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android / platform / external / XNNPACK / 3518d4d79ba74e0d67b3784a8e3b8d1418c8a80b / . / test / f32-spmm.cc
blob: 49d397f126125e16eab2c9caff1dda0cdaab1f4e [file] [log] [blame]
// 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/f32-spmm.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(F32_SPMM_4X1__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
TEST(F32_SPMM_4X1__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
TEST(F32_SPMM_4X1__NEONFMA, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, m_lt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, m_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, m_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_4X2__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(4)
.n(2)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
TEST(F32_SPMM_4X2__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(4)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
TEST(F32_SPMM_4X2__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(4)
.n(2)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
TEST(F32_SPMM_4X2__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, n_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 3; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, n_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(4)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, m_lt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, m_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, m_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
TEST(F32_SPMM_4X2__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x2__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_4X4__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(4)
.n(4)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
TEST(F32_SPMM_4X4__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(4)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
TEST(F32_SPMM_4X4__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(4)
.n(4)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
TEST(F32_SPMM_4X4__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, n_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 5; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, n_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(4)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, m_lt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, m_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, m_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
TEST(F32_SPMM_4X4__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x4__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, m_lt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, m_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, m_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_PIPELINED, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_pipelined);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 4; k <= 20; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, m_lt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, m_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, m_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_4X1__NEONFMA_UNROLL2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 10; k += 3) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x1__neonfma_unroll2);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_8X1__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma);
}
TEST(F32_SPMM_8X1__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma);
}
}
TEST(F32_SPMM_8X1__NEONFMA, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, m_div_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_8X2__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(2)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
TEST(F32_SPMM_8X2__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
TEST(F32_SPMM_8X2__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(2)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
TEST(F32_SPMM_8X2__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, n_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 3; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, n_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, m_div_8) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 16; m <= 24; m += 8) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 9; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
TEST(F32_SPMM_8X2__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_8x2__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_8X4__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(4)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
TEST(F32_SPMM_8X4__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
TEST(F32_SPMM_8X4__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(4)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
TEST(F32_SPMM_8X4__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, n_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 5; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, n_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 8; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, m_div_8) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 16; m <= 24; m += 8) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 9; m < 16; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
TEST(F32_SPMM_8X4__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_8x4__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, m_div_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_PIPELINED, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_pipelined);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, m_lt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, m_div_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, m_gt_8) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_8X1__NEONFMA_UNROLL2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_8x1__neonfma_unroll2);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_12X1__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(12)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
TEST(F32_SPMM_12X1__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(12)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
TEST(F32_SPMM_12X1__NEONFMA, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(12)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, m_lt_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 12; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, m_div_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 24; m <= 36; m += 12) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, m_gt_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 13; m < 24; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(24)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
TEST(F32_SPMM_12X1__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(1)
.m(24)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_12x1__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_12X2__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(12)
.n(2)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
TEST(F32_SPMM_12X2__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(12)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
TEST(F32_SPMM_12X2__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(12)
.n(2)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
TEST(F32_SPMM_12X2__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(12)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, n_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 3; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(12)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, n_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(12)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, m_lt_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 12; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, m_div_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 24; m <= 36; m += 12) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, m_gt_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 13; m < 24; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(24)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
TEST(F32_SPMM_12X2__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(2)
.m(24)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_12x2__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_12X4__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(12)
.n(4)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
TEST(F32_SPMM_12X4__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(12)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
TEST(F32_SPMM_12X4__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(12)
.n(4)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
