mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2026-07-23 11:10:55 -05:00
233 lines
6.8 KiB
C
233 lines
6.8 KiB
C
#ifndef HTP_OPS_H
|
|
#define HTP_OPS_H
|
|
|
|
#include <assert.h>
|
|
|
|
// ggml-common.h must be included prio to this header
|
|
|
|
enum htp_status {
|
|
HTP_STATUS_OK = 1,
|
|
HTP_STATUS_INTERNAL_ERR = 2,
|
|
HTP_STATUS_NO_SUPPORT = 3,
|
|
HTP_STATUS_INVAL_PARAMS = 4,
|
|
HTP_STATUS_VTCM_TOO_SMALL = 5,
|
|
};
|
|
|
|
// First set of values must match the ggml_type.
|
|
// Duplicated here because we can't include full ggml.h in the htp build.
|
|
// We have some static_asserts in the cpp code to ensure things are in sync.
|
|
enum htp_data_type {
|
|
HTP_TYPE_F32 = 0,
|
|
HTP_TYPE_F16 = 1,
|
|
HTP_TYPE_Q4_0 = 2,
|
|
HTP_TYPE_Q4_1 = 3,
|
|
HTP_TYPE_Q8_0 = 8,
|
|
HTP_TYPE_IQ4_NL = 20,
|
|
HTP_TYPE_I32 = 26,
|
|
HTP_TYPE_I64 = 27,
|
|
HTP_TYPE_MXFP4 = 39,
|
|
|
|
// types used internally for repack, dyn.quant, etc
|
|
HTP_TYPE_Q4_0_TILED = 200,
|
|
HTP_TYPE_Q4_1_TILED,
|
|
HTP_TYPE_Q8_0_TILED,
|
|
HTP_TYPE_MXFP4_TILED,
|
|
|
|
HTP_TYPE_INVALID
|
|
};
|
|
|
|
// Constats for internal types
|
|
#define QK_Q4_0_TILED 256 // 32x32 Q4_0 tiled layout
|
|
#define QK_Q8_0_TILED 128 // 32x32 Q8_0 tiled layout
|
|
#define QK_MXFP4_TILED 256 // 32x32 MXFP4 tiled layout
|
|
|
|
|
|
|
|
// Mask to enable various stages of the Ops.
|
|
// Used for debugging and profiling.
|
|
enum htp_op_stage {
|
|
HTP_OPSTAGE_QUEUE = (1 << 0), // Enable Queueing (ie calls into NPU)
|
|
HTP_OPSTAGE_COMPUTE = (1 << 1), // Enable Compute
|
|
};
|
|
|
|
// Do not reorder first 4 (used as an index)
|
|
enum htp_op_code {
|
|
HTP_OP_MUL = 0,
|
|
HTP_OP_ADD = 1,
|
|
HTP_OP_SUB = 2,
|
|
HTP_OP_DIV = 3,
|
|
HTP_OP_MUL_MAT,
|
|
HTP_OP_MUL_MAT_ID,
|
|
HTP_OP_MUL_MAT_QKV,
|
|
HTP_OP_MUL_MAT_FFN,
|
|
HTP_OP_MUL_MAT_ADD,
|
|
HTP_OP_RMS_NORM,
|
|
HTP_OP_RMS_NORM_MUL,
|
|
HTP_OP_UNARY_SILU,
|
|
HTP_OP_UNARY_GELU,
|
|
HTP_OP_UNARY_SIGMOID,
|
|
HTP_OP_UNARY_EXP,
|
|
HTP_OP_UNARY_NEG,
|
|
HTP_OP_UNARY_SOFTPLUS,
|
|
HTP_OP_UNARY_TANH,
|
|
HTP_OP_GLU_SWIGLU,
|
|
HTP_OP_GLU_SWIGLU_OAI,
|
|
HTP_OP_GLU_GEGLU,
|
|
HTP_OP_SOFTMAX,
|
|
HTP_OP_ADD_ID,
|
|
HTP_OP_ROPE,
|
|
HTP_OP_FLASH_ATTN_EXT,
|
|
HTP_OP_SET_ROWS,
|
|
HTP_OP_GET_ROWS,
|
|
HTP_OP_SCALE,
|
|
HTP_OP_CPY,
|
|
