File: CuptiCallbackApiTest.cpp

package info (click to toggle)
pytorch 1.13.1%2Bdfsg-4
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 139,252 kB
  • sloc: cpp: 1,100,274; python: 706,454; ansic: 83,052; asm: 7,618; java: 3,273; sh: 2,841; javascript: 612; makefile: 323; xml: 269; ruby: 185; yacc: 144; objc: 68; lex: 44
file content (239 lines) | stat: -rw-r--r-- 6,816 bytes parent folder | download
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
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
// (c) Meta Platforms, Inc. and affiliates. Confidential and proprietary.

#include "src/Logger.h"
#include "src/CuptiCallbackApi.h"

#include <gtest/gtest.h>
#include <atomic>
#include <chrono>
#include <thread>

using namespace std::chrono;
using namespace KINETO_NAMESPACE;
using namespace libkineto;

const size_t some_data = 42;

std::atomic<int> simple_cb_calls = 0;

void simple_cb(
    CUpti_CallbackDomain domain,
    CUpti_CallbackId cbid,
    const CUpti_CallbackData* cbInfo) {

  // simple arg check
  EXPECT_EQ(domain, CUPTI_CB_DOMAIN_RUNTIME_API);
  EXPECT_EQ(cbid, CUPTI_RUNTIME_TRACE_CBID_cudaLaunchKernel_v7000);
  EXPECT_EQ(*reinterpret_cast<const size_t*>(cbInfo), some_data);

  simple_cb_calls++;
}

void atomic_cb(
    CUpti_CallbackDomain /*domain*/,
    CUpti_CallbackId /*cbid*/,
    const CUpti_CallbackData* /*cbInfo)*/) {
  // do some atomics in a loop
  for (int i = 0; i < 1000; i++) {
    // would have used release consistency but this is fine
    simple_cb_calls++;
  }
}

void empty_cb(
    CUpti_CallbackDomain /*domain*/,
    CUpti_CallbackId /*cbid*/,
    const CUpti_CallbackData* /*cbInfo*/) {
}

TEST(CuptiCallbackApiTest, SimpleTest) {
  auto& api = CuptiCallbackApi::singleton();

  auto addSimpleCallback = [&]() -> bool {
    bool ret = api.registerCallback(
        CUPTI_CB_DOMAIN_RUNTIME_API,
        CuptiCallbackApi::CUDA_LAUNCH_KERNEL,
        &simple_cb
    );
    return ret;
  };
  EXPECT_TRUE(addSimpleCallback()) << "Failed to add callback";

  // duplicate add should be okay
  EXPECT_TRUE(addSimpleCallback()) << "Failed to re-add callback";

  simple_cb_calls = 0;

  // simulate callback
  api.__callback_switchboard(
      CUPTI_CB_DOMAIN_RUNTIME_API,
      CUPTI_RUNTIME_TRACE_CBID_cudaLaunchKernel_v7000,
      reinterpret_cast<const CUpti_CallbackData*>(&some_data));

  EXPECT_EQ(simple_cb_calls, 1);

  bool ret = api.deleteCallback(
      CUPTI_CB_DOMAIN_RUNTIME_API,
      CuptiCallbackApi::CUDA_LAUNCH_KERNEL,
      &simple_cb
  );

  EXPECT_TRUE(ret) << "Failed to remove callback";

  ret = api.deleteCallback(
      CUPTI_CB_DOMAIN_RUNTIME_API,
      CuptiCallbackApi::CUDA_LAUNCH_KERNEL,
      &atomic_cb
  );

  EXPECT_FALSE(ret) << "oops! deleted a callback that was never added";
}

TEST(CuptiCallbackApiTest, AllCallbacks) {
  auto& api = CuptiCallbackApi::singleton();

  auto testCallback = [&](
      CUpti_CallbackDomain domain,
      CUpti_CallbackId cbid,
      CuptiCallbackApi::CuptiCallBackID kineto_cbid) -> bool {

    bool ret = api.registerCallback(domain, kineto_cbid, atomic_cb);
    EXPECT_TRUE(ret) << "Failed to add callback";

    if (!ret) {
      return false;
    }

    simple_cb_calls = 0;
    api.__callback_switchboard(domain, cbid, nullptr);
    EXPECT_EQ(simple_cb_calls, 1000);
    ret = simple_cb_calls == 1000;

    EXPECT_TRUE(api.deleteCallback(domain, kineto_cbid, atomic_cb));

    return ret;
  };

  EXPECT_TRUE(
      testCallback(
        CUPTI_CB_DOMAIN_RESOURCE,
        CUPTI_CBID_RESOURCE_CONTEXT_CREATED,
        CuptiCallbackApi::RESOURCE_CONTEXT_CREATED))
    << "Failed to run callback for RESOURCE_CONTEXT_CREATED";

