From 47509d42f558a443bccad6e121ac7b14c2a8217f Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 17:56:42 +0800 Subject: [PATCH 01/20] ggml-zdnn: first rev to fix #15414 Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 17 +- ggml/src/ggml-zdnn/zdnn.h | 660 +++++++++++++++++++++++++++++++ 2 files changed, 675 insertions(+), 2 deletions(-) create mode 100644 ggml/src/ggml-zdnn/zdnn.h diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 7507a52aeae31..335eab92982ec 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -134,7 +134,6 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten void * bias_data = (void *)calloc(ne0, ggml_element_size(output)); 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", @@ -425,11 +424,25 @@ 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; + size_t total_size = ggml_nbytes(tensor); + // WARNING: this check might not be thread-safe. need to verify. + if (offset + size == total_size) { + if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); + ggml_zdnn_load_tensor(extra->ztensor, tensor->data); + } + GGML_UNUSED(buffer); } static void ggml_backend_zdnn_buffer_get_tensor(ggml_backend_buffer_t buffer, const ggml_tensor * tensor, void * data, size_t offset, size_t size) { - memcpy(data, (const char *)tensor->data + offset, size); + ggml_backend_zdnn_buffer * extra = (ggml_backend_zdnn_buffer *)tensor->extra; + + if (extra->ztensor.is_transformed && offset == 0 && size == ggml_nbytes(tensor)) { + ZDNN_CHECK(zdnn_transform_origtensor(&extra->ztensor, data)); + } else { + memcpy(data, (const char *)tensor->data + offset, size); + } GGML_UNUSED(buffer); } diff --git a/ggml/src/ggml-zdnn/zdnn.h b/ggml/src/ggml-zdnn/zdnn.h new file mode 100644 index 0000000000000..0c9cacc0bd0fb --- /dev/null +++ b/ggml/src/ggml-zdnn/zdnn.h @@ -0,0 +1,660 @@ +// SPDX-License-Identifier: Apache-2.0 +/* + * Copyright IBM Corp. 2021, 2024 + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef ZDNN_ZDNN_H_ +#define ZDNN_ZDNN_H_ + +#include +#include +#include +#include + +#ifdef __cplusplus +extern "C" { +#endif + +// ----------------------------------------------------------------------------- +// NOTE: +// Ensure that symbols in zdnn.h and zdnn.map are in sync! +// Please also have a look at zdnn.map how to add, update or remove a symbol. +// ----------------------------------------------------------------------------- + +// ----------------------------------------------------------------------------- +// Initializer and global variables +// ----------------------------------------------------------------------------- + +void zdnn_init(); + +// ----------------------------------------------------------------------------- +// zDNN Status +// ----------------------------------------------------------------------------- + +// ----------------------------------------------------------------------------- +// NOTE: +// Update status.c and zdnn_private.h after any status modification! +// ----------------------------------------------------------------------------- + +// Status categories +#define ZDNN_WARNING 0x00020000 +#define ZDNN_PARAMETER_ERROR 0x00040000 +#define ZDNN_DATA_ERROR 0x00100000 +#define ZDNN_HW_ERROR 0x000c0000 + +// clang-format off +typedef enum zdnn_status { + // ---------------------------------------------------------------- + ZDNN_OK = 0x00000000, // Success. + // ---------------------------------------------------------------- + ZDNN_ELEMENT_RANGE_VIOLATION = ZDNN_WARNING + 0x0001, // zAIU operation resulted in data that was out of the normal range. + // ---------------------------------------------------------------- + ZDNN_INVALID_SHAPE = ZDNN_PARAMETER_ERROR + 0x0001, // Invalid shape information in one (or more) of the input/output tensor(s). + ZDNN_INVALID_LAYOUT, // Invalid layout information in one (or more) of the input/output tensor(s). + ZDNN_INVALID_TYPE, // Invalid type information in one (or more) of the input/output tensor(s). + ZDNN_INVALID_FORMAT, // Invalid format information in one (or more) of the input/output tensor(s). + ZDNN_INVALID_DIRECTION, // Invalid RNN direction. + ZDNN_INVALID_CONCAT_INFO, // Invalid concatenation info. + ZDNN_INVALID_STRIDE_PADDING, // Invalid padding type parameter for current strides + ZDNN_INVALID_STRIDES, // Invalid stride height or width parameter. + ZDNN_MISALIGNED_PARMBLOCK, // NNPA parameter block is not on double word boundary. + ZDNN_INVALID_CLIPPING_VALUE, // Invalid clipping for the specified operation. + ZDNN_INVALID_ADJUSTMENT_FACTOR, // Invalid adjustment for the specified operation. + ZDNN_INVALID_EPSILON, // Invalid epsilon for the specified operation. + ZDNN_INVALID_TRANSFORM_TYPE, // Invalid transformation type + ZDNN_INVALID_BETA, // Invalid beta value for the specified operation. + ZDNN_INVALID_GAMMA, // Invalid gamma value for the specified operation. + ZDNN_INVALID_BESSEL_CORRECTION, // Invalid bessel correction value for the specified operation. + ZDNN_INVALID_SCALE, // Invalid scale value for the specified operation. + ZDNN_INVALID_OFFSET, // Invalid offset value for the specified operation. + // ---------------------------------------------------------------- + ZDNN_ALLOCATION_FAILURE = ZDNN_DATA_ERROR + 0x0001, // Can not allocate storage. + ZDNN_INVALID_BUFFER, // Buffer address is NULL or not on 4K-byte boundary, or insufficient buffer size. + ZDNN_CONVERT_FAILURE, // Floating point data conversion failure. + ZDNN_INVALID_STATE, // Invalid zTensor state. + ZDNN_UNSUPPORTED_AIU_EXCEPTION, // zAIU operation returned an unexpected exception. + // ---------------------------------------------------------------- + ZDNN_UNSUPPORTED_PARMBLOCK = ZDNN_HW_ERROR + 0x0001, // NNPA parameter block format is not supported by the model. + ZDNN_UNAVAILABLE_FUNCTION, // Specified NNPA function is not defined or installed on the machine. + ZDNN_UNSUPPORTED_FORMAT = ZDNN_HW_ERROR + 0x0010, // Specified tensor data layout format is not supported. + ZDNN_UNSUPPORTED_TYPE, // Specified tensor data type is not supported. + ZDNN_EXCEEDS_MDIS, // Tensor dimension exceeds maximum dimension index size (MDIS). + ZDNN_EXCEEDS_MTS, // Total number of elements in tensor exceeds maximum tensor size. (MTS). + ZDNN_MISALIGNED_TENSOR, // Tensor address is not on 4K-byte boundary. + ZDNN_MISALIGNED_SAVEAREA, // Function specific save area address is not on 4K-byte boundary. + // ---------------------------------------------------------------- + // Function specific response code (F00x) + ZDNN_FUNC_RC_F000 = ZDNN_HW_ERROR + 0xF000, // Function specific response code (F000). + ZDNN_FUNC_RC_F001, // Function specific response code (F001). + ZDNN_FUNC_RC_F002, // Function specific response code (F002). + ZDNN_FUNC_RC_F003, // Function specific response code (F003). + ZDNN_FUNC_RC_F004, // Function specific response code (F004). + ZDNN_FUNC_RC_F005, // Function specific response code (F005). + ZDNN_FUNC_RC_F006, // Function specific response code (F006). + ZDNN_FUNC_RC_F007, // Function specific response code (F007). + ZDNN_FUNC_RC_F008, // Function specific response code (F008). + ZDNN_FUNC_RC_F009, // Function specific response code (F009). + + // ---------------------------------------------------------------- +} zdnn_status; +// clang-format on + +// ----------------------------------------------------------------------------- +// NNPA hardware defined values as described in +// z/Architecture - Principles of Operation +// ----------------------------------------------------------------------------- + +typedef enum nnpa_function_code { + NNPA_QAF = 0, + NNPA_ADD = 16, + NNPA_SUB = 17, + NNPA_MUL = 18, + NNPA_DIV = 19, + NNPA_MIN = 20, + NNPA_MAX = 21, + NNPA_LOG = 32, + NNPA_EXP = 33, + NNPA_SQRT = 34, + NNPA_INVSQRT = 35, + // reserved = 48 + NNPA_RELU = 49, + NNPA_TANH = 50, + NNPA_SIGMOID = 51, + NNPA_SOFTMAX = 52, + NNPA_GELU = 53, + NNPA_BATCHNORMALIZATION = 64, + NNPA_MOMENTS = 65, + NNPA_LAYERNORM = 66, + NNPA_NORM = 67, + NNPA_MAXPOOL2D = 80, + NNPA_AVGPOOL2D = 81, + NNPA_LSTMACT = 96, + NNPA_GRUACT = 97, + NNPA_CONVOLUTION = 112, + NNPA_MATMUL_OP = 113, + NNPA_MATMUL_OP_BCAST23 = 114, + NNPA_MATMUL_OP_BCAST1 = 115, + NNPA_TRANSFORM = 240, + NNPA_REDUCE = 241 +} nnpa_function_code; + +typedef enum nnpa_parmblk_format { + NNPA_PARMBLKFORMAT_0 = 0, + NNPA_PARMBLKFORMAT_1 = 1, +} nnpa_parmblk_format; + +typedef enum nnpa_data_type { + NNPA_DATATYPE_1 = 0, + NNPA_32_BIT_BINARY_FP_SHORT = 6, + NNPA_8_BIT_BINARY_INT = 8, + NNPA_32_BIT_BINARY_INT = 10 +} nnpa_data_type; + +typedef enum nnpa_layout_format { + NNPA_LAYOUTFMT_4DFEATURE = 0, + NNPA_LAYOUTFMT_4DKERNEL = 1, + NNPA_LAYOUTFMT_4DWEIGHTS = 2, + NNPA_LAYOUTFMT_4DGENERIC = 31 +} nnpa_layout_format; + +typedef enum nnpa_bfp_format { + // 0 is reversed + NNPA_BFPFMT_TINY = 1, + NNPA_BFPFMT_SHORT = 2 +} nnpa_bfp_format; + +// NNPA_SOFTMAX, NNPA_REDUCE, and NNPA_TRANSFORM require 8K work area +#define ZDNN_SOFTMAX_SAVEAREA_SIZE 8 * 1024 +#define ZDNN_8K_SAVEAREA_SIZE 8 * 1024 + +// NNPA Hardware defined values for Function Specific Parameters +typedef enum nnpa_matmul_operations { + NNPA_MATMUL_OP_ADDITION = 0, + NNPA_MATMUL_OP_COMP_HIGH = 1, + NNPA_MATMUL_OP_COMP_NOT_LOW = 2, + NNPA_MATMUL_OP_COMP_EQUAL = 3, + NNPA_MATMUL_OP_COMP_NOT_EQUAL = 4, + NNPA_MATMUL_OP_COMP_NOT_HIGH = 5, + NNPA_MATMUL_OP_COMP_LOW = 6, +} nnpa_matmul_operations; + +typedef enum nnpa_matmul_bcast_operations { + NNPA_MATMUL_BCAST_OP_ADDITION = 0, + NNPA_MATMUL_BCAST_OP_COMP_HIGH = 1, + NNPA_MATMUL_BCAST_OP_COMP_NOT_LOW = 2, + NNPA_MATMUL_BCAST_OP_COMP_EQUAL = 3, + NNPA_MATMUL_BCAST_OP_COMP_NOT_EQUAL = 4, + NNPA_MATMUL_BCAST_OP_COMP_NOT_HIGH = 5, + NNPA_MATMUL_BCAST_OP_COMP_LOW = 6 +} nnpa_matmul_bcast_operations; + +typedef enum nnpa_softmax_act { + NNPA_SOFTMAX_NONE = 0, + NNPA_SOFTMAX_LOG = 1 +} nnpa_softmax_act; + +typedef enum nnpa_reduce_operations { + NNPA_REDUCE_OP_MINIMUM = 0, + NNPA_REDUCE_OP_MINIMUM_IDX = 1, + NNPA_REDUCE_OP_MAXIMUM = 2, + NNPA_REDUCE_OP_MAXIMUM_IDX = 3 +} nnpa_reduce_operations; + +// ----------------------------------------------------------------------------- +// zdnn_query_*() bit-field enums +// ----------------------------------------------------------------------------- + +// pos is counting from left to right +#define MSB_BITMASK(field_size, pos) 1u << ((field_size - 1) - pos) + +typedef enum zdnn_query_datatypes { + QUERY_DATATYPE_INTERNAL1 = MSB_BITMASK(16, NNPA_DATATYPE_1), + QUERY_DATATYPE_BINARY_FP32 = MSB_BITMASK(16, NNPA_32_BIT_BINARY_FP_SHORT), + QUERY_DATATYPE_BINARY_INT8 = MSB_BITMASK(16, NNPA_8_BIT_BINARY_INT), + QUERY_DATATYPE_BINARY_INT32 = MSB_BITMASK(16, NNPA_32_BIT_BINARY_INT) +} zdnn_query_datatypes; + +typedef enum zdnn_query_layoutfmts { + QUERY_LAYOUTFMT_4DFEATURE = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DFEATURE), + QUERY_LAYOUTFMT_4DKERNEL = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DKERNEL), + QUERY_LAYOUTFMT_4DWEIGHTS = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DWEIGHTS), + QUERY_LAYOUTFMT_4DGENERIC = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DGENERIC) +} zdnn_query_layoutfmts; + +typedef enum zdnn_query_bfpfmts { + QUERY_BFPFMT_TINY = MSB_BITMASK(16, NNPA_BFPFMT_TINY), + QUERY_BFPFMT_SHORT = MSB_BITMASK(16, NNPA_BFPFMT_SHORT) +} zdnn_query_bfpfmts; + +// ----------------------------------------------------------------------------- +// ZDNN enums +// ----------------------------------------------------------------------------- + +typedef enum zdnn_data_types { + ZDNN_DLFLOAT16 = NNPA_DATATYPE_1, // 16-bit deep learning format + ZDNN_BINARY_FP32 = + NNPA_32_BIT_BINARY_FP_SHORT, // 32-bit binary-floating-point format + ZDNN_BINARY_INT8 = + NNPA_8_BIT_BINARY_INT, // 8-bit signed or unsigned binary integer + ZDNN_BINARY_INT32 = + NNPA_32_BIT_BINARY_INT, // 32-bit signed or unsigned binary integer + INT8 = 251, // 8-bit signed or unsigned binary integer format + INT32 = 252, // 32-bit signed or unsigned binary integer format + BFLOAT = 253, // Brain floating point format + FP16 = 254, // 16-bit IEEE-754 floating point format + FP32 = 