1/* Copyright 2015 The TensorFlow Authors. All Rights Reserved.
2
3Licensed under the Apache License, Version 2.0 (the "License");
4you may not use this file except in compliance with the License.
5You may obtain a copy of the License at
6
7 http://www.apache.org/licenses/LICENSE-2.0
8
9Unless required by applicable law or agreed to in writing, software
10distributed under the License is distributed on an "AS IS" BASIS,
11WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12See the License for the specific language governing permissions and
13limitations under the License.
14==============================================================================*/
15
16// See docs in ../ops/array_ops.cc.
17#include "tensorflow/core/kernels/debug_ops.h"
18
19#include "tensorflow/core/framework/op_kernel.h"
20#include "tensorflow/core/framework/register_types.h"
21#include "tensorflow/core/framework/tensor.h"
22#include "tensorflow/core/framework/types.h"
23
24namespace tensorflow {
25
26// Register Copy ops.
27REGISTER_KERNEL_BUILDER(Name("Copy").Device(DEVICE_CPU), CopyOp);
28
29REGISTER_KERNEL_BUILDER(Name("CopyHost").Device(DEVICE_CPU), CopyOp);
30
31REGISTER_KERNEL_BUILDER(Name("Copy").Device(DEVICE_DEFAULT), CopyOp);
32
33REGISTER_KERNEL_BUILDER(Name("CopyHost")
34 .Device(DEVICE_DEFAULT)
35 .HostMemory("input")
36 .HostMemory("output"),
37 CopyOp);
38
39// Register debug identity (non-ref and ref) ops.
40REGISTER_KERNEL_BUILDER(Name("DebugIdentity").Device(DEVICE_CPU),
41 DebugIdentityOp);
42
43REGISTER_KERNEL_BUILDER(Name("DebugIdentity")
44 .Device(DEVICE_DEFAULT)
45 .HostMemory("input")
46 .HostMemory("output"),
47 DebugIdentityOp);
48
49// Register debug NaN-counter (non-ref and ref) ops.
50#define REGISTER_DEBUG_NAN_COUNT(type) \
51 REGISTER_KERNEL_BUILDER( \
52 Name("DebugNanCount").Device(DEVICE_CPU).TypeConstraint<type>("T"), \
53 DebugNanCountOp<type>);
54TF_CALL_REAL_NUMBER_TYPES(REGISTER_DEBUG_NAN_COUNT);
55
56#define REGISTER_DEFAULT_DEBUG_NAN_COUNT(type) \
57 REGISTER_KERNEL_BUILDER(Name("DebugNanCount") \
58 .Device(DEVICE_DEFAULT) \
59 .HostMemory("input") \
60 .HostMemory("output") \
61 .TypeConstraint<type>("T"), \
62 DebugNanCountOp<type>);
63REGISTER_DEFAULT_DEBUG_NAN_COUNT(Eigen::half);
64REGISTER_DEFAULT_DEBUG_NAN_COUNT(float);
65REGISTER_DEFAULT_DEBUG_NAN_COUNT(double);
66
67// Register debug numeric summary ops.
68#define REGISTER_DEBUG_NUMERIC_SUMMARY_COUNT(type) \
69 REGISTER_KERNEL_BUILDER(Name("DebugNumericSummary") \
70 .Device(DEVICE_CPU) \
71 .TypeConstraint<type>("T"), \
72 DebugNumericSummaryOp<type>);
73TF_CALL_bool(REGISTER_DEBUG_NUMERIC_SUMMARY_COUNT);
74TF_CALL_INTEGRAL_TYPES(REGISTER_DEBUG_NUMERIC_SUMMARY_COUNT);
75TF_CALL_float(REGISTER_DEBUG_NUMERIC_SUMMARY_COUNT);
76TF_CALL_double(REGISTER_DEBUG_NUMERIC_SUMMARY_COUNT);
77
78#define REGISTER_DEFAULT_DEBUG_NUMERIC_SUMMARY_COUNT(type) \
79 REGISTER_KERNEL_BUILDER(Name("DebugNumericSummary") \
80 .Device(DEVICE_DEFAULT) \
81 .HostMemory("input") \
82 .HostMemory("output") \
83 .TypeConstraint<type>("T"), \
84 DebugNumericSummaryOp<type>);
85TF_CALL_bool(REGISTER_DEFAULT_DEBUG_NUMERIC_SUMMARY_COUNT);
86TF_CALL_INTEGRAL_TYPES(REGISTER_DEFAULT_DEBUG_NUMERIC_SUMMARY_COUNT);
87TF_CALL_float(REGISTER_DEFAULT_DEBUG_NUMERIC_SUMMARY_COUNT);
88TF_CALL_double(REGISTER_DEFAULT_DEBUG_NUMERIC_SUMMARY_COUNT);
89
90#undef REGISTER_DEFAULT_DEBUG_NUMERIC_SUMMARY_COUNT
91
92REGISTER_KERNEL_BUILDER(Name("DebugIdentityV2").Device(DEVICE_CPU),
93 DebugIdentityV2Op);
94
95REGISTER_KERNEL_BUILDER(Name("DebugIdentityV2")
96 .Device(DEVICE_DEFAULT)
97 .HostMemory("input")
98 .HostMemory("output"),
99 DebugIdentityV2Op);
100
101#define REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT(type) \
102 REGISTER_KERNEL_BUILDER(Name("DebugNumericSummaryV2") \
103 .Device(DEVICE_CPU) \
104 .TypeConstraint<type>("T") \
105 .TypeConstraint<float>("output_dtype"), \
106 DebugNumericSummaryV2Op<CPUDevice, type, float>);
107TF_CALL_half(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT);
108TF_CALL_bfloat16(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT);
109TF_CALL_float(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT);
110TF_CALL_double(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT);
111TF_CALL_INTEGRAL_TYPES(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT);
112TF_CALL_bool(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_FLOAT);
113// TODO(cais): Add string support.
114
115#define REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE(type) \
116 REGISTER_KERNEL_BUILDER(Name("DebugNumericSummaryV2") \
117 .Device(DEVICE_CPU) \
118 .TypeConstraint<type>("T") \
119 .TypeConstraint<double>("output_dtype"), \
120 DebugNumericSummaryV2Op<CPUDevice, type, double>);
121TF_CALL_half(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE);
122TF_CALL_bfloat16(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE);
123TF_CALL_float(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE);
124TF_CALL_double(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE);
125TF_CALL_INTEGRAL_TYPES(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE);
126TF_CALL_bool(REGISTER_DEBUG_NUMERIC_SUMMARY_V2_DOUBLE);
127// TODO(cais): Add string support.
128
129#if GOOGLE_CUDA || TENSORFLOW_USE_ROCM
130#define REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(in_type, out_type) \
131 REGISTER_KERNEL_BUILDER( \
132 Name("DebugNumericSummaryV2") \
133 .Device(DEVICE_GPU) \
134 .TypeConstraint<in_type>("T") \
135 .TypeConstraint<out_type>("output_dtype"), \
136 DebugNumericSummaryV2Op<GPUDevice, in_type, out_type>);
137
138REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(Eigen::half, float);
139REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(float, float);
140REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(double, float);
141REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(int16, float);
142REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(int32, float);
143
144REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(Eigen::half, double);
145REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(float, double);
146REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(double, double);
147REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(int16, double);
148REGISTER_DEBUG_NUMERIC_SUMMARY_V2_GPU(int32, double);
149
150#endif // GOOGLE_CUDA || TENSORFLOW_USE_ROCM
151
152} // namespace tensorflow
153