FazBrowse GitHub Viewer
|
Trending
|
URL:
|
Home
Tools:
[Download Repo ZIP]
[View Raw Code]
[Original HTTPS Page]
taskflow/benchmarks/data_pipeline/taskflow.cpp at master · ModuleWorks/taskflow · GitHub
ModuleWorks
/
taskflow
Public
forked from
taskflow/taskflow
Notifications
You must be signed in to change notification settings
Fork
0
Star
0
Code
Pull requests
0
Actions
Projects
Security and quality
0
Insights
Additional navigation options
Code
Pull requests
Actions
Projects
Security and quality
Insights
Expand file tree
Breadcrumbs
taskflow
/
benchmarks
/
data_pipeline
/
taskflow.cpp
Copy path
More file actions
More file actions
Latest commit
History
History
History
672 lines (572 loc) · 24 KB
Breadcrumbs
taskflow
/
benchmarks
/
data_pipeline
/
taskflow.cpp
Copy path
File metadata and controls
672 lines (572 loc) · 24 KB
Raw
Copy raw file
Download raw file
Open symbols panel
Edit and raw actions
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
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
#
include
"
data_pipeline.hpp
"
#
include
<
taskflow/taskflow.hpp
>
#
include
<
taskflow/algorithm/data_pipeline.hpp
>
namespace
{
//
my convert function
auto
int2string = [](
int
& input) -> std::string {
work_int
(input);
return
std::to_string
(input);
};
auto
string2int = [](std::string& input) ->
int
{
work_string
(input);
return
std::stoi
(input);
};
auto
int2float = [](
int
& input) ->
float
{
work_int
(input);
return
input *
1.0
;
};
auto
float2int = [](
float
& input) ->
int
{
work_float
(input);
return
(
int
)input;
};
auto
int2vector = [](
int
& input) -> std::vector<
int
> {
work_int
(input);
return
std::vector{input};
};
auto
vector2int = [](std::vector<
int
>& input) ->
int
{
work_vector
(input);
return
input[
0
];
};
auto
int2int = [](
int
& input) {
work_int
(input);
return
input;
};
auto
int2void = [](
int
& input) {
work_int
(input); };
tf::PipeType
to_pipe_type
(
char
t) {
return
t ==
'
s
'
? tf::PipeType::
SERIAL
: tf::PipeType::
PARALLEL
;
}
//
parallel_pipeline_taskflow_1_pipe
std::chrono::microseconds
parallel_pipeline_taskflow_1_pipe
(
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
void
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
void
{
if
(pf.
token
() == size) {
pf.
stop
();
}
})
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_2_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_2_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
1
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_3_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_3_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
1
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
2
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_4_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_4_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
3
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_5_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_5_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
3
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
4
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_6_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_6_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
5
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_7_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_7_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
5
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
6
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_8_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_8_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
7
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_9_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_9_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
7
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
8
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_10_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_10_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
9
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_11_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_11_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
9
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
10
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_12_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_12_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
9
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
10
]), string2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
11
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_13_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_13_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
9
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
10
]), string2int),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
11
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
12
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_14_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_14_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
9
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
10
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
11
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
12
]), vector2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
13
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_15_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_15_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
9
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
10
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
11
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
12
]), vector2int),
tf::make_data_pipe<
int
,
int
>(
to_pipe_type
(pipes[
13
]), int2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
14
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
//
parallel_pipeline_taskflow_16_pipes
std::chrono::microseconds
parallel_pipeline_taskflow_16_pipes
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
tf::Taskflow taskflow;
tf::Executor
executor
(num_threads);
auto
beg =
std::chrono::high_resolution_clock::now
();
tf::DataPipeline
pl
(num_lines,
tf::make_data_pipe<tf::Pipeflow&,
int
>(tf::PipeType::
SERIAL
, [size](tf::Pipeflow& pf) ->
int
{
if
(pf.
token
() == size) {
pf.
stop
();
return
0
;
}
else
{
return
pf.
