Refactor CHW micro-kernels
Rename SpCHW -> CHW
PiperOrigin-RevId: 311861144
diff --git a/test/f32-dwconv-chw.cc b/test/f32-dwconv-chw.cc
new file mode 100644
index 0000000..c7434d4
--- /dev/null
+++ b/test/f32-dwconv-chw.cc
@@ -0,0 +1,2698 @@
+// 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.
+
+#include <gtest/gtest.h>
+
+#include <xnnpack/common.h>
+#include <xnnpack/isa-checks.h>
+
+#include <xnnpack/dwconv.h>
+#include "dwconv-chw-microkernel-tester.h"
+
+#if XNN_ARCH_X86 || XNN_ARCH_X86_64
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, input_width_eq_4) {
+ TEST_REQUIRES_X86_SSE;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, input_width_lt_4) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, input_width_gt_4) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, input_width_div_4) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, input_width_stride) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, input_tuple_stride) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, output_height_gt_1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, output_width_stride) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, output_tuple_stride) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__SSE, chw_layout) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__sse);
+ }
+ }
+#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
+
+#if XNN_ARCH_X86 || XNN_ARCH_X86_64
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_eq_4_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_lt_4_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_gt_4_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_div_4_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_stride_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_tuple_stride_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, output_height_gt_1_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, output_width_stride_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, output_tuple_stride_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, chw_layout_pad0) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride((input_width - 1) / 2 + 1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_eq_4_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_lt_4_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_gt_4_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_div_4_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_width_stride_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, input_tuple_stride_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, output_height_gt_1_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, output_width_stride_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, output_tuple_stride_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__SSE, chw_layout_pad1) {
+ TEST_REQUIRES_X86_SSE;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride((input_width - 1) / 2 + 1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__sse);
+ }
+ }
+#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
+
+
+#if XNN_ARCH_ARM64
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, input_width_eq_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, input_width_lt_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, input_width_gt_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, input_width_div_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, input_width_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, input_tuple_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, output_height_gt_1_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t output_height = 2; output_height <= 5; output_height++) {
+ for (size_t input_width = 8; input_width < 9; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, output_width_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, output_tuple_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3P1__NEONFMA, chw_layout_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__neonfma);
+ }
+ }
+#endif // XNN_ARCH_ARM64
+
+
+#if XNN_ARCH_ARM64
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_eq_4_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_eq_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_lt_4_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_lt_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_gt_4_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_gt_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_div_4_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_div_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_stride_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_width_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_tuple_stride_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, input_tuple_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, output_height_gt_1_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, output_height_gt_1_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, output_width_stride_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, output_width_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, output_tuple_stride_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, output_tuple_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, chw_layout_pad0) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride((input_width - 1) / 2 + 1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_3X3S2P1__NEONFMA, chw_layout_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride((input_width - 1) / 2 + 1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__neonfma);
+ }
+ }
+#endif // XNN_ARCH_ARM64
+
+
+#if XNN_ARCH_ARM64
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, input_width_eq_4_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, input_width_lt_4_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 4; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, input_width_gt_4_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 5; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, input_width_div_4_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 8; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, input_width_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, input_tuple_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, output_height_eq_2_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, output_height_gt_2_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t output_height = 3; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, output_width_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, output_tuple_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5P2__NEONFMA, chw_layout_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ for (size_t output_height = 1; output_height < 32; output_height += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__neonfma);
+ }
+ }
+ }
+#endif // XNN_ARCH_ARM64
+
+
+#if XNN_ARCH_ARM64
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_eq_8_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(8)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_eq_8_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(8)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_lt_8_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_lt_8_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 8; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_gt_8_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 8; input_width < 16; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_gt_8_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 8; input_width < 16; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_div_4_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 16; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_div_4_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 16; input_width < 32; input_width += 4) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_width_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_tuple_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, input_tuple_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, output_height_gt_1_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t output_height = 3; output_height < 4; output_height++) {
