Datasets:
NYUGPUClass
/
GEMM_dataset

Dataset card Data Studio Files
xet
Community
1
gpu_name
stringclasses
4 values
device_id
int64
0
0
cc_major
int64
5
8
cc_minor
int64
0
9
sm_count
int64
24
80
l2_size_bytes
int64
3.15M
37.7M
shared_mem_per_sm
int64
65.5k
102k
total_global_mem
int64
11.3B
12.8B
mem_bandwidth_GBps_est
float64
336
653
peak_flops_fp32_GFLOPs_est
float64
8.96k
35.4k
driver_version
int64
13k
13k
cuda_runtime_version
int64
12k
12k
max_threads_per_sm
int64
1.02k
2.05k
max_threads_per_block
int64
1.02k
1.02k
warp_size
int64
32
32
M
int64
128
8.19k
N
int64
128
8.19k
K
int64
128
8.19k
precision
stringclasses
1 value
repeats
int64
10
10
inner_iters
int64
100
100
algorithm
stringclasses
1 value
seed
int64
201M
3.54B
tile_width
int64
16
16
theoretical_occupancy
float64
1
1
blocks_per_sm
int64
4
8
grid_x
int64
8
512
grid_y
int64
8
512
block_x
int64
16
16
block_y
int64
16
16
registers_per_thread
int64
31
36
shared_mem_per_block
int64
2.18k
2.18k
time_ms_mean
float64
0.01
157
time_ms_median
float64
0.01
157
time_ms_p95
float64
0.01
157
time_ms_stddev
float64
0
20.6
gflops_mean
float64
2.39
16.5k
gflops_median
float64
2.39
16.5k
gflops_p95
float64
2.39
16.5k
actual_clock_mhz
int64
1.24k
2.76k
actual_mem_clock_mhz
int64
850
10.3k
temperature_c
float64
36
84
power_watts
float64
50.6
249
ops_total
int64
5.3M
913B
io_bytes_theoretical
int64
231k
713M
gops_over_peak_mean
float64
0
0.75
arithmetic_intensity_ops_per_byte
float64
23
1.28k
memory_throughput_GBps
float64
0.1
221
memory_efficiency_pct
float64
0.02
43.8
compute_efficiency_pct
float64
0.01
75.4
peak_flops_fp32_GFLOPs_actual
float64
7.61k
32.5k
compute_efficiency_actual_pct
float64
0.01
98.6
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
4,469
6,666
284
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
417
280
16
16
32
2,176
1.355285
1.355223
1.356032
0.000612
12,485.142
12,485.709
12,478.261
1,335
850
60
139.88
16,920,921,072
131,810,776
0.698312
128.37282
97.257
14.898
69.831
13,670.4
91.33
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
130
2,491
5,717
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
156
9
16
16
32
2,176
0.4547
0.454892
0.455424
0.000708
8,143.11
8,139.682
8,130.165
1,335
850
60
146.63
3,702,672,220
61,232,348
0.455456
60.469218
134.665
20.629
45.546
13,670.4
59.567
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
191
1,212
680
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
76
12
16
16
32
2,176
0.049972
0.049961
0.050094
0.000095
6,300.082
6,301.502
6,284.757
1,335
850
59
88.5
314,829,120
4,742,128
0.352373
66.38984
94.895
14.537
35.237
13,670.4
46.086
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
320
6,797
7,071
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
425
20
16
16
32
2,176
2.452577
2.452644
2.452664
0.000092
12,541.67
12,541.33
12,541.225
1,335
850
60
108.81
30,759,415,680
209,997,388
0.701473
146.47523
85.623
13.116
70.147
13,670.4
91.743
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,543
6,128
1,201
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
383
222
16
16
32
2,176
4.078203
4.079452
4.08062
0.002955
12,787.748
12,783.832
12,780.175
1,335
850
61
137.6
52,151,032,608
133,305,500
0.715237
391.214411
32.687
5.007
71.524
13,670.4
93.543
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,092
1,596
203
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
100
319
16
16
32
2,176
0.30493
0.304937
0.305213
0.000224
10,820.502
10,820.249
10,810.448
1,335
850
61
157.24
3,299,493,792
37,937,984
0.605206
86.97072
124.415
19.059
60.521
13,670.4
79.153
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,546
2,032
135
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
127
410
16
16
32
2,176
0.30358
0.303688
0.303985
0.000419
11,830.14
11,825.957
11,814.404
1,335
850
60
140.91
3,591,397,440
57,838,008
0.661676
62.094072
190.52
29.185
66.168
13,670.4
86.538
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,654
150
2,629
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
10
166
16
16
32
2,176
0.220598
0.220323
0.22185
0.000858
9,488.79
9,500.661
9,435.265
1,335
850
61
167.29
2,093,209,800
31,079,264
