| // 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/bf16-gemm-minmax.yaml |
| // Generator: tools/generate-gemm-test.py |
| |
| |
| #include <gtest/gtest.h> |
| |
| #include <xnnpack/allocator.h> |
| #include <xnnpack/common.h> |
| #include <xnnpack/isa-checks.h> |
| #include <xnnpack/microparams-init.h> |
| |
| #include <xnnpack/gemm.h> |
| #include <xnnpack/igemm.h> |
| #include <xnnpack/ppmm.h> |
| #include "gemm-microkernel-tester.h" |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_SHLAND, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_SHLAND, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_SHLAND, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_SHLAND, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_SHLAND, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_shland, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONFMA_ZIP, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONFMA_ZIP, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONFMA_ZIP, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONFMA_ZIP, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_ARM64 |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, qmin) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, qmax) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONFMA_ZIP, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_FMA; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonfma_zip, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(8) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(8) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(11) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(1) |
| .n(8) |
| .k(8) |
| .cm_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(8) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(8) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(11) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(4) |
| .n(8) |
| .k(8) |
| .cm_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(8) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(8) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(11) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(5) |
| .n(8) |
| .k(8) |
| .cm_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(8) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(8) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 8; n++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 9; n < 16; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(k) |
| .cn_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, n_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 16; n <= 24; n += 8) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 8; n++) { |
| for (uint32_t m = 1; m <= 6; m++) { |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(11) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_6X8C2__NEONBF16_BFDOT_LANE_LD128, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(6) |
| .nr(8) |
| .kr(2) |
| .sr(1) |
| .m(6) |
| .n(8) |
| .k(8) |
| .cm_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_6x8c2__neonbf16_bfdot_lane_ld128, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFDOT, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFDOT, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFDOT, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFDOT, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFDOT, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfdot, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 1; m++) { |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_1X4C8__NEONBF16_BFMLAL, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(1) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(1) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_1x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 2; m++) { |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_2X4C8__NEONBF16_BFMLAL, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(2) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(2) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_2x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 3; m++) { |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_3X4C8__NEONBF16_BFMLAL, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(3) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(3) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_3x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 4; m++) { |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_4X4C8__NEONBF16_BFMLAL, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(4) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(4) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_4x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| |
| |
| #if XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_eq_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_eq_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_eq_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_m) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(4) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_eq_8_subtile_n) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 1; n <= 4; n++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(8) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_lt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_lt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(11) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_lt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k < 8; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_gt_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_gt_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(19) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_gt_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 9; k < 16; k++) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_div_8) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_div_8_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(k) |
| .a_stride(83) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, k_div_8_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 16; k <= 80; k += 8) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_gt_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_gt_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_gt_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 5; n < 8; n++) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_div_4) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_div_4_strided_cn) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .cn_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_div_4_strided_a) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(n) |
| .k(k) |
| .a_stride(43) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, n_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (uint32_t n = 8; n <= 12; n += 4) { |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, strided_cm_subtile) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| for (size_t k = 1; k <= 40; k += 9) { |
| for (uint32_t n = 1; n <= 4; n++) { |
| for (uint32_t m = 1; m <= 5; m++) { |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(m) |
| .n(n) |
| .k(k) |
| .cm_stride(7) |
| .iterations(1) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| } |
| } |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, qmin) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmin(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, qmax) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .qmax(128) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| |
| TEST(BF16_GEMM_MINMAX_5X4C8__NEONBF16_BFMLAL, strided_cm) { |
| TEST_REQUIRES_ARM_NEON_BF16; |
| GemmMicrokernelTester() |
| .mr(5) |
| .nr(4) |
| .kr(8) |
| .sr(1) |
| .m(5) |
| .n(4) |
| .k(8) |
| .cm_stride(7) |
| .Test(xnn_bf16_gemm_minmax_ukernel_5x4c8__neonbf16_bfmlal, xnn_init_bf16_minmax_scalar_params); |
| } |
| #endif // XNN_ENABLE_ARM_BF16 && (XNN_ARCH_ARM || XNN_ARCH_ARM64) |
