From df082f56309073ecf885eceaa21b86e8a487e61b Mon Sep 17 00:00:00 2001 From: ddh0 Date: Thu, 11 Sep 2025 12:12:34 -0500 Subject: [PATCH 01/10] nitpick : correct MB to MiB (#15934) MB was incorrectly used for 1024 x 1024 bytes instead of MiB --- src/llama-quant.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/llama-quant.cpp b/src/llama-quant.cpp index 1d0361cc1..c93e8065a 100644 --- a/src/llama-quant.cpp +++ b/src/llama-quant.cpp @@ -920,7 +920,7 @@ static void llama_model_quantize_impl(const std::string & fname_inp, const std:: new_type = tensor->type; new_data = tensor->data; new_size = ggml_nbytes(tensor); - LLAMA_LOG_INFO("size = %8.3f MB\n", ggml_nbytes(tensor)/1024.0/1024.0); + LLAMA_LOG_INFO("size = %8.3f MiB\n", ggml_nbytes(tensor)/1024.0/1024.0); } else { const int64_t nelements = ggml_nelements(tensor); @@ -1037,8 +1037,8 @@ static void llama_model_quantize_impl(const std::string & fname_inp, const std:: } close_ofstream(); - LLAMA_LOG_INFO("%s: model size = %8.2f MB\n", __func__, total_size_org/1024.0/1024.0); - LLAMA_LOG_INFO("%s: quant size = %8.2f MB\n", __func__, total_size_new/1024.0/1024.0); + LLAMA_LOG_INFO("%s: model size = %8.2f MiB\n", __func__, total_size_org/1024.0/1024.0); + LLAMA_LOG_INFO("%s: quant size = %8.2f MiB\n", __func__, total_size_new/1024.0/1024.0); if (qs.n_fallback > 0) { LLAMA_LOG_WARN("%s: WARNING: %d of %d tensor(s) required fallback quantization\n", From 0e6ff0046f4a2983b2c77950aa75960fe4b4f0e2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Johannes=20G=C3=A4=C3=9Fler?= Date: Thu, 11 Sep 2025 21:19:58 +0200 Subject: [PATCH 02/10] CUDA: larger SRAM reads for tile FA, AMD FP16 dot (#15927) * CUDA: larger SRAM reads for tile FA, AMD FP16 dot * fix logic for availability of v_dot2_f32_f16 --- ggml/src/ggml-cuda/common.cuh | 18 +++- ggml/src/ggml-cuda/fattn-tile.cu | 137 +++++++++++++++++++++++-------- ggml/src/ggml-cuda/vendors/hip.h | 8 ++ 3 files changed, 127 insertions(+), 36 deletions(-) diff --git a/ggml/src/ggml-cuda/common.cuh b/ggml/src/ggml-cuda/common.cuh index 394595be0..b0feea362 100644 --- a/ggml/src/ggml-cuda/common.cuh +++ b/ggml/src/ggml-cuda/common.cuh @@ -555,7 +555,7 @@ static __device__ __forceinline__ void ggml_cuda_mad(float & acc, const float2 v } static __device__ __forceinline__ void ggml_cuda_mad(float & acc, const half2 v, const half2 u) { -#if defined(GGML_USE_HIP) && defined(GCN) +#if defined(GGML_USE_HIP) && (defined(RDNA2) || defined(RDNA3) || defined(RDNA4) || defined(__gfx906__) || defined(CDNA)) asm volatile("v_dot2_f32_f16 %0, %1, %2, %0" : "+v"(acc) : "v"(v), "v"(u)); #else #ifdef FAST_FP16_AVAILABLE @@ -567,7 +567,21 @@ static __device__ __forceinline__ void ggml_cuda_mad(float & acc, const half2 v, acc += tmpv.x * tmpu.x; acc += tmpv.y * tmpu.y; #endif // FAST_FP16_AVAILABLE -#endif // defined(GGML_USE_HIP) && defined(GCN) +#endif // defined(GGML_USE_HIP) && (defined(RDNA2) || defined(RDNA3) || defined(RDNA4) || defined(GCN5) || defined(CDNA)) +} + +// Aligned memory transfers of 8/16 bytes can be faster than 2 transfers with 4 bytes, especially on AMD. +template +static __device__ __forceinline__ void ggml_cuda_memcpy_1(void * __restrict__ dst, const void * __restrict__ src) { + if constexpr (nbytes == 4) { + *(int *) dst = *(const int *) src; + } else if constexpr (nbytes == 8) { + *(int2 *) dst = *(const int2 *) src; + } else if constexpr (nbytes == 16) { + *(int4 *) dst = *(const int4 *) src; + } else { + static_assert(nbytes == 0 && nbytes == -1, "bad nbytes"); + } } static __device__ __forceinline__ float ggml_cuda_e8m0_to_fp32(uint8_t x) { diff --git a/ggml/src/ggml-cuda/fattn-tile.cu b/ggml/src/ggml-cuda/fattn-tile.cu index 64f7d4a1a..c6a399ce5 100644 --- a/ggml/src/ggml-cuda/fattn-tile.cu +++ b/ggml/src/ggml-cuda/fattn-tile.cu @@ -8,11 +8,14 @@ static int fattn_tile_get_kq_stride_host(const int D, const int ncols, const int if (GGML_CUDA_CC_IS_AMD(cc)) { switch (D) { case 64: - return ncols <= 16 ? 32 : 64; - case 128: - return ncols <= 16 ? 64 : warp_size; - case 256: return 64; + case 128: + case 256: + if (GGML_CUDA_CC_IS_GCN(cc) || GGML_CUDA_CC_IS_CDNA(cc)) { + return ncols <= 16 ? 64 : 32; + } else { + return 64; + } default: GGML_ABORT("fatal error"); return -1; @@ -41,17 +44,26 @@ static int fattn_tile_get_kq_stride_host(const int D, const int ncols, const int GGML_ABORT("fatal error"); return -1; } + GGML_UNUSED(warp_size); } static constexpr __device__ int fattn_tile_get_kq_stride_device(int D, int ncols, int warp_size) { #ifdef GGML_USE_HIP switch (D) { case 64: - return ncols <= 16 ? 32 : 64; - case 128: - return ncols <= 16 ? 64 : warp_size; - case 256: return 64; + case 128: +#if defined(GCN) || defined(CDNA) + return ncols <= 16 ? 64 : 32; +#else + return 64; +#endif // defined(GCN) || defined(CDNA) + case 256: +#if defined(GCN) || defined(CDNA) + return ncols <= 16 ? 64 : 32; +#else + return 64; +#endif // defined(GCN) || defined(CDNA) default: return -1; } @@ -88,9 +100,17 @@ static constexpr __device__ int fattn_tile_get_kq_nbatch_device(int D, int ncols case 64: return 64; case 128: - return ncols <= 16 ? 2*warp_size : 128; +#if defined(GCN) || defined(CDNA) + return ncols <= 16 ? 64 : 128; +#else + return 64; +#endif // defined(GCN) || defined(CDNA) case 256: - return ncols <= 16 ? 128 : 2*warp_size; +#if defined(GCN) || defined(CDNA) + return ncols <= 16 ? 64 : 128; +#else + return ncols <= 16 ? 64 : 256; +#endif // defined(GCN) || defined(CDNA) default: return -1; } @@ -196,14 +216,21 @@ static __global__ void flash_attn_tile( const float slope = get_alibi_slope(max_bias, head, n_head_log2, m0, m1); +#if defined(GGML_USE_HIP) + constexpr int cpy_nb = 16; +#else + constexpr int cpy_nb = 8; +#endif // defined(GGML_USE_HIP) && defined(GCN) + constexpr int cpy_ne = cpy_nb / 4; + __shared__ float KQ[ncols][kq_stride]; #ifdef FAST_FP16_AVAILABLE __shared__ half2 Q_tmp[ncols][D/2]; - __shared__ half2 KV_tmp_h2[kq_stride * (kq_nbatch/2 + 1)]; // Padded to avoid memory bank conflicts. + __shared__ half2 KV_tmp_h2[kq_stride * (kq_nbatch/2 + cpy_ne)]; // Padded to avoid memory bank conflicts. half2 VKQ[ncols/nwarps][D/(2*warp_size)] = {{{0.0f, 0.0f}}}; #else __shared__ float Q_tmp[ncols][D]; - __shared__ float KV_tmp_f[kq_stride * (kq_nbatch + 1)]; // Padded to avoid memory bank conflicts. + __shared__ float KV_tmp_f[kq_stride * (kq_nbatch + cpy_ne)]; // Padded to avoid memory bank conflicts. float2 * KV_tmp_f2 = (float2 *) KV_tmp_f; float2 VKQ[ncols/nwarps][D/(2*warp_size)] = {{{0.0f, 0.0f}}}; #endif // FAST_FP16_AVAILABLE @@ -256,11 +283,11 @@ static __global__ void flash_attn_tile( for (int k_KQ_1 = 0; k_KQ_1 < kq_nbatch/2; k_KQ_1 += warp_size) { const half2 tmp_h2 = K_h2[int64_t(k_VKQ_0 + i_KQ)*stride_KV2 + k_KQ_0/2 + k_KQ_1 + threadIdx.x]; #ifdef FAST_FP16_AVAILABLE - KV_tmp_h2[i_KQ*(kq_nbatch/2 + 1) + k_KQ_1 + threadIdx.x] = tmp_h2; + KV_tmp_h2[i_KQ*(kq_nbatch/2 + cpy_ne) + k_KQ_1 + threadIdx.x] = tmp_h2; #else const float2 tmp_f2 = __half22float2(tmp_h2); - KV_tmp_f[i_KQ*(kq_nbatch + 1) + 2*k_KQ_1 + threadIdx.x] = tmp_f2.x; - KV_tmp_f[i_KQ*(kq_nbatch + 1) + 2*k_KQ_1 + warp_size + threadIdx.x] = tmp_f2.y; + KV_tmp_f[i_KQ*(kq_nbatch + cpy_ne) + 2*k_KQ_1 + threadIdx.x] = tmp_f2.x; + KV_tmp_f[i_KQ*(kq_nbatch + cpy_ne) + 2*k_KQ_1 + warp_size + threadIdx.x] = tmp_f2.y; #endif // FAST_FP16_AVAILABLE } } @@ -269,14 +296,14 @@ static __global__ void flash_attn_tile( #ifdef FAST_FP16_AVAILABLE #pragma unroll - for (int k_KQ_1 = 0; k_KQ_1 < kq_nbatch/2; ++k_KQ_1) { - half2 K_k[kq_stride/warp_size]; - half2 Q_k[ncols/nwarps]; + for (int k_KQ_1 = 0; k_KQ_1 < kq_nbatch/2; k_KQ_1 += cpy_ne) { + half2 K_k[kq_stride/warp_size][cpy_ne]; + half2 Q_k[ncols/nwarps][cpy_ne]; #else #pragma unroll - for (int k_KQ_1 = 0; k_KQ_1 < kq_nbatch; ++k_KQ_1) { - float K_k[kq_stride/warp_size]; - float Q_k[ncols/nwarps]; + for (int k_KQ_1 = 0; k_KQ_1 < kq_nbatch; k_KQ_1 += cpy_ne) { + float K_k[kq_stride/warp_size][cpy_ne]; + float Q_k[ncols/nwarps][cpy_ne]; #endif // FAST_FP16_AVAILABLE #pragma unroll @@ -284,9 +311,9 @@ static __global__ void flash_attn_tile( const int i_KQ = i_KQ_0 + threadIdx.x; #ifdef FAST_FP16_AVAILABLE - K_k[i_KQ_0/warp_size] = KV_tmp_h2[i_KQ*(kq_nbatch/2 + 1) + k_KQ_1]; + ggml_cuda_memcpy_1(&K_k[i_KQ_0/warp_size], &KV_tmp_h2[i_KQ*(kq_nbatch/2 + cpy_ne) + k_KQ_1]); #else - K_k[i_KQ_0/warp_size] = KV_tmp_f [i_KQ*(kq_nbatch + 1) + k_KQ_1]; + ggml_cuda_memcpy_1(&K_k[i_KQ_0/warp_size], &KV_tmp_f [i_KQ*(kq_nbatch + cpy_ne) + k_KQ_1]); #endif // FAST_FP16_AVAILABLE } #pragma unroll @@ -294,9 +321,9 @@ static __global__ void flash_attn_tile( const int j_KQ = j_KQ_0 + threadIdx.y; #ifdef FAST_FP16_AVAILABLE - Q_k[j_KQ_0/nwarps] = Q_tmp[j_KQ][k_KQ_0/2 + k_KQ_1]; + ggml_cuda_memcpy_1(&Q_k[j_KQ_0/nwarps], &Q_tmp[j_KQ][k_KQ_0/2 + k_KQ_1]); #else - Q_k[j_KQ_0/nwarps] = Q_tmp[j_KQ][k_KQ_0 + k_KQ_1]; + ggml_cuda_memcpy_1(&Q_k[j_KQ_0/nwarps], &Q_tmp[j_KQ][k_KQ_0 + k_KQ_1]); #endif // FAST_FP16_AVAILABLE } @@ -304,7 +331,10 @@ static __global__ void flash_attn_tile( for (int i_KQ_0 = 0; i_KQ_0 < kq_stride; i_KQ_0 += warp_size) { #pragma unroll for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) { - ggml_cuda_mad(sum[i_KQ_0/warp_size][j_KQ_0/nwarps], K_k[i_KQ_0/warp_size], Q_k[j_KQ_0/nwarps]); +#pragma unroll + for (int k = 0; k < cpy_ne; ++k) { + ggml_cuda_mad(sum[i_KQ_0/warp_size][j_KQ_0/nwarps], K_k[i_KQ_0/warp_size][k], Q_k[j_KQ_0/nwarps][k]); + } } } } @@ -345,14 +375,54 @@ static __global__ void flash_attn_tile( kqmax[j0/nwarps] = kqmax_new[j0/nwarps]; float kqsum_add = 0.0f; + if (kq_stride % (4*warp_size) == 0 && cpy_ne % 4 == 0) { #pragma unroll - for (int i0 = 0; i0 < kq_stride; i0 += warp_size) { - const int i = i0 + threadIdx.x; + for (int i0 = 0; i0 < kq_stride; i0 += 4*warp_size) { + const int i = i0 + 4*threadIdx.x; - const float diff = KQ[j][i] - kqmax[j0/nwarps]; - const float val = expf(diff); - kqsum_add += val; - KQ[j][i] = val; + float4 val = *(const float4 *) &KQ[j][i]; + val.x = expf(val.x - kqmax[j0/nwarps]); + val.y = expf(val.y - kqmax[j0/nwarps]); + val.z = expf(val.z - kqmax[j0/nwarps]); + val.w = expf(val.w - kqmax[j0/nwarps]); + kqsum_add += val.x + val.y + val.z + val.w; + +#ifdef FAST_FP16_AVAILABLE + const half2 tmp[2] = {make_half2(val.x, val.y), make_half2(val.z, val.w)}; + ggml_cuda_memcpy_1(&KQ[j][i/2], &tmp); +#else + ggml_cuda_memcpy_1(&KQ[j][i], &val); +#endif // FAST_FP16_AVAILABLE + } + } else if (kq_stride % (2*warp_size) == 0 && cpy_ne % 2 == 0) { +#pragma unroll + for (int i0 = 0; i0 < kq_stride; i0 += 2*warp_size) { + const int i = i0 + 2*threadIdx.x; + + float2 val = *(const float2 *) &KQ[j][i]; + val.x = expf(val.x - kqmax[j0/nwarps]); + val.y = expf(val.y - kqmax[j0/nwarps]); + kqsum_add += val.x + val.y; +#ifdef FAST_FP16_AVAILABLE + const half2 tmp = make_half2(val.x, val.y); + ggml_cuda_memcpy_1(&KQ[j][i/2], &tmp); +#else + ggml_cuda_memcpy_1(&KQ[j][i], &val); +#endif // FAST_FP16_AVAILABLE + } + } else { + for (int i0 = 0; i0 < kq_stride; i0 += warp_size) { + const int i = i0 + threadIdx.x; + + const float diff = KQ[j][i] - kqmax[j0/nwarps]; + const float val = expf(diff); + kqsum_add += val; +#ifdef FAST_FP16_AVAILABLE + ((half *) KQ[j])[i] = val; +#else + KQ[j][i] = val; +#endif // FAST_FP16_AVAILABLE + } } kqsum[j0/nwarps] = kqsum[j0/nwarps]*KQ_max_scale + kqsum_add; @@ -419,8 +489,7 @@ static __global__ void flash_attn_tile( const int j = j0 + threadIdx.y; #ifdef FAST_FP16_AVAILABLE - const float tmp = KQ[j][k0 + k1]; - KQ_k[j0/nwarps] = make_half2(tmp, tmp); + KQ_k[j0/nwarps] = __half2half2(((const half *)KQ[j])[k0 + k1]); #else KQ_k[j0/nwarps] = KQ[j][k0 + k1]; #endif // FAST_FP16_AVAILABLE diff --git a/ggml/src/ggml-cuda/vendors/hip.h b/ggml/src/ggml-cuda/vendors/hip.h index c6a33d5de..12bbee455 100644 --- a/ggml/src/ggml-cuda/vendors/hip.h +++ b/ggml/src/ggml-cuda/vendors/hip.h @@ -162,6 +162,14 @@ #define GCN #endif +#if defined(__gfx900__) || defined(__gfx906__) +#define GCN5 +#endif + +#if defined(__gfx803__) +#define GCN4 +#endif + #if defined(__gfx908__) || defined(__gfx90a__) || defined(__gfx942__) #define CDNA // For the entire family #endif From 360d6533db39e11577afe9b0aece20c6b5ddaf1f Mon Sep 17 00:00:00 2001 From: Diego Devesa Date: Thu, 11 Sep 2025 13:47:38 -0700 Subject: [PATCH 03/10] ggml-backend : add GGML_BACKEND_DEVICE_TYPE_IGPU device type (#15797) * ggml-backend : add GGML_BACKEND_DEVICE_TYPE_IGPU device type ggml-backend : add device id to device props llama : only use iGPU devices if there are no GPU devices llama : do not use multiple devices from different backends with the same device id --- ggml/include/ggml-backend.h | 12 ++++++ ggml/src/ggml-backend-impl.h | 2 +- ggml/src/ggml-backend-reg.cpp | 5 +-- ggml/src/ggml-cuda/ggml-cuda.cu | 8 ++++ ggml/src/ggml-vulkan/ggml-vulkan.cpp | 2 + src/llama.cpp | 59 +++++++++++++++++++++++----- tools/llama-bench/llama-bench.cpp | 7 +++- 7 files changed, 81 insertions(+), 14 deletions(-) diff --git a/ggml/include/ggml-backend.h b/ggml/include/ggml-backend.h index 4f246f6cc..ab297e0c6 100644 --- a/ggml/include/ggml-backend.h +++ b/ggml/include/ggml-backend.h @@ -132,6 +132,8 @@ extern "C" { GGML_BACKEND_DEVICE_TYPE_CPU, // GPU device using dedicated memory GGML_BACKEND_DEVICE_TYPE_GPU, + // integrated GPU device using host memory + GGML_BACKEND_DEVICE_TYPE_IGPU, // accelerator devices intended to be used together with the CPU backend (e.g. BLAS or AMX) GGML_BACKEND_DEVICE_TYPE_ACCEL }; @@ -150,11 +152,21 @@ extern "C" { // all the device properties struct ggml_backend_dev_props { + // device name const char * name; + // device description const char * description; + // device free memory in bytes size_t memory_free; + // device total memory in bytes size_t memory_total; + // device type enum ggml_backend_dev_type type; + // device id + // for PCI devices, this should be the PCI bus id formatted as "domain:bus:device.function" (e.g. "0000:01:00.0") + // if the id is unknown, this should be NULL + const char * device_id; + // device capabilities struct ggml_backend_dev_caps caps; }; diff --git a/ggml/src/ggml-backend-impl.h b/ggml/src/ggml-backend-impl.h index 2db5c4e0f..89d80db6e 100644 --- a/ggml/src/ggml-backend-impl.h +++ b/ggml/src/ggml-backend-impl.h @@ -8,7 +8,7 @@ extern "C" { #endif - #define GGML_BACKEND_API_VERSION 1 + #define GGML_BACKEND_API_VERSION 2 // // Backend buffer type diff --git a/ggml/src/ggml-backend-reg.cpp b/ggml/src/ggml-backend-reg.cpp index 5f02a710a..7002cb07e 100644 --- a/ggml/src/ggml-backend-reg.cpp +++ b/ggml/src/ggml-backend-reg.cpp @@ -400,9 +400,8 @@ ggml_backend_t ggml_backend_init_by_type(enum ggml_backend_dev_type type, const ggml_backend_t ggml_backend_init_best(void) { ggml_backend_dev_t dev = ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_GPU); - if (!dev) { - dev = ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_CPU); - } + dev = dev ? dev : ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_IGPU); + dev = dev ? dev : ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_CPU); if (!dev) { return nullptr; } diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 0f68d6853..9ea8f4589 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -3210,6 +3210,7 @@ struct ggml_backend_cuda_device_context { int device; std::string name; std::string description; + std::string pci_bus_id; }; static const char * ggml_backend_cuda_device_get_name(ggml_backend_dev_t dev) { @@ -3234,9 +3235,12 @@ static enum ggml_backend_dev_type ggml_backend_cuda_device_get_type(ggml_backend } static void ggml_backend_cuda_device_get_props(ggml_backend_dev_t dev, ggml_backend_dev_props * props) { + ggml_backend_cuda_device_context * ctx = (ggml_backend_cuda_device_context *)dev->context; + props->name = ggml_backend_cuda_device_get_name(dev); props->description = ggml_backend_cuda_device_get_description(dev); props->type = ggml_backend_cuda_device_get_type(dev); + props->device_id = ctx->pci_bus_id.empty() ? nullptr : ctx->pci_bus_id.c_str(); ggml_backend_cuda_device_get_memory(dev, &props->memory_free, &props->memory_total); bool host_buffer = getenv("GGML_CUDA_NO_PINNED") == nullptr; @@ -3804,6 +3808,10 @@ ggml_backend_reg_t ggml_backend_cuda_reg() { CUDA_CHECK(cudaGetDeviceProperties(&prop, i)); dev_ctx->description = prop.name; + char pci_bus_id[16] = {}; + snprintf(pci_bus_id, sizeof(pci_bus_id), "%04x:%02x:%02x.0", prop.pciDomainID, prop.pciBusID, prop.pciDeviceID); + dev_ctx->pci_bus_id = pci_bus_id; + ggml_backend_dev_t dev = new ggml_backend_device { /* .iface = */ ggml_backend_cuda_device_interface, /* .reg = */ ®, diff --git a/ggml/src/ggml-vulkan/ggml-vulkan.cpp b/ggml/src/ggml-vulkan/ggml-vulkan.cpp index cb379fe94..178d8eb3d 100644 --- a/ggml/src/ggml-vulkan/ggml-vulkan.cpp +++ b/ggml/src/ggml-vulkan/ggml-vulkan.cpp @@ -12113,6 +12113,7 @@ static ggml_backend_buffer_type_t ggml_backend_vk_device_get_host_buffer_type(gg static enum ggml_backend_dev_type ggml_backend_vk_device_get_type(ggml_backend_dev_t dev) { UNUSED(dev); + // TODO: return GGML_BACKEND_DEVICE_TYPE_IGPU for integrated GPUs return GGML_BACKEND_DEVICE_TYPE_GPU; } @@ -12120,6 +12121,7 @@ static void ggml_backend_vk_device_get_props(ggml_backend_dev_t dev, struct ggml props->name = ggml_backend_vk_device_get_name(dev); props->description = ggml_backend_vk_device_get_description(dev); props->type = ggml_backend_vk_device_get_type(dev); + // TODO: set props->device_id to PCI bus id ggml_backend_vk_device_get_memory(dev, &props->memory_free, &props->memory_total); props->caps = { /* .async = */ false, diff --git a/src/llama.cpp b/src/llama.cpp index 92cddccc9..fe5a7a835 100644 --- a/src/llama.cpp +++ b/src/llama.cpp @@ -59,6 +59,7 @@ bool llama_supports_mlock(void) { bool llama_supports_gpu_offload(void) { return ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_GPU) != nullptr || + ggml_backend_dev_by_type(GGML_BACKEND_DEVICE_TYPE_IGPU) != nullptr || llama_supports_rpc(); } @@ -184,8 +185,13 @@ static struct llama_model * llama_model_load_from_file_impl( model->devices.push_back(*dev); } } else { + // default device selection + + // build list of available devices + std::vector gpus; + std::vector igpus; std::vector rpc_servers; - // use all