255, // 32-bit IEEE-754 floating point format +} zdnn_data_types; + +typedef enum zdnn_data_layouts { + ZDNN_1D, // 1d tensor + ZDNN_2D, // 2d tensor + ZDNN_2DS, // represents special 2D tensors required by LSTM/GRU + ZDNN_3D, // 3d tensor + ZDNN_3DS, // represents special 3D tensors required by + // LSTM/GRU/Softmax/Matmul + ZDNN_ZRH, // represents (update, reset, hidden) used by GRU + ZDNN_4D, // 4d tensor + ZDNN_4DS, // represents special 4D tensors required by LSTM/GRU output + ZDNN_NHWC, // 4d feature tensor in NHWC + ZDNN_NCHW, // 4d feature tensor in NCHW + ZDNN_FICO, // represents (forget, input, cell, output) used by LSTM + ZDNN_HWCK, // 4d kernel CNN tensor + ZDNN_BIDIR_ZRH, // ZRH variant to work with bidirectional LSTM/GRU output + ZDNN_BIDIR_FICO // FICO variant to work with bidirectional LSTM/GRU output +} zdnn_data_layouts; + +typedef enum zdnn_data_formats { + ZDNN_FORMAT_4DFEATURE = + NNPA_LAYOUTFMT_4DFEATURE, // tensor in zAIU data layout format 0 + ZDNN_FORMAT_4DKERNEL = + NNPA_LAYOUTFMT_4DKERNEL, // tensor in zAIU data layout format 1 + ZDNN_FORMAT_4DWEIGHTS = + NNPA_LAYOUTFMT_4DWEIGHTS, // tensor in zAIU data layout format 2 + ZDNN_FORMAT_4DGENERIC = + NNPA_LAYOUTFMT_4DGENERIC, // tensor in zAIU data layout 31 +} zdnn_data_formats; + +typedef enum zdnn_quantized_transform_types { + QUANTIZED_DLFLOAT16 = 0, // quantized dlfloat16 + QUANTIZED_INT8 = 1, // quantized int8 + QUANTIZED_WEIGHTS_INT8 = 2 // quantized weights +} zdnn_quantized_transform_types; + +// Supported padding types for use in pooling functions +typedef enum zdnn_pool_padding { + VALID_PADDING = 0, + SAME_PADDING = 1 +} zdnn_pool_padding; + +// Support operations for use in matmul functions +typedef enum zdnn_matmul_ops { + MATMUL_OP_ADDITION = NNPA_MATMUL_OP_ADDITION, + MATMUL_OP_GREATER = NNPA_MATMUL_OP_COMP_HIGH, + MATMUL_OP_GREATER_EQUAL = NNPA_MATMUL_OP_COMP_NOT_LOW, + MATMUL_OP_EQUAL = NNPA_MATMUL_OP_COMP_EQUAL, + MATMUL_OP_NOT_EQUAL = NNPA_MATMUL_OP_COMP_NOT_EQUAL, + MATMUL_OP_LESSER_EQUAL = NNPA_MATMUL_OP_COMP_NOT_HIGH, + MATMUL_OP_LESSER = NNPA_MATMUL_OP_COMP_LOW +} zdnn_matmul_ops; + +// Support operations for use in matmul function +typedef enum zdnn_matmul_bcast_ops { + MATMUL_BCAST_OP_ADDITION = NNPA_MATMUL_BCAST_OP_ADDITION, + MATMUL_BCAST_OP_GREATER = NNPA_MATMUL_BCAST_OP_COMP_HIGH, + MATMUL_BCAST_OP_GREATER_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_NOT_LOW, + MATMUL_BCAST_OP_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_EQUAL, + MATMUL_BCAST_OP_NOT_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_NOT_EQUAL, + MATMUL_BCAST_OP_LESSER_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_NOT_HIGH, + MATMUL_BCAST_OP_LESSER = NNPA_MATMUL_BCAST_OP_COMP_LOW + +} zdnn_matmul_bcast_ops; + +typedef enum zdnn_softmax_act { + SOFTMAX_ACT_NONE = NNPA_SOFTMAX_NONE, + SOFTMAX_ACT_LOG = NNPA_SOFTMAX_LOG +} zdnn_softmax_act; + +typedef enum zdnn_conv2d_act { + CONV2D_ACT_NONE, + CONV2D_ACT_RELU +} zdnn_conv2d_act; + +// Support operations for use in reduce functions +typedef enum zdnn_reduce_ops { + REDUCE_OP_MINIMUM = NNPA_REDUCE_OP_MINIMUM, + REDUCE_OP_MINIMUM_IDX = NNPA_REDUCE_OP_MINIMUM_IDX, + REDUCE_OP_MAXIMUM = NNPA_REDUCE_OP_MAXIMUM, + REDUCE_OP_MAXIMUM_IDX = NNPA_REDUCE_OP_MAXIMUM_IDX +} zdnn_reduce_ops; + +typedef enum zdnn_moments_bessel { + MOMENTS_BESSEL_POPULATION, + MOMENTS_BESSEL_SAMPLE, +} zdnn_moments_bessel; + +// ----------------------------------------------------------------------------- +// Structs +// ---------------------------------------------------------------------------- + +// describes general pre-transformed or transformed information (e.g. shape) of +// a tensor +typedef struct zdnn_tensor_desc { + zdnn_data_layouts layout; // data layout + zdnn_data_formats format; // internal use only + zdnn_data_types type; // data type + uint32_t dim4; // number of elements in outermost dimension + uint32_t dim3; // ... outer dimension + uint32_t dim2; // ... inner dimension + uint32_t dim1; // number of elements in innermost dimension +} zdnn_tensor_desc; + +// struct for describing a ztensor +typedef struct zdnn_ztensor { + zdnn_tensor_desc + *pre_transformed_desc; // tensor's shape information before transformation + zdnn_tensor_desc *transformed_desc; // transformed tensor's shape information + uint64_t buffer_size; // tensor size in bytes + void *buffer; // pointer to the tensor in memory + bool is_transformed; // indicator if data in buffer has been transformed + char reserved[3]; // not currently used, should contain zeros. + float rec_scale; // the scale factor for quantization, stored as reciprocal + float offset; // the offset for quantization + char reserved2[20]; // not currently used, should contain zeros. +} zdnn_ztensor; + +#define ZDNN_VERSION "1.2.0" +#define ZDNN_VERNUM 0x010200 // 0x[major][minor][patch] +#define ZDNN_VER_MAJOR 1 +#define ZDNN_VER_MINOR 2 +#define ZDNN_VER_PATCH 0 + +// ----------------------------------------------------------------------------- +// External Tensor Functions +// ----------------------------------------------------------------------------- + +// Concatenation information is encoded into a 32-bit word: +// [RNN_TYPE: 8][PREV_LAYER_TYPE: 8][USAGE: 8][8] + +typedef uint32_t zdnn_concat_info; + +#define BITSHIFT_RNN_TYPE 24 +#define BITSHIFT_PREV_LAYER 16 +#define BITSHIFT_USAGE 8 + +#define RNN_TYPE_LSTM (0 << BITSHIFT_RNN_TYPE) +#define RNN_TYPE_GRU (1 << BITSHIFT_RNN_TYPE) + +#define PREV_LAYER_UNI (0 << BITSHIFT_PREV_LAYER) +#define PREV_LAYER_NONE PREV_LAYER_UNI +#define PREV_LAYER_BIDIR (1 << BITSHIFT_PREV_LAYER) + +#define USAGE_WEIGHTS (0 << BITSHIFT_USAGE) +#define USAGE_HIDDEN_WEIGHTS (1 << BITSHIFT_USAGE) +#define USAGE_BIASES (2 << BITSHIFT_USAGE) +#define USAGE_HIDDEN_BIASES (3 << BITSHIFT_USAGE) + +#define CONCAT_RNN_TYPE(info) (info & (0xFFu << BITSHIFT_RNN_TYPE)) +#define CONCAT_PREV_LAYER(info) (info & (0xFFu << BITSHIFT_PREV_LAYER)) +#define CONCAT_USAGE(info) (info & (0xFFu << BITSHIFT_USAGE)) + +void zdnn_init_pre_transformed_desc(zdnn_data_layouts layout, + zdnn_data_types type, + zdnn_tensor_desc *pre_tfrmd_desc, ...); + +zdnn_status +zdnn_generate_transformed_desc(const zdnn_tensor_desc *pre_tfrmd_desc, + zdnn_tensor_desc *tfrmd_desc); + +zdnn_status zdnn_generate_quantized_transformed_desc( + const zdnn_tensor_desc *pre_tfrmd_desc, + zdnn_quantized_transform_types transform_type, + zdnn_tensor_desc *tfrmd_desc); + +zdnn_status zdnn_generate_transformed_desc_concatenated( + const zdnn_tensor_desc *pre_tfrmd_desc, zdnn_concat_info info, + zdnn_tensor_desc *tfrmd_desc); + +zdnn_status zdnn_allochelper_ztensor(zdnn_ztensor *ztensor); +zdnn_status zdnn_free_ztensor_buffer(const zdnn_ztensor *ztensor); + +void zdnn_init_ztensor(zdnn_tensor_desc *pre_tfrmd_desc, + zdnn_tensor_desc *tfrmd_desc, zdnn_ztensor *output); + +void zdnn_init_quantized_ztensor(zdnn_tensor_desc *pre_tfrmd_desc, + zdnn_tensor_desc *tfrmd_desc, float scale, + float offset, zdnn_ztensor *output); + +zdnn_status zdnn_init_ztensor_with_malloc(zdnn_tensor_desc *pre_tfrmd_desc, + zdnn_tensor_desc *tfrmd_desc, + zdnn_ztensor *output); + +zdnn_status zdnn_init_quantized_ztensor_with_malloc( + zdnn_tensor_desc *pre_tfrmd_desc, zdnn_tensor_desc *tfrmd_desc, float scale, + float offset, zdnn_ztensor *output); + +bool zdnn_is_quantized_ztensor(zdnn_ztensor *ztensor); + +void zdnn_reset_ztensor(zdnn_ztensor *ztensor); + +uint64_t zdnn_getsize_ztensor(const zdnn_tensor_desc *tfrmd_desc); + +zdnn_status zdnn_getrange_ztensor(const zdnn_ztensor *ztensor, float *min, + float *max); + +// ----------------------------------------------------------------------------- +// External Query Functions +// ----------------------------------------------------------------------------- + +bool zdnn_is_nnpa_installed(); +bool zdnn_is_nnpa_function_installed(int count, ...); +bool zdnn_is_nnpa_parmblk_fmt_installed(int count, ...); +bool zdnn_is_nnpa_datatype_installed(uint16_t types_bitmask); +bool zdnn_is_nnpa_layout_fmt_installed(uint32_t layout_bitmask); +bool zdnn_is_nnpa_conversion_installed(nnpa_data_type type, + uint16_t format_bitmask); + +uint32_t zdnn_get_nnpa_max_dim_idx_size(); +uint32_t zdnn_get_max_for_dim(uint8_t dimension); +uint64_t zdnn_get_nnpa_max_tensor_size(); + +zdnn_status zdnn_refresh_nnpa_query_result(); + +// ----------------------------------------------------------------------------- +// Versioning Functions +// ----------------------------------------------------------------------------- + +bool zdnn_is_version_runnable(uint32_t ver_num); +uint32_t zdnn_get_max_runnable_version(); + +// ----------------------------------------------------------------------------- +// External Elementwise Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_add(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); +zdnn_status zdnn_sub(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); +zdnn_status zdnn_mul(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); +zdnn_status zdnn_div(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); +zdnn_status zdnn_min(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); +zdnn_status zdnn_max(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); + +zdnn_status zdnn_log(const zdnn_ztensor *input, zdnn_ztensor *output); +zdnn_status zdnn_exp(const zdnn_ztensor *input, zdnn_ztensor *output); +zdnn_status zdnn_sqrt(const zdnn_ztensor *input, zdnn_ztensor *output); +zdnn_status zdnn_invsqrt(const zdnn_ztensor *input, float epsilon, + zdnn_ztensor *output); + +// ----------------------------------------------------------------------------- +// External Activation Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_relu(const zdnn_ztensor *input, const void *clipping_value, + zdnn_ztensor *output); +zdnn_status zdnn_leaky_relu(const zdnn_ztensor *input, + const void *clipping_value, float adjustment_factor, + zdnn_ztensor *output); +zdnn_status zdnn_tanh(const zdnn_ztensor *input, zdnn_ztensor *output); +zdnn_status zdnn_sigmoid(const zdnn_ztensor *input, zdnn_ztensor *output); +zdnn_status zdnn_softmax(const zdnn_ztensor *input, void *save_area, + zdnn_softmax_act act_func, zdnn_ztensor *output); +zdnn_status zdnn_softmax_mask(const zdnn_ztensor *input, void *save_area, + zdnn_softmax_act act_func, uint32_t softmax_mask, + zdnn_ztensor *output); +zdnn_status zdnn_gelu(const zdnn_ztensor *input, zdnn_ztensor *output); + +// ----------------------------------------------------------------------------- +// Recurrent Neural Network (RNN) Operations +// ----------------------------------------------------------------------------- + +typedef enum lstm_gru_direction { FWD, BWD, BIDIR } lstm_gru_direction; + +zdnn_status zdnn_lstm(const zdnn_ztensor *input, const zdnn_ztensor *h0, + const zdnn_ztensor *c0, const zdnn_ztensor *weights, + const zdnn_ztensor *biases, + const zdnn_ztensor *hidden_weights, + const zdnn_ztensor *hidden_biases, + lstm_gru_direction direction, void *work_area, + zdnn_ztensor *hn_output, zdnn_ztensor *cf_output); +zdnn_status zdnn_gru(const zdnn_ztensor *input, const zdnn_ztensor *h0, + const zdnn_ztensor *weights, const zdnn_ztensor *biases, + const zdnn_ztensor *hidden_weights, + const zdnn_ztensor *hidden_biases, + lstm_gru_direction direction, void *work_area, + zdnn_ztensor *hn_output); + +// ----------------------------------------------------------------------------- +// Matrix Multiplication Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_matmul_op(const zdnn_ztensor *input_a, + const zdnn_ztensor *input_b, + const zdnn_ztensor *input_c, zdnn_matmul_ops op_type, + zdnn_ztensor *output); +zdnn_status zdnn_matmul_bcast_op(const zdnn_ztensor *input_a, + const zdnn_ztensor *input_b, + const zdnn_ztensor *input_c, + zdnn_matmul_bcast_ops op_type, + zdnn_ztensor *output); +zdnn_status zdnn_matmul_transpose_op(const zdnn_ztensor *input_a, + const zdnn_ztensor *input_b, + const zdnn_ztensor *input_c, + bool transpose_a, bool transpose_b, + zdnn_matmul_ops op_type, + zdnn_ztensor *output); +zdnn_status