0.530721
67.350688
140.886
21.582
53.072
13,670.4
69.411
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,004
1,443
249
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
91
313
16
16
32
2,176
0.332664
0.332759
0.334263
0.001513
10,809.55
10,806.451
10,757.829
1,335
850
60
131.4
3,595,944,456
35,304,300
0.604593
101.855708
106.126
16.257
60.459
13,670.4
79.073
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
827
1,686
283
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
106
52
16
16
32
2,176
0.090282
0.09046
0.090735
0.00047
8,741.361
8,724.131
8,697.67
1,335
850
60
131.6
789,186,252
8,422,004
0.488917
93.705281
93.286
14.29
48.892
13,670.4
63.944
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,605
4,997
4,059
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
313
413
16
16
32
2,176
20.434401
20.434811
20.435139
0.000711
13,112.011
13,111.748
13,111.537
1,335
850
60
121.39
267,936,091,830
320,390,812
0.733373
836.27895
15.679
2.402
73.337
13,670.4
95.915
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,682
6,095
4,831
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
381
106
16
16
32
2,176
9.258348
9.260616
9.283246
0.028421
10,698.754
10,696.135
10,670.061
1,335
850
61
138.24
99,052,794,980
191,289,908
0.598396
517.815059
20.661
3.165
59.84
13,670.4
78.262
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,733
2,897
6,851
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
182
359
16
16
32
2,176
18.568497
18.587515
18.600682
0.034591
12,255.687
12,243.147
12,234.48
1,335
850
63
157.81
227,569,680,702
302,930,524
0.685478
751.227304
16.314
2.499
68.548
13,670.4
89.651
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,166
156
4,501
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
10
136
16
16
32
2,176
0.35568
0.35582
0.357151
0.001366
8,551.894
8,548.531
8,516.684
1,335
850
62
144.12
3,041,739,792
43,156,872
0.47832
70.481007
121.336
18.587
47.832
13,670.4
62.558
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,010
2,646
360
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
166
126
16
16
32
2,176
0.333954
0.333896
0.334254
0.000171
11,466.518
11,468.526
11,456.229
1,335
850
62
156.56
3,829,291,200
27,978,480
0.641339
136.865591
83.779
12.834
64.134
13,670.4
83.878
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,430
3,133
2,747
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
196
90
16
16
32
2,176
2.056612
2.05653
2.057421
0.000588
11,968.309
11,968.785
11,963.602
1,335
850
63
160.11
24,614,163,860
68,059,004
0.669404
361.659184
33.093
5.069
66.94
13,670.4
87.549
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,817
6,779
2,227
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
424
364
16
16
32
2,176
13.371169
13.371576
13.372672
0.001172
13,135.468
13,135.068
13,133.991
1,335
850
61
146.02
175,636,555,122
269,938,940
0.734685
650.652904
20.188
3.093
73.469
13,670.4
96.087
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
246
1,296
445
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
81
16
16
16
32
2,176
0.05759
0.057764
0.058214
0.000875
4,927.023
4,912.178
4,874.159
1,335
850
61
110.41
283,746,240
4,020,024
0.275575
70.58322
69.804
10.693
27.558
13,670.4
36.042
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,205
197
5,862
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
13
138
16
16
32
2,176
0.538584
0.539587
0.541164
0.002428
9,455.776
9,438.207
9,410.704
1,335
850
62
171.97
5,092,729,740
58,059,636
0.528875
87.715495
107.801
16.514
52.887
13,670.4
69.17
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,994
138
481
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
188
16
16
32
2,176
0.06467
0.064778
0.064942
0.000287
6,146.184
6,135.879
6,120.399
1,335
850
62
130.21
397,471,464
7,678,656
0.343765
51.763155
118.737
18.189
34.376
13,670.4
44.96
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,074
7,884
4,191
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
493
130
16
16
32
2,176
10.645293
10.644419
10.650563
0.004576
12,874.946
12,876.003
12,868.575
1,335
850
63
169.29
137,057,568,912
232,341,576
0.720114
589.896872
21.826
3.343
