; + const uint8_t xi0 = best_index_int8(16, kvalues_iq4nl, x0); + const uint8_t xi1 = best_index_int8(16, kvalues_iq4nl, x1); + dsti->qs[j] = xi0 | (xi1 << 4); + const float v0 = kvalues_iq4nl[xi0]; + const float v1 = kvalues_iq4nl[xi1]; + const float w0 = xi[0 + j] * xi[0 + j]; + const float w1 = xi[QK4_NL / 2 + j] * xi[QK4_NL / 2 + j]; + sumqx += w0 * v0 * xi[j] + w1 * v1 * xi[QK4_NL / 2 + j]; + sumq2 += w0 * v0 * v0 + w1 * v1 * v1; + } + + dsti->d = sumq2 > 0 ? sumqx / sumq2 : d; +} + void ggml_sycl_cpy(ggml_backend_sycl_context & ctx, const ggml_tensor * src0, const ggml_tensor * src1); void ggml_sycl_dup(ggml_backend_sycl_context & ctx, ggml_tensor * dst); -#endif // GGML_SYCL_CPY_HPP +#endif // GGML_SYCL_CPY_HPP diff --git a/ggml/src/ggml-sycl/ggml-sycl.cpp b/ggml/src/ggml-sycl/ggml-sycl.cpp index b08941c32..2acdef98a 100644 --- a/ggml/src/ggml-sycl/ggml-sycl.cpp +++ b/ggml/src/ggml-sycl/ggml-sycl.cpp @@ -4229,11 +4229,12 @@ static bool ggml_backend_sycl_device_supports_op(ggml_backend_dev_t dev, const g } case GGML_OP_SET_ROWS: { - // TODO: add support - // ref: https://github.com/ggml-org/llama.cpp/pull/14274 -#pragma message("TODO: implement BF16, Q4_0, Q4_1, Q5_0, Q5_1, Q8_0, IQ4_NL support (https://github.com/ggml-org/llama.cpp/pull/14661)") - return (op->type == GGML_TYPE_F32 || (op->type == GGML_TYPE_F16 && op->src[0]->type == GGML_TYPE_F32 && op->src[1]->type == GGML_TYPE_I64)); - } break; + return ((op->type == GGML_TYPE_F32 || op->type == GGML_TYPE_F16 || op->type == GGML_TYPE_BF16 || + op->type == GGML_TYPE_Q8_0 || op->type == GGML_TYPE_Q5_1 || op->type == GGML_TYPE_Q5_0 || + op->type == GGML_TYPE_Q4_1 || op->type == GGML_TYPE_Q4_0 || op->type == GGML_TYPE_IQ4_NL) && + (op->src[1]->type == GGML_TYPE_I64)); + } + break; case GGML_OP_CPY: { ggml_type src0_type = op->src[0]->type; diff --git a/ggml/src/ggml-sycl/set_rows.cpp b/ggml/src/ggml-sycl/set_rows.cpp index 3091fab39..7a8e1410b 100644 --- a/ggml/src/ggml-sycl/set_rows.cpp +++ b/ggml/src/ggml-sycl/set_rows.cpp @@ -1,4 +1,5 @@ #include "set_rows.hpp" +#include "cpy.hpp" namespace utils { template @@ -15,6 +16,68 @@ convert (const char* src, char* dst) { *reinterpret_cast(dst) = dst_val; } +template +static void set_rows_sycl_q(const char * __restrict__ src0_d, + const int64_t * __restrict__ src1_d, + blockType * __restrict__ dst_d, + // tensor dimensions src0 and src1 + const int64_t ne00, + const int64_t ne01, + const int64_t ne02, + const int64_t ne03, + const int64_t ne10, + const int64_t ne11, + const int64_t ne12, + const int64_t ne13, + // strides for src0 + const size_t nb00, + const size_t nb01, + const size_t nb02, + const size_t nb03, + // strides for src1 + const size_t nb10, + const size_t nb11, + const size_t nb12, + const size_t nb13, + // strides for dst + const size_t nb1, + const size_t nb2, + const size_t nb3, + queue_ptr stream) { + const int64_t total_blocks = (ne00 * ne01 * ne02 * ne03) / qk; + constexpr int block_size = 256; + const int64_t grid_size = ceil_div(total_blocks, block_size); + + sycl_parallel_for(stream, sycl::nd_range<1>(grid_size * block_size, block_size), [=](sycl::nd_item<1> item_ct1) { + const int64_t i = item_ct1.get_global_linear_id(); + if (i >= total_blocks) { + return; + } + const int64_t i_base = i * qk; + const int64_t i03 = i_base / (ne00 * ne01 * ne02); + const int64_t rem1 = i_base - i03 * (ne00 * ne01 * ne02); + const int64_t i02 = rem1 / (ne00 * ne01); + const int64_t rem2 = rem1 - i02 * ne00 * ne01; + const int64_t i01 = rem2 / ne00; + const int64_t i00 = rem2 - i01 * ne00; + const int64_t i12 = i03 % ne12; + const int64_t i11 = i02 % ne11; + const int64_t i10 = i01; + const size_t src_offset = calculate_offset<3>({ nb01, nb02, nb03 }, { i01, i02, i03 }); + const char * src_block = src0_d + src_offset + i00 * sizeof(float); + const size_t src1_offset = calculate_offset<3>({ nb10, nb11, nb12 }, { i10, i11, i12 }); + const int64_t dst_row = src1_d[src1_offset / sizeof(int64_t)]; + const size_t dst_offset = + calculate_offset<3>({ nb1, nb2, nb3 }, { dst_row, i02, i03 }) + (i00 / qk) * sizeof(blockType); + char * dst_block = reinterpret_cast(reinterpret_cast(dst_d) + dst_offset); + cpyblck(src_block, dst_block); + }); + GGML_UNUSED(ne10); + GGML_UNUSED(ne13); + GGML_UNUSED(nb00); + GGML_UNUSED(nb13); +} + template static void k_set_rows( const char * __restrict__ src0, const int64_t * __restrict__ src1, char * __restrict__ dst, @@ -124,6 +187,37 @@ void ggml_sycl_op_set_rows(ggml_backend_sycl_context & ctx, ggml_tensor * dst) { stream ); break; + case GGML_TYPE_BF16: + set_rows_sycl( + (const char *)src0->data, src1_dd, (char *)dst->data, + ne00, ne01, ne02, ne03, + ne11, ne12, + nb01, nb02, nb03, + nb10, nb11, nb12, + nb1, nb2, nb3, + sizeof(float), sizeof(sycl::ext::oneapi::bfloat16), + stream + ); + break; + case GGML_TYPE_Q8_0: + set_rows_sycl_q((const char *)src0->data, src1_dd, (block_q8_0 *)dst->data, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nb00, nb01, nb02, nb03, nb10, nb11, nb12, nb13, nb1, nb2, nb3, stream); + break; + case GGML_TYPE_Q5_1: + set_rows_sycl_q((const char *)src0->data, src1_dd, (block_q5_1 *)dst->data, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nb00, nb01, nb02, nb03, nb10, nb11, nb12, nb13, nb1, nb2, nb3, stream); + break; + case GGML_TYPE_Q5_0: + set_rows_sycl_q((const char *)src0->data, src1_dd, (block_q5_0 *)dst->data, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nb00, nb01, nb02, nb03, nb10, nb11, nb12, nb13, nb1, nb2, nb3, stream); + break; + case GGML_TYPE_Q4_1: + set_rows_sycl_q((const char *)src0->data, src1_dd, (block_q4_1 *)dst->data, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nb00, nb01, nb02, nb03, nb10, nb11, nb12, nb13, nb1, nb2, nb3, stream); + break; + case GGML_TYPE_Q4_0: + set_rows_sycl_q((const char *)src0->data, src1_dd, (block_q4_0 *)dst->data, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nb00, nb01, nb02, nb03, nb10, nb11, nb12, nb13, nb1, nb2, nb3, stream); + break; + case GGML_TYPE_IQ4_NL: + set_rows_sycl_q((const char *)src0->data, src1_dd, (block_iq4_nl *)dst->data, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nb00, nb01, nb02, nb03, nb10, nb11, nb12, nb13, nb1, nb2, nb3, stream); + break; + default: GGML_ABORT("Unsupported tensor type!"); break; From db16e2831c0f344f041af3d067db81c42b16eb22 Mon Sep 17 00:00:00 2001 From: xctan Date: Mon, 28 Jul 2025 23:40:24 +0800 Subject: [PATCH 02/17] ggml-cpu : deduplicate scalar implementations (#14897) * remove redundant code in riscv * remove redundant code in arm * remove redundant code in loongarch * remove redundant code in ppc * remove redundant code in s390 * remove redundant code in wasm * remove redundant code in x86 * remove fallback headers * fix x86 ggml_vec_dot_q8_0_q8_0 --- ggml/src/ggml-cpu/arch/arm/quants.c | 667 ++----------------- ggml/src/ggml-cpu/arch/arm/repack.cpp | 300 +-------- ggml/src/ggml-cpu/arch/loongarch/quants.c | 659 +++---------------- ggml/src/ggml-cpu/arch/powerpc/quants.c | 699 +++----------------- ggml/src/ggml-cpu/arch/riscv/quants.c | 398 ++--------- ggml/src/ggml-cpu/arch/riscv/repack.cpp | 61 +- ggml/src/ggml-cpu/arch/s390/quants.c | 367 ++--------- ggml/src/ggml-cpu/arch/wasm/quants.c | 368 ++--------- ggml/src/ggml-cpu/arch/x86/quants.c | 767 +++------------------- ggml/src/ggml-cpu/arch/x86/repack.cpp | 265 +------- 10 files changed, 563 insertions(+), 3988 deletions(-) diff --git a/ggml/src/ggml-cpu/arch/arm/quants.c b/ggml/src/ggml-cpu/arch/arm/quants.c index 3e2d3d03d..c6d1d852e 100644 --- a/ggml/src/ggml-cpu/arch/arm/quants.c +++ b/ggml/src/ggml-cpu/arch/arm/quants.c @@ -1236,44 +1236,10 @@ void ggml_vec_dot_tq1_0_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = sumf; #else - const uint8_t pow3[6] = {1, 3, 9, 27, 81, 243}; - - float sumf = 0.0f; - - for (int i = 0; i < nb; ++i) { - int sum = 0; - - for (size_t j = 0; j < sizeof(x->qs) - sizeof(x->qs) % 32; j += 32) { - for (size_t l = 0; l < 5; ++l) { - for (size_t m = 0; m < 32; ++m) { - uint8_t q = x[i].qs[j + m] * pow3[l]; - uint16_t xi = ((uint16_t) q * 3) >> 8; - sum += (xi - 1) * y[i].qs[j*5 + l*32 + m]; - } - } - } - for (size_t j = sizeof(x->qs) - sizeof(x->qs) % 32; j < sizeof(x->qs); j += 16) { - for (size_t l = 0; l < 5; ++l) { - for (size_t m = 0; m < 16; ++m) { - uint8_t q = x[i].qs[j + m] * pow3[l]; - uint16_t xi = ((uint16_t) q * 3) >> 8; - sum += (xi - 1) * y[i].qs[j*5 + l*16 + m]; - } - } - } - - for (size_t l = 0; l < 4; ++l) { - for (size_t j = 0; j < sizeof(x->qh); ++j) { - uint8_t q = x[i].qh[j] * pow3[l]; - uint16_t xi = ((uint16_t) q * 3) >> 8; - sum += (xi - 1) * y[i].qs[sizeof(x->qs)*5 + l*sizeof(x->qh) + j]; - } - } - - sumf += (float) sum * (GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d); - } - - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_tq1_0_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1381,25 +1347,10 @@ void ggml_vec_dot_tq2_0_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = sumf; #else - float sumf = 0.0f; - - for (int i = 0; i < nb; ++i) { - int32_t sumi = 0; - - for (size_t j = 0; j < sizeof(x->qs); j += 32) { - for (size_t l = 0; l < 4; ++l) { - for (size_t k = 0; k < 32; ++k) { - sumi += y[i].qs[j*4 + l*32 + k] * (((x[i].qs[j + k] >> (l*2)) & 3) - 1); - } - } - } - - const float d = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - - sumf += (float) sumi * d; - } - - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_tq2_0_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1729,45 +1680,10 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sum; #else - - float sumf = 0; - - for (int i = 0; i < nb; ++i) { - - const uint8_t * q2 = x[i].qs; - const int8_t * q8 = y[i].qs; - const uint8_t * sc = x[i].scales; - - int summs = 0; - for (int j = 0; j < 16; ++j) { - summs += y[i].bsums[j] * (sc[j] >> 4); - } - - const float dall = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - const float dmin = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].dmin); - - int isum = 0; - int is = 0; - int d; - for (int k = 0; k < QK_K/128; ++k) { - int shift = 0; - for (int j = 0; j < 4; ++j) { - d = sc[is++] & 0xF; - int isuml = 0; - for (int l = 0; l < 16; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - d = sc[is++] & 0xF; - isuml = 0; - for (int l = 16; l < 32; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - shift += 2; - q8 += 32; - } - q2 += 32; - } - sumf += dall * isum - dmin * summs; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q2_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2057,68 +1973,12 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sum; #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; - + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2431,61 +2291,14 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2578,66 +2391,14 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3093,47 +2854,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi } *s = sum; #else - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3229,34 +2953,10 @@ void ggml_vec_dot_iq2_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.25f * sumf; #else - - uint32_t aux32[2]; - const uint8_t * aux8 = (const uint8_t *)aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(aux32, q2, 2*sizeof(uint32_t)); - q2 += 4; - const uint32_t ls = 2*(aux32[1] >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xxs_grid + aux8[l]); - const uint8_t signs = ksigns_iq2xs[(aux32[1] >> 7*l) & 127]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3327,42 +3027,10 @@ void ggml_vec_dot_iq2_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = 0.125f * sumf; #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const uint8_t * GGML_RESTRICT sc = x[i].scales; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - const uint16_t ls1 = 2*(sc[ib32] & 0xf) + 1; - const uint16_t ls2 = 2*(sc[ib32] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls1; - sumi = 0; - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls2; - q2 += 4; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3455,45 +3123,10 @@ void ggml_vec_dot_iq2_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = 0.125f * sumf; #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint8_t * qh = x[i].qh; - const uint8_t * signs = qs + QK_K/8; - - int bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - int ls1 = 1 + 2*(x[i].scales[ib32] & 0xf); - int ls2 = 1 + 2*(x[i].scales[ib32] >> 4); - int sumi1 = 0, sumi2 = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi1 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi2 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += ls1 * sumi1 + ls2 * sumi2; - qs += 4; - signs += 4; - } - - sumf += d * bsum; - } - - *s = 0.125f * sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3553,36 +3186,10 @@ void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.5f * sumf; #else - - uint32_t aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT gas = x[i].qs + QK_K/4; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(&aux32, gas, sizeof(uint32_t)); gas += sizeof(uint32_t); - const uint32_t ls = 2*(aux32 >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3xxs_grid + q3[2*l+0]); - const uint8_t * grid2 = (const uint8_t *)(iq3xxs_grid + q3[2*l+1]); - const uint8_t signs = ksigns_iq2xs[(aux32 >> 7*l) & 127]; - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - q3 += 8; - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.25f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3689,48 +3296,10 @@ void ggml_vec_dot_iq3_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = sumf; #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT qs = x[i].qs; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const uint8_t * GGML_RESTRICT signs = x[i].signs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) { - const uint32_t ls1 = 2*(x[i].scales[ib32/2] & 0xf) + 1; - const uint32_t ls2 = 2*(x[i].scales[ib32/2] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+0] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+0] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls1; - sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+1] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+1] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls2; - } - sumf += d * bsum; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3793,36 +3362,10 @@ void ggml_vec_dot_iq1_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = sumf; #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint16_t * qh = x[i].qh; - - int sumi = 0, sumi1 = 0; - for (int ib = 0; ib < QK_K/32; ++ib) { - const int ls = 2*((qh[ib] >> 12) & 7) + 1; - const int delta = qh[ib] & 0x8000 ? -1 : 1; - int lsum = 0; - for (int l = 0; l < 4; ++l) { - const int8_t * grid = (const int8_t *)(iq1s_grid + (qs[l] | (((qh[ib] >> 3*l) & 7) << 8))); - for (int j = 0; j < 8; ++j) { - lsum += q8[j] * grid[j]; - } - q8 += 8; - } - sumi += ls * lsum; - sumi1 += ls * delta * (y[i].bsums[2*ib+0] + y[i].bsums[2*ib+1]); - qs += 4; - } - - sumf += GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d * (sumi + IQ1S_DELTA * sumi1); - } - - *s = sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq1_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3912,52 +3455,11 @@ void ggml_vec_dot_iq1_m_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = sumf; #else - - int sum1[2], sum2[2], delta[4]; - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint8_t * qh = x[i].qh; - const uint16_t * sc = (const uint16_t *)x[i].scales; - - scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000); - - int sumi1 = 0, sumi2 = 0; - for (int ib = 0; ib < QK_K/32; ++ib) { - delta[0] = qh[0] & 0x08 ? -1 : 1; - delta[1] = qh[0] & 0x80 ? -1 : 1; - delta[2] = qh[1] & 0x08 ? -1 : 1; - delta[3] = qh[1] & 0x80 ? -1 : 1; - sum1[0] = sum1[1] = sum2[0] = sum2[1] = 0; - for (int l = 0; l < 4; ++l) { - const int8_t * grid = (const int8_t *)(iq1s_grid + (qs[l] | (((uint16_t)qh[l/2] << (8 - 4*(l%2))) & 0x700))); - int lsum1 = 0, lsum2 = 0; - for (int j = 0; j < 8; ++j) { - lsum1 += q8[j] * grid[j]; - lsum2 += q8[j]; - } - q8 += 8; - sum1[l/2] += lsum1; - sum2[l/2] += lsum2*delta[l]; - } - - const int ls1 = 2*((sc[ib/2] >> (6*(ib%2)+0)) & 0x7) + 1; - const int ls2 = 2*((sc[ib/2] >> (6*(ib%2)+3)) & 0x7) + 1; - - sumi1 += sum1[0] * ls1 + sum1[1] * ls2; - sumi2 += sum2[0] * ls1 + sum2[1] * ls2; - qs += 4; - qh += 2; - } - - sumf += GGML_CPU_FP16_TO_FP32(scale.f16) * y[i].d * (sumi1 + IQ1M_DELTA * sumi2); - } - - *s = sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(scale); + ggml_vec_dot_iq1_m_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -4078,37 +3580,10 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = sumf; #else - float sumf = 0; - for (int ibl = 0; ibl < nb; ++ibl) { - const float d4d8 = GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d; - uint16_t h = x[ibl].scales_h; - const uint8_t * qs = x[ibl].qs; - const int8_t * q8 = y[ibl].qs; - for (int ib = 0; ib < QK_K/32; ib += 2) { - const uint8_t ls1 = (x[ibl].scales_l[ib/2] & 0xf) | ((h << 4) & 0x30); - const uint8_t ls2 = (x[ibl].scales_l[ib/2] >> 4) | ((h << 2) & 0x30); - h >>= 4; - const float d1 = d4d8*(ls1 - 32); - const float d2 = d4d8*(ls2 - 32); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d1 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - sumi1 = sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d2 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - } - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq4_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/arm/repack.cpp b/ggml/src/ggml-cpu/arch/arm/repack.cpp index 2f8bc9e25..fdd0a513b 100644 --- a/ggml/src/ggml-cpu/arch/arm/repack.cpp +++ b/ggml/src/ggml-cpu/arch/arm/repack.cpp @@ -86,35 +86,9 @@ void ggml_quantize_mat_q8_0_4x4(const float * GGML_RESTRICT x, void * GGML_RESTR } } #else - // scalar - const int blck_size_interleave = 4; - float srcv[4][QK8_0]; - float id[4]; - - for (int i = 0; i < nb; i++) { - for (int row_iter = 0; row_iter < 4; row_iter++) { - float amax = 0.0f; // absolute max - - for (int j = 0; j < QK8_0; j++) { - srcv[row_iter][j] = x[row_iter * k + i * QK8_0 + j]; - amax = MAX(amax, fabsf(srcv[row_iter][j])); - } - - const float d = amax / ((1 << 7) - 1); - id[row_iter] = d ? 1.0f / d : 0.0f; - - y[i].d[row_iter] = GGML_CPU_FP32_TO_FP16(d); - } - - for (int j = 0; j < QK8_0 * 4; j++) { - int src_offset = (j / (4 * blck_size_interleave)) * blck_size_interleave; - int src_id = (j % (4 * blck_size_interleave)) / blck_size_interleave; - src_offset += (j % blck_size_interleave); - - float x0 = srcv[src_id][src_offset] * id[src_id]; - y[i].qs[j] = roundf(x0); - } - } + UNUSED(nb); + UNUSED(y); + ggml_quantize_mat_q8_0_4x4_generic(x, vy, k); #endif } @@ -205,35 +179,9 @@ void ggml_quantize_mat_q8_0_4x8(const float * GGML_RESTRICT x, void * GGML_RESTR } #else - // scalar - const int blck_size_interleave = 8; - float srcv[4][QK8_0]; - float id[4]; - - for (int i = 0; i < nb; i++) { - for (int row_iter = 0; row_iter < 4; row_iter++) { - float amax = 0.0f; // absolute max - - for (int j = 0; j < QK8_0; j++) { - srcv[row_iter][j] = x[row_iter * k + i * QK8_0 + j]; - amax = MAX(amax, fabsf(srcv[row_iter][j])); - } - - const float d = amax / ((1 << 7) - 1); - id[row_iter] = d ? 1.0f / d : 0.0f; - - y[i].d[row_iter] = GGML_CPU_FP32_TO_FP16(d); - } - - for (int j = 0; j < QK8_0 * 4; j++) { - int src_offset = (j / (4 * blck_size_interleave)) * blck_size_interleave; - int src_id = (j % (4 * blck_size_interleave)) / blck_size_interleave; - src_offset += (j % blck_size_interleave); - - float x0 = srcv[src_id][src_offset] * id[src_id]; - y[i].qs[j] = roundf(x0); - } - } + UNUSED(nb); + UNUSED(y); + ggml_quantize_mat_q8_0_4x8_generic(x, vy, k); #endif } @@ -295,29 +243,7 @@ void ggml_gemv_q4_0_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo } return; #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) && defined(__ARM_NEON) && defined(__ARM_FEATURE_DOTPROD) - float sumf[4]; - int sumi; - - const block_q8_0 * a_ptr = (const block_q8_0 *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x4 * b_ptr = (const block_q4_0x4 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) sumf[j] = 0.0; - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * blocklen + i]) + (v1 * a_ptr[l].qs[k * blocklen + i + qk / 2])) >> 4; - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d); - } - } - } - for (int j = 0; j < ncols_interleaved; j++) s[x * ncols_interleaved + j] = sumf[j]; - } + ggml_gemv_q4_0_4x4_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemv_q4_0_4x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -383,29 +309,7 @@ void ggml_gemv_q4_0_4x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo } return; #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) && defined(__ARM_NEON) && defined(__ARM_FEATURE_DOTPROD) - float sumf[4]; - int sumi; - - const block_q8_0 * a_ptr = (const block_q8_0 *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x4 * b_ptr = (const block_q4_0x4 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) sumf[j] = 0.0; - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * blocklen + i]) + (v1 * a_ptr[l].qs[k * blocklen + i + qk / 2])) >> 4; - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d); - } - } - } - for (int j = 0; j < ncols_interleaved; j++) s[x * ncols_interleaved + j] = sumf[j]; - } + ggml_gemv_q4_0_4x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemv_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -497,31 +401,7 @@ void ggml_gemv_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo #endif // #if defined(__ARM_FEATURE_SVE) #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) - { - float sumf[8]; - int sumi; - - const block_q8_0 * a_ptr = (const block_q8_0 *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x8 * b_ptr = (const block_q4_0x8 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) sumf[j] = 0.0; - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * blocklen + i]) + (v1 * a_ptr[l].qs[k * blocklen + i + qk / 2])) >> 4; - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d); - } - } - } - for (int j = 0; j < ncols_interleaved; j++) s[x * ncols_interleaved + j] = sumf[j]; - } - } + ggml_gemv_q4_0_8x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemv_iq4_nl_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -591,31 +471,7 @@ void ggml_gemv_iq4_nl_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const } return; #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) && defined(__ARM_NEON) - { - float sumf[4]; - int sumi; - - const block_q8_0 * a_ptr = (const block_q8_0 *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_iq4_nlx4 * b_ptr = (const block_iq4_nlx4 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) sumf[j] = 0.0; - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = kvalues_iq4nl[b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0x0F]; - const int v1 = kvalues_iq4nl[b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] >> 4]; - sumi += ((v0 * a_ptr[l].qs[k * blocklen + i]) + (v1 * a_ptr[l].qs[k * blocklen + i + qk / 2])); - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d); - } - } - } - for (int j = 0; j < ncols_interleaved; j++) s[x * ncols_interleaved + j] = sumf[j]; - } - } + ggml_gemv_iq4_nl_4x4_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemm_q4_0_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -1096,40 +952,7 @@ void ggml_gemm_q4_0_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo ); return; #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) && defined(__ARM_NEON) - { - float sumf[4][4]; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_0x4 * a_ptr = (const block_q8_0x4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x4 * b_ptr = (const block_q4_0x4 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) sumf[m][j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i]) + - (v1 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i + qk / 2 * 4])) >> 4; - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d[m]); - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j]; - } - } - } - } + ggml_gemm_q4_0_4x4_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemm_q4_0_4x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -1550,38 +1373,7 @@ void ggml_gemm_q4_0_4x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo ); return; #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) && defined(__ARM_NEON) && defined(__ARM_FEATURE_MATMUL_INT8) - float sumf[4][4]; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_0x4 * a_ptr = (const block_q8_0x4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x4 * b_ptr = (const block_q4_0x4 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) sumf[m][j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i]) + - (v1 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i + qk / 2 * 4])) >> 4; - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d[m]); - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j]; - } - } - } + ggml_gemm_q4_0_4x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemm_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -2019,38 +1811,7 @@ void ggml_gemm_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo #endif // #if defined(__ARM_FEATURE_SVE) && defined(__ARM_FEATURE_MATMUL_INT8) #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) - float sumf[4][8]; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_0x4 * a_ptr = (const block_q8_0x4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x8 * b_ptr = (const block_q4_0x8 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) sumf[m][j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i]) + - (v1 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i + qk / 2 * 4])) >> 4; - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d[m]); - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j]; - } - } - } + ggml_gemm_q4_0_8x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemm_iq4_nl_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -2126,38 +1887,5 @@ void ggml_gemm_iq4_nl_4x4_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const } return; #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) && defined(__ARM_NEON) - { - float sumf[4][4]; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_0x4 * a_ptr = (const block_q8_0x4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_iq4_nlx4 * b_ptr = (const block_iq4_nlx4 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) sumf[m][j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = kvalues_iq4nl[b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0x0F]; - const int v1 = kvalues_iq4nl[b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] >> 4]; - sumi += ((v0 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i]) + - (v1 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i + qk / 2 * 4])); - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d[m]); - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j]; - } - } - } - } + ggml_gemm_iq4_nl_4x4_q8_0_generic(n, s, bs, vx, vy, nr, nc); } diff --git a/ggml/src/ggml-cpu/arch/loongarch/quants.c b/ggml/src/ggml-cpu/arch/loongarch/quants.c index 7908da4d1..0f9af7bf5 100644 --- a/ggml/src/ggml-cpu/arch/loongarch/quants.c +++ b/ggml/src/ggml-cpu/arch/loongarch/quants.c @@ -821,24 +821,15 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = hsum_float_8(acc) + summs; -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F); - const int v1 = (x[ib].qs[j] >> 4); - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q4_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -883,30 +874,15 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = hsum_float_8(acc); -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh & (1u << (j + 0 ))) >> (j + 0 )) << 4; - const uint8_t xh_1 = ((qh & (1u << (j + 16))) >> (j + 12)); - - const int32_t x0 = (int8_t)(((x[ib].qs[j] & 0x0F) | xh_0) - 16); - const int32_t x1 = (int8_t)(((x[ib].qs[j] >> 4) | xh_1) - 16); - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)) * sumi; - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -954,30 +930,15 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = hsum_float_8(acc) + summs; -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh >> (j + 0)) << 4) & 0x10; - const uint8_t xh_1 = ((qh >> (j + 12)) ) & 0x10; - - const int32_t x0 = (x[ib].qs[j] & 0xF) | xh_0; - const int32_t x1 = (x[ib].qs[j] >> 4) | xh_1; - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -1016,18 +977,15 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = hsum_float_8(acc); -#endif - for (; ib < nb; ++ib) { - int sumi = 0; - - for (int j = 0; j < qk; j++) { - sumi += x[ib].qs[j]*y[ib].qs[j]; - } - - sumf += sumi*(GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q8_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -1103,45 +1061,10 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc); #else - - float sumf = 0; - - for (int i = 0; i < nb; ++i) { - - const uint8_t * q2 = x[i].qs; - const int8_t * q8 = y[i].qs; - const uint8_t * sc = x[i].scales; - - int summs = 0; - for (int j = 0; j < 16; ++j) { - summs += y[i].bsums[j] * (sc[j] >> 4); - } - - const float dall = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - const float dmin = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].dmin); - - int isum = 0; - int is = 0; - int d; - for (int k = 0; k < QK_K/128; ++k) { - int shift = 0; - for (int j = 0; j < 4; ++j) { - d = sc[is++] & 0xF; - int isuml = 0; - for (int l = 0; l < 16; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - d = sc[is++] & 0xF; - isuml = 0; - for (int l = 16; l < 32; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - shift += 2; - q8 += 32; - } - q2 += 32; - } - sumf += dall * isum - dmin * summs; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q2_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1239,70 +1162,13 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc); #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; - + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -1391,61 +1257,14 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc) + ((v4f32)acc_m)[0]; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1541,66 +1360,14 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc) + ((v4f32)acc_m)[0]; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1678,47 +1445,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc); #else - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1815,34 +1545,10 @@ void ggml_vec_dot_iq2_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.125f * hsum_float_8(accumf); #else - - uint32_t aux32[2]; - const uint8_t * aux8 = (const uint8_t *)aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(aux32, q2, 2*sizeof(uint32_t)); - q2 += 4; - const uint32_t ls = 2*(aux32[1] >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xxs_grid + aux8[l]); - const uint8_t signs = ksigns_iq2xs[(aux32[1] >> 7*l) & 127]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1978,42 +1684,10 @@ void ggml_vec_dot_iq2_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = 0.125f * hsum_float_8(accumf); #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const uint8_t * GGML_RESTRICT sc = x[i].scales; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - const uint16_t ls1 = 2*(sc[ib32] & 0xf) + 1; - const uint16_t ls2 = 2*(sc[ib32] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls1; - sumi = 0; - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls2; - q2 += 4; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2105,47 +1779,11 @@ void ggml_vec_dot_iq2_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = 0.125f * hsum_float_8(accumf); #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint8_t * qh = x[i].qh; - const uint8_t * signs = qs + QK_K/8; - - int bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - int ls1 = 1 + 2*(x[i].scales[ib32] & 0xf); - int ls2 = 1 + 2*(x[i].scales[ib32] >> 4); - int sumi1 = 0, sumi2 = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi1 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi2 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += ls1 * sumi1 + ls2 * sumi2; - qs += 4; - signs += 4; - } - - sumf += d * bsum; - } - - *s = 0.125f * sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -2209,36 +1847,10 @@ void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.25f * hsum_float_8(accumf); #else - - uint32_t aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT gas = x[i].qs + QK_K/4; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(&aux32, gas, sizeof(uint32_t)); gas += sizeof(uint32_t); - const uint32_t ls = 2*(aux32 >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3xxs_grid + q3[2*l+0]); - const uint8_t * grid2 = (const uint8_t *)(iq3xxs_grid + q3[2*l+1]); - const uint8_t signs = ksigns_iq2xs[(aux32 >> 7*l) & 127]; - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - q3 += 8; - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.25f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2338,48 +1950,10 @@ void ggml_vec_dot_iq3_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(accumf); #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT qs = x[i].qs; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const uint8_t * GGML_RESTRICT signs = x[i].signs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) { - const uint32_t ls1 = 2*(x[i].scales[ib32/2] & 0xf) + 1; - const uint32_t ls2 = 2*(x[i].scales[ib32/2] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+0] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+0] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls1; - sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+1] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+1] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls2; - } - sumf += d * bsum; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2460,36 +2034,10 @@ void ggml_vec_dot_iq1_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(accum) + IQ1S_DELTA * accum1; #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint16_t * qh = x[i].qh; - - int sumi = 0, sumi1 = 0; - for (int ib = 0; ib < QK_K/32; ++ib) { - const int ls = 2*((qh[ib] >> 12) & 7) + 1; - const int delta = qh[ib] & 0x8000 ? -1 : 1; - int lsum = 0; - for (int l = 0; l < 4; ++l) { - const int8_t * grid = (const int8_t *)(iq1s_grid + (qs[l] | (((qh[ib] >> 3*l) & 7) << 8))); - for (int j = 0; j < 8; ++j) { - lsum += q8[j] * grid[j]; - } - q8 += 8; - } - sumi += ls * lsum; - sumi1 += ls * delta * (y[i].bsums[2*ib+0] + y[i].bsums[2*ib+1]); - qs += 4; - } - - sumf += GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d * (sumi + IQ1S_DELTA * sumi1); - } - - *s = sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq1_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2603,37 +2151,10 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = hsum_float_8(accum); #else - float sumf = 0; - for (int ibl = 0; ibl < nb; ++ibl) { - const float d4d8 = GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d; - uint16_t h = x[ibl].scales_h; - const uint8_t * qs = x[ibl].qs; - const int8_t * q8 = y[ibl].qs; - for (int ib = 0; ib < QK_K/32; ib += 2) { - const uint8_t ls1 = (x[ibl].scales_l[ib/2] & 0xf) | ((h << 4) & 0x30); - const uint8_t ls2 = (x[ibl].scales_l[ib/2] >> 4) | ((h << 2) & 0x30); - h >>= 4; - const float d1 = d4d8*(ls1 - 32); - const float d2 = d4d8*(ls2 - 32); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d1 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - sumi1 = sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d2 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - } - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq4_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/powerpc/quants.c b/ggml/src/ggml-cpu/arch/powerpc/quants.c index 053d5cbdc..49aae7a23 100644 --- a/ggml/src/ggml-cpu/arch/powerpc/quants.c +++ b/ggml/src/ggml-cpu/arch/powerpc/quants.c @@ -201,24 +201,14 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = vec_extract(vsumf0, 0); -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F) - 8; - const int v1 = (x[ib].qs[j] >> 4) - 8; - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += sumi*GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d); - } - *s = sumf; +#else + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q4_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -278,24 +268,14 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = vec_extract(vsumf0, 0); -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F); - const int v1 = (x[ib].qs[j] >> 4); - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q4_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -360,30 +340,14 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = vec_extract(vsumf0, 0); -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh & (1u << (j + 0 ))) >> (j + 0 )) << 4; - const uint8_t xh_1 = ((qh & (1u << (j + 16))) >> (j + 12)); - - const int32_t x0 = (int8_t)(((x[ib].qs[j] & 0x0F) | xh_0) - 16); - const int32_t x1 = (int8_t)(((x[ib].qs[j] >> 4) | xh_1) - 16); - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)) * sumi; - } - *s = sumf; +#else + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -451,30 +415,15 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = vec_extract(vsumf0, 0); -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh >> (j + 0)) << 4) & 0x10; - const uint8_t xh_1 = ((qh >> (j + 12)) ) & 0x10; - - const int32_t x0 = (x[ib].qs[j] & 0xF) | xh_0; - const int32_t x1 = (x[ib].qs[j] >> 4) | xh_1; - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -535,18 +484,15 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = vec_extract(vsumf0, 0); -#endif - for (; ib < nb; ++ib) { - int sumi = 0; - - for (int j = 0; j < qk; j++) { - sumi += x[ib].qs[j]*y[ib].qs[j]; - } - - sumf += sumi*(GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q8_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -695,45 +641,10 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = vec_extract(vsumf0, 0); #else - - float sumf = 0; - - for (int i = 0; i < nb; ++i) { - - const uint8_t * q2 = x[i].qs; - const int8_t * q8 = y[i].qs; - const uint8_t * sc = x[i].scales; - - int summs = 0; - for (int j = 0; j < 16; ++j) { - summs += y[i].bsums[j] * (sc[j] >> 4); - } - - const float dall = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - const float dmin = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].dmin); - - int isum = 0; - int is = 0; - int d; - for (int k = 0; k < QK_K/128; ++k) { - int shift = 0; - for (int j = 0; j < 4; ++j) { - d = sc[is++] & 0xF; - int isuml = 0; - for (int l = 0; l < 16; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - d = sc[is++] & 0xF; - isuml = 0; - for (int l = 16; l < 32; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - shift += 2; - q8 += 32; - } - q2 += 32; - } - sumf += dall * isum - dmin * summs; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q2_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -907,70 +818,13 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = vec_extract(vsumf0, 0); #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; - + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -1130,61 +984,14 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = vec_extract(vsumf0, 0); #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1342,66 +1149,14 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = vec_extract(vsumf0, 0); #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1556,47 +1311,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = vec_extract(vsumf0, 0); #else - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1737,34 +1455,10 @@ void ggml_vec_dot_iq2_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.125f * vec_extract(vsumf0, 0); #else - - uint32_t aux32[2]; - const uint8_t * aux8 = (const uint8_t *)aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(aux32, q2, 2*sizeof(uint32_t)); - q2 += 4; - const uint32_t ls = 2*(aux32[1] >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xxs_grid + aux8[l]); - const uint8_t signs = ksigns_iq2xs[(aux32[1] >> 7*l) & 127]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1869,42 +1563,10 @@ void ggml_vec_dot_iq2_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = 0.125f * vec_extract(vsumf0, 0); #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const uint8_t * GGML_RESTRICT sc = x[i].scales; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - const uint16_t ls1 = 2*(sc[ib32] & 0xf) + 1; - const uint16_t ls2 = 2*(sc[ib32] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls1; - sumi = 0; - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls2; - q2 += 4; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2030,47 +1692,11 @@ void ggml_vec_dot_iq2_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = 0.125f * vec_extract(vsumf0, 0); #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint8_t * qh = x[i].qh; - const uint8_t * signs = qs + QK_K/8; - - int bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - int ls1 = 1 + 2*(x[i].scales[ib32] & 0xf); - int ls2 = 1 + 2*(x[i].scales[ib32] >> 4); - int sumi1 = 0, sumi2 = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi1 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi2 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += ls1 * sumi1 + ls2 * sumi2; - qs += 4; - signs += 4; - } - - sumf += d * bsum; - } - - *s = 0.125f * sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -2172,36 +1798,10 @@ void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.25f * vec_extract(vsumf0, 0); #else - - uint32_t aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT gas = x[i].qs + QK_K/4; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(&aux32, gas, sizeof(uint32_t)); gas += sizeof(uint32_t); - const uint32_t ls = 2*(aux32 >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3xxs_grid + q3[2*l+0]); - const uint8_t * grid2 = (const uint8_t *)(iq3xxs_grid + q3[2*l+1]); - const uint8_t signs = ksigns_iq2xs[(aux32 >> 7*l) & 127]; - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - q3 += 8; - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.25f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2327,48 +1927,10 @@ void ggml_vec_dot_iq3_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = vec_extract(vsumf0, 0); #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT qs = x[i].qs; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const uint8_t * GGML_RESTRICT signs = x[i].signs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) { - const uint32_t ls1 = 2*(x[i].scales[ib32/2] & 0xf) + 1; - const uint32_t ls2 = 2*(x[i].scales[ib32/2] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+0] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+0] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls1; - sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+1] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+1] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls2; - } - sumf += d * bsum; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2481,36 +2043,10 @@ void ggml_vec_dot_iq1_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = vec_extract(vsumf0, 0); #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint16_t * qh = x[i].qh; - - int sumi = 0, sumi1 = 0; - for (int ib = 0; ib < QK_K/32; ++ib) { - const int ls = 2*((qh[ib] >> 12) & 7) + 1; - const int delta = qh[ib] & 0x8000 ? -1 : 1; - int lsum = 0; - for (int l = 0; l < 4; ++l) { - const int8_t * grid = (const int8_t *)(iq1s_grid + (qs[l] | (((qh[ib] >> 3*l) & 7) << 8))); - for (int j = 0; j < 8; ++j) { - lsum += q8[j] * grid[j]; - } - q8 += 8; - } - sumi += ls * lsum; - sumi1 += ls * delta * (y[i].bsums[2*ib+0] + y[i].bsums[2*ib+1]); - qs += 4; - } - - sumf += GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d * (sumi + IQ1S_DELTA * sumi1); - } - - *s = sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq1_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2581,17 +2117,15 @@ void ggml_vec_dot_iq4_nl_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const v sumf = vec_extract(vsumf0, 0); -#endif - for (; ib < nb; ++ib) { - const float d = GGML_CPU_FP16_TO_FP32(y[ib].d)*GGML_CPU_FP16_TO_FP32(x[ib].d); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < QK4_NL/2; ++j) { - sumi1 += y[ib].qs[j+ 0] * kvalues_iq4nl[x[ib].qs[j] & 0xf]; - sumi2 += y[ib].qs[j+QK4_NL/2] * kvalues_iq4nl[x[ib].qs[j] >> 4]; - } - sumf += d * (sumi1 + sumi2); - } *s = sumf; +#else + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_iq4_nl_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -2696,37 +2230,10 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = vec_extract(vsumf0, 0); #else - float sumf = 0; - for (int ibl = 0; ibl < nb; ++ibl) { - const float d4d8 = GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d; - uint16_t h = x[ibl].scales_h; - const uint8_t * qs = x[ibl].qs; - const int8_t * q8 = y[ibl].qs; - for (int ib = 0; ib < QK_K/32; ib += 2) { - const uint8_t ls1 = (x[ibl].scales_l[ib/2] & 0xf) | ((h << 4) & 0x30); - const uint8_t ls2 = (x[ibl].scales_l[ib/2] >> 4) | ((h << 2) & 0x30); - h >>= 4; - const float d1 = d4d8*(ls1 - 32); - const float d2 = d4d8*(ls2 - 32); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d1 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - sumi1 = sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d2 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - } - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq4_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/riscv/quants.c b/ggml/src/ggml-cpu/arch/riscv/quants.c index 8b64d8adc..6c74417c9 100644 --- a/ggml/src/ggml-cpu/arch/riscv/quants.c +++ b/ggml/src/ggml-cpu/arch/riscv/quants.c @@ -116,6 +116,7 @@ void quantize_row_q8_1(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i //===================================== Dot products ================================= void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { +#if defined(__riscv_v) const int qk = QK8_0; const int nb = n / qk; @@ -132,7 +133,6 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi int ib = 0; float sumf = 0; -#if defined(__riscv_v) size_t vl = qk / 2; for (; ib < nb; ++ib) { @@ -164,27 +164,14 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf += sumi*GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d); } -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F) - 8; - const int v1 = (x[ib].qs[j] >> 4) - 8; - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += sumi*GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d); - } - *s = sumf; +#else + ggml_vec_dot_q4_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { +#if defined(__riscv_v) const int qk = QK8_1; const int nb = n / qk; @@ -201,7 +188,6 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi int ib = 0; float sumf = 0; -#if defined(__riscv_v) size_t vl = qk / 2; for (; ib < nb; ++ib) { @@ -229,27 +215,14 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); } -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F); - const int v1 = (x[ib].qs[j] >> 4); - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + ggml_vec_dot_q4_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { +#if defined(__riscv_v) const int qk = QK8_0; const int nb = n / qk; @@ -267,7 +240,6 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi const block_q5_0 * GGML_RESTRICT x = vx; const block_q8_0 * GGML_RESTRICT y = vy; -#if defined(__riscv_v) size_t vl; size_t vlenb = __riscv_vlenb(); @@ -297,33 +269,14 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d) * GGML_CPU_FP16_TO_FP32(y[ib].d)) * sumi; } -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh & (1u << (j + 0 ))) >> (j + 0 )) << 4; - const uint8_t xh_1 = ((qh & (1u << (j + 16))) >> (j + 12)); - - const int32_t x0 = (int8_t)(((x[ib].qs[j] & 0x0F) | xh_0) - 16); - const int32_t x1 = (int8_t)(((x[ib].qs[j] >> 4) | xh_1) - 16); - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)) * sumi; - } - *s = sumf; +#else + ggml_vec_dot_q5_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { +#if defined(__riscv_v) const int qk = QK8_1; const int nb = n / qk; @@ -341,7 +294,6 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi const block_q5_1 * GGML_RESTRICT x = vx; const block_q8_1 * GGML_RESTRICT y = vy; -#if defined(__riscv_v) size_t vl; size_t vlenb = __riscv_vlenb(); @@ -370,30 +322,10 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); } -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh >> (j + 0)) << 4) & 0x10; - const uint8_t xh_1 = ((qh >> (j + 12)) ) & 0x10; - - const int32_t x0 = (x[ib].qs[j] & 0xF) | xh_0; - const int32_t x1 = (x[ib].qs[j] >> 