available devices + 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)) { @@ -194,19 +200,51 @@ static struct llama_model * llama_model_load_from_file_impl( // skip CPU backends since they are handled separately break; - case GGML_BACKEND_DEVICE_TYPE_GPU: + case GGML_BACKEND_DEVICE_TYPE_GPU: { ggml_backend_reg_t reg = ggml_backend_dev_backend_reg(dev); if (ggml_backend_reg_name(reg) == std::string("RPC")) { rpc_servers.push_back(dev); } else { - model->devices.push_back(dev); + // check if there is already a GPU with the same device id + ggml_backend_dev_props props; + ggml_backend_dev_get_props(dev, &props); + auto it = std::find_if(gpus.begin(), gpus.end(), [&props](ggml_backend_dev_t d) { + ggml_backend_dev_props d_props; + ggml_backend_dev_get_props(d, &d_props); + if (props.device_id && d_props.device_id) { + return strcmp(props.device_id, d_props.device_id) == 0; + } + return false; + }); + + if (it != gpus.end()) { + LLAMA_LOG_INFO("%s: skipping device %s (%s) with id %s - already using device %s (%s) with the same id\n", + __func__, + ggml_backend_dev_name(dev), ggml_backend_dev_description(dev), + props.device_id ? props.device_id : "unknown id", + ggml_backend_dev_name(*it), ggml_backend_dev_description(*it)); + } else { + gpus.push_back(dev); + } } break; + } + + case GGML_BACKEND_DEVICE_TYPE_IGPU: + igpus.push_back(dev); + break; } } - // add RPC servers at the front of the list - if (!rpc_servers.empty()) { - model->devices.insert(model->devices.begin(), rpc_servers.begin(), rpc_servers.end()); + + // add RPC servers at the front of the list to minimize network transfers + model->devices.insert(model->devices.begin(), rpc_servers.begin(), rpc_servers.end()); + + // add GPUs + model->devices.insert(model->devices.end(), gpus.begin(), gpus.end()); + + // add integrated GPUs only if no other devices were found + if (model->devices.empty()) { + model->devices.insert(model->devices.end(), igpus.begin(), igpus.end()); } } @@ -227,9 +265,12 @@ static struct llama_model * llama_model_load_from_file_impl( } for (auto * dev : model->devices) { - size_t free, total; // NOLINT - ggml_backend_dev_memory(dev, &free, &total); - LLAMA_LOG_INFO("%s: using device %s (%s) - %zu MiB free\n", __func__, ggml_backend_dev_name(dev), ggml_backend_dev_description(dev), free/1024/1024); + ggml_backend_dev_props props; + ggml_backend_dev_get_props(dev, &props); + LLAMA_LOG_INFO("%s: using device %s (%s) (%s) - %zu MiB free\n", __func__, + ggml_backend_dev_name(dev), ggml_backend_dev_description(dev), + props.device_id ? props.device_id : "unknown id", + props.memory_free/1024/1024); } const int status = llama_model_load(path_model, splits, *model, params); diff --git a/tools/llama-bench/llama-bench.cpp b/tools/llama-bench/llama-bench.cpp index 9b9803ded..95f662a29 100644 --- a/tools/llama-bench/llama-bench.cpp +++ b/tools/llama-bench/llama-bench.cpp @@ -128,7 +128,7 @@ static std::string get_gpu_info() { for (size_t i = 0; i < ggml_backend_dev_count(); i++) { auto * dev = ggml_backend_dev_get(i); auto dev_type = ggml_backend_dev_type(dev); - if (dev_type == GGML_BACKEND_DEVICE_TYPE_GPU) { + if (dev_type == GGML_BACKEND_DEVICE_TYPE_GPU || dev_type == GGML_BACKEND_DEVICE_TYPE_IGPU) { gpu_list.push_back(ggml_backend_dev_description(dev)); } } @@ -945,6 +945,7 @@ struct cmd_params_instance { exit(1); } } + // FIXME: use llama.cpp device selection logic // 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); @@ -957,6 +958,10 @@ struct cmd_params_instance { case GGML_BACKEND_DEVICE_TYPE_GPU: devices.push_back(dev); break; + + case GGML_BACKEND_DEVICE_TYPE_IGPU: + // iGPUs are not used when there are RPC servers + break; } } devices.push_back(nullptr); From 704d90c987cdf00751567b2088c4e54742aa2d3f Mon Sep 17 00:00:00 2001 From: Neo Zhang Jianyu Date: Fri, 12 Sep 2025 09:15:12 +0800 Subject: [PATCH 04/10] Revert "sycl: add usage of enqueue_functions extension (#14244)" (#15910) * Revert "sycl: add usage of enqueue_functions extension (#14244)" This reverts commit 8308f98c7fb778e54bf75538f5234d8bd20915e9. * fix missed revert code, format the code --- ggml/src/ggml-sycl/binbcast.cpp | 11 +- ggml/src/ggml-sycl/concat.cpp | 41 ++-- ggml/src/ggml-sycl/conv.cpp | 14 +- ggml/src/ggml-sycl/convert.cpp | 265 +++++++++++++--------- ggml/src/ggml-sycl/cpy.cpp | 166 ++++++-------- ggml/src/ggml-sycl/dmmv.cpp | 116 ++++++---- ggml/src/ggml-sycl/dpct/helper.hpp | 32 +-- ggml/src/ggml-sycl/element_wise.cpp | 62 +++--- ggml/src/ggml-sycl/getrows.cpp | 15 +- ggml/src/ggml-sycl/ggml-sycl.cpp | 95 ++++---- ggml/src/ggml-sycl/gla.cpp | 4 +- ggml/src/ggml-sycl/im2col.cpp | 2 +- ggml/src/ggml-sycl/mmq.cpp | 140 +++++++----- ggml/src/ggml-sycl/mmvq.cpp | 333 +++++++++++++++++----------- ggml/src/ggml-sycl/norm.cpp | 129 ++++++----- ggml/src/ggml-sycl/rope.cpp | 44 ++-- ggml/src/ggml-sycl/set_rows.cpp | 5 +- ggml/src/ggml-sycl/softmax.cpp | 6 +- ggml/src/ggml-sycl/tsembd.cpp | 11 +- ggml/src/ggml-sycl/wkv.cpp | 28 ++- 20 files changed, 845 insertions(+), 674 deletions(-) diff --git a/ggml/src/ggml-sycl/binbcast.cpp b/ggml/src/ggml-sycl/binbcast.cpp index 741630dba..0a3883ae1 100644 --- a/ggml/src/ggml-sycl/binbcast.cpp +++ b/ggml/src/ggml-sycl/binbcast.cpp @@ -225,9 +225,9 @@ struct bin_bcast_sycl { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, block_num) * sycl::range<3>(1, 1, block_size), + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, block_num) * + sycl::range<3>(1, 1, block_size), sycl::range<3>(1, 1, block_size)), [=](sycl::nd_item<3> item_ct1) { k_bin_bcast_unravel( @@ -246,8 +246,9 @@ struct bin_bcast_sycl { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { k_bin_bcast(src0_dd, src1_dd, dst_dd, ne0, ne1, ne2, ne3, ne10, ne11, ne12, ne13, s1, s2, s3, s01, s02, s03, s11, s12, s13, diff --git a/ggml/src/ggml-sycl/concat.cpp b/ggml/src/ggml-sycl/concat.cpp index 3501484a1..c76836504 100644 --- a/ggml/src/ggml-sycl/concat.cpp +++ b/ggml/src/ggml-sycl/concat.cpp @@ -89,24 +89,33 @@ static void concat_f32_sycl(const float *x, const float *y, float *dst, sycl::range<3> gridDim(ne2, ne1, num_blocks); switch (dim) { case 0: - sycl_parallel_for(stream, - sycl::nd_range<3>(gridDim * sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { concat_f32_dim0(x, y, dst, ne0, ne00, item_ct1); }); - break; + stream->parallel_for( + sycl::nd_range<3>(gridDim * + sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE)), + [=](sycl::nd_item<3> item_ct1) { + concat_f32_dim0(x, y, dst, ne0, ne00, item_ct1); + }); + break; case 1: - sycl_parallel_for(stream, - sycl::nd_range<3>(gridDim * sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { concat_f32_dim1(x, y, dst, ne0, ne01, item_ct1); }); - break; + stream->parallel_for( + sycl::nd_range<3>(gridDim * + sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE)), + [=](sycl::nd_item<3> item_ct1) { + concat_f32_dim1(x, y, dst, ne0, ne01, item_ct1); + }); + break; // dim >=2 will be dispatched to the default path default: - sycl_parallel_for(stream, - sycl::nd_range<3>(gridDim * sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { concat_f32_dim2(x, y, dst, ne0, ne02, item_ct1); }); - break; + stream->parallel_for( + sycl::nd_range<3>(gridDim * + sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_CONCAT_BLOCK_SIZE)), + [=](sycl::nd_item<3> item_ct1) { + concat_f32_dim2(x, y, dst, ne0, ne02, item_ct1); + }); + break; } } @@ -120,7 +129,7 @@ static void concat_f32_sycl_non_cont( int64_t ne2, int64_t ne3, uint64_t nb0, uint64_t nb1, uint64_t nb2, uint64_t nb3, int32_t dim) { sycl::range<3> gridDim(ne3, ne2, ne1); - sycl_parallel_for(stream, sycl::nd_range<3>(gridDim, sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for(sycl::nd_range<3>(gridDim, sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { int64_t i3 = item_ct1.get_group(0); int64_t i2 = item_ct1.get_group(1); int64_t i1 = item_ct1.get_group(2); diff --git a/ggml/src/ggml-sycl/conv.cpp b/ggml/src/ggml-sycl/conv.cpp index c2f991e8d..475bd34a2 100644 --- a/ggml/src/ggml-sycl/conv.cpp +++ b/ggml/src/ggml-sycl/conv.cpp @@ -59,10 +59,16 @@ static void conv_transpose_1d_f32_f32_sycl( const int num_blocks = (output_size + SYCL_CONV_TRANPOSE_1D_BLOCK_SIZE - 1) / SYCL_CONV_TRANPOSE_1D_BLOCK_SIZE; const sycl::range<3> block_dims(1, 1, SYCL_CONV_TRANPOSE_1D_BLOCK_SIZE); const sycl::range<3> block_nums(1, 1, num_blocks); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { - conv_transpose_1d_kernel(s0, output_size, src0_ne0, src0_ne1, src0_ne2, src1_ne0, dst_ne0, src0, src1, dst, - item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>( + block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { + conv_transpose_1d_kernel( + s0, output_size, + src0_ne0, src0_ne1, src0_ne2, + src1_ne0, dst_ne0, + src0, src1, dst, item_ct1); + }); } void ggml_sycl_op_conv_transpose_1d(ggml_backend_sycl_context & ctx, ggml_tensor *dst) { diff --git a/ggml/src/ggml-sycl/convert.cpp b/ggml/src/ggml-sycl/convert.cpp index 0ef567122..96d2583b1 100644 --- a/ggml/src/ggml-sycl/convert.cpp +++ b/ggml/src/ggml-sycl/convert.cpp @@ -33,11 +33,14 @@ static void dequantize_block_sycl(const void *__restrict__ vx, { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_DEQUANTIZE_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_DEQUANTIZE_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block(vx, y, k, item_ct1); }); + stream->parallel_for( + sycl::nd_range<3>( + sycl::range<3>(1, 1, num_blocks) * + sycl::range<3>(1, 1, SYCL_DEQUANTIZE_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_DEQUANTIZE_BLOCK_SIZE)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block(vx, y, k, item_ct1); + }); } } @@ -50,18 +53,24 @@ static void dequantize_row_q2_K_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 64), sycl::range<3>(1, 1, 64)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q2_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 64), + sycl::range<3>(1, 1, 64)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q2_K(vx, y, item_ct1); + }); } #else { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q2_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q2_K(vx, y, item_ct1); + }); } #endif @@ -76,18 +85,24 @@ static void dequantize_row_q3_K_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 64), sycl::range<3>(1, 1, 64)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q3_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 64), + sycl::range<3>(1, 1, 64)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q3_K(vx, y, item_ct1); + }); } #else { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q3_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q3_K(vx, y, item_ct1); + }); } #endif } @@ -101,9 +116,12 @@ static void dequantize_row_q4_0_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q4_0(vx, y, nb32, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q4_0(vx, y, nb32, item_ct1); + }); } } @@ -117,12 +135,13 @@ static void dequantize_row_q4_0_sycl_reorder(const void *vx, dst_t *y, const int int constexpr WARP_K = WARP_SIZE * QK4_0; const int n_warp = (k + WARP_K - 1) / WARP_K; GGML_ASSERT(k % 2 == 0); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, n_warp) * sycl::range<3>(1, 1, WARP_SIZE), - sycl::range<3>(1, 1, WARP_SIZE)), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_block_q4_0_reorder(vx, y, k, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, n_warp) * + sycl::range<3>(1, 1, WARP_SIZE), + sycl::range<3>(1, 1, WARP_SIZE)), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]]{ + dequantize_block_q4_0_reorder(vx, y, k, item_ct1); + }); + } template @@ -134,9 +153,12 @@ static void dequantize_row_q4_1_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q4_1(vx, y, nb32, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q4_1(vx, y, nb32, item_ct1); + }); } } @@ -149,13 +171,14 @@ static void dequantize_row_q4_K_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor scale_local_acc(sycl::range<1>(12), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { - dequantize_block_q4_K(vx, y, get_pointer(scale_local_acc), item_ct1); - }); + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q4_K(vx, y, get_pointer(scale_local_acc), item_ct1); + }); }); } } @@ -168,13 +191,13 @@ static void dequantize_row_q4_K_sycl_reorder(const void * vx, dst_t * y, const i dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler & cgh) { sycl::local_accessor scale_local_acc(sycl::range<1>(12), cgh); - sycl_parallel_for<1>(cgh, sycl::nd_range<1>(sycl::range<1>(global_size), sycl::range<1>(local_size)), - [=](sycl::nd_item<1> item_ct1) { - dequantize_block_q4_K_reorder(vx, y, get_pointer(scale_local_acc), item_ct1, nb); - }); + cgh.parallel_for(sycl::nd_range<1>(sycl::range<1>(global_size), sycl::range<1>(local_size)), + [=](sycl::nd_item<1> item_ct1) { + dequantize_block_q4_K_reorder(vx, y, get_pointer(scale_local_acc), item_ct1, nb); + }); }); } @@ -187,18 +210,24 @@ static void dequantize_row_q5_K_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 64), sycl::range<3>(1, 1, 64)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q5_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 64), + sycl::range<3>(1, 1, 64)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q5_K(vx, y, item_ct1); + }); } #else { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q5_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q5_K(vx, y, item_ct1); + }); } #endif @@ -213,18 +242,24 @@ static void dequantize_row_q6_K_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 64), sycl::range<3>(1, 1, 64)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q6_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 64), + sycl::range<3>(1, 1, 64)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q6_K(vx, y, item_ct1); + }); } #else { dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q6_K(vx, y, item_ct1); }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_q6_K(vx, y, item_ct1); + }); } #endif @@ -236,9 +271,9 @@ static void dequantize_row_q6_K_sycl_reorder(const void * vx, dst_t * y, const i dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 64), sycl::range<3>(1, 1, 64)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_q6_K_reorder(vx, y, item_ct1, nb); }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 64), sycl::range<3>(1, 1, 64)), + [=](sycl::nd_item<3> item_ct1) { dequantize_block_q6_K_reorder(vx, y, item_ct1, nb); }); } template @@ -249,10 +284,15 @@ static void dequantize_row_iq1_s_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_iq1_s(vx, y, item_ct1, iq1s_grid_gpu); }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq1_s( + vx, y, item_ct1, iq1s_grid_gpu + ); + }); }); } } @@ -265,10 +305,15 @@ static void dequantize_row_iq1_m_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_iq1_m(vx, y, item_ct1, iq1s_grid_gpu); }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq1_m( + vx, y, item_ct1, iq1s_grid_gpu + ); + }); }); } } @@ -281,12 +326,15 @@ static void dequantize_row_iq2_xxs_sycl(const void *vx, dst_t *y, const int64_t dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { - dequantize_block_iq2_xxs(vx, y, item_ct1, iq2xxs_grid, ksigns_iq2xs, kmask_iq2xs); - }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq2_xxs( + vx, y, item_ct1, iq2xxs_grid, + ksigns_iq2xs, kmask_iq2xs); + }); }); } } @@ -299,12 +347,15 @@ static void dequantize_row_iq2_xs_sycl(const void *vx, dst_t *y, const int64_t k dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { - dequantize_block_iq2_xs(vx, y, item_ct1, iq2xs_grid, ksigns_iq2xs, kmask_iq2xs); - }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq2_xs( + vx, y, item_ct1, iq2xs_grid, + ksigns_iq2xs, kmask_iq2xs); + }); }); } } @@ -317,10 +368,13 @@ static void dequantize_row_iq2_s_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_iq2_s(vx, y, item_ct1); }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq2_s(vx, y, item_ct1); + }); }); } } @@ -334,12 +388,15 @@ static void dequantize_row_iq3_xxs_sycl(const void *vx, dst_t *y, const int64_t dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { - dequantize_block_iq3_xxs(vx, y, item_ct1, iq3xxs_grid, ksigns_iq2xs, kmask_iq2xs); - }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq3_xxs( + vx, y, item_ct1, iq3xxs_grid, + ksigns_iq2xs, kmask_iq2xs); + }); }); } } @@ -352,10 +409,14 @@ static void dequantize_row_iq3_s_sycl(const void *vx, dst_t *y, const int64_t k, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_iq3_s(vx, y, item_ct1, kmask_iq2xs, iq3s_grid); }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq3_s( + vx, y, item_ct1, kmask_iq2xs, iq3s_grid); + }); }); } } @@ -371,11 +432,14 @@ static void dequantize_row_iq4_xs_sycl(const void *vx, dst_t *y, const int64_t k dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, - sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_iq4_xs(vx, y, item_ct1); }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq4_xs(vx, y, item_ct1); + }); }); } #endif @@ -389,11 +453,14 @@ static void dequantize_row_iq4_nl_sycl(const void *vx, dst_t *y, const int64_t k dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for( - cgh, - sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * sycl::range<3>(1, 1, 32), sycl::range<3>(1, 1, 32)), - [=](sycl::nd_item<3> item_ct1) { dequantize_block_iq4_nl(vx, y, item_ct1); }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, nb) * + sycl::range<3>(1, 1, 32), + sycl::range<3>(1, 1, 32)), + [=](sycl::nd_item<3> item_ct1) { + dequantize_block_iq4_nl(vx, y, item_ct1); + }); }); } } diff --git a/ggml/src/ggml-sycl/cpy.cpp b/ggml/src/ggml-sycl/cpy.cpp index 3d321b58a..1ec99b0a5 100644 --- a/ggml/src/ggml-sycl/cpy.cpp +++ b/ggml/src/ggml-sycl/cpy.cpp @@ -201,8 +201,7 @@ static void ggml_cpy_f16_f32_sycl(const char * cx, char * cdst, const int ne, co { dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { @@ -220,8 +219,7 @@ static void ggml_cpy_f32_f32_sycl(const char * cx, char * cdst, const int ne, co { dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { @@ -239,8 +237,7 @@ static void ggml_cpy_f32_f16_sycl(const char * cx, char * cdst, const int ne, co { dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { @@ -256,11 +253,11 @@ static void