// Copyright 2022 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/qu8-vlrelu.yaml // Generator: tools/generate-vlrelu-test.py #include #include #include #include #include "vlrelu-microkernel-tester.h" #if XNN_ARCH_ARM || XNN_ARCH_ARM64 TEST(QU8_VLRELU__NEON_X8, batch_eq_8) { TEST_REQUIRES_ARM_NEON; VLReLUMicrokernelTester() .batch_size(8) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } TEST(QU8_VLRELU__NEON_X8, batch_div_8) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 16; batch_size < 80; batch_size += 8) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X8, batch_lt_8) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X8, batch_gt_8) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 9; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X8, positive_scale) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X8, negative_scale) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X8, input_zero_point) { TEST_REQUIRES_ARM_NEON; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X8, output_zero_point) { TEST_REQUIRES_ARM_NEON; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__neon_x8, xnn_init_qu8_lrelu_neon_params); } } } #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 TEST(QU8_VLRELU__NEON_X16, batch_eq_16) { TEST_REQUIRES_ARM_NEON; VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } TEST(QU8_VLRELU__NEON_X16, batch_div_16) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X16, batch_lt_16) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X16, batch_gt_16) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X16, positive_scale) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X16, negative_scale) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X16, input_zero_point) { TEST_REQUIRES_ARM_NEON; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X16, output_zero_point) { TEST_REQUIRES_ARM_NEON; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__neon_x16, xnn_init_qu8_lrelu_neon_params); } } } #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 TEST(QU8_VLRELU__NEON_X32, batch_eq_32) { TEST_REQUIRES_ARM_NEON; VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } TEST(QU8_VLRELU__NEON_X32, batch_div_32) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X32, batch_lt_32) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X32, batch_gt_32) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } TEST(QU8_VLRELU__NEON_X32, positive_scale) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X32, negative_scale) { TEST_REQUIRES_ARM_NEON; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X32, input_zero_point) { TEST_REQUIRES_ARM_NEON; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } } TEST(QU8_VLRELU__NEON_X32, output_zero_point) { TEST_REQUIRES_ARM_NEON; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__neon_x32, xnn_init_qu8_lrelu_neon_params); } } } #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSE2_X16, batch_eq_16) { TEST_REQUIRES_X86_SSE2; VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSE2_X16, batch_div_16) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE2_X16, batch_lt_16) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE2_X16, batch_gt_16) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE2_X16, positive_scale) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE2_X16, negative_scale) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE2_X16, input_zero_point) { TEST_REQUIRES_X86_SSE2; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE2_X16, output_zero_point) { TEST_REQUIRES_X86_SSE2; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__sse2_x16, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSE2_X32, batch_eq_32) { TEST_REQUIRES_X86_SSE2; VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSE2_X32, batch_div_32) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE2_X32, batch_lt_32) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE2_X32, batch_gt_32) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE2_X32, positive_scale) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE2_X32, negative_scale) { TEST_REQUIRES_X86_SSE2; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE2_X32, input_zero_point) { TEST_REQUIRES_X86_SSE2; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE2_X32, output_zero_point) { TEST_REQUIRES_X86_SSE2; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__sse2_x32, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSSE3_X16, batch_eq_16) { TEST_REQUIRES_X86_SSSE3; VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSSE3_X16, batch_div_16) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSSE3_X16, batch_lt_16) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSSE3_X16, batch_gt_16) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSSE3_X16, positive_scale) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSSE3_X16, negative_scale) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSSE3_X16, input_zero_point) { TEST_REQUIRES_X86_SSSE3; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSSE3_X16, output_zero_point) { TEST_REQUIRES_X86_SSSE3; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x16, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSSE3_X32, batch_eq_32) { TEST_REQUIRES_X86_SSSE3; VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSSE3_X32, batch_div_32) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSSE3_X32, batch_lt_32) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSSE3_X32, batch_gt_32) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSSE3_X32, positive_scale) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSSE3_X32, negative_scale) { TEST_REQUIRES_X86_SSSE3; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSSE3_X32, input_zero_point) { TEST_REQUIRES_X86_SSSE3; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSSE3_X32, output_zero_point) { TEST_REQUIRES_X86_SSSE3; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__ssse3_x32, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSE41_X8, batch_eq_8) { TEST_REQUIRES_X86_SSE41; VLReLUMicrokernelTester() .batch_size(8) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSE41_X8, batch_div_8) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 16; batch_size < 80; batch_size += 8) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X8, batch_lt_8) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X8, batch_gt_8) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 9; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X8, positive_scale) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X8, negative_scale) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X8, input_zero_point) { TEST_REQUIRES_X86_SSE41; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X8, output_zero_point) { TEST_REQUIRES_X86_SSE41; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__sse41_x8, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSE41_X16, batch_eq_16) { TEST_REQUIRES_X86_SSE41; VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSE41_X16, batch_div_16) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X16, batch_lt_16) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X16, batch_gt_16) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X16, positive_scale) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X16, negative_scale) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X16, input_zero_point) { TEST_REQUIRES_X86_SSE41; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X16, output_zero_point) { TEST_REQUIRES_X86_SSE41; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__sse41_x16, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__SSE41_X32, batch_eq_32) { TEST_REQUIRES_X86_SSE41; VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } TEST(QU8_VLRELU__SSE41_X32, batch_div_32) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X32, batch_lt_32) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X32, batch_gt_32) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } TEST(QU8_VLRELU__SSE41_X32, positive_scale) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X32, negative_scale) { TEST_REQUIRES_X86_SSE41; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X32, input_zero_point) { TEST_REQUIRES_X86_SSE41; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } } TEST(QU8_VLRELU__SSE41_X32, output_zero_point) { TEST_REQUIRES_X86_SSE41; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__sse41_x32, xnn_init_qu8_lrelu_sse2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__AVX_X8, batch_eq_8) { TEST_REQUIRES_X86_AVX; VLReLUMicrokernelTester() .batch_size(8) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } TEST(QU8_VLRELU__AVX_X8, batch_div_8) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 16; batch_size < 80; batch_size += 8) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X8, batch_lt_8) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X8, batch_gt_8) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 9; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X8, positive_scale) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X8, negative_scale) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X8, input_zero_point) { TEST_REQUIRES_X86_AVX; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X8, output_zero_point) { TEST_REQUIRES_X86_AVX; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__avx_x8, xnn_init_qu8_lrelu_avx_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__AVX_X16, batch_eq_16) { TEST_REQUIRES_X86_AVX; VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } TEST(QU8_VLRELU__AVX_X16, batch_div_16) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X16, batch_lt_16) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X16, batch_gt_16) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X16, positive_scale) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X16, negative_scale) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X16, input_zero_point) { TEST_REQUIRES_X86_AVX; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X16, output_zero_point) { TEST_REQUIRES_X86_AVX; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__avx_x16, xnn_init_qu8_lrelu_avx_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__AVX_X32, batch_eq_32) { TEST_REQUIRES_X86_AVX; VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } TEST(QU8_VLRELU__AVX_X32, batch_div_32) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X32, batch_lt_32) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X32, batch_gt_32) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } TEST(QU8_VLRELU__AVX_X32, positive_scale) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X32, negative_scale) { TEST_REQUIRES_X86_AVX; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X32, input_zero_point) { TEST_REQUIRES_X86_AVX; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } } TEST(QU8_VLRELU__AVX_X32, output_zero_point) { TEST_REQUIRES_X86_AVX; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__avx_x32, xnn_init_qu8_lrelu_avx_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__AVX2_X16, batch_eq_16) { TEST_REQUIRES_X86_AVX2; VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } TEST(QU8_VLRELU__AVX2_X16, batch_div_16) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X16, batch_lt_16) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X16, batch_gt_16) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X16, positive_scale) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X16, negative_scale) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X16, input_zero_point) { TEST_REQUIRES_X86_AVX2; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X16, output_zero_point) { TEST_REQUIRES_X86_AVX2; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__avx2_x16, xnn_init_qu8_lrelu_avx2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__AVX2_X32, batch_eq_32) { TEST_REQUIRES_X86_AVX2; VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } TEST(QU8_VLRELU__AVX2_X32, batch_div_32) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X32, batch_lt_32) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X32, batch_gt_32) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X32, positive_scale) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X32, negative_scale) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X32, input_zero_point) { TEST_REQUIRES_X86_AVX2; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X32, output_zero_point) { TEST_REQUIRES_X86_AVX2; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__avx2_x32, xnn_init_qu8_lrelu_avx2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 TEST(QU8_VLRELU__AVX2_X64, batch_eq_64) { TEST_REQUIRES_X86_AVX2; VLReLUMicrokernelTester() .batch_size(64) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } TEST(QU8_VLRELU__AVX2_X64, batch_div_64) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 128; batch_size < 640; batch_size += 64) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X64, batch_lt_64) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X64, batch_gt_64) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 65; batch_size < 128; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } TEST(QU8_VLRELU__AVX2_X64, positive_scale) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X64, negative_scale) { TEST_REQUIRES_X86_AVX2; for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X64, input_zero_point) { TEST_REQUIRES_X86_AVX2; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } } TEST(QU8_VLRELU__AVX2_X64, output_zero_point) { TEST_REQUIRES_X86_AVX2; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 320; batch_size += 63) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__avx2_x64, xnn_init_qu8_lrelu_avx2_params); } } } #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMSIMD_ARM_X16, batch_eq_16) { VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, batch_div_16) { for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, batch_lt_16) { for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, batch_gt_16) { for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, positive_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, negative_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMSIMD_ARM_X16, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMSIMD_ARM_X32, batch_eq_32) { VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, batch_div_32) { for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, batch_lt_32) { for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, batch_gt_32) { for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, positive_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, negative_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMSIMD_ARM_X32, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMSIMD_X86_X8, batch_eq_8) { VLReLUMicrokernelTester() .batch_size(8) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } TEST(QU8_VLRELU__WASMSIMD_X86_X8, batch_div_8) { for (size_t batch_size = 16; batch_size < 80; batch_size += 8) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X8, batch_lt_8) { for (size_t batch_size = 1; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X8, batch_gt_8) { for (size_t batch_size = 9; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X8, positive_scale) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X8, negative_scale) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X8, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X8, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMSIMD_X86_X16, batch_eq_16) { VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } TEST(QU8_VLRELU__WASMSIMD_X86_X16, batch_div_16) { for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X16, batch_lt_16) { for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X16, batch_gt_16) { for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X16, positive_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X16, negative_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X16, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X16, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMSIMD_X86_X32, batch_eq_32) { VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } TEST(QU8_VLRELU__WASMSIMD_X86_X32, batch_div_32) { for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X32, batch_lt_32) { for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X32, batch_gt_32) { for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMSIMD_X86_X32, positive_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X32, negative_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X32, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMSIMD_X86_X32, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, batch_eq_16) { VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, batch_div_16) { for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, batch_lt_16) { for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, batch_gt_16) { for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, positive_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, negative_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X16, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x16, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } #endif // XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, batch_eq_32) { VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, batch_div_32) { for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, batch_lt_32) { for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, batch_gt_32) { for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, positive_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, negative_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_ARM_X32, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_arm_x32, xnn_init_qu8_lrelu_wasmsimd_arm_params); } } } #endif // XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, batch_eq_8) { VLReLUMicrokernelTester() .batch_size(8) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, batch_div_8) { for (size_t batch_size = 16; batch_size < 80; batch_size += 8) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, batch_lt_8) { for (size_t batch_size = 1; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, batch_gt_8) { for (size_t batch_size = 9; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, positive_scale) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, negative_scale) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X8, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x8, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } #endif // XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, batch_eq_16) { VLReLUMicrokernelTester() .batch_size(16) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, batch_div_16) { for (size_t batch_size = 32; batch_size < 160; batch_size += 16) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, batch_lt_16) { for (size_t batch_size = 1; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, batch_gt_16) { for (size_t batch_size = 17; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, positive_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, negative_scale) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X16, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x16, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } #endif // XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMRELAXEDSIMD TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, batch_eq_32) { VLReLUMicrokernelTester() .batch_size(32) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, batch_div_32) { for (size_t batch_size = 64; batch_size < 320; batch_size += 32) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, batch_lt_32) { for (size_t batch_size = 1; batch_size < 32; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, batch_gt_32) { for (size_t batch_size = 33; batch_size < 64; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, positive_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, negative_scale) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } TEST(QU8_VLRELU__WASMRELAXEDSIMD_X86_X32, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 160; batch_size += 31) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__wasmrelaxedsimd_x86_x32, xnn_init_qu8_lrelu_wasmsimd_x86_params); } } } #endif // XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_ARM TEST(QU8_VLRELU__ARMSIMD32_X4, batch_eq_4) { TEST_REQUIRES_ARM_SIMD32; VLReLUMicrokernelTester() .batch_size(4) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } TEST(QU8_VLRELU__ARMSIMD32_X4, batch_div_4) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 8; batch_size < 40; batch_size += 4) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } TEST(QU8_VLRELU__ARMSIMD32_X4, batch_lt_4) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 1; batch_size < 4; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } TEST(QU8_VLRELU__ARMSIMD32_X4, batch_gt_4) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 5; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } TEST(QU8_VLRELU__ARMSIMD32_X4, positive_scale) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } } TEST(QU8_VLRELU__ARMSIMD32_X4, negative_scale) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } } TEST(QU8_VLRELU__ARMSIMD32_X4, input_zero_point) { TEST_REQUIRES_ARM_SIMD32; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } } TEST(QU8_VLRELU__ARMSIMD32_X4, output_zero_point) { TEST_REQUIRES_ARM_SIMD32; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x4, xnn_init_qu8_lrelu_armsimd32_params); } } } #endif // XNN_ARCH_ARM #if XNN_ARCH_ARM TEST(QU8_VLRELU__ARMSIMD32_X8, batch_eq_8) { TEST_REQUIRES_ARM_SIMD32; VLReLUMicrokernelTester() .batch_size(8) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } TEST(QU8_VLRELU__ARMSIMD32_X8, batch_div_8) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 16; batch_size < 80; batch_size += 8) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } TEST(QU8_VLRELU__ARMSIMD32_X8, batch_lt_8) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 1; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } TEST(QU8_VLRELU__ARMSIMD32_X8, batch_gt_8) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 9; batch_size < 16; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } TEST(QU8_VLRELU__ARMSIMD32_X8, positive_scale) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } } TEST(QU8_VLRELU__ARMSIMD32_X8, negative_scale) { TEST_REQUIRES_ARM_SIMD32; for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } } TEST(QU8_VLRELU__ARMSIMD32_X8, input_zero_point) { TEST_REQUIRES_ARM_SIMD32; for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } } TEST(QU8_VLRELU__ARMSIMD32_X8, output_zero_point) { TEST_REQUIRES_ARM_SIMD32; for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__armsimd32_x8, xnn_init_qu8_lrelu_armsimd32_params); } } } #endif // XNN_ARCH_ARM TEST(QU8_VLRELU__SCALAR_SELECT_X1, batch_eq_1) { VLReLUMicrokernelTester() .batch_size(1) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x1, xnn_init_qu8_lrelu_scalar_select_params); } TEST(QU8_VLRELU__SCALAR_SELECT_X1, batch_gt_1) { for (size_t batch_size = 2; batch_size < 10; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x1, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X1, positive_scale) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x1, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X1, negative_scale) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x1, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X1, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x1, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X1, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x1, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, batch_eq_2) { VLReLUMicrokernelTester() .batch_size(2) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } TEST(QU8_VLRELU__SCALAR_SELECT_X2, batch_div_2) { for (size_t batch_size = 4; batch_size < 20; batch_size += 2) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, batch_lt_2) { for (size_t batch_size = 1; batch_size < 2; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, batch_gt_2) { for (size_t batch_size = 3; batch_size < 4; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, positive_scale) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, negative_scale) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X2, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x2, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, batch_eq_4) { VLReLUMicrokernelTester() .batch_size(4) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } TEST(QU8_VLRELU__SCALAR_SELECT_X4, batch_div_4) { for (size_t batch_size = 8; batch_size < 40; batch_size += 4) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, batch_lt_4) { for (size_t batch_size = 1; batch_size < 4; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, batch_gt_4) { for (size_t batch_size = 5; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, positive_scale) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, negative_scale) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_SELECT_X4, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__scalar_select_x4, xnn_init_qu8_lrelu_scalar_select_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X1, batch_eq_1) { VLReLUMicrokernelTester() .batch_size(1) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x1, xnn_init_qu8_lrelu_scalar_andxor_params); } TEST(QU8_VLRELU__SCALAR_ANDXOR_X1, batch_gt_1) { for (size_t batch_size = 2; batch_size < 10; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x1, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X1, positive_scale) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x1, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X1, negative_scale) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x1, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X1, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x1, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X1, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x1, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, batch_eq_2) { VLReLUMicrokernelTester() .batch_size(2) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, batch_div_2) { for (size_t batch_size = 4; batch_size < 20; batch_size += 2) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, batch_lt_2) { for (size_t batch_size = 1; batch_size < 2; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, batch_gt_2) { for (size_t batch_size = 3; batch_size < 4; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, positive_scale) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, negative_scale) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X2, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x2, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, batch_eq_4) { VLReLUMicrokernelTester() .batch_size(4) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, batch_div_4) { for (size_t batch_size = 8; batch_size < 40; batch_size += 4) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, batch_lt_4) { for (size_t batch_size = 1; batch_size < 4; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, batch_gt_4) { for (size_t batch_size = 5; batch_size < 8; batch_size++) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, positive_scale) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { for (float positive_scale : std::vector({1.0f / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .positive_scale(positive_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, negative_scale) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { for (float negative_scale : std::vector({-127.99609375f, -1.3f, -0.3f, -1.0f / 256.0f, 1 / 256.0f, 0.3f, 1.3f, 128.0f})) { VLReLUMicrokernelTester() .batch_size(batch_size) .negative_scale(negative_scale) .input_zero_point(150) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, input_zero_point) { for (int16_t input_zero_point = 2; input_zero_point < 10; input_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(input_zero_point) .output_zero_point(100) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } } TEST(QU8_VLRELU__SCALAR_ANDXOR_X4, output_zero_point) { for (int16_t output_zero_point = 2; output_zero_point < 10; output_zero_point += 3) { for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) { VLReLUMicrokernelTester() .batch_size(batch_size) .input_zero_point(150) .output_zero_point(output_zero_point) .Test(xnn_qu8_vlrelu_ukernel__scalar_andxor_x4, xnn_init_qu8_lrelu_scalar_andxor_params); } } }