/** * @brief SIMD-accelerated Batched Dot Products for WASM Relaxed SIMD. * @file include/numkong/dots/v128relaxed.h * @author Ash Vardanian * @date March 5, 2026 * * @sa include/numkong/dots.h * * Uses relaxed SIMD dot products for integer GEMM. I8 uses 2×relaxed_dot with * bit-split (b_low + (-128)·b_high). U8 uses 2×relaxed_dot with signed reinterpretation * and b_sums compensation. E2M3 uses standard single-register state (no correction). */ #ifndef NK_DOTS_V128RELAXED_H #define NK_DOTS_V128RELAXED_H #if NK_TARGET_V128RELAXED #include "numkong/dot/v128relaxed.h" #include "numkong/dots/serial.h" #if defined(__cplusplus) extern "C" { #endif #if defined(__clang__) #pragma clang attribute push(__attribute__((target("relaxed-simd"))), apply_to = function) #endif /* I8 GEMM: depth_simd_dimensions=16 — standard (correction depends on both A and B) */ nk_define_cross_pack_size_(dots, i8, v128relaxed, i8, i8, /*norm_value_type=*/u32, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, i8, v128relaxed, i8, i8, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*norm_value_type=*/u32, nk_dots_reduce_sumsq_i8_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, i8, v128relaxed, i8, i32, nk_b128_vec_t, nk_dot_i8x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_i8x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_i8x16_update_v128relaxed, nk_dot_i8x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, i8, v128relaxed, i8, i8, i32, nk_b128_vec_t, nk_dot_i8x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_i8x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_i8x16_update_v128relaxed, nk_dot_i8x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) /* U8 GEMM: depth_simd_dimensions=16 — compensated (2×relaxed_dot with bit-split + b_sums correction) */ nk_define_cross_compensated_pack_size_(dots, u8, v128relaxed, u8, u8, /*sum_value_type=*/u32, /*norm_value_type=*/u32, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_compensated_pack_(dots, u8, v128relaxed, u8, u8, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*sum_value_type=*/u32, /*norm_value_type=*/u32, nk_dots_reduce_moments_u8_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_compensated_symmetric_(dots, u8, v128relaxed, u8, u32, /*sum_value_type=*/u32, /*norm_value_type=*/u32, nk_b128_vec_t, nk_dot_u8x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_u8x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_u8x16_update_v128relaxed, nk_dot_u8x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_sum_u8x16_state_v128relaxed_t, nk_sum_u8x16_init_v128relaxed, nk_sum_u8x16_update_v128relaxed, nk_sum_u8x16_finalize_v128relaxed, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_compensated_packed_(dots, u8, v128relaxed, u8, u8, u32, /*sum_value_type=*/u32, /*norm_value_type=*/u32, nk_b128_vec_t, nk_dot_u8x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_u8x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_u8x16_update_v128relaxed, nk_dot_u8x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_dots_reduce_sum_u8_stub_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) /* E2M3 GEMM: depth_simd_dimensions=16 — standard (magnitudes fit u7, no correction) */ nk_define_cross_pack_size_(dots, e2m3, v128relaxed, e2m3, e2m3, /*norm_value_type=*/f32, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, e2m3, v128relaxed, e2m3, e2m3, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*norm_value_type=*/f32, nk_dots_reduce_sumsq_e2m3_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, e2m3, v128relaxed, e2m3, f32, nk_b128_vec_t, nk_dot_e2m3x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_e2m3x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_e2m3x16_update_v128relaxed, nk_dot_e2m3x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, e2m3, v128relaxed, e2m3, e2m3, f32, nk_b128_vec_t, nk_dot_e2m3x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_e2m3x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_e2m3x16_update_v128relaxed, nk_dot_e2m3x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) /* E3M2 GEMM: depth_simd_dimensions=16 — ×4 scaled relaxed_dot (magnitudes ≤ 112, fits u7) */ nk_define_cross_pack_size_(dots, e3m2, v128relaxed, e3m2, e3m2, /*norm_value_type=*/f32, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, e3m2, v128relaxed, e3m2, e3m2, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*norm_value_type=*/f32, nk_dots_reduce_sumsq_e3m2_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, e3m2, v128relaxed, e3m2, f32, nk_b128_vec_t, nk_dot_e3m2x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_e3m2x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_e3m2x16_update_v128relaxed, nk_dot_e3m2x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, e3m2, v128relaxed, e3m2, e3m2, f32, nk_b128_vec_t, nk_dot_e3m2x16_state_v128relaxed_t, nk_b128_vec_t, nk_dot_e3m2x16_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_dot_e3m2x16_update_v128relaxed, nk_dot_e3m2x16_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/16, /*dimensions_per_value=*/1) /* BF16 GEMM: depth_simd_dimensions=8, raw bf16 storage, shift+mask even/odd → f32 inline */ nk_define_cross_pack_size_(dots, bf16, v128relaxed, bf16, bf16, /*norm_value_type=*/f32, /*depth_simd_dimensions=*/8, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, bf16, v128relaxed, bf16, bf16, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b16x8_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b16x8_serial_, /*simd_width=*/8, /*norm_value_type=*/f32, nk_dots_reduce_sumsq_bf16_, /*depth_simd_dimensions=*/8, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, bf16, v128relaxed, bf16, f32, nk_b128_vec_t, nk_dot_bf16x8_state_v128relaxed_t, nk_b128_vec_t, nk_dot_bf16x8_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b16x8_serial_, nk_dot_bf16x8_update_v128relaxed, nk_dot_bf16x8_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/8, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, bf16, v128relaxed, bf16, bf16, f32, nk_b128_vec_t, nk_dot_bf16x8_state_v128relaxed_t, nk_b128_vec_t, nk_dot_bf16x8_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b16x8_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b16x8_serial_, nk_dot_bf16x8_update_v128relaxed, nk_dot_bf16x8_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/8, /*dimensions_per_value=*/1) /* F16 GEMM: depth_simd_dimensions=4 — upcast to f32x4 via nk_f16x4_to_f32x4_v128relaxed_ */ nk_define_cross_pack_size_(dots, f16, v128relaxed, f16, f32, /*norm_value_type=*/f32, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, f16, v128relaxed, f16, f32, nk_b128_vec_t, nk_load_f16x4_to_f32x4_v128relaxed_, nk_partial_load_f16x4_to_f32x4_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*simd_width=*/4, /*norm_value_type=*/f32, nk_dots_reduce_sumsq_f16_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, f16, v128relaxed, f16, f32, nk_b128_vec_t, nk_dot_through_f32x4_state_v128relaxed_t_, nk_b128_vec_t, nk_dot_through_f32x4_init_v128relaxed_, nk_load_f16x4_to_f32x4_v128relaxed_, nk_partial_load_f16x4_to_f32x4_v128relaxed_, nk_dot_through_f32x4_update_v128relaxed_, nk_dot_through_f32x4_finalize_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, f16, v128relaxed, f16, f32, f32, nk_b128_vec_t, nk_dot_through_f32x4_state_v128relaxed_t_, nk_b128_vec_t, nk_dot_through_f32x4_init_v128relaxed_, nk_load_f16x4_to_f32x4_v128relaxed_, nk_partial_load_f16x4_to_f32x4_v128relaxed_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_dot_through_f32x4_update_v128relaxed_, nk_dot_through_f32x4_finalize_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_pack_size_(dots, f32, v128relaxed, f32, f32, /*norm_value_type=*/f64, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, f32, v128relaxed, f32, f32, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*simd_width=*/4, /*norm_value_type=*/f64, nk_dots_reduce_sumsq_f32_, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, f32, v128relaxed, f32, f64, nk_b64_vec_t, nk_dot_f32x2_state_v128relaxed_t, nk_b256_vec_t, nk_dot_f32x2_init_v128relaxed, nk_load_b64_serial_, nk_partial_load_b32x2_serial_, nk_dot_f32x2_update_v128relaxed, nk_dot_f32x2_finalize_v128relaxed, nk_store_b256_v128relaxed_, nk_partial_store_b64x4_serial_, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, f32, v128relaxed, f32, f32, f64, nk_b64_vec_t, nk_dot_f32x2_state_v128relaxed