ggml_cpy_f32_q8_0_sycl(const char * cx, char * cdst, const int ne, c const int nb12, const int nb13, queue_ptr stream) { GGML_ASSERT(ne % QK8_0 == 0); const int num_blocks = ne / QK8_0; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), + [=](sycl::nd_item<3> item_ct1) { + cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, + ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_q8_0_f32_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -268,11 +265,11 @@ static void ggml_cpy_q8_0_f32_sycl(const char * cx, char * cdst, const int ne, c const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ne; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_q_f32(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), + [=](sycl::nd_item<3> item_ct1) { + cpy_q_f32(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, + ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_f32_q4_0_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -281,11 +278,11 @@ static void ggml_cpy_f32_q4_0_sycl(const char * cx, char * cdst, const int ne, c const int nb12, const int nb13, queue_ptr stream) { GGML_ASSERT(ne % QK4_0 == 0); const int num_blocks = ne / QK4_0; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), + [=](sycl::nd_item<3> item_ct1) { + cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, + ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_q4_0_f32_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -293,9 +290,8 @@ static void ggml_cpy_q4_0_f32_sycl(const char * cx, char * cdst, const int ne, c const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ne; - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { cpy_q_f32, QK4_0>(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); @@ -308,11 +304,11 @@ static void ggml_cpy_f32_q4_1_sycl(const char * cx, char * cdst, const int ne, c const int nb12, const int nb13, queue_ptr stream) { GGML_ASSERT(ne % QK4_1 == 0); const int num_blocks = ne / QK4_1; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), + [=](sycl::nd_item<3> item_ct1) { + cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, + ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_q4_1_f32_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -320,9 +316,8 @@ static void ggml_cpy_q4_1_f32_sycl(const char * cx, char * cdst, const int ne, c const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ne; - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { cpy_q_f32, QK4_1>(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); @@ -335,11 +330,11 @@ static void ggml_cpy_f32_q5_0_sycl(const char * cx, char * cdst, const int ne, c const int nb12, const int nb13, queue_ptr stream) { GGML_ASSERT(ne % QK5_0 == 0); const int num_blocks = ne / QK5_0; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), + [=](sycl::nd_item<3> item_ct1) { + cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, + ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_q5_0_f32_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -347,9 +342,8 @@ static void ggml_cpy_q5_0_f32_sycl(const char * cx, char * cdst, const int ne, c const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ne; - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { cpy_q_f32, QK5_0>(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); @@ -362,11 +356,11 @@ static void ggml_cpy_f32_q5_1_sycl(const char * cx, char * cdst, const int ne, c const int nb12, const int nb13, queue_ptr stream) { GGML_ASSERT(ne % QK5_1 == 0); const int num_blocks = ne / QK5_1; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), + [=](sycl::nd_item<3> item_ct1) { + cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, + ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_q5_1_f32_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -374,9 +368,8 @@ static void ggml_cpy_q5_1_f32_sycl(const char * cx, char * cdst, const int ne, c const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ne; - sycl_parallel_for( - stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { cpy_q_f32, QK5_1>(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); @@ -389,11 +382,11 @@ static void ggml_cpy_f32_iq4_nl_sycl(const char * cx, char * cdst, const int ne, const int nb12, const int nb13, queue_ptr stream) { GGML_ASSERT(ne % QK4_NL == 0); const int num_blocks = ne / QK4_NL; - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), - [=](sycl::nd_item<3> item_ct1) { - cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, - ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks), sycl::range<3>(1, 1, 1)), [=](sycl::nd_item<3> item_ct1) { + cpy_f32_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, + ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } static void ggml_cpy_f16_f16_sycl(const char * cx, char * cdst, const int ne, const int ne00, const int ne01, @@ -404,8 +397,7 @@ static void ggml_cpy_f16_f16_sycl(const char * cx, char * cdst, const int ne, co { dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { @@ -424,8 +416,7 @@ static void ggml_cpy_i16_i16_sycl(const char * cx, char * cdst, const int ne, co // dpct::has_capability_or_fail(stream->get_device(), // {sycl::aspect::fp16}); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { @@ -444,8 +435,7 @@ static void ggml_cpy_i32_i32_sycl(const char * cx, char * cdst, const int ne, co // dpct::has_capability_or_fail(stream->get_device(), // {sycl::aspect::fp16}); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { @@ -460,13 +450,11 @@ static void ggml_cpy_q8_0_q8_0(const char * cx, char * cdst, const int ne, const const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ceil_div(ne, SYCL_CPY_BLOCK_SIZE); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { - cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, - ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { + cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } @@ -475,13 +463,11 @@ static void ggml_cpy_q5_0_q5_0(const char * cx, char * cdst, const int ne, const const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ceil_div(ne, SYCL_CPY_BLOCK_SIZE); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { - cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, - ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { + cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } @@ -491,13 +477,11 @@ static void ggml_cpy_q5_1_q5_1(const char * cx, char * cdst, const int ne, const const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ceil_div(ne, SYCL_CPY_BLOCK_SIZE); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { - cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, - ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), + sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { + cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } @@ -506,13 +490,10 @@ static void ggml_cpy_q4_0_q4_0(const char * cx, char * cdst, const int ne, const const int ne10, const int ne11, const int ne12, const int nb10, const int nb11, const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ceil_div(ne, SYCL_CPY_BLOCK_SIZE); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { - cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, - ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { + cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } @@ -522,13 +503,10 @@ static void ggml_cpy_q4_1_q4_1(const char * cx, char * cdst, const int ne, const const int nb12, const int nb13, queue_ptr stream) { const int num_blocks = ceil_div(ne, SYCL_CPY_BLOCK_SIZE); - sycl_parallel_for(stream, - sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), - sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), - [=](sycl::nd_item<3> item_ct1) { - cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, - ne12, nb10, nb11, nb12, nb13, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_blocks) * sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_CPY_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { + cpy_q_q(cx, cdst, ne, ne00, ne01, ne02, nb00, nb01, nb02, nb03, ne10, ne11, ne12, nb10, nb11, nb12, nb13, item_ct1); + }); } void ggml_sycl_cpy(ggml_backend_sycl_context & ctx, const ggml_tensor * src0, const ggml_tensor * src1) try { diff --git a/ggml/src/ggml-sycl/dmmv.cpp b/ggml/src/ggml-sycl/dmmv.cpp index 70579c0c3..4f2760110 100644 --- a/ggml/src/ggml-sycl/dmmv.cpp +++ b/ggml/src/ggml-sycl/dmmv.cpp @@ -208,10 +208,12 @@ static void convert_mul_mat_vec_f16_sycl(const void *vx, const dfloat *y, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec<1, 1, convert_f16>(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec<1, 1, convert_f16>(vx, y, dst, ncols, + nrows, item_ct1); + }); } } @@ -875,11 +877,12 @@ static void dequantize_mul_mat_vec_q4_0_sycl_reorder(const void *vx, const dfloa dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec_reorder(vx, y, dst, ncols, - nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec_reorder( + vx, y, dst, ncols, nrows, item_ct1); + }); } } @@ -897,10 +900,12 @@ static void dequantize_mul_mat_vec_q4_0_sycl(const void *vx, const dfloat *y, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec( + vx, y, dst, ncols, nrows, item_ct1); + }); } } @@ -916,10 +921,12 @@ static void dequantize_mul_mat_vec_q4_1_sycl(const void *vx, const dfloat *y, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec( + vx, y, dst, ncols, nrows, item_ct1); + }); } } @@ -935,10 +942,12 @@ static void dequantize_mul_mat_vec_q5_0_sycl(const void *vx, const dfloat *y, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec( + vx, y, dst, ncols, nrows, item_ct1); + }); } } @@ -954,10 +963,12 @@ static void dequantize_mul_mat_vec_q5_1_sycl(const void *vx, const dfloat *y, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec( + vx, y, dst, ncols, nrows, item_ct1); + }); } } @@ -973,10 +984,12 @@ static void dequantize_mul_mat_vec_q8_0_sycl(const void *vx, const dfloat *y, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - dequantize_mul_mat_vec(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + dequantize_mul_mat_vec( + vx, y, dst, ncols, nrows, item_ct1); + }); } } @@ -989,10 +1002,11 @@ static void dequantize_mul_mat_vec_q2_K_sycl(const void *vx, const float *y, const int block_num_y = (nrows + ny - 1) / ny; const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, ny, QK_WARP_SIZE); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { - dequantize_mul_mat_vec_q2_k(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { + dequantize_mul_mat_vec_q2_k(vx, y, dst, ncols, nrows, item_ct1); + }); } static void dequantize_mul_mat_vec_q3_K_sycl(const void *vx, const float *y, @@ -1004,10 +1018,11 @@ static void dequantize_mul_mat_vec_q3_K_sycl(const void *vx, const float *y, const int block_num_y = (nrows + ny - 1) / ny; const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, ny, QK_WARP_SIZE); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { - dequantize_mul_mat_vec_q3_k(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { + dequantize_mul_mat_vec_q3_k(vx, y, dst, ncols, nrows, item_ct1); + }); } static void dequantize_mul_mat_vec_q4_K_sycl(const void *vx, const float *y, @@ -1019,10 +1034,11 @@ static void dequantize_mul_mat_vec_q4_K_sycl(const void *vx, const float *y, const int block_num_y = (nrows + ny - 1) / ny; const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, ny, QK_WARP_SIZE); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { - dequantize_mul_mat_vec_q4_k(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { + dequantize_mul_mat_vec_q4_k(vx, y, dst, ncols, nrows, item_ct1); + }); } static void dequantize_mul_mat_vec_q5_K_sycl(const void *vx, const float *y, @@ -1031,10 +1047,11 @@ static void dequantize_mul_mat_vec_q5_K_sycl(const void *vx, const float *y, dpct::queue_ptr stream) { GGML_ASSERT(ncols % QK_K == 0); const sycl::range<3> block_dims(1, 1, QK_WARP_SIZE); - sycl_parallel_for(stream, sycl::nd_range<3>(sycl::range<3>(1, 1, nrows) * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { - dequantize_mul_mat_vec_q5_k(vx, y, dst, ncols, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, nrows) * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { + dequantize_mul_mat_vec_q5_k(vx, y, dst, ncols, item_ct1); + }); } static void dequantize_mul_mat_vec_q6_K_sycl(const void *vx, const float *y, @@ -1046,10 +1063,11 @@ static void dequantize_mul_mat_vec_q6_K_sycl(const void *vx, const float *y, const int block_num_y = (nrows + ny - 1) / ny; const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, ny, QK_WARP_SIZE); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { - dequantize_mul_mat_vec_q6_k(vx, y, dst, ncols, nrows, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(QK_WARP_SIZE)]] { + dequantize_mul_mat_vec_q6_k(vx, y, dst, ncols, nrows, item_ct1); + }); } void ggml_sycl_op_dequantize_mul_mat_vec( diff --git a/ggml/src/ggml-sycl/dpct/helper.hpp b/ggml/src/ggml-sycl/dpct/helper.hpp index 27c727860..d538965b0 100644 --- a/ggml/src/ggml-sycl/dpct/helper.hpp +++ b/ggml/src/ggml-sycl/dpct/helper.hpp @@ -13,10 +13,10 @@ #ifndef GGML_SYCL_DPCT_HELPER_HPP #define GGML_SYCL_DPCT_HELPER_HPP -#include #include #include #include +#include #ifdef GGML_SYCL_USE_INTEL_ONEMKL #include @@ -118,36 +118,6 @@ inline auto get_onemath_backend(sycl::queue& queue) #endif } -#ifdef SYCL_EXT_ONEAPI_ENQUEUE_FUNCTIONS - namespace syclex = sycl::ext::oneapi::experimental; -#endif - -template -__dpct_inline__ void sycl_parallel_for(sycl::handler & cgh, sycl::nd_range nd_range, Func && func) { -#ifdef SYCL_EXT_ONEAPI_ENQUEUE_FUNCTIONS - syclex::nd_launch(cgh, nd_range, func); -#else - cgh.parallel_for(nd_range, func); -#endif -} - -template -__dpct_inline__ void sycl_parallel_for(sycl::queue * q, sycl::nd_range nd_range, Func && func) { -#ifdef SYCL_EXT_ONEAPI_ENQUEUE_FUNCTIONS - syclex::nd_launch(*q, nd_range, func); -#else - q->parallel_for(nd_range, func); -#endif -} - -template __dpct_inline__ void sycl_launch(sycl::queue * stream, Func && func) { -#ifdef SYCL_EXT_ONEAPI_ENQUEUE_FUNCTIONS - syclex::submit(*stream, func); -#else - stream->submit(func); -#endif -} - namespace dpct { typedef sycl::queue *queue_ptr; diff --git a/ggml/src/ggml-sycl/element_wise.cpp b/ggml/src/ggml-sycl/element_wise.cpp index 0363b06a3..c2da2fb48 100644 --- a/ggml/src/ggml-sycl/element_wise.cpp +++ b/ggml/src/ggml-sycl/element_wise.cpp @@ -407,7 +407,7 @@ static void acc_f32_sycl(const float *x, const float *y, float *dst, const int ne12, const int nb1, const int nb2, const int offset, queue_ptr stream) { int num_blocks = ceil_div(n_elements, SYCL_ACC_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_ACC_BLOCK_SIZE), sycl::range<1>(SYCL_ACC_BLOCK_SIZE)), @@ -425,8 +425,8 @@ static void upscale_sycl(const T *x, T *dst, const int nb00, const int nb01, int dst_size = ne10 * ne11 * ne12 * ne13; int num_blocks = ceil_div(dst_size, SYCL_UPSCALE_BLOCK_SIZE); sycl::range<1> gridDim(num_blocks * SYCL_UPSCALE_BLOCK_SIZE); - sycl_parallel_for<1>( - stream, sycl::nd_range<1>(gridDim, sycl::range<1>(SYCL_UPSCALE_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { + stream->parallel_for( + sycl::nd_range<1>(gridDim, sycl::range<1>(SYCL_UPSCALE_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { upscale(x, dst, nb00, nb01, nb02, nb03, ne10, ne11, ne12, ne13, sf0, sf1, sf2, sf3, item_ct1); }); } @@ -437,7 +437,7 @@ static void pad_sycl(const T *x, T *dst, const int ne00, const int ne1, const int ne2, queue_ptr stream) { int num_blocks = ceil_div(ne0, SYCL_PAD_BLOCK_SIZE); sycl::range<3> gridDim(ne2, ne1, num_blocks); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<3>(gridDim * sycl::range<3>(1, 1, SYCL_PAD_BLOCK_SIZE), sycl::range<3>(1, 1, SYCL_PAD_BLOCK_SIZE)), [=](sycl::nd_item<3> item_ct1) { pad(x, dst, ne0, ne00, ne01, ne02, item_ct1); }); @@ -639,7 +639,7 @@ static inline void ggml_sycl_op_sgn(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, 256); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(256), sycl::range<1>(256)), [=](sycl::nd_item<1> item_ct1) { @@ -652,7 +652,7 @@ static inline void ggml_sycl_op_abs(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, 256); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(256), sycl::range<1>(256)), [=](sycl::nd_item<1> item_ct1) { @@ -665,7 +665,7 @@ static inline void ggml_sycl_op_elu(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, 256); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(256), sycl::range<1>(256)), [=](sycl::nd_item<1> item_ct1) { @@ -678,7 +678,7 @@ static inline void ggml_sycl_op_silu(ggml_backend_sycl_context & ctx, ggml_tenso ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_SILU_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_SILU_BLOCK_SIZE), sycl::range<1>(SYCL_SILU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -691,7 +691,7 @@ static inline void ggml_sycl_op_gelu(ggml_backend_sycl_context & ctx, ggml_tenso ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_GELU_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_GELU_BLOCK_SIZE), sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -704,7 +704,7 @@ static inline void ggml_sycl_op_gelu_quick(ggml_backend_sycl_context & ctx, ggml ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_GELU_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_GELU_BLOCK_SIZE), sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -717,7 +717,7 @@ static inline void ggml_sycl_op_gelu_erf(ggml_backend_sycl_context & ctx, ggml_t ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_GELU_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_GELU_BLOCK_SIZE), sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -730,7 +730,7 @@ static inline void ggml_sycl_op_tanh(ggml_backend_sycl_context & ctx, ggml_tenso ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_TANH_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_TANH_BLOCK_SIZE), sycl::range<1>(SYCL_TANH_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -743,7 +743,7 @@ static inline void ggml_sycl_op_relu(ggml_backend_sycl_context & ctx, ggml_tenso ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_RELU_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_RELU_BLOCK_SIZE), sycl::range<1>(SYCL_RELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -756,7 +756,7 @@ static inline void ggml_sycl_op_hardsigmoid(ggml_backend_sycl_context & ctx, ggm ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_HARDSIGMOID_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_HARDSIGMOID_BLOCK_SIZE), sycl::range<1>(SYCL_HARDSIGMOID_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -769,7 +769,7 @@ static inline void ggml_sycl_op_hardswish(ggml_backend_sycl_context & ctx, ggml_ ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_HARDSWISH_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_HARDSWISH_BLOCK_SIZE), sycl::range<1>(SYCL_HARDSWISH_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -782,7 +782,7 @@ static inline void ggml_sycl_op_exp(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_EXP_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_EXP_BLOCK_SIZE), sycl::range<1>(SYCL_EXP_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -795,7 +795,7 @@ static inline void ggml_sycl_op_log(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_EXP_BLOCK_SIZE); // Using EXP block size - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_EXP_BLOCK_SIZE), sycl::range<1>(SYCL_EXP_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -808,7 +808,7 @@ static inline void ggml_sycl_op_neg(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_NEG_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_NEG_BLOCK_SIZE), sycl::range<1>(SYCL_NEG_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -821,7 +821,7 @@ static inline void ggml_sycl_op_step(ggml_backend_sycl_context & ctx, ggml_tenso ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_NEG_BLOCK_SIZE); // Using NEG block size - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_NEG_BLOCK_SIZE), sycl::range<1>(SYCL_NEG_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -834,7 +834,7 @@ static inline void ggml_sycl_op_sigmoid(ggml_backend_sycl_context & ctx, ggml_te ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_SIGMOID_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_SIGMOID_BLOCK_SIZE), sycl::range<1>(SYCL_SIGMOID_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -847,7 +847,7 @@ static inline void ggml_sycl_op_sqrt(ggml_backend_sycl_context & ctx, ggml_tenso ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_SQRT_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_SQRT_BLOCK_SIZE), sycl::range<1>(SYCL_SQRT_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -860,7 +860,7 @@ static inline void ggml_sycl_op_sin(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_SIN_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_SIN_BLOCK_SIZE), sycl::range<1>(SYCL_SIN_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -873,7 +873,7 @@ static inline void ggml_sycl_op_cos(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_SIN_BLOCK_SIZE); // Using SIN block size - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_SIN_BLOCK_SIZE), sycl::range<1>(SYCL_SIN_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -888,7 +888,7 @@ static inline void ggml_sycl_op_leaky_relu(ggml_backend_sycl_context & ctx, ggml ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream, float slope) { const int num_blocks = ceil_div(k_elements, SYCL_RELU_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_RELU_BLOCK_SIZE), sycl::range<1>(SYCL_RELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -901,7 +901,7 @@ static inline void ggml_sycl_op_sqr(ggml_backend_sycl_context & ctx, ggml_tensor ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream) { const int num_blocks = ceil_div(k_elements, SYCL_SQR_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_SQR_BLOCK_SIZE), sycl::range<1>(SYCL_SQR_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -935,7 +935,7 @@ static inline void ggml_sycl_op_clamp(ggml_backend_sycl_context & ctx, ggml_tens ggml_sycl_detail::dispatch_ggml_sycl_op_unary(ctx, dst, [](const auto* src, auto* dst_ptr, int k_elements, queue_ptr stream, float min_arg, float max_arg) { const int num_blocks = ceil_div(k_elements, SYCL_CLAMP_BLOCK_SIZE); - sycl_parallel_for(stream, + stream->parallel_for( sycl::nd_range<1>(sycl::range<1>(num_blocks) * sycl::range<1>(SYCL_CLAMP_BLOCK_SIZE), sycl::range<1>(SYCL_CLAMP_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { @@ -967,7 +967,7 @@ static inline void ggml_sycl_op_geglu(ggml_backend_sycl_context & ctx, ggml_tens ggml_sycl_detail::dispatch_ggml_sycl_op_fused_glu(ctx, dst, [](const auto* x_ptr, const auto* g_ptr, auto* dst_ptr, uint64_t k, uint64_t n, uint64_t o0, uint64_t o1, queue_ptr main_stream) { const uint32_t num_blocks = ceil_div(k, SYCL_GELU_BLOCK_SIZE); - sycl_parallel_for(main_stream, + main_stream->parallel_for( sycl::nd_range<1>((num_blocks * sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { gated_op_fused_geglu(x_ptr, g_ptr, dst_ptr, k, n, o0, o1, item_ct1); }); @@ -978,7 +978,7 @@ static inline void ggml_sycl_op_reglu(ggml_backend_sycl_context & ctx, ggml_tens ggml_sycl_detail::dispatch_ggml_sycl_op_fused_glu(ctx, dst, [](const auto* x_ptr, const auto* g_ptr, auto* dst_ptr, uint64_t k, uint64_t n, uint64_t o0, uint64_t o1, queue_ptr main_stream) { const uint32_t num_blocks = ceil_div((uint32_t)k, SYCL_RELU_BLOCK_SIZE); // Using RELU block size for reglu - sycl_parallel_for(main_stream, + main_stream->parallel_for( sycl::nd_range<1>((num_blocks * sycl::range<1>(SYCL_RELU_BLOCK_SIZE)), sycl::range<1>(SYCL_RELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { gated_op_fused_reglu(x_ptr, g_ptr, dst_ptr, k, n, o0, o1, item_ct1); }); @@ -989,7 +989,7 @@ static inline void ggml_sycl_op_swiglu(ggml_backend_sycl_context & ctx, ggml_ten ggml_sycl_detail::dispatch_ggml_sycl_op_fused_glu(ctx, dst, [](const auto* x_ptr, const auto* g_ptr, auto* dst_ptr, uint64_t k, uint64_t n, uint64_t o0, uint64_t o1, queue_ptr main_stream) { const uint32_t num_blocks = ceil_div((uint32_t)k, SYCL_SILU_BLOCK_SIZE); // Using SILU block size for swiglu - sycl_parallel_for(main_stream, + main_stream->parallel_for( sycl::nd_range<1>((num_blocks * sycl::range<1>(SYCL_SILU_BLOCK_SIZE)), sycl::range<1>(SYCL_SILU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { gated_op_fused_swiglu(x_ptr, g_ptr, dst_ptr, k, n, o0, o1, item_ct1); }); @@ -1000,7 +1000,7 @@ static inline void ggml_sycl_op_geglu_erf(ggml_backend_sycl_context & ctx, ggml_ ggml_sycl_detail::dispatch_ggml_sycl_op_fused_glu(ctx, dst, [](const auto* x_ptr, const auto* g_ptr, auto* dst_ptr, uint64_t k, uint64_t n, uint64_t o0, uint64_t o1, queue_ptr main_stream) { const uint32_t num_blocks = ceil_div(k, SYCL_GELU_BLOCK_SIZE); - sycl_parallel_for(main_stream, + main_stream->parallel_for( sycl::nd_range<1>((num_blocks * sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { gated_op_fused_geglu_erf(x_ptr, g_ptr, dst_ptr, k, n, o0, o1, item_ct1); }); @@ -1011,7 +1011,7 @@ static inline void ggml_sycl_op_geglu_quick(ggml_backend_sycl_context & ctx, ggm ggml_sycl_detail::dispatch_ggml_sycl_op_fused_glu(ctx, dst, [](const auto* x_ptr, const auto* g_ptr, auto* dst_ptr, uint64_t k, uint64_t n, uint64_t o0, uint64_t o1, queue_ptr main_stream) { const uint32_t num_blocks = ceil_div(k, SYCL_GELU_BLOCK_SIZE); - sycl_parallel_for(main_stream, + main_stream->parallel_for( sycl::nd_range<1>((num_blocks * sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), sycl::range<1>(SYCL_GELU_BLOCK_SIZE)), [=](sycl::nd_item<1> item_ct1) { gated_op_fused_geglu_quick(x_ptr, g_ptr, dst_ptr, k, n, o0, o1, item_ct1); }); diff --git a/ggml/src/ggml-sycl/getrows.cpp b/ggml/src/ggml-sycl/getrows.cpp index 9c76ffeb9..03f8dd907 100644 --- a/ggml/src/ggml-sycl/getrows.cpp +++ b/ggml/src/ggml-sycl/getrows.cpp @@ -118,10 +118,12 @@ static void get_rows_sycl(ggml_backend_sycl_context & ctx, const ggml_tensor *sr GGML_ASSERT(ne00 % 2 == 0); - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { - k_get_rows(src0_dd, src1_dd, dst_dd, ne00, ne12, s1, s2, s3, nb01, nb02, nb03, s10, s11, s12, - item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { + k_get_rows( + src0_dd, src1_dd, dst_dd, ne00, ne12, s1, s2, + s3, nb01, nb02, nb03, s10, s11, s12, item_ct1); + }); GGML_UNUSED(dst); GGML_UNUSED(ctx); @@ -154,8 +156,9 @@ static void get_rows_sycl_float(ggml_backend_sycl_context & ctx, const ggml_tens dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_parallel_for( - stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { k_get_rows_float(src0_dd, src1_dd, dst_dd, ne00, ne12, s1, s2, s3, nb01, nb02, nb03, s10, s11, s12, item_ct1); }); diff --git a/ggml/src/ggml-sycl/ggml-sycl.cpp b/ggml/src/ggml-sycl/ggml-sycl.cpp index 619ccaefc..e06ec613f 100644 --- a/ggml/src/ggml-sycl/ggml-sycl.cpp +++ b/ggml/src/ggml-sycl/ggml-sycl.cpp @@ -1746,12 +1746,13 @@ static void argsort_f32_i32_sycl(const float *x, int *dst, const int ncols, const size_t shared_mem = ncols_pad * sizeof(int); if (order == GGML_SORT_ORDER_ASC) { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor dpct_local_acc_ct1( sycl::range<1>(shared_mem), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { k_argsort_f32_i32( x, dst, ncols, ncols_pad, item_ct1, dpct_local_acc_ct1.get_multi_ptr() @@ -1759,12 +1760,13 @@ static void argsort_f32_i32_sycl(const float *x, int *dst, const int ncols, }); }); } else if (order == GGML_SORT_ORDER_DESC) { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor dpct_local_acc_ct1( sycl::range<1>(shared_mem), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { k_argsort_f32_i32( x, dst, ncols, ncols_pad, item_ct1, dpct_local_acc_ct1.get_multi_ptr() @@ -1782,47 +1784,50 @@ static void argmax_f32_i32_sycl(const float *x, int *dst, const int ncols, const sycl::range<3> block_nums(1, nrows, 1); const size_t shared_mem = 256 * sizeof(float); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor shared_data( sycl::range<1>(shared_mem/sizeof(float)), cgh); sycl::local_accessor shared_indices( sycl::range<1>(shared_mem/sizeof(float)), cgh); - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { - const int tid = item_ct1.get_local_id(2); - const int row = item_ct1.get_global_id(1); + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { + const int tid = item_ct1.get_local_id(2); + const int row = item_ct1.get_global_id(1); - float max_val = -INFINITY; - int max_idx = -1; + float max_val = -INFINITY; + int max_idx = -1; - for (int col = tid; col < ncols; col += 256) { - float val = x[row * ncols + col]; - if (val > max_val) { - max_val = val; - max_idx = col; - } - } - - shared_data[tid] = max_val; - shared_indices[tid] = max_idx; - item_ct1.barrier(sycl::access::fence_space::local_space); - - for (int stride = 256 / 2; stride > 0; stride >>= 1) { - if (tid < stride) { - float val1 = shared_data[tid]; - float val2 = shared_data[tid + stride]; - if (val2 > val1) { - shared_data[tid] = val2; - shared_indices[tid] = shared_indices[tid + stride]; + for (int col = tid; col < ncols; col += 256) { + float val = x[row * ncols + col]; + if (val > max_val) { + max_val = val; + max_idx = col; } } - item_ct1.barrier(sycl::access::fence_space::local_space); - } - if (tid == 0) { - dst[row] = shared_indices[0]; - } - }); + shared_data[tid] = max_val; + shared_indices[tid] = max_idx; + item_ct1.barrier(sycl::access::fence_space::local_space); + + for (int stride = 256/2; stride > 0; stride >>= 1) { + if (tid < stride) { + float val1 = shared_data[tid]; + float val2 = shared_data[tid + stride]; + if (val2 > val1) { + shared_data[tid] = val2; + shared_indices[tid] = shared_indices[tid + stride]; + } + } + item_ct1.barrier(sycl::access::fence_space::local_space); + } + + + if (tid == 0) { + dst[row] = shared_indices[0]; + } + }); }); } static void diag_mask_inf_f32_sycl(const float *x, float *dst, @@ -2895,7 +2900,7 @@ static void ggml_sycl_mul_mat_batched_sycl(ggml_backend_sycl_context & ctx, cons void ** ptrs_dst_get = ptrs_dst.get(); size_t nb12_scaled = src1->type == GGML_TYPE_F16 ? nb12 : s12 * sizeof(sycl::half); size_t nb13_scaled = src1->type == GGML_TYPE_F16 ? nb13 : s13 * sizeof(sycl::half); - sycl_parallel_for(cgh, sycl::nd_range<3>(block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for(sycl::nd_range<3>(block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { k_compute_batched_ptrs(src0_f16, src1_f16, dst_ddf, ptrs_src_get, ptrs_dst_get, ne12, ne13, ne23, nb02, nb03, nb12_scaled, nb13_scaled, nbd2, nbd3, r2, r3, item_ct1); }); @@ -3403,7 +3408,7 @@ static void ggml_sycl_mul_mat_id(ggml_backend_sycl_context & ctx, { sycl::range<3> block_dims(1, 1, std::min((unsigned int)ne10, max_work_group_size)); sycl::range<3> grid_dims(1, n_ids, ids->ne[1]); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor src1_row_acc(cgh); char *__restrict src1_contiguous_get = @@ -3415,8 +3420,9 @@ static void ggml_sycl_mul_mat_id(ggml_backend_sycl_context & ctx, size_t ids_nb_ct6 = ids->nb[1]; size_t ids_nb_ct7 = ids->nb[0]; - sycl_parallel_for( - cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(grid_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { k_copy_src1_to_contiguous( src1_original, src1_contiguous_get, dev_cur_src1_row_get, @@ -3447,14 +3453,15 @@ static void ggml_sycl_mul_mat_id(ggml_backend_sycl_context & ctx, { sycl::range<3> block_dims(1, 1, std::min((unsigned int)ne0, max_work_group_size)); sycl::range<3> grid_dims(1, 1, num_src1_rows); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { const char *__restrict dst_contiguous_get = dst_contiguous.get(); const mmid_row_mapping *__restrict dev_row_mapping_get = dev_row_mapping.get(); - sycl_parallel_for( - cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(grid_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { k_copy_dst_from_contiguous(dst_original, dst_contiguous_get, dev_row_mapping_get, diff --git a/ggml/src/ggml-sycl/gla.cpp b/ggml/src/ggml-sycl/gla.cpp index b40cbf1f1..879184fdd 100644 --- a/ggml/src/ggml-sycl/gla.cpp +++ b/ggml/src/ggml-sycl/gla.cpp @@ -11,13 +11,13 @@ static void gated_linear_attn_f32_kernel(const dpct::queue_ptr stream, u_int B, const u_int n_seq_tokens = T / B; sycl::range<1> block_dims((C / H)); sycl::range<1> grid_dims((B * H)); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler & cgh) { /* local memory accessors*/ auto _k = sycl::local_accessor(sycl::range<1>(head_size), cgh); auto _r = sycl::local_accessor(sycl::range<1>(head_size), cgh); auto _td = sycl::local_accessor(sycl::range<1>(head_size), cgh); - sycl_parallel_for<1>(cgh, sycl::nd_range<1>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<1> item) { + cgh.parallel_for(sycl::nd_range<1>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<1> item) { u_int tid = item.get_local_id(0); u_int bid = item.get_group(0); diff --git a/ggml/src/ggml-sycl/im2col.cpp b/ggml/src/ggml-sycl/im2col.cpp index 7adcb3d9d..6d75d34d8 100644 --- a/ggml/src/ggml-sycl/im2col.cpp +++ b/ggml/src/ggml-sycl/im2col.cpp @@ -70,7 +70,7 @@ static void im2col_sycl_internal(const float * x, T * dst, int64_t IW, int64_t I const int64_t CHW = IC * KH * KW; - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * local_range, local_range), [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for(sycl::nd_range<3>(block_nums * local_range, local_range), [=](sycl::nd_item<3> item_ct1) { im2col_kernel(x, dst, batch_offset, offset_delta, IC, IW, IH, OH, OW, KW, KH, parallel_elements, CHW, s0, s1, p0, p1, d0, d1, item_ct1); }); diff --git a/ggml/src/ggml-sycl/mmq.cpp b/ggml/src/ggml-sycl/mmq.cpp index c72fcd38e..ffb272aa2 100644 --- a/ggml/src/ggml-sycl/mmq.cpp +++ b/ggml/src/ggml-sycl/mmq.cpp @@ -1818,7 +1818,7 @@ static void ggml_mul_mat_q4_0_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_qs_q4_0_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_d_q4_0_acc_ct1( @@ -1829,8 +1829,9 @@ static void ggml_mul_mat_q4_0_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q4_0( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -1852,7 +1853,7 @@ static void ggml_mul_mat_q4_0_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_qs_q4_0_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_d_q4_0_acc_ct1( @@ -1863,8 +1864,9 @@ static void ggml_mul_mat_q4_0_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q4_0( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -1931,7 +1933,7 @@ static void ggml_mul_mat_q4_1_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_qs_q4_1_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + +mmq_y), cgh); sycl::local_accessor tile_x_dm_q4_1_acc_ct1( @@ -1942,8 +1944,9 @@ static void ggml_mul_mat_q4_1_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q4_1( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -1965,7 +1968,7 @@ static void ggml_mul_mat_q4_1_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_qs_q4_1_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + +mmq_y), cgh); sycl::local_accessor tile_x_dm_q4_1_acc_ct1( @@ -1976,8 +1979,9 @@ static void ggml_mul_mat_q4_1_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q4_1( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2044,7 +2048,7 @@ static void ggml_mul_mat_q5_0_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q5_0_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_d_q5_0_acc_ct1( @@ -2055,8 +2059,9 @@ static void ggml_mul_mat_q5_0_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q5_0( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2078,7 +2083,7 @@ static void ggml_mul_mat_q5_0_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q5_0_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_d_q5_0_acc_ct1( @@ -2089,8 +2094,9 @@ static void ggml_mul_mat_q5_0_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q5_0( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2157,7 +2163,7 @@ static void ggml_mul_mat_q5_1_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q5_1_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q5_1_acc_ct1( @@ -2168,8 +2174,9 @@ static void ggml_mul_mat_q5_1_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q5_1( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2191,7 +2198,7 @@ static void ggml_mul_mat_q5_1_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q5_1_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q5_1_acc_ct1( @@ -2202,8 +2209,9 @@ static void