72.011
13,670.4
94.181
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
203
433
185
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
28
13
16
16
32
2,176
0.019535
0.019538
0.019579
0.000065
1,664.857
1,664.59
1,661.108
1,335
850
62
64.01
32,522,630
822,236
0.093118
39.553887
42.091
6.448
9.312
13,670.4
12.179
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,077
318
7,731
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
20
130
16
16
32
2,176
0.898215
0.898284
0.898673
0.00042
11,369.7
11,368.832
11,363.91
1,335
850
63
130.89
10,212,434,532
76,704,924
0.635923
133.13923
85.397
13.082
63.592
13,670.4
83.17
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,683
559
6,891
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
35
418
16
16
32
2,176
4.217746
4.220222
4.226662
0.007188
12,207.171
12,200.009
12,181.421
1,335
850
64
184.43
51,486,754,254
214,561,676
0.682764
239.962491
50.871
7.793
68.276
13,670.4
89.296
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,248
485
135
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
31
78
16
16
32
2,176
0.029796
0.029798
0.02985
0.000082
5,484.74
5,484.375
5,474.968
1,335
850
62
94.72
163,425,600
3,356,940
0.306769
48.682908
112.663
17.258
30.677
13,670.4
40.121
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
7,225
7,553
7,137
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
473
452
16
16
32
2,176
59.889029
59.891484
59.89207
0.003611
13,006.36
13,005.826
13,005.699
1,335
850
61
140.08
778,938,246,450
640,164,044
0.727464
1,216.779127
10.689
1.637
72.746
13,670.4
95.142
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,766
1,466
128
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
92
361
16
16
32
2,176
0.204054
0.204084
0.204554
0.000462
10,604.85
10,603.29
10,578.89
1,335
850
60
103.67
2,163,956,736
37,514,608
0.593144
57.683043
183.847
28.163
59.314
13,670.4
77.575
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
4,880
179
629
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
12
305
16
16
32
2,176
0.121866
0.121897
0.122358
0.000431
9,017.173
9,014.894
8,980.944
1,335
850
61
155.16
1,098,888,160
16,222,524
0.504343
67.738421
133.118
20.392
50.434
13,670.4
65.961
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,671
2,275
128
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
143
105
16
16
32
2,176
0.108313
0.108308
0.10839
0.000058
8,985.023
8,985.358
8,978.567
1,335
850
60
119.74
973,190,400
17,226,452
0.502545
56.493955
159.044
24.363
50.255
13,670.4
65.726
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,665
1,917
216
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
120
417
16
16
32
2,176
0.461752
0.461906
0.463411
0.001245
11,953.553
11,949.575
11,910.76
1,335
850
60
105
5,519,579,760
58,522,068
0.668579
94.316212
126.739
19.415
66.858
13,670.4
87.441
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,394
135
789
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
213
16
16
32
2,176
0.109734
0.109804
0.109916
0.000172
6,588.88
6,584.705
6,577.957
1,335
850
61
138.21
723,023,820
12,970,284
0.368525
55.744641
118.198
18.106
36.853
13,670.4
48.198
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,592
510
273
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
32
225
16
16
32
2,176
0.101288
0.101376
0.101448
0.000176
9,875.095
9,866.52
9,859.549
1,335
850
60
120.52
1,000,228,320
11,807,064
0.552328
84.714398
116.569
17.857
55.233
13,670.4
72.237
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
278
169
1,476
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
11
18
16
16
32
2,176
0.042913
0.042926
0.043018
0.000099
3,231.923
3,230.923
3,224.001
1,335
850
60
90.16
138,690,864
2,827,016
0.180766
49.059101
65.878
10.092
18.077
13,670.4
23.642
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,122
318
2,764
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
20
383
16
16
32
2,176
0.901849
0.903762
0.908933
0.006773
11,933.137
11,907.88
11,840.132
1,335
850
61
154.18
10,761,888,288
78,987,824
0.667437
136.247433
87.584
13.417
66.744
13,670.4
87.292
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
139
2,896