4) | xh_1; - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + ggml_vec_dot_q5_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -431,18 +363,17 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf += sumi*(GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)); } -#endif - for (; ib < nb; ++ib) { - int sumi = 0; - - for (int j = 0; j < qk; j++) { - sumi += x[ib].qs[j]*y[ib].qs[j]; - } - - sumf += sumi*(GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)); - } - *s = sumf; +#else + + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + + ggml_vec_dot_q8_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -738,44 +669,11 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi #else - float sumf = 0; + UNUSED(x); + UNUSED(y); + UNUSED(nb); - for (int i = 0; i < nb; ++i) { - - const uint8_t * q2 = x[i].qs; - const int8_t * q8 = y[i].qs; - const uint8_t * sc = x[i].scales; - - int summs = 0; - for (int j = 0; j < 16; ++j) { - summs += y[i].bsums[j] * (sc[j] >> 4); - } - - const float dall = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - const float dmin = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].dmin); - - int isum = 0; - int is = 0; - int d; - for (int k = 0; k < QK_K/128; ++k) { - int shift = 0; - for (int j = 0; j < 4; ++j) { - d = sc[is++] & 0xF; - int isuml = 0; - for (int l = 0; l < 16; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - d = sc[is++] & 0xF; - isuml = 0; - for (int l = 16; l < 32; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - shift += 2; - q8 += 32; - } - q2 += 32; - } - sumf += dall * isum - dmin * summs; - } - *s = sumf; + ggml_vec_dot_q2_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1147,68 +1045,14 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1534,60 +1378,15 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi #else - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; + UNUSED(x); + UNUSED(y); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(nb); + UNUSED(utmp); - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1698,65 +1497,15 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi #else - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; + UNUSED(x); + UNUSED(y); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(nb); + UNUSED(utmp); - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2024,46 +1773,11 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi #else - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); + UNUSED(x); + UNUSED(y); + UNUSED(nb); - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/riscv/repack.cpp b/ggml/src/ggml-cpu/arch/riscv/repack.cpp index 45c91a694..2a35ff9ad 100644 --- a/ggml/src/ggml-cpu/arch/riscv/repack.cpp +++ b/ggml/src/ggml-cpu/arch/riscv/repack.cpp @@ -112,31 +112,7 @@ void ggml_gemv_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo } #endif - { - float sumf[8]; - int sumi; - - const block_q8_0 * a_ptr = (const block_q8_0 *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x8 * b_ptr = (const block_q4_0x8 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) sumf[j] = 0.0; - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * blocklen + i]) + (v1 * a_ptr[l].qs[k * blocklen + i + qk / 2])) >> 4; - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d); - } - } - } - for (int j = 0; j < ncols_interleaved; j++) s[x * ncols_interleaved + j] = sumf[j]; - } - } + ggml_gemv_q4_0_8x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemm_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -361,37 +337,6 @@ void ggml_gemm_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo return; } -#endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) - float sumf[4][8]; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_0x4 * a_ptr = (const block_q8_0x4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x8 * b_ptr = (const block_q4_0x8 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) sumf[m][j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i]) + - (v1 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i + qk / 2 * 4])) >> 4; - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d[m]); - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j]; - } - } - } +#endif + ggml_gemm_q4_0_8x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } diff --git a/ggml/src/ggml-cpu/arch/s390/quants.c b/ggml/src/ggml-cpu/arch/s390/quants.c index a840219a4..7e4229d0e 100644 --- a/ggml/src/ggml-cpu/arch/s390/quants.c +++ b/ggml/src/ggml-cpu/arch/s390/quants.c @@ -172,24 +172,15 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = acc[0] + acc[1] + acc[2] + acc[3]; -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F) - 8; - const int v1 = (x[ib].qs[j] >> 4) - 8; - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += sumi*GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q4_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -239,24 +230,15 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = acc[0] + acc[1] + acc[2] + acc[3] + summs; -#endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F); - const int v1 = (x[ib].qs[j] >> 4); - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q4_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -298,18 +280,15 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = acc[0] + acc[1] + acc[2] + acc[3]; -#endif - for (; ib < nb; ++ib) { - int sumi = 0; - - for (int j = 0; j < qk; j++) { - sumi += x[ib].qs[j]*y[ib].qs[j]; - } - - sumf += sumi*(GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q8_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -442,70 +421,13 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sum; #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; - + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -600,61 +522,14 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -767,66 +642,14 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -969,47 +792,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sum; #else - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1186,17 +972,15 @@ void ggml_vec_dot_iq4_nl_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const v sumf += GGML_CPU_FP16_TO_FP32(x0->d) * GGML_CPU_FP16_TO_FP32(y0->d) * (v_xy[0] + v_xy[1] + v_xy[2] + v_xy[3]); } -#endif - for (; ib < nb; ++ib) { - const float d = GGML_CPU_FP16_TO_FP32(y[ib].d)*GGML_CPU_FP16_TO_FP32(x[ib].d); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < QK4_NL/2; ++j) { - sumi1 += y[ib].qs[j+ 0] * kvalues_iq4nl[x[ib].qs[j] & 0xf]; - sumi2 += y[ib].qs[j+QK4_NL/2] * kvalues_iq4nl[x[ib].qs[j] >> 4]; - } - sumf += d * (sumi1 + sumi2); - } *s = sumf; +#else + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_iq4_nl_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -1264,37 +1048,10 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = sumf; #else - float sumf = 0; - for (int ibl = 0; ibl < nb; ++ibl) { - const float d4d8 = GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d; - uint16_t h = x[ibl].scales_h; - const uint8_t * qs = x[ibl].qs; - const int8_t * q8 = y[ibl].qs; - for (int ib = 0; ib < QK_K/32; ib += 2) { - const uint8_t ls1 = (x[ibl].scales_l[ib/2] & 0xf) | ((h << 4) & 0x30); - const uint8_t ls2 = (x[ibl].scales_l[ib/2] >> 4) | ((h << 2) & 0x30); - h >>= 4; - const float d1 = d4d8*(ls1 - 32); - const float d2 = d4d8*(ls2 - 32); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d1 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - sumi1 = sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d2 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - } - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq4_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/wasm/quants.c b/ggml/src/ggml-cpu/arch/wasm/quants.c index b0904d8a3..74a359e6d 100644 --- a/ggml/src/ggml-cpu/arch/wasm/quants.c +++ b/ggml/src/ggml-cpu/arch/wasm/quants.c @@ -435,30 +435,15 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = wasm_f32x4_extract_lane(sumv, 0) + wasm_f32x4_extract_lane(sumv, 1) + wasm_f32x4_extract_lane(sumv, 2) + wasm_f32x4_extract_lane(sumv, 3); -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh & (1u << (j + 0 ))) >> (j + 0 )) << 4; - const uint8_t xh_1 = ((qh & (1u << (j + 16))) >> (j + 12)); - - const int32_t x0 = (int8_t)(((x[ib].qs[j] & 0x0F) | xh_0) - 16); - const int32_t x1 = (int8_t)(((x[ib].qs[j] >> 4) | xh_1) - 16); - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)) * sumi; - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -545,30 +530,15 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = wasm_f32x4_extract_lane(sumv, 0) + wasm_f32x4_extract_lane(sumv, 1) + wasm_f32x4_extract_lane(sumv, 2) + wasm_f32x4_extract_lane(sumv, 3) + summs; -#endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh >> (j + 0)) << 4) & 0x10; - const uint8_t xh_1 = ((qh >> (j + 12)) ) & 0x10; - - const int32_t x0 = (x[ib].qs[j] & 0xF) | xh_0; - const int32_t x1 = (x[ib].qs[j] >> 4) | xh_1; - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(sumf); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -628,18 +598,15 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi sumf = wasm_f32x4_extract_lane(sumv, 0) + wasm_f32x4_extract_lane(sumv, 1) + wasm_f32x4_extract_lane(sumv, 2) + wasm_f32x4_extract_lane(sumv, 3); -#endif - for (; ib < nb; ++ib) { - int sumi = 0; - - for (int j = 0; j < qk; j++) { - sumi += x[ib].qs[j]*y[ib].qs[j]; - } - - sumf += sumi*(GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)); - } - *s = sumf; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + UNUSED(sumf); + ggml_vec_dot_q8_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); +#endif } void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -755,45 +722,10 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - float sumf = 0; - - for (int i = 0; i < nb; ++i) { - - const uint8_t * q2 = x[i].qs; - const int8_t * q8 = y[i].qs; - const uint8_t * sc = x[i].scales; - - int summs = 0; - for (int j = 0; j < 16; ++j) { - summs += y[i].bsums[j] * (sc[j] >> 4); - } - - const float dall = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - const float dmin = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].dmin); - - int isum = 0; - int is = 0; - int d; - for (int k = 0; k < QK_K/128; ++k) { - int shift = 0; - for (int j = 0; j < 4; ++j) { - d = sc[is++] & 0xF; - int isuml = 0; - for (int l = 0; l < 16; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - d = sc[is++] & 0xF; - isuml = 0; - for (int l = 16; l < 32; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - shift += 2; - q8 += 32; - } - q2 += 32; - } - sumf += dall * isum - dmin * summs; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q2_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -902,68 +834,12 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; - + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1089,61 +965,14 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1279,66 +1108,14 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1435,47 +1212,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = sumf; #else - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/x86/quants.c b/ggml/src/ggml-cpu/arch/x86/quants.c index e7527c00a..30fd59f70 100644 --- a/ggml/src/ggml-cpu/arch/x86/quants.c +++ b/ggml/src/ggml-cpu/arch/x86/quants.c @@ -702,7 +702,6 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi const block_q8_1 * GGML_RESTRICT y = vy; int ib = 0; - float sumf = 0; #if defined(__AVX2__) || defined(__AVX__) // Initialize accumulator with zeros @@ -737,26 +736,14 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi #endif } - sumf = hsum_float_8(acc) + summs; - + *s = hsum_float_8(acc) + summs; +#else + UNUSED(nb); + UNUSED(x); + UNUSED(y); + UNUSED(ib); + ggml_vec_dot_q4_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - for (; ib < nb; ++ib) { - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const int v0 = (x[ib].qs[j] & 0x0F); - const int v1 = (x[ib].qs[j] >> 4); - - sumi0 += (v0 * y[ib].qs[j]); - sumi1 += (v1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - - *s = sumf; } void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -764,7 +751,6 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi const int nb = n / qk; int ib = 0; - float sumf = 0; assert(n % qk == 0); assert(qk == QK5_0); @@ -799,7 +785,7 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = _mm256_fmadd_ps(d, q, acc); } - sumf = hsum_float_8(acc); + *s = hsum_float_8(acc); #elif defined(__AVX__) // Initialize accumulator with zeros __m256 acc = _mm256_setzero_ps(); @@ -830,32 +816,14 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = _mm256_add_ps(_mm256_mul_ps(d, q), acc); } - sumf = hsum_float_8(acc); - + *s = hsum_float_8(acc); +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_0_q8_0_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh & (1u << (j + 0 ))) >> (j + 0 )) << 4; - const uint8_t xh_1 = ((qh & (1u << (j + 16))) >> (j + 12)); - - const int32_t x0 = (int8_t)(((x[ib].qs[j] & 0x0F) | xh_0) - 16); - const int32_t x1 = (int8_t)(((x[ib].qs[j] >> 4) | xh_1) - 16); - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d)) * sumi; - } - - *s = sumf; } void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -863,7 +831,6 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi const int nb = n / qk; int ib = 0; - float sumf = 0; assert(n % qk == 0); assert(qk == QK5_1); @@ -901,7 +868,7 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = _mm256_fmadd_ps(q, _mm256_mul_ps(dx, dy), acc); } - sumf = hsum_float_8(acc) + summs; + *s = hsum_float_8(acc) + summs; #elif defined(__AVX__) // Initialize accumulator with zeros __m256 acc = _mm256_setzero_ps(); @@ -935,32 +902,14 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = _mm256_add_ps(_mm256_mul_ps(q, _mm256_mul_ps(dx, dy)), acc); } - sumf = hsum_float_8(acc) + summs; - + *s = hsum_float_8(acc) + summs; +#else + UNUSED(nb); + UNUSED(ib); + UNUSED(x); + UNUSED(y); + ggml_vec_dot_q5_1_q8_1_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - for (; ib < nb; ++ib) { - uint32_t qh; - memcpy(&qh, x[ib].qh, sizeof(qh)); - - int sumi0 = 0; - int sumi1 = 0; - - for (int j = 0; j < qk/2; ++j) { - const uint8_t xh_0 = ((qh >> (j + 0)) << 4) & 0x10; - const uint8_t xh_1 = ((qh >> (j + 12)) ) & 0x10; - - const int32_t x0 = (x[ib].qs[j] & 0xF) | xh_0; - const int32_t x1 = (x[ib].qs[j] >> 4) | xh_1; - - sumi0 += (x0 * y[ib].qs[j]); - sumi1 += (x1 * y[ib].qs[j + qk/2]); - } - - int sumi = sumi0 + sumi1; - sumf += (GGML_CPU_FP16_TO_FP32(x[ib].d)*GGML_CPU_FP16_TO_FP32(y[ib].d))*sumi + GGML_CPU_FP16_TO_FP32(x[ib].m)*GGML_CPU_FP16_TO_FP32(y[ib].s); - } - - *s = sumf; } void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -1017,7 +966,6 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi } sumf = hsum_float_8(accum); - #endif for (; ib < nb; ++ib) { int sumi = 0; @@ -1157,44 +1105,10 @@ void ggml_vec_dot_tq1_0_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(sumf); #else - const uint8_t pow3[6] = {1, 3, 9, 27, 81, 243}; - - float sumf = 0.0f; - - for (int i = 0; i < nb; ++i) { - int sum = 0; - - for (size_t j = 0; j < sizeof(x->qs) - sizeof(x->qs) % 32; j += 32) { - for (size_t l = 0; l < 5; ++l) { - for (size_t m = 0; m < 32; ++m) { - uint8_t q = x[i].qs[j + m] * pow3[l]; - uint16_t xi = ((uint16_t) q * 3) >> 8; - sum += (xi - 1) * y[i].qs[j*5 + l*32 + m]; - } - } - } - for (size_t j = sizeof(x->qs) - sizeof(x->qs) % 32; j < sizeof(x->qs); j += 16) { - for (size_t l = 0; l < 5; ++l) { - for (size_t m = 0; m < 16; ++m) { - uint8_t q = x[i].qs[j + m] * pow3[l]; - uint16_t xi = ((uint16_t) q * 3) >> 8; - sum += (xi - 1) * y[i].qs[j*5 + l*16 + m]; - } - } - } - - for (size_t l = 0; l < 4; ++l) { - for (size_t j = 0; j < sizeof(x->qh); ++j) { - uint8_t q = x[i].qh[j] * pow3[l]; - uint16_t xi = ((uint16_t) q * 3) >> 8; - sum += (xi - 1) * y[i].qs[sizeof(x->qs)*5 + l*sizeof(x->qh) + j]; - } - } - - sumf += (float) sum * (GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d); - } - - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_tq1_0_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1257,25 +1171,10 @@ void ggml_vec_dot_tq2_0_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(sumf); #else - float sumf = 0.0f; - - for (int i = 0; i < nb; ++i) { - int32_t sumi = 0; - - for (size_t j = 0; j < sizeof(x->qs); j += 32) { - for (size_t l = 0; l < 4; ++l) { - for (size_t k = 0; k < 32; ++k) { - sumi += y[i].qs[j*4 + l*32 + k] * (((x[i].qs[j + k] >> (l*2)) & 3) - 1); - } - } - } - - const float d = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - - sumf += (float) sumi * d; - } - - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_tq2_0_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1464,45 +1363,10 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc); #else - - float sumf = 0; - - for (int i = 0; i < nb; ++i) { - - const uint8_t * q2 = x[i].qs; - const int8_t * q8 = y[i].qs; - const uint8_t * sc = x[i].scales; - - int summs = 0; - for (int j = 0; j < 16; ++j) { - summs += y[i].bsums[j] * (sc[j] >> 4); - } - - const float dall = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].d); - const float dmin = y[i].d * GGML_CPU_FP16_TO_FP32(x[i].dmin); - - int isum = 0; - int is = 0; - int d; - for (int k = 0; k < QK_K/128; ++k) { - int shift = 0; - for (int j = 0; j < 4; ++j) { - d = sc[is++] & 0xF; - int isuml = 0; - for (int l = 0; l < 16; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - d = sc[is++] & 0xF; - isuml = 0; - for (int l = 16; l < 32; ++l) isuml += q8[l] * ((q2[l] >> shift) & 3); - isum += d * isuml; - shift += 2; - q8 += 32; - } - q2 += 32; - } - sumf += dall * isum - dmin * summs; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q2_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -1769,70 +1633,13 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc); #else - // scalar version - // This function is written like this so the compiler can manage to vectorize most of it - // Using -Ofast, GCC and clang manage to produce code that is within a factor of 2 or so from the - // manually vectorized version above. Every other version I tried would run at least 4 times slower. - // The ideal situation would be if we could just write the code once, and the compiler would - // automatically produce the best possible set of machine instructions, instead of us having to manually - // write vectorized versions for AVX, ARM_NEON, etc. - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - uint32_t auxs[4]; - const int8_t * scales = (const int8_t*)auxs; - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].hmask; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) a[l] = q3[l] & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 2) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 4) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (q3[l] >> 6) & 3; - for (int l = 0; l < 32; ++l) a[l] -= (hm[l] & m ? 0 : 4); - a += 32; m <<= 1; - q3 += 32; - } - a = aux8; - - memcpy(auxs, x[i].scales, 12); - uint32_t tmp = auxs[2]; - auxs[2] = ((auxs[0] >> 4) & kmask2) | (((tmp >> 4) & kmask1) << 4); - auxs[3] = ((auxs[1] >> 4) & kmask2) | (((tmp >> 6) & kmask1) << 4); - auxs[0] = (auxs[0] & kmask2) | (((tmp >> 0) & kmask1) << 4); - auxs[1] = (auxs[1] & kmask2) | (((tmp >> 2) & kmask1) << 4); - for (int j = 0; j < QK_K/16; ++j) { - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += (scales[j] - 32) * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; - + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q3_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -2002,61 +1809,14 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc) + _mm_cvtss_f32(acc_m); #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - a += 32; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - a += 32; q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q4_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2259,66 +2019,14 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc) + summs; #else - - const uint8_t * scales = (const uint8_t*)&utmp[0]; - const uint8_t * mins = (const uint8_t*)&utmp[2]; - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].qs; - const uint8_t * GGML_RESTRICT hm = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - uint8_t m = 1; - for (int j = 0; j < QK_K/64; ++j) { - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] & 0xF); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - for (int l = 0; l < 32; ++l) a[l] = (int8_t)(q4[l] >> 4); - for (int l = 0; l < 32; ++l) a[l] += (hm[l] & m ? 16 : 0); - a += 32; m <<= 1; - q4 += 32; - } - memcpy(utmp, x[i].scales, 12); - utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4); - const uint32_t uaux = utmp[1] & kmask1; - utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4); - utmp[2] = uaux; - utmp[0] &= kmask1; - - int sumi = 0; - for (int j = 0; j < QK_K/16; ++j) sumi += y[i].bsums[j] * mins[j/2]; - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/32; ++j) { - int32_t scale = scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - const float dmin = GGML_CPU_FP16_TO_FP32(x[i].dmin) * y[i].d; - sumf -= dmin * sumi; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + UNUSED(utmp); + ggml_vec_dot_q5_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2520,47 +2228,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi *s = hsum_float_8(acc); #else - - int8_t aux8[QK_K]; - int16_t aux16[8]; - float sums [8]; - int32_t aux32[8]; - memset(sums, 0, 8*sizeof(float)); - - float sumf = 0; - for (int i = 0; i < nb; ++i) { - const uint8_t * GGML_RESTRICT q4 = x[i].ql; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - memset(aux32, 0, 8*sizeof(int32_t)); - int8_t * GGML_RESTRICT a = aux8; - for (int j = 0; j < QK_K; j += 128) { - for (int l = 0; l < 32; ++l) { - a[l + 0] = (int8_t)((q4[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; - a[l + 32] = (int8_t)((q4[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; - a[l + 64] = (int8_t)((q4[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; - a[l + 96] = (int8_t)((q4[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; - } - a += 128; - q4 += 64; - qh += 32; - } - a = aux8; - int is = 0; - for (int j = 0; j < QK_K/16; ++j) { - int scale = x[i].scales[is++]; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l]; - for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l]; - q8 += 8; a += 8; - } - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l]; - } - for (int l = 0; l < 8; ++l) sumf += sums[l]; - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_q6_K_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -2712,34 +2383,10 @@ void ggml_vec_dot_iq2_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.125f * hsum_float_8(accumf); #else - - uint32_t aux32[2]; - const uint8_t * aux8 = (const uint8_t *)aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(aux32, q2, 2*sizeof(uint32_t)); - q2 += 4; - const uint32_t ls = 2*(aux32[1] >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xxs_grid + aux8[l]); - const uint8_t signs = ksigns_iq2xs[(aux32[1] >> 7*l) & 127]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3033,42 +2680,10 @@ void ggml_vec_dot_iq2_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = 0.125f * hsum_float_8(accumf); #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint16_t * GGML_RESTRICT q2 = x[i].qs; - const uint8_t * GGML_RESTRICT sc = x[i].scales; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - const uint16_t ls1 = 2*(sc[ib32] & 0xf) + 1; - const uint16_t ls2 = 2*(sc[ib32] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls1; - sumi = 0; - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2xs_grid + (q2[l] & 511)); - const uint8_t signs = ksigns_iq2xs[q2[l] >> 9]; - for (int j = 0; j < 8; ++j) { - sumi += grid[j] * q8[j] * (signs & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += sumi * ls2; - q2 += 4; - } - sumf += d * bsum; - } - *s = 0.125f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3250,47 +2865,11 @@ void ggml_vec_dot_iq2_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = 0.125f * hsum_float_8(accumf); #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint8_t * qh = x[i].qh; - const uint8_t * signs = qs + QK_K/8; - - int bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - int ls1 = 1 + 2*(x[i].scales[ib32] & 0xf); - int ls2 = 1 + 2*(x[i].scales[ib32] >> 4); - int sumi1 = 0, sumi2 = 