HTP_OP_ARGSORT,
|
|
HTP_OP_SQR,
|
|
HTP_OP_SQRT,
|
|
HTP_OP_SUM_ROWS,
|
|
HTP_OP_SSM_CONV,
|
|
HTP_OP_REPEAT,
|
|
HTP_OP_CUMSUM,
|
|
HTP_OP_FILL,
|
|
HTP_OP_DIAG,
|
|
HTP_OP_SOLVE_TRI,
|
|
HTP_OP_L2_NORM,
|
|
HTP_OP_GATED_DELTA_NET,
|
|
HTP_OP_TRI,
|
|
HTP_OP_PAD,
|
|
HTP_OP_NORM,
|
|
HTP_OP_CONCAT,
|
|
HTP_OP_CLAMP,
|
|
|
|
HTP_OP_INVALID
|
|
};
|
|
|
|
#define HTP_OP_MAX_DIMS 4 // aka GGML_MAX_DIMS
|
|
#define HTP_OP_MAX_INPUTS 6 // aka GGML_MAX_SRCS
|
|
#define HTP_OP_MAX_OUTPUTS 4
|
|
#define HTP_OP_MAX_PARAMS 16 // aka GGML_MAX_OP_PARAMS
|
|
#define HTP_OP_MAX_KERN_PARAMS 32
|
|
|
|
#define HTP_OP_MAX_BUFS 16
|
|
#define HTP_OP_MAX_TENSORS 8192 // must stay under 64K (uint16)
|
|
|
|
#define HTP_OP_MAX_VMEM_DEFAULT (3355443200u)
|
|
|
|
#define HTP_MMAP_MAX_VMEM (2147483648u)
|
|
|
|
enum htp_tensor_flags {
|
|
HTP_TENSOR_COMPUTE = (1U << 0), // Tensor buffer temporal compute data (not weights)
|
|
HTP_TENSOR_DIRTY = (1U << 1) // Tensor buffer is dirty and needs to be flushed
|
|
};
|
|
|
|
// Tensor descriptor
|
|
struct htp_tensor {
|
|
uint32_t data; // Buffer offset in the messages, and data pointer on the NPU
|
|
uint32_t alias; // Index of the canonical tensor for this memory buffer
|
|
uint32_t size; // Data size in bytes
|
|
uint32_t flags; // Buffer / tensor flags
|
|
uint32_t type; // Data type
|
|
uint16_t bi; // Buffer index
|
|
uint16_t ti; // Tensor index
|
|
uint32_t ne[HTP_OP_MAX_DIMS]; // Number of elements
|
|
uint32_t nb[HTP_OP_MAX_DIMS]; // Stride in bytes (see ggml.h ggml_tensor)
|
|
};
|
|
|
|
// Buffer descriptor
|
|
struct htp_buf_desc {
|
|
uint64_t base; // base address
|
|
uint64_t size; // total size
|
|
uint32_t flags; // buffer flags (unused)
|
|
uint32_t fd; // file descriptor
|
|
};
|
|
|
|
enum htp_op_flags {
|
|
HTP_OPFLAGS_SKIP_COMPUTE = (1U << 0), // Skip actual computation (used for profiling)
|
|
};
|
|
|
|
// Op descriptor
|
|
struct htp_op_desc {
|
|
uint32_t opcode; // GGML/HTP Op
|
|
uint32_t flags; // Op flags
|
|
int32_t params[HTP_OP_MAX_PARAMS]; // Params for the op, e.g. epsilon of RMS norm
|
|
int32_t kernel_params[HTP_OP_MAX_KERN_PARAMS]; // generic blob for host-precomputed parameters
|
|
uint16_t src[HTP_OP_MAX_INPUTS]; // Input tensors indices
|
|
uint16_t dst[HTP_OP_MAX_OUTPUTS]; // Output tensor indices