+ for (size_t input_width = 4; input_width < 5; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, output_height_gt_1_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t output_height = 3; output_height < 4; output_height++) {
+ for (size_t input_width = 4; input_width < 5; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, output_width_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, output_width_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, output_tuple_stride_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, output_tuple_stride_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, chw_layout_pad1) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 1) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(1)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride((input_width - 1) / 2 + 1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+
+ TEST(F32_DWCONV_CHW_5X5S2P2__NEONFMA, chw_layout_pad2) {
+ TEST_REQUIRES_ARM_NEON_FMA;
+ for (size_t input_width = 1; input_width < 32; input_width += 1) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(4)
+ .output_tuple_size(4)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride((input_width - 1) / 2 + 1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__neonfma);
+ }
+ }
+#endif // XNN_ARCH_ARM64
+
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, input_width_eq_1) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(1)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, input_width_gt_1) {
+ for (size_t input_width = 2; input_width < 32; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, input_width_stride) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, input_tuple_stride) {
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, output_height_gt_1) {
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, output_width_stride) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, output_tuple_stride) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3P1__SCALAR, chw_layout) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_width_eq_1_pad0) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(1)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_width_gt_1_pad0) {
+ for (size_t input_width = 2; input_width < 32; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_width_stride_pad0) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_tuple_stride_pad0) {
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, output_height_gt_1_pad0) {
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, output_width_stride_pad0) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, output_tuple_stride_pad0) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, chw_layout_pad0) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(0)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_width_eq_1_pad1) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(1)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_width_gt_1_pad1) {
+ for (size_t input_width = 2; input_width < 32; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_width_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, input_tuple_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, output_height_gt_1_pad1) {
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, output_width_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, output_tuple_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_3X3S2P1__SCALAR, chw_layout_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(1)
+ .padding_right(1)
+ .padding_top(1)
+ .padding_bottom(1)
+ .kernel_height(3)
+ .kernel_width(3)
+ .subsampling(2)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_3x3s2p1__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, input_width_eq_1_pad2) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(1)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, input_width_gt_1_pad2) {
+ for (size_t input_width = 2; input_width < 32; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, input_width_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, input_tuple_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, output_height_gt_1_pad2) {
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(output_height)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, output_width_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(36)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, output_tuple_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5P2__SCALAR, chw_layout_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_width_eq_1_pad1) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(1)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_width_gt_1_pad1) {
+ for (size_t input_width = 2; input_width < 32; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_width_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_tuple_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, output_height_gt_1_pad1) {
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(output_height)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, output_width_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(36)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, output_tuple_stride_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, chw_layout_pad1) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_width_eq_1_pad2) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(1)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_width_gt_1_pad2) {
+ for (size_t input_width = 2; input_width < 32; input_width++) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_width_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(36)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, input_tuple_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 5) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(4)
+ .input_tuple_stride(3 * 4)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(1)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, output_height_gt_1_pad2) {
+ for (size_t output_height = 2; output_height < 5; output_height++) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(output_height)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, output_width_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(36)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, output_tuple_stride_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(4)
+ .output_tuple_stride(5 * 4)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}
+
+TEST(F32_DWCONV_CHW_5X5S2P2__SCALAR, chw_layout_pad2) {
+ for (size_t input_width = 1; input_width < 32; input_width += 3) {
+ DWConvCHWMicrokernelTester()
+ .input_tuple_size(1)
+ .output_tuple_size(1)
+ .input_width(input_width)
+ .input_width_stride(input_width)
+ .padding_left(2)
+ .padding_right(2)
+ .padding_top(2)
+ .padding_bottom(2)
+ .kernel_height(5)
+ .kernel_width(5)
+ .output_height(5)
+ .output_width_stride(input_width)
+ .subsampling(2)
+ .Test(xnn_f32_dwconv_chw_ukernel_5x5s2p2__scalar, DWConvCHWMicrokernelTester::Variant::Scalar);
+ }
+}