409
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
181
9
16
16
32
2,176
0.058176
0.058194
0.058348
0.00015
5,660.039
5,658.34
5,643.444
1,335
850
60
115.3
329,280,992
6,575,436
0.316574
50.077439
113.026
17.314
31.657
13,670.4
41.404
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,608
1,075
4,289
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
68
101
16
16
32
2,176
1.288441
1.288468
1.288683
0.000218
11,508.431
11,508.186
11,506.268
1,335
850
60
133.18
14,827,930,800
52,943,948
0.643683
280.068475
41.091
6.295
64.368
13,670.4
84.185
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,783
3,323
168
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
208
424
16
16
32
2,176
0.610869
0.610908
0.611
0.000118
12,397.759
12,396.969
12,395.099
1,335
850
60
142.03
7,573,409,424
96,950,868
0.693424
78.115953
158.71
24.312
69.342
13,670.4
90.691
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
148
129
421
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
10
16
16
32
2,176
0.020652
0.020594
0.020849
0.000148
778.393
780.605
771.056
1,335
850
60
75.95
16,075,464
542,836
0.043537
29.61385
26.285
4.026
4.354
13,670.4
5.694
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
436
1,680
2,407
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
105
28
16
16
32
2,176
0.345562
0.345559
0.346747
0.001343
10,204.125
10,204.215
10,169.259
1,335
850
61
156.76
3,526,158,720
23,302,768
0.570731
151.319308
67.434
10.33
57.073
13,670.4
74.644
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
4,623
402
275
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
26
289
16
16
32
2,176
0.118591
0.118588
0.118774
0.000144
8,619.044
8,619.286
8,605.818
1,335
850
61
142.96
1,022,145,300
12,961,284
0.482075
78.861423
109.294
16.742
48.208
13,670.4
63.049
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
605
1,119
1,671
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
70
38
16
16
32
2,176
0.243437
0.24363
0.244746
0.001587
9,294.074
9,286.691
9,244.351
1,335
850
61
136.78
2,262,517,290
14,231,196
0.519831
158.982934
58.46
8.955
51.983
13,670.4
67.987
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
132
140
1,073
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
9
16
16
32
2,176
0.026517
0.026501
0.026541
0.00008
1,495.598
1,496.468
1,494.195
1,335
850
60
81.8
39,658,080
1,241,344
0.083651
31.947695
46.814
7.171
8.365
13,670.4
10.94
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,904
4,059
6,036
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
254
244
16
16
32
2,176
14.589159
14.588824
14.593823
0.003535
13,112.268
13,112.569
13,108.078
1,335
850
60
147.67
191,296,968,192
255,644,016
0.733388
748.294332
17.523
2.684
73.339
13,670.4
95.917
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,010
166
2,682
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
11
126
16
16
32
2,176
0.223598
0.223785
0.22401
0.000493
8,004.345
7,997.643
7,989.6
1,335
850
61
164.82
1,789,752,240
24,678,768
0.447694
72.521944
110.371
16.907
44.769
13,670.4
58.552
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,091
695
5,285
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
44
319
16
16
32
2,176
3.030601
3.030897
3.031409
0.000987
12,340.54
12,339.335
12,337.251
1,335
850
61
164.82
37,399,249,650
136,469,020
0.690224
274.049375
45.03
6.898
69.022
13,670.4
90.272
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
278
3,368
3,056
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
211
18
16
16
32
2,176
0.508674
0.508682
0.508989
0.000227
11,250.211
11,250.029
11,243.247
1,335
850
61
155.78
5,722,690,048
48,313,920
0.62924
118.448059
94.98
14.55
62.924
13,670.4
82.296
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
128
1,147
509
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
72
8
16
16
32
2,176
0.031233
0.031232
0.031282
0.000063
4,785.283
4,785.435
4,777.749
1,335
850
60
85.22
149,458,688
3,183,164
0.267648
46.952871
101.917
15.612
26.765
13,670.4
35.005
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,871
1,927
5,052
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
121
242
16
16
32
2,176
7.247945