_t, nk_b256_vec_t, nk_dot_f32x2_init_v128relaxed, nk_load_b64_serial_, nk_partial_load_b32x2_serial_, nk_load_b64_serial_, nk_partial_load_b32x2_serial_, nk_dot_f32x2_update_v128relaxed, nk_dot_f32x2_finalize_v128relaxed, nk_store_b256_v128relaxed_, nk_partial_store_b64x4_serial_, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_pack_size_(dots, f64, v128relaxed, f64, f64, /*norm_value_type=*/f64, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, f64, v128relaxed, f64, f64, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b64x2_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b64x2_serial_, /*simd_width=*/2, /*norm_value_type=*/f64, nk_dots_reduce_sumsq_f64_, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, f64, v128relaxed, f64, f64, nk_b128_vec_t, nk_dot_f64x2_state_v128relaxed_t, nk_b256_vec_t, nk_dot_f64x2_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b64x2_serial_, nk_dot_f64x2_update_v128relaxed, nk_dot_f64x2_finalize_v128relaxed, nk_store_b256_v128relaxed_, nk_partial_store_b64x4_serial_, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, f64, v128relaxed, f64, f64, f64, nk_b128_vec_t, nk_dot_f64x2_state_v128relaxed_t, nk_b256_vec_t, nk_dot_f64x2_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b64x2_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b64x2_serial_, nk_dot_f64x2_update_v128relaxed, nk_dot_f64x2_finalize_v128relaxed, nk_store_b256_v128relaxed_, nk_partial_store_b64x4_serial_, /*depth_simd_dimensions=*/2, /*dimensions_per_value=*/1) /* E4M3 GEMM: depth_simd_dimensions=4 — upcast to f32x4 via nk_e4m3x4_to_f32x4_v128relaxed_ */ nk_define_cross_pack_size_(dots, e4m3, v128relaxed, e4m3, f32, /*norm_value_type=*/f32, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, e4m3, v128relaxed, e4m3, f32, nk_b128_vec_t, nk_load_e4m3x4_to_f32x4_v128relaxed_, nk_partial_load_e4m3x4_to_f32x4_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*simd_width=*/4, /*norm_value_type=*/f32, nk_dots_reduce_sumsq_e4m3_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, e4m3, v128relaxed, e4m3, f32, nk_b128_vec_t, nk_dot_e4m3x4_state_v128relaxed_t, nk_b128_vec_t, nk_dot_through_f32x4_init_v128relaxed_, nk_load_e4m3x4_to_f32x4_v128relaxed_, nk_partial_load_e4m3x4_to_f32x4_v128relaxed_, nk_dot_through_f32x4_update_v128relaxed_, nk_dot_through_f32x4_finalize_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, e4m3, v128relaxed, e4m3, f32, f32, nk_b128_vec_t, nk_dot_e4m3x4_state_v128relaxed_t, nk_b128_vec_t, nk_dot_through_f32x4_init_v128relaxed_, nk_load_e4m3x4_to_f32x4_v128relaxed_, nk_partial_load_e4m3x4_to_f32x4_v128relaxed_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_dot_through_f32x4_update_v128relaxed_, nk_dot_through_f32x4_finalize_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) /* E5M2 GEMM: depth_simd_dimensions=4 — upcast to f32x4 via nk_e5m2x4_to_f32x4_v128relaxed_ */ nk_define_cross_pack_size_(dots, e5m2, v128relaxed, e5m2, f32, /*norm_value_type=*/f32, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_pack_(dots, e5m2, v128relaxed, e5m2, f32, nk_b128_vec_t, nk_load_e5m2x4_to_f32x4_v128relaxed_, nk_partial_load_e5m2x4_to_f32x4_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*simd_width=*/4, /*norm_value_type=*/f32, nk_dots_reduce_sumsq_e5m2_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_symmetric_(dots, e5m2, v128relaxed, e5m2, f32, nk_b128_vec_t, nk_dot_e5m2x4_state_v128relaxed_t, nk_b128_vec_t, nk_dot_through_f32x4_init_v128relaxed_, nk_load_e5m2x4_to_f32x4_v128relaxed_, nk_partial_load_e5m2x4_to_f32x4_v128relaxed_, nk_dot_through_f32x4_update_v128relaxed_, nk_dot_through_f32x4_finalize_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) nk_define_cross_packed_(dots, e5m2, v128relaxed, e5m2, f32, f32, nk_b128_vec_t, nk_dot_e5m2x4_state_v128relaxed_t, nk_b128_vec_t, nk_dot_through_f32x4_init_v128relaxed_, nk_load_e5m2x4_to_f32x4_v128relaxed_, nk_partial_load_e5m2x4_to_f32x4_v128relaxed_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_dot_through_f32x4_update_v128relaxed_, nk_dot_through_f32x4_finalize_v128relaxed_, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/4, /*dimensions_per_value=*/1) /* U4 GEMM: depth_simd_dimensions=32 — nibble extraction + relaxed_dot */ nk_define_cross_pack_size_(dots, u4, v128relaxed, u4x2, u4x2, /*norm_value_type=*/u32, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) nk_define_cross_pack_(dots, u4, v128relaxed, u4x2, u4x2, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*norm_value_type=*/u32, nk_dots_reduce_sumsq_u4_, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) nk_define_cross_symmetric_(dots, u4, v128relaxed, u4x2, u32, nk_b128_vec_t, nk_dot_u4x32_state_v128relaxed_t, nk_b128_vec_t, nk_dot_u4x32_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b4x32_serial_, nk_dot_u4x32_update_v128relaxed, nk_dot_u4x32_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) nk_define_cross_packed_(dots, u4, v128relaxed, u4x2, u4x2, u32, nk_b128_vec_t, nk_dot_u4x32_state_v128relaxed_t, nk_b128_vec_t, nk_dot_u4x32_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b4x32_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b4x32_serial_, nk_dot_u4x32_update_v128relaxed, nk_dot_u4x32_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) /* I4 GEMM: depth_simd_dimensions=32 — compensated (XOR-bias algebraic transform) */ nk_define_cross_compensated_pack_size_(dots, i4, v128relaxed, i4x2, i4x2, /*sum_value_type=*/i32, /*norm_value_type=*/u32, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) nk_define_cross_compensated_pack_(dots, i4, v128relaxed, i4x2, i4x2, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*sum_value_type=*/i32, /*norm_value_type=*/u32, nk_dots_reduce_moments_i4_, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) nk_define_cross_compensated_symmetric_(dots, i4, v128relaxed, i4x2, i32, /*sum_value_type=*/i32, /*norm_value_type=*/u32, nk_b128_vec_t, nk_dot_i4x32_state_v128relaxed_t, nk_b128_vec_t, nk_dot_i4x32_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b4x32_serial_, nk_dot_i4x32_update_v128relaxed, nk_dot_i4x32_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_sum_i4x32_state_v128relaxed_t, nk_sum_i4x32_init_v128relaxed, nk_sum_i4x32_update_v128relaxed, nk_sum_i4x32_finalize_v128relaxed, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) nk_define_cross_compensated_packed_(dots, i4, v128relaxed, i4x2, i4x2, i32, /*sum_value_type=*/i32, /*norm_value_type=*/u32, nk_b128_vec_t, nk_dot_i4x32_state_v128relaxed_t, nk_b128_vec_t, nk_dot_i4x32_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b4x32_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b4x32_serial_, nk_dot_i4x32_update_v128relaxed, nk_dot_i4x32_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b32x4_serial_, nk_dots_reduce_sum_i4_, /*depth_simd_dimensions=*/32, /*dimensions_per_value=*/2) /* U1 GEMM: depth_simd_dimensions=128 (128 bits = 16 bytes = v128 register width) */ nk_define_cross_pack_size_(dots, u1, v128relaxed, u1x8, u1x8, /*norm_value_type=*/u32, /*depth_simd_dimensions=*/128, /*dimensions_per_value=*/8) nk_define_cross_pack_(dots, u1, v128relaxed, u1x8, u1x8, nk_b128_vec_t, nk_load_b128_v128relaxed_, nk_partial_load_b8x16_serial_, nk_store_b128_v128relaxed_, nk_partial_store_b8x16_serial_, /*simd_width=*/16, /*norm_value_type=*/u32, nk_dots_reduce_sum_u1_, /*depth_simd_dimensions=*/128, /*dimensions_per_value=*/8) nk_define_cross_symmetric_(dots, u1, v128relaxed, u1x8, u32, nk_b128_vec_t, nk_dot_u1x128_state_v128relaxed_t, nk_b128_vec_t, nk_dot_u1x128_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b1x128_serial_, nk_dot_u1x128_update_v128relaxed, nk_dot_u1x128_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/128, /*dimensions_per_value=*/8) nk_define_cross_packed_(dots, u1, v128relaxed, u1x8, u1x8, u32, nk_b128_vec_t, nk_dot_u1x128_state_v128relaxed_t, nk_b128_vec_t, nk_dot_u1x128_init_v128relaxed, nk_load_b128_v128relaxed_, nk_partial_load_b1x128_serial_, nk_load_b128_v128relaxed_, nk_partial_load_b1x128_serial_, nk_dot_u1x128_update_v128relaxed, nk_dot_u1x128_finalize_v128relaxed, nk_store_b128_v128relaxed_, nk_partial_store_b32x4_serial_, /*depth_simd_dimensions=*/128, /*dimensions_per_value=*/8) #if defined(__clang__) #pragma clang attribute pop #endif #if defined(__cplusplus) } // extern "C" #endif #endif // NK_TARGET_V128RELAXED #endif // NK_DOTS_V128RELAXED_H