enforce.h 8.6 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
/* 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. */

#pragma once

17 18
#include <dlfcn.h>     // for dladdr
#include <execinfo.h>  // for backtrace
Y
Yu Yang 已提交
19
#include <iomanip>
L
liaogang 已提交
20
#include <memory>
21 22 23
#include <sstream>
#include <stdexcept>
#include <string>
24

25 26
#include "paddle/string/printf.h"
#include "paddle/string/to_string.h"
27

L
liaogang 已提交
28 29 30 31
#ifdef __GNUC__
#include <cxxabi.h>  // for __cxa_demangle
#endif

32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48
#ifndef PADDLE_ONLY_CPU

#include "paddle/platform/dynload/cublas.h"
#include "paddle/platform/dynload/cudnn.h"
#include "paddle/platform/dynload/curand.h"

#include <cublas_v2.h>
#include <cudnn.h>
#include <curand.h>
#include <thrust/system/cuda/error.h>
#include <thrust/system_error.h>

#endif  // PADDLE_ONLY_CPU

namespace paddle {
namespace platform {

L
liaogang 已提交
49 50 51 52 53 54 55 56 57 58 59 60 61
namespace {
#ifdef __GNUC__
inline std::string demangle(std::string name) {
  int status = -4;  // some arbitrary value to eliminate the compiler warning
  std::unique_ptr<char, void (*)(void*)> res{
      abi::__cxa_demangle(name.c_str(), NULL, NULL, &status), std::free};
  return (status == 0) ? res.get() : name;
}
#else
inline std::string demangle(std::string name) { return name; }
#endif
}

62 63 64 65
struct EnforceNotMet : public std::exception {
  std::exception_ptr exp_;
  std::string err_str_;
  EnforceNotMet(std::exception_ptr e, const char* f, int l) : exp_(e) {
Y
Yu Yang 已提交
66
    static constexpr int TRACE_STACK_LIMIT = 100;
67 68 69
    try {
      std::rethrow_exception(exp_);
    } catch (const std::exception& exp) {
Y
Yu Yang 已提交
70
      std::ostringstream sout;
71

Y
Yu Yang 已提交
72
      sout << string::Sprintf("%s at [%s:%d]", exp.what(), f, l) << std::endl;
73 74
      sout << "PaddlePaddle Call Stacks: " << std::endl;

Y
Yu Yang 已提交
75
      void* call_stack[TRACE_STACK_LIMIT];
76 77 78 79 80
      auto size = backtrace(call_stack, TRACE_STACK_LIMIT);
      auto symbols = backtrace_symbols(call_stack, size);

      Dl_info info;
      for (int i = 0; i < size; ++i) {
L
liaogang 已提交
81 82
        if (dladdr(call_stack[i], &info) && info.dli_sname) {
          auto demangled = demangle(info.dli_sname);
83 84 85 86 87
          auto addr_offset = static_cast<char*>(call_stack[i]) -
                             static_cast<char*>(info.dli_saddr);
          sout << string::Sprintf("%-3d %*0p %s + %zd\n", i,
                                  2 + sizeof(void*) * 2, call_stack[i],
                                  demangled, addr_offset);
88
        } else {
89
          sout << string::Sprintf("%-3d %*0p\n", i, 2 + sizeof(void*) * 2,
90 91
                                  call_stack[i]);
        }
Y
Yu Yang 已提交
92
      }
93
      free(symbols);
Y
Yu Yang 已提交
94
      err_str_ = sout.str();
95 96 97 98 99 100
    }
  }

  const char* what() const noexcept { return err_str_.c_str(); }
};

L
liaogang 已提交
101 102 103 104 105
// Because most enforce conditions would evaluate to true, we can use
// __builtin_expect to instruct the C++ compiler to generate code that
// always forces branch prediction of true.
// This generates faster binary code. __builtin_expect is since C++11.
// For more details, please check https://stackoverflow.com/a/43870188/724872.
106 107
#define UNLIKELY(condition) __builtin_expect(static_cast<bool>(condition), 0)

L
liaogang 已提交
108 109
template <typename... Args>
inline typename std::enable_if<sizeof...(Args) != 0, void>::type throw_on_error(
Y
Yu Yang 已提交
110
    bool stat, const Args&... args) {
L
liaogang 已提交
111
  if (UNLIKELY(!(stat))) {
112
    throw std::runtime_error(string::Sprintf(args...));
L
liaogang 已提交
113 114 115
  }
}

116 117 118
#ifndef PADDLE_ONLY_CPU

template <typename... Args>
L
liaogang 已提交
119 120
inline typename std::enable_if<sizeof...(Args) != 0, void>::type throw_on_error(
    cudaError_t e, const Args&... args) {
L
liaogang 已提交
121
  if (UNLIKELY(e)) {
122 123
    throw thrust::system_error(e, thrust::cuda_category(),
                               string::Sprintf(args...));
124 125 126 127
  }
}

template <typename... Args>
L
liaogang 已提交
128 129
inline typename std::enable_if<sizeof...(Args) != 0, void>::type throw_on_error(
    curandStatus_t stat, const Args&... args) {
130
  if (stat != CURAND_STATUS_SUCCESS) {
131 132
    throw thrust::system_error(cudaErrorLaunchFailure, thrust::cuda_category(),
                               string::Sprintf(args...));
133 134 135 136
  }
}

template <typename... Args>
L
liaogang 已提交
137 138
inline typename std::enable_if<sizeof...(Args) != 0, void>::type throw_on_error(
    cudnnStatus_t stat, const Args&... args) {
139 140 141
  if (stat == CUDNN_STATUS_SUCCESS) {
    return;
  } else {
142 143
    throw std::runtime_error(platform::dynload::cudnnGetErrorString(stat) +
                             string::Sprintf(args...));
144 145 146 147
  }
}