0; - for (int l = 0; l < 2; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi1 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - for (int l = 2; l < 4; ++l) { - const uint8_t * grid = (const uint8_t *)(iq2s_grid + (qs[l] | (qh[ib32] << (8-2*l) & 0x300))); - for (int j = 0; j < 8; ++j) { - sumi2 += q8[j] * grid[j] * (signs[l] & kmask_iq2xs[j] ? -1 : 1); - } - q8 += 8; - } - bsum += ls1 * sumi1 + ls2 * sumi2; - qs += 4; - signs += 4; - } - - sumf += d * bsum; - } - - *s = 0.125f * sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq2_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif - } void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, size_t bx, const void * GGML_RESTRICT vy, size_t by, int nrc) { @@ -3410,36 +2989,10 @@ void ggml_vec_dot_iq3_xxs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const *s = 0.25f * hsum_float_8(accumf); #else - - uint32_t aux32; - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT q3 = x[i].qs; - const uint8_t * GGML_RESTRICT gas = x[i].qs + QK_K/4; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ++ib32) { - memcpy(&aux32, gas, sizeof(uint32_t)); gas += sizeof(uint32_t); - const uint32_t ls = 2*(aux32 >> 28) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3xxs_grid + q3[2*l+0]); - const uint8_t * grid2 = (const uint8_t *)(iq3xxs_grid + q3[2*l+1]); - const uint8_t signs = ksigns_iq2xs[(aux32 >> 7*l) & 127]; - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - q3 += 8; - bsum += sumi * ls; - } - sumf += d * bsum; - } - *s = 0.25f * sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_xxs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3646,48 +3199,10 @@ void ggml_vec_dot_iq3_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(accumf); #else - - float sumf = 0.f; - for (int i = 0; i < nb; ++i) { - const float d = GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d; - const uint8_t * GGML_RESTRICT qs = x[i].qs; - const uint8_t * GGML_RESTRICT qh = x[i].qh; - const uint8_t * GGML_RESTRICT signs = x[i].signs; - const int8_t * GGML_RESTRICT q8 = y[i].qs; - int32_t bsum = 0; - for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) { - const uint32_t ls1 = 2*(x[i].scales[ib32/2] & 0xf) + 1; - const uint32_t ls2 = 2*(x[i].scales[ib32/2] >> 4) + 1; - int32_t sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+0] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+0] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls1; - sumi = 0; - for (int l = 0; l < 4; ++l) { - const uint8_t * grid1 = (const uint8_t *)(iq3s_grid + (qs[2*l+0] | ((qh[ib32+1] << (8-2*l)) & 256))); - const uint8_t * grid2 = (const uint8_t *)(iq3s_grid + (qs[2*l+1] | ((qh[ib32+1] << (7-2*l)) & 256))); - for (int j = 0; j < 4; ++j) { - sumi += grid1[j] * q8[j+0] * (signs[l] & kmask_iq2xs[j+0] ? -1 : 1); - sumi += grid2[j] * q8[j+4] * (signs[l] & kmask_iq2xs[j+4] ? -1 : 1); - } - q8 += 8; - } - qs += 8; - signs += 4; - bsum += sumi * ls2; - } - sumf += d * bsum; - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq3_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -3811,36 +3326,10 @@ void ggml_vec_dot_iq1_s_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(accum) + IQ1S_DELTA * accum1; #else - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint16_t * qh = x[i].qh; - - int sumi = 0, sumi1 = 0; - for (int ib = 0; ib < QK_K/32; ++ib) { - const int ls = 2*((qh[ib] >> 12) & 7) + 1; - const int delta = qh[ib] & 0x8000 ? -1 : 1; - int lsum = 0; - for (int l = 0; l < 4; ++l) { - const int8_t * grid = (const int8_t *)(iq1s_grid + (qs[l] | (((qh[ib] >> 3*l) & 7) << 8))); - for (int j = 0; j < 8; ++j) { - lsum += q8[j] * grid[j]; - } - q8 += 8; - } - sumi += ls * lsum; - sumi1 += ls * delta * (y[i].bsums[2*ib+0] + y[i].bsums[2*ib+1]); - qs += 4; - } - - sumf += GGML_CPU_FP16_TO_FP32(x[i].d) * y[i].d * (sumi + IQ1S_DELTA * sumi1); - } - - *s = sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq1_s_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -4043,52 +3532,11 @@ void ggml_vec_dot_iq1_m_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo *s = hsum_float_8(accum1) + IQ1M_DELTA * hsum_float_8(accum2); #else - - int sum1[2], sum2[2], delta[4]; - - float sumf = 0; - for (int i = 0; i < nb; i++) { - - const int8_t * q8 = y[i].qs; - const uint8_t * qs = x[i].qs; - const uint8_t * qh = x[i].qh; - const uint16_t * sc = (const uint16_t *)x[i].scales; - - scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000); - - int sumi1 = 0, sumi2 = 0; - for (int ib = 0; ib < QK_K/32; ++ib) { - delta[0] = qh[0] & 0x08 ? -1 : 1; - delta[1] = qh[0] & 0x80 ? -1 : 1; - delta[2] = qh[1] & 0x08 ? -1 : 1; - delta[3] = qh[1] & 0x80 ? -1 : 1; - sum1[0] = sum1[1] = sum2[0] = sum2[1] = 0; - for (int l = 0; l < 4; ++l) { - const int8_t * grid = (const int8_t *)(iq1s_grid + (qs[l] | (((uint16_t)qh[l/2] << (8 - 4*(l%2))) & 0x700))); - int lsum1 = 0, lsum2 = 0; - for (int j = 0; j < 8; ++j) { - lsum1 += q8[j] * grid[j]; - lsum2 += q8[j]; - } - q8 += 8; - sum1[l/2] += lsum1; - sum2[l/2] += lsum2*delta[l]; - } - - const int ls1 = 2*((sc[ib/2] >> (6*(ib%2)+0)) & 0x7) + 1; - const int ls2 = 2*((sc[ib/2] >> (6*(ib%2)+3)) & 0x7) + 1; - - sumi1 += sum1[0] * ls1 + sum1[1] * ls2; - sumi2 += sum2[0] * ls1 + sum2[1] * ls2; - qs += 4; - qh += 2; - } - - sumf += GGML_CPU_FP16_TO_FP32(scale.f16) * y[i].d * (sumi1 + IQ1M_DELTA * sumi2); - } - - *s = sumf; - + UNUSED(x); + UNUSED(y); + UNUSED(nb); + UNUSED(scale); + ggml_vec_dot_iq1_m_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } @@ -4275,37 +3723,10 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v *s = hsum_float_8(accum); #else - float sumf = 0; - for (int ibl = 0; ibl < nb; ++ibl) { - const float d4d8 = GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d; - uint16_t h = x[ibl].scales_h; - const uint8_t * qs = x[ibl].qs; - const int8_t * q8 = y[ibl].qs; - for (int ib = 0; ib < QK_K/32; ib += 2) { - const uint8_t ls1 = (x[ibl].scales_l[ib/2] & 0xf) | ((h << 4) & 0x30); - const uint8_t ls2 = (x[ibl].scales_l[ib/2] >> 4) | ((h << 2) & 0x30); - h >>= 4; - const float d1 = d4d8*(ls1 - 32); - const float d2 = d4d8*(ls2 - 32); - int sumi1 = 0, sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d1 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - sumi1 = sumi2 = 0; - for (int j = 0; j < 16; ++j) { - sumi1 += q8[j+ 0] * kvalues_iq4nl[qs[j] & 0xf]; - sumi2 += q8[j+16] * kvalues_iq4nl[qs[j] >> 4]; - } - sumf += d2 * (sumi1 + sumi2); - qs += 16; - q8 += 32; - } - } - *s = sumf; + UNUSED(x); + UNUSED(y); + UNUSED(nb); + ggml_vec_dot_iq4_xs_q8_K_generic(n, s, bs, vx, bx, vy, by, nrc); #endif } diff --git a/ggml/src/ggml-cpu/arch/x86/repack.cpp b/ggml/src/ggml-cpu/arch/x86/repack.cpp index c00c1e541..1982cfef9 100644 --- a/ggml/src/ggml-cpu/arch/x86/repack.cpp +++ b/ggml/src/ggml-cpu/arch/x86/repack.cpp @@ -281,35 +281,9 @@ void ggml_quantize_mat_q8_0_4x8(const float * GGML_RESTRICT x, void * GGML_RESTR } #else - // scalar - const int blck_size_interleave = 8; - float srcv[4][QK8_0]; - float id[4]; - - for (int i = 0; i < nb; i++) { - for (int row_iter = 0; row_iter < 4; row_iter++) { - float amax = 0.0f; // absolute max - - for (int j = 0; j < QK8_0; j++) { - srcv[row_iter][j] = x[row_iter * k + i * QK8_0 + j]; - amax = MAX(amax, fabsf(srcv[row_iter][j])); - } - - const float d = amax / ((1 << 7) - 1); - id[row_iter] = d ? 1.0f / d : 0.0f; - - y[i].d[row_iter] = GGML_CPU_FP32_TO_FP16(d); - } - - for (int j = 0; j < QK8_0 * 4; j++) { - int src_offset = (j / (4 * blck_size_interleave)) * blck_size_interleave; - int src_id = (j % (4 * blck_size_interleave)) / blck_size_interleave; - src_offset += (j % blck_size_interleave); - - float x0 = srcv[src_id][src_offset] * id[src_id]; - y[i].qs[j] = roundf(x0); - } - } + UNUSED(nb); + UNUSED(y); + ggml_quantize_mat_q8_0_4x8_generic(x, vy, k); #endif } @@ -531,49 +505,9 @@ void ggml_quantize_mat_q8_K_4x8(const float * GGML_RESTRICT x, void * GGML_RESTR } #else - - // scalar - const int blck_size_interleave = 8; - float srcv[4][QK_K]; - float iscale[4]; - - for (int i = 0; i < nb; i++) { - for (int row_iter = 0; row_iter < 4; row_iter++) { - float amax = 0.0f; // absolute max - float max = 0; - - for (int j = 0; j < QK_K; j++) { - srcv[row_iter][j] = x[row_iter * k + i * QK_K + j]; - // Update the maximum value of the corresponding super block - if(amax < fabsf(srcv[row_iter][j])) { - amax = fabsf(srcv[row_iter][j]); - max = srcv[row_iter][j]; - } - } - - iscale[row_iter] = amax ? -127.f/max : 0; - - y[i].d[row_iter] = amax ? 1/iscale[row_iter] : 0; - } - - for (int j = 0; j < QK_K / 4; j++) { - y[i].bsums[j] = 0; - } - - // Quants values are interleaved in sequence of eight bytes from corresponding super blocks - // Bsums values are interleaved in sequence of four bsums from each super block taken for interleaving - // i.e first four bsums from the first super block, followed by first four bsums from second super block and so on - for (int j = 0; j < QK_K * 4; j++) { - int src_offset = (j / (4 * blck_size_interleave)) * blck_size_interleave; - int src_id = (j % (4 * blck_size_interleave)) / blck_size_interleave; - src_offset += (j % blck_size_interleave); - int index = (((j & 31) >> 3) << 2) + ((j >> 8) << 4) + ((j >> 6) & 3); - - float x0 = srcv[src_id][src_offset] * iscale[src_id]; - y[i].qs[j] = nearest_int(x0); - y[i].bsums[index] += y[i].qs[j]; - } - } + UNUSED(nb); + UNUSED(y); + ggml_quantize_mat_q8_K_4x8_generic(x, vy, k); #endif } @@ -689,31 +623,7 @@ void ggml_gemv_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo return; #endif - { - float sumf[8]; - int sumi; - - const block_q8_0 * a_ptr = (const block_q8_0 *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x8 * b_ptr = (const block_q4_0x8 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) sumf[j] = 0.0; - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * blocklen + i]) + (v1 * a_ptr[l].qs[k * blocklen + i + qk / 2])) >> 4; - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d); - } - } - } - for (int j = 0; j < ncols_interleaved; j++) s[x * ncols_interleaved + j] = sumf[j]; - } - } + ggml_gemv_q4_0_8x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemv_q4_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -932,61 +842,10 @@ void ggml_gemv_q4_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo } #else - - float sumf[8]; - float sum_minf[8]; - uint32_t utmp[32]; - int sumi1; - int sumi2; - int sumi; - - const block_q8_K * a_ptr = (const block_q8_K *) vy; - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_Kx8 * b_ptr = (const block_q4_Kx8 *) vx + (x * nb); - - for (int j = 0; j < ncols_interleaved; j++) { - sumf[j] = 0.0; - sum_minf[j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int sb = 0; sb < 8; sb++) { - memcpy(utmp + sb * 4, b_ptr[l].scales + sb * 12, 12); - utmp[sb * 4 + 3] = ((utmp[sb * 4 + 2] >> 4) & kmask2) | (((utmp[sb * 4 + 1] >> 6) & kmask3) << 4); - const uint32_t uaux_0 = utmp[sb * 4 + 1] & kmask1; - utmp[sb * 4 + 1] = (utmp[sb * 4 + 2] & kmask2) | (((utmp[sb * 4 + 0] >> 6) & kmask3) << 4); - utmp[sb * 4 + 2] = uaux_0; - utmp[sb * 4 + 0] &= kmask1; - } - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - uint8_t *scales_0 = (uint8_t*) utmp + (k / 4) * 32; - uint8_t *scales_1 = (uint8_t*) utmp + (k / 4) * 32 + 16; - for (int j = 0; j < ncols_interleaved; j++) { - sumi1 = 0; - sumi2 = 0; - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] >> 4); - sumi1 = (v0 * a_ptr[l].qs[(k >> 2) * 64 + (k % 4) * blocklen + i]); - sumi2 = (v1 * a_ptr[l].qs[(k >> 2) * 64 + (k % 4) * blocklen + i + 32]); - sumi1 = sumi1 * scales_0[j]; - sumi2 = sumi2 * scales_1[j]; - sumi += sumi1 + sumi2; - } - sumf[j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * a_ptr[l].d; - } - } - for (int sb = 0; sb < 8; sb++) { - uint8_t *mins = (uint8_t*) utmp + 8 + sb * 16; - for (int j = 0; j < ncols_interleaved; j++) { - sum_minf[j] += mins[j] * (a_ptr[l].bsums[sb * 2] + a_ptr[l].bsums[sb * 2 + 1]) * GGML_CPU_FP16_TO_FP32(b_ptr[l].dmin[j]) * a_ptr[l].d; - } - } - } - for (int j = 0; j < ncols_interleaved; j++) { - s[x * ncols_interleaved + j] = sumf[j] - sum_minf[j]; - } - } + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + ggml_gemv_q4_K_8x8_q8_K_generic(n, s, bs, vx, vy, nr, nc); #endif } @@ -1735,38 +1594,7 @@ void ggml_gemm_q4_0_8x8_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const vo } #endif // #if ! ((defined(_MSC_VER)) && ! defined(__clang__)) && defined(__aarch64__) - float sumf[4][8]; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_0x4 * a_ptr = (const block_q8_0x4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_0x8 * b_ptr = (const block_q4_0x8 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) sumf[m][j] = 0.0; - } - for (int l = 0; l < nb; l++) { - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] << 4); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF0); - sumi += ((v0 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i]) + - (v1 * a_ptr[l].qs[k * 4 * blocklen + m * blocklen + i + qk / 2 * 4])) >> 4; - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * GGML_CPU_FP16_TO_FP32(a_ptr[l].d[m]); - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j]; - } - } - } + ggml_gemm_q4_0_8x8_q8_0_generic(n, s, bs, vx, vy, nr, nc); } void ggml_gemm_q4_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const void * GGML_RESTRICT vx, const void * GGML_RESTRICT vy, int nr, int nc) { @@ -3216,70 +3044,9 @@ void ggml_gemm_q4_K_8x8_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const vo } #else - - float sumf[4][8]; - float sum_minf[4][8]; - uint32_t utmp[32]; - int sumi1; - int sumi2; - int sumi; - - for (int y = 0; y < nr / 4; y++) { - const block_q8_Kx4 * a_ptr = (const block_q8_Kx4 *) vy + (y * nb); - for (int x = 0; x < nc / ncols_interleaved; x++) { - const block_q4_Kx8 * b_ptr = (const block_q4_Kx8 *) vx + (x * nb); - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumf[m][j] = 0.0; - sum_minf[m][j] = 0.0; - } - } - for (int l = 0; l < nb; l++) { - for (int sb = 0; sb < 8; sb++) { - memcpy(utmp + sb * 4, b_ptr[l].scales + sb * 12, 12); - utmp[sb * 4 + 3] = ((utmp[sb * 4 + 2] >> 4) & kmask2) | (((utmp[sb * 4 + 1] >> 6) & kmask3) << 4); - const uint32_t uaux_0 = utmp[sb * 4 + 1] & kmask1; - utmp[sb * 4 + 1] = (utmp[sb * 4 + 2] & kmask2) | (((utmp[sb * 4 + 0] >> 6) & kmask3) << 4); - utmp[sb * 4 + 2] = uaux_0; - utmp[sb * 4 + 0] &= kmask1; - } - for (int k = 0; k < (qk / (2 * blocklen)); k++) { - uint8_t *scales_0 = (uint8_t*) utmp + (k / 4) * 32; - uint8_t *scales_1 = (uint8_t*) utmp + (k / 4) * 32 + 16; - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - sumi1 = 0; - sumi2 = 0; - sumi = 0; - for (int i = 0; i < blocklen; ++i) { - const int v0 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] & 0xF); - const int v1 = (int8_t) (b_ptr[l].qs[k * ncols_interleaved * blocklen + j * blocklen + i] >> 4); - sumi1 = (v0 * a_ptr[l].qs[(k >> 2) * 256 + (k % 4) * 4 * blocklen + m * blocklen + i]); - sumi2 = (v1 * a_ptr[l].qs[(k >> 2) * 256 + (k % 4) * 4 * blocklen + m * blocklen + i + 128]); - sumi1 = sumi1 * scales_0[j]; - sumi2 = sumi2 * scales_1[j]; - sumi += sumi1 + sumi2; - } - sumf[m][j] += sumi * GGML_CPU_FP16_TO_FP32(b_ptr[l].d[j]) * a_ptr[l].d[m]; - } - } - } - for (int sb = 0; sb < 8; sb++) { - uint8_t *mins = (uint8_t*) utmp + 8 + sb * 16; - for(int m = 0; m < 4; m++) { - const int16_t *bsums = a_ptr[l].bsums + (sb * 8) + (m * 4) - ((sb % 2) * 6); - for(int j = 0; j < ncols_interleaved; j++) { - sum_minf[m][j] += mins[j] * (bsums[0] + bsums[1]) * GGML_CPU_FP16_TO_FP32(b_ptr[l].dmin[j]) * a_ptr[l].d[m]; - } - } - } - } - for (int m = 0; m < 4; m++) { - for (int j = 0; j < ncols_interleaved; j++) { - s[(y * 4 + m) * bs + x * ncols_interleaved + j] = sumf[m][j] - sum_minf[m][j]; - } - } - } - } + UNUSED(kmask1); + UNUSED(kmask2); + UNUSED(kmask3); + ggml_gemm_q4_K_8x8_q8_K_generic(n, s, bs, vx, vy, nr, nc); #endif } From c556418b600ad5792440942079d93e393595688b Mon Sep 17 00:00:00 2001 From: Radoslav Gerganov Date: Mon, 28 Jul 2025 18:59:04 +0300 Subject: [PATCH 03/17] llama-bench : use local GPUs along with RPC servers (#14917) Currently if RPC servers are specified with '--rpc' and there is a local GPU available (e.g. CUDA), the benchmark will be performed only on the RPC device(s) but the backend result column will say "CUDA,RPC" which is incorrect. This patch is adding all local GPU devices and makes llama-bench consistent with llama-cli. --- tools/llama-bench/llama-bench.cpp | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/tools/llama-bench/llama-bench.cpp b/tools/llama-bench/llama-bench.cpp index b80e984d0..c56834a2a 100644 --- a/tools/llama-bench/llama-bench.cpp +++ b/tools/llama-bench/llama-bench.cpp @@ -950,6 +950,7 @@ struct cmd_params_instance { } static std::vector devices; devices.clear(); + // RPC devices should always come first for performance reasons for (const std::string & server : rpc_servers) { ggml_backend_dev_t dev = ggml_backend_rpc_add_device_fn(server.c_str()); if (dev) { @@ -959,6 +960,20 @@ struct cmd_params_instance { exit(1); } } + // add local GPU devices if any + for (size_t i = 0; i < ggml_backend_dev_count(); ++i) { + ggml_backend_dev_t dev = ggml_backend_dev_get(i); + switch (ggml_backend_dev_type(dev)) { + case GGML_BACKEND_DEVICE_TYPE_CPU: + case GGML_BACKEND_DEVICE_TYPE_ACCEL: + // skip CPU backends since they are handled separately + break; + + case GGML_BACKEND_DEVICE_TYPE_GPU: + devices.push_back(dev); + break; + } + } devices.push_back(nullptr); mparams.devices = devices.data(); } From bda62193b2a6bebbf515c3c389303094a44458c1 Mon Sep 17 00:00:00 2001 From: Leonard Mosescu Date: Mon, 28 Jul 2025 09:04:27 -0700 Subject: [PATCH 04/17] test-backend-ops : extend test case filtering (#14865) * Extend test case filtering 1. Allow passing multiple (comma-separated?) ops to test-backend-ops. This can be convenient when working on a set of ops, when you'd want to test them together (but without having to run every single op). For example: `test-backend-ops.exe test -o "ADD,RMS_NORM,ROPE,SILU,SOFT_MAX"` 2. Support full test-case variation string in addition to basic op names. This would make it easy to select a single variation, either for testing or for benchmarking. It can be particularly useful for profiling a particular variation (ex. a CUDA kernel), for example: `test-backend-ops.exe perf -b CUDA0 -o "MUL_MAT(type_a=f16,type_b=f32,m=4096,n=512,k=14336,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=2)"` These two can be combined. As the current `-o`, this change doesn't try to detect/report an error if an filter doesn't name existing ops (ex. misspelled) * Updating the usage help text * Update tests/test-backend-ops.cpp --- tests/test-backend-ops.cpp | 68 ++++++++++++++++++++++++++++---------- 1 file changed, 50 insertions(+), 18 deletions(-) diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 7fb02a788..3cc318a9c 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -35,6 +35,7 @@ #include #include #include +#include #include #include @@ -1047,7 +1048,37 @@ struct test_case { return t; } - bool eval(ggml_backend_t backend1, ggml_backend_t backend2, const char * op_name, printer * output_printer) { + // Checks an op against the test filter, which is a comma separated list of OP names or specific variations + bool matches_filter(ggml_tensor * op, const char * op_names_filter) { + if (op_names_filter) { + const auto op_name = op_desc(op); + const auto op_full_name = op_name + "(" + vars() + ")"; + std::string_view filter(op_names_filter); + while (!filter.empty()) { + auto comma_pos = filter.find_first_of(','); + const auto lparen_pos = filter.find_first_of('('); + if (lparen_pos < comma_pos) { + auto rparen_pos = filter.find_first_of(')'); + comma_pos = filter.find_first_of(',', rparen_pos); + const auto op_filter = filter.substr(0, comma_pos); + if (op_filter == op_full_name) { + return true; + } + } else { + const auto op_filter = filter.substr(0, comma_pos); + if (op_filter == op_name) { + return true; + } + } + filter = comma_pos != std::string_view::npos ? filter.substr(comma_pos + 1) : ""; + } + return false; + } else { + return true; + } + } + + bool eval(ggml_backend_t backend1, ggml_backend_t backend2, const char * op_names_filter, printer * output_printer) { mode = MODE_TEST; ggml_init_params params = { @@ -1065,7 +1096,7 @@ struct test_case { ggml_tensor * out = build_graph(ctx); std::string current_op_name = op_desc(out); - if (op_name != nullptr && current_op_name != op_name) { + if (!matches_filter(out, op_names_filter)) { //printf(" %s: skipping\n", op_desc(out).c_str()); ggml_free(ctx); return true; @@ -1212,7 +1243,7 @@ struct test_case { return test_passed; } - bool eval_perf(ggml_backend_t backend, const char * op_name, printer * output_printer) { + bool eval_perf(ggml_backend_t backend, const char * op_names_filter, printer * output_printer) { mode = MODE_PERF; static const size_t graph_nodes = 8192; @@ -1227,7 +1258,7 @@ struct test_case { ggml_tensor * out = build_graph(ctx.get()); std::string current_op_name = op_desc(out); - if (op_name != nullptr && current_op_name != op_name) { + if (!matches_filter(out, op_names_filter)) { //printf(" %s: skipping\n", op_desc(out).c_str()); return true; } @@ -1342,7 +1373,7 @@ struct test_case { return true; } - bool eval_support(ggml_backend_t backend, const char * op_name, printer * output_printer) { + bool eval_support(ggml_backend_t backend, const char * op_names_filter, printer * output_printer) { mode = MODE_SUPPORT; static const size_t graph_nodes = 8192; @@ -1357,7 +1388,7 @@ struct test_case { ggml_tensor * out = build_graph(ctx.get()); std::string current_op_name = op_desc(out); - if (op_name != nullptr && current_op_name != op_name) { + if (!matches_filter(out, op_names_filter)) { return true; } @@ -1374,7 +1405,7 @@ struct test_case { return true; } - bool eval_grad(ggml_backend_t backend, const char * op_name, printer * output_printer) { + bool eval_grad(ggml_backend_t backend, const char * op_names_filter, printer * output_printer) { mode = MODE_GRAD; const std::vector expect = grad_expect(); @@ -1391,7 +1422,7 @@ struct test_case { ggml_tensor * out = build_graph(ctx.get()); - if ((op_name != nullptr && op_desc(out) != op_name) || out->op == GGML_OP_OPT_STEP_ADAMW) { + if (!matches_filter(out, op_names_filter) || out->op == GGML_OP_OPT_STEP_ADAMW) { return true; } @@ -5922,7 +5953,7 @@ static std::vector> make_test_cases_perf() { return test_cases; } -static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op_name, const char * params_filter, +static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op_names_filter, const char * params_filter, printer * output_printer) { auto filter_test_cases = [](std::vector> & test_cases, const char * params_filter) { if (params_filter == nullptr) { @@ -5954,7 +5985,7 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op size_t n_ok = 0; for (auto & test : test_cases) { - if (test->eval(backend, backend_cpu, op_name, output_printer)) { + if (test->eval(backend, backend_cpu, op_names_filter, output_printer)) { n_ok++; } } @@ -5970,7 +6001,7 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op filter_test_cases(test_cases, params_filter); size_t n_ok = 0; for (auto & test : test_cases) { - if (test->eval_grad(backend, op_name, output_printer)) { + if (test->eval_grad(backend, op_names_filter, output_printer)) { n_ok++; } } @@ -5983,7 +6014,7 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op auto test_cases = make_test_cases_perf(); filter_test_cases(test_cases, params_filter); for (auto & test : test_cases) { - test->eval_perf(backend, op_name, output_printer); + test->eval_perf(backend, op_names_filter, output_printer); } return true; } @@ -5992,7 +6023,7 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op auto test_cases = make_test_cases_eval(); filter_test_cases(test_cases, params_filter); for (auto & test : test_cases) { - test->eval_support(backend, op_name, output_printer); + test->eval_support(backend, op_names_filter, output_printer); } return true; } @@ -6001,20 +6032,21 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op } static void usage(char ** argv) { - printf("Usage: %s [mode] [-o ] [-b ] [-p ] [--output ]\n", argv[0]); + printf("Usage: %s [mode] [-o ] [-b ] [-p ] [--output ]\n", argv[0]); printf(" valid