  EXPECT_TRUE(
      testCallback(
        CUPTI_CB_DOMAIN_RESOURCE,
        CUPTI_CBID_RESOURCE_CONTEXT_DESTROY_STARTING,
        CuptiCallbackApi::RESOURCE_CONTEXT_DESTROYED))
    << "Failed to run callback for RESOURCE_CONTEXT_DESTROYED";

  EXPECT_TRUE(
      testCallback(
        CUPTI_CB_DOMAIN_RUNTIME_API,
        CUPTI_RUNTIME_TRACE_CBID_cudaLaunchKernel_v7000,
        CuptiCallbackApi::CUDA_LAUNCH_KERNEL))
    << "Failed to run callback for CUDA_LAUNCH_KERNEL";

}

TEST(CuptiCallbackApiTest, ContentionTest) {
  auto& api = CuptiCallbackApi::singleton();
  const CUpti_CallbackDomain domain = CUPTI_CB_DOMAIN_RUNTIME_API;
  const CUpti_CallbackId cbid = CUPTI_RUNTIME_TRACE_CBID_cudaLaunchKernel_v7000;
  const CuptiCallbackApi::CuptiCallBackID kineto_cbid =
    CuptiCallbackApi::CUDA_LAUNCH_KERNEL;

  bool ret = api.registerCallback(domain, kineto_cbid, empty_cb);
  EXPECT_TRUE(ret) << "Failed to add callback";

  const int iters = 10000;
  const int num_readers = 8;

  simple_cb_calls = 0;

  // simulate callbacks being executed on multiple threads in parallel
  //  during this interval add a new atomic_callback.
  //  this test ensured mutual exclusion is working fine
  auto read_fn = [&](int tid){
    auto start_ts = high_resolution_clock::now();
    for (int i = 0; i < iters; i++) {
      api.__callback_switchboard(domain, cbid, nullptr);
    }
    auto runtime_ms = duration_cast<milliseconds>(
      high_resolution_clock::now() - start_ts);
    LOG(INFO) << "th " << tid << " done in " << runtime_ms.count() << " ms";
  };


  std::vector<std::thread> read_ths;
  for (int i = 0; i< num_readers; i++) {
    read_ths.emplace_back(read_fn, i);
  }

  ret = api.registerCallback(domain, kineto_cbid, atomic_cb);
  EXPECT_TRUE(ret) << "Failed to add callback";

  for (auto& t : read_ths) {
    t.join();
  }

  //EXPECT_GT(simple_cb_calls, 0)
  //  << "Atomic callback should have been called at least once.";

  api.deleteCallback(domain, kineto_cbid, empty_cb);
  api.deleteCallback(domain, kineto_cbid, atomic_cb);
}

TEST(CuptiCallbackApiTest, Bechmark) {

  constexpr int iters = 1000;
  // atomic bench a number of times to get a baseline

  const CUpti_CallbackDomain domain = CUPTI_CB_DOMAIN_RUNTIME_API;
  const CUpti_CallbackId cbid = CUPTI_RUNTIME_TRACE_CBID_cudaLaunchKernel_v7000;
  const CuptiCallbackApi::CuptiCallBackID kineto_cbid =
    CuptiCallbackApi::CUDA_LAUNCH_KERNEL;

  LOG(INFO) << "Iteration count = " << iters;

  const bool use_empty = true;
  auto cbfn = use_empty ? &empty_cb : &atomic_cb;

  // warmup
  for (int i = 0; i < 50; i++) {
    (*cbfn)(domain, cbid, nullptr);
  }

  auto start_ts = high_resolution_clock::now();
  for (int i = 0; i < iters; i++) {
    (*cbfn)(domain, cbid, nullptr);
  }
  auto delta_baseline_ns = duration_cast<nanoseconds>(
      high_resolution_clock::now() - start_ts);
  LOG(INFO) << "Baseline runtime  = " << delta_baseline_ns.count() << " ns";


  auto& api = CuptiCallbackApi::singleton();
  bool ret = api.registerCallback(domain, kineto_cbid, cbfn);
  EXPECT_TRUE(ret) << "Failed to add callback";

  // warmup
  for (int i = 0; i < 50; i++) {
    api.__callback_switchboard(domain, cbid, nullptr);
  }

  start_ts = high_resolution_clock::now();
  for (int i = 0; i < iters; i++) {
    api.__callback_switchboard(domain, cbid, nullptr);
  }

  auto delta_callback_ns = duration_cast<nanoseconds>(
      high_resolution_clock::now() - start_ts);
  LOG(INFO) << "Callback runtime  = " << delta_callback_ns.count() << " ns";

  LOG(INFO) << "Callback runtime per iteration = " <<
    (delta_callback_ns.count() - delta_baseline_ns.count()) / (double) iters
    << " ns";

}