template <typename... Args>
L
liaogang 已提交
148 149
inline typename std::enable_if<sizeof...(Args) != 0, void>::type throw_on_error(
    cublasStatus_t stat, const Args&... args) {
L
liaogang 已提交
150
  std::string err;
151 152 153
  if (stat == CUBLAS_STATUS_SUCCESS) {
    return;
  } else if (stat == CUBLAS_STATUS_NOT_INITIALIZED) {
L
liaogang 已提交
154
    err = "CUBLAS: not initialized, ";
155
  } else if (stat == CUBLAS_STATUS_ALLOC_FAILED) {
L
liaogang 已提交
156
    err = "CUBLAS: alloc failed, ";
157
  } else if (stat == CUBLAS_STATUS_INVALID_VALUE) {
L
liaogang 已提交
158
    err = "CUBLAS: invalid value, ";
159
  } else if (stat == CUBLAS_STATUS_ARCH_MISMATCH) {
L
liaogang 已提交
160
    err = "CUBLAS: arch mismatch, ";
161
  } else if (stat == CUBLAS_STATUS_MAPPING_ERROR) {
L
liaogang 已提交
162
    err = "CUBLAS: mapping error, ";
163
  } else if (stat == CUBLAS_STATUS_EXECUTION_FAILED) {
L
liaogang 已提交
164
    err = "CUBLAS: execution failed, ";
165
  } else if (stat == CUBLAS_STATUS_INTERNAL_ERROR) {
L
liaogang 已提交
166
    err = "CUBLAS: internal error, ";
167
  } else if (stat == CUBLAS_STATUS_NOT_SUPPORTED) {
L
liaogang 已提交
168
    err = "CUBLAS: not supported, ";
169
  } else if (stat == CUBLAS_STATUS_LICENSE_ERROR) {
L
liaogang 已提交
170
    err = "CUBLAS: license error, ";
171
  }
172
  throw std::runtime_error(err + string::Sprintf(args...));
173 174 175 176
}

#endif  // PADDLE_ONLY_CPU

L
liaogang 已提交
177 178 179 180 181
template <typename T>
inline void throw_on_error(T e) {
  throw_on_error(e, "");
}

Q
qijun 已提交
182 183 184 185 186 187
#define PADDLE_THROW(...)                                              \
  do {                                                                 \
    throw ::paddle::platform::EnforceNotMet(                           \
        std::make_exception_ptr(                                       \
            std::runtime_error(paddle::string::Sprintf(__VA_ARGS__))), \
        __FILE__, __LINE__);                                           \
Y
Yu Yang 已提交
188
  } while (false)
L
liaogang 已提交
189

190 191 192 193 194 195 196 197
#define PADDLE_ENFORCE(...)                                             \
  do {                                                                  \
    try {                                                               \
      ::paddle::platform::throw_on_error(__VA_ARGS__);                  \
    } catch (...) {                                                     \
      throw ::paddle::platform::EnforceNotMet(std::current_exception(), \
                                              __FILE__, __LINE__);      \
    }                                                                   \
Y
Yu Yang 已提交
198
  } while (false)
199

S
Superjom 已提交
200 201 202 203 204 205 206
/*
 * Some enforce helpers here, usage:
 *    int a = 1;
 *    int b = 2;
 *    PADDLE_ENFORCE_EQ(a, b);
 *
 *    will raise an expression described as follows:
207
 *    "enforce a == b failed, 1 != 2" with detailed stack information.
S
Superjom 已提交
208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224
 *
 *    extra messages is also supported, for example:
 *    PADDLE_ENFORCE(a, b, "some simple enforce failed between %d numbers", 2)
 */

#define PADDLE_ENFORCE_EQ(__VAL0, __VAL1, ...) \
  __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, ==, !=, __VA_ARGS__)
#define PADDLE_ENFORCE_NE(__VAL0, __VAL1, ...) \
  __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, !=, ==, __VA_ARGS__)
#define PADDLE_ENFORCE_GT(__VAL0, __VAL1, ...) \
  __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, >, <=, __VA_ARGS__)
#define PADDLE_ENFORCE_GE(__VAL0, __VAL1, ...) \
  __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, >=, <, __VA_ARGS__)
#define PADDLE_ENFORCE_LT(__VAL0, __VAL1, ...) \
  __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, <, >=, __VA_ARGS__)
#define PADDLE_ENFORCE_LE(__VAL0, __VAL1, ...) \
  __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, <=, >, __VA_ARGS__)
Y
Yan Chunwei 已提交
225 226 227
#define PADDLE_ENFORCE_NOT_NULL(__VAL, ...)                            \
  PADDLE_ENFORCE(nullptr != (__VAL), #__VAL " should not be null\n%s", \
                 paddle::string::Sprintf("" __VA_ARGS__));
S
Superjom 已提交
228 229

#define __PADDLE_BINARY_COMPARE(__VAL0, __VAL1, __CMP, __INV_CMP, ...)        \
Y
Yan Chunwei 已提交
230
  PADDLE_ENFORCE(__VAL0 __CMP __VAL1,                                         \
S
Superjom 已提交
231
                 "enforce %s " #__CMP " %s failed, %s " #__INV_CMP " %s\n%s", \
232 233
                 #__VAL0, #__VAL1, paddle::string::to_string(__VAL0),         \
                 paddle::string::to_string(__VAL1),                           \
S
Superjom 已提交
234
                 paddle::string::Sprintf("" __VA_ARGS__));
S
add EQ  
Superjom 已提交
235

236 237
}  // namespace platform
}  // namespace paddle