zdnn_quantized_matmul_op( + const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + const zdnn_ztensor *input_c, zdnn_matmul_ops op_type, const int8_t clip_min, + const int8_t clip_max, const bool disable_clipping, const bool dequantize, + const bool pre_computed, void *work_area, zdnn_ztensor *output); + +// ----------------------------------------------------------------------------- +// External Norm Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_batchnorm(const zdnn_ztensor *input_a, + const zdnn_ztensor *input_b, + const zdnn_ztensor *input_c, zdnn_ztensor *output); +zdnn_status zdnn_norm(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, + zdnn_ztensor *output); +zdnn_status zdnn_moments(const zdnn_ztensor *input, + zdnn_moments_bessel bessel_correction_type, + zdnn_ztensor *output_a, zdnn_ztensor *output_b); +zdnn_status zdnn_layernorm(const zdnn_ztensor *input_a, + const zdnn_ztensor *input_b, + const zdnn_ztensor *input_c, const float beta_value, + const float gamma_value, const float epsilon_value, + zdnn_ztensor *output); +zdnn_status zdnn_meanreduce2d(const zdnn_ztensor *input, zdnn_ztensor *output); + +zdnn_status zdnn_reduce(const zdnn_ztensor *input, void *save_area, + zdnn_reduce_ops op_type, zdnn_ztensor *output); + +// ----------------------------------------------------------------------------- +// External Pool Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_avgpool2d(const zdnn_ztensor *input, + zdnn_pool_padding padding_type, + uint32_t kernel_height, uint32_t kernel_width, + uint32_t stride_height, uint32_t stride_width, + zdnn_ztensor *output); + +zdnn_status zdnn_maxpool2d(const zdnn_ztensor *input, + zdnn_pool_padding padding_type, + uint32_t kernel_height, uint32_t kernel_width, + uint32_t stride_height, uint32_t stride_width, + zdnn_ztensor *output); + +// ----------------------------------------------------------------------------- +// External Convolution Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_conv2d(const zdnn_ztensor *input, const zdnn_ztensor *kernel, + const zdnn_ztensor *bias, + zdnn_pool_padding padding_type, uint32_t stride_height, + uint32_t stride_width, zdnn_conv2d_act act_func, + const void *clipping_value, zdnn_ztensor *output); + +// ----------------------------------------------------------------------------- +// External Tensor Transform Operations +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_transform_ztensor(zdnn_ztensor *ztensor, ...); + +zdnn_status zdnn_transform_ztensor_with_saturation(zdnn_ztensor *ztensor, ...); + +zdnn_status zdnn_transform_quantized_ztensor(zdnn_ztensor *ztensor, + bool saturation_control, + int8_t clip_min, int8_t clip_max, + const void *data); + +zdnn_status zdnn_transform_origtensor(const zdnn_ztensor *ztensor, + void *out_buf); + +zdnn_status zdnn_reshape_ztensor(const zdnn_ztensor *src, zdnn_ztensor *dest); + +// ----------------------------------------------------------------------------- +// External Version Related Functions +// ----------------------------------------------------------------------------- + +char *zdnn_get_library_version_str(); +uint32_t zdnn_get_library_version(); + +// ----------------------------------------------------------------------------- +// zDNN Status Related Functions +// ----------------------------------------------------------------------------- + +const char *zdnn_get_status_message(zdnn_status status); + +// ----------------------------------------------------------------------------- +// zDNN Data Type Limit Functions +// ----------------------------------------------------------------------------- + +zdnn_status zdnn_get_max_limit(zdnn_data_types transformed_type, + zdnn_data_types pre_transformed_type, + void *limit); +zdnn_status zdnn_get_min_limit(zdnn_data_types transformed_type, + zdnn_data_types pre_transformed_type, + void *limit); +#ifdef __cplusplus +} +#endif /* __cplusplus */ + +#endif /* ZDNN_ZDNN_H_ */ From 6e780a412bf27442d93acc4ffb6db2df622902f4 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 18:52:47 +0800 Subject: [PATCH 02/20] ggml-zdnn: trying to fix set_tensors without needing additional if guard Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn-impl.h | 3 +++ ggml/src/ggml-zdnn/ggml-zdnn.cpp | 25 +++++++++++++++++-------- 2 files changed, 20 insertions(+), 8 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h index 9dcb040fa894e..8d05cf44c8849 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h +++ b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h @@ -8,6 +8,7 @@ #include #include #include +#include // for std::atomic #define GGML_ZDNN_NAME "zDNN" #define GGML_ZDNN_VERSION ZDNN_VERNUM @@ -77,12 +78,14 @@ struct ggml_backend_zdnn_context { struct ggml_backend_zdnn_buffer { void * data; size_t size; + std::atomic bytes_written; zdnn_tensor_desc pre_tfm_desc; zdnn_tensor_desc tfm_desc; zdnn_ztensor ztensor; char name[GGML_MAX_NAME]; + std::atomic transformed_once; }; struct ggml_backend_zdnn_buffer_context { diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 335eab92982ec..95a23793ddc17 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -387,20 +387,23 @@ static void * ggml_backend_zdnn_buffer_get_base(ggml_backend_buffer_t buffer) { return ctx->all_data; } -static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor) { - if (tensor->view_src != NULL) { +static ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor) { + if (tensor->view_src != nullptr) { assert(tensor->view_src->buffer->buft == buffer->buft); + tensor->extra = tensor->view_src->extra; return GGML_STATUS_SUCCESS; } ggml_backend_zdnn_buffer_context * ctx = (ggml_backend_zdnn_buffer_context *)buffer->context; - const int64_t tsize = ggml_nbytes(tensor); + const size_t tsize = ggml_nbytes(tensor); int buffer_idx = ctx->n_buffers; std::unique_ptr zdnn_buffer = std::make_unique(); zdnn_buffer->data = tensor->data; zdnn_buffer->size = tsize; + zdnn_buffer->bytes_written.store(0, std::memory_order_relaxed); + zdnn_buffer->transformed_once.store(false, std::memory_order_relaxed); strncpy(zdnn_buffer->name, tensor->name, GGML_MAX_NAME - 1); ggml_zdnn_init_tensor(zdnn_buffer.get(), tensor); @@ -425,11 +428,17 @@ static void ggml_backend_zdnn_buffer_set_tensor(ggml_backend_buffer_t buffer, gg memcpy((char *)tensor->data + offset, data, size); ggml_backend_zdnn_buffer * extra = (ggml_backend_zdnn_buffer *)tensor->extra; - size_t total_size = ggml_nbytes(tensor); - // WARNING: this check might not be thread-safe. need to verify. - if (offset + size == total_size) { - if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); - ggml_zdnn_load_tensor(extra->ztensor, tensor->data); + assert(offset + size <= extra->size); + + const size_t prev = extra->bytes_written.fetch_add(size, std::memory_order_acq_rel); + const bool is_complete = (prev + size == extra->size); + + if (is_complete) { + bool expected = false; + if (extra->transformed_once.compare_exchange_strong(expected, true, std::memory_order_acq_rel, std::memory_order_acquire)) { + if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); + ggml_zdnn_load_tensor(extra->ztensor, tensor->data); + } } GGML_UNUSED(buffer); From bf285e0abbe878f888fcf63408413b6f96dc663e Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 19:10:16 +0800 Subject: [PATCH 03/20] Revert "ggml-zdnn: trying to fix set_tensors without needing additional if guard" This reverts commit 6e780a412bf27442d93acc4ffb6db2df622902f4. Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn-impl.h | 3 --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 25 ++++++++----------------- 2 files changed, 8 insertions(+), 20 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h index 8d05cf44c8849..9dcb040fa894e 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h +++ b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h @@ -8,7 +8,6 @@ #include #include #include -#include // for std::atomic #define GGML_ZDNN_NAME "zDNN" #define GGML_ZDNN_VERSION ZDNN_VERNUM @@ -78,14 +77,12 @@ struct ggml_backend_zdnn_context { struct ggml_backend_zdnn_buffer { void * data; size_t size; - std::atomic bytes_written; zdnn_tensor_desc pre_tfm_desc; zdnn_tensor_desc tfm_desc; zdnn_ztensor ztensor; char name[GGML_MAX_NAME]; - std::atomic transformed_once; }; struct ggml_backend_zdnn_buffer_context { diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 95a23793ddc17..335eab92982ec 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -387,23 +387,20 @@ static void * ggml_backend_zdnn_buffer_get_base(ggml_backend_buffer_t buffer) { return ctx->all_data; } -static ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor) { - if (tensor->view_src != nullptr) { +static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor) { + if (tensor->view_src != NULL) { assert(tensor->view_src->buffer->buft == buffer->buft); - tensor->extra = tensor->view_src->extra; return GGML_STATUS_SUCCESS; } ggml_backend_zdnn_buffer_context * ctx = (ggml_backend_zdnn_buffer_context *)buffer->context; - const size_t tsize = ggml_nbytes(tensor); + const int64_t tsize = ggml_nbytes(tensor); int buffer_idx = ctx->n_buffers; std::unique_ptr zdnn_buffer = std::make_unique(); zdnn_buffer->data = tensor->data; zdnn_buffer->size = tsize; - zdnn_buffer->bytes_written.store(0, std::memory_order_relaxed); - zdnn_buffer->transformed_once.store(false, std::memory_order_relaxed); strncpy(zdnn_buffer->name, tensor->name, GGML_MAX_NAME - 1); ggml_zdnn_init_tensor(zdnn_buffer.get(), tensor); @@ -428,17 +425,11 @@ static void ggml_backend_zdnn_buffer_set_tensor(ggml_backend_buffer_t buffer, gg memcpy((char *)tensor->data + offset, data, size); ggml_backend_zdnn_buffer * extra = (ggml_backend_zdnn_buffer *)tensor->extra; - assert(offset + size <= extra->size); - - const size_t prev = extra->bytes_written.fetch_add(size, std::memory_order_acq_rel); - const bool is_complete = (prev + size == extra->size); - - if (is_complete) { - bool expected = false; - if (extra->transformed_once.compare_exchange_strong(expected, true, std::memory_order_acq_rel, std::memory_order_acquire)) { - if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); - ggml_zdnn_load_tensor(extra->ztensor, tensor->data); - } + size_t total_size = ggml_nbytes(tensor); + // WARNING: this check might not be thread-safe. need to verify. + if (offset + size == total_size) { + if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); + ggml_zdnn_load_tensor(extra->ztensor, tensor->data); } GGML_UNUSED(buffer); From f4ec752d0ebdf4e55b496ce48ffb621dbeb25fc0 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 19:11:00 +0800 Subject: [PATCH 04/20] ggml-zdnn: clean up set_tensor Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 335eab92982ec..24b514bccf316 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -425,12 +425,8 @@ static void ggml_backend_zdnn_buffer_set_tensor(ggml_backend_buffer_t buffer, gg memcpy((char *)tensor->data + offset, data, size); ggml_backend_zdnn_buffer * extra = (ggml_backend_zdnn_buffer *)tensor->extra; - size_t total_size = ggml_nbytes(tensor); - // WARNING: this check might not be thread-safe. need to verify. - if (offset + size == total_size) { - if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); - ggml_zdnn_load_tensor(extra->ztensor, tensor->data); - } + if (extra->ztensor.is_transformed) zdnn_reset_ztensor(&extra->ztensor); + ggml_zdnn_load_tensor(extra->ztensor, tensor->data); GGML_UNUSED(buffer); } From e0bae5dd4a51f3529306c035b3fb1755861975ff Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 19:46:24 +0800 Subject: [PATCH 05/20] ggml-zdnn: remove old code Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 21 --------------------- 1 file changed, 21 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 24b514bccf316..1e2528721b755 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -602,27 +602,6 @@ 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()); From 7de719a45e7466199362357833e3ca90e73623c4 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 20:29:53 +0800 Subject: [PATCH 06/20] ggml-zdnn: attempt at init bias in