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
4,865
2,865
2,874
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
180
305
16
16
32
2,176
6.48311
6.483446
6.484992
0.003924
12,357.791
12,357.15
12,354.204
1,335
850
62
166.54
80,116,917,300
144,616,980
0.691189
553.993848
22.307
3.417
69.119
13,670.4
90.398
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
1,989
205
2,467
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
13
125
16
16
32
2,176
0.234074
0.234117
0.234639
0.000345
8,594.774
8,593.194
8,574.068
1,335
850
62
169.24
2,011,813,830
23,281,372
0.480718
86.413027
99.462
15.236
48.072
13,670.4
62.871
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
973
256
823
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
16
61
16
16
32
2,176
0.065726
0.065761
0.065843
0.000117
6,238.048
6,234.654
6,226.897
1,335
850
60
82.29
409,998,848
5,042,220
0.348903
81.313161
76.716
11.752
34.89
13,670.4
45.632
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
1,220
569
562
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
36
77
16
16
32
2,176
0.100104
0.100086
0.10027
0.000145
7,794.455
7,795.897
7,781.567
1,335
850
61
138.07
780,258,320
6,798,392
0.435955
114.771011
67.913
10.403
43.595
13,670.4
57.017
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
1,794
1,275
5,666
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
80
113
16
16
32
2,176
2.117861
2.117939
2.118053
0.000187
12,238.879
12,238.43
12,237.771
1,335
850
60
136.97
25,920,250,200
78,705,216
0.684538
329.333321
37.163
5.693
68.454
13,670.4
89.528
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
137
5,027
4,329
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
315
9
16
16
32
2,176
0.668707
0.669389
0.670095
0.002841
8,916.846
8,907.762
8,898.369
1,335
850
61
148.94
5,962,755,942
92,174,620
0.498732
64.689781
137.84
21.115
49.873
13,670.4
65.227
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
4,949
1,006
7,714
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
63
310
16
16
32
2,176
6.003898
6.003907
6.004285
0.000292
12,793.569
12,793.551
12,792.745
1,335
850
60
130.94
76,811,291,032
203,662,256
0.715562
377.15035
33.922
5.196
71.556
13,670.4
93.586
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
1,399
6,282
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
88
9
16
16
32
2,176
0.274625
0.274647
0.274668
0.000061
8,896.539
8,895.81
8,895.147
1,335
850
60
131.82
2,443,208,004
39,424,708
0.497596
61.971493
143.559
21.991
49.76
13,670.4
65.079
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
1,000
3,441
206
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
216
63
16
16
32
2,176
0.143525
0.143575
0.143606
0.000081
9,877.673
9,874.201
9,872.111
1,335
850
60
122.93
1,417,692,000
17,423,384
0.552472
81.367202
121.396
18.596
55.247
13,670.4
72.256
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
2,047
4,983
581
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
312
128
16
16
32
2,176
0.930058
0.93013
0.930181
0.00013
12,743.969
12,742.987
12,742.294
1,335
850
60
118.08
11,852,633,562
57,138,524
0.712788
207.436817
61.435
9.411
71.279
13,670.4
93.223
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
3,239
1,591
3,124
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
100
203
16
16
32
2,176
2.62355
2.623631
2.624666
0.000671
12,272.495
12,272.113
12,267.277
1,335
850
61
164.43
32,197,499,752
80,968,676
0.686418
397.653776
30.862
4.728
68.642
13,670.4
89.774
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
2,873
268
5,239
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
17
180
16
16
32
2,176
0.769362
0.770816
0.779162
0.006686
10,486.196
10,466.419
10,354.313
1,335
850
62
176.23
8,067,682,792
68,902,652
0.586508
117.088132
89.558
13.719
58.651
13,670.4
76.707
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
599
3,545
1,855
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
222
38
16
16
32
2,176
0.707662
0.707891
0.708198
0.000603
11,132.462
11,128.854
11,124.027
1,335
850
62
172.58
7,878,018,050
39,242,300
0.622654
200.753219
55.453
8.495
62.265
13,670.4
81.435
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
5,036
1,339
309
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
84
315
16
16
32
2,176
0.378339
0.378358
0.378706
0.000346
11,014.715
11,014.179
11,004.054
1,335
850
62
169.75
4,167,300,072
34,852,316
0.616069
119.570248
92.119
14.111
61.607
13,670.4
80.573
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
1,162
4,014
996