TEST(F32_SPMM_12X4__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(12)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, n_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 5; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(12)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, n_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(12)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, m_lt_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 12; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, m_div_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 24; m <= 36; m += 12) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, m_gt_12) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 13; m < 24; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(24)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(24)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
TEST(F32_SPMM_12X4__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(12)
.nr(4)
.m(24)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_12x4__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_16X1__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma);
}
TEST(F32_SPMM_16X1__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma);
}
}
TEST(F32_SPMM_16X1__NEONFMA, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, m_div_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_16X2__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(16)
.n(2)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
TEST(F32_SPMM_16X2__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(16)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
TEST(F32_SPMM_16X2__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(16)
.n(2)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
TEST(F32_SPMM_16X2__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, n_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 3; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, n_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(16)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, m_div_16) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 32; m <= 48; m += 16) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 17; m < 32; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(32)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
TEST(F32_SPMM_16X2__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(2)
.m(32)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_16x2__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_16X4__NEONFMA, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(16)
.n(4)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
TEST(F32_SPMM_16X4__NEONFMA, k_eq_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(16)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
TEST(F32_SPMM_16X4__NEONFMA, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(16)
.n(4)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
TEST(F32_SPMM_16X4__NEONFMA, k_gt_1_subtile) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, n_gt_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 5; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, n_div_4) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(16)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 1; m < 16; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, m_div_16) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 32; m <= 48; m += 16) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t m = 17; m < 32; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(32)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(32)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
TEST(F32_SPMM_16X4__NEONFMA, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(16)
.nr(4)
.m(32)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_16x4__neonfma);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, k_eq_1) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, k_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, m_div_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_PIPELINED, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_pipelined);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_ARM64
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, k_eq_2) {
TEST_REQUIRES_ARM_NEON_FMA;
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(2)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, k_lt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 1; k < 2; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, k_gt_2) {
TEST_REQUIRES_ARM_NEON_FMA;
for (size_t k = 3; k < 4; k++) {
SpMMMicrokernelTester()
.mr(16)
.nr(1)
.m(16)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, k_div_2) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, n_gt_1) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, m_lt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, m_div_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, m_gt_16) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, qmin) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, qmax) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, half_sparse) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
TEST(F32_SPMM_16X1__NEONFMA_UNROLL2, zero_weights) {
TEST_REQUIRES_ARM_NEON_FMA;
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_f32_spmm_ukernel_16x1__neonfma_unroll2);
}
}
}
#endif // XNN_ARCH_ARM64
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(F32_SPMM_4X1__SSE, k_eq_1) {
TEST_REQUIRES_X86_SSE;
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
TEST(F32_SPMM_4X1__SSE, k_gt_1) {
TEST_REQUIRES_X86_SSE;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
TEST(F32_SPMM_4X1__SSE, n_gt_1) {
TEST_REQUIRES_X86_SSE;
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
TEST(F32_SPMM_4X1__SSE, m_lt_4) {
TEST_REQUIRES_X86_SSE;
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
}
TEST(F32_SPMM_4X1__SSE, m_div_4) {
TEST_REQUIRES_X86_SSE;
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
}
TEST(F32_SPMM_4X1__SSE, m_gt_4) {
TEST_REQUIRES_X86_SSE;
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
}
TEST(F32_SPMM_4X1__SSE, qmin) {
TEST_REQUIRES_X86_SSE;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
TEST(F32_SPMM_4X1__SSE, qmax) {
TEST_REQUIRES_X86_SSE;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
TEST(F32_SPMM_4X1__SSE, half_sparse) {
TEST_REQUIRES_X86_SSE;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
TEST(F32_SPMM_4X1__SSE, zero_weights) {
TEST_REQUIRES_X86_SSE;
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x1__sse);
}
}
}
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(F32_SPMM_8X1__SSE, k_eq_1) {
TEST_REQUIRES_X86_SSE;
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__sse);
}
TEST(F32_SPMM_8X1__SSE, k_gt_1) {
TEST_REQUIRES_X86_SSE;
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__sse);
}
}
TEST(F32_SPMM_8X1__SSE, n_gt_1) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
TEST(F32_SPMM_8X1__SSE, m_lt_8) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
}
TEST(F32_SPMM_8X1__SSE, m_div_8) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
}
TEST(F32_SPMM_8X1__SSE, m_gt_8) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
}
TEST(F32_SPMM_8X1__SSE, qmin) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
TEST(F32_SPMM_8X1__SSE, qmax) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
TEST(F32_SPMM_8X1__SSE, half_sparse) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
TEST(F32_SPMM_8X1__SSE, zero_weights) {
TEST_REQUIRES_X86_SSE;
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_f32_spmm_ukernel_8x1__sse);
}
}
}
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(F32_SPMM_1X1__SCALAR, k_eq_1) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(1)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_1X1__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(1)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_1X1__SCALAR, n_gt_1) {
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(1)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR, m_lt_1) {
for (uint32_t m = 1; m < 1; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_1X1__SCALAR, m_div_1) {
for (uint32_t m = 2; m <= 3; m += 1) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_1X1__SCALAR, m_gt_1) {
for (uint32_t m = 2; m < 2; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_1X1__SCALAR, qmin) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR, qmax) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR, half_sparse) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR, zero_weights) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, k_eq_1) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(1)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(1)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, n_gt_1) {
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(1)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, m_lt_1) {
