| // Copyright 2019 Google LLC |
| // |
| // This source code is licensed under the BSD-style license found in the |
| // LICENSE file in the root directory of this source tree. |
| |
| #include <gtest/gtest.h> |
| |
| #include <xnnpack/common.h> |
| #include <xnnpack/isa-checks.h> |
| |
| #include <xnnpack/avgpool.h> |
| #include "avgpool-microkernel-tester.h" |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(F32_AVGPOOL_UP9__NEON, kc_eq_4_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(4); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_eq_4_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(4); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_div_4_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_div_4_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_div_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_lt_4_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_lt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_lt_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_gt_4_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_gt_4_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_gt_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_div_4_with_qmax) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmax(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, kc_div_4_with_qmin) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmin(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, small_n) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, small_n_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, small_n_with_y_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__NEON, small_n_with_s) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| for (size_t s = 2; s <= ks; s++) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_up9__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_eq_4_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_eq_4_twopass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_eq_4_multipass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_eq_4_multipass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = 17; |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_twopass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_multipass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_multipass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_lt_4_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_lt_4_twopass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_lt_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_lt_4_multipass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_lt_4_multipass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_lt_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_gt_4_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_gt_4_twopass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_gt_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_gt_4_multipass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_gt_4_multipass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_gt_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_with_qmax) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmax(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, kc_div_4_with_qmin) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmin(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, small_n) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, small_n_with_x_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, small_n_with_y_stride) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__NEON, small_n_with_s) { |
| TEST_REQUIRES_ARM_NEON; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t s = 2; s <= 5; s++) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__neon); |
| } |
| } |
| } |
| } |
| } |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| |
| #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_eq_4_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(4); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_eq_4_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(4); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_div_4_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_div_4_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_div_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_lt_4_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_lt_4_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_lt_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_gt_4_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_gt_4_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_gt_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_div_4_with_qmax) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmax(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, kc_div_4_with_qmin) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmin(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, small_n) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, small_n_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, small_n_with_y_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SSE2, small_n_with_s) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| for (size_t s = 2; s <= ks; s++) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_up9__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_eq_4_twopass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_eq_4_twopass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_eq_4_multipass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_eq_4_multipass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_twopass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = 17; |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_twopass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_multipass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_multipass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_lt_4_twopass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_lt_4_twopass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_lt_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_lt_4_multipass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_lt_4_multipass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_lt_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_gt_4_twopass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_gt_4_twopass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_gt_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_gt_4_multipass_fulltile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_gt_4_multipass_subtile) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_gt_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_with_qmax) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmax(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, kc_div_4_with_qmin) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmin(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, small_n) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, small_n_with_x_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, small_n_with_y_stride) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SSE2, small_n_with_s) { |
| TEST_REQUIRES_X86_SSE2; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t s = 2; s <= 5; s++) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__sse); |
| } |
| } |
| } |
| } |
| } |
| #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| |
| |
| #if !XNN_ARCH_WASM && !XNN_ARCH_ASMJS |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_eq_4_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(4); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_eq_4_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(4); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_div_4_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_div_4_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_div_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_lt_4_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_lt_4_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_lt_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_gt_4_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_gt_4_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_gt_4_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_div_4_with_qmax) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmax(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, kc_div_4_with_qmin) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmin(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, small_n) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, small_n_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, small_n_with_y_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__PSIMD, small_n_with_s) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| for (size_t s = 2; s <= ks; s++) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_up9__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_eq_4_twopass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_eq_4_twopass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_eq_4_multipass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_eq_4_multipass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(4); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_twopass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = 17; |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_twopass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_multipass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_multipass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(131) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_lt_4_twopass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_lt_4_twopass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_lt_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_lt_4_multipass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_lt_4_multipass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_lt_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 1; kc < 4; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_gt_4_twopass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_gt_4_twopass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_gt_4_twopass_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_gt_4_multipass_fulltile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_gt_4_multipass_subtile) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_gt_4_multipass_fulltile_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 5; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_with_qmax) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmax(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, kc_div_4_with_qmin) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 4; kc < 64; kc += 12) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmin(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, small_n) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, small_n_with_x_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, small_n_with_y_stride) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__PSIMD, small_n_with_s) { |
| TEST_REQUIRES_PSIMD; |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t s = 2; s <= 5; s++) { |
| for (size_t kc = 8; kc < 25; kc += 5) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__psimd, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| #endif // !XNN_ARCH_WASM && !XNN_ARCH_ASMJS |
| |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, kc_eq_1_fulltile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(1); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, kc_eq_1_subtile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .kc(1); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, kc_gt_1_fulltile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, kc_gt_1_subtile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t ks = 2; ks < tester.mr(); ks++) { |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, kc_gt_1_fulltile_with_x_stride) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .iterations(3); |
| for (size_t kh = 1; kh <= tester.mr(); kh++) { |
| for (size_t kw = 1; kw <= tester.mr(); kw++) { |
| if (kh * kw == tester.mr()) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, qmax) { |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmax(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, qmin) { |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(3) |
| .kw(3) |
| .kc(kc) |
| .qmin(128) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, small_n) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, small_n_with_x_stride) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, small_n_with_y_stride) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_UP9__SCALAR, small_n_with_s) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{2, 3}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| for (size_t s = 2; s <= ks; s++) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_up9__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_eq_1_twopass_fulltile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(1); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_eq_1_twopass_subtile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(1); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_eq_1_multipass_fulltile) { |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(1); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_eq_1_multipass_subtile) { |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .kc(1); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| tester |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_gt_1_twopass_fulltile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_gt_1_twopass_subtile) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = 10; ks < tester.mr() + tester.qr(); ks++) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_gt_1_twopass_fulltile_with_x_stride) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| const size_t ks = tester.mr() + tester.qr(); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_gt_1_multipass_fulltile) { |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_gt_1_multipass_subtile) { |
| for (size_t ks_max : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t ks = ks_max - tester.qr() + 1; ks < ks_max; ks++) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kc(kc) |
| .kh(ks) |
| .kw(1) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| tester |
| .kc(kc) |
| .kh(1) |
| .kw(ks) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, kc_gt_1_multipass_fulltile_with_x_stride) { |
| for (size_t ks : std::vector<size_t>{{25, 49}}) { |
| auto tester = AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .iterations(3); |
| for (size_t kh = 1; kh <= ks; kh++) { |
| for (size_t kw = 1; kw <= ks; kw++) { |
| if (kh * kw == ks) { |
| for (size_t kc = 2; kc < 8; kc++) { |
| tester |
| .kh(kh) |
| .kw(kw) |
| .kc(kc) |
| .x_stride(23) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, qmax) { |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmax(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, qmin) { |
| for (size_t n = 1; n <= 5; n += 2) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(5) |
| .kw(5) |
| .kc(kc) |
| .qmin(128) |
| .iterations(3) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, small_n) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, small_n_with_x_stride) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .x_stride(29) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, small_n_with_y_stride) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .y_stride(31) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| TEST(F32_AVGPOOL_MP9P8Q__SCALAR, small_n_with_s) { |
| for (size_t n = 2; n < 5; n++) { |
| for (size_t ks : std::vector<size_t>{{5, 7}}) { |
| for (size_t s = 2; s <= 5; s++) { |
| for (size_t kc = 1; kc < 8; kc += 3) { |
| AvgPoolMicrokernelTester() |
| .mr(9) |
| .qr(8) |
| .n(n) |
| .kh(ks) |
| .kw(ks) |
| .kc(kc) |
| .s(s) |
| .Test(xnn_f32_avgpool_ukernel_mp9p8q__scalar, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |