// Copyright (c) Facebook, Inc. and its affiliates. // All rights reserved. // // Copyright 2019 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. // // Auto-generated file. Do not edit! // Specification: test/f16-gemm-minmax.yaml // Generator: tools/generate-gemm-test.py #include #include #include #include #include #include #include "gemm-microkernel-tester.h" #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(4) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X16__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(4) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(4) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X16__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(4) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(4) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X16__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(4) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(4) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X16__NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(16) .kr(1) .sr(1) .m(8) .n(16) .k(4) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_8x16__neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(2) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(2) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(2) .a_stride(5) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .a_stride(5) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_div_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_div_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, k_div_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(13) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(13) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(2) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(2) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_1X16__AARCH64_NEONFP16ARITH_LD32, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(16) .kr(1) .sr(1) .m(1) .n(16) .k(2) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(2) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(2) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(2) .a_stride(5) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .a_stride(5) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_div_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_div_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, k_div_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(13) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(13) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(2) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(2) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_4X16__AARCH64_NEONFP16ARITH_LD32, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(16) .kr(1) .sr(1) .m(4) .n(16) .k(2) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_4x16__aarch64_neonfp16arith_ld32); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(2) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(2) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(2) .a_stride(5) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(16) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_eq_2_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(2) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .a_stride(5) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_lt_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 2; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_gt_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 3; k < 4; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_div_2) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_div_2_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, k_div_2_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 4; k <= 20; k += 2) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(13) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_gt_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 17; n < 32; n++) { for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_div_16) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(k) .cn_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(13) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, n_div_16_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 32; n <= 48; n += 16) { for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 10; k += 3) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 16; n++) { GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(19) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } } } } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(2) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(2) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } TEST(F16_GEMM_MINMAX_6X16__AARCH64_NEONFP16ARITH_LD32, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(16) .kr(1) .sr(1) .m(6) .n(16) .k(2) .cm_stride(19) .Test(xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 1; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_1X8__AARCH64_NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(1) .nr(8) .kr(1) .sr(1) .m(1) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_1x8__aarch64_neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 4; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_4X8__AARCH64_NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(4) .nr(8) .kr(1) .sr(1) .m(4) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_4x8__aarch64_neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 6; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_6X8__AARCH64_NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(6) .nr(8) .kr(1) .sr(1) .m(6) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_6x8__aarch64_neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_m) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(8) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_eq_4_subtile_n) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(4) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .a_stride(7) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_lt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k < 4; k++) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .a_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_gt_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 5; k < 8; k++) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_div_4) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .a_stride(43) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, k_div_4_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 8; k <= 40; k += 4) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_gt_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 9; n < 16; n++) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_div_8) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(k) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_cn) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(k) .cn_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_strided_a) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(n) .k(k) .a_stride(23) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, n_div_8_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (uint32_t n = 16; n <= 24; n += 8) { for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, strided_cm_subtile) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; for (size_t k = 1; k <= 20; k += 5) { for (uint32_t m = 1; m <= 8; m++) { for (uint32_t n = 1; n <= 8; n++) { GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(m) .n(n) .k(k) .cm_stride(11) .iterations(1) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } } } } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, qmin) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .qmin(128) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, qmax) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .qmax(128) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } TEST(F16_GEMM_MINMAX_8X8__AARCH64_NEONFP16ARITH_LD64, strided_cm) { TEST_REQUIRES_ARM_NEON_FP16_ARITH; GemmMicrokernelTester() .mr(8) .nr(8) .kr(1) .sr(1) .m(8) .n(8) .k(4) .cm_stride(11) .Test(xnn_f16_gemm_minmax_ukernel_8x8__aarch64_neonfp16arith_ld64); } #endif // XNN_ARCH_ARM64