for (uint32_t m = 1; m < 1; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, m_div_1) {
for (uint32_t m = 2; m <= 3; m += 1) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, m_gt_1) {
for (uint32_t m = 2; m < 2; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, qmin) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, qmax) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, half_sparse) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_1X1__SCALAR_PIPELINED, zero_weights) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(1)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_1x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR, k_eq_1) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(2)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_2X1__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(2)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_2X1__SCALAR, n_gt_1) {
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR, m_lt_2) {
for (uint32_t m = 1; m < 2; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_2X1__SCALAR, m_div_2) {
for (uint32_t m = 4; m <= 6; m += 2) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_2X1__SCALAR, m_gt_2) {
for (uint32_t m = 3; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_2X1__SCALAR, qmin) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR, qmax) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR, half_sparse) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR, zero_weights) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, k_eq_1) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(2)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(2)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, n_gt_1) {
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(2)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, m_lt_2) {
for (uint32_t m = 1; m < 2; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, m_div_2) {
for (uint32_t m = 4; m <= 6; m += 2) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, m_gt_2) {
for (uint32_t m = 3; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, qmin) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, qmax) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, half_sparse) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_2X1__SCALAR_PIPELINED, zero_weights) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(2)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_2x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR, k_eq_1) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_4X1__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_4X1__SCALAR, n_gt_1) {
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR, m_lt_4) {
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_4X1__SCALAR, m_div_4) {
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_4X1__SCALAR, m_gt_4) {
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_4X1__SCALAR, qmin) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR, qmax) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR, half_sparse) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR, zero_weights) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, k_eq_1) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, n_gt_1) {
for (uint32_t n = 2; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(4)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, m_lt_4) {
for (uint32_t m = 1; m < 4; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, m_div_4) {
for (uint32_t m = 8; m <= 12; m += 4) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, m_gt_4) {
for (uint32_t m = 5; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, qmin) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, qmax) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, half_sparse) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_4X1__SCALAR_PIPELINED, zero_weights) {
for (uint32_t n = 1; n < 10; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(4)
.nr(1)
.m(8)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_4x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR, k_eq_1) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_8X1__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_8X1__SCALAR, n_gt_1) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR, m_lt_8) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X1__SCALAR, m_div_8) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X1__SCALAR, m_gt_8) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X1__SCALAR, qmin) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR, qmax) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR, half_sparse) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR, zero_weights) {
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_f32_spmm_ukernel_8x1__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, k_eq_1) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(1)
.m(8)
.n(1)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, n_gt_1) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, m_lt_8) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, m_div_8) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, m_gt_8) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, qmin) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, qmax) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, half_sparse) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X1__SCALAR_PIPELINED, zero_weights) {
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_f32_spmm_ukernel_8x1__scalar_pipelined, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, k_eq_1) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(2)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_8X2__SCALAR, k_eq_1_subtile) {
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_8X2__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(2)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_8X2__SCALAR, k_gt_1_subtile) {
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 2; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, n_gt_2) {
for (uint32_t n = 3; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, n_div_2) {
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(8)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, m_lt_8) {
for (uint32_t m = 1; m < 8; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X2__SCALAR, m_div_8) {
for (uint32_t m = 16; m <= 24; m += 8) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X2__SCALAR, m_gt_8) {
for (uint32_t m = 9; m < 16; m++) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X2__SCALAR, qmin) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, qmax) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, half_sparse) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X2__SCALAR, zero_weights) {
for (uint32_t n = 1; n < 10; n += 3) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(2)
.m(16)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_8x2__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, k_eq_1) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(4)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
TEST(F32_SPMM_8X4__SCALAR, k_eq_1_subtile) {
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(1)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_8X4__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(4)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
TEST(F32_SPMM_8X4__SCALAR, k_gt_1_subtile) {
for (size_t k = 2; k < 10; k++) {
for (uint32_t n = 1; n <= 4; n++) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, n_gt_4) {
for (uint32_t n = 5; n < 10; n++) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, n_div_4) {
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(8)
.n(n)
.k(k)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, m_lt_8) {
for (uint32_t m = 1; m < 8; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X4__SCALAR, m_div_8) {
for (uint32_t m = 16; m <= 24; m += 8) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X4__SCALAR, m_gt_8) {
for (uint32_t m = 9; m < 16; m++) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(m)
.n(n)
.k(k)
.sparsity(0.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(F32_SPMM_8X4__SCALAR, qmin) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmin(128)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, qmax) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.0f)
.qmax(128)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, half_sparse) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(0.5f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}
TEST(F32_SPMM_8X4__SCALAR, zero_weights) {
for (uint32_t n = 1; n < 20; n += 5) {
for (size_t k = 1; k <= 5; k += 2) {
SpMMMicrokernelTester()
.mr(8)
.nr(4)
.m(16)
.n(n)
.k(k)
.sparsity(1.0f)
.Test(xnn_f32_spmm_ukernel_8x4__scalar, SpMMMicrokernelTester::Variant::Scalar);
}
}
}