7.246264
7.312466
0.05823
10,398.803
10,401.215
10,307.05
1,335
850
61
153.53
75,369,949,368
147,003,652
0.58162
512.708007
20.282
3.107
58.162
13,670.4
76.068
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,656
6,486
3,401
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
406
104
16
16
32
2,176
5.76741
5.768141
5.770373
0.002413
12,667.564
12,665.958
12,661.059
1,335
850
61
147.96
73,059,030,432
153,727,032
0.708515
475.251681
26.654
4.083
70.851
13,670.4
92.664
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,917
3,426
1,533
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
215
433
16
16
32
2,176
5.979467
5.980232
5.981
0.001365
12,151.078
12,149.524
12,147.964
1,335
850
60
127.89
72,656,970,372
158,213,844
0.679627
459.232698
26.46
4.053
67.963
13,670.4
88.886
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,073
2,342
1,199
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
147
193
16
16
32
2,176
1.44675
1.446789
1.446984
0.000289
11,929.029
11,928.708
11,927.104
1,335
850
61
163.27
17,258,324,468
54,758,204
0.667207
315.173311
37.849
5.798
66.721
13,670.4
87.262
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,615
345
2,211
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
22
101
16
16
32
2,176
0.244016
0.244204
0.244664
0.000501
10,096.978
10,089.239
10,070.237
1,335
850
61
153.41
2,463,827,850
19,562,940
0.564738
125.943639
80.171
12.281
56.474
13,670.4
73.86
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,556
4,266
153
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
267
348
16
16
32
2,176
0.626543
0.626657
0.62679
0.000206
11,575.877
11,573.758
11,571.301
1,335
850
60
143.88
7,252,780,176
100,818,648
0.647455
71.938876
160.913
24.65
64.746
13,670.4
84.678
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
283
1,611
634
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
101
18
16
16
32
2,176
0.07735
0.077261
0.077609
0.000262
7,473.801
7,482.419
7,448.852
1,335
850
60
132.21
578,097,684
6,626,836
0.41802
87.235852
85.674
13.124
41.802
13,670.4
54.671
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
128
142
4,444
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
8
16
16
32
2,176
0.044504
0.044493
0.044564
0.000089
3,629.957
3,630.886
3,625.046
1,335
850
60
89.46
161,548,288
4,872,224
0.203029
33.156991
109.478
16.771
20.303
13,670.4
26.553
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,353
7,295
367
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
456
85
16
16
32
2,176
0.605148
0.605819
0.608553
0.002538
11,971.744
11,958.49
11,904.763
1,335
850
60
146.84
7,244,679,090
52,175,804
0.669597
138.851317
86.22
13.208
66.96
13,670.4
87.574
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
215
7,334
2,327
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
459
14
16
16
32
2,176
0.725286
0.724471
0.729661
0.004422
10,118.04
10,129.423
10,057.369
1,335
850
60
154.31
7,338,473,740
76,573,332
0.565916
95.835894
105.577
16.173
56.592
13,670.4
74.014
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,569
1,216
907
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
76
161
16
16
32
2,176
0.513054
0.513075
0.513434
0.000355
11,045.165
11,044.7
11,036.99
1,335
850
61
176.08
5,666,761,856
26,227,596
0.617772
216.061047
51.121
7.831
61.777
13,670.4
80.796
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
128
864
5,285
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
54
8
16
16
32
2,176
0.146936
0.146872
0.147098
0.000212
7,955.562
7,959.004
7,946.815
1,335
850
60
128.96
1,168,957,440
21,413,248
0.444966
54.590384
145.732
22.324
44.497
13,670.4
58.196
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,233
5,988
2,887
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
375
78
16
16
32
2,176
3.371091
3.37109
3.371182
0.000089
12,645.942
12,645.946
12,645.6
1,335
850
60
142.45
42,630,619,896
112,920,924
0.707305
377.526311
33.497
5.131
70.731
13,670.4
92.506
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
7,165
2,550
154
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
160
448
16
16
32
2,176
0.48188
0.481997
0.482038
0.000198
11,677.995
11,675.162
11,674.17