init_tensor Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn-impl.h | 1 + ggml/src/ggml-zdnn/ggml-zdnn.cpp | 47 +++++++++++++++++++++-------- 2 files changed, 36 insertions(+), 12 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn-impl.h b/ggml/src/ggml-zdnn/ggml-zdnn-impl.h index 9dcb040fa894e..a4153818158e5 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 1e2528721b755..ce5aeb5ae6cb8 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; @@ -129,12 +127,7 @@ 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)); if (weights_extra->ztensor.is_transformed == false) ggml_zdnn_load_tensor(weights_extra->ztensor, weights->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, @@ -157,13 +150,10 @@ 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); } static void ggml_zdnn_mul_mat_dispatch(ggml_backend_zdnn_context * ctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) { @@ -377,6 +367,16 @@ static void ggml_backend_zdnn_buffer_free_buffer(ggml_backend_buffer_t buffer) { if (ctx->buffers[i]->ztensor.buffer != NULL && ctx->buffers[i]->ztensor.is_transformed) { ZDNN_CHECK(zdnn_free_ztensor_buffer(&ctx->buffers[i]->ztensor)); } + + if (ctx->buffers[i]->extra != nullptr) { + ggml_backend_zdnn_buffer * bias = (ggml_backend_zdnn_buffer *)ctx->buffers[i]->extra; + if (bias->ztensor.buffer != NULL && bias->ztensor.is_transformed) { + ZDNN_CHECK(zdnn_free_ztensor_buffer(&bias->ztensor)); + } + + free(bias->data); + delete bias; + } } delete ctx; @@ -401,6 +401,7 @@ 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; + zdnn_buffer->extra = nullptr; strncpy(zdnn_buffer->name, tensor->name, GGML_MAX_NAME - 1); ggml_zdnn_init_tensor(zdnn_buffer.get(), tensor); @@ -409,6 +410,28 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer ctx->buffers.push_back(std::move(zdnn_buffer)); ctx->n_buffers++; + 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 - 1, "%s (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; + } + // GGML_LOG_INFO("%s: initialised tensor '%s' in buffer %d, size = %8.2f MiB\n", // __func__, tensor->name, buffer_idx, tsize); From 81e2025af4b264d220336c19f153775464f9b0b3 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 20:31:53 +0800 Subject: [PATCH 07/20] ggml-zdnn: add assert Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 1 + 1 file changed, 1 insertion(+) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index ce5aeb5ae6cb8..ff23c4b5eb8fe 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -116,6 +116,7 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten ggml_backend_zdnn_buffer * inputs_extra = (ggml_backend_zdnn_buffer *)inputs->extra; ggml_backend_zdnn_buffer * output_extra = (ggml_backend_zdnn_buffer *)output->extra; ggml_backend_zdnn_buffer * bias_extra = (ggml_backend_zdnn_buffer *)output_extra->extra; + GGML_ASSERT(bias_extra != nullptr && "bias buffer must be initialised"); const int64_t weights_rows = ne01; const int64_t weights_cols = ne00; From 5c31f9b2a7a942e86f01196cb82bab499bc7a261 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 20:52:30 +0800 Subject: [PATCH 08/20] ggml-zdnn: attempt at fixing sigsegv Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index ff23c4b5eb8fe..b5807fe600b22 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -374,8 +374,6 @@ static void ggml_backend_zdnn_buffer_free_buffer(ggml_backend_buffer_t buffer) { if (bias->ztensor.buffer != NULL && bias->ztensor.is_transformed) { ZDNN_CHECK(zdnn_free_ztensor_buffer(&bias->ztensor)); } - - free(bias->data); delete bias; } } @@ -408,9 +406,6 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer ggml_zdnn_init_tensor(zdnn_buffer.get(), tensor); tensor->extra = zdnn_buffer.get(); - ctx->buffers.push_back(std::move(zdnn_buffer)); - ctx->n_buffers++; - switch (tensor->op) { case GGML_OP_MUL_MAT: { @@ -431,8 +426,13 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer 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++; + // GGML_LOG_INFO("%s: initialised tensor '%s' in buffer %d, size = %8.2f MiB\n", // __func__, tensor->name, buffer_idx, tsize); From 1a6d62b7ee1967c8f516f0451e3ddd37b988768b Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 21:15:44 +0800 Subject: [PATCH 09/20] ggml-zdnn: attempt at fixing double free Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index b5807fe600b22..6340d45103cf5 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -365,10 +365,6 @@ 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)); - } - if (ctx->buffers[i]->extra != nullptr) { ggml_backend_zdnn_buffer * bias = (ggml_backend_zdnn_buffer *)ctx->buffers[i]->extra; if (bias->ztensor.buffer != NULL && bias->ztensor.is_transformed) { @@ -376,6 +372,10 @@ static void ggml_backend_zdnn_buffer_free_buffer(ggml_backend_buffer_t buffer) { } delete bias; } + + if (ctx->buffers[i]->ztensor.buffer != NULL && ctx->buffers[i]->ztensor.is_transformed) { + ZDNN_CHECK(zdnn_free_ztensor_buffer(&ctx->buffers[i]->ztensor)); + } } delete ctx; From 8279a1c7dadebcc01fe9536fb3eab2f78d2db57e Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 21:34:58 +0800 Subject: [PATCH 10/20] ggml-zdnn: fix incorrect ztensor free Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 15 +++------------ 1 file changed, 3 insertions(+), 12 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 6340d45103cf5..d4824779bad11 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -364,18 +364,9 @@ 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]->extra != nullptr) { - ggml_backend_zdnn_buffer * bias = (ggml_backend_zdnn_buffer *)ctx->buffers[i]->extra; - if (bias->ztensor.buffer != NULL && bias->ztensor.is_transformed) { - ZDNN_CHECK(zdnn_free_ztensor_buffer(&bias->ztensor)); - } - delete bias; - } - - 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; From 0a08b1df0a65e3392f5a6827f9a9f9551a169211 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 21:47:14 +0800 Subject: [PATCH 11/20] ggml-zdnn: add comments to look back Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index d4824779bad11..0caa9057970f4 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -116,7 +116,6 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten ggml_backend_zdnn_buffer * inputs_extra = (ggml_backend_zdnn_buffer *)inputs->extra; ggml_backend_zdnn_buffer * output_extra = (ggml_backend_zdnn_buffer *)output->extra; ggml_backend_zdnn_buffer * bias_extra = (ggml_backend_zdnn_buffer *)output_extra->extra; - GGML_ASSERT(bias_extra != nullptr && "bias buffer must be initialised"); const int64_t weights_rows = ne01; const int64_t weights_cols = ne00; @@ -128,6 +127,9 @@ 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; + // 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); // GGML_LOG_INFO("%s: tensor '%s' tensor dimensions: [%ld, %ld, %ld, %ld] pre_tfm_desc dimensions: [%ld, %ld, %ld, %ld]\n", From 9ed5947a127e0bdb1df9ff9c280564e3edb9c51a Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 21:57:21 +0800 Subject: [PATCH 12/20] ggml-zdnn: activate fp16 and bf16 Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 28 ++++++++++++++++++---------- 1 file changed, 18 insertions(+), 10 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 0caa9057970f4..6fa9f7515e025 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -258,22 +258,30 @@ 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 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: From 99311bc98ff51f0853a0f0a23a24fd26c5b5037b Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sat, 6 Sep 2025 22:06:06 +0800 Subject: [PATCH 13/20] ggml-zdnn: clean up matmul codepath Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 37 +++----------------------------- 1 file changed, 3 insertions(+), 34 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 6fa9f7515e025..e73639a588da5 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -160,19 +160,6 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten } 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); @@ -184,25 +171,7 @@ 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) { @@ -262,8 +231,8 @@ static bool ggml_zdnn_supports_op(const ggml_backend_zdnn_device_context * ctx_d const ggml_tensor * inputs = op->src[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 ne0 = op->ne[0]; + const int64_t ne1 = op->ne[1]; const int64_t max_batch = ctx_dev->max_size; From d5b32ff610f580c2a12dd8d59cdef20c15acfe40 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sun, 7 Sep 2025 02:00:13 +0800 Subject: [PATCH 14/20] ggml-zdnn: fix compiler warnings Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 28 +- ggml/src/ggml-zdnn/zdnn.h | 660 ------------------------------- 2 files changed, 23 insertions(+), 665 deletions(-) delete mode 100644 ggml/src/ggml-zdnn/zdnn.h diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index e73639a588da5..70fcee7d128e5 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -157,6 +157,14 @@ static void ggml_zdnn_mul_mat_op(ggml_backend_zdnn_context * ctx, const ggml_ten 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)); + + 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) { @@ -214,6 +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) { @@ -407,6 +417,8 @@ 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) { @@ -615,11 +627,15 @@ 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) { @@ -637,7 +653,7 @@ 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 }; } @@ -653,7 +669,7 @@ 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; @@ -705,6 +721,8 @@ 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) { @@ -794,7 +812,7 @@ 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) { @@ -812,13 +830,13 @@ 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; diff --git a/ggml/src/ggml-zdnn/zdnn.h b/ggml/src/ggml-zdnn/zdnn.h deleted file mode 100644 index 0c9cacc0bd0fb..0000000000000 --- a/ggml/src/ggml-zdnn/zdnn.h +++ /dev/null @@ -1,660 +0,0 @@ -// SPDX-License-Identifier: Apache-2.0 -/* - * Copyright IBM Corp. 2021, 2024 - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -#ifndef ZDNN_ZDNN_H_ -#define ZDNN_ZDNN_H_ - -#include -#include -#include -#include - -#ifdef __cplusplus -extern "C" { -#endif - -// ----------------------------------------------------------------------------- -// NOTE: -// Ensure that symbols in zdnn.h and zdnn.map are in sync! -// Please also have a look at zdnn.map how to add, update or remove a symbol. -// ----------------------------------------------------------------------------- - -// ----------------------------------------------------------------------------- -// Initializer and global variables -// ----------------------------------------------------------------------------- - -void zdnn_init(); - -// ----------------------------------------------------------------------------- -// zDNN Status -// ----------------------------------------------------------------------------- - -// ----------------------------------------------------------------------------- -// NOTE: -// Update status.c and zdnn_private.h after any status modification! -// ----------------------------------------------------------------------------- - -// Status categories -#define ZDNN_WARNING 0x00020000 -#define ZDNN_PARAMETER_ERROR 0x00040000 -#define ZDNN_DATA_ERROR 0x00100000 -#define ZDNN_HW_ERROR 0x000c0000 - -// clang-format off -typedef enum zdnn_status { - // ---------------------------------------------------------------- - ZDNN_OK = 0x00000000, // Success. - // ---------------------------------------------------------------- - ZDNN_ELEMENT_RANGE_VIOLATION = ZDNN_WARNING + 0x0001, // zAIU operation resulted in data that was out of the normal range. - // ---------------------------------------------------------------- - ZDNN_INVALID_SHAPE = ZDNN_PARAMETER_ERROR + 0x0001, // Invalid shape information in one (or more) of the input/output tensor(s). - ZDNN_INVALID_LAYOUT, // Invalid layout information in one (or more) of the input/output tensor(s). - ZDNN_INVALID_TYPE, // Invalid type information in one (or more) of the input/output tensor(s). - ZDNN_INVALID_FORMAT, // Invalid format information