/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #include #include "paddle/math/float16.h" namespace paddle { #ifdef PADDLE_CUDA_FP16 TEST(float16, conversion_gpu) { // Conversion to and from cuda half float16 v1 = half(float16(1.0f)); EXPECT_EQ(v1.x, 0x3c00); // Conversion to and from Eigen::half float16 v2 = Eigen::half(float16(0.5f)); EXPECT_EQ(v2.x, 0x3800); // Conversion from float EXPECT_EQ(float16(1.0f).x, 0x3c00); EXPECT_EQ(float16(0.5f).x, 0x3800); EXPECT_EQ(float16(0.33333f).x, 0x3555); EXPECT_EQ(float16(0.0f).x, 0x0000); EXPECT_EQ(float16(-0.0f).x, 0x8000); EXPECT_EQ(float16(65504.0f).x, 0x7bff); EXPECT_EQ(float16(65536.0f).x, 0x7c00); // Conversion from double // Conversion from int // Conversion from bool } TEST(float16, arithmetic_gpu) { EXPECT_EQ(float(float16(2) + float16(2)), 4); } TEST(float16, comparison_gpu) { EXPECT_TRUE(float16(1.0f) > float16(0.5f)); } #endif TEST(float16, conversion_cpu) { // Conversion to and from Eigen::half EXPECT_EQ(float16(Eigen::half(float16(1.0f))).x, 0x3c00); EXPECT_EQ(float16(Eigen::half(float16(0.5f))).x, 0x3800); EXPECT_EQ(float16(Eigen::half(float16(0.33333f))).x, 0x3555); EXPECT_EQ(float16(Eigen::half(float16(0.0f))).x, 0x0000); EXPECT_EQ(float16(Eigen::half(float16(-0.0f))).x, 0x8000); EXPECT_EQ(float16(Eigen::half(float16(65504.0f))).x, 0x7bff); EXPECT_EQ(float16(Eigen::half(float16(65536.0f))).x, 0x7c00); // Conversion from float EXPECT_EQ(float16(1.0f).x, 0x3c00); EXPECT_EQ(float16(0.5f).x, 0x3800); EXPECT_EQ(float16(0.33333f).x, 0x3555); EXPECT_EQ(float16(0.0f).x, 0x0000); EXPECT_EQ(float16(-0.0f).x, 0x8000); EXPECT_EQ(float16(65504.0f).x, 0x7bff); EXPECT_EQ(float16(65536.0f).x, 0x7c00); // Conversion from double // Conversion from int // Conversion from bool } TEST(float16, arithmetic_cpu) { EXPECT_EQ(float(float16(2) + float16(2)), 4); } TEST(float16, comparison_cpu) { EXPECT_TRUE(float16(1.0f) > float16(0.5f)); } } // namespace paddle