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android13/external/XNNPACK/test/f16-spmm-minmax.cc

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// Copyright 2019 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.
//
// Auto-generated file. Do not edit!
// Specification: test/f16-spmm-minmax.yaml
// Generator: tools/generate-spmm-test.py
#include <gtest/gtest.h>
#include <xnnpack/common.h>
#include <xnnpack/isa-checks.h>
#include <xnnpack/spmm.h>
#include "spmm-microkernel-tester.h"
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, m_div_8) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 16; m <= 24; m += 8) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 9; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.output_stride(19)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 4; k <= 20; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, m_div_8) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 16; m <= 24; m += 8) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 9; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.output_stride(19)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, m_div_16) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 32; m <= 48; m += 16) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 17; m < 32; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.output_stride(37)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 4; k <= 20; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, m_div_16) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 32; m <= 48; m += 16) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 17; m < 32; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.output_stride(37)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, m_lt_24) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 24; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, m_div_24) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 48; m <= 72; m += 24) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, m_gt_24) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 25; m < 48; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.output_stride(53)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 4; k <= 20; k += 2) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, m_lt_24) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 24; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, m_div_24) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 48; m <= 72; m += 24) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, m_gt_24) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 25; m < 48; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.output_stride(53)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(24)
.nr(1)
.m(48)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, m_lt_32) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 32; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, m_div_32) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 64; m <= 96; m += 32) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, m_gt_32) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 33; m < 64; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.output_stride(67)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (size_t k = 4; k <= 20; k += 2) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, m_lt_32) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 1; m < 32; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, m_div_32) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 64; m <= 96; m += 32) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, m_gt_32) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t m = 33; m < 64; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, output_stride) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.output_stride(67)
.sparsity(0.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, qmin) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, qmax) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FP16_ARITH;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(32)
.nr(1)
.m(64)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2, xnn_init_f16_scaleminmax_neon_params);
}
}
}
#endif // XNN_ARCH_ARM64
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