|
|
uint16_t pad[2]; // padding to align to 64 bits
|
|
};
|
|
|
|
#ifndef HTP_MAX_NTHREADS
|
|
#define HTP_MAX_NTHREADS 10
|
|
#endif
|
|
|
|
#define HTP_TRACE_MAX_EVENTS 256
|
|
|
|
enum htp_profiler_mode {
|
|
HTP_PROF_DISABLED = 0,
|
|
HTP_PROF_BASIC = 1,
|
|
HTP_PROF_PMU = 2,
|
|
HTP_PROF_TRACE = 3,
|
|
};
|
|
|
|
enum htp_trace_event_id {
|
|
HTP_TRACE_EVT_DMA = 0,
|
|
HTP_TRACE_EVT_L2FLUSH = 1,
|
|
HTP_TRACE_EVT_INIT = 2,
|
|
|
|
HTP_TRACE_EVT_HVX_COMP = 20,
|
|
HTP_TRACE_EVT_HVX_A_QUANT = 21,
|
|
HTP_TRACE_EVT_HVX_A_PREP = 22,
|
|
HTP_TRACE_EVT_HVX_W_DEQUANT = 23,
|
|
HTP_TRACE_EVT_HVX_W_PREP = 24,
|
|
HTP_TRACE_EVT_HVX_O_PROC = 25,
|
|
HTP_TRACE_EVT_HVX_FA_QK = 26,
|
|
HTP_TRACE_EVT_HVX_FA_SFM = 27,
|
|
HTP_TRACE_EVT_HVX_FA_Q_PREP = 28,
|
|
HTP_TRACE_EVT_HVX_FA_K_PREP = 29,
|
|
HTP_TRACE_EVT_HVX_FA_V_PREP = 30,
|
|
|
|
HTP_TRACE_EVT_HMX_COMP = 40,
|
|
};
|
|
|
|
struct htp_trace_desc {
|
|
uint32_t cycles; // lower 32-bits of cycle counter
|
|
uint16_t id; // Event ID
|
|
uint16_t info; // bit 15: is_stop. bits 14-0: tile/chunk index or other metadata.
|
|
};
|
|
|
|
#define HTP_PROF_PMU_NCNT 8
|
|
|
|
// Profile descriptor
|
|
struct htp_prof_desc {
|
|
uint32_t opcode; // GGML/HTP Op
|
|
uint32_t usecs; // Number of usec
|
|
uint32_t cycles_start; // Start cycle counter
|
|
uint32_t cycles_stop; // Stop cycle counter
|
|
uint32_t pmu[HTP_PROF_PMU_NCNT]; // PMU counters
|
|
};
|
|
|
|
struct htp_opbatch_req {
|
|
uint32_t id; // Batch id
|
|
uint32_t n_bufs; // Number of buffers
|
|
uint32_t n_tensors; // Number of tensors
|
|
uint32_t n_ops; // Number of ops
|
|
uint32_t n_traces; // Number of trace descriptors per thread
|
|
uint32_t pad; // unused
|
|
// struct htp_buf_desc bufs[]; -- dspqueue buf 0
|
|
// struct htp_tensor tensors[]; -- dspqueue buf 0
|
|
// struct htp_op_desc ops[]; -- dspqueue buf 0
|
|
};
|
|
|
|
struct htp_opbatch_rsp {
|
|
uint32_t id; // Batch id
|
|
uint32_t status; // HTP_STATUS_...
|
|
uint32_t n_bufs; // Number of buffers
|
|
uint32_t n_tensors; // Number of tensors
|
|
uint32_t n_ops; // Number of op profile descriptors
|
|
uint32_t n_traces[HTP_MAX_NTHREADS + 1];
|
|
uint8_t pad[8]; // align to 8 bytes
|
|
// struct htp_prof_desc profs[]; -- dspqueue buf 0
|
|
};
|
|
|
|
#endif /* HTP_OPS_H */
|