token
();
}
}),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
1
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
2
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
3
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
4
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
5
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
6
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
7
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
8
]), float2int),
tf::make_data_pipe<
int
, std::string>(
to_pipe_type
(pipes[
9
]), int2string),
tf::make_data_pipe<std::string,
int
>(
to_pipe_type
(pipes[
10
]), string2int),
tf::make_data_pipe<
int
, std::vector<
int
> >(
to_pipe_type
(pipes[
11
]), int2vector),
tf::make_data_pipe<std::vector<
int
>,
int
>(
to_pipe_type
(pipes[
12
]), vector2int),
tf::make_data_pipe<
int
,
float
>(
to_pipe_type
(pipes[
13
]), int2float),
tf::make_data_pipe<
float
,
int
>(
to_pipe_type
(pipes[
14
]), float2int),
tf::make_data_pipe<
int
,
void
>(
to_pipe_type
(pipes[
15
]), int2void)
);
taskflow.
composed_of
(pl);
executor.
run
(taskflow).
wait
();
auto
end =
std::chrono::high_resolution_clock::now
();
return
std::chrono::duration_cast<std::chrono::microseconds>(end - beg);
}
}
//
namespace
std::chrono::microseconds
measure_time_taskflow
(
std::string pipes,
unsigned
num_lines,
unsigned
num_threads,
size_t
size) {
std::chrono::microseconds elapsed;
switch
(pipes.
size
()) {
case
1
:
elapsed =
parallel_pipeline_taskflow_1_pipe
(num_lines, num_threads, size);
break
;
case
2
:
elapsed =
parallel_pipeline_taskflow_2_pipes
(pipes, num_lines, num_threads, size);
break
;
case
3
:
elapsed =
parallel_pipeline_taskflow_3_pipes
(pipes, num_lines, num_threads, size);
break
;
case
4
:
elapsed =
parallel_pipeline_taskflow_4_pipes
(pipes, num_lines, num_threads, size);
break
;
case
5
:
elapsed =
parallel_pipeline_taskflow_5_pipes
(pipes, num_lines, num_threads, size);
break
;
case
6
:
elapsed =
parallel_pipeline_taskflow_6_pipes
(pipes, num_lines, num_threads, size);
break
;
case
7
:
elapsed =
parallel_pipeline_taskflow_7_pipes
(pipes, num_lines, num_threads, size);
break
;
case
8
:
elapsed =
parallel_pipeline_taskflow_8_pipes
(pipes, num_lines, num_threads, size);
break
;
case
9
:
elapsed =
parallel_pipeline_taskflow_9_pipes
(pipes, num_lines, num_threads, size);
break
;
case
10
:
elapsed =
parallel_pipeline_taskflow_10_pipes
(pipes, num_lines, num_threads, size);
break
;
case
11
:
elapsed =
parallel_pipeline_taskflow_11_pipes
(pipes, num_lines, num_threads, size);
break
;
case
12
:
elapsed =
parallel_pipeline_taskflow_12_pipes
(pipes, num_lines, num_threads, size);
break
;
case
13
:
elapsed =
parallel_pipeline_taskflow_13_pipes
(pipes, num_lines, num_threads, size);
break
;
case
14
:
elapsed =
parallel_pipeline_taskflow_14_pipes
(pipes, num_lines, num_threads, size);
break
;
case
15
:
elapsed =
parallel_pipeline_taskflow_15_pipes
(pipes, num_lines, num_threads, size);
break
;
case
16
:
elapsed =
parallel_pipeline_taskflow_16_pipes
(pipes, num_lines, num_threads, size);
break
;
default
:
throw
std::runtime_error
(
"
can support only up to 16 pipes
"
);
break
;
}
//
std::ofstream outputfile;
//
outputfile.open("./build/benchmarks/tf_time.csv", std::ofstream::app);
//
outputfile << num_threads << ','
//
<< num_lines << ','
//
<< pipes << ','
//
<< size << ','
//
<< elapsed.count()/1e3 << '\n';
//
outputfile.close();
return
elapsed;
}
Back
|
FazBrowse Home
|
New Git URL