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1 /* Copyright 2015 The TensorFlow Authors. All Rights Reserved.
2 
3 Licensed under the Apache License, Version 2.0 (the "License");
4 you may not use this file except in compliance with the License.
5 You may obtain a copy of the License at
6 
7     http://www.apache.org/licenses/LICENSE-2.0
8 
9 Unless required by applicable law or agreed to in writing, software
10 distributed under the License is distributed on an "AS IS" BASIS,
11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12 See the License for the specific language governing permissions and
13 limitations under the License.
14 ==============================================================================*/
15 
16 #include "tensorflow/core/kernels/cwise_ops_common.h"
17 
18 namespace tensorflow {
19 REGISTER5(BinaryOp, CPU, "LessEqual", functor::less_equal, float, Eigen::half,
20           bfloat16, double, int32);
21 REGISTER7(BinaryOp, CPU, "LessEqual", functor::less_equal, int64, uint8, uint16,
22           uint32, uint64, int8, int16);
23 
24 #if GOOGLE_CUDA || TENSORFLOW_USE_ROCM
25 #if !defined(MLIR_GENERATED_GPU_KERNELS_ENABLED)
26 REGISTER9(BinaryOp, GPU, "LessEqual", functor::less_equal, float, Eigen::half,
27           double, int64, uint8, uint16, uint32, uint64, int8);
28 REGISTER(BinaryOp, GPU, "LessEqual", functor::less_equal, int16);
29 #endif
30 
31 // A special GPU kernel for int32.
32 // TODO(b/25387198): Also enable int32 in device memory. This kernel
33 // registration requires all int32 inputs and outputs to be in host memory.
34 REGISTER_KERNEL_BUILDER(Name("LessEqual")
35                             .Device(DEVICE_GPU)
36                             .HostMemory("x")
37                             .HostMemory("y")
38                             .HostMemory("z")
39                             .TypeConstraint<int32>("T"),
40                         BinaryOp<CPUDevice, functor::less_equal<int32>>);
41 #endif
42 REGISTER_KERNEL_BUILDER(Name("LessEqual")
43                             .Device(DEVICE_DEFAULT)
44                             .HostMemory("x")
45                             .HostMemory("y")
46                             .HostMemory("z")
47                             .TypeConstraint<int32>("T"),
48                         BinaryOp<CPUDevice, functor::less_equal<int32>>);
49 
50 }  // namespace tensorflow
51