sglang_v0.5.2/pytorch_2.8.0/third_party/XNNPACK/test/qd8-f32-qc8w-gemm-minmax.yaml

# Copyright 2023 Google LLC
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.

# AVX512AMX
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x64c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x64c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_16x64c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_16x64c4__avx512amx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x32c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x32c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_16x32c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_16x32c4__avx512amx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_16x16c4__avx512amx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_16x16c4__avx512amx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 64

# AArch32 assembly
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c4__asm_aarch32_neondot_cortex_a55
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# ARM NEONI8MM
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x32c8__neoni8mm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16

# ARM NEON
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c2s4__neon_mlal
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__aarch64_neondot_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__neondot_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__aarch64_neondot_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__neondot_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c2s4__neon_mlal
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x16__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x16__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x16c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x16__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x16__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x16c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__asm_aarch64_neondot_cortex_a55
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__asm_aarch64_neondot_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__asm_aarch64_neondot_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x16__neon_mlal_lane
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x16__neon_mlal_lane_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x16c4__neondot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 4

# x86 SSE
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__sse2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__sse2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__sse41_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__sse41_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__sse2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__sse2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__sse41_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__sse41_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__sse2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__sse2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__sse41_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__sse41_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__sse2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__sse2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__sse41_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__sse41_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# x86 AVX
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__avx_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__avx_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__avx_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__avx_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__avx_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__avx_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__avx_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__avx_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# x86 AVX2
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__avx2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__avx2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__avx2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__avx2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# x86 AVX256SKX
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__avx256skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c8__avx256skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c8__avx256skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c8__avx256skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# AVX512SKX
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__avx512skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c8__avx512skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c8__avx512skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c8__avx512skx
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__avx512skx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c8__avx512skx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c8__avx512skx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c8__avx512skx_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# x86 AVX512VNNI
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_9x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_10x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_12x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_14x16c4__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_9x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_10x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_12x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_14x16c4__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_9x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_10x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_12x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_14x16c8__avx512vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_9x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_10x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_12x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_14x16c8__avx512vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# x86 AVX512VNNI
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_9x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_10x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_12x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_14x8c8__avx256vnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_9x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_10x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_12x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_14x8c8__avx256vnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVXVNNI
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c8__avxvnni
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c8__avxvnni_prfm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# x86 AVXVNNI
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c4__avxvnni_u2_acc2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x8c4__avxvnni_u4_acc4
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 32
  unsigned-inputs: True

# RISC-V Vector
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_5x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_6x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_7x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_8x4v__rvv
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1

# WAsm SIMD
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c2__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c2__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c8__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c2__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c2__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c8__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c2__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c2__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c8__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c2__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c2__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c8__wasmsimd_dot16x2_ld128
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# WAsm Relaxed SIMD
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x4c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c16__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c16__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 16

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__wasmusdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__wasmusdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__wasmusdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__wasmusdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8c8__wasmsdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8c8__wasmsdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_3x8c8__wasmsdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__wasmsdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x8c8__wasmsdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c4__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x16c4__wasmusdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__wasmusdot
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x16c4__wasmusdot_u2
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 8

# WAsm
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x2__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x2__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4__wasm
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1

# Scalar
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x2__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x4__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_1x8__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x2__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x4__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_2x8__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1
- name: xnn_qd8_f32_qc8w_gemm_minmax_ukernel_4x4__scalar
  init: xnn_init_f32_minmax_scalar_params
  pack: xnn_pack_qs8_gemm_goi_w
  k-block: 1