modes:\n"); printf(" - test (default, compare with CPU backend for correctness)\n"); printf(" - grad (compare gradients from backpropagation with method of finite differences)\n"); printf(" - perf (performance evaluation)\n"); printf(" - support (probe backend operation support)\n"); - printf(" op names for -o are as given by ggml_op_desc() (e.g. ADD, MUL_MAT, etc)\n"); + printf(" op names for -o are as given by ggml_op_desc() (e.g. ADD, MUL_MAT, etc),\n"); + printf(" optionally including the full test case string (e.g. \"ADD(type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1)\")\n"); printf(" --output specifies output format (default: console, options: console, sql, csv)\n"); } int main(int argc, char ** argv) { test_mode mode = MODE_TEST; output_formats output_format = CONSOLE; - const char * op_name_filter = nullptr; + const char * op_names_filter = nullptr; const char * backend_filter = nullptr; const char * params_filter = nullptr; @@ -6029,7 +6061,7 @@ int main(int argc, char ** argv) { mode = MODE_SUPPORT; } else if (strcmp(argv[i], "-o") == 0) { if (i + 1 < argc) { - op_name_filter = argv[++i]; + op_names_filter = argv[++i]; } else { usage(argv); return 1; @@ -6110,7 +6142,7 @@ int main(int argc, char ** argv) { false, "", ggml_backend_dev_description(dev), total / 1024 / 1024, free / 1024 / 1024, true)); - bool ok = test_backend(backend, mode, op_name_filter, params_filter, output_printer.get()); + bool ok = test_backend(backend, mode, op_names_filter, params_filter, output_printer.get()); if (ok) { n_ok++; From 8ad7b3e65b5834e5574c2f5640056c9047b5d93b Mon Sep 17 00:00:00 2001 From: lhez Date: Mon, 28 Jul 2025 09:50:17 -0700 Subject: [PATCH 05/17] opencl : add ops docs (#14910) --- docs/ops.md | 176 +- docs/ops/OpenCL.csv | 8133 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 8221 insertions(+), 88 deletions(-) create mode 100644 docs/ops/OpenCL.csv diff --git a/docs/ops.md b/docs/ops.md index c674bacb0..fff6dbcae 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -12,91 +12,91 @@ Legend: - 🟡 Partially supported by this backend - ❌ Not supported by this backend -| Operation | BLAS | CPU | CUDA | Metal | SYCL | Vulkan | -|-----------|------|------|------|------|------|------| -| ABS | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| ADD | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| ADD1 | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | -| ARANGE | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | -| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| CLAMP | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| CONCAT | ❌ | ✅ | 🟡 | ✅ | 🟡 | ✅ | -| CONT | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | -| CONV_2D | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ | -| CONV_2D_DW | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| CONV_TRANSPOSE_2D | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| COS | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| COUNT_EQUAL | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| CROSS_ENTROPY_LOSS | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| CROSS_ENTROPY_LOSS_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | -| DIAG_MASK_INF | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| DIV | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| DUP | ❌ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | -| ELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| EXP | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| FLASH_ATTN_EXT | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | -| GATED_LINEAR_ATTN | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | -| GEGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| GEGLU_ERF | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| GEGLU_QUICK | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| GELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| GELU_ERF | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| GELU_QUICK | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| GET_ROWS | ❌ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | -| GET_ROWS_BACK | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | -| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| HARDSIGMOID | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| HARDSWISH | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| IM2COL | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| L2_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| LOG | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | -| MEAN | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | -| MUL | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| MUL_MAT_ID | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | -| NEG | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| NORM | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| OPT_STEP_ADAMW | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| OUT_PROD | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| PAD_REFLECT_1D | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | -| POOL_2D | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| REGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| RELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| REPEAT | ❌ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| REPEAT_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| RMS_NORM | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| RMS_NORM_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| ROLL | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ | -| ROPE | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| ROPE_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| RWKV_WKV6 | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| RWKV_WKV7 | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| SCALE | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| SET | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | -| SET_ROWS | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| SGN | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| SIGMOID | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| SILU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| SILU_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | -| SIN | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| SOFT_MAX | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | -| SOFT_MAX_BACK | ❌ | 🟡 | 🟡 | ❌ | ❌ | ✅ | -| SQR | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| SQRT | ❌ | ✅ | ✅ | 🟡 | ✅ | ❌ | -| SSM_CONV | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | -| SSM_SCAN | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | -| STEP | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| SUB | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | -| SUM | ❌ | ✅ | ✅ | ❌ | ✅ | ✅ | -| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| SWIGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | -| TANH | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | -| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | -| UPSCALE | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | +| Operation | BLAS | CPU | CUDA | Metal | OpenCL | SYCL | Vulkan | +|-----------|------|------|------|------|------|------|------| +| ABS | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| ACC | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| ADD | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| ADD1 | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | +| ARANGE | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| ARGMAX | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| CLAMP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | +| CONCAT | ❌ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ✅ | +| CONT | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | +| CONV_2D | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ | +| CONV_2D_DW | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| CONV_TRANSPOSE_2D | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | +| COS | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | +| COUNT_EQUAL | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| CROSS_ENTROPY_LOSS | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | +| CROSS_ENTROPY_LOSS_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | +| DIAG_MASK_INF | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| DIV | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| DUP | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | +| ELU | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| EXP | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| FLASH_ATTN_EXT | ❌ | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | +| GATED_LINEAR_ATTN | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | +| GEGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| GEGLU_ERF | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| GEGLU_QUICK | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| GELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| GELU_ERF | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| GELU_QUICK | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| GET_ROWS | ❌ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | +| GET_ROWS_BACK | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | +| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| HARDSIGMOID | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| HARDSWISH | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| IM2COL | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | +| L2_NORM | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| LOG | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | +| MEAN | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| MUL | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| MUL_MAT_ID | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | +| NEG | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| NORM | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| OPT_STEP_ADAMW | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| OUT_PROD | 🟡 | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | +| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| PAD_REFLECT_1D | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | +| POOL_2D | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| REGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| RELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| REPEAT | ❌ | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | +| REPEAT_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| RMS_NORM | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | +| RMS_NORM_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| ROLL | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | +| ROPE | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| ROPE_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| RWKV_WKV6 | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| RWKV_WKV7 | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| SCALE | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| SET | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | +| SET_ROWS | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| SGN | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| SIGMOID | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| SILU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| SILU_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| SIN | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | +| SOFT_MAX | ❌ | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | +| SOFT_MAX_BACK | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ✅ | +| SQR | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | +| SQRT | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ | +| SSM_CONV | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| SSM_SCAN | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| STEP | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| SUB | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| SUM | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | +| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| SWIGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| TANH | ❌ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | +| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| UPSCALE | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | diff --git a/docs/ops/OpenCL.csv b/docs/ops/OpenCL.csv new file mode 100644 index 000000000..df352e1ea --- /dev/null +++ b/docs/ops/OpenCL.csv @@ -0,0 +1,8133 @@ +"backend_name","op_name","op_params","test_mode","supported","error_message","backend_reg_name" +"OpenCL","ABS","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","ABS","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","SGN","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","SGN","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","NEG","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","NEG","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","STEP","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","STEP","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","TANH","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","OpenCL" +"OpenCL","TANH","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","OpenCL" +"OpenCL","ELU","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","ELU","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","RELU","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","RELU","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","SIGMOID","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","OpenCL" +"OpenCL","SIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","OpenCL" +"OpenCL","GELU","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","GELU","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","GELU_QUICK","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","GELU_QUICK","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","SILU","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","SILU","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","HARDSWISH","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","HARDSWISH","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","HARDSIGMOID","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" +"OpenCL","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","OpenCL" +"OpenCL","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","OpenCL" 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+"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","OpenCL" +"OpenCL","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" +"OpenCL","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","0","no","OpenCL" +"OpenCL","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" +"OpenCL","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","0","no","OpenCL" +"OpenCL","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","0","no","OpenCL" From 0a5036bee9cfb946870689db4400e9e0d17844c9 Mon Sep 17 00:00:00 2001 From: Aman Gupta Date: Tue, 29 Jul 2025 14:45:18 +0800 Subject: [PATCH 06/17] CUDA: add roll (#14919) * CUDA: add roll * Make everything const, use __restrict__ --- ggml/src/ggml-cuda/ggml-cuda.cu | 9 +++++ ggml/src/ggml-cuda/roll.cu | 67 +++++++++++++++++++++++++++++++++ ggml/src/ggml-cuda/roll.cuh | 5 +++ 3 files changed, 81 insertions(+) create mode 100644 ggml/src/ggml-cuda/roll.cu create mode 100644 ggml/src/ggml-cuda/roll.cuh diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 03c380897..1f7857960 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -31,6 +31,7 @@ #include "ggml-cuda/pool2d.cuh" #include "ggml-cuda/quantize.cuh" #include "ggml-cuda/rope.cuh" +#include "ggml-cuda/roll.cuh" #include "ggml-cuda/scale.cuh" #include "ggml-cuda/softmax.cuh" #include "ggml-cuda/ssm-conv.cuh" @@ -2419,6 +2420,9 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg case GGML_OP_ROPE_BACK: ggml_cuda_op_rope_back(ctx, dst); break; + case GGML_OP_ROLL: + ggml_cuda_op_roll(ctx, dst); + break; case GGML_OP_IM2COL: ggml_cuda_op_im2col(ctx, dst); break; @@ -3411,6 +3415,11 @@ static bool ggml_backend_cuda_device_supports_op(ggml_backend_dev_t dev, const g memcpy(&max_bias, (const float *) op->op_params + 1, sizeof(float)); return max_bias == 0.0f; } + case GGML_OP_ROLL: + if(op->src[0]->type == GGML_TYPE_F32) { + return true; + } + return false; case GGML_OP_ROPE: case GGML_OP_ROPE_BACK: { return op->src[0]->nb[0] == ggml_type_size(op->src[0]->type) && ggml_is_contiguous_2(op->src[0]); diff --git a/ggml/src/ggml-cuda/roll.cu b/ggml/src/ggml-cuda/roll.cu new file mode 100644 index 000000000..a339dfc1a --- /dev/null +++ b/ggml/src/ggml-cuda/roll.cu @@ -0,0 +1,67 @@ +#include "ggml-cuda/common.cuh" +#include "roll.cuh" + +static __forceinline__ __device__ int64_t wrap_index(const int64_t idx, const int64_t ne) { + if (idx < 0) { + return idx + ne; + } + if (idx >= ne) { + return idx - ne; + } + return idx; +} + +static __global__ void roll_f32_cuda(const float * __restrict__ src, + float * __restrict__ dst, + const int64_t ne00, + const int64_t ne01, + const int64_t ne02, + const int64_t ne03, + const int s0, + const int s1, + const int s2, + const int s3) { + const int64_t idx = int64_t(blockDim.x) * blockIdx.x + threadIdx.x; + const int64_t n_elements = ne00 * ne01 * ne02 * ne03; + + if (idx >= n_elements) { + return; + } + + const int64_t i0 = idx % ne00; + const int64_t i1 = (idx / ne00) % ne01; + const int64_t i2 = (idx / (ne00 * ne01)) % ne02; + const int64_t i3 = (idx / (ne00 * ne01 * ne02)) % ne03; + + const int64_t d0 = wrap_index(i0 - s0, ne00); + const int64_t d1 = wrap_index(i1 - s1, ne01); + const int64_t d2 = wrap_index(i2 - s2, ne02); + const int64_t d3 = wrap_index(i3 - s3, ne03); + + dst[i3 * (ne00 * ne01 * ne02) + i2 * (ne01 * ne00) + i1 * ne00 + i0] = + src[d3 * (ne00 * ne01 * ne02) + d2 * (ne01 * ne00) + d1 * ne00 + d0]; +} + +void ggml_cuda_op_roll(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { + int s0 = dst->op_params[0]; + int s1 = dst->op_params[1]; + int s2 = dst->op_params[2]; + int s3 = dst->op_params[3]; + + const ggml_tensor * src0 = dst->src[0]; + const float * src0_d = (const float *) dst->src[0]->data; + float * dst_d = (float *) dst->data; + + GGML_TENSOR_UNARY_OP_LOCALS; + + GGML_ASSERT(dst->src[0]->type == GGML_TYPE_F32); + GGML_ASSERT(ggml_are_same_shape(dst->src[0], dst)); + + cudaStream_t stream = ctx.stream(); + + int64_t sz = (ne00 * ne01 * ne02 * ne03); + int64_t num_blocks = (sz + CUDA_ROLL_BLOCK_SIZE - 1) / CUDA_ROLL_BLOCK_SIZE; + + roll_f32_cuda<<>>( + src0_d, dst_d, ne00, ne01, ne02, ne03, s0, s1, s2, s3); +} diff --git a/ggml/src/ggml-cuda/roll.cuh b/ggml/src/ggml-cuda/roll.cuh new file mode 100644 index 000000000..322d55436 --- /dev/null +++ b/ggml/src/ggml-cuda/roll.cuh @@ -0,0 +1,5 @@ +#include "common.cuh" + +#define CUDA_ROLL_BLOCK_SIZE 256 + +void ggml_cuda_op_roll(ggml_backend_cuda_context & ctx, ggml_tensor * dst); From bbd0f917797e9d524680f1b30d34a46eb06d7651 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Johannes=20G=C3=A4=C3=9Fler?= Date: Tue, 29 Jul 2025 10:40:50 +0200 Subject: [PATCH 07/17] server-bench: make seed choice configurable (#14929) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * server-bench: make seed choice configurable * Update scripts/server-bench.py Co-authored-by: Sigbjørn Skjæret * Update scripts/server-bench.py Co-authored-by: Sigbjørn Skjæret * fix error formatting * Update scripts/server-bench.py Co-authored-by: Sigbjørn Skjæret --------- Co-authored-by: Sigbjørn Skjæret --- scripts/server-bench.py | 38 +++++++++++++++++++++++++------------- 1 file changed, 25 insertions(+), 13 deletions(-) diff --git a/scripts/server-bench.py b/scripts/server-bench.py index 3afad66ce..9326be8d5 100755 --- a/scripts/server-bench.py +++ b/scripts/server-bench.py @@ -32,11 +32,12 @@ def get_prompts_text(dataset_name: str, n_prompts: int) -> Optional[list[str]]: return ret -def get_prompt_lengths_rng(n_prompts: int, prompt_length_min: int, prompt_length_max: int) -> list[int]: +def get_prompt_lengths_rng(n_prompts: int, prompt_length_min: int, prompt_length_max: int, seed_offset: int) -> list[int]: assert n_prompts >= 0 ret: list[int] = [] for i in range(n_prompts): - random.seed(13 * i + 0) + if seed_offset >= 0: + random.seed(3 * (seed_offset + 1000 * i) + 0) ret.append(random.randint(prompt_length_min, prompt_length_max)) return ret @@ -46,12 +47,20 @@ def get_prompts_rng(prompt_lengths: list[int]) -> list[list[int]]: def get_server(path_server: str, path_log: Optional[str]) -> dict: - logger.info("Starting the llama.cpp server...") - hostname: str = os.environ.get("LLAMA_ARG_HOST", "127.0.0.1") - port: str = os.environ.get("LLAMA_ARG_PORT", "8080") + if os.environ.get("LLAMA_ARG_HOST") is None: + logger.info("LLAMA_ARG_HOST not explicitly set, using 127.0.0.1") + os.environ["LLAMA_ARG_HOST"] = "127.0.0.1" + if os.environ.get("LLAMA_ARG_PORT") is None: + logger.info("LLAMA_ARG_PORT not explicitly set, using 8080") + os.environ["LLAMA_ARG_PORT"] = "8080" + hostname: Optional[str] = os.environ.get("LLAMA_ARG_HOST") + port: Optional[str] = os.environ.get("LLAMA_ARG_PORT") + assert hostname is not None + assert port is not None address: str = f"http://{hostname}:{port}" + logger.info(f"Starting the llama.cpp server under {address}...") - fout = open(path_log, "w") if path_log is not None else subprocess.DEVNULL + fout = open(path_log.format(port=port), "w") if path_log is not None else subprocess.DEVNULL process = subprocess.Popen([path_server], stdout=fout, stderr=subprocess.STDOUT) n_failures: int = 0 @@ -60,7 +69,7 @@ def get_server(path_server: str, path_log: Optional[str]) -> dict: sleep(1.0) exit_code = process.poll() if exit_code is not None: - raise RuntimeError(f"llama.cpp server exited unexpectedly with exit code {exit_code}, see {path_log}") + raise RuntimeError(f"llama.cpp server exited unexpectedly with exit code {exit_code}{path_log and f', see {path_log.format(port=port)}' or ''}") response = requests.get(f"{address}/health") if response.status_code == 200: break @@ -128,7 +137,7 @@ def send_prompt(data: dict) -> tuple[float, list[float]]: return (t_submit, token_arrival_times) -def benchmark(path_server: str, path_log: Optional[str], prompt_source: str, n_prompts: int, n_predict: int, n_predict_min: int): +def benchmark(path_server: str, path_log: Optional[str], prompt_source: str, n_prompts: int, n_predict: int, n_predict_min: int, seed_offset: int): if os.environ.get("LLAMA_ARG_N_PARALLEL") is None: logger.info("LLAMA_ARG_N_PARALLEL not explicitly set, using 32") os.environ["LLAMA_ARG_N_PARALLEL"] = "32" @@ -139,7 +148,7 @@ def benchmark(path_server: str, path_log: Optional[str], prompt_source: str, n_p logger.info("LLAMA_ARG_FLASH_ATTN not explicitly set, using 'true'") os.environ["LLAMA_ARG_FLASH_ATTN"] = "true" - parallel: int = int(os.environ.get("LLAMA_ARG_N_PARALLEL", 1)) + parallel: int = int(os.environ.get("LLAMA_ARG_N_PARALLEL")) # type: ignore prompts: Union[None, list[str], list[list[int]]] = get_prompts_text(prompt_source, n_prompts) synthetic_prompts: bool = prompts is None prompt_n = [] @@ -151,7 +160,7 @@ def benchmark(path_server: str, path_log: Optional[str], prompt_source: str, n_p prompt_length_min: int = int(prompt_source_split[1]) prompt_length_max: int = int(prompt_source_split[2]) logger.info("Generating random prompts...") - prompt_n = get_prompt_lengths_rng(n_prompts, prompt_length_min, prompt_length_max) + prompt_n = get_prompt_lengths_rng(n_prompts, prompt_length_min, prompt_length_max, seed_offset) prompts = get_prompts_rng(prompt_n) else: n_predict_min = n_predict @@ -176,10 +185,11 @@ def benchmark(path_server: str, path_log: Optional[str], prompt_source: str, n_p data: list[dict] = [] for i, p in enumerate(prompts): - random.seed(13 * i + 1) + if seed_offset >= 0: + random.seed(3 * (seed_offset + 1000 * i) + 1) data.append({ "session": session, "server_address": server_address, "prompt": p, "synthetic_prompt": synthetic_prompts, - "n_predict": random.randint(n_predict_min, n_predict), "seed": 13 * i + 2}) + "n_predict": random.randint(n_predict_min, n_predict), "seed": (3 * (seed_offset + 1000 * i) + 2) if seed_offset >= 0 else -1}) if not synthetic_prompts: logger.info("Getting the prompt lengths...") @@ -251,7 +261,7 @@ if __name__ == "__main__": "Results are printed to console and visualized as plots (saved to current working directory). " "To pass arguments such as the model path to the server, set the corresponding environment variables (see llama-server --help).") parser.add_argument("--path_server", type=str, default="llama-server", help="Path to the llama.cpp server binary") - parser.add_argument("--path_log", type=str, default="server-bench.log", help="Path to the model to use for the benchmark") + parser.add_argument("--path_log", type=str, default="server-bench-{port}.log", help="Path to the model to use for the benchmark") parser.add_argument( "--prompt_source", type=str, default="rng-1024-2048", help="How to get the prompts for the benchmark, either 'mmlu' for MMLU questions or " @@ -261,5 +271,7 @@ if __name__ == "__main__": parser.add_argument( "--n_predict_min", type=int, default=1024, help="Min. number of tokens to predict per prompt (supported for synthetic prompts only)") + parser.add_argument("--seed_offset", type=int, default=0, help="Offset for determining the seeds for pseudorandom prompt/generation lengths. " + "Corelations between seeds can occur when set >= 1000. Negative values mean no seed.") args = parser.parse_args() benchmark(**vars(args)) From 138b288b594eeb19d58e0ab0d74eae32009c9c20 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Tue, 29 Jul 2025 14:22:03 +0200 Subject: [PATCH 08/17] cuda : add softcap fusion (#14907) --- ggml/src/ggml-cuda/ggml-cuda.cu | 49 +++++++++++++++++++++++++++++---- ggml/src/ggml-cuda/softcap.cu | 34 +++++++++++++++++++++++ ggml/src/ggml-cuda/softcap.cuh | 5 ++++ tests/test-backend-ops.cpp | 36 ++++++++++++++++++++++++ 4 files changed, 118 insertions(+), 6 deletions(-) create mode 100644 ggml/src/ggml-cuda/softcap.cu create mode 100644 ggml/src/ggml-cuda/softcap.cuh diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 1f7857960..819c2be78 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -33,6 +33,7 @@ #include "ggml-cuda/rope.cuh" #include "ggml-cuda/roll.cuh" #include "ggml-cuda/scale.cuh" +#include "ggml-cuda/softcap.cuh" #include "ggml-cuda/softmax.cuh" #include "ggml-cuda/ssm-conv.cuh" #include "ggml-cuda/ssm-scan.cuh" @@ -2770,7 +2771,12 @@ static void update_cuda_graph_executable(ggml_backend_cuda_context * cuda_ctx) { } #endif -static bool ggml_cuda_can_fuse(const struct ggml_cgraph * cgraph, int node_idx, std::initializer_list ops) { +static bool ggml_cuda_can_fuse(const struct ggml_cgraph * cgraph, int node_idx, std::initializer_list ops, std::initializer_list unary_ops) { +#ifndef NDEBUG + const size_t num_unary = std::count(ops.begin(), ops.end(), GGML_OP_UNARY); + GGML_ASSERT(unary_ops.size() == num_unary); +#endif + if (!ggml_can_fuse(cgraph, node_idx, ops)) { return false; } @@ -2798,9 +2804,32 @@ static bool ggml_cuda_can_fuse(const struct ggml_cgraph * cgraph, int node_idx, if (!ggml_is_contiguous_rows(mul->src[0]) || !ggml_is_contiguous_rows(mul->src[1])) { return false; } + + return true; } - return true; + if (ops.size() == 3 && ops.begin()[0] == GGML_OP_SCALE && ops.begin()[1] == GGML_OP_UNARY && ops.begin()[2] == GGML_OP_SCALE + && unary_ops.size() == 1 && unary_ops.begin()[0] == GGML_UNARY_OP_TANH) { + const ggml_tensor *scale = cgraph->nodes[node_idx]; + const ggml_tensor *tanh = cgraph->nodes[node_idx+1]; + const ggml_tensor *scale2 = cgraph->nodes[node_idx+2]; + + GGML_ASSERT(scale->src[0]->type == GGML_TYPE_F32); + GGML_ASSERT(scale->type == GGML_TYPE_F32); + + if (ggml_get_unary_op(tanh) != GGML_UNARY_OP_TANH) { + return false; + } + + // Check for bias + if (ggml_get_op_params_f32(scale, 1) != 0.0f || ggml_get_op_params_f32(scale2, 1) != 0.0f) { + return false; + } + + return true; + } + + return false; } static void evaluate_and_capture_cuda_graph(ggml_backend_cuda_context * cuda_ctx, ggml_cgraph * cgraph, @@ -2821,10 +2850,18 @@ static void evaluate_and_capture_cuda_graph(ggml_backend_cuda_context * cuda_ctx } static bool disable_fusion = (getenv("GGML_CUDA_DISABLE_FUSION") != nullptr); - if (!disable_fusion && ggml_cuda_can_fuse(cgraph, i, { GGML_OP_RMS_NORM, GGML_OP_MUL })) { - ggml_cuda_op_rms_norm_fused(*cuda_ctx, node, cgraph->nodes[i+1]); - i++; - continue; + if (!disable_fusion) { + if (ggml_cuda_can_fuse(cgraph, i, { GGML_OP_RMS_NORM, GGML_OP_MUL }, {})) { + ggml_cuda_op_rms_norm_fused(*cuda_ctx, node, cgraph->nodes[i+1]); + i++; + continue; + } + + if (ggml_cuda_can_fuse(cgraph, i, { GGML_OP_SCALE, GGML_OP_UNARY, GGML_OP_SCALE }, { GGML_UNARY_OP_TANH })) { + i += 2; + ggml_cuda_op_softcap(*cuda_ctx, cgraph->nodes[i], node); + continue; + } } #ifndef NDEBUG assert(node->buffer->buft == ggml_backend_cuda_buffer_type(cuda_ctx->device)); diff --git a/ggml/src/ggml-cuda/softcap.cu b/ggml/src/ggml-cuda/softcap.cu new file mode 100644 index 000000000..40dfe45d6 --- /dev/null +++ b/ggml/src/ggml-cuda/softcap.cu @@ -0,0 +1,34 @@ +#include "softcap.cuh" + +static __global__ void softcap_f32(const float * x, float * dst, const float scale, const float softcap, const int k) { + const int i = blockDim.x*blockIdx.x + threadIdx.x; + + if (i >= k) { + return; + } + + dst[i] = tanhf(scale * x[i]) * softcap; +} + +static void softcap_f32_cuda(const float * x, float * dst, const float scale, const float softcap, const int k, cudaStream_t stream) { + const int num_blocks = (k + CUDA_SOFTCAP_BLOCK_SIZE - 1) / CUDA_SOFTCAP_BLOCK_SIZE; + softcap_f32<<>>(x, dst, scale, softcap, k); +} + +// fused GGML_OP_SCALE + GGML_UNARY_OP_TANH + GGML_OP_SCALE +void ggml_cuda_op_softcap(ggml_backend_cuda_context & ctx, ggml_tensor * dst, ggml_tensor * src) { + const ggml_tensor * src0 = src->src[0]; + const float * src0_d = (const float *)src0->data; + float * dst_d = (float *)dst->data; + cudaStream_t stream = ctx.stream(); + + GGML_ASSERT(src0->type == GGML_TYPE_F32); + GGML_ASSERT( dst->type == GGML_TYPE_F32); + + float scale; + float softcap; + memcpy(&scale, (float *) src->op_params + 0, sizeof(float)); + memcpy(&softcap, (float *) dst->op_params + 0, sizeof(float)); + + softcap_f32_cuda(src0_d, dst_d, scale, softcap, ggml_nelements(src0), stream); +} diff --git a/ggml/src/ggml-cuda/softcap.cuh b/ggml/src/ggml-cuda/softcap.cuh new file mode 100644 index 000000000..6d34fb2be --- /dev/null +++ b/ggml/src/ggml-cuda/softcap.cuh @@ -0,0 +1,5 @@ +#include "common.cuh" + +#define CUDA_SOFTCAP_BLOCK_SIZE 256 + +void ggml_cuda_op_softcap(ggml_backend_cuda_context & ctx, ggml_tensor * dst, ggml_tensor * src); diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 3cc318a9c..479b3fad4 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -2545,6 +2545,41 @@ struct test_scale : public test_case { } }; +// GGML_OP_SCALE + GGML_UNARY_OP_TANH + GGML_OP_SCALE +struct test_softcap : public test_case { + const ggml_type type; + const std::array ne; + float softcap; + + std::string op_desc(ggml_tensor * t) override { + GGML_UNUSED(t); + return "SOFTCAP"; + } + + bool run_whole_graph() override { return true; } + + std::string vars() override { + return VARS_TO_STR3(type, ne, softcap); + } + + test_softcap(ggml_type type = GGML_TYPE_F32, + std::array ne = {10, 10, 10, 10}, + float softcap = 30.0f) + : type(type), ne(ne), softcap(softcap) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); + + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * out = ggml_scale(ctx, ggml_tanh(ctx, ggml_scale(ctx, a, 1.0f / softcap)), softcap); + ggml_set_name(out, "out"); + + return out; + } +}; + // GGML_OP_SILU_BACK struct test_silu_back : public test_case { const ggml_type type; @@ -5421,6 +5456,7 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_add1()); test_cases.emplace_back(new test_scale()); test_cases.emplace_back(new test_scale(GGML_TYPE_F32, {10, 10, 10, 10}, 2.0f, 1.0f)); + test_cases.emplace_back(new test_softcap(GGML_TYPE_F32, {10, 10, 10, 10}, 50.0f)); test_cases.emplace_back(new test_silu_back()); for (float eps : {0.0f, 1e-6f, 1e-4f, 1e-1f}) { From 204f2cf168dc01ca7b200b1510e0ff585ca9a92e Mon Sep 17 00:00:00 2001 From: hipudding Date: Tue, 29 Jul 2025 22:36:43 +0800 Subject: [PATCH 09/17] CANN: Add ggml_set_rows (#14943) --- ggml/src/ggml-cann/aclnn_ops.cpp | 154 ++++++++++++++++++++++++------- ggml/src/ggml-cann/aclnn_ops.h | 16 +++- ggml/src/ggml-cann/ggml-cann.cpp | 19 ++-- 3 files changed, 147 insertions(+), 42 deletions(-) diff --git a/ggml/src/ggml-cann/aclnn_ops.cpp b/ggml/src/ggml-cann/aclnn_ops.cpp index d616c491a..316055193 100755 --- a/ggml/src/ggml-cann/aclnn_ops.cpp +++ b/ggml/src/ggml-cann/aclnn_ops.cpp @@ -68,6 +68,8 @@ #include #include #include +#include +#include #include #include @@ -1614,50 +1616,97 @@ void ggml_cann_softmax(ggml_backend_cann_context& ctx, ggml_tensor* dst) { } /** - * @brief Performs embedding operation on a 4D tensor using the CANN backend. + * @brief Performs index select operation on a 4D tensor using the CANN backend. * - * This function extracts slices from the source tensor (`src_buffer`), - * index tensor (`index`), and destination tensor (`dst`), and performs an - * embedding operation on them. The embedding operation is applied by iterating - * over the last two dimensions of the source tensor, creating the necessary - * tensors for the source, index, and output, and executing the embedding operation. + * This function applies the `IndexSelect` operation along a specific dimension + * of the source tensor (`src_buffer`) using the indices from the index tensor (`index`). + * It iterates over the last two dimensions of the source tensor, creates the corresponding + * CANN tensors for the source, index, and output slices, and executes the `IndexSelect` + * operation for each slice. * * @param ctx The context for CANN backend operations. - * @param src_buffer The source buffer holding the data for the source tensor. + * @param src_buffer The source buffer containing the 4D input tensor data. * @param src_ne The dimensions of the source tensor. * @param src_nb The strides (byte offsets) of the source tensor. - * @param index The index tensor used in the embedding operation. - * @param dst The destination tensor where the result will be stored. + * @param dst_buffer The destination buffer where the output tensor data will be written. + * @param dst_ne The dimensions of the destination tensor. + * @param dst_nb The strides (byte offsets) of the destination tensor. + * @param index The index tensor specifying the indices to select from the source tensor. + * @param type The data type of the source and destination tensors. */ -static void aclnn_embedding_4d(ggml_backend_cann_context& ctx, void* src_buffer, - int64_t* src_ne, size_t* src_nb, ggml_tensor* index, - ggml_tensor* dst) { +static void aclnn_index_select_4d(ggml_backend_cann_context& ctx, + void* src_buffer,int64_t* src_ne, size_t* src_nb, + void* dst_buffer, int64_t* dst_ne, size_t* dst_nb, + ggml_tensor* index, ggml_type type) { for (int64_t i = 0; i < src_ne[3]; i++) { for (int64_t j = 0; j < src_ne[2]; j++) { // src - int64_t acl_src_ne[2] = {src_ne[0], src_ne[1]}; - size_t acl_src_nb[2] = {src_nb[0], src_nb[1]}; aclTensor* acl_src_tensor = ggml_cann_create_tensor( (char*)src_buffer + i * src_nb[3] + j * src_nb[2], - ggml_cann_type_mapping(dst->type), ggml_element_size(dst), - acl_src_ne, acl_src_nb, 2); + ggml_cann_type_mapping(type), ggml_type_size(type), + src_ne, src_nb, 2); // index - int64_t acl_index_ne[1] = {index->ne[0]}; - size_t acl_index_nb[1] = {index->nb[0]}; aclTensor* acl_index = ggml_cann_create_tensor( - (char*)index->data + i * index->nb[2] + j * index->nb[1], + (char*)index->data + (i % index->ne[2]) * index->nb[2] + (j % index->ne[1]) * index->nb[1], ggml_cann_type_mapping(index->type), ggml_element_size(index), - acl_index_ne, acl_index_nb, 1); + index->ne, index->nb, 1); // out - int64_t acl_out_ne[2] = {dst->ne[0], dst->ne[1]}; - size_t acl_out_nb[2] = {dst->nb[0], dst->nb[1]}; aclTensor* acl_out = ggml_cann_create_tensor( - (char*)dst->data + i * dst->nb[3] + j * dst->nb[2], - ggml_cann_type_mapping(dst->type), ggml_element_size(dst), - acl_out_ne, acl_out_nb, 2); - GGML_CANN_CALL_ACLNN_OP(ctx, Embedding, acl_src_tensor, acl_index, acl_out); + (char*)dst_buffer + i * dst_nb[3] + j * dst_nb[2], + ggml_cann_type_mapping(type), ggml_type_size(type), + dst_ne, dst_nb, 2); + GGML_CANN_CALL_ACLNN_OP(ctx, IndexSelect, acl_src_tensor, 0, acl_index, acl_out); + ggml_cann_release_resources(ctx, acl_src_tensor, acl_index, acl_out); + } + } +} + +/** + * @brief Performs inplace index copy operation on a 4D tensor using the CANN backend. + * + * This function applies the `IndexCopy` operation along a specific dimension of the + * destination tensor (`dst_buffer`) by copying elements from the source tensor (`src_buffer`) + * to positions specified by the index tensor (`index`). + * It iterates over the last two dimensions of the tensors, creates the corresponding + * CANN tensors for source, index, and destination slices, and performs the index copy + * operation for each slice. + * + * @param ctx The context for CANN backend operations. + * @param src_buffer The source buffer containing the 4D input tensor data to be copied. + * @param src_ne The dimensions of the source tensor. + * @param src_nb The strides (byte offsets) of the source tensor. + * @param dst_buffer The destination buffer where values will be copied to. + * @param dst_ne The dimensions of the destination tensor. + * @param dst_nb The strides (byte offsets) of the destination tensor. + * @param index The index tensor specifying target positions in the destination tensor. + * @param type The data type of the source and destination tensors. + */ +static void aclnn_index_copy_4d(ggml_backend_cann_context& ctx, + void* src_buffer,int64_t* src_ne, size_t* src_nb, + void* dst_buffer, int64_t* dst_ne, size_t* dst_nb, + ggml_tensor* index, ggml_type type) { + for (int64_t i = 0; i < src_ne[3]; i++) { + for (int64_t j = 0; j < src_ne[2]; j++) { + // src + aclTensor* acl_src_tensor = ggml_cann_create_tensor( + (char*)src_buffer + i * src_nb[3] + j * src_nb[2], + ggml_cann_type_mapping(type), ggml_type_size(type), + src_ne, src_nb, 2); + + // index + aclTensor* acl_index = ggml_cann_create_tensor( + (char*)index->data + (i % index->ne[2]) * index->nb[2] + (j % index->ne[1]) * index->nb[1], + ggml_cann_type_mapping(index->type), ggml_element_size(index), + index->ne, index->nb, 1); + + // out + aclTensor* acl_out = ggml_cann_create_tensor( + (char*)dst_buffer + i * dst_nb[3] + j * dst_nb[2], + ggml_cann_type_mapping(type), ggml_type_size(type), + dst_ne, dst_nb, 2); + GGML_CANN_CALL_ACLNN_OP(ctx, InplaceIndexCopy, acl_out, 0, acl_index, acl_src_tensor); ggml_cann_release_resources(ctx, acl_src_tensor, acl_index, acl_out); } } @@ -1669,8 +1718,9 @@ void ggml_cann_get_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst) { switch (src0->type) { case GGML_TYPE_F32: { - aclnn_embedding_4d(ctx, src0->data, src0->ne, src0->nb, src1, - dst); + aclnn_index_select_4d(ctx, src0->data, src0->ne, src0->nb, + dst->data, dst->ne, dst->nb, + src1, dst->type); break; } case GGML_TYPE_F16: { @@ -1687,8 +1737,9 @@ void ggml_cann_get_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst) { src_trans_buffer, ACL_FLOAT, ggml_type_size(dst->type), src0->ne, src_trans_nb, GGML_MAX_DIMS); aclnn_cast(ctx, acl_src0, src_trans_tensor, ggml_cann_type_mapping(dst->type)); - aclnn_embedding_4d(ctx, src_trans_buffer, src0->ne, - src_trans_nb, src1, dst); + aclnn_index_select_4d(ctx, src_trans_buffer, src0->ne, src_trans_nb, + dst->data, dst->ne, dst->nb, + src1, dst->type); ggml_cann_release_resources(ctx, acl_src0, src_trans_tensor); break; } @@ -1748,8 +1799,10 @@ void ggml_cann_get_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst) { dequant_nb[i] = dequant_nb[i - 1] * src0->ne[i - 1]; } - aclnn_embedding_4d(ctx, dequant_buffer_allocator.get(), - dequant_ne, dequant_nb, src1, dst); + aclnn_index_select_4d(ctx, dequant_buffer_allocator.get(), + dequant_ne, dequant_nb, + dst->data, dst->ne, dst->nb, + src1, dst->type); ggml_cann_release_resources(ctx, dequant_tensor); break; @@ -1760,6 +1813,43 @@ void ggml_cann_get_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst) { } } +void ggml_cann_set_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst) { + ggml_tensor* src0 = dst->src[0]; // src + ggml_tensor* src1 = dst->src[1]; // index + + switch (dst->type) { + case GGML_TYPE_F32: { + aclnn_index_copy_4d(ctx, src0->data, src0->ne, src0->nb, + dst->data, dst->ne, dst->nb, + src1, dst->type); + break; + } + case GGML_TYPE_F16: { + aclTensor* acl_src0 = ggml_cann_create_tensor(src0); + ggml_cann_pool_alloc src_buffer_allocator( + ctx.pool(), ggml_nelements(src0) * sizeof(uint16_t)); + void* src_trans_buffer = src_buffer_allocator.get(); + size_t src_trans_nb[GGML_MAX_DIMS]; + src_trans_nb[0] = sizeof(uint16_t); + for (int i = 1; i < GGML_MAX_DIMS; i++) { + src_trans_nb[i] = src_trans_nb[i - 1] * src0->ne[i - 1]; + } + aclTensor* src_trans_tensor = ggml_cann_create_tensor( + src_trans_buffer, ACL_FLOAT16, ggml_type_size(dst->type), + src0->ne, src_trans_nb, GGML_MAX_DIMS); + aclnn_cast(ctx, acl_src0, src_trans_tensor, ggml_cann_type_mapping(dst->type)); + aclnn_index_copy_4d(ctx, src_trans_buffer, src0->ne, src_trans_nb, + dst->data, dst->ne, dst->nb, + src1, dst->type); + ggml_cann_release_resources(ctx, acl_src0, src_trans_tensor); + break; + } + default: + GGML_ABORT("Unsupported tensor type for GGML_OP_SET_ROWS"); + break; + } +} + /** * @brief Repeats elements of a tensor along a specified dimension. * diff --git a/ggml/src/ggml-cann/aclnn_ops.h b/ggml/src/ggml-cann/aclnn_ops.h index 8deaf7ea1..5c510cc99 100755 --- a/ggml/src/ggml-cann/aclnn_ops.h +++ b/ggml/src/ggml-cann/aclnn_ops.h @@ -424,15 +424,25 @@ void ggml_cann_softmax(ggml_backend_cann_context& ctx, ggml_tensor* dst); * * @details This function retrieves rows from a source tensor src0 according to * the indices provided in another tensor src1 and stores the result in - * a destination tensor (\p dst). It supports different data types - * including F32, F16, Q4_0, and Q8_0. + * a destination tensor (\p dst). * * @param ctx The backend CANN context for executing operations. * @param dst The destination tensor where the extracted rows will be stored. - * dst->op is `GGML_OP_GET_ROWS`. */ void ggml_cann_get_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst); +/** + * @brief Writes specific rows into a tensor at positions specified by indices. + * + * @details This function copies rows from a source tensor into a destination + * tensor (\p dst) at the positions indicated by the indices in another + * tensor. + * + * @param ctx The backend CANN context for executing operations. + * @param dst The destination tensor where the specified rows will be updated. + */ +void ggml_cann_set_rows(ggml_backend_cann_context& ctx, ggml_tensor* dst); + /** * @brief Executes matrix multiplication for the given tensor. * diff --git a/ggml/src/ggml-cann/ggml-cann.cpp b/ggml/src/ggml-cann/ggml-cann.cpp index c6edb6b61..4dac2e8b7 100755 --- a/ggml/src/ggml-cann/ggml-cann.cpp +++ b/ggml/src/ggml-cann/ggml-cann.cpp @@ -1659,6 +1659,9 @@ static bool ggml_cann_compute_forward(ggml_backend_cann_context& ctx, case GGML_OP_GET_ROWS: ggml_cann_get_rows(ctx, dst); break; + case GGML_OP_SET_ROWS: + ggml_cann_set_rows(ctx, dst); + break; case GGML_OP_DUP: ggml_cann_dup(ctx, dst); break; @@ -2191,13 +2194,15 @@ static bool ggml_backend_cann_supports_op(ggml_backend_dev_t dev, return false; } } break; - case GGML_OP_SET_ROWS: - { - // TODO: add support - // ref: https://github.com/ggml-org/llama.cpp/pull/14274 -#pragma message("TODO: implement F32, F16, BF16, Q4_0, Q4_1, Q5_0, Q5_1, Q8_0, IQ4_NL support (https://github.com/ggml-org/llama.cpp/pull/14661)") - return false; - } break; + case GGML_OP_SET_ROWS: { + switch (op->type) { + case GGML_TYPE_F32: + case GGML_TYPE_F16: + return true; + default: + return false; + } + } break; case GGML_OP_CPY: { ggml_tensor *src = op->src[0]; if ((op->type != GGML_TYPE_F32 && op->type != GGML_TYPE_F16) || From 1a67fcc30677e96dda76bb1b290788e7d8852b51 Mon Sep 17 00:00:00 2001 From: kallewoof Date: Wed, 30 Jul 2025 00:05:38 +0900 Subject: [PATCH 10/17] common : avoid logging partial messages (which can contain broken UTF-8 sequences) (#14937) * bug-fix: don't attempt to log partial parsed messages to avoid crash due to unfinished UTF-8 sequences --- common/chat.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/common/chat.cpp b/common/chat.cpp index 114dbfccd..0c777d7a7 100644 --- a/common/chat.cpp +++ b/common/chat.cpp @@ -1944,6 +1944,8 @@ common_chat_msg common_chat_parse(const std::string & input, bool is_partial, co } } auto msg = builder.result(); - LOG_DBG("Parsed message: %s\n", common_chat_msgs_to_json_oaicompat({msg}).at(0).dump().c_str()); + if (!is_partial) { + LOG_DBG("Parsed message: %s\n", common_chat_msgs_to_json_oaicompat({msg}).at(0).dump().c_str()); + } return msg; } From c7aa1364fd59b2ac06fd9e0a719253d968472dc3 Mon Sep 17 00:00:00 2001 From: uvos Date: Tue, 29 Jul 2025 17:43:43 +0200 Subject: [PATCH 11/17] HIP: Ignore unsupported unroll transformation in fattn-vec (#14931) llvm with the amdgcn target dose not support unrolling loops with conditional break statements, when those statements can not be resolved at compile time. Similar to other places in GGML lets simply ignore this warning. --- ggml/src/ggml-cuda/fattn-vec-f16.cuh | 9 +++++++++ ggml/src/ggml-cuda/fattn-vec-f32.cuh | 9 +++++++++ 2 files changed, 18 insertions(+) diff --git a/ggml/src/ggml-cuda/fattn-vec-f16.cuh b/ggml/src/ggml-cuda/fattn-vec-f16.cuh index 109253838..afef815ce 100644 --- a/ggml/src/ggml-cuda/fattn-vec-f16.cuh +++ b/ggml/src/ggml-cuda/fattn-vec-f16.cuh @@ -1,6 +1,12 @@ #include "common.cuh" #include "fattn-common.cuh" +// Currenlty llvm with the amdgcn target dose not support unrolling loops +// that contain a break that can not be resolved at compile time. +#ifdef __clang__ +#pragma clang diagnostic push +#pragma clang diagnostic ignored "-Wpass-failed" +#endif // __clang__ template // D == head size #ifndef GGML_USE_HIP __launch_bounds__(D, 1) @@ -341,6 +347,9 @@ static __global__ void flash_attn_vec_ext_f16( NO_DEVICE_CODE; #endif // defined(FLASH_ATTN_AVAILABLE) && defined(FP16_AVAILABLE) } +#ifdef __clang__ +#pragma clang diagnostic pop +#endif // __clang__ template void ggml_cuda_flash_attn_ext_vec_f16_case_impl(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { diff --git a/ggml/src/ggml-cuda/fattn-vec-f32.cuh b/ggml/src/ggml-cuda/fattn-vec-f32.cuh index 2cf2e408e..3595e2969 100644 --- a/ggml/src/ggml-cuda/fattn-vec-f32.cuh +++ b/ggml/src/ggml-cuda/fattn-vec-f32.cuh @@ -1,6 +1,12 @@ #include "common.cuh" #include "fattn-common.cuh" +// Currenlty llvm with the amdgcn target dose not support unrolling loops +// that contain a break that can not be resolved at compile time. +#ifdef __clang__ +#pragma clang diagnostic push +#pragma clang diagnostic ignored "-Wpass-failed" +#endif // __clang__ template // D == head size #ifndef GGML_USE_HIP __launch_bounds__(D, 1) @@ -336,6 +342,9 @@ static __global__ void flash_attn_vec_ext_f32( NO_DEVICE_CODE; #endif // FLASH_ATTN_AVAILABLE } +#ifdef __clang__ +#pragma clang diagnostic pop +#endif // __clang__ template void ggml_cuda_flash_attn_ext_vec_f32_case_impl(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { From b77d11179d7efe68ce5c913006f2ef9ee17cc8f7 Mon Sep 17 00:00:00 2001 From: uvos Date: Tue, 29 Jul 2025 17:44:30 +0200 Subject: [PATCH 12/17] HIP: add GGML_HIP_MMQ_MFMA option to allow disableing the MFMA path. (#14930) This is useful for testing for regressions on GCN with CDNA hardware. With GGML_HIP_MMQ_MFMA=Off and GGML_CUDA_FORCE_MMQ=On we can conveniently test the GCN code path on CDNA. As CDNA is just GCN renamed with MFMA added and limited use ACC registers, this provides a good alternative for regression testing when GCN hardware is not available. --- ggml/CMakeLists.txt | 1 + ggml/src/ggml-cuda/common.cuh | 8 ++++++-- ggml/src/ggml-hip/CMakeLists.txt | 4 ++++ 3 files changed, 11 insertions(+), 2 deletions(-) diff --git a/ggml/CMakeLists.txt b/ggml/CMakeLists.txt index 20467c54d..231250efc 100644 --- a/ggml/CMakeLists.txt +++ b/ggml/CMakeLists.txt @@ -174,6 +174,7 @@ option(GGML_HIP_GRAPHS "ggml: use HIP graph, experimental, option(GGML_HIP_NO_VMM "ggml: do not try to use HIP VMM" ON) option(GGML_HIP_ROCWMMA_FATTN "ggml: enable rocWMMA for FlashAttention" OFF) option(GGML_HIP_FORCE_ROCWMMA_FATTN_GFX12 "ggml: enable rocWMMA FlashAttention on GFX12" OFF) +option(GGML_HIP_MMQ_MFMA "ggml: enable MFMA MMA for CDNA in MMQ" ON) option(GGML_MUSA_GRAPHS "ggml: use MUSA graph, experimental, unstable" OFF) option(GGML_MUSA_MUDNN_COPY "ggml: enable muDNN for accelerated copy" OFF) option(GGML_VULKAN "ggml: use Vulkan" OFF) diff --git a/ggml/src/ggml-cuda/common.cuh b/ggml/src/ggml-cuda/common.cuh index cdc3bb5ae..19fcc5982 100644 --- a/ggml/src/ggml-cuda/common.cuh +++ b/ggml/src/ggml-cuda/common.cuh @@ -227,7 +227,7 @@ typedef float2 dfloat2; #define FP16_MMA_AVAILABLE #endif // defined(GGML_HIP_ROCWMMA_FATTN) && (defined(CDNA) || defined(RDNA3) || (defined(GGML_HIP_ROCWMMA_FATTN_GFX12) && defined(RDNA4))) -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && defined(CDNA3) +#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && defined(CDNA3) && !defined(GGML_HIP_NO_MMQ_MFMA) #define AMD_MFMA_AVAILABLE #endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && defined(CDNA3) @@ -295,7 +295,11 @@ static bool fp32_mma_hardware_available(const int cc) { // AMD CDNA3 matrix cores.. Will add support for other CDNA generations later. static bool amd_mfma_available(const int cc) { - return cc >= GGML_CUDA_CC_OFFSET_AMD && GGML_CUDA_CC_IS_CDNA3(cc); +#if !defined(GGML_HIP_NO_MMQ_MFMA) + return GGML_CUDA_CC_IS_CDNA3(cc); +#else + return false; +#endif //!defined(GGML_HIP_NO_MMQ_MFMA) } // Volta technically had FP16 tensor cores but they work very differently compared to Turing and later. diff --git a/ggml/src/ggml-hip/CMakeLists.txt b/ggml/src/ggml-hip/CMakeLists.txt index e29df9856..e92ec7faa 100644 --- a/ggml/src/ggml-hip/CMakeLists.txt +++ b/ggml/src/ggml-hip/CMakeLists.txt @@ -113,6 +113,10 @@ if (GGML_HIP_ROCWMMA_FATTN) add_compile_definitions(GGML_HIP_ROCWMMA_FATTN) endif() +if (NOT GGML_HIP_MMQ_MFMA) + add_compile_definitions(GGML_HIP_NO_MMQ_MFMA) +endif() + if (GGML_HIP_FORCE_ROCWMMA_FATTN_GFX12 OR ${hip_VERSION} VERSION_GREATER_EQUAL 7.0) add_compile_definitions(GGML_HIP_ROCWMMA_FATTN_GFX12) endif() From aa79524c51fb014f8df17069d31d7c44b9ea6cb8 Mon Sep 17 00:00:00 2001 From: uvos Date: Tue, 29 Jul 2025 20:23:04 +0200 Subject: [PATCH 13/17] HIP: remove the use of __HIP_PLATFORM_AMD__, explicitly support only AMD targets (#14945) --- ggml/src/ggml-cuda/common.cuh | 50 ++++++++++++++-------------- ggml/src/ggml-cuda/fattn-common.cuh | 4 +-- ggml/src/ggml-cuda/fattn-mma-f16.cuh | 8 ++--- ggml/src/ggml-cuda/fattn-tile-f16.cu | 4 +-- ggml/src/ggml-cuda/fattn-tile-f32.cu | 4 +-- ggml/src/ggml-cuda/fattn-wmma-f16.cu | 8 ++--- ggml/src/ggml-cuda/ggml-cuda.cu | 10 +++--- ggml/src/ggml-cuda/mma.cuh | 4 +-- ggml/src/ggml-cuda/mmq.cuh | 26 +++++++-------- ggml/src/ggml-cuda/vendors/hip.h | 14 ++++---- 10 files changed, 67 insertions(+), 65 deletions(-) diff --git a/ggml/src/ggml-cuda/common.cuh b/ggml/src/ggml-cuda/common.cuh index 19fcc5982..44daafbf7 100644 --- a/ggml/src/ggml-cuda/common.cuh +++ b/ggml/src/ggml-cuda/common.cuh @@ -176,7 +176,7 @@ static const char * cu_get_error_str(CUresult err) { #define CU_CHECK(err) CUDA_CHECK_GEN(err, CUDA_SUCCESS, cu_get_error_str) #endif -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && !defined(GGML_USE_MUSA) +#if !defined(GGML_USE_HIP) && !defined(GGML_USE_MUSA) # define CUDA_SET_SHARED_MEMORY_LIMIT(kernel, nbytes) \ do { \ static bool shared_memory_limit_raised[GGML_CUDA_MAX_DEVICES] = { false }; \ @@ -191,7 +191,7 @@ static const char * cu_get_error_str(CUresult err) { do { \ GGML_UNUSED(nbytes); \ } while (0) -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && !defined(GGML_USE_MUSA) +#endif // !(defined(GGML_USE_HIP) && !defined(GGML_USE_MUSA) #if CUDART_VERSION >= 11010 || defined(GGML_USE_MUSA) #define GGML_CUDA_ASSUME(x) __builtin_assume(x) @@ -211,9 +211,9 @@ typedef float2 dfloat2; #define GGML_USE_VMM #endif // (!defined(GGML_USE_HIP) && !defined(GGML_CUDA_NO_VMM)) || (defined(GGML_USE_HIP) && !defined(GGML_HIP_NO_VMM)) -#if (defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) || __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL +#if defined(GGML_USE_HIP) || __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL #define FP16_AVAILABLE -#endif // (defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) || __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL +#endif // defined(GGML_USE_HIP) || __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL #if defined(FP16_AVAILABLE) && __CUDA_ARCH__ != 610 #define FAST_FP16_AVAILABLE @@ -227,17 +227,17 @@ typedef float2 dfloat2; #define FP16_MMA_AVAILABLE #endif // defined(GGML_HIP_ROCWMMA_FATTN) && (defined(CDNA) || defined(RDNA3) || (defined(GGML_HIP_ROCWMMA_FATTN_GFX12) && defined(RDNA4))) -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && defined(CDNA3) && !defined(GGML_HIP_NO_MMQ_MFMA) +#if defined(GGML_USE_HIP) && defined(CDNA3) && !defined(GGML_HIP_NO_MMQ_MFMA) #define AMD_MFMA_AVAILABLE -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && defined(CDNA3) +#endif // defined(GGML_USE_HIP) && defined(CDNA3) && !defined(GGML_HIP_NO_MMQ_MFMA) -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_TURING +#if !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_TURING #define NEW_MMA_AVAILABLE -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_TURING +#endif // !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_TURING -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE +#if !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE #define CP_ASYNC_AVAILABLE -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE +#endif // !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE #if !defined(GGML_CUDA_NO_FA) && !(defined(GGML_USE_MUSA) && __MUSA_ARCH__ < 220) #define FLASH_ATTN_AVAILABLE @@ -259,7 +259,7 @@ static bool fast_fp16_hardware_available(const int cc) { // Any FP16 tensor core instructions are available for ggml code. static bool fp16_mma_available(const int cc) { -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && !defined(GGML_HIP_ROCWMMA_FATTN) +#if defined(GGML_USE_HIP) && !defined(GGML_HIP_ROCWMMA_FATTN) return false; #else if ((GGML_CUDA_CC_IS_NVIDIA(cc) && ggml_cuda_highest_compiled_arch(cc) >= GGML_CUDA_CC_VOLTA) || @@ -275,7 +275,7 @@ static bool fp16_mma_available(const int cc) { } else { return false; } -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && !defined(GGML_HIP_ROCWMMA_FATTN) +#endif // defined(GGML_USE_HIP) && !defined(GGML_HIP_ROCWMMA_FATTN) } // To be used for feature selection of external libraries, e.g. cuBLAS. @@ -312,25 +312,25 @@ static bool cp_async_available(const int cc) { } static constexpr __device__ int ggml_cuda_get_physical_warp_size() { -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && (defined(__GFX9__) || defined(__GFX8__)) +#if defined(GGML_USE_HIP) && (defined(__GFX9__) || defined(__GFX8__)) return 64; #else return 32; -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && (defined(__GFX9__) || defined(__GFX8__)) +#endif // defined(GGML_USE_HIP) && (defined(__GFX9__) || defined(__GFX8__)) } [[noreturn]] static __device__ void no_device_code( const char * file_name, const int line, const char * function_name, const int arch, const char * arch_list) { -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) printf("%s:%d: ERROR: HIP kernel %s has no device code compatible with HIP arch %d.\n", file_name, line, function_name, arch); GGML_UNUSED(arch_list); #else printf("%s:%d: ERROR: CUDA kernel %s has no device code compatible with CUDA arch %d. ggml-cuda.cu was compiled for: %s\n", file_name, line, function_name, arch, arch_list); -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) __trap(); GGML_UNUSED(no_device_code); // suppress unused function warning @@ -367,7 +367,7 @@ struct ggml_cuda_unroll<1> { template static __device__ __forceinline__ int warp_reduce_sum(int x) { -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE +#if !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE return __reduce_add_sync(0xffffffff, x); #else #pragma unroll @@ -375,7 +375,7 @@ static __device__ __forceinline__ int warp_reduce_sum(int x) { x += __shfl_xor_sync(0xffffffff, x, offset, width); } return x; -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE +#endif // !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_AMPERE } template @@ -444,11 +444,11 @@ static __device__ __forceinline__ float warp_reduce_max(float x) { static __device__ __forceinline__ half ggml_cuda_hmax(const half a, const half b) { #ifdef FP16_AVAILABLE -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && CUDART_VERSION < CUDART_HMAX +#if !defined(GGML_USE_HIP) && CUDART_VERSION < CUDART_HMAX return __float2half(fmaxf(__half2float(a), __half2float(b))); #else return __hmax(a, b); -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && CUDART_VERSION < CUDART_HMAX +#endif // !defined(GGML_USE_HIP) && CUDART_VERSION < CUDART_HMAX #else NO_DEVICE_CODE; @@ -476,7 +476,7 @@ static __device__ __forceinline__ half2 ggml_cuda_hmax2(const half2 a, const hal template static __device__ __forceinline__ half2 warp_reduce_max(half2 x) { -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL || (defined(GGML_USE_HIP) && HIP_VERSION >= 50700000) +#if !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL || (defined(GGML_USE_HIP) && HIP_VERSION >= 50700000) #pragma unroll for (int offset = width/2; offset > 0; offset >>= 1) { x = ggml_cuda_hmax2(x, __shfl_xor_sync(0xffffffff, x, offset, width)); @@ -485,7 +485,7 @@ static __device__ __forceinline__ half2 warp_reduce_max(half2 x) { #else GGML_UNUSED(x); NO_DEVICE_CODE; -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL || (defined(GGML_USE_HIP) && HIP_VERSION >= 50700000) +#endif // !defined(GGML_USE_HIP) && __CUDA_ARCH__ >= GGML_CUDA_CC_PASCAL || (defined(GGML_USE_HIP) && HIP_VERSION >= 50700000) } #if CUDART_VERSION < CUDART_HMASK @@ -497,7 +497,7 @@ static __device__ __forceinline__ uint32_t __hgt2_mask(const half2 a, const half #endif // CUDART_VERSION < CUDART_HMASK static __device__ __forceinline__ int ggml_cuda_dp4a(const int a, const int b, int c) { -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) #if defined(CDNA) || defined(RDNA2) || defined(__gfx906__) c = __builtin_amdgcn_sdot4(a, b, c, false); #elif defined(RDNA3) || defined(RDNA4) @@ -523,7 +523,7 @@ static __device__ __forceinline__ int ggml_cuda_dp4a(const int a, const int b, i #endif return c; -#else // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#else // defined(GGML_USE_HIP) #if __CUDA_ARCH__ >= GGML_CUDA_CC_DP4A || defined(GGML_USE_MUSA) return __dp4a(a, b, c); @@ -533,7 +533,7 @@ static __device__ __forceinline__ int ggml_cuda_dp4a(const int a, const int b, i return c + a8[0]*b8[0] + a8[1]*b8[1] + a8[2]*b8[2] + a8[3]*b8[3]; #endif // __CUDA_ARCH__ >= GGML_CUDA_CC_DP4A || defined(GGML_USE_MUSA) -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) } typedef void (*dequantize_kernel_t)(const void * vx, const int64_t ib, const int iqs, dfloat2 & v); diff --git a/ggml/src/ggml-cuda/fattn-common.cuh b/ggml/src/ggml-cuda/fattn-common.cuh index 95e704e39..0cc74f284 100644 --- a/ggml/src/ggml-cuda/fattn-common.cuh +++ b/ggml/src/ggml-cuda/fattn-common.cuh @@ -592,9 +592,9 @@ static __global__ void flash_attn_stream_k_fixup( } template // D == head size -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#if !defined(GGML_USE_HIP) __launch_bounds__(D, 1) -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#endif // !(defined(GGML_USE_HIP) static __global__ void flash_attn_combine_results( const float * __restrict__ VKQ_parts, const float2 * __restrict__ VKQ_meta, diff --git a/ggml/src/ggml-cuda/fattn-mma-f16.cuh b/ggml/src/ggml-cuda/fattn-mma-f16.cuh index 83cf872f6..8e847d361 100644 --- a/ggml/src/ggml-cuda/fattn-mma-f16.cuh +++ b/ggml/src/ggml-cuda/fattn-mma-f16.cuh @@ -1391,24 +1391,24 @@ void ggml_cuda_flash_attn_ext_mma_f16_case(ggml_backend_cuda_context & ctx, ggml constexpr bool use_logit_softcap = false; fattn_kernel = flash_attn_ext_f16; -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && !defined(GGML_USE_MUSA) +#if !defined(GGML_USE_HIP) && !defined(GGML_USE_MUSA) static bool shared_memory_limit_raised[GGML_CUDA_MAX_DEVICES] = {false}; if (!shared_memory_limit_raised[id]) { CUDA_CHECK(cudaFuncSetAttribute(fattn_kernel, cudaFuncAttributeMaxDynamicSharedMemorySize, nbytes_shared_total)); shared_memory_limit_raised[id] = true; } -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && !defined(GGML_USE_MUSA) +#endif // !defined(GGML_USE_HIP) && !defined(GGML_USE_MUSA) } else { constexpr bool use_logit_softcap = true; fattn_kernel = flash_attn_ext_f16; -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && !defined(GGML_USE_MUSA) +#if !defined(GGML_USE_HIP) && !defined(GGML_USE_MUSA) static bool shared_memory_limit_raised[GGML_CUDA_MAX_DEVICES] = {false}; if (!shared_memory_limit_raised[id]) { CUDA_CHECK(cudaFuncSetAttribute(fattn_kernel, cudaFuncAttributeMaxDynamicSharedMemorySize, nbytes_shared_total)); shared_memory_limit_raised[id] = true; } -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) && !defined(GGML_USE_MUSA) +#endif // !defined(GGML_USE_HIP) && !defined(GGML_USE_MUSA) } launch_fattn diff --git a/ggml/src/ggml-cuda/fattn-tile-f16.cu b/ggml/src/ggml-cuda/fattn-tile-f16.cu index 7661c21ef..678288c13 100644 --- a/ggml/src/ggml-cuda/fattn-tile-f16.cu +++ b/ggml/src/ggml-cuda/fattn-tile-f16.cu @@ -5,9 +5,9 @@ #define FATTN_KQ_STRIDE_TILE_F16 64 template // D == head size -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#if !defined(GGML_USE_HIP) __launch_bounds__(nwarps*WARP_SIZE, 2) -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#endif // !defined(GGML_USE_HIP) static __global__ void flash_attn_tile_ext_f16( const char * __restrict__ Q, const char * __restrict__ K, diff --git a/ggml/src/ggml-cuda/fattn-tile-f32.cu b/ggml/src/ggml-cuda/fattn-tile-f32.cu index 11778bb96..bc283d9a7 100644 --- a/ggml/src/ggml-cuda/fattn-tile-f32.cu +++ b/ggml/src/ggml-cuda/fattn-tile-f32.cu @@ -5,9 +5,9 @@ #define FATTN_KQ_STRIDE_TILE_F32 32 template // D == head size -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#if !defined(GGML_USE_HIP) __launch_bounds__(nwarps*WARP_SIZE, 2) -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#endif // !defined(GGML_USE_HIP) static __global__ void flash_attn_tile_ext_f32( const char * __restrict__ Q, const char * __restrict__ K, diff --git a/ggml/src/ggml-cuda/fattn-wmma-f16.cu b/ggml/src/ggml-cuda/fattn-wmma-f16.cu index c9b083bed..f4393ec57 100644 --- a/ggml/src/ggml-cuda/fattn-wmma-f16.cu +++ b/ggml/src/ggml-cuda/fattn-wmma-f16.cu @@ -7,7 +7,7 @@ #include "fattn-wmma-f16.cuh" #ifdef FP16_MMA_AVAILABLE -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#if !defined(GGML_USE_HIP) #include #ifdef GGML_USE_MUSA namespace wmma = mtmusa::wmma; @@ -18,7 +18,7 @@ namespace wmma = nvcuda::wmma; #undef HIP_ENABLE_WARP_SYNC_BUILTINS // conflicts with rocWMMA headers #include namespace wmma = rocwmma; -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#endif // !defined(GGML_USE_HIP) #endif // FP16_MMA_AVAILABLE // D == head size, VKQ_stride == num VKQ rows calculated in parallel: @@ -546,7 +546,7 @@ void ggml_cuda_flash_attn_ext_wmma_f16(ggml_backend_cuda_context & ctx, ggml_ten return; } -#if !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#if !defined(GGML_USE_HIP) if (Q->ne[1] <= 8 && Q->ne[0] % warp_size == 0) { constexpr int cols_per_block = 8; switch (Q->ne[0]) { @@ -568,7 +568,7 @@ void ggml_cuda_flash_attn_ext_wmma_f16(ggml_backend_cuda_context & ctx, ggml_ten } return; } -#endif // !(defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__)) +#endif // !defined(GGML_USE_HIP) if (Q->ne[1] <= 32) { constexpr int cols_per_block = 16; diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 819c2be78..517927946 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -128,7 +128,7 @@ static cudaError_t ggml_cuda_device_malloc(void ** ptr, size_t size, int device) return err; } -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) static int ggml_cuda_parse_id(char devName[]) { // A list of possible Target IDs can be found under the rocclr/clr repo in device.cpp // these values are not stable so this is susceptible to breakage @@ -175,10 +175,10 @@ static int ggml_cuda_parse_id(char devName[]) { archNum += archMinor; return archNum; } -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) static ggml_cuda_device_info ggml_cuda_init() { -#ifdef __HIP_PLATFORM_AMD__ +#if defined(GGML_USE_HIP) // Workaround for a rocBLAS bug when using multiple graphics cards: // https://github.com/ROCmSoftwarePlatform/rocBLAS/issues/1346 { @@ -251,7 +251,7 @@ static ggml_cuda_device_info ggml_cuda_init() { info.devices[id].nsm = prop.multiProcessorCount; info.devices[id].smpb = prop.sharedMemPerBlock; info.devices[id].warp_size = prop.warpSize; -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) info.devices[id].smpbo = prop.sharedMemPerBlock; info.devices[id].cc = ggml_cuda_parse_id(prop.gcnArchName); @@ -281,7 +281,7 @@ static ggml_cuda_device_info ggml_cuda_init() { info.devices[id].cc = 100*prop.major + 10*prop.minor; GGML_LOG_INFO(" Device %d: %s, compute capability %d.%d, VMM: %s\n", id, prop.name, prop.major, prop.minor, device_vmm ? "yes" : "no"); -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) } for (int id = 0; id < info.device_count; ++id) { diff --git a/ggml/src/ggml-cuda/mma.cuh b/ggml/src/ggml-cuda/mma.cuh index d6817d804..a86365c6a 100644 --- a/ggml/src/ggml-cuda/mma.cuh +++ b/ggml/src/ggml-cuda/mma.cuh @@ -68,7 +68,7 @@ namespace ggml_cuda_mma { static constexpr int I = I_; static constexpr int J = J_; -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) static constexpr int ne = I * J / 64; T x[ne] = {0}; @@ -132,7 +132,7 @@ namespace ggml_cuda_mma { static_assert(I == -1 && J == -1, "template specialization not implemented"); } } -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) }; template diff --git a/ggml/src/ggml-cuda/mmq.cuh b/ggml/src/ggml-cuda/mmq.cuh index 36e84be15..d8650dd70 100644 --- a/ggml/src/ggml-cuda/mmq.cuh +++ b/ggml/src/ggml-cuda/mmq.cuh @@ -104,9 +104,9 @@ static constexpr __device__ int get_mmq_x_max_device() { return 128; #else // defined(AMD_MFMA_AVAILABLE) || defined(NEW_MMA_AVAILABLE) -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) return 64; -#else // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#else // defined(GGML_USE_HIP) #if __CUDA_ARCH__ >= GGML_CUDA_CC_VOLTA #ifdef GGML_CUDA_FORCE_MMQ @@ -118,7 +118,7 @@ static constexpr __device__ int get_mmq_x_max_device() { return 64; #endif // __CUDA_ARCH__ >= GGML_CUDA_CC_VOLTA -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) #endif // defined(AMD_MFMA_AVAILABLE) || defined(NEW_MMA_AVAILABLE) } @@ -128,7 +128,7 @@ static int get_mmq_y_host(const int cc) { } static constexpr __device__ int get_mmq_y_device() { -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) #if defined(RDNA1) return 64; #else @@ -140,7 +140,7 @@ static constexpr __device__ int get_mmq_y_device() { #else return 64; #endif // __CUDA_ARCH__ >= GGML_CUDA_CC_VOLTA -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) } // Decouple shared memory tile sizes from WARP_SIZE to allow for different warp sizes. @@ -250,7 +250,7 @@ static constexpr __device__ int mmq_get_granularity_device(const int /*mmq_x*/) } #endif // AMD_MFMA_AVAILABLE -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) static int mmq_get_nwarps_host(const int cc) { return amd_mfma_available(cc) ? 8 : 4; } @@ -258,10 +258,10 @@ static int mmq_get_nwarps_host(const int cc) { static int mmq_get_nwarps_host(const int /*cc*/) { return 8; } -#endif // (GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // (GGML_USE_HIP) static constexpr __device__ int mmq_get_nwarps_device() { -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) #if defined(AMD_MFMA_AVAILABLE) return 8; #else @@ -269,7 +269,7 @@ static constexpr __device__ int mmq_get_nwarps_device() { #endif // AMD_MFMA_AVAILABLE #else return 8; -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) } // ------------------------------------------------------------ @@ -3047,7 +3047,7 @@ static __device__ __forceinline__ void mul_mat_q_process_tile( // The mul_mat_q kernel implements "stream-k" work partitioning as described in https://arxiv.org/abs/2301.03598 template -#if defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#if defined(GGML_USE_HIP) #if defined(RDNA4) || defined(RDNA3) || defined(RDNA2) || defined(CDNA) || defined(GCN) __launch_bounds__(ggml_cuda_get_physical_warp_size()*mmq_get_nwarps_device(), 2) #endif // defined(RDNA4) || defined(RDNA3) || defined(RDNA2) || defined(CDNA) || defined(GCN) @@ -3057,7 +3057,7 @@ template #else __launch_bounds__(ggml_cuda_get_physical_warp_size()*mmq_get_nwarps_device(), 2) #endif // __CUDA_ARCH__ >= GGML_CUDA_CC_VOLTA -#endif // defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) +#endif // defined(GGML_USE_HIP) static __global__ void mul_mat_q( const char * __restrict__ x, const int * __restrict__ y, const int32_t * __restrict__ ids_dst, const int32_t * __restrict__ expert_bounds, float * __restrict__ dst, float * __restrict__ tmp_fixup, @@ -3097,7 +3097,7 @@ static __global__ void mul_mat_q( __syncthreads(); // On AMD or old CUDA the performance with stream-k was worse, use conventional tiling instead: -#if (defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && !defined(CDNA3)) || __CUDA_ARCH__ < GGML_CUDA_CC_VOLTA +#if (defined(GGML_USE_HIP) && !defined(CDNA3)) || __CUDA_ARCH__ < GGML_CUDA_CC_VOLTA { const int wt = blockIdx.z / nchannels_y; const int zt = blockIdx.z - wt*nchannels_y; @@ -3151,7 +3151,7 @@ static __global__ void mul_mat_q( tile_x_max_i, tile_y_max_j, 0, ncols_x/qk); return; } -#endif // (defined(GGML_USE_HIP) && defined(__HIP_PLATFORM_AMD__) && !defined(CDNA3)) || __CUDA_ARCH__ < GGML_CUDA_CC_VOLTA +#endif // (defined(GGML_USE_HIP) && !defined(CDNA3)) || __CUDA_ARCH__ < GGML_CUDA_CC_VOLTA const int64_t blocks_per_ne00 = ncols_x / qk; constexpr int blocks_per_iter = MMQ_ITER_K / qk; diff --git a/ggml/src/ggml-cuda/vendors/hip.h b/ggml/src/ggml-cuda/vendors/hip.h index 56e59a058..8b172e60f 100644 --- a/ggml/src/ggml-cuda/vendors/hip.h +++ b/ggml/src/ggml-cuda/vendors/hip.h @@ -5,10 +5,8 @@ #include #include #include -#ifdef __HIP_PLATFORM_AMD__ // for rocblas_initialize() #include "rocblas/rocblas.h" -#endif // __HIP_PLATFORM_AMD__ #define CUBLAS_GEMM_DEFAULT HIPBLAS_GEMM_DEFAULT #define CUBLAS_GEMM_DEFAULT_TENSOR_OP HIPBLAS_GEMM_DEFAULT @@ -139,7 +137,7 @@ #define CUBLAS_STATUS_INTERNAL_ERROR HIPBLAS_STATUS_INTERNAL_ERROR #define CUBLAS_STATUS_NOT_SUPPORTED HIPBLAS_STATUS_NOT_SUPPORTED -#if defined(__HIP_PLATFORM_AMD__) && HIP_VERSION >= 70000000 +#if HIP_VERSION >= 70000000 #define CUBLAS_COMPUTE_16F HIPBLAS_COMPUTE_16F #define CUBLAS_COMPUTE_32F HIPBLAS_COMPUTE_32F #define CUBLAS_COMPUTE_32F_FAST_16F HIPBLAS_COMPUTE_32F_FAST_16F @@ -151,7 +149,11 @@ #define CUBLAS_COMPUTE_32F_FAST_16F HIPBLAS_R_32F #define cublasComputeType_t hipblasDatatype_t #define cudaDataType_t hipblasDatatype_t -#endif +#endif // HIP_VERSION >= 7000000 + +#if !defined(__HIP_PLATFORM_AMD__) +#error "The HIP backend supports only AMD targets" +#endif // !defined(__HIP_PLATFORM_AMD__) #define __CUDA_ARCH__ 1300 @@ -249,7 +251,7 @@ static __device__ __forceinline__ unsigned int __vcmpne4(unsigned int a, unsigne return c; } -#if defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000 +#if HIP_VERSION < 50600000 // __shfl_xor() for half2 was added in ROCm 5.6 static __device__ __forceinline__ half2 __shfl_xor(half2 var, int laneMask, int width) { typedef union half2_b32 { @@ -261,4 +263,4 @@ static __device__ __forceinline__ half2 __shfl_xor(half2 var, int laneMask, int tmp.b32 = __shfl_xor(tmp.b32, laneMask, width); return tmp.val; } -#endif // defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000 +#endif // HIP_VERSION < 50600000 From 61550f8231dc0aa478e2f537c5009ede6878ce22 Mon Sep 17 00:00:00 2001 From: Xinpeng Dou <15529241576@163.com> Date: Wed, 30 Jul 2025 08:39:24 +0800 Subject: [PATCH 14/17] CANN: update ops docs (#14935) * CANN:add ops docs * CANN: update ops docs --- docs/ops.md | 176 +- docs/ops/CANN.csv | 8133 +++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 8221 insertions(+), 88 deletions(-) create mode 100644 docs/ops/CANN.csv diff --git a/docs/ops.md b/docs/ops.md index fff6dbcae..1a474d904 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -12,91 +12,91 @@ Legend: - 🟡 Partially supported by this backend - ❌ Not supported by this backend -| Operation | BLAS | CPU | CUDA | Metal | OpenCL | SYCL | Vulkan | -|-----------|------|------|------|------|------|------|------| -| ABS | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| ACC | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| ADD | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | -| ADD1 | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | -| ARANGE | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | -| ARGMAX | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| CLAMP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | -| CONCAT | ❌ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ✅ | -| CONT | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | -| CONV_2D | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ | -| CONV_2D_DW | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| CONV_TRANSPOSE_2D | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | -| COS | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | -| COUNT_EQUAL | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| CROSS_ENTROPY_LOSS | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | -| CROSS_ENTROPY_LOSS_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | -| DIAG_MASK_INF | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | -| DIV | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | -| DUP | ❌ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | -| ELU | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| EXP | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| FLASH_ATTN_EXT | ❌ | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | -| GATED_LINEAR_ATTN | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | -| GEGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| GEGLU_ERF | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| GEGLU_QUICK | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| GELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| GELU_ERF | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| GELU_QUICK | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| GET_ROWS | ❌ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | -| GET_ROWS_BACK | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | -| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| HARDSIGMOID | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| HARDSWISH | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| IM2COL | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | -| L2_NORM | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| LOG | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | -| MEAN | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | -| MUL | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | -| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| MUL_MAT_ID | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | -| NEG | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| NORM | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| OPT_STEP_ADAMW | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| OUT_PROD | 🟡 | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | -| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| PAD_REFLECT_1D | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | -| POOL_2D | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| REGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| RELU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| REPEAT | ❌ | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | -| REPEAT_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| RMS_NORM | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | -| RMS_NORM_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| ROLL | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | -| ROPE | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| ROPE_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| RWKV_WKV6 | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| RWKV_WKV7 | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | -| SCALE | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| SET | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | -| SET_ROWS | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| SGN | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| SIGMOID | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| SILU | ❌ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | -| SILU_BACK | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | -| SIN | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | -| SOFT_MAX | ❌ | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | -| SOFT_MAX_BACK | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ✅ | -| SQR | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | -| SQRT | ❌ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ | -| SSM_CONV | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | -| SSM_SCAN | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | -| STEP | ❌ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | -| SUB | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | -| SUM | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | -| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| SWIGLU | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | -| TANH | ❌ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | -| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| UPSCALE | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | +| Operation | BLAS | CANN | CPU | CUDA | Metal | OpenCL | SYCL | Vulkan | +|-----------|------|------|------|------|------|------|------|------| +| ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | +| ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | +| CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ✅ | +| CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | +| CONV_2D | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ | +| CONV_2D_DW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| CONV_TRANSPOSE_2D | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | +| COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | +| COUNT_EQUAL | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| CROSS_ENTROPY_LOSS | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | +| CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | +| DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | +| ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | +| GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | +| GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| GEGLU_ERF | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| GEGLU_QUICK | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| GELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| GELU_ERF | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| GELU_QUICK | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| GET_ROWS | ❌ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | +| GET_ROWS_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | +| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | +| L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | +| MEAN | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| MUL | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | +| NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| OPT_STEP_ADAMW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | +| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| PAD_REFLECT_1D | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | +| POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| RELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| REPEAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | +| REPEAT_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| RMS_NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | +| RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| ROLL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | +| ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| ROPE_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | +| SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| SET | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | +| SET_ROWS | ❌ | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| SGN | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| SIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| SILU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | +| SILU_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | +| SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | +| SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | +| SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ✅ | +| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | +| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ | +| SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| SSM_SCAN | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | +| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | +| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | +| SUM | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | +| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | +| TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | +| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | +| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | diff --git a/docs/ops/CANN.csv b/docs/ops/CANN.csv new file mode 100644 index 000000000..0ac107830 --- /dev/null +++ b/docs/ops/CANN.csv @@ -0,0 +1,8133 @@ +"backend_name","op_name","op_params","test_mode","supported","error_message","backend_reg_name" +"CANN0","ABS","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","ABS","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","SGN","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","SGN","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","NEG","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","NEG","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","STEP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","STEP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","TANH","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","TANH","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","ELU","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","ELU","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","RELU","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","RELU","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","SIGMOID","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","SIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","GELU","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","GELU","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","GELU_QUICK","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","GELU_QUICK","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","SILU","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","SILU","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","HARDSWISH","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","HARDSWISH","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","HARDSIGMOID","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","SGN","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","NEG","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","NEG","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","STEP","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","STEP","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","TANH","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","TANH","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","ELU","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","ELU","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","RELU","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","RELU","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","SIGMOID","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","SIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","GELU","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","GELU","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","GELU_QUICK","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","GELU_QUICK","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","SILU","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","SILU","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","HARDSWISH","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","HARDSWISH","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","HARDSIGMOID","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","EXP","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","EXP","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" +"CANN0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","ABS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","ABS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","SGN","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","SGN","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","NEG","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","NEG","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","STEP","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","STEP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","TANH","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","TANH","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","ELU","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","ELU","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","RELU","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","RELU","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","SIGMOID","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","SIGMOID","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","GELU","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" +"CANN0","GELU","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","GELU_QUICK","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" 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+"CANN0","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","0","no","CANN" +"CANN0","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","0","no","CANN" +"CANN0","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","0","no","CANN" +"CANN0","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","0","no","CANN" +"CANN0","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","0","no","CANN" From a118d80233d3bf92569c051346fd2638f87bf202 Mon Sep 17 00:00:00 2001 From: Douglas Hanley Date: Wed, 30 Jul 2025 00:25:05 -0500 Subject: [PATCH 15/17] embeddings: fix extraction of CLS pooling results (#14927) * embeddings: fix extraction of CLS pooling results * merge RANK pooling into CLS case for inputs --- src/llama-graph.cpp | 43 ++++++++++++++++--------------------------- 1 file changed, 16 insertions(+), 27 deletions(-) diff --git a/src/llama-graph.cpp b/src/llama-graph.cpp index 1b9cc4aec..702192b79 100644 --- a/src/llama-graph.cpp +++ b/src/llama-graph.cpp @@ -188,38 +188,23 @@ void llm_graph_input_mean::set_input(const llama_ubatch * ubatch) { void llm_graph_input_cls::set_input(const llama_ubatch * ubatch) { const int64_t n_tokens = ubatch->n_tokens; - const int64_t n_seq_tokens = ubatch->n_seq_tokens; const int64_t n_seqs_unq = ubatch->n_seqs_unq; if (cparams.embeddings && ( - cparams.pooling_type == LLAMA_POOLING_TYPE_CLS || - cparams.pooling_type == LLAMA_POOLING_TYPE_RANK - )) { + cparams.pooling_type == LLAMA_POOLING_TYPE_CLS || + cparams.pooling_type == LLAMA_POOLING_TYPE_RANK || + cparams.pooling_type == LLAMA_POOLING_TYPE_LAST + )) { GGML_ASSERT(cls); GGML_ASSERT(ggml_backend_buffer_is_host(cls->buffer)); uint32_t * data = (uint32_t *) cls->data; memset(cls->data, 0, n_seqs_unq*ggml_element_size(cls)); - for (int i = 0; i < n_tokens; i += n_seq_tokens) { - for (int s = 0; s < ubatch->n_seq_id[i]; ++s) { - const llama_seq_id seq_id = ubatch->seq_id[i][s]; - const int32_t seq_idx = ubatch->seq_idx[seq_id]; + std::vector target_pos(n_seqs_unq, -1); + std::vector target_row(n_seqs_unq, -1); - data[seq_idx] = i; - } - } - } - - if (cparams.embeddings && cparams.pooling_type == LLAMA_POOLING_TYPE_LAST) { - GGML_ASSERT(cls); - GGML_ASSERT(ggml_backend_buffer_is_host(cls->buffer)); - - uint32_t * data = (uint32_t *) cls->data; - memset(cls->data, 0, n_seqs_unq*ggml_element_size(cls)); - - std::vector last_pos(n_seqs_unq, -1); - std::vector last_row(n_seqs_unq, -1); + bool last = cparams.pooling_type == LLAMA_POOLING_TYPE_LAST; for (int i = 0; i < n_tokens; ++i) { const llama_pos pos = ubatch->pos[i]; @@ -228,16 +213,20 @@ void llm_graph_input_cls::set_input(const llama_ubatch * ubatch) { const llama_seq_id seq_id = ubatch->seq_id[i][s]; const int32_t seq_idx = ubatch->seq_idx[seq_id]; - if (pos >= last_pos[seq_idx]) { - last_pos[seq_idx] = pos; - last_row[seq_idx] = i; + if ( + (target_pos[seq_idx] == -1) || + ( last && pos >= target_pos[seq_idx]) || + (!last && pos < target_pos[seq_idx]) + ) { + target_pos[seq_idx] = pos; + target_row[seq_idx] = i; } } } for (int s = 0; s < n_seqs_unq; ++s) { - if (last_row[s] >= 0) { - data[s] = last_row[s]; + if (target_row[s] >= 0) { + data[s] = target_row[s]; } } } From 1e15bfd42c3938506e0da5939bf7f42780965f01 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 30 Jul 2025 13:52:11 +0300 Subject: [PATCH 16/17] graph : fix stack-use-after-return (#14960) ggml-ci --- src/llama-graph.h | 27 +++++++++++++++------------ 1 file changed, 15 insertions(+), 12 deletions(-) diff --git a/src/llama-graph.h b/src/llama-graph.h index d4d565754..8eae4f551 100644 --- a/src/llama-graph.h +++ b/src/llama-graph.h @@ -144,7 +144,7 @@ public: ggml_tensor * pos_bucket = nullptr; // I32 [n_batch, n_batch] - const llama_hparams & hparams; + const llama_hparams hparams; }; class llm_graph_input_pos_bucket_kv : public llm_graph_input_i { @@ -158,7 +158,7 @@ public: ggml_tensor * pos_bucket = nullptr; // I32 [n_kv, n_batch] - const llama_hparams & hparams; + const llama_hparams hparams; const llama_kv_cache_unified_context * mctx; }; @@ -177,8 +177,8 @@ public: ggml_tensor * out_ids; // I32 [n_outputs] - const llama_hparams & hparams; - const llama_cparams & cparams; + const llama_hparams hparams; + const llama_cparams cparams; const uint32_t n_outputs; }; @@ -192,7 +192,7 @@ public: ggml_tensor * mean; // F32 [n_batch, n_batch] - const llama_cparams & cparams; + const llama_cparams cparams; }; class llm_graph_input_cls : public llm_graph_input_i { @@ -204,7 +204,7 @@ public: ggml_tensor * cls; // I32 [n_batch] - const llama_cparams & cparams; + const llama_cparams cparams; }; class llm_graph_input_rs : public llm_graph_input_i { @@ -247,8 +247,8 @@ public: ggml_tensor * kq_mask = nullptr; // F32 [n_tokens, n_batch, 1, 1] ggml_tensor * kq_mask_cnv = nullptr; // [n_tokens, n_batch, 1, 1] - const llama_hparams & hparams; - const llama_cparams & cparams; + const llama_hparams hparams; + const llama_cparams cparams; }; class llm_graph_input_attn_kv_unified : public llm_graph_input_i { @@ -278,8 +278,11 @@ public: ggml_tensor * self_kq_mask = nullptr; // F32 [n_kv, n_batch/n_stream, 1, n_stream] ggml_tensor * self_kq_mask_cnv = nullptr; // [n_kv, n_batch/n_stream, 1, n_stream] - const llama_hparams & hparams; - const llama_cparams & cparams; + // note: these have to be copies because in order to be able to reuse a graph, its inputs + // need to carry these parameters with them. otherwise, they can point to freed + // llm_graph_params from a previous batch, causing stack-use-after-return + const llama_hparams hparams; + const llama_cparams cparams; const llama_kv_cache_unified_context * mctx; }; @@ -318,8 +321,8 @@ public: ggml_tensor * self_kq_mask_swa = nullptr; // F32 [n_kv, n_batch/n_stream, 1, n_stream] ggml_tensor * self_kq_mask_swa_cnv = nullptr; // [n_kv, n_batch/n_stream, 1, n_stream] - const llama_hparams & hparams; - const llama_cparams & cparams; + const llama_hparams hparams; + const llama_cparams cparams; const llama_kv_cache_unified_iswa_context * mctx; }; From 00131d6eaf4df029e1ec84de868c2c5957503007 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Wed, 30 Jul 2025 15:12:02 +0300 Subject: [PATCH 17/17] tests : update for LLAMA_SET_ROWS=1 (#14961) * test-thread-safety : each context uses a single sequence * embedding : handle --parallel argument ggml-ci * save-load : handle -np 1 ggml-ci * thread-safety : avoid overriding threads, reduce test case arg ggml-ci --- examples/embedding/embedding.cpp | 8 ++++++++ examples/save-load-state/save-load-state.cpp | 6 ++++++ src/llama-batch.cpp | 2 +- tests/CMakeLists.txt | 2 +- tests/test-thread-safety.cpp | 3 +++ 5 files changed, 19 insertions(+), 2 deletions(-) diff --git a/examples/embedding/embedding.cpp b/examples/embedding/embedding.cpp index 40ff64838..9ae7e4dbb 100644 --- a/examples/embedding/embedding.cpp +++ b/examples/embedding/embedding.cpp @@ -81,6 +81,14 @@ int main(int argc, char ** argv) { params.embedding = true; + // if the number of prompts that would be encoded is known in advance, it's more efficient to specify the + // --parallel argument accordingly. for convenience, if not specified, we fallback to unified KV cache + // in order to support any number of prompts + if (params.n_parallel == 1) { + LOG_INF("%s: n_parallel == 1 -> unified KV cache is enabled\n", __func__); + params.kv_unified = true; + } + // utilize the full context if (params.n_batch < params.n_ctx) { LOG_WRN("%s: setting batch size to %d\n", __func__, params.n_ctx); diff --git a/examples/save-load-state/save-load-state.cpp b/examples/save-load-state/save-load-state.cpp index db79588f1..1065ec6bb 100644 --- a/examples/save-load-state/save-load-state.cpp +++ b/examples/save-load-state/save-load-state.cpp @@ -15,6 +15,12 @@ int main(int argc, char ** argv) { return 1; } + if (params.n_parallel == 1) { + // the example uses 2 sequences, so when n_parallel == 1, we need to enable unified kv cache + printf("%s: n_parallel == 1, enabling unified kv cache\n", __func__); + params.kv_unified = true; + } + common_init(); if (params.n_predict < 0) { diff --git a/src/llama-batch.cpp b/src/llama-batch.cpp index a546063c0..8698d89ac 100644 --- a/src/llama-batch.cpp +++ b/src/llama-batch.cpp @@ -59,7 +59,7 @@ bool llama_batch_allocr::init( for (int32_t i = 0; i < batch.n_tokens; ++i) { for (int32_t s = 0; s < batch.n_seq_id[i]; ++s) { if (batch.seq_id && (batch.seq_id[i][s] < 0 || batch.seq_id[i][s] >= (llama_seq_id) n_seq_max)) { - LLAMA_LOG_ERROR("%s: invalid seq_id[%d][%d] = %d > %d\n", __func__, i, s, batch.seq_id[i][s], (llama_seq_id) n_seq_max); + LLAMA_LOG_ERROR("%s: invalid seq_id[%d][%d] = %d >= %d\n", __func__, i, s, batch.seq_id[i][s], (llama_seq_id) n_seq_max); return false; } } diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index fc1557a2d..9658abf96 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -185,7 +185,7 @@ llama_build_and_test(test-json-partial.cpp) llama_build_and_test(test-log.cpp) llama_build_and_test(test-regex-partial.cpp) -llama_build_and_test(test-thread-safety.cpp ARGS -hf ggml-org/models -hff tinyllamas/stories15M-q4_0.gguf -ngl 99 -p "The meaning of life is" -n 128 -c 256 -ub 32 -np 4) +llama_build_and_test(test-thread-safety.cpp ARGS -hf ggml-org/models -hff tinyllamas/stories15M-q4_0.gguf -ngl 99 -p "The meaning of life is" -n 128 -c 256 -ub 32 -np 4 -t 2) # this fails on windows (github hosted runner) due to curl DLL not found (exit code 0xc0000135) if (NOT WIN32) diff --git a/tests/test-thread-safety.cpp b/tests/test-thread-safety.cpp index d525b7430..853495b00 100644 --- a/tests/test-thread-safety.cpp +++ b/tests/test-thread-safety.cpp @@ -34,6 +34,9 @@ int main(int argc, char ** argv) { auto cparams = common_context_params_to_llama(params); + // each context has a single sequence + cparams.n_seq_max = 1; + int dev_count = ggml_backend_dev_count(); int gpu_dev_count = 0; for (int i = 0; i < dev_count; ++i) {