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
|
#pragma once
#include <ATen/Functions.h>
#include <c10/macros/Macros.h>
#include <torch/csrc/Export.h>
#include <cstdint>
#include <vector>
#define FOR_ALL_EXTERNAL_FUNCTIONS(_) \
_(nnc_aten_conv2d) \
_(nnc_aten_conv1d) \
_(nnc_aten_conv1d_out) \
_(nnc_aten_matmul) \
_(nnc_aten_mv) \
_(nnc_aten_mm) \
_(nnc_aten_adaptive_avg_pool2d) \
_(nnc_aten_mean) \
_(nnc_aten_addmm) \
_(nnc_aten_max_red) \
_(nnc_aten_max_red_out) \
_(nnc_aten_quantized_conv1d) \
_(nnc_aten_quantized_conv1d_out) \
_(nnc_aten_quantized_conv2d) \
_(nnc_aten_quantized_conv2d_out) \
_(nnc_aten_quantized_conv2d_relu) \
_(nnc_aten_quantized_conv2d_relu_out) \
_(nnc_aten_quantized_linear) \
_(nnc_aten_quantized_linear_out) \
_(nnc_aten_quantized_linear_relu) \
_(nnc_aten_quantized_add) \
_(nnc_aten_quantized_cat) \
_(nnc_aten_quantized_mul) \
_(nnc_aten_quantized_mul_out) \
_(nnc_aten_quantized_mul_scalar) \
_(nnc_aten_quantized_mul_scalar_out) \
_(nnc_aten_quantized_relu) \
_(nnc_aten_quantized_sigmoid) \
_(nnc_aten_quantize_per_tensor) \
_(nnc_aten_quantize_per_tensor_out) \
_(nnc_aten_dequantize) \
_(nnc_aten_dequantize_out) \
_(nnc_aten_upsample_nearest2d) \
_(nnc_aten_upsample_nearest2d_out)
#define DECLARE_EXTERNAL_FUNCTION(NAME) \
TORCH_API void NAME( \
int64_t bufs_num, \
void** buf_data, \
int64_t* buf_ranks, \
int64_t* buf_dims, \
int64_t* buf_strides, \
int8_t* buf_dtypes, \
int64_t args_num, \
int64_t* extra_args);
namespace torch {
namespace jit {
namespace tensorexpr {
struct QIData final {
double scale;
int64_t zero;
c10::ScalarType scalarType;
};
std::vector<at::Tensor> constructTensors(
int64_t bufs_num,
void** buf_data,
int64_t* buf_ranks,
int64_t* buf_dims,
int64_t* buf_strides,
int8_t* buf_dtypes,
c10::optional<std::vector<std::pair<size_t, QIData>>> qdataArg =
c10::nullopt);
std::vector<at::Tensor> constructTensors2(
int64_t bufs_in_num,
void** buf_data,
int64_t* buf_ranks,
int64_t* buf_dims,
int64_t* buf_strides,
int8_t* buf_dtypes,
c10::optional<std::vector<std::pair<size_t, QIData>>> qdataArg =
c10::nullopt,
size_t bufs_out_num = 0);
#ifdef C10_MOBILE
extern "C" {
#endif
void DispatchParallel(
int8_t* func,
int64_t start,
int64_t stop,
int8_t* packed_data) noexcept;
FOR_ALL_EXTERNAL_FUNCTIONS(DECLARE_EXTERNAL_FUNCTION)
TORCH_API void nnc_aten_free(int64_t bufs_num, void** ptrs) noexcept;
#ifdef C10_MOBILE
} // extern "C"
#endif
} // namespace tensorexpr
} // namespace jit
} // namespace torch
#undef DECLARE_EXTERNAL_FUNCTION
|