in one (or more) of the input/output tensor(s). - ZDNN_INVALID_DIRECTION, // Invalid RNN direction. - ZDNN_INVALID_CONCAT_INFO, // Invalid concatenation info. - ZDNN_INVALID_STRIDE_PADDING, // Invalid padding type parameter for current strides - ZDNN_INVALID_STRIDES, // Invalid stride height or width parameter. - ZDNN_MISALIGNED_PARMBLOCK, // NNPA parameter block is not on double word boundary. - ZDNN_INVALID_CLIPPING_VALUE, // Invalid clipping for the specified operation. - ZDNN_INVALID_ADJUSTMENT_FACTOR, // Invalid adjustment for the specified operation. - ZDNN_INVALID_EPSILON, // Invalid epsilon for the specified operation. - ZDNN_INVALID_TRANSFORM_TYPE, // Invalid transformation type - ZDNN_INVALID_BETA, // Invalid beta value for the specified operation. - ZDNN_INVALID_GAMMA, // Invalid gamma value for the specified operation. - ZDNN_INVALID_BESSEL_CORRECTION, // Invalid bessel correction value for the specified operation. - ZDNN_INVALID_SCALE, // Invalid scale value for the specified operation. - ZDNN_INVALID_OFFSET, // Invalid offset value for the specified operation. - // ---------------------------------------------------------------- - ZDNN_ALLOCATION_FAILURE = ZDNN_DATA_ERROR + 0x0001, // Can not allocate storage. - ZDNN_INVALID_BUFFER, // Buffer address is NULL or not on 4K-byte boundary, or insufficient buffer size. - ZDNN_CONVERT_FAILURE, // Floating point data conversion failure. - ZDNN_INVALID_STATE, // Invalid zTensor state. - ZDNN_UNSUPPORTED_AIU_EXCEPTION, // zAIU operation returned an unexpected exception. - // ---------------------------------------------------------------- - ZDNN_UNSUPPORTED_PARMBLOCK = ZDNN_HW_ERROR + 0x0001, // NNPA parameter block format is not supported by the model. - ZDNN_UNAVAILABLE_FUNCTION, // Specified NNPA function is not defined or installed on the machine. - ZDNN_UNSUPPORTED_FORMAT = ZDNN_HW_ERROR + 0x0010, // Specified tensor data layout format is not supported. - ZDNN_UNSUPPORTED_TYPE, // Specified tensor data type is not supported. - ZDNN_EXCEEDS_MDIS, // Tensor dimension exceeds maximum dimension index size (MDIS). - ZDNN_EXCEEDS_MTS, // Total number of elements in tensor exceeds maximum tensor size. (MTS). - ZDNN_MISALIGNED_TENSOR, // Tensor address is not on 4K-byte boundary. - ZDNN_MISALIGNED_SAVEAREA, // Function specific save area address is not on 4K-byte boundary. - // ---------------------------------------------------------------- - // Function specific response code (F00x) - ZDNN_FUNC_RC_F000 = ZDNN_HW_ERROR + 0xF000, // Function specific response code (F000). - ZDNN_FUNC_RC_F001, // Function specific response code (F001). - ZDNN_FUNC_RC_F002, // Function specific response code (F002). - ZDNN_FUNC_RC_F003, // Function specific response code (F003). - ZDNN_FUNC_RC_F004, // Function specific response code (F004). - ZDNN_FUNC_RC_F005, // Function specific response code (F005). - ZDNN_FUNC_RC_F006, // Function specific response code (F006). - ZDNN_FUNC_RC_F007, // Function specific response code (F007). - ZDNN_FUNC_RC_F008, // Function specific response code (F008). - ZDNN_FUNC_RC_F009, // Function specific response code (F009). - - // ---------------------------------------------------------------- -} zdnn_status; -// clang-format on - -// ----------------------------------------------------------------------------- -// NNPA hardware defined values as described in -// z/Architecture - Principles of Operation -// ----------------------------------------------------------------------------- - -typedef enum nnpa_function_code { - NNPA_QAF = 0, - NNPA_ADD = 16, - NNPA_SUB = 17, - NNPA_MUL = 18, - NNPA_DIV = 19, - NNPA_MIN = 20, - NNPA_MAX = 21, - NNPA_LOG = 32, - NNPA_EXP = 33, - NNPA_SQRT = 34, - NNPA_INVSQRT = 35, - // reserved = 48 - NNPA_RELU = 49, - NNPA_TANH = 50, - NNPA_SIGMOID = 51, - NNPA_SOFTMAX = 52, - NNPA_GELU = 53, - NNPA_BATCHNORMALIZATION = 64, - NNPA_MOMENTS = 65, - NNPA_LAYERNORM = 66, - NNPA_NORM = 67, - NNPA_MAXPOOL2D = 80, - NNPA_AVGPOOL2D = 81, - NNPA_LSTMACT = 96, - NNPA_GRUACT = 97, - NNPA_CONVOLUTION = 112, - NNPA_MATMUL_OP = 113, - NNPA_MATMUL_OP_BCAST23 = 114, - NNPA_MATMUL_OP_BCAST1 = 115, - NNPA_TRANSFORM = 240, - NNPA_REDUCE = 241 -} nnpa_function_code; - -typedef enum nnpa_parmblk_format { - NNPA_PARMBLKFORMAT_0 = 0, - NNPA_PARMBLKFORMAT_1 = 1, -} nnpa_parmblk_format; - -typedef enum nnpa_data_type { - NNPA_DATATYPE_1 = 0, - NNPA_32_BIT_BINARY_FP_SHORT = 6, - NNPA_8_BIT_BINARY_INT = 8, - NNPA_32_BIT_BINARY_INT = 10 -} nnpa_data_type; - -typedef enum nnpa_layout_format { - NNPA_LAYOUTFMT_4DFEATURE = 0, - NNPA_LAYOUTFMT_4DKERNEL = 1, - NNPA_LAYOUTFMT_4DWEIGHTS = 2, - NNPA_LAYOUTFMT_4DGENERIC = 31 -} nnpa_layout_format; - -typedef enum nnpa_bfp_format { - // 0 is reversed - NNPA_BFPFMT_TINY = 1, - NNPA_BFPFMT_SHORT = 2 -} nnpa_bfp_format; - -// NNPA_SOFTMAX, NNPA_REDUCE, and NNPA_TRANSFORM require 8K work area -#define ZDNN_SOFTMAX_SAVEAREA_SIZE 8 * 1024 -#define ZDNN_8K_SAVEAREA_SIZE 8 * 1024 - -// NNPA Hardware defined values for Function Specific Parameters -typedef enum nnpa_matmul_operations { - NNPA_MATMUL_OP_ADDITION = 0, - NNPA_MATMUL_OP_COMP_HIGH = 1, - NNPA_MATMUL_OP_COMP_NOT_LOW = 2, - NNPA_MATMUL_OP_COMP_EQUAL = 3, - NNPA_MATMUL_OP_COMP_NOT_EQUAL = 4, - NNPA_MATMUL_OP_COMP_NOT_HIGH = 5, - NNPA_MATMUL_OP_COMP_LOW = 6, -} nnpa_matmul_operations; - -typedef enum nnpa_matmul_bcast_operations { - NNPA_MATMUL_BCAST_OP_ADDITION = 0, - NNPA_MATMUL_BCAST_OP_COMP_HIGH = 1, - NNPA_MATMUL_BCAST_OP_COMP_NOT_LOW = 2, - NNPA_MATMUL_BCAST_OP_COMP_EQUAL = 3, - NNPA_MATMUL_BCAST_OP_COMP_NOT_EQUAL = 4, - NNPA_MATMUL_BCAST_OP_COMP_NOT_HIGH = 5, - NNPA_MATMUL_BCAST_OP_COMP_LOW = 6 -} nnpa_matmul_bcast_operations; - -typedef enum nnpa_softmax_act { - NNPA_SOFTMAX_NONE = 0, - NNPA_SOFTMAX_LOG = 1 -} nnpa_softmax_act; - -typedef enum nnpa_reduce_operations { - NNPA_REDUCE_OP_MINIMUM = 0, - NNPA_REDUCE_OP_MINIMUM_IDX = 1, - NNPA_REDUCE_OP_MAXIMUM = 2, - NNPA_REDUCE_OP_MAXIMUM_IDX = 3 -} nnpa_reduce_operations; - -// ----------------------------------------------------------------------------- -// zdnn_query_*() bit-field enums -// ----------------------------------------------------------------------------- - -// pos is counting from left to right -#define MSB_BITMASK(field_size, pos) 1u << ((field_size - 1) - pos) - -typedef enum zdnn_query_datatypes { - QUERY_DATATYPE_INTERNAL1 = MSB_BITMASK(16, NNPA_DATATYPE_1), - QUERY_DATATYPE_BINARY_FP32 = MSB_BITMASK(16, NNPA_32_BIT_BINARY_FP_SHORT), - QUERY_DATATYPE_BINARY_INT8 = MSB_BITMASK(16, NNPA_8_BIT_BINARY_INT), - QUERY_DATATYPE_BINARY_INT32 = MSB_BITMASK(16, NNPA_32_BIT_BINARY_INT) -} zdnn_query_datatypes; - -typedef enum zdnn_query_layoutfmts { - QUERY_LAYOUTFMT_4DFEATURE = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DFEATURE), - QUERY_LAYOUTFMT_4DKERNEL = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DKERNEL), - QUERY_LAYOUTFMT_4DWEIGHTS = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DWEIGHTS), - QUERY_LAYOUTFMT_4DGENERIC = MSB_BITMASK(32, NNPA_LAYOUTFMT_4DGENERIC) -} zdnn_query_layoutfmts; - -typedef enum zdnn_query_bfpfmts { - QUERY_BFPFMT_TINY = MSB_BITMASK(16, NNPA_BFPFMT_TINY), - QUERY_BFPFMT_SHORT = MSB_BITMASK(16, NNPA_BFPFMT_SHORT) -} zdnn_query_bfpfmts; - -// ----------------------------------------------------------------------------- -// ZDNN enums -// ----------------------------------------------------------------------------- - -typedef enum zdnn_data_types { - ZDNN_DLFLOAT16 = NNPA_DATATYPE_1, // 16-bit deep learning format - ZDNN_BINARY_FP32 = - NNPA_32_BIT_BINARY_FP_SHORT, // 32-bit binary-floating-point format - ZDNN_BINARY_INT8 = - NNPA_8_BIT_BINARY_INT, // 8-bit signed or unsigned binary integer - ZDNN_BINARY_INT32 = - NNPA_32_BIT_BINARY_INT, // 32-bit signed or unsigned binary integer - INT8 = 251, // 8-bit signed or unsigned binary integer format - INT32 = 252, // 32-bit signed or unsigned binary integer format - BFLOAT = 253, // Brain floating point format - FP16 = 254, // 16-bit IEEE-754 floating point format - FP32 = 255, // 32-bit IEEE-754 floating point format -} zdnn_data_types; - -typedef enum zdnn_data_layouts { - ZDNN_1D, // 1d tensor - ZDNN_2D, // 2d tensor - ZDNN_2DS, // represents special 2D tensors required by LSTM/GRU - ZDNN_3D, // 3d tensor - ZDNN_3DS, // represents special 3D tensors required by - // LSTM/GRU/Softmax/Matmul - ZDNN_ZRH, // represents (update, reset, hidden) used by GRU - ZDNN_4D, // 4d tensor - ZDNN_4DS, // represents special 4D tensors required by LSTM/GRU output - ZDNN_NHWC, // 4d feature tensor in NHWC - ZDNN_NCHW, // 4d feature tensor in NCHW - ZDNN_FICO, // represents (forget, input, cell, output) used by LSTM - ZDNN_HWCK, // 4d kernel CNN tensor - ZDNN_BIDIR_ZRH, // ZRH variant to work with bidirectional LSTM/GRU output - ZDNN_BIDIR_FICO // FICO variant to work with bidirectional LSTM/GRU output -} zdnn_data_layouts; - -typedef enum zdnn_data_formats { - ZDNN_FORMAT_4DFEATURE = - NNPA_LAYOUTFMT_4DFEATURE, // tensor in zAIU data layout format 0 - ZDNN_FORMAT_4DKERNEL = - NNPA_LAYOUTFMT_4DKERNEL, // tensor in zAIU data layout format 1 - ZDNN_FORMAT_4DWEIGHTS = - NNPA_LAYOUTFMT_4DWEIGHTS, // tensor in zAIU data layout format 2 - ZDNN_FORMAT_4DGENERIC = - NNPA_LAYOUTFMT_4DGENERIC, // tensor in zAIU data layout 31 -} zdnn_data_formats; - -typedef enum zdnn_quantized_transform_types { - QUANTIZED_DLFLOAT16 = 0, // quantized dlfloat16 - QUANTIZED_INT8 = 1, // quantized int8 - QUANTIZED_WEIGHTS_INT8 = 2 // quantized weights -} zdnn_quantized_transform_types; - -// Supported padding types for use in pooling functions -typedef enum zdnn_pool_padding { - VALID_PADDING = 0, - SAME_PADDING = 1 -} zdnn_pool_padding; - -// Support operations for use in matmul functions -typedef enum zdnn_matmul_ops { - MATMUL_OP_ADDITION = NNPA_MATMUL_OP_ADDITION, - MATMUL_OP_GREATER = NNPA_MATMUL_OP_COMP_HIGH, - MATMUL_OP_GREATER_EQUAL = NNPA_MATMUL_OP_COMP_NOT_LOW, - MATMUL_OP_EQUAL = NNPA_MATMUL_OP_COMP_EQUAL, - MATMUL_OP_NOT_EQUAL = NNPA_MATMUL_OP_COMP_NOT_EQUAL, - MATMUL_OP_LESSER_EQUAL = NNPA_MATMUL_OP_COMP_NOT_HIGH, - MATMUL_OP_LESSER = NNPA_MATMUL_OP_COMP_LOW -} zdnn_matmul_ops; - -// Support operations for use in matmul function -typedef enum zdnn_matmul_bcast_ops { - MATMUL_BCAST_OP_ADDITION = NNPA_MATMUL_BCAST_OP_ADDITION, - MATMUL_BCAST_OP_GREATER = NNPA_MATMUL_BCAST_OP_COMP_HIGH, - MATMUL_BCAST_OP_GREATER_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_NOT_LOW, - MATMUL_BCAST_OP_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_EQUAL, - MATMUL_BCAST_OP_NOT_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_NOT_EQUAL, - MATMUL_BCAST_OP_LESSER_EQUAL = NNPA_MATMUL_BCAST_OP_COMP_NOT_HIGH, - MATMUL_BCAST_OP_LESSER = NNPA_MATMUL_BCAST_OP_COMP_LOW - -} zdnn_matmul_bcast_ops; - -typedef enum zdnn_softmax_act { - SOFTMAX_ACT_NONE = NNPA_SOFTMAX_NONE, - SOFTMAX_ACT_LOG = NNPA_SOFTMAX_LOG -} zdnn_softmax_act; - -typedef enum zdnn_conv2d_act { - CONV2D_ACT_NONE, - CONV2D_ACT_RELU -} zdnn_conv2d_act; - -// Support operations for use in reduce functions -typedef enum zdnn_reduce_ops { - REDUCE_OP_MINIMUM = NNPA_REDUCE_OP_MINIMUM, - REDUCE_OP_MINIMUM_IDX = NNPA_REDUCE_OP_MINIMUM_IDX, - REDUCE_OP_MAXIMUM = NNPA_REDUCE_OP_MAXIMUM, - REDUCE_OP_MAXIMUM_IDX = NNPA_REDUCE_OP_MAXIMUM_IDX -} zdnn_reduce_ops; - -typedef enum zdnn_moments_bessel { - MOMENTS_BESSEL_POPULATION, - MOMENTS_BESSEL_SAMPLE, -} zdnn_moments_bessel; - -// ----------------------------------------------------------------------------- -// Structs -// ---------------------------------------------------------------------------- - -// describes general pre-transformed or transformed information (e.g. shape) of -// a tensor -typedef struct zdnn_tensor_desc { - zdnn_data_layouts layout; // data layout - zdnn_data_formats format; // internal use only - zdnn_data_types type; // data type - uint32_t dim4; // number of elements in outermost dimension - uint32_t dim3; // ... outer dimension - uint32_t dim2; // ... inner dimension - uint32_t dim1; // number of elements in innermost dimension -} zdnn_tensor_desc; - -// struct for describing a ztensor -typedef struct zdnn_ztensor { - zdnn_tensor_desc - *pre_transformed_desc; // tensor's shape information before transformation - zdnn_tensor_desc *transformed_desc; // transformed tensor's shape information - uint64_t buffer_size; // tensor size in bytes - void *buffer; // pointer to the tensor in memory - bool is_transformed; // indicator if data in buffer has been transformed - char reserved[3]; // not currently used, should contain zeros. - float rec_scale; // the scale factor for quantization, stored as reciprocal - float offset; // the offset for quantization - char reserved2[20]; // not currently used, should contain zeros. -} zdnn_ztensor; - -#define ZDNN_VERSION "1.2.0" -#define ZDNN_VERNUM 0x010200 // 0x[major][minor][patch] -#define ZDNN_VER_MAJOR 1 -#define ZDNN_VER_MINOR 2 -#define ZDNN_VER_PATCH 0 - -// ----------------------------------------------------------------------------- -// External Tensor Functions -// ----------------------------------------------------------------------------- - -// Concatenation information is encoded into a 32-bit word: -// [RNN_TYPE: 8][PREV_LAYER_TYPE: 8][USAGE: 8][8] - -typedef uint32_t zdnn_concat_info; - -#define BITSHIFT_RNN_TYPE 24 -#define BITSHIFT_PREV_LAYER 16 -#define BITSHIFT_USAGE 8 - -#define RNN_TYPE_LSTM (0 << BITSHIFT_RNN_TYPE) -#define RNN_TYPE_GRU (1 << BITSHIFT_RNN_TYPE) - -#define PREV_LAYER_UNI (0 << BITSHIFT_PREV_LAYER) -#define PREV_LAYER_NONE PREV_LAYER_UNI -#define PREV_LAYER_BIDIR (1 << BITSHIFT_PREV_LAYER) - -#define USAGE_WEIGHTS (0 << BITSHIFT_USAGE) -#define USAGE_HIDDEN_WEIGHTS (1 << BITSHIFT_USAGE) -#define USAGE_BIASES (2 << BITSHIFT_USAGE) -#define USAGE_HIDDEN_BIASES (3 << BITSHIFT_USAGE) - -#define CONCAT_RNN_TYPE(info) (info & (0xFFu << BITSHIFT_RNN_TYPE)) -#define CONCAT_PREV_LAYER(info) (info & (0xFFu << BITSHIFT_PREV_LAYER)) -#define CONCAT_USAGE(info) (info & (0xFFu << BITSHIFT_USAGE)) - -void zdnn_init_pre_transformed_desc(zdnn_data_layouts layout, - zdnn_data_types type, - zdnn_tensor_desc *pre_tfrmd_desc, ...); - -zdnn_status -zdnn_generate_transformed_desc(const zdnn_tensor_desc *pre_tfrmd_desc, - zdnn_tensor_desc *tfrmd_desc); - -zdnn_status zdnn_generate_quantized_transformed_desc( - const zdnn_tensor_desc *pre_tfrmd_desc, - zdnn_quantized_transform_types transform_type, - zdnn_tensor_desc *tfrmd_desc); - -zdnn_status zdnn_generate_transformed_desc_concatenated( - const zdnn_tensor_desc *pre_tfrmd_desc, zdnn_concat_info info, - zdnn_tensor_desc *tfrmd_desc); - -zdnn_status zdnn_allochelper_ztensor(zdnn_ztensor *ztensor); -zdnn_status zdnn_free_ztensor_buffer(const zdnn_ztensor *ztensor); - -void zdnn_init_ztensor(zdnn_tensor_desc *pre_tfrmd_desc, - zdnn_tensor_desc *tfrmd_desc, zdnn_ztensor *output); - -void zdnn_init_quantized_ztensor(zdnn_tensor_desc *pre_tfrmd_desc, - zdnn_tensor_desc *tfrmd_desc, float scale, - float offset, zdnn_ztensor *output); - -zdnn_status zdnn_init_ztensor_with_malloc(zdnn_tensor_desc *pre_tfrmd_desc, - zdnn_tensor_desc *tfrmd_desc, - zdnn_ztensor *output); - -zdnn_status zdnn_init_quantized_ztensor_with_malloc( - zdnn_tensor_desc *pre_tfrmd_desc, zdnn_tensor_desc *tfrmd_desc, float scale, - float offset, zdnn_ztensor *output); - -bool zdnn_is_quantized_ztensor(zdnn_ztensor *ztensor); - -void zdnn_reset_ztensor(zdnn_ztensor *ztensor); - -uint64_t zdnn_getsize_ztensor(const zdnn_tensor_desc *tfrmd_desc); - -zdnn_status zdnn_getrange_ztensor(const zdnn_ztensor *ztensor, float *min, - float *max); - -// ----------------------------------------------------------------------------- -// External Query Functions -// ----------------------------------------------------------------------------- - -bool zdnn_is_nnpa_installed(); -bool zdnn_is_nnpa_function_installed(int count, ...); -bool zdnn_is_nnpa_parmblk_fmt_installed(int count, ...); -bool zdnn_is_nnpa_datatype_installed(uint16_t types_bitmask); -bool zdnn_is_nnpa_layout_fmt_installed(uint32_t layout_bitmask); -bool zdnn_is_nnpa_conversion_installed(nnpa_data_type type, - uint16_t format_bitmask); - -uint32_t zdnn_get_nnpa_max_dim_idx_size(); -uint32_t zdnn_get_max_for_dim(uint8_t dimension); -uint64_t zdnn_get_nnpa_max_tensor_size(); - -zdnn_status zdnn_refresh_nnpa_query_result(); - -// ----------------------------------------------------------------------------- -// Versioning Functions -// ----------------------------------------------------------------------------- - -bool zdnn_is_version_runnable(uint32_t ver_num); -uint32_t zdnn_get_max_runnable_version(); - -// ----------------------------------------------------------------------------- -// External Elementwise Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_add(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); -zdnn_status zdnn_sub(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); -zdnn_status zdnn_mul(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); -zdnn_status zdnn_div(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); -zdnn_status zdnn_min(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); -zdnn_status zdnn_max(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); - -zdnn_status zdnn_log(const zdnn_ztensor *input, zdnn_ztensor *output); -zdnn_status zdnn_exp(const zdnn_ztensor *input, zdnn_ztensor *output); -zdnn_status zdnn_sqrt(const zdnn_ztensor *input, zdnn_ztensor *output); -zdnn_status zdnn_invsqrt(const zdnn_ztensor *input, float epsilon, - zdnn_ztensor *output); - -// ----------------------------------------------------------------------------- -// External Activation Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_relu(const zdnn_ztensor *input, const void *clipping_value, - zdnn_ztensor *output); -zdnn_status zdnn_leaky_relu(const zdnn_ztensor *input, - const void *clipping_value, float adjustment_factor, - zdnn_ztensor *output); -zdnn_status zdnn_tanh(const zdnn_ztensor *input, zdnn_ztensor *output); -zdnn_status zdnn_sigmoid(const zdnn_ztensor *input, zdnn_ztensor *output); -zdnn_status zdnn_softmax(const zdnn_ztensor *input, void *save_area, - zdnn_softmax_act act_func, zdnn_ztensor *output); -zdnn_status zdnn_softmax_mask(const zdnn_ztensor *input, void *save_area, - zdnn_softmax_act act_func, uint32_t softmax_mask, - zdnn_ztensor *output); -zdnn_status zdnn_gelu(const zdnn_ztensor *input, zdnn_ztensor *output); - -// ----------------------------------------------------------------------------- -// Recurrent Neural Network (RNN) Operations -// ----------------------------------------------------------------------------- - -typedef enum lstm_gru_direction { FWD, BWD, BIDIR } lstm_gru_direction; - -zdnn_status zdnn_lstm(const zdnn_ztensor *input, const zdnn_ztensor *h0, - const zdnn_ztensor *c0, const zdnn_ztensor *weights, - const zdnn_ztensor *biases, - const zdnn_ztensor *hidden_weights, - const zdnn_ztensor *hidden_biases, - lstm_gru_direction direction, void *work_area, - zdnn_ztensor *hn_output, zdnn_ztensor *cf_output); -zdnn_status zdnn_gru(const zdnn_ztensor *input, const zdnn_ztensor *h0, - const zdnn_ztensor *weights, const zdnn_ztensor *biases, - const zdnn_ztensor *hidden_weights, - const zdnn_ztensor *hidden_biases, - lstm_gru_direction direction, void *work_area, - zdnn_ztensor *hn_output); - -// ----------------------------------------------------------------------------- -// Matrix Multiplication Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_matmul_op(const zdnn_ztensor *input_a, - const zdnn_ztensor *input_b, - const zdnn_ztensor *input_c, zdnn_matmul_ops op_type, - zdnn_ztensor *output); -zdnn_status zdnn_matmul_bcast_op(const zdnn_ztensor *input_a, - const zdnn_ztensor *input_b, - const zdnn_ztensor *input_c, - zdnn_matmul_bcast_ops op_type, - zdnn_ztensor *output); -zdnn_status zdnn_matmul_transpose_op(const zdnn_ztensor *input_a, - const zdnn_ztensor *input_b, - const zdnn_ztensor *input_c, - bool transpose_a, bool transpose_b, - zdnn_matmul_ops op_type, - zdnn_ztensor *output); -zdnn_status zdnn_quantized_matmul_op( - const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - const zdnn_ztensor *input_c, zdnn_matmul_ops op_type, const int8_t clip_min, - const int8_t clip_max, const bool disable_clipping, const bool dequantize, - const bool pre_computed, void *work_area, zdnn_ztensor *output); - -// ----------------------------------------------------------------------------- -// External Norm Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_batchnorm(const zdnn_ztensor *input_a, - const zdnn_ztensor *input_b, - const zdnn_ztensor *input_c, zdnn_ztensor *output); -zdnn_status zdnn_norm(const zdnn_ztensor *input_a, const zdnn_ztensor *input_b, - zdnn_ztensor *output); -zdnn_status zdnn_moments(const zdnn_ztensor *input, - zdnn_moments_bessel bessel_correction_type, - zdnn_ztensor *output_a, zdnn_ztensor *output_b); -zdnn_status zdnn_layernorm(const zdnn_ztensor *input_a, - const zdnn_ztensor *input_b, - const zdnn_ztensor *input_c, const float beta_value, - const float gamma_value, const float epsilon_value, - zdnn_ztensor *output); -zdnn_status zdnn_meanreduce2d(const zdnn_ztensor *input, zdnn_ztensor *output); - -zdnn_status zdnn_reduce(const zdnn_ztensor *input, void *save_area, - zdnn_reduce_ops op_type, zdnn_ztensor *output); - -// ----------------------------------------------------------------------------- -// External Pool Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_avgpool2d(const zdnn_ztensor *input, - zdnn_pool_padding padding_type, - uint32_t kernel_height, uint32_t kernel_width, - uint32_t stride_height, uint32_t stride_width, - zdnn_ztensor *output); - -zdnn_status zdnn_maxpool2d(const zdnn_ztensor *input, - zdnn_pool_padding padding_type, - uint32_t kernel_height, uint32_t kernel_width, - uint32_t stride_height, uint32_t stride_width, - zdnn_ztensor *output); - -// ----------------------------------------------------------------------------- -// External Convolution Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_conv2d(const zdnn_ztensor *input, const zdnn_ztensor *kernel, - const zdnn_ztensor *bias, - zdnn_pool_padding padding_type, uint32_t stride_height, - uint32_t stride_width, zdnn_conv2d_act act_func, - const void *clipping_value, zdnn_ztensor *output); - -// ----------------------------------------------------------------------------- -// External Tensor Transform Operations -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_transform_ztensor(zdnn_ztensor *ztensor, ...); - -zdnn_status zdnn_transform_ztensor_with_saturation(zdnn_ztensor *ztensor, ...); - -zdnn_status zdnn_transform_quantized_ztensor(zdnn_ztensor *ztensor, - bool saturation_control, - int8_t clip_min, int8_t clip_max, - const void *data); - -zdnn_status zdnn_transform_origtensor(const zdnn_ztensor *ztensor, - void *out_buf); - -zdnn_status zdnn_reshape_ztensor(const zdnn_ztensor *src, zdnn_ztensor *dest); - -// ----------------------------------------------------------------------------- -// External Version Related Functions -// ----------------------------------------------------------------------------- - -char *zdnn_get_library_version_str(); -uint32_t zdnn_get_library_version(); - -// ----------------------------------------------------------------------------- -// zDNN Status Related Functions -// ----------------------------------------------------------------------------- - -const char *zdnn_get_status_message(zdnn_status status); - -// ----------------------------------------------------------------------------- -// zDNN Data Type Limit Functions -// ----------------------------------------------------------------------------- - -zdnn_status zdnn_get_max_limit(zdnn_data_types transformed_type, - zdnn_data_types pre_transformed_type, - void *limit); -zdnn_status zdnn_get_min_limit(zdnn_data_types transformed_type, - zdnn_data_types pre_transformed_type, - void *limit); -#ifdef __cplusplus -} -#endif /* __cplusplus */ - -#endif /* ZDNN_ZDNN_H_ */ From 53b2ad945d59615778986ce41b792f215b27b028 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sun, 7 Sep 2025 02:13:59 +0800 Subject: [PATCH 15/20] ggml-zdnn: fix more compiler warnings Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index 70fcee7d128e5..a091c6f689862 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -381,7 +381,7 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer zdnn_buffer->data = tensor->data; zdnn_buffer->size = tsize; zdnn_buffer->extra = nullptr; - strncpy(zdnn_buffer->name, tensor->name, GGML_MAX_NAME - 1); + snprintf(zdnn_buffer->name, GGML_MAX_NAME, "%s", tensor->name); ggml_zdnn_init_tensor(zdnn_buffer.get(), tensor); tensor->extra = zdnn_buffer.get(); @@ -392,7 +392,8 @@ static enum ggml_status ggml_backend_zdnn_buffer_init_tensor(ggml_backend_buffer 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 - 1, "%s (bias)", tensor->name); + 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, From 4f6be46043f9af58777db881bdb422d727941974 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sun, 7 Sep 2025 02:14:51 +0800 Subject: [PATCH 16/20] ggml-zdnn: rm origtensor from .get_tensor Signed-off-by: Aaron Teo --- ggml/src/ggml-zdnn/ggml-zdnn.cpp | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/ggml/src/ggml-zdnn/ggml-zdnn.cpp b/ggml/src/ggml-zdnn/ggml-zdnn.cpp index a091c6f689862..7947aab87a804 100644 --- a/ggml/src/ggml-zdnn/ggml-zdnn.cpp +++ b/ggml/src/ggml-zdnn/ggml-zdnn.cpp @@ -439,13 +439,7 @@ static void ggml_backend_zdnn_buffer_set_tensor(ggml_backend_buffer_t buffer, gg } static void ggml_backend_zdnn_buffer_get_tensor(ggml_backend_buffer_t buffer, const ggml_tensor * tensor, void * data, size_t offset, size_t size) { - ggml_backend_zdnn_buffer * extra = (ggml_backend_zdnn_buffer *)tensor->extra; - - if (extra->ztensor.is_transformed && offset == 0 && size == ggml_nbytes(tensor)) { - ZDNN_CHECK(zdnn_transform_origtensor(&extra->ztensor, data)); - } else { - memcpy(data, (const char *)tensor->data + offset, size); - } + memcpy(data, (const char *)tensor->data + offset, size); GGML_UNUSED(buffer); } From 0da4b6aa07d96b758812d17b2c82267632fa4ba5 Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sun, 7 Sep 2025 17:28:23 +0800 Subject: [PATCH 17/20] ggml-cpu: clean up s390x simd Signed-off-by: Aaron Teo --- ggml/src/ggml-cpu/arch/s390/quants.c | 108 +++++++++++++-------------- 1 file changed, 53 insertions(+), 55 deletions(-) diff --git a/ggml/src/ggml-cpu/arch/s390/quants.c b/ggml/src/ggml-cpu/arch/s390/quants.c index 1c8176fb4d91f..10e43d2a56574 100644 --- a/ggml/src/ggml-cpu/arch/s390/quants.c +++ b/ggml/src/ggml-cpu/arch/s390/quants.c @@ -53,9 +53,9 @@ void quantize_row_q8_0(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i #if defined(__VXE__) || defined(__VXE2__) for (int i = 0; i < nb; i++) { - __vector float srcv [8]; - __vector float asrcv[8]; - __vector float amaxv[8]; + float32x4_t srcv [8]; + float32x4_t asrcv[8]; + float32x4_t amaxv[8]; for (int j = 0; j < 8; j++) srcv[j] = vec_xl(0, x + i*32 + 4*j); for (int j = 0; j < 8; j++) asrcv[j] = vec_abs(srcv[j]); @@ -74,8 +74,8 @@ void quantize_row_q8_0(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i y[i].d = GGML_CPU_FP32_TO_FP16(d); for (int j = 0; j < 8; j++) { - const __vector float v = vec_mul(srcv[j], vec_splats(id)); - const __vector int32_t vi = vec_signed(v); + const float32x4_t v = vec_mul(srcv[j], vec_splats(id)); + const int32x4_t vi = vec_signed(v); y[i].qs[4*j + 0] = vec_extract(vi, 0); y[i].qs[4*j + 1] = vec_extract(vi, 1); @@ -98,9 +98,9 @@ void quantize_row_q8_1(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i #if defined(__VXE__) || defined(__VXE2__) for (int i = 0; i < nb; i++) { - __vector float srcv [8]; - __vector float asrcv[8]; - __vector float amaxv[8]; + float32x4_t srcv [8]; + float32x4_t asrcv[8]; + float32x4_t amaxv[8]; for (int j = 0; j < 8; j++) srcv[j] = vec_xl(0, x + i*32 + 4*j); for (int j = 0; j < 8; j++) asrcv[j] = vec_abs(srcv[j]); @@ -118,11 +118,11 @@ void quantize_row_q8_1(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i y[i].d = GGML_CPU_FP32_TO_FP16(d); - __vector int32_t acc = vec_splats(0); + int32x4_t acc = vec_splats(0); for (int j = 0; j < 8; j++) { - const __vector float v = vec_mul(srcv[j], vec_splats(id)); - const __vector int32_t vi = vec_signed(v); + const float32x4_t v = vec_mul(srcv[j], vec_splats(id)); + const int32x4_t vi = vec_signed(v); y[i].qs[4*j + 0] = vec_extract(vi, 0); y[i].qs[4*j + 1] = vec_extract(vi, 1); @@ -162,37 +162,36 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi float sumf = 0; #if defined(__VXE__) || defined(__VXE2__) - __vector float acc = vec_splats(0.0f); + float32x4_t acc = vec_splats(0.0f); - const __vector uint8_t v_m = vec_splats((const uint8_t)0x0F); - const __vector int8_t v_s = vec_splats( (const int8_t)0x08); + const uint8x16_t v_m = vec_splats((const uint8_t)0x0F); + const int8x16_t v_s = vec_splats( (const int8_t)0x08); for (; ib < nb; ++ib) { - const __vector uint8_t v_x = vec_xl(0, x[ib].qs); - const __vector int8_t v_xl = (const __vector int8_t)(v_x & v_m); - const __vector int8_t v_xh = (const __vector int8_t)(v_x >> 4); + const uint8x16_t v_x = vec_xl(0, x[ib].qs); + const int8x16_t v_xl = (const int8x16_t)(v_x & v_m); + const int8x16_t v_xh = (const int8x16_t)(v_x >> 4); - const __vector int8_t v_xls = vec_sub(v_xl, v_s); - const __vector int8_t v_xhs = vec_sub(v_xh, v_s); + const int8x16_t v_xls = vec_sub(v_xl, v_s); + const int8x16_t v_xhs = vec_sub(v_xh, v_s); - const __vector int8_t v_yl = vec_xl(0 , y[ib].qs); - const __vector int8_t v_yh = vec_xl(QK8_0/2, y[ib].qs); + const int8x16_t v_yl = vec_xl(0 , y[ib].qs); + const int8x16_t v_yh = vec_xl(QK8_0/2, y[ib].qs); - const __vector int16_t v_xylso = vec_mulo(v_xls, v_yl); - const __vector int16_t v_xylse = vec_mule(v_xls, v_yl); - const __vector int16_t v_xyhso = vec_mulo(v_xhs, v_yh); - const __vector int16_t v_xyhse = vec_mule(v_xhs, v_yh); + const int16x8_t v_xylso = vec_mulo(v_xls, v_yl); + const int16x8_t v_xylse = vec_mule(v_xls, v_yl); + const int16x8_t v_xyhso = vec_mulo(v_xhs, v_yh); + const int16x8_t v_xyhse = vec_mule(v_xhs, v_yh); - __vector int16_t v_xy_ = v_xylso + v_xylse + v_xyhso + v_xyhse; v_xy_ += vec_reve(v_xy_); + int16x8_t v_xy_ = v_xylso + v_xylse + v_xyhso + v_xyhse; v_xy_ += vec_reve(v_xy_); - const __vector float v_xy = vec_float(vec_unpackh(v_xy_)); - const __vector float v_d = vec_splats(GGML_CPU_FP16_TO_FP32(x[ib].d) * GGML_CPU_FP16_TO_FP32(y[ib].d)); + const float32x4_t v_xy = vec_float(vec_unpackh(v_xy_)); + const float32x4_t v_d = vec_splats(GGML_CPU_FP16_TO_FP32(x[ib].d) * GGML_CPU_FP16_TO_FP32(y[ib].d)); acc = vec_madd(v_xy, v_d, acc); } - sumf = acc[0] + acc[1] + acc[2] + acc[3]; - + sumf = vec_hsum(acc); *s = sumf; #else UNUSED(nb); @@ -249,8 +248,7 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = vec_madd(v_xy, v_d, acc); } - sumf = acc[0] + acc[1] + acc[2] + acc[3] + summs; - + sumf = vec_hsum(acc) + summs; *s = sumf; #else UNUSED(nb); @@ -575,7 +573,7 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi float sumf = 0; #if defined(__VXE__) || defined(__VXE2__) - __vector float acc = vec_splats(0.0f); + float32x4_t acc = vec_splats(0.0f); #pragma GCC unroll 8 for (; ib < nb; ++ib) { @@ -594,7 +592,7 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = vec_madd(v_xy, v_d, acc); } - sumf = acc[0] + acc[1] + acc[2] + acc[3]; + sumf = vec_hsum(acc); *s = sumf; #else @@ -718,10 +716,10 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi isum2 = ggml_vec_dot(v_z, q3bytes[2], q8bytes[6]); isum3 = ggml_vec_dot(v_z, q3bytes[3], q8bytes[7]); - isum += (isum0[0] + isum0[1] + isum0[2] + isum0[3]) * scale[0]; - isum += (isum1[0] + isum1[1] + isum1[2] + isum1[3]) * scale[1]; - isum += (isum2[0] + isum2[1] + isum2[2] + isum2[3]) * scale[2]; - isum += (isum3[0] + isum3[1] + isum3[2] + isum3[3]) * scale[3]; + isum += vec_hsum(isum0) * scale[0]; + isum += vec_hsum(isum1) * scale[1]; + isum += vec_hsum(isum2) * scale[2]; + isum += vec_hsum(isum3) * scale[3]; scale += 4; @@ -819,7 +817,7 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi v_xl[1] = (int8x16_t)vec_and(v_x[1], v_lm); const int32x4_t p1 = ggml_vec_dot(ggml_vec_dot(v_z, v_xl[0], v_y[0]), v_xl[1], v_y[1]); - sumi1 += (p1[0] + p1[1] + p1[2] + p1[3]) * scales[2*j+0]; + sumi1 += vec_hsum(p1) * scales[2*j+0]; v_y[0] = vec_xl(0 , y0); v_y[1] = vec_xl(16, y0); @@ -829,7 +827,7 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi v_xl[1] = (int8x16_t)vec_sr(v_x[1], 4); const int32x4_t p2 = ggml_vec_dot(ggml_vec_dot(v_z, v_xl[0], v_y[0]), v_xl[1], v_y[1]); - sumi2 += (p2[0] + p2[1] + p2[2] + p2[3]) * scales[2*j+1]; + sumi2 += vec_hsum(p2) * scales[2*j+1]; } sumf += d * (sumi1 + sumi2); @@ -911,7 +909,7 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi const int32x4_t v_minsho = vec_mulo(v_ysums, v_minsh); const int32x4_t v_minshe = vec_mule(v_ysums, v_minsh); const int32x4_t v_mins = vec_add(v_minsho, v_minshe); - const int32_t mins = v_mins[0] + v_mins[1] + v_mins[2] + v_mins[3]; + const int32_t mins = vec_hsum(v_mins); const uint8_t * scales = (const uint8_t *)utmp; const uint8_t * GGML_RESTRICT x0l = x[i].qs; @@ -948,8 +946,8 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi int32x4_t sumi0 = ggml_vec_dot(ggml_vec_dot(v_z, q5b[0], v_y[0]), q5b[1], v_y[1]); int32x4_t sumi1 = ggml_vec_dot(ggml_vec_dot(v_z, q5b[2], v_y[2]), q5b[3], v_y[3]); - sumi += (sumi0[0] + sumi0[1] + sumi0[2] + sumi0[3]) * *scales++; - sumi += (sumi1[0] + sumi1[1] + sumi1[2] + sumi1[3]) * *scales++; + sumi += vec_hsum(sumi0) * *scales++; + sumi += vec_hsum(sumi1) * *scales++; } sumf += d * sumi - dmin * mins; @@ -1020,7 +1018,7 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi const int32x4_t v_minshe = vec_mule(v_ysumsh, v_scaleh); const int32x4_t v_mins = v_minslo + v_minsle + v_minsho + v_minshe; - const int32_t mins = v_mins[0] + v_mins[1] + v_mins[2] + v_mins[3]; + const int32_t mins = vec_hsum(v_mins); int32_t isum = 0; for (int j = 0; j < QK_K/128; ++j) { @@ -1060,10 +1058,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi int32x4_t summs2 = ggml_vec_dot(v_z, q6b[2], v_y[2]); int32x4_t summs3 = ggml_vec_dot(v_z, q6b[3], v_y[3]); - isum += (summs0[0] + summs0[1] + summs0[2] + summs0[3]) * scale[0] + - (summs1[0] + summs1[1] + summs1[2] + summs1[3]) * scale[1] + - (summs2[0] + summs2[1] + summs2[2] + summs2[3]) * scale[2] + - (summs3[0] + summs3[1] + summs3[2] + summs3[3]) * scale[3]; + isum += vec_hsum(summs0) * scale[0] + + vec_hsum(summs1) * scale[1] + + vec_hsum(summs2) * scale[2] + + vec_hsum(summs3) * scale[3]; scale += 4; @@ -1094,10 +1092,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi summs2 = ggml_vec_dot(v_z, q6b[2], v_y[2]); summs3 = ggml_vec_dot(v_z, q6b[3], v_y[3]); - isum += (summs0[0] + summs0[1] + summs0[2] + summs0[3]) * scale[0] + - (summs1[0] + summs1[1] + summs1[2] + summs1[3]) * scale[1] + - (summs2[0] + summs2[1] + summs2[2] + summs2[3]) * scale[2] + - (summs3[0] + summs3[1] + summs3[2] + summs3[3]) * scale[3]; + isum += vec_hsum(summs0) * scale[0] + + vec_hsum(summs1) * scale[1] + + vec_hsum(summs2) * scale[2] + + vec_hsum(summs3) * scale[3]; scale += 4; } @@ -1285,7 +1283,7 @@ void ggml_vec_dot_iq4_nl_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const v const int8x16_t v_yh = vec_xl(QK8_0/2, y0->qs); const int32x4_t v_xy = ggml_vec_dot(ggml_vec_dot(vec_splats(0), v_xl, v_yl), v_xh, v_yh); - sumf += GGML_CPU_FP16_TO_FP32(x0->d) * GGML_CPU_FP16_TO_FP32(y0->d) * (v_xy[0] + v_xy[1] + v_xy[2] + v_xy[3]); + sumf += GGML_CPU_FP16_TO_FP32(x0->d) * GGML_CPU_FP16_TO_FP32(y0->d) * vec_hsum(v_xy); } *s = sumf; @@ -1354,8 +1352,8 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v h >>= 4; - sumi1 += (vsumi0[0] + vsumi0[1] + vsumi0[2] + vsumi0[3]) * ls1; - sumi2 += (vsumi1[0] + vsumi1[1] + vsumi1[2] + vsumi1[3]) * ls2; + sumi1 += vec_hsum(vsumi0) * ls1; + sumi2 += vec_hsum(vsumi1) * ls2; } sumf += GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d * (sumi1 + sumi2); From 5542933d8568a1bfe9af41598a74c540c4e494ee Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sun, 7 Sep 2025 17:37:32 +0800 Subject: [PATCH 18/20] Revert "ggml-cpu: clean up s390x