1,335
850
60
140.57
5,627,391,000
79,067,440
0.653167
71.17204
164.081
25.135
65.317
13,670.4
85.425
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,389
6,357
3,090
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
398
400
16
16
32
2,176
18.999023
19.002614
19.019623
0.017094
13,211.201
13,208.705
13,196.892
1,335
850
60
141.25
250,999,915,140
320,000,052
0.738921
784.374607
16.843
2.58
73.892
13,670.4
96.641
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
4,808
3,110
1,161
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
195
301
16
16
32
2,176
2.804832
2.805391
2.80961
0.004246
12,378.846
12,376.38
12,357.795
1,335
850
61
161.71
34,720,587,360
96,582,712
0.692366
359.490706
34.434
5.275
69.237
13,670.4
90.552
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,087
1,347
133
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
85
131
16
16
32
2,176
0.087376
0.087388
0.087459
0.000066
8,558.165
8,556.983
8,550.001
1,335
850
60
85.9
747,776,274
13,071,644
0.47867
57.205985
149.603
22.917
47.867
13,670.4
62.604
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,767
4,951
197
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
310
361
16
16
32
2,176
0.912172
0.912056
0.91222
0.000547
12,332.82
12,334.383
12,332.168
1,335
850
61
149.54
11,249,652,298
122,655,452
0.689792
91.717507
134.465
20.598
68.979
13,670.4
90.216
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
549
2,353
3,264
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
148
35
16
16
32
2,176
0.76821
0.768307
0.768543
0.000284
10,977.273
10,975.884
10,972.521
1,335
850
61
165.2
8,432,850,816
43,055,700
0.613974
195.859104
56.047
8.586
61.397
13,670.4
80.3
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,775
1,255
448
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
79
174
16
16
32
2,176
0.275474
0.275651
0.278129
0.002033
11,327.487
11,320.246
11,219.384
1,335
850
61
156.59
3,120,432,000
21,152,260
0.633562
147.522392
76.785
11.762
63.356
13,670.4
82.861
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
441
2,339
281
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
147
28
16
16
32
2,176
0.074158
0.074137
0.07424
0.000054
7,817.131
7,819.378
7,808.492
1,335
850
60
99.49
579,702,438
7,250,716
0.437223
79.951061
97.774
14.978
43.722
13,670.4
57.183
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
7,598
313
5,890
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
20
475
16
16
32
2,176
2.493257
2.49132
2.502389
0.008674
11,236.264
11,244.997
11,195.256
1,335
850
62
174.94
28,014,889,720
195,895,856
0.62846
143.009098
78.57
12.036
62.846
13,670.4
82.194
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
4,275
635
6,967
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
40
268
16
16
32
2,176
3.007598
3.008532
3.009995
0.002779
12,576.674
12,572.77
12,566.659
1,335
850
60
138.92
37,825,584,750
147,690,380
0.703431
256.114073
49.106
7.522
70.343
13,670.4
91.999
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,856
3,102
1,898
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
194
429
16
16
32
2,176
6.455042
6.455337
6.45632
0.002348
12,506.614
12,506.042
12,504.138
1,335
850
62
174.44
80,730,716,352
160,670,384
0.699513
502.461713
24.891
3.813
69.951
13,670.4
91.487
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
7,459
5,453
3,468
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
341
467
16
16
32
2,176
21.429961
21.430098
21.43021
0.000342
13,164.483
13,164.399
13,164.33
1,335
850
61
148.4
282,114,357,672
341,810,972
0.736308
825.351966
15.95
2.443
73.631
13,670.4
96.299
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,189
1,874
5,249
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
118
137
16
16
32
2,176
3.402777
3.402793
3.402885
0.000093
12,655.767
12,655.706
12,655.364
1,335
850
61
143
43,064,748,628
101,715,492
0.707855
423.384361
29.892
4.579
70.785
13,670.4
92.578
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,668
6,833
6,068
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
428
230
16
16
32
2,176
23.443163
23.443403
23.443774
0.000866
12,974.783
12,974.65
12,974.445
1,335
850
