blob: 2113b5e06f3eb0169be50c0ee731a903c0eece9d (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
|
/* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
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 "tensorflow/compiler/xla/primitive_util.h"
#include "tensorflow/core/platform/logging.h"
namespace xla {
namespace primitive_util {
template <>
PrimitiveType NativeToPrimitiveType<bool>() {
return PRED;
}
// Unsigned integer
template <>
PrimitiveType NativeToPrimitiveType<uint8>() {
return U8;
}
template <>
PrimitiveType NativeToPrimitiveType<uint16>() {
return U16;
}
template <>
PrimitiveType NativeToPrimitiveType<uint32>() {
return U32;
}
template <>
PrimitiveType NativeToPrimitiveType<uint64>() {
return U64;
}
// Signed integer
template <>
PrimitiveType NativeToPrimitiveType<int8>() {
return S8;
}
template <>
PrimitiveType NativeToPrimitiveType<int16>() {
return S16;
}
template <>
PrimitiveType NativeToPrimitiveType<int32>() {
return S32;
}
template <>
PrimitiveType NativeToPrimitiveType<int64>() {
return S64;
}
// Floating point
template <>
PrimitiveType NativeToPrimitiveType<float>() {
return F32;
}
template <>
PrimitiveType NativeToPrimitiveType<double>() {
return F64;
}
template <>
PrimitiveType NativeToPrimitiveType<half>() {
return F16;
}
template <>
PrimitiveType NativeToPrimitiveType<complex64>() {
return C64;
}
bool IsFloatingPointType(PrimitiveType type) {
return type == F16 || type == F32 || type == F64;
}
bool IsComplexType(PrimitiveType type) { return type == C64; }
bool IsSignedIntegralType(PrimitiveType type) {
return type == S8 || type == S16 || type == S32 || type == S64;
}
bool IsUnsignedIntegralType(PrimitiveType type) {
return type == U8 || type == U16 || type == U32 || type == U64;
}
bool IsIntegralType(PrimitiveType type) {
return IsUnsignedIntegralType(type) || IsSignedIntegralType(type);
}
int BitWidth(PrimitiveType type) {
switch (type) {
case PRED:
return 1;
case S8:
case U8:
return 8;
case S16:
case U16:
case F16:
return 16;
case U32:
case S32:
case F32:
return 32;
case U64:
case S64:
case F64:
case C64:
return 64;
case TUPLE:
LOG(FATAL) << "TUPLE is an invalid type for BitWidth";
case OPAQUE:
LOG(FATAL) << "OPAQUE is an invalid type for BitWidth";
default:
LOG(FATAL) << "Unhandled primitive type " << type;
}
}
PrimitiveType ComplexComponentType(PrimitiveType complex_type) {
switch (complex_type) {
case C64:
return F32;
default:
LOG(FATAL) << "Primitive type is not complex: "
<< PrimitiveType_Name(complex_type);
}
}
} // namespace primitive_util
} // namespace xla
|
