1155 lines
58 KiB
C++
1155 lines
58 KiB
C++
// Copyright 2019 Google LLC
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//
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree.
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#include <gtest/gtest.h>
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#include "binary-elementwise-operator-tester.h"
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constexpr size_t kDim1 = 2;
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constexpr size_t kDim2 = 3;
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constexpr size_t kDim3 = 4;
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constexpr size_t kDim4 = 5;
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constexpr size_t kDim5 = 6;
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constexpr size_t kDim6 = 7;
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TEST(MINIMUM_ND_F32, 0d_x_0d) {
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.TestF32();
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}
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TEST(MINIMUM_ND_F32, 1d_x_0d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 0d_x_1d) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) {
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input2_shape({input2_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 1d_x_1d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim1})
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.input2_shape({input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 0d_x_2d) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) {
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input2_shape({input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 1d_x_2d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim1})
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.input2_shape({input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 2d_x_0d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim2, input1_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 2d_x_1d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim2, input1_dim1})
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.input2_shape({input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 2d_x_2d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim2, input1_dim1})
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.input2_shape({input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 0d_x_3d) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) {
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input2_shape({input2_dim3, input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 1d_x_3d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim1})
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.input2_shape({input2_dim3, input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 2d_x_3d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim2, input1_dim1})
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.input2_shape({input2_dim3, input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 3d_x_0d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim3, input1_dim2, input1_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 3d_x_1d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim3, input1_dim2, input1_dim1})
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.input2_shape({input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 3d_x_2d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim3, input1_dim2, input1_dim1})
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.input2_shape({input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 3d_x_3d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2;
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const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim3, input1_dim2, input1_dim1})
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.input2_shape({input2_dim3, input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 0d_x_4d) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) {
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3);
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3;
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const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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TEST(MINIMUM_ND_F32, 1d_x_4d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3);
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const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1;
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const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2;
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const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3;
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const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4;
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BinaryElementwiseOperatorTester()
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.operation_type(BinaryElementwiseOperatorTester::OperationType::Minimum)
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.input1_shape({input1_dim1})
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.input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1})
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.TestF32();
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}
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}
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}
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TEST(MINIMUM_ND_F32, 2d_x_4d) {
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for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) {
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for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) {
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const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0);
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const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0);
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const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1);
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const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2);
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const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3);
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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::Minimum)
|
|
.input1_shape({input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim1})
|
|
.input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.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(MINIMUM_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::Minimum)
|
|
.input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim1})
|
|
.input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.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(MINIMUM_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::Minimum)
|
|
.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(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1})
|
|
.input2_shape({input2_dim3, input2_dim2, input2_dim1})
|
|
.TestF32();
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(MINIMUM_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::Minimum)
|
|
.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(MINIMUM_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::Minimum)
|
|
.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(MINIMUM_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::Minimum)
|
|
.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();
|
|
}
|
|
}
|
|
}
|