58
122.42
304,169,956,384
355,134,048
0.725698
856.493367
15.149
2.321
72.57
13,670.4
94.912
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
132
183
4,376
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
12
9
16
16
32
2,176
0.044988
0.044964
0.045107
0.000083
4,699.303
4,701.852
4,686.909
1,335
850
58
89.46
211,413,312
5,610,384
0.262839
37.682503
124.708
19.104
26.284
13,670.4
34.376
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
5,379
3,323
1,328
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
208
337
16
16
32
2,176
3.673689
3.673252
3.68767
0.012236
12,922.828
12,924.366
12,873.835
1,335
850
59
141.82
47,474,451,552
117,722,692
0.722792
403.273581
32.045
4.909
72.279
13,670.4
94.531
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,349
132
3,756
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
85
16
16
32
2,176
0.171576
0.171551
0.171837
0.000239
7,796.219
7,797.384
7,784.373
1,335
850
59
114.23
1,337,646,816
22,962,816
0.436054
58.252734
133.834
20.502
43.605
13,670.4
57.03
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,697
1,256
985
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
79
232
16
16
32
2,176
0.810387
0.810404
0.812165
0.001347
11,287.885
11,287.658
11,263.174
1,335
850
58
78.5
9,147,561,040
38,088,548
0.631347
240.165654
47
7.2
63.135
13,670.4
82.572
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,303
502
135
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
32
144
16
16
32
2,176
0.044204
0.044206
0.044246
0.000048
7,061.552
7,061.215
7,054.831
1,335
850
58
95.89
312,148,620
6,139,124
0.394963
50.845792
138.882
21.275
39.496
13,670.4
51.656
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,300
946
6,482
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
60
207
16
16
32
2,176
3.353337
3.353661
3.35403
0.000806
12,068.879
12,067.71
12,066.384
1,335
850
59
158.95
40,471,015,200
122,577,488
0.675029
330.166786
36.554
5.6
67.503
13,670.4
88.285
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,294
5,680
326
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
355
144
16
16
32
2,176
0.69566
0.695726
0.695849
0.000313
12,212.163
12,210.995
12,208.84
1,335
850
59
137.56
8,495,507,840
62,517,776
0.683044
135.889476
89.868
13.767
68.304
13,670.4
89.333
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
197
3,816
1,791
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
239
13
16
16
32
2,176
0.293966
0.293857
0.294533
0.000432
9,160.164
9,163.549
9,142.522
1,335
850
59
142.84
2,692,775,664
31,756,140
0.512341
84.795434
108.027
16.548
51.234
13,670.4
67.007
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
855
4,766
182
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
298
54
16
16
32
2,176
0.148925
0.148992
0.149094
0.000202
9,959.853
9,955.418
9,948.56
1,335
850
59
130.26
1,483,274,520
20,391,808
0.557069
72.738745
136.926
20.975
55.707
13,670.4
72.857
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
479
304
5,189
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
19
30
16
16
32
2,176
0.155303
0.15531
0.155341
0.000049
9,730.679
9,730.23
9,728.306
1,335
850
59
138.24
1,511,202,848
16,834,412
0.544251
89.768674
108.397
16.605
54.425
13,670.4
71.181
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,312
781
1,366
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
49
395
16
16
32
2,176
1.127326
1.127035
1.128909
0.001504
11,946.737
11,949.82
11,929.984
1,335
850
60
172.57
13,467,863,904
58,474,840
0.668198
230.318953
51.87
7.946
66.82
13,670.4
87.391
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
4,651
4,445
394
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
278
291
16
16
32
2,176
1.309225
1.309297
1.30945
0.000223
12,443.141
12,442.461
12,441.001
1,335
850
59
120.26
16,290,871,660
97,030,076
0.695963
167.895073
74.113
11.353
69.596
13,670.4
91.023
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,106
6,731
4,654
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
421
70
16
16
32
2,176
5.544673
5.546107
5.5471
0.002735
12,497.269
12,494.038
12,491.802
1,335
850
61
157.59
69,293,275,688
175,671,536
0.69899
394.447941
31.683
4.853