ggml_mul_mat_q5_1_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q5_1( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2270,7 +2278,7 @@ static void ggml_mul_mat_q8_0_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_qs_q8_0_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_d_q8_0_acc_ct1( @@ -2281,8 +2289,9 @@ static void ggml_mul_mat_q8_0_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q8_0( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2304,7 +2313,7 @@ static void ggml_mul_mat_q8_0_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_qs_q8_0_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_d_q8_0_acc_ct1( @@ -2315,8 +2324,9 @@ static void ggml_mul_mat_q8_0_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q8_0( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2383,7 +2393,7 @@ static void ggml_mul_mat_q2_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q2_K_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q2_K_acc_ct1( @@ -2396,8 +2406,9 @@ static void ggml_mul_mat_q2_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q2_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2420,7 +2431,7 @@ static void ggml_mul_mat_q2_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q2_K_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q2_K_acc_ct1( @@ -2433,8 +2444,9 @@ static void ggml_mul_mat_q2_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q2_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2504,7 +2516,7 @@ static void ggml_mul_mat_q3_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q3_K_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q3_K_acc_ct1( @@ -2519,8 +2531,9 @@ static void ggml_mul_mat_q3_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q3_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2544,7 +2557,7 @@ static void ggml_mul_mat_q3_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q3_K_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q3_K_acc_ct1( @@ -2559,8 +2572,9 @@ static void ggml_mul_mat_q3_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q3_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2630,7 +2644,7 @@ static void ggml_mul_mat_q4_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q4_K_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q4_K_acc_ct1( @@ -2643,8 +2657,9 @@ static void ggml_mul_mat_q4_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q4_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2667,7 +2682,7 @@ static void ggml_mul_mat_q4_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q4_K_acc_ct1( sycl::range<1>(mmq_y * (WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q4_K_acc_ct1( @@ -2680,8 +2695,9 @@ static void ggml_mul_mat_q4_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q4_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2749,7 +2765,7 @@ static void ggml_mul_mat_q5_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q5_K_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q5_K_acc_ct1( @@ -2762,8 +2778,9 @@ static void ggml_mul_mat_q5_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q5_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2786,7 +2803,7 @@ static void ggml_mul_mat_q5_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_q5_K_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_q5_K_acc_ct1( @@ -2799,8 +2816,9 @@ static void ggml_mul_mat_q5_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q5_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2868,7 +2886,7 @@ static void ggml_mul_mat_q6_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_acc_ct1( @@ -2881,8 +2899,9 @@ static void ggml_mul_mat_q6_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q6_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, @@ -2905,7 +2924,7 @@ static void ggml_mul_mat_q6_K_q8_1_sycl(const void *vx, const void *vy, dpct::has_capability_or_fail(stream->get_device(), {sycl::aspect::fp16}); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor tile_x_ql_acc_ct1( sycl::range<1>(mmq_y * (2 * WARP_SIZE) + mmq_y), cgh); sycl::local_accessor tile_x_dm_acc_ct1( @@ -2918,8 +2937,9 @@ static void ggml_mul_mat_q6_K_q8_1_sycl(const void *vx, const void *vy, sycl::local_accessor tile_y_ds_acc_ct1( sycl::range<1>(mmq_x * WARP_SIZE / QI8_1), cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { mul_mat_q6_K( vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst, item_ct1, diff --git a/ggml/src/ggml-sycl/mmvq.cpp b/ggml/src/ggml-sycl/mmvq.cpp index c21929d51..5b7f06407 100644 --- a/ggml/src/ggml-sycl/mmvq.cpp +++ b/ggml/src/ggml-sycl/mmvq.cpp @@ -544,12 +544,12 @@ static void reorder_mul_mat_vec_q4_0_q8_1_sycl(const void * vx, const void * vy, const sycl::range<3> global_size(1, GGML_SYCL_MMV_Y, (block_num_y * WARP_SIZE)); const sycl::range<3> workgroup_size(1, GGML_SYCL_MMV_Y, num_subgroups * WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(global_size, workgroup_size), - [=](sycl::nd_item<3> nd_item) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_reorder>(vx, vy, dst, ncols, nrows, - nd_item); - }); + stream->submit([&](sycl::handler & cgh) { + cgh.parallel_for(sycl::nd_range<3>(global_size, workgroup_size), + [=](sycl::nd_item<3> nd_item) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_reorder>(vx, vy, dst, ncols, nrows, + nd_item); + }); }); } @@ -561,12 +561,12 @@ static void mul_mat_vec_q4_0_q8_1_sycl(const void * vx, const void * vy, float * const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + stream->submit([&](sycl::handler & cgh) { + cgh.parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -580,12 +580,17 @@ static void mul_mat_vec_q4_1_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -599,12 +604,17 @@ static void mul_mat_vec_q5_0_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -618,12 +628,17 @@ static void mul_mat_vec_q5_1_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -637,12 +652,17 @@ static void mul_mat_vec_q8_0_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -656,12 +676,17 @@ static void mul_mat_vec_q2_K_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -675,12 +700,17 @@ static void mul_mat_vec_q3_K_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -694,12 +724,17 @@ static void mul_mat_vec_q4_K_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -715,12 +750,12 @@ static void reorder_mul_mat_vec_q4_k_q8_1_sycl(const void * vx, const void * vy, const sycl::range<3> global_size(1, GGML_SYCL_MMV_Y, block_num_y * WARP_SIZE); const sycl::range<3> workgroup_size(1, GGML_SYCL_MMV_Y, num_subgroups * WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(global_size, workgroup_size), - [=](sycl::nd_item<3> nd_item) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_reorder>(vx, vy, dst, ncols, nrows, - nd_item); - }); + stream->submit([&](sycl::handler & cgh) { + cgh.parallel_for(sycl::nd_range<3>(global_size, workgroup_size), + [=](sycl::nd_item<3> nd_item) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_reorder>(vx, vy, dst, ncols, + nrows, nd_item); + }); }); } @@ -734,12 +769,17 @@ static void mul_mat_vec_q5_K_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -754,12 +794,12 @@ static void reorder_mul_mat_vec_q6_k_q8_1_sycl(const void * vx, const void * vy, const sycl::range<3> global_size(1, GGML_SYCL_MMV_Y, block_num_y * WARP_SIZE); const sycl::range<3> workgroup_size(1, GGML_SYCL_MMV_Y, num_subgroups * WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(global_size, workgroup_size), - [=](sycl::nd_item<3> nd_item) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_reorder>(vx, vy, dst, ncols, nrows, - nd_item); - }); + stream->submit([&](sycl::handler & cgh) { + cgh.parallel_for(sycl::nd_range<3>(global_size, workgroup_size), + [=](sycl::nd_item<3> nd_item) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_reorder>(vx, vy, dst, ncols, nrows, + nd_item); + }); }); } static void mul_mat_vec_q6_K_q8_1_sycl(const void *vx, const void *vy, @@ -771,12 +811,17 @@ static void mul_mat_vec_q6_K_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q( - vx, vy, dst, ncols, nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -791,12 +836,14 @@ static void mul_mat_vec_iq2_xxs_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq2_xxs_q8_1(vx, vy, dst, ncols, - nrows, item_ct1); - }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq2_xxs_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -810,12 +857,14 @@ static void mul_mat_vec_iq2_xs_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq2_xs_q8_1(vx, vy, dst, ncols, - nrows, item_ct1); - }); + stream->submit([&](sycl::handler & cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq2_xs_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -829,12 +878,15 @@ static void mul_mat_vec_iq2_s_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq2_s_q8_1(vx, vy, dst, ncols, nrows, - item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq2_s_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -848,12 +900,15 @@ static void mul_mat_vec_iq3_xxs_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq3_xxs_q8_1(vx, vy, dst, ncols, - nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq3_xxs_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -867,12 +922,15 @@ static void mul_mat_vec_iq3_s_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq3_s_q8_1(vx, vy, dst, ncols, nrows, - item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq3_s_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -886,12 +944,15 @@ static void mul_mat_vec_iq1_s_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq1_s_q8_1(vx, vy, dst, ncols, nrows, - item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq1_s_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -905,12 +966,14 @@ static void mul_mat_vec_iq1_m_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq1_m_q8_1(vx, vy, dst, ncols, nrows, - item_ct1); - }); + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq1_m_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -924,12 +987,15 @@ static void mul_mat_vec_iq4_nl_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq4_nl_q8_1(vx, vy, dst, ncols, nrows, - item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq4_nl_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } @@ -943,12 +1009,15 @@ static void mul_mat_vec_iq4_xs_q8_1_sycl(const void *vx, const void *vy, const sycl::range<3> block_nums(1, 1, block_num_y); const sycl::range<3> block_dims(1, GGML_SYCL_MMV_Y, WARP_SIZE); { - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - mul_mat_vec_q_iq4_xs_q8_1(vx, vy, dst, ncols, - nrows, item_ct1); - }); + + stream->submit([&](sycl::handler &cgh) { + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + mul_mat_vec_q_iq4_xs_q8_1( + vx, vy, dst, ncols, nrows, item_ct1); + }); }); } } diff --git a/ggml/src/ggml-sycl/norm.cpp b/ggml/src/ggml-sycl/norm.cpp index 79d846b41..4ec141684 100644 --- a/ggml/src/ggml-sycl/norm.cpp +++ b/ggml/src/ggml-sycl/norm.cpp @@ -254,13 +254,14 @@ static void norm_f32_sycl(const float * x, float * dst, const int ncols, const i GGML_ASSERT(ncols % WARP_SIZE == 0); if (ncols < 1024) { const sycl::range<3> block_dims(1, 1, WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(global_dims * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, - nullptr, WARP_SIZE); - }); - }); + stream->submit([&](sycl::handler& cgh) { + cgh.parallel_for( + sycl::nd_range<3>(global_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, nullptr, WARP_SIZE); + }); + }); } else { const int work_group_size = ggml_sycl_info().max_work_group_sizes[device]; @@ -271,15 +272,16 @@ static void norm_f32_sycl(const float * x, float * dst, const int ncols, const i the limit. To get the device limit, query info::device::max_work_group_size. Adjust the work-group size if needed. */ - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor s_sum_acc_ct1( sycl::range<1>(work_group_size / WARP_SIZE), cgh); - sycl_parallel_for(cgh, sycl::nd_range<3>(global_dims * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, - get_pointer(s_sum_acc_ct1), work_group_size); - }); - }); + cgh.parallel_for( + sycl::nd_range<3>(global_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, get_pointer(s_sum_acc_ct1), work_group_size); + }); + }); } } @@ -288,14 +290,18 @@ static void group_norm_f32_sycl(const float* x, float* dst, const int ne_elements, queue_ptr stream, int device) { if (group_size < 1024) { const sycl::range<3> block_dims(1, 1, WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { const float eps_ct4 = eps; - sycl_parallel_for(cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, num_groups) * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - group_norm_f32(x, dst, group_size, ne_elements, eps_ct4, item_ct1, nullptr, - WARP_SIZE); - }); - }); + cgh.parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_groups) * block_dims, + block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + group_norm_f32( + x, dst, group_size, ne_elements, eps_ct4, item_ct1, + nullptr, WARP_SIZE); + }); + }); } else { const int work_group_size = ggml_sycl_info().max_work_group_sizes[device]; @@ -307,18 +313,22 @@ static void group_norm_f32_sycl(const float* x, float* dst, info::device::max_work_group_size. Adjust the work-group size if needed. */ - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor s_sum_acc_ct1(sycl::range<1>(work_group_size / WARP_SIZE), cgh); const float eps_ct4 = eps; - sycl_parallel_for(cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, num_groups) * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - group_norm_f32(x, dst, group_size, ne_elements, eps_ct4, item_ct1, - get_pointer(s_sum_acc_ct1), work_group_size); - }); - }); + cgh.parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, num_groups) * block_dims, + block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + group_norm_f32(x, dst, group_size, ne_elements, + eps_ct4, item_ct1, + get_pointer(s_sum_acc_ct1), work_group_size); + }); + }); } } @@ -330,13 +340,14 @@ static void rms_norm_f32_sycl(const float* x, float* dst, const int ncols, const const sycl::range<3> global_dims(nsamples, nchannels, nrows); if (ncols < 1024) { const sycl::range<3> block_dims(1, 1, WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(global_dims * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - rms_norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, - nullptr, WARP_SIZE); - }); - }); + stream->submit([&](sycl::handler& cgh) { + cgh.parallel_for( + sycl::nd_range<3>(global_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + rms_norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, nullptr, WARP_SIZE); + }); + }); } else { const int work_group_size = ggml_sycl_info().max_work_group_sizes[device]; @@ -347,15 +358,16 @@ static void rms_norm_f32_sycl(const float* x, float* dst, const int ncols, const the limit. To get the device limit, query info::device::max_work_group_size. Adjust the work-group size if needed. */ - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor s_sum_acc_ct1(sycl::range<1>(work_group_size / WARP_SIZE), cgh); - sycl_parallel_for(cgh, sycl::nd_range<3>(global_dims * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - rms_norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, - get_pointer(s_sum_acc_ct1), work_group_size); - }); - }); + cgh.parallel_for( + sycl::nd_range<3>(global_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + rms_norm_f32(x, dst, ncols, stride_row, stride_channel, stride_sample, eps, item_ct1, get_pointer(s_sum_acc_ct1), work_group_size); + }); + }); } } @@ -366,12 +378,16 @@ static void l2_norm_f32_sycl(const float* x, float* dst, const int ncols, // printf("%s ncols=%d, nrows=%d, WARP_SIZE=%d\n", __func__, ncols, nrows, WARP_SIZE); if (ncols < 1024) { const sycl::range<3> block_dims(1, 1, WARP_SIZE); - sycl_launch(stream, [&](sycl::handler & cgh) { - sycl_parallel_for(cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nrows) * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - l2_norm_f32(x, dst, ncols, eps, item_ct1, nullptr, WARP_SIZE); - }); - }); + stream->submit([&](sycl::handler& cgh) { + cgh.parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, nrows) * block_dims, + block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + l2_norm_f32(x, dst, ncols, eps, item_ct1, + nullptr, WARP_SIZE); + }); + }); } else { const int work_group_size = ggml_sycl_info().max_work_group_sizes[device]; @@ -382,15 +398,18 @@ static void l2_norm_f32_sycl(const float* x, float* dst, const int ncols, the limit. To get the device limit, query info::device::max_work_group_size. Adjust the work-group size if needed. */ - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor s_sum_acc_ct1(sycl::range<1>(work_group_size / WARP_SIZE), cgh); - sycl_parallel_for(cgh, sycl::nd_range<3>(sycl::range<3>(1, 1, nrows) * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { - l2_norm_f32(x, dst, ncols, eps, item_ct1, get_pointer(s_sum_acc_ct1), - work_group_size); - }); - }); + cgh.parallel_for( + sycl::nd_range<3>(sycl::range<3>(1, 1, nrows) * block_dims, + block_dims), + [=](sycl::nd_item<3> item_ct1) + [[sycl::reqd_sub_group_size(WARP_SIZE)]] { + l2_norm_f32(x, dst, ncols, eps, item_ct1, + get_pointer(s_sum_acc_ct1), work_group_size); + }); + }); } } diff --git a/ggml/src/ggml-sycl/rope.cpp b/ggml/src/ggml-sycl/rope.cpp index 1b60226dc..a3ab703d1 100644 --- a/ggml/src/ggml-sycl/rope.cpp +++ b/ggml/src/ggml-sycl/rope.cpp @@ -232,22 +232,20 @@ static void rope_norm_sycl(const T * x, T * dst, const int ne0, const int ne1, c the limit. To get the device limit, query info::device::max_work_group_size. Adjust the work-group size if needed. */ - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) { - rope_norm(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, - attn_factor, corr_dims, theta_scale, freq_factors, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + rope_norm(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, + theta_scale, freq_factors, item_ct1); + }); } else { /* DPCT1049:41: The work-group size passed to the SYCL kernel may exceed the limit. To get the device limit, query info::device::max_work_group_size. Adjust the work-group size if needed. */ - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) { - rope_norm(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, - attn_factor, corr_dims, theta_scale, freq_factors, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + rope_norm(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, + theta_scale, freq_factors, item_ct1); + }); } } @@ -266,17 +264,15 @@ static void rope_neox_sycl(const T * x, T * dst, const int ne0, const int ne1, c dpct::has_capability_or_fail(stream->get_device(), { sycl::aspect::fp16 }); if (freq_factors == nullptr) { - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) { - rope_neox(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, - attn_factor, corr_dims, theta_scale, freq_factors, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + rope_neox(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, + theta_scale, freq_factors, item_ct1); + }); } else { - sycl_parallel_for(stream, sycl::nd_range<3>(block_nums * block_dims, block_dims), - [=](sycl::nd_item<3> item_ct1) { - rope_neox(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, - attn_factor, corr_dims, theta_scale, freq_factors, item_ct1); - }); + stream->parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + rope_neox(x, dst, ne0, ne1, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, + theta_scale, freq_factors, item_ct1); + }); } } @@ -299,12 +295,12 @@ static void rope_multi_sycl(const T * x, T * dst, const int ne0, const int ne1, } // launch kernel if (freq_factors == nullptr) { - sycl_parallel_for(stream, nd_range, [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for(nd_range, [=](sycl::nd_item<3> item_ct1) { rope_multi(x, dst, ne0, ne1, ne2, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, theta_scale, freq_factors, sections, item_ct1); }); } else { - sycl_parallel_for(stream, nd_range, [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for(nd_range, [=](sycl::nd_item<3> item_ct1) { rope_multi(x, dst, ne0, ne1, ne2, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, theta_scale, freq_factors, sections, item_ct1); }); @@ -334,12 +330,12 @@ static void rope_vision_sycl(const T * x, T * dst, const int ne0, const int ne1, } // launch kernel if (freq_factors == nullptr) { - sycl_parallel_for(stream, nd_range, [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for(nd_range, [=](sycl::nd_item<3> item_ct1) { rope_vision(x, dst, ne0, ne1, ne2, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, theta_scale, freq_factors, sections, item_ct1); }); } else { - sycl_parallel_for(stream, nd_range, [=](sycl::nd_item<3> item_ct1) { + stream->parallel_for(nd_range, [=](sycl::nd_item<3> item_ct1) { rope_vision(x, dst, ne0, ne1, ne2, s1, s2, n_dims, pos, freq_scale, ext_factor, attn_factor, corr_dims, theta_scale, freq_factors, sections, item_ct1); }); diff --git a/ggml/src/ggml-sycl/set_rows.cpp b/ggml/src/ggml-sycl/set_rows.cpp index 7a8e1410b..fbe15ffdd 100644 --- a/ggml/src/ggml-sycl/set_rows.cpp +++ b/ggml/src/ggml-sycl/set_rows.cpp @@ -48,7 +48,7 @@ static void set_rows_sycl_q(const char * __restrict__ src0_d, 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) { + stream->parallel_for(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; @@ -129,8 +129,7 @@ static void set_rows_sycl( constexpr int block_size = 64; const int64_t grid_size = ceil_div(total_elements, block_size); - sycl_parallel_for( - stream, + stream->parallel_for( sycl::nd_range<1>(grid_size * block_size, block_size), [=](sycl::nd_item<1> item_ct1) { k_set_rows( diff --git a/ggml/src/ggml-sycl/softmax.cpp b/ggml/src/ggml-sycl/softmax.cpp index 7b60c292e..52fcf4b3d 100644 --- a/ggml/src/ggml-sycl/softmax.cpp +++ b/ggml/src/ggml-sycl/softmax.cpp @@ -127,11 +127,11 @@ static void soft_max_f32_submitter(const float * x, const T * mask, float * dst, const int nrows_y, const float scale, const float max_bias, const float m0, const float m1, uint32_t n_head_log2, sycl::range<3> block_nums, sycl::range<3> block_dims, const size_t n_local_scratch, queue_ptr stream) { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler &cgh) { sycl::local_accessor local_buf_acc(n_local_scratch, cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(block_nums * block_dims, block_dims), + cgh.parallel_for( + sycl::nd_range<3>(block_nums * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) [[sycl::reqd_sub_group_size(WARP_SIZE)]] { soft_max_f32(x, mask, dst, ncols_par, nrows_y, scale, max_bias, m0, diff --git a/ggml/src/ggml-sycl/tsembd.cpp b/ggml/src/ggml-sycl/tsembd.cpp index 721c8fa6f..f6ca626ea 100644 --- a/ggml/src/ggml-sycl/tsembd.cpp +++ b/ggml/src/ggml-sycl/tsembd.cpp @@ -45,9 +45,14 @@ static void timestep_embedding_f32_sycl( int num_blocks = (half_ceil + SYCL_TIMESTEP_EMBEDDING_BLOCK_SIZE - 1) / SYCL_TIMESTEP_EMBEDDING_BLOCK_SIZE; sycl::range<3> block_dims(1, 1, SYCL_TIMESTEP_EMBEDDING_BLOCK_SIZE); sycl::range<3> gridDim(1, ne00, num_blocks); - sycl_parallel_for(stream, sycl::nd_range<3>(gridDim * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { - timestep_embedding_f32(x, dst, nb1, dim, max_period, item_ct1); - }); + stream->parallel_for( + sycl::nd_range<3>( + gridDim * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { + timestep_embedding_f32( + x, dst, nb1, dim, max_period, item_ct1 + ); + }); } void ggml_sycl_op_timestep_embedding(ggml_backend_sycl_context & ctx, ggml_tensor * dst) { diff --git a/ggml/src/ggml-sycl/wkv.cpp b/ggml/src/ggml-sycl/wkv.cpp index 3ed5bbf35..c10e2f764 100644 --- a/ggml/src/ggml-sycl/wkv.cpp +++ b/ggml/src/ggml-sycl/wkv.cpp @@ -207,11 +207,12 @@ void ggml_sycl_op_rwkv_wkv6(ggml_backend_sycl_context& ctx, ggml_tensor* dst) { // Submit kernel if (C / H == WKV_BLOCK_SIZE) { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor shared_mem_acc(shared_mem_size, cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(grid_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { rwkv_wkv6_f32_kernel( B, T, C, H, k_d, v_d, r_d, tf_d, td_d, s_d, dst_d, item_ct1, (float*)shared_mem_acc.get_multi_ptr().get() @@ -219,11 +220,12 @@ void ggml_sycl_op_rwkv_wkv6(ggml_backend_sycl_context& ctx, ggml_tensor* dst) { }); }); } else { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor shared_mem_acc(shared_mem_size, cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(grid_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { rwkv_wkv6_f32_kernel( B, T, C, H, k_d, v_d, r_d, tf_d, td_d, s_d, dst_d, item_ct1, (float*)shared_mem_acc.get_multi_ptr().get() @@ -262,11 +264,12 @@ void ggml_sycl_op_rwkv_wkv7(ggml_backend_sycl_context& ctx, ggml_tensor* dst) { // Submit kernel if (C / H == WKV_BLOCK_SIZE) { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor shared_mem_acc(shared_mem_size, cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(grid_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { rwkv_wkv7_f32_kernel( B, T, C, H, r_d, w_d, k_d, v_d, a_d, b_d, s_d, dst_d, item_ct1, (float*)shared_mem_acc.get_multi_ptr().get() @@ -274,11 +277,12 @@ void ggml_sycl_op_rwkv_wkv7(ggml_backend_sycl_context& ctx, ggml_tensor* dst) { }); }); } else { - sycl_launch(stream, [&](sycl::handler & cgh) { + stream->submit([&](sycl::handler& cgh) { sycl::local_accessor shared_mem_acc(shared_mem_size, cgh); - sycl_parallel_for( - cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) { + cgh.parallel_for( + sycl::nd_range<3>(grid_dims * block_dims, block_dims), + [=](sycl::nd_item<3> item_ct1) { rwkv_wkv7_f32_kernel( B, T, C, H, r_d, w_d, k_d, v_d, a_d, b_d, s_d, dst_d, item_ct1, (float*)shared_mem_acc.get_multi_ptr().get() From 6c88ad8fa741a2182a2dcf8c5353ae4b5c66e656 Mon Sep 17 00:00:00 2001 From: Mathieu Baudier Date: Fri, 12 Sep 2025 09:06:20 +0200 Subject: [PATCH 05/10] vulkan: Make device memory check more portable (#15939) --- ggml/src/ggml-vulkan/ggml-vulkan.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-vulkan/ggml-vulkan.cpp b/ggml/src/ggml-vulkan/ggml-vulkan.cpp index 178d8eb3d..57a9a94ba 100644 --- a/ggml/src/ggml-vulkan/ggml-vulkan.cpp +++ b/ggml/src/ggml-vulkan/ggml-vulkan.cpp @@ -1960,7 +1960,7 @@ static vk_buffer ggml_vk_create_buffer(vk_device& device, size_t size, const std } } - if (buf->device_memory == VK_NULL_HANDLE) { + if (!buf->device_memory) { device->device.destroyBuffer(buf->buffer); throw vk::OutOfDeviceMemoryError("No suitable memory type found"); } From 304ac5693d1e2124f83e0584bc5eea6311d3d3b4 Mon Sep 17 00:00:00 2001 From: Ruben Ortlam Date: Fri, 12 Sep 2025 13:24:21 +0200 Subject: [PATCH 06/10] Vulkan iGPU device selection overhaul and PCI ID API support (#15947) * vulkan: implement ggml igpu device type, implement pci id support * fix compiler warning * prevent printf overflow warning --- ggml/src/ggml-vulkan/ggml-vulkan.cpp | 71 ++++++++++++++++++++++++---- 1 file changed, 63 insertions(+), 8 deletions(-) diff --git a/ggml/src/ggml-vulkan/ggml-vulkan.cpp b/ggml/src/ggml-vulkan/ggml-vulkan.cpp index 57a9a94ba..b42be474b 100644 --- a/ggml/src/ggml-vulkan/ggml-vulkan.cpp +++ b/ggml/src/ggml-vulkan/ggml-vulkan.cpp @@ -4497,7 +4497,7 @@ static void ggml_vk_instance_init() { new_driver.pNext = &new_id; devices[i].getProperties2(&new_props); - if (new_props.properties.deviceType == vk::PhysicalDeviceType::eDiscreteGpu) { + if (new_props.properties.deviceType == vk::PhysicalDeviceType::eDiscreteGpu || new_props.properties.deviceType == vk::PhysicalDeviceType::eIntegratedGpu) { // Check if there are two physical devices corresponding to the same GPU auto old_device = std::find_if( vk_instance.device_indices.begin(), @@ -4567,7 +4567,7 @@ static void ggml_vk_instance_init() { } } - // If no dedicated GPUs found, fall back to the first non-CPU device. + // If no GPUs found, fall back to the first non-CPU device. // If only CPU devices are available, return without devices. if (vk_instance.device_indices.empty()) { for (size_t i = 0; i < devices.size(); i++) { @@ -12078,12 +12078,63 @@ void ggml_backend_vk_get_device_memory(int device, size_t * free, size_t * total } } +static vk::PhysicalDeviceType ggml_backend_vk_get_device_type(int device_idx) { + GGML_ASSERT(device_idx >= 0 && device_idx < (int) vk_instance.device_indices.size()); + + vk::PhysicalDevice device = vk_instance.instance.enumeratePhysicalDevices()[vk_instance.device_indices[device_idx]]; + + vk::PhysicalDeviceProperties2 props = {}; + device.getProperties2(&props); + + return props.properties.deviceType; +} + +static std::string ggml_backend_vk_get_device_pci_id(int device_idx) { + GGML_ASSERT(device_idx >= 0 && device_idx < (int) vk_instance.device_indices.size()); + + vk::PhysicalDevice device = vk_instance.instance.enumeratePhysicalDevices()[vk_instance.device_indices[device_idx]]; + + const std::vector ext_props = device.enumerateDeviceExtensionProperties(); + + bool ext_support = false; + + for (const auto& properties : ext_props) { + if (strcmp("VK_EXT_pci_bus_info", properties.extensionName) == 0) { + ext_support = true; + break; + } + } + + if (!ext_support) { + return ""; + } + + vk::PhysicalDeviceProperties2 props = {}; + vk::PhysicalDevicePCIBusInfoPropertiesEXT pci_bus_info = {}; + + props.pNext = &pci_bus_info; + + device.getProperties2(&props); + + const uint32_t pci_domain = pci_bus_info.pciDomain; + const uint32_t pci_bus = pci_bus_info.pciBus; + const uint32_t pci_device = pci_bus_info.pciDevice; + const uint8_t pci_function = (uint8_t) pci_bus_info.pciFunction; // pci function is between 0 and 7, prevent printf overflow warning + + char pci_bus_id[16] = {}; + snprintf(pci_bus_id, sizeof(pci_bus_id), "%04x:%02x:%02x.%x", pci_domain, pci_bus, pci_device, pci_function); + + return std::string(pci_bus_id); +} + ////////////////////////// struct ggml_backend_vk_device_context { size_t device; std::string name; std::string description; + bool is_integrated_gpu; + std::string pci_bus_id; }; static const char * ggml_backend_vk_device_get_name(ggml_backend_dev_t dev) { @@ -12112,16 +12163,18 @@ static ggml_backend_buffer_type_t ggml_backend_vk_device_get_host_buffer_type(gg } static enum ggml_backend_dev_type ggml_backend_vk_device_get_type(ggml_backend_dev_t dev) { - UNUSED(dev); - // TODO: return GGML_BACKEND_DEVICE_TYPE_IGPU for integrated GPUs - return GGML_BACKEND_DEVICE_TYPE_GPU; + ggml_backend_vk_device_context * ctx = (ggml_backend_vk_device_context *)dev->context; + + return ctx->is_integrated_gpu ? GGML_BACKEND_DEVICE_TYPE_IGPU : GGML_BACKEND_DEVICE_TYPE_GPU; } static void ggml_backend_vk_device_get_props(ggml_backend_dev_t dev, struct ggml_backend_dev_props * props) { + ggml_backend_vk_device_context * ctx = (ggml_backend_vk_device_context *)dev->context; + props->name = ggml_backend_vk_device_get_name(dev); props->description = ggml_backend_vk_device_get_description(dev); props->type = ggml_backend_vk_device_get_type(dev); - // TODO: set props->device_id to PCI bus id + props->device_id = ctx->pci_bus_id.empty() ? nullptr : ctx->pci_bus_id.c_str(); ggml_backend_vk_device_get_memory(dev, &props->memory_free, &props->memory_total); props->caps = { /* .async = */ false, @@ -12388,8 +12441,8 @@ static bool ggml_backend_vk_device_supports_op(ggml_backend_dev_t dev, const ggm } if ( - src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_I32 || - src0_type == GGML_TYPE_I32 && src1_type == GGML_TYPE_F32 + (src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_I32) || + (src0_type == GGML_TYPE_I32 && src1_type == GGML_TYPE_F32) ) { return true; } @@ -12554,6 +12607,8 @@ static ggml_backend_dev_t ggml_backend_vk_reg_get_device(ggml_backend_reg_t reg, ctx->device = i; ctx->name = GGML_VK_NAME + std::to_string(i); ctx->description = desc; + ctx->is_integrated_gpu = ggml_backend_vk_get_device_type(i) == vk::PhysicalDeviceType::eIntegratedGpu; + ctx->pci_bus_id = ggml_backend_vk_get_device_pci_id(i); devices.push_back(new ggml_backend_device { /* .iface = */ ggml_backend_vk_device_i, /* .reg = */ reg, From f088b6a84f6aed0abb619dbb9d375e726fc888a6 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Fri, 12 Sep 2025 17:02:55 +0300 Subject: [PATCH 07/10] server : adjust prompt similarity thold + add logs (#15913) ggml-ci --- common/common.h | 2 +- tools/server/server.cpp | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/common/common.h b/common/common.h index 85b3b879d..740168743 100644 --- a/common/common.h +++ b/common/common.h @@ -452,7 +452,7 @@ struct common_params { std::string slot_save_path; - float slot_prompt_similarity = 0.5f; + float slot_prompt_similarity = 0.1f; // batched-bench params bool is_pp_shared = false; diff --git a/tools/server/server.cpp b/tools/server/server.cpp index 39ef439e9..160b97cf7 100644 --- a/tools/server/server.cpp +++ b/tools/server/server.cpp @@ -2372,7 +2372,7 @@ struct server_context { } if (ret != nullptr) { - SLT_DBG(*ret, "selected slot by lcs similarity, lcs_len = %d, similarity = %f\n", lcs_len, similarity); + SLT_INF(*ret, "selected slot by lcs similarity, lcs_len = %d, similarity = %.3f (> %.3f thold)\n", lcs_len, similarity, slot_prompt_similarity); } } @@ -2394,7 +2394,7 @@ struct server_context { } if (ret != nullptr) { - SLT_DBG(*ret, "selected slot by lru, t_last = %" PRId64 "\n", t_last); + SLT_INF(*ret, "selected slot by LRU, t_last = %" PRId64 "\n", t_last); } } From f4e664f838cc65d89fa845c48c372e43852112e4 Mon Sep 17 00:00:00 2001 From: Haiyue Wang Date: Fri, 12 Sep 2025 23:16:32 +0800 Subject: [PATCH 08/10] context : remove redundant explicit casting to the same type (#15948) The function 'output_reserve' return type is 'uint32_t', so need to add explicit casting. --- src/llama-context.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/llama-context.cpp b/src/llama-context.cpp index 3e163001c..289a32b6d 100644 --- a/src/llama-context.cpp +++ b/src/llama-context.cpp @@ -181,7 +181,7 @@ llama_context::llama_context( // graph outputs buffer { // resized during inference when a batch uses more outputs - if ((uint32_t) output_reserve(params.n_seq_max) < params.n_seq_max) { + if (output_reserve(params.n_seq_max) < params.n_seq_max) { throw std::runtime_error("failed to reserve initial output buffer"); } From 4bf5549269d99bac936a65892da2312cc71b2421 Mon Sep 17 00:00:00 2001 From: Eric Curtin Date: Fri, 12 Sep 2025 16:31:50 +0100 Subject: [PATCH 09/10] Add docker protocol support for llama-server model loading (#15790) To pull and run models via: llama-server -dr gemma3 Add some validators and sanitizers for Docker Model urls and metadata Signed-off-by: Eric Curtin --- common/arg.cpp | 131 +++++++++++++++++++++++++++++++++++++++++++++++- common/common.h | 9 ++-- 2 files changed, 135 insertions(+), 5 deletions(-) diff --git a/common/arg.cpp b/common/arg.cpp index 406fbc2f0..6c293699a 100644 --- a/common/arg.cpp +++ b/common/arg.cpp @@ -745,6 +745,124 @@ std::pair> common_remote_get_content(const std::string & #endif // LLAMA_USE_CURL +// +// Docker registry functions +// + +static std::string common_docker_get_token(const std::string & repo) { + std::string url = "https://auth.docker.io/token?service=registry.docker.io&scope=repository:" + repo + ":pull"; + + common_remote_params params; + auto res = common_remote_get_content(url, params); + + if (res.first != 200) { + throw std::runtime_error("Failed to get Docker registry token, HTTP code: " + std::to_string(res.first)); + } + + std::string response_str(res.second.begin(), res.second.end()); + nlohmann::ordered_json response = nlohmann::ordered_json::parse(response_str); + + if (!response.contains("token")) { + throw std::runtime_error("Docker registry token response missing 'token' field"); + } + + return response["token"].get(); +} + +static std::string common_docker_resolve_model(const std::string & docker) { + // Parse ai/smollm2:135M-Q4_K_M + size_t colon_pos = docker.find(':'); + std::string repo, tag; + if (colon_pos != std::string::npos) { + repo = docker.substr(0, colon_pos); + tag = docker.substr(colon_pos + 1); + } else { + repo = docker; + tag = "latest"; + } + + // ai/ is the default + size_t slash_pos = docker.find('/'); + if (slash_pos == std::string::npos) { + repo.insert(0, "ai/"); + } + + LOG_INF("%s: Downloading Docker Model: %s:%s\n", __func__, repo.c_str(), tag.c_str()); + try { + // --- helper: digest validation --- + auto validate_oci_digest = [](const std::string & digest) -> std::string { + // Expected: algo:hex ; start with sha256 (64 hex chars) + // You can extend this map if supporting other algorithms in future. + static const std::regex re("^sha256:([a-fA-F0-9]{64})$"); + std::smatch m; + if (!std::regex_match(digest, m, re)) { + throw std::runtime_error("Invalid OCI digest format received in manifest: " + digest); + } + // normalize hex to lowercase + std::string normalized = digest; + std::transform(normalized.begin()+7, normalized.end(), normalized.begin()+7, [](unsigned char c){ + return std::tolower(c); + }); + return normalized; + }; + + std::string token = common_docker_get_token(repo); // Get authentication token + + // Get manifest + const std::string url_prefix = "https://registry-1.docker.io/v2/" + repo; + std::string manifest_url = url_prefix + "/manifests/" + tag; + common_remote_params manifest_params; + manifest_params.headers.push_back("Authorization: Bearer " + token); + manifest_params.headers.push_back( + "Accept: application/vnd.docker.distribution.manifest.v2+json,application/vnd.oci.image.manifest.v1+json"); + auto manifest_res = common_remote_get_content(manifest_url, manifest_params); + if (manifest_res.first != 200) { + throw std::runtime_error("Failed to get Docker manifest, HTTP code: " + std::to_string(manifest_res.first)); + } + + std::string manifest_str(manifest_res.second.begin(), manifest_res.second.end()); + nlohmann::ordered_json manifest = nlohmann::ordered_json::parse(manifest_str); + std::string gguf_digest; // Find the GGUF layer + if (manifest.contains("layers")) { + for (const auto & layer : manifest["layers"]) { + if (layer.contains("mediaType")) { + std::string media_type = layer["mediaType"].get(); + if (media_type == "application/vnd.docker.ai.gguf.v3" || + media_type.find("gguf") != std::string::npos) { + gguf_digest = layer["digest"].get(); + break; + } + } + } + } + + if (gguf_digest.empty()) { + throw std::runtime_error("No GGUF layer found in Docker manifest"); + } + + // Validate & normalize digest + gguf_digest = validate_oci_digest(gguf_digest); + LOG_DBG("%s: Using validated digest: %s\n", __func__, gguf_digest.c_str()); + + // Prepare local filename + std::string model_filename = repo; + std::replace(model_filename.begin(), model_filename.end(), '/', '_'); + model_filename += "_" + tag + ".gguf"; + std::string local_path = fs_get_cache_file(model_filename); + + const std::string blob_url = url_prefix + "/blobs/" + gguf_digest; + if (!common_download_file_single(blob_url, local_path, token, false)) { + throw std::runtime_error("Failed to download Docker Model"); + } + + LOG_INF("%s: Downloaded Docker Model to: %s\n", __func__, local_path.c_str()); + return local_path; + } catch (const std::exception & e) { + LOG_ERR("%s: Docker Model download failed: %s\n", __func__, e.what()); + throw; + } +} + // // utils // @@ -795,7 +913,9 @@ static handle_model_result common_params_handle_model( handle_model_result result; // handle pre-fill default model path and url based on hf_repo and hf_file { - if (!model.hf_repo.empty()) { + if (!model.docker_repo.empty()) { // Handle Docker URLs by resolving them to local paths + model.path = common_docker_resolve_model(model.docker_repo); + } else if (!model.hf_repo.empty()) { // short-hand to avoid specifying --hf-file -> default it to --model if (model.hf_file.empty()) { if (model.path.empty()) { @@ -2636,6 +2756,15 @@ common_params_context common_params_parser_init(common_params & params, llama_ex params.model.url = value; } ).set_env("LLAMA_ARG_MODEL_URL")); + add_opt(common_arg( + { "-dr", "--docker-repo" }, "[/][:quant]", + "Docker Hub model repository. repo is optional, default to ai/. quant is optional, default to :latest.\n" + "example: gemma3\n" + "(default: unused)", + [](common_params & params, const std::string & value) { + params.model.docker_repo = value; + } + ).set_env("LLAMA_ARG_DOCKER_REPO")); add_opt(common_arg( {"-hf", "-hfr", "--hf-repo"}, "/[:quant]", "Hugging Face model repository; quant is optional, case-insensitive, default to Q4_K_M, or falls back to the first file in the repo if Q4_K_M doesn't exist.\n" diff --git a/common/common.h b/common/common.h index 740168743..cf57d4841 100644 --- a/common/common.h +++ b/common/common.h @@ -193,10 +193,11 @@ struct common_params_sampling { }; struct common_params_model { - std::string path = ""; // model local path // NOLINT - std::string url = ""; // model url to download // NOLINT - std::string hf_repo = ""; // HF repo // NOLINT - std::string hf_file = ""; // HF file // NOLINT + std::string path = ""; // model local path // NOLINT + std::string url = ""; // model url to download // NOLINT + std::string hf_repo = ""; // HF repo // NOLINT + std::string hf_file = ""; // HF file // NOLINT + std::string docker_repo = ""; // Docker repo // NOLINT }; struct common_params_speculative { From 40be51152d4dc2d47444a4ed378285139859895b Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 13 Sep 2025 02:39:52 +0800 Subject: [PATCH 10/10] ggml-zdnn: fix #15414, activate FP16 and BF16 acceleration and incorrect zTensor free (#15839) --- docs/build-s390x.md | 6 +- docs/ops.md | 7 + docs/ops/zDNN.csv | 11114 ++++++++++++++++++-------- ggml/include/ggml-zdnn.h | 2 - ggml/src/ggml-zdnn/ggml-zdnn-impl.h | 1 + ggml/src/ggml-zdnn/ggml-zdnn.cpp | 169 +- 6 files changed, 7760 insertions(+), 3539 deletions(-) diff --git a/docs/build-s390x.md b/docs/build-s390x.md index 94f8ffdb7..67df4e2ea 100644 --- a/docs/build-s390x.md +++ b/docs/build-s390x.md @@ -241,8 +241,8 @@ IBM VXE/VXE2 SIMD acceleration depends on the BLAS implementation. It is strongl | | VX/VXE/VXE2 | zDNN | Spyre | |------------|-------------|------|-------| | FP32 | ✅ | ✅ | ❓ | -| FP16 | ✅ | ❓ | ❓ | -| BF16 | 🚫 | ❓ | ❓ | +| FP16 | ✅ | ✅ | ❓ | +| BF16 | 🚫 | ✅ | ❓ | | Q4_0 | ✅ | ❓ | ❓ | | Q4_1 | ✅ | ❓ | ❓ | | MXFP4 | 🚫 | ❓ | ❓ | @@ -272,4 +272,4 @@ IBM VXE/VXE2 SIMD acceleration depends on the BLAS implementation. It is strongl - 🚫 - acceleration unavailable, will still run using scalar implementation - ❓ - acceleration unknown, please contribute if you can test it yourself -Last Updated by **Aaron Teo (aaron.teo1@ibm.com)** on Sep 6, 2025. +Last Updated by **Aaron Teo (aaron.teo1@ibm.com)** on Sep 7, 2025. diff --git a/docs/ops.md b/docs/ops.md index 9a81ca0a9..0047ef3fa 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -18,6 +18,7 @@ Legend: | ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ | | ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | +| ADD_ID | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | | ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | @@ -26,6 +27,7 @@ Legend: | CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | | CONV_2D | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | | CONV_2D_DW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | +| CONV_3D | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | CONV_TRANSPOSE_2D | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ | @@ -49,9 +51,11 @@ Legend: | GET_ROWS | ❌ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | ❌ | | GET_ROWS_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ | | GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | +| GROUP_NORM_MUL_ADD | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ | +| IM2COL_3D | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | @@ -61,7 +65,9 @@ Legend: | MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ❌ | | NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ | +| NORM_MUL_ADD | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | OPT_STEP_ADAMW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | +| OPT_STEP_SGD | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ | | PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | | PAD_REFLECT_1D | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | @@ -98,6 +104,7 @@ Legend: | SUM | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | | SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | | SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ | +| SWIGLU_OAI | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | ❌ | | TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | | UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ❌ | diff --git a/docs/ops/zDNN.csv b/docs/ops/zDNN.csv index bf633844f..5540c2cc1 100644 --- a/docs/ops/zDNN.csv +++ b/docs/ops/zDNN.csv @@ -239,6 +239,14 @@ "zDNN","GEGLU_QUICK","type=f32,ne_a=[5,7,11,13],v=1,swapped=1","support","0","no","zDNN" "zDNN","GEGLU_QUICK","type=f32,ne_a=[128,2,2,2],v=1,split","support","0","no","zDNN" "zDNN","GEGLU_QUICK","type=f32,ne_a=[5,7,11,13],v=1,split","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=0,alpha=0.500000,limit=2.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=0,alpha=0.500000,limit=7.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=0,alpha=1.702000,limit=2.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=0,alpha=1.702000,limit=7.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=1,alpha=0.500000,limit=2.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=1,alpha=0.500000,limit=7.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=1,alpha=1.702000,limit=2.000000","support","0","no","zDNN" +"zDNN","SWIGLU_OAI","type=f32,ne_a=[128,2,2,2],v=1,alpha=1.702000,limit=7.000000","support","0","no","zDNN" "zDNN","GET_ROWS","type=f32,n=1,m=8,r=2,b=1,v=0","support","0","no","zDNN" "zDNN","GET_ROWS","type=f32,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" "zDNN","GET_ROWS","type=f32,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" @@ -272,6 +280,10 @@ "zDNN","GET_ROWS","type=q8_0,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" "zDNN","GET_ROWS","type=q8_0,n=256,m=5,r=4,b=7,v=0","support","0","no","zDNN" "zDNN","GET_ROWS","type=q8_0,n=256,m=5,r=4,b=7,v=1","support","0","no","zDNN" +"zDNN","GET_ROWS","type=mxfp4,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" +"zDNN","GET_ROWS","type=mxfp4,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" +"zDNN","GET_ROWS","type=mxfp4,n=256,m=5,r=4,b=7,v=0","support","0","no","zDNN" +"zDNN","GET_ROWS","type=mxfp4,n=256,m=5,r=4,b=7,v=1","support","0","no","zDNN" "zDNN","GET_ROWS","type=q2_K,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" "zDNN","GET_ROWS","type=q2_K,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" "zDNN","GET_ROWS","type=q2_K,n=256,m=5,r=4,b=7,v=0","support","0","no","zDNN" @@ -349,6 +361,8 @@ "zDNN","GET_ROWS_BACK","type=q5_1,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" "zDNN","GET_ROWS_BACK","type=q8_0,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" "zDNN","GET_ROWS_BACK","type=q8_0,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" +"zDNN","GET_ROWS_BACK","type=mxfp4,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" +"zDNN","GET_ROWS_BACK","type=mxfp4,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" "zDNN","GET_ROWS_BACK","type=q2_K,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" "zDNN","GET_ROWS_BACK","type=q2_K,n=256,m=5,r=4,b=1,v=1","support","0","no","zDNN" "zDNN","GET_ROWS_BACK","type=q3_K,n=256,m=5,r=4,b=1,v=0","support","0","no","zDNN" @@ -500,6 +514,18 @@ "zDNN","SET_ROWS","type=q8_0,ne=[256,5,7,3],nr23=[1,1],r=1,v=1","support","0","no","zDNN" "zDNN","SET_ROWS","type=q8_0,ne=[256,11,1,7],nr23=[2,3],r=7,v=1","support","0","no","zDNN" "zDNN","SET_ROWS","type=q8_0,ne=[96,3,7,1],nr23=[2,3],r=2,v=1","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,5,1,3],nr23=[1,1],r=1,v=0","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,11,1,1],nr23=[2,3],r=7,v=0","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[96,3,1,1],nr23=[2,3],r=2,v=0","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,5,1,3],nr23=[1,1],r=1,v=1","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,11,1,1],nr23=[2,3],r=7,v=1","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[96,3,1,1],nr23=[2,3],r=2,v=1","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,5,7,3],nr23=[1,1],r=1,v=0","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,11,1,7],nr23=[2,3],r=7,v=0","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[96,3,7,1],nr23=[2,3],r=2,v=0","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,5,7,3],nr23=[1,1],r=1,v=1","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[256,11,1,7],nr23=[2,3],r=7,v=1","support","0","no","zDNN" +"zDNN","SET_ROWS","type=mxfp4,ne=[96,3,7,1],nr23=[2,3],r=2,v=1","support","0","no","zDNN" "zDNN","SET_ROWS","type=q2_K,ne=[256,5,1,3],nr23=[1,1],r=1,v=0","support","0","no","zDNN" "zDNN","SET_ROWS","type=q2_K,ne=[256,11,1,1],nr23=[2,3],r=7,v=0","support","0","no","zDNN" "zDNN","SET_ROWS","type=q2_K,ne=[768,3,1,1],nr23=[2,3],r=2,v=0","support","0","no","zDNN" @@ -883,6 +909,521 @@ "zDNN","IM2COL","type_input=f32,type_kernel=f16,dst_type=f16,ne_input=[12,12,1,2560],ne_kernel=[3,3,1,2560],s0=1,s1=1,p0=1,p1=1,d0=1,d1=1,is_2D=1","support","0","no","zDNN" "zDNN","IM2COL","type_input=f32,type_kernel=f16,dst_type=f16,ne_input=[12,12,2,2560],ne_kernel=[3,3,2,2560],s0=1,s1=1,p0=1,p1=1,d0=1,d1=1,is_2D=1","support","0","no","zDNN" "zDNN","IM2COL","type_input=f32,type_kernel=f16,dst_type=f16,ne_input=[5,5,1,32],ne_kernel=[3,4,1,32],s0=1,s1=1,p0=0,p1=0,d0=1,d1=1,is_2D=1","support","0","no","zDNN" +"zDNN","IM2COL_3D","type_input=f32,type_kernel=f32,dst_type=f32,ne_input=[10,10,10,9],ne_kernel=[3,3,3,1],IC=3,s0=1,s1=1,s2=1,p0=1,p1=1,p2=1,d0=1,d1=1,d2=1","support","0","no","zDNN" +"zDNN","IM2COL_3D","type_input=f32,type_kernel=f16,dst_type=f32,ne_input=[10,10,10,9],ne_kernel=[3,3,3,1],IC=3,s0=1,s1=1,s2=1,p0=1,p1=1,p2=1,d0=1,d1=1,d2=1","support","0","no","zDNN" +"zDNN","IM2COL_3D","type_input=f32,type_kernel=f16,dst_type=f16,ne_input=[10,10,10,9],ne_kernel=[3,3,3,1],IC=3,s0=1,s1=1,s2=1,p0=1,p1=1,p2=1,d0=1,d1=1,d2=1","support","0","no","zDNN" +"zDNN","IM2COL_3D","type_input=f32,type_kernel=f32,dst_type=f32,ne_input=[20,20,10,3],ne_kernel=[3,3,3,3],IC=3,s0=1,s1=1,s2=1,p0=0,p1=0,p2=0,d0=1,d1=1,d2=1","support","0","no","zDNN" +"zDNN","IM2COL_3D","type_input=f32,type_kernel=f32,dst_type=f32,ne_input=[20,20,10,3],ne_kernel=[3,3,3,3],IC=3,s0=1,s1=1,s2=1,p0=0,p1=0,p2=0,d0=1,d1=1,d2=3","support","0","no","zDNN" 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"zDNN","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,1,1,1],s0=1,p0=0,d0=1","support","0","no","zDNN" "zDNN","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,1,1,1],s0=2,p0=0,d0=1","support","0","no","zDNN" "zDNN","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,1,1,1],s0=3,p0=0,d0=1","support","0","no","zDNN" @@ -2576,6 +3375,7 @@ "zDNN","COUNT_EQUAL","type=f32,ne=[4,500,1,1]","support","0","no","zDNN" "zDNN","COUNT_EQUAL","type=f32,ne=[4,5000,1,1]","support","0","no","zDNN" "zDNN","ARGMAX","type=f32,ne=[32,1,1,1]","support","0","no","zDNN" +"zDNN","ARGMAX","type=f32,ne=[32,513,1,1]","support","0","no","zDNN" "zDNN","ARGMAX","type=f32,ne=[100,10,1,1]","support","0","no","zDNN" "zDNN","ARGMAX","type=f32,ne=[1024,10,1,1]","support","0","no","zDNN" "zDNN","ARGMAX","type=f32,ne=[1024,12,1,1]","support","0","no","zDNN" @@ -2693,6 +3493,15 @@ "zDNN","CPY","type_src=q8_0,type_dst=q8_0,ne=[96,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q8_0,type_dst=q8_0,ne=[96,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q8_0,type_dst=q8_0,ne=[96,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=mxfp4,ne=[32,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=mxfp4,ne=[32,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=mxfp4,ne=[32,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=mxfp4,ne=[64,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=mxfp4,ne=[64,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" 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"zDNN","CPY","type_src=f16,type_dst=q5_1,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f16,type_dst=q8_0,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f16,type_dst=q8_0,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=f16,type_dst=mxfp4,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=f16,type_dst=mxfp4,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f16,type_dst=q2_K,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f16,type_dst=q2_K,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f16,type_dst=q3_K,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" @@ -2879,6 +3690,8 @@ "zDNN","CPY","type_src=bf16,type_dst=q5_1,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=bf16,type_dst=q8_0,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=bf16,type_dst=q8_0,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=bf16,type_dst=mxfp4,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=bf16,type_dst=mxfp4,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=bf16,type_dst=q2_K,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=bf16,type_dst=q2_K,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=bf16,type_dst=q3_K,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" @@ -2923,6 +3736,8 @@ "zDNN","CPY","type_src=f32,type_dst=q5_1,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f32,type_dst=q8_0,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f32,type_dst=q8_0,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=f32,type_dst=mxfp4,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=f32,type_dst=mxfp4,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f32,type_dst=q2_K,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f32,type_dst=q2_K,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=f32,type_dst=q3_K,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" @@ -2967,6 +3782,8 @@ "zDNN","CPY","type_src=q5_1,type_dst=f32,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q8_0,type_dst=f32,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q8_0,type_dst=f32,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=f32,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" +"zDNN","CPY","type_src=mxfp4,type_dst=f32,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q2_K,type_dst=f32,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q2_K,type_dst=f32,ne=[256,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q3_K,type_dst=f32,ne=[256,4,4,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" @@ -3224,6 +4041,7 @@ "zDNN","ADD","type=f32,ne=[10,5,4,3],nr=[1,1,2,2],nf=6","support","0","no","zDNN" "zDNN","ADD","type=f32,ne=[10,5,4,3],nr=[1,2,2,2],nf=7","support","0","no","zDNN" "zDNN","ADD","type=f32,ne=[16,5,4,3],nr=[2,2,2,2],nf=8","support","0","no","zDNN" +"zDNN","ADD","type=f32,ne=[16,5,4,3],nr=[1,1,1,1],nf=16","support","0","no","zDNN" "zDNN","ADD1","type=f32,ne=[10,5,4,3]","support","0","no","zDNN" "zDNN","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000","support","0","no","zDNN" "zDNN","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000","support","0","no","zDNN" @@ -3253,16 +4071,36 @@ "zDNN","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000","support","0","no","zDNN" "zDNN","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.100000","support","0","no","zDNN" "zDNN","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=0","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=1","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=0","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=1","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=0","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=1","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=0","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=1","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=0","support","0","no","zDNN" -"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=1,multi_add=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=1,multi_add=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=1,multi_add=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=1,multi_add=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=1,multi_add=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=0","support","0","no","zDNN" +"zDNN","NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[1,1,1,1],eps=0.000001,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[1,1,1,1],eps=0.000001,broadcast=0,multi_add=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[511,1,1,1],eps=0.000001,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[511,1,1,1],eps=0.000001,broadcast=0,multi_add=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[1025,1,1,1],eps=0.000001,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[1025,1,1,1],eps=0.000001,broadcast=0,multi_add=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[8192,1,1,1],eps=0.000001,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[8192,1,1,1],eps=0.000001,broadcast=0,multi_add=1","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[16896,1,1,1],eps=0.000001,broadcast=0,multi_add=0","support","0","no","zDNN" +"zDNN","RMS_NORM_MUL_ADD","type=f32,ne=[16896,1,1,1],eps=0.000001,broadcast=0,multi_add=1","support","0","no","zDNN" "zDNN","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","zDNN" "zDNN","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","zDNN" "zDNN","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","zDNN" @@ -3297,1243 +4135,1547 @@ "zDNN","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=1","support","0","no","zDNN" "zDNN","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=4","support","0","no","zDNN" "zDNN","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=128,n_seqs=4","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f32,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=f16,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" -"zDNN","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","zDNN" 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+"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","zDNN" +"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","zDNN" +"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","zDNN" +"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","0","no","zDNN" +"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","zDNN" +"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","zDNN" +"zDNN","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","zDNN" "zDNN","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","0","no","zDNN" "zDNN","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","0","no","zDNN" "zDNN","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","0","no","zDNN" "zDNN","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","0","no","zDNN" "zDNN","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","0","no","zDNN" +"zDNN","OPT_STEP_SGD","type=f32,ne=[10,5,4,3]","support","0","no","zDNN" diff --git a/ggml/include/ggml-zdnn.h b/ggml/include/ggml-zdnn.h index c2c30c977..69fb558d8 100644 --- a/ggml/include/ggml-zdnn.h +++ b/ggml/include/ggml-zdnn.h @@ -7,8 +7,6 @@ extern "C" { #endif -GGML_BACKEND_API ggml_backend_t ggml_backend_zdnn_init(void); - GGML_BACKEND_API ggml_backend_reg_t ggml_backend_zdnn_reg(void); #ifdef __cplusplus diff --git a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h index 9dcb040fa..a41538181 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h +++ b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h @@ -76,6 +76,7 @@ struct ggml_backend_zdnn_context { struct ggml_backend_zdnn_buffer { void * data; + ggml_backend_zdnn_buffer * extra; // for bias, etc. size_t size; zdnn_tensor_desc pre_tfm_desc; diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index a4c51ab4e..750717c0b 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -115,9 +115,7 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten ggml_backend_zdnn_buffer * weights_extra = (ggml_backend_zdnn_buffer *)weights->extra; ggml_backend_zdnn_buffer * inputs_extra = (ggml_backend_zdnn_buffer *)inputs->extra; ggml_backend_zdnn_buffer * output_extra = (ggml_backend_zdnn_buffer *)output->extra; - - zdnn_tensor_desc ptd_bias, td_bias; - zdnn_ztensor zt_bias; + ggml_backend_zdnn_buffer * bias_extra = (ggml_backend_zdnn_buffer *)output_extra->extra; const int64_t weights_rows = ne01; const int64_t weights_cols = ne00; @@ -129,13 +127,10 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten const int64_t output_rows = ne1; const int64_t output_cols = ne0; - const int64_t bias_dim [GGML_MAX_DIMS] = { 1, 1, 1, output_cols }; - ggml_zdnn_create_tensor(ptd_bias, td_bias, zt_bias, output, bias_dim, ZDNN_1D); - - void * bias_data = (void *)calloc(ne0, ggml_element_size(output)); + // TODO: Weights are somehow not going through `ggml_backend_zdnn_buffer_set_tensor` during model loading. + // So we need to load the weights here. Remove this when the issue is fixed. + // Problem might be residing in `ggml_backend_zdnn_device_supports_buft`. if (weights_extra->ztensor.is_transformed == false) ggml_zdnn_load_tensor(weights_extra->ztensor, weights->data); - if (inputs_extra->ztensor.is_transformed == false) ggml_zdnn_load_tensor(inputs_extra->ztensor, inputs->data); - ggml_zdnn_load_tensor(zt_bias, bias_data); // GGML_LOG_INFO("%s: tensor '%s' tensor dimensions: [%ld, %ld, %ld, %ld] pre_tfm_desc dimensions: [%ld, %ld, %ld, %ld]\n", // __func__, weights_extra->name, @@ -158,29 +153,21 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten GGML_ASSERT(inputs_extra->pre_tfm_desc.dim1 == inputs->ne[0] && "inputs_extra->pre_tfm_desc.dim1 must match inputs->ne[0]"); GGML_ASSERT(inputs_extra->pre_tfm_desc.dim2 == inputs->ne[1] && "inputs_extra->pre_tfm_desc.dim2 must match inputs->ne[1]"); - ZDNN_CHECK(zdnn_matmul_transpose_op(&inputs_extra->ztensor, &weights_extra->ztensor, &zt_bias, + ZDNN_CHECK(zdnn_matmul_transpose_op(&inputs_extra->ztensor, &weights_extra->ztensor, &bias_extra->ztensor, false, true, MATMUL_OP_ADDITION, &output_extra->ztensor)); // TODO: Remove in the future as we are currently DLF16 -> FP32 then in the next op, FP32 -> DLF16 again. Inefficient. ZDNN_CHECK(zdnn_transform_origtensor(&output_extra->ztensor, output->data)); - ZDNN_CHECK(zdnn_free_ztensor_buffer(&zt_bias)); - free(bias_data); + GGML_UNUSED(ctx); + GGML_UNUSED(weights_rows); + GGML_UNUSED(weights_cols); + GGML_UNUSED(inputs_rows); + GGML_UNUSED(inputs_cols); + GGML_UNUSED(output_rows); + GGML_UNUSED(output_cols); } static void ggml_zdnn_mul_mat_dispatch(ggml_backend_zdnn_context * ctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) { - bool use_mul_mat_vec = - (src0->type == GGML_TYPE_F16 || src0->type == GGML_TYPE_F16) - && src1->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32 - && src0->ne[0] % 2 == 0 && src1->ne[1] == 1; - - bool use_mul_mat_vec_q = - ggml_is_quantized(src0->type) - && src1->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32; - - bool use_mul_mat_q = - ggml_is_quantized(src0->type) - && src1->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32; - // debug helpers // GGML_LOG_INFO("%s: use_mul_mat_vec = %d\n", __func__, use_mul_mat_vec); // GGML_LOG_INFO("%s: use_mul_mat_vec_q = %d\n", __func__, use_mul_mat_vec_q); @@ -192,25 +179,7 @@ static void ggml_zdnn_mul_mat_dispatch(ggml_backend_zdnn_context * ctx, const gg // GGML_LOG_INFO("%s: src0 is contiguous %d, transposed %d, type = %s, name = %s\n", __func__, ggml_is_contiguous(src0), ggml_is_transposed(src0), ggml_type_name(src0->type), src0->name); // GGML_LOG_INFO("%s: src1 is contiguous %d, transposed %d, type = %s, name = %s\n", __func__, ggml_is_contiguous(src1), ggml_is_transposed(src1), ggml_type_name(src1->type), src1->name); - if (src0->type == GGML_TYPE_F16 && src1->type == GGML_TYPE_F16 - && !ggml_is_transposed(src0) && !ggml_is_transposed(src1) - && src1->ne[2] * src1->ne[3] > 1) { - // general KQ + KQV multi-batch - GGML_LOG_INFO("%s: using zdnn_mul_mat_batched for KQ + KQV multi-batch\n", __func__); - // ggml_zdnn_mul_mat_batched(ctx, src0, src1, dst); - } else if (use_mul_mat_vec) { - GGML_LOG_INFO("%s: using zdnn_op_mul_mat_vec for vector multiplication\n", __func__); - // ggml_zdnn_op_mul_mat(ctx, src0, src1, dst, ggml_zdnn_op_mul_mat_vec, nullptr); - } else if (use_mul_mat_vec_q) { - GGML_LOG_INFO("%s: using zdnn_op_mul_mat_vec_q for quantized vector multiplication\n", __func__); - // ggml_zdnn_op_mul_mat(ctx, src0, src1, dst, ggml_zdnn_op_mul_mat_vec_q, ggml_zdnn_quantize_row_q8_1); - } else if (use_mul_mat_q) { - GGML_LOG_INFO("%s: using zdnn_op_mul_mat_q for quantized matrix multiplication\n", __func__); - // ggml_zdnn_op_mul_mat(ctx, src0, src1, dst, ggml_zdnn_op_mul_mat_q, ggml_zdnn_quantize_mmq_q8_1); - } else { - // GGML_LOG_INFO("%s: using zdnn_op_mul_mat for general matrix multiplication\n", __func__); - ggml_zdnn_mul_mat_op(ctx, src0, src1, dst); - } + ggml_zdnn_mul_mat_op(ctx, src0, src1, dst); } static bool ggml_zdnn_compute_forward(ggml_backend_zdnn_context * ctx, ggml_tensor * dst) { @@ -253,6 +222,8 @@ static enum ggml_status ggml_zdnn_graph_compute(ggml_backend_t backend, ggml_cgr } return GGML_STATUS_SUCCESS; + + GGML_UNUSED(ctx_dev); } static bool ggml_zdnn_supports_op(const ggml_backend_zdnn_device_context * ctx_dev, const ggml_tensor * op) { @@ -266,22 +237,30 @@ static bool ggml_zdnn_supports_op(const ggml_backend_zdnn_device_context * ctx_d case GGML_OP_MUL_MAT: { - const ggml_tensor * src0 = op->src[0]; - const ggml_tensor * src1 = op->src[1]; + const ggml_tensor * weights = op->src[0]; + const ggml_tensor * inputs = op->src[1]; - const int64_t ne10 = src1->ne[0]; - const int64_t ne0 = op->ne[0]; - const int64_t ne1 = op->ne[1]; + const int64_t ne10 = inputs->ne[0]; + const int64_t ne0 = op->ne[0]; + const int64_t ne1 = op->ne[1]; const int64_t max_batch = ctx_dev->max_size; - return ggml_is_matrix(src0) && - ggml_is_matrix(src1) && - ggml_is_contiguous(src0) && - ggml_is_contiguous(src1) && - src0->view_src == nullptr && src1->view_src == nullptr && - src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_F32 && - (ne0 <= max_batch && ne1 <= max_batch && ne10 <= max_batch); + if (!ggml_is_matrix(weights) || !ggml_is_matrix(inputs) || + !ggml_is_contiguous(weights) || !ggml_is_contiguous(inputs) || + weights->view_src != nullptr || inputs->view_src != nullptr || + ne0 > max_batch || ne1 > max_batch || ne10 > max_batch) { + return false; + } + + switch (weights->type) { + case GGML_TYPE_F32: + case GGML_TYPE_F16: + case GGML_TYPE_BF16: + return true; + default: + return false; + } } break; default: @@ -374,10 +353,9 @@ static void ggml_zdnn_free(ggml_backend_zdnn_context * ctx) { static void ggml_backend_zdnn_buffer_free_buffer(ggml_backend_buffer_t buffer) { ggml_backend_zdnn_buffer_context * ctx = (ggml_backend_zdnn_buffer_context *)buffer->context; - for (int i = 0; i < ctx->n_buffers; i++) { - if (ctx->buffers[i]->ztensor.buffer != NULL && ctx->buffers[i]->ztensor.is_transformed) { - ZDNN_CHECK(zdnn_free_ztensor_buffer(&ctx->buffers[i]->ztensor)); - } + for (const auto & buf_ptr : ctx->buffers) { + ggml_backend_zdnn_buffer * buf = buf_ptr.get(); + if (buf->ztensor.buffer_size > 0) ZDNN_CHECK(zdnn_free_ztensor_buffer(&buf->ztensor)); } delete ctx; @@ -402,11 +380,37 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer std::unique_ptr zdnn_buffer = std::make_unique(); zdnn_buffer->data = tensor->data; zdnn_buffer->size = tsize; - strncpy(zdnn_buffer->name, tensor->name, GGML_MAX_NAME - 1); + zdnn_buffer->extra = nullptr; + snprintf(zdnn_buffer->name, GGML_MAX_NAME, "%s", tensor->name); ggml_zdnn_init_tensor(zdnn_buffer.get(), tensor); tensor->extra = zdnn_buffer.get(); + switch (tensor->op) { + case GGML_OP_MUL_MAT: + { + std::unique_ptr zdnn_bias_buffer = std::make_unique(); + zdnn_bias_buffer->data = (void *)calloc(tensor->ne[0], ggml_element_size(tensor)); + zdnn_bias_buffer->size = ggml_element_size(tensor) * tensor->ne[0]; + snprintf(zdnn_bias_buffer->name, GGML_MAX_NAME, "%.*s (bias)", + GGML_MAX_NAME - (int)sizeof(" (bias)"), tensor->name); + + const int64_t bias_dim[GGML_MAX_DIMS] = { 1, 1, 1, tensor->ne[0] }; + ggml_zdnn_create_tensor(zdnn_bias_buffer->pre_tfm_desc, + zdnn_bias_buffer->tfm_desc, + zdnn_bias_buffer->ztensor, + tensor, bias_dim, ZDNN_1D); + + ggml_zdnn_load_tensor(zdnn_bias_buffer->ztensor, zdnn_bias_buffer->data); + zdnn_buffer->extra = zdnn_bias_buffer.get(); + + ctx->buffers.push_back(std::move(zdnn_bias_buffer)); + ctx->n_buffers++; + } break; + default: + break; + } + ctx->buffers.push_back(std::move(zdnn_buffer)); ctx->n_buffers++; @@ -414,6 +418,8 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer // __func__, tensor->name, buffer_idx, tsize); return GGML_STATUS_SUCCESS; + + GGML_UNUSED(buffer_idx); } static void ggml_backend_zdnn_buffer_memset_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor, uint8_t value, size_t offset, size_t size) { @@ -425,6 +431,10 @@ static void ggml_backend_zdnn_buffer_memset_tensor(ggml_backend_buffer_t buffer, static void ggml_backend_zdnn_buffer_set_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor, const void * data, size_t offset, size_t size) { memcpy((char *)tensor->data + offset, data, size); + ggml_backend_zdnn_buffer * extra = (ggml_backend_zdnn_buffer *)tensor->extra; + if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); + ggml_zdnn_load_tensor(extra->ztensor, tensor->data); + GGML_UNUSED(buffer); } @@ -594,27 +604,6 @@ static ggml_guid_t ggml_backend_zdnn_guid(void) { return reinterpret_cast((void *)guid_str); } -// TODO: remove in the future -ggml_backend_t ggml_backend_zdnn_init(void) { - ggml_backend_dev_t dev = ggml_backend_reg_dev_get(ggml_backend_zdnn_reg(), 0); - - ggml_backend_zdnn_context * ctx = ggml_zdnn_init(dev); - if (ctx == NULL) { - GGML_LOG_ERROR("%s: error: failed to allocate context\n", __func__); - return NULL; - } - - ggml_backend_t backend = (ggml_backend_t)malloc(sizeof(ggml_backend)); - *backend = (ggml_backend) { - /* .guid = */ ggml_backend_zdnn_guid(), - /* .iface = */ ggml_backend_zdnn_i, - /* .device = */ dev, - /* .context = */ ctx, - }; - - return backend; -} - bool ggml_backend_is_zdnn(ggml_backend_t backend) { return backend != NULL && ggml_guid_matches(backend->guid, ggml_backend_zdnn_guid()); @@ -634,11 +623,15 @@ static const char * ggml_backend_zdnn_device_get_name(ggml_backend_dev_t dev) { static const char * ggml_backend_zdnn_device_get_description(ggml_backend_dev_t dev) { return "IBM Z Neural Network Processing Assist (NNPA)"; + + GGML_UNUSED(dev); } static void ggml_backend_zdnn_device_get_memory(ggml_backend_dev_t dev, size_t * free, size_t * total) { *free = 0; *total = 0; + + GGML_UNUSED(dev); } static enum ggml_backend_dev_type ggml_backend_zdnn_device_get_type(ggml_backend_dev_t dev) { @@ -656,7 +649,7 @@ static void ggml_backend_zdnn_device_get_props(ggml_backend_dev_t dev, ggml_back /* .async = */ false, /* .host_buffer = */ false, /* .buffer_from_host_ptr = */ true, - /* .events = */ false, + /* .events = */ false }; } @@ -672,7 +665,7 @@ static ggml_backend_t ggml_backend_zdnn_device_init(ggml_backend_dev_t dev, cons /* .guid = */ ggml_backend_zdnn_guid(), /* .iface = */ ggml_backend_zdnn_i, /* .device = */ dev, - /* .context = */ ctx, + /* .context = */ ctx }; return backend; @@ -724,6 +717,8 @@ static ggml_backend_buffer_t ggml_backend_zdnn_device_buffer_from_ptr(ggml_backe ++ctx->n_buffers; return ggml_backend_buffer_init(ggml_backend_zdnn_buffer_from_ptr_type(), ggml_backend_zdnn_buffer_i, ctx, size); + + GGML_UNUSED(max_tensor_size); } static bool ggml_backend_zdnn_device_supports_op(ggml_backend_dev_t dev, const ggml_tensor * op) { @@ -813,7 +808,7 @@ static ggml_backend_reg_i ggml_backend_zdnn_reg_i = { /* .get_name = */ ggml_backend_zdnn_reg_get_name, /* .get_device_count = */ ggml_backend_zdnn_reg_device_count, /* .get_device = */ ggml_backend_zdnn_reg_device_get, - /* .get_proc_address = */ ggml_backend_zdnn_get_proc_address, + /* .get_proc_address = */ ggml_backend_zdnn_get_proc_address }; static void ggml_zdnn_cleanup(void) { @@ -831,13 +826,13 @@ ggml_backend_reg_t ggml_backend_zdnn_reg(void) { g_ggml_backend_zdnn_reg = (ggml_backend_reg) { /* .api_version = */ GGML_ZDNN_VERSION, /* .iface = */ ggml_backend_zdnn_reg_i, - /* .context = */ NULL, + /* .context = */ NULL }; g_ggml_backend_zdnn_device = (ggml_backend_device) { /* .iface = */ ggml_backend_zdnn_device_i, /* .reg = */ &g_ggml_backend_zdnn_reg, - /* .context = */ &g_ggml_ctx_dev_main, + /* .context = */ &g_ggml_ctx_dev_main }; return &g_ggml_backend_zdnn_reg;