| // 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 "binary-elementwise-operator-tester.h" |
| |
| constexpr size_t kDim1 = 2; |
| constexpr size_t kDim2 = 3; |
| constexpr size_t kDim3 = 4; |
| constexpr size_t kDim4 = 5; |
| constexpr size_t kDim5 = 6; |
| constexpr size_t kDim6 = 7; |
| |
| |
| TEST(ADD_ND_F16, 0d_x_0d) { |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .TestF16(); |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 0d_x_1d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 0d_x_2d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 0d_x_3d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 0d_x_4d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 0d_x_5d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 0d_x_6d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 1d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 2d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 3d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 4d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 5d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .TestF16(); |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F16, 6d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF16(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_0d) { |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .TestF32(); |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_1d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_2d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_3d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_4d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_5d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 0d_x_6d) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 1d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 2d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 3d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 4d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 5d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_0d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .TestF32(); |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_1d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_2d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_3d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_4d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_5d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF32(); |
| } |
| } |
| } |
| |
| TEST(ADD_ND_F32, 6d_x_6d) { |
| for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| BinaryElementwiseOperatorTester() |
| .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| .iterations(1) |
| .TestF32(); |
| } |
| } |
| } |