69.899
13,670.4
91.418
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,541
417
6,865
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
27
97
16
16
32
2,176
0.830383
0.830464
0.830577
0.000272
10,625.044
10,624.009
10,622.568
1,335
850
60
155.81
8,822,856,810
56,337,068
0.594274
156.608377
67.845
10.393
59.427
13,670.4
77.723
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
666
6,855
4,441
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
429
42
16
16
32
2,176
3.315068
3.314985
3.317207
0.001883
12,232.072
12,232.378
12,224.184
1,335
850
61
161.18
40,550,149,260
151,864,764
0.684157
267.014864
45.81
7.018
68.416
13,670.4
89.479
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
168
1,286
288
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
81
11
16
16
32
2,176
0.039533
0.039526
0.039568
0.00004
3,147.876
3,148.368
3,145.083
1,335
850
59
97.43
124,443,648
2,539,200
0.176065
49.008998
64.231
9.839
17.607
13,670.4
23.027
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
2,497
1,949
1,751
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
122
157
16
16
32
2,176
1.428524
1.42932
1.43187
0.002787
11,930.509
11,923.868
11,902.634
1,335
850
61
166.94
17,043,018,806
50,606,396
0.66729
336.775984
35.426
5.427
66.729
13,670.4
87.273
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,359
166
128
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
11
210
16
16
32
2,176
0.03501
0.03499
0.035164
0.000137
4,077.183
4,079.558
4,059.362
1,335
850
60
98.81
142,744,064
4,035,176
0.228043
35.374929
115.256
17.656
22.804
13,670.4
29.825
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
139
3,972
637
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
249
9
16
16
32
2,176
0.083079
0.083078
0.0832
0.000105
8,466.44
8,466.561
8,454.154
1,335
850
60
135.61
703,385,592
12,683,260
0.47354
55.457792
152.665
23.386
47.354
13,670.4
61.933
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
130
202
129
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
13
9
16
16
32
2,176
0.017235
0.017244
0.017306
0.000083
393.103
392.891
391.496
1,335
850
59
61.77
6,775,080
276,352
0.021987
24.516124
16.034
2.456
2.199
13,670.4
2.876
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,167
1,475
1,939
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
93
386
16
16
32
2,176
2.956923
2.957762
2.961623
0.004374
11,929.817
11,926.431
11,910.884
1,335
850
61
169.47
35,275,548,350
95,656,652
0.667252
368.772559
32.35
4.956
66.725
13,670.4
87.268
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
3,665
2,353
1,091
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
148
230
16
16
32
2,176
1.542853
1.542328
1.546045
0.002798
12,196.246
12,200.393
12,171.06
1,335
850
61
120.4
18,817,011,590
60,757,532
0.682153
309.706648
39.38
6.032
68.215
13,670.4
89.216
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,268
2,470
129
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
155
392
16
16
32
2,176
0.365036
0.365056
0.36523
0.000225
10,942.345
10,941.734
10,936.519
1,335
850
61
128.26
3,994,345,680
66,436,648
0.612021
60.122625
182
27.88
61.202
13,670.4
80.044
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
6,420
3,027
7,906
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
190
402
16
16
32
2,176
23.62651
23.627961
23.635435
0.007381
13,005.728
13,004.929
13,000.818
1,335
850
60
141.74
307,279,972,080
376,485,288
0.727429
816.180557
15.935
2.441
72.743
13,670.4
95.138
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
1,048
2,703
6,207
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
169
66
16
16
32
2,176
3.06778
3.067843
3.067924
0.000155
11,462.909
11,462.675
11,462.369
1,335
850
60
132.89
35,165,684,016
104,460,804
0.641137
336.63999
34.051
5.216
64.114
13,670.4
83.852
NVIDIA TITAN V
0
7
0
80
4,718,592
98,304
12,635,668,480
652.8
17,879.04
13,000
12,040
2,048
1,024
32
311
1,442
5,343
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
91
20
16
16
32
2,176
0.421975
0.42199
0.42283
0.000639
11,356.747
11,356.337
11,333.784
1,335
850
61
159.87
4,792,264,932
39,258,964
0.635199
122.068044
93.036
14.252
63.52
13,670.4
83.075