sglang_v0.5.2/pytorch_2.8.0/third_party/XNNPACK/test/qd8-f32-qc4w-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.

# SSSE3 / SSE4 MADD
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__ssse3_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__ssse3_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__ssse3_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__ssse3_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__sse41_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__sse41_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__sse41_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__sse41_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__ssse3_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__ssse3_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__ssse3_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__ssse3_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__sse41_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__sse41_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__sse41_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__sse41_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX256SKX MADD
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x8c8__avx256skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x8c8__avx256skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX2 MADD
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx2_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx2_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX512SKX MADD
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c4__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c4__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c8__avx512skx_madd
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c8__avx512skx_madd_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4uw_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX512AMX
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x64c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x64c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_16x64c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_16x64c4__avx512amx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x32c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x32c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_16x32c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_16x32c4__avx512amx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_16x16c4__avx512amx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_16x16c4__avx512amx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 64

# ARM NEONDOT
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x16c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x16c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x16c4__neondot
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8

# ARM NEONI8MM
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x32c8__neoni8mm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# ARM NEON
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16__neon_mlal_lane
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16__neon_mlal_lane_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x16__neon_mlal_lane
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x16__neon_mlal_lane_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x16__neon_mlal_lane
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x16__neon_mlal_lane_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16__neon_mlal_lane
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16__neon_mlal_lane_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x16__neon_mlal_lane
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x16__neon_mlal_lane_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8

# AVX512SKX
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512skx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512skx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512skx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512skx_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# AVX512 VNNI
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c4__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c4__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c8__avx512vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c8__avx512vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX512 VNNI GFNI
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c4__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c4__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 8
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c8__avx512vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x16c8__avx512vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX256 VNNI
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x8c8__avx256vnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x8c8__avx256vnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVX256 VNNI GFNI
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x8c8__avx256vnnigfni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_9x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_10x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_12x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_14x8c8__avx256vnnigfni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# AVXVNNI
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avxvnni
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avxvnni_prfm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
  unsigned-inputs: True

# x86 AVX2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx2
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# x86 AVX256SKX
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x8c8__avx256skx
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# AVX
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__avx_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__avx_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__avx_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__avx_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__avx_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__avx_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__avx_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__avx_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# SSE4
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__sse41_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__sse41_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__sse41_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__sse41_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__sse41_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__sse41_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__sse41_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__sse41_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# SSE2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__sse2_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__sse2_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__sse2_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__sse2_ld128
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__sse2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__sse2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__sse2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__sse2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# RISC-V Vector
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_5x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_6x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_7x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_8x4v__rvv
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2

# WAsmSIMD
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_3x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4c8__wasmsimd_dot16x2_ld64
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 16

# Scalar
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x1__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x2__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x2__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4__scalar
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2

# WAsm
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x2__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x4__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_1x8__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x2__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x4__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_2x8__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2
- name: xnn_qd8_f32_qc4w_gemm_minmax_ukernel_4x4__wasm
  init: xnn_init_f32_qc4w_minmax_scalar_params
  pack: xnn_pack_qs8_qc4w_gemm_goi_w
  k-block: 2