simd" This reverts commit 0da4b6aa07d96b758812d17b2c82267632fa4ba5. Signed-off-by: Aaron Teo --- ggml/src/ggml-cpu/arch/s390/quants.c | 108 ++++++++++++++------------- 1 file changed, 55 insertions(+), 53 deletions(-) diff --git a/ggml/src/ggml-cpu/arch/s390/quants.c b/ggml/src/ggml-cpu/arch/s390/quants.c index 10e43d2a56574..1c8176fb4d91f 100644 --- a/ggml/src/ggml-cpu/arch/s390/quants.c +++ b/ggml/src/ggml-cpu/arch/s390/quants.c @@ -53,9 +53,9 @@ void quantize_row_q8_0(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i #if defined(__VXE__) || defined(__VXE2__) for (int i = 0; i < nb; i++) { - float32x4_t srcv [8]; - float32x4_t asrcv[8]; - float32x4_t amaxv[8]; + __vector float srcv [8]; + __vector float asrcv[8]; + __vector float amaxv[8]; for (int j = 0; j < 8; j++) srcv[j] = vec_xl(0, x + i*32 + 4*j); for (int j = 0; j < 8; j++) asrcv[j] = vec_abs(srcv[j]); @@ -74,8 +74,8 @@ void quantize_row_q8_0(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i y[i].d = GGML_CPU_FP32_TO_FP16(d); for (int j = 0; j < 8; j++) { - const float32x4_t v = vec_mul(srcv[j], vec_splats(id)); - const int32x4_t vi = vec_signed(v); + const __vector float v = vec_mul(srcv[j], vec_splats(id)); + const __vector int32_t vi = vec_signed(v); y[i].qs[4*j + 0] = vec_extract(vi, 0); y[i].qs[4*j + 1] = vec_extract(vi, 1); @@ -98,9 +98,9 @@ void quantize_row_q8_1(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i #if defined(__VXE__) || defined(__VXE2__) for (int i = 0; i < nb; i++) { - float32x4_t srcv [8]; - float32x4_t asrcv[8]; - float32x4_t amaxv[8]; + __vector float srcv [8]; + __vector float asrcv[8]; + __vector float amaxv[8]; for (int j = 0; j < 8; j++) srcv[j] = vec_xl(0, x + i*32 + 4*j); for (int j = 0; j < 8; j++) asrcv[j] = vec_abs(srcv[j]); @@ -118,11 +118,11 @@ void quantize_row_q8_1(const float * GGML_RESTRICT x, void * GGML_RESTRICT vy, i y[i].d = GGML_CPU_FP32_TO_FP16(d); - int32x4_t acc = vec_splats(0); + __vector int32_t acc = vec_splats(0); for (int j = 0; j < 8; j++) { - const float32x4_t v = vec_mul(srcv[j], vec_splats(id)); - const int32x4_t vi = vec_signed(v); + const __vector float v = vec_mul(srcv[j], vec_splats(id)); + const __vector int32_t vi = vec_signed(v); y[i].qs[4*j + 0] = vec_extract(vi, 0); y[i].qs[4*j + 1] = vec_extract(vi, 1); @@ -162,36 +162,37 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi float sumf = 0; #if defined(__VXE__) || defined(__VXE2__) - float32x4_t acc = vec_splats(0.0f); + __vector float acc = vec_splats(0.0f); - const uint8x16_t v_m = vec_splats((const uint8_t)0x0F); - const int8x16_t v_s = vec_splats( (const int8_t)0x08); + const __vector uint8_t v_m = vec_splats((const uint8_t)0x0F); + const __vector int8_t v_s = vec_splats( (const int8_t)0x08); for (; ib < nb; ++ib) { - const uint8x16_t v_x = vec_xl(0, x[ib].qs); - const int8x16_t v_xl = (const int8x16_t)(v_x & v_m); - const int8x16_t v_xh = (const int8x16_t)(v_x >> 4); + const __vector uint8_t v_x = vec_xl(0, x[ib].qs); + const __vector int8_t v_xl = (const __vector int8_t)(v_x & v_m); + const __vector int8_t v_xh = (const __vector int8_t)(v_x >> 4); - const int8x16_t v_xls = vec_sub(v_xl, v_s); - const int8x16_t v_xhs = vec_sub(v_xh, v_s); + const __vector int8_t v_xls = vec_sub(v_xl, v_s); + const __vector int8_t v_xhs = vec_sub(v_xh, v_s); - const int8x16_t v_yl = vec_xl(0 , y[ib].qs); - const int8x16_t v_yh = vec_xl(QK8_0/2, y[ib].qs); + const __vector int8_t v_yl = vec_xl(0 , y[ib].qs); + const __vector int8_t v_yh = vec_xl(QK8_0/2, y[ib].qs); - const int16x8_t v_xylso = vec_mulo(v_xls, v_yl); - const int16x8_t v_xylse = vec_mule(v_xls, v_yl); - const int16x8_t v_xyhso = vec_mulo(v_xhs, v_yh); - const int16x8_t v_xyhse = vec_mule(v_xhs, v_yh); + const __vector int16_t v_xylso = vec_mulo(v_xls, v_yl); + const __vector int16_t v_xylse = vec_mule(v_xls, v_yl); + const __vector int16_t v_xyhso = vec_mulo(v_xhs, v_yh); + const __vector int16_t v_xyhse = vec_mule(v_xhs, v_yh); - int16x8_t v_xy_ = v_xylso + v_xylse + v_xyhso + v_xyhse; v_xy_ += vec_reve(v_xy_); + __vector int16_t v_xy_ = v_xylso + v_xylse + v_xyhso + v_xyhse; v_xy_ += vec_reve(v_xy_); - const float32x4_t v_xy = vec_float(vec_unpackh(v_xy_)); - const float32x4_t v_d = vec_splats(GGML_CPU_FP16_TO_FP32(x[ib].d) * GGML_CPU_FP16_TO_FP32(y[ib].d)); + const __vector float v_xy = vec_float(vec_unpackh(v_xy_)); + const __vector float v_d = vec_splats(GGML_CPU_FP16_TO_FP32(x[ib].d) * GGML_CPU_FP16_TO_FP32(y[ib].d)); acc = vec_madd(v_xy, v_d, acc); } - sumf = vec_hsum(acc); + sumf = acc[0] + acc[1] + acc[2] + acc[3]; + *s = sumf; #else UNUSED(nb); @@ -248,7 +249,8 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = vec_madd(v_xy, v_d, acc); } - sumf = vec_hsum(acc) + summs; + sumf = acc[0] + acc[1] + acc[2] + acc[3] + summs; + *s = sumf; #else UNUSED(nb); @@ -573,7 +575,7 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi float sumf = 0; #if defined(__VXE__) || defined(__VXE2__) - float32x4_t acc = vec_splats(0.0f); + __vector float acc = vec_splats(0.0f); #pragma GCC unroll 8 for (; ib < nb; ++ib) { @@ -592,7 +594,7 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const voi acc = vec_madd(v_xy, v_d, acc); } - sumf = vec_hsum(acc); + sumf = acc[0] + acc[1] + acc[2] + acc[3]; *s = sumf; #else @@ -716,10 +718,10 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi isum2 = ggml_vec_dot(v_z, q3bytes[2], q8bytes[6]); isum3 = ggml_vec_dot(v_z, q3bytes[3], q8bytes[7]); - isum += vec_hsum(isum0) * scale[0]; - isum += vec_hsum(isum1) * scale[1]; - isum += vec_hsum(isum2) * scale[2]; - isum += vec_hsum(isum3) * scale[3]; + isum += (isum0[0] + isum0[1] + isum0[2] + isum0[3]) * scale[0]; + isum += (isum1[0] + isum1[1] + isum1[2] + isum1[3]) * scale[1]; + isum += (isum2[0] + isum2[1] + isum2[2] + isum2[3]) * scale[2]; + isum += (isum3[0] + isum3[1] + isum3[2] + isum3[3]) * scale[3]; scale += 4; @@ -817,7 +819,7 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi v_xl[1] = (int8x16_t)vec_and(v_x[1], v_lm); const int32x4_t p1 = ggml_vec_dot(ggml_vec_dot(v_z, v_xl[0], v_y[0]), v_xl[1], v_y[1]); - sumi1 += vec_hsum(p1) * scales[2*j+0]; + sumi1 += (p1[0] + p1[1] + p1[2] + p1[3]) * scales[2*j+0]; v_y[0] = vec_xl(0 , y0); v_y[1] = vec_xl(16, y0); @@ -827,7 +829,7 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi v_xl[1] = (int8x16_t)vec_sr(v_x[1], 4); const int32x4_t p2 = ggml_vec_dot(ggml_vec_dot(v_z, v_xl[0], v_y[0]), v_xl[1], v_y[1]); - sumi2 += vec_hsum(p2) * scales[2*j+1]; + sumi2 += (p2[0] + p2[1] + p2[2] + p2[3]) * scales[2*j+1]; } sumf += d * (sumi1 + sumi2); @@ -909,7 +911,7 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi const int32x4_t v_minsho = vec_mulo(v_ysums, v_minsh); const int32x4_t v_minshe = vec_mule(v_ysums, v_minsh); const int32x4_t v_mins = vec_add(v_minsho, v_minshe); - const int32_t mins = vec_hsum(v_mins); + const int32_t mins = v_mins[0] + v_mins[1] + v_mins[2] + v_mins[3]; const uint8_t * scales = (const uint8_t *)utmp; const uint8_t * GGML_RESTRICT x0l = x[i].qs; @@ -946,8 +948,8 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi int32x4_t sumi0 = ggml_vec_dot(ggml_vec_dot(v_z, q5b[0], v_y[0]), q5b[1], v_y[1]); int32x4_t sumi1 = ggml_vec_dot(ggml_vec_dot(v_z, q5b[2], v_y[2]), q5b[3], v_y[3]); - sumi += vec_hsum(sumi0) * *scales++; - sumi += vec_hsum(sumi1) * *scales++; + sumi += (sumi0[0] + sumi0[1] + sumi0[2] + sumi0[3]) * *scales++; + sumi += (sumi1[0] + sumi1[1] + sumi1[2] + sumi1[3]) * *scales++; } sumf += d * sumi - dmin * mins; @@ -1018,7 +1020,7 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi const int32x4_t v_minshe = vec_mule(v_ysumsh, v_scaleh); const int32x4_t v_mins = v_minslo + v_minsle + v_minsho + v_minshe; - const int32_t mins = vec_hsum(v_mins); + const int32_t mins = v_mins[0] + v_mins[1] + v_mins[2] + v_mins[3]; int32_t isum = 0; for (int j = 0; j < QK_K/128; ++j) { @@ -1058,10 +1060,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi int32x4_t summs2 = ggml_vec_dot(v_z, q6b[2], v_y[2]); int32x4_t summs3 = ggml_vec_dot(v_z, q6b[3], v_y[3]); - isum += vec_hsum(summs0) * scale[0] + - vec_hsum(summs1) * scale[1] + - vec_hsum(summs2) * scale[2] + - vec_hsum(summs3) * scale[3]; + isum += (summs0[0] + summs0[1] + summs0[2] + summs0[3]) * scale[0] + + (summs1[0] + summs1[1] + summs1[2] + summs1[3]) * scale[1] + + (summs2[0] + summs2[1] + summs2[2] + summs2[3]) * scale[2] + + (summs3[0] + summs3[1] + summs3[2] + summs3[3]) * scale[3]; scale += 4; @@ -1092,10 +1094,10 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const voi summs2 = ggml_vec_dot(v_z, q6b[2], v_y[2]); summs3 = ggml_vec_dot(v_z, q6b[3], v_y[3]); - isum += vec_hsum(summs0) * scale[0] + - vec_hsum(summs1) * scale[1] + - vec_hsum(summs2) * scale[2] + - vec_hsum(summs3) * scale[3]; + isum += (summs0[0] + summs0[1] + summs0[2] + summs0[3]) * scale[0] + + (summs1[0] + summs1[1] + summs1[2] + summs1[3]) * scale[1] + + (summs2[0] + summs2[1] + summs2[2] + summs2[3]) * scale[2] + + (summs3[0] + summs3[1] + summs3[2] + summs3[3]) * scale[3]; scale += 4; } @@ -1283,7 +1285,7 @@ void ggml_vec_dot_iq4_nl_q8_0(int n, float * GGML_RESTRICT s, size_t bs, const v const int8x16_t v_yh = vec_xl(QK8_0/2, y0->qs); const int32x4_t v_xy = ggml_vec_dot(ggml_vec_dot(vec_splats(0), v_xl, v_yl), v_xh, v_yh); - sumf += GGML_CPU_FP16_TO_FP32(x0->d) * GGML_CPU_FP16_TO_FP32(y0->d) * vec_hsum(v_xy); + sumf += GGML_CPU_FP16_TO_FP32(x0->d) * GGML_CPU_FP16_TO_FP32(y0->d) * (v_xy[0] + v_xy[1] + v_xy[2] + v_xy[3]); } *s = sumf; @@ -1352,8 +1354,8 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * GGML_RESTRICT s, size_t bs, const v h >>= 4; - sumi1 += vec_hsum(vsumi0) * ls1; - sumi2 += vec_hsum(vsumi1) * ls2; + sumi1 += (vsumi0[0] + vsumi0[1] + vsumi0[2] + vsumi0[3]) * ls1; + sumi2 += (vsumi1[0] + vsumi1[1] + vsumi1[2] + vsumi1[3]) * ls2; } sumf += GGML_CPU_FP16_TO_FP32(x[ibl].d) * y[ibl].d * (sumi1 + sumi2); From f231a9d8a10e91fd73d4861cb61a13e4b5ce6d8b Mon Sep 17 00:00:00 2001 From: Aaron Teo Date: Sun, 7 Sep 2025 19:05:46 +0800 Subject: [PATCH 19/20] docs: update ops and build for zDNN Signed-off-by: Aaron Teo --- docs/build-s390x.md | 6 +- docs/ops.md | 7 + docs/ops/zDNN.csv | 11114 +++++++++++++++++++++++++++++------------- 3 files changed, 7677 insertions(+), 3450 deletions(-) diff --git a/docs/build-s390x.md b/docs/build-s390x.md index 94f8ffdb74e32..67df4e2eac19b 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 9a81ca0a9770c..0047ef3fa5e53 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 bf633844f5ecf..5540c2cc1953d 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" 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+"zDNN","CONV_3D","N=1,IC=4,ID=8,IH=8,IW=8,OC=8,KD=1,KH=1,KW=1,s0=1,s1=1,s2=1,p0=0,p1=0,p2=0,d0=1,d1=1,d2=1,type_kernel=f16","support","0","no","zDNN" "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" +"zDNN","CPY","type_src=mxfp4,type_dst=mxfp4,ne=[64,2,3,4],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=[96,2,3,4],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=[96,2,3,4],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=[96,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","zDNN" "zDNN","CPY","type_src=q2_K,type_dst=q2_K,ne=[256,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","zDNN" "zDNN","CPY","type_src=q2_K,type_dst=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=q2_K,type_dst=q2_K,ne=[256,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","zDNN" @@ -2835,6 +3644,8 @@ "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" 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+"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" 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-"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" 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Subject: [PATCH 20/20] ggml-zdnn: rm ggml_backend_zdnn_init from header files Signed-off-by: Aaron Teo --- ggml/include/ggml-zdnn.h | 2 -- 1 file changed, 2 deletions(-) diff --git a/ggml/include/ggml-zdnn.h b/ggml/include/ggml-zdnn.h index c2c30c977c357..69fb558d873cd 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