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
251
73
16
16
32
2,176
0.808617
0.809236
0.810977
0.002379
11,490.267
11,481.48
11,456.822
1,335
850
61
162.7
9,291,221,856
39,278,256
0.642667
236.548737
48.575
7.441
64.267
13,670.4
84.052
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
6,115
900
5,741
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
57
383
16
16
32
2,176
5.332941
5.333401
5.334661
0.00189
11,849.22
11,848.196
11,845.398
1,335
850
62
152.63
63,191,187,000
183,106,460
0.662744
345.106268
34.335
5.26
66.274
13,670.4
86.678
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
3,199
1,607
2,868
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
101
200
16
16
32
2,176
2.390491
2.391163
2.393928
0.004051
12,335.368
12,331.903
12,317.661
1,335
850
61
112.98
29,487,588,648
75,697,604
0.689935
389.544544
31.666
4.851
68.993
13,670.4
90.234
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
3,289
3,374
1,981
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
211
206
16
16
32
2,176
3.534068
3.53578
3.538596
0.004431
12,440.807
12,434.783
12,424.887
1,335
850
62
171.59
43,966,654,732
97,185,956
0.695832
452.397204
27.5
4.213
69.583
13,670.4
91.005
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
1,505
659
205
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
42
95
16
16
32
2,176
0.05804
0.05802
0.058144
0.000065
7,006.079
7,008.567
6,993.64
1,335
850
61
79.07
406,635,950
5,741,660
0.39186
70.822018
98.925
15.154
39.186
13,670.4
51.25
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
7,451
1,291
5,941
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
81
466
16
16
32
2,176
9.330807
9.331292
9.334394
0.009252
12,249.297
12,248.66
12,244.589
1,335
850
64
184.43
114,295,821,562
246,221,852
0.685121
464.198529
26.388
4.042
68.512
13,670.4
89.605
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
5,818
4,289
1,417
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
269
364
16
16
32
2,176
5.519455
5.520005
5.520568
0.001034
12,812.486
12,811.21
12,809.903
1,335
850
62
147.31
70,717,941,268
157,100,084
0.71662
450.145789
28.463
4.36
71.662
13,670.4
93.724
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
241
7,338
4,989
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
459
16
16
16
32
2,176
1.464689
1.464689
1.464832
0.000116
12,047.389
12,047.39
12,046.21
1,335
850
62
138.89
17,645,673,924
158,320,356
0.673828
111.455497
108.091
16.558
67.383
13,670.4
88.128
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
3,723
168
4,885
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
11
233
16
16
32
2,176
0.623046
0.623032
0.623258
0.000153
9,807.923
9,808.132
9,804.587
1,335
850
62
152.73
6,110,783,280
78,531,996
0.548571
77.812657
126.045
19.308
54.857
13,670.4
71.746
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
133
940
5,901
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
59
9
16
16
32
2,176
0.187423
0.187515
0.187863
0.000421
7,872.497
7,868.635
7,854.038
1,335
850
62
109.07
1,475,486,040
25,827,172
0.44032
57.129214
137.802
21.109
44.032
13,670.4
57.588
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
5,490
494
225
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
31
344
16
16
32
2,176
0.128514
0.128543
0.128829
0.000424
9,496.465
9,494.33
9,473.2
1,335
850
62
105.95
1,220,427,000
16,233,840
0.531151
75.177962
126.32
19.35
53.115
13,670.4
69.467
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
3,134
4,256
279
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
266
196
16
16
32
2,176
0.613352
0.614103
0.615874
0.00288
12,134.582
12,119.747
12,084.892
1,335
850
62
140.62
7,442,773,632
61,600,456
0.678704
120.823353
100.432
15.385
67.87
13,670.4
88.765
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
1,505
2,040
7,817
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
128
95
16
16
32
2,176
3.874666
3.875779
3.877857
0.004418
12,388.039
12,384.481
12,377.842
1,335
850
63
169.75
47,999,506,800
123,125,860
0.692881
389.840987
31.777
4.868
69.288
13,670.4
90.619
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
2,145
4,082
3,770
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
256
135
16
16
32
2,176
5.921633
5.923307
5.936732
0.019478
11,148.852
11,145.7
11,120.497
1,335
850
63
160.64
66,019,410,600
128,926,720
0.623571
512.069264
21.772
3.335
62.357
13,670.4
81.555
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
4,602
7,486
1,228
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
468
288
16
16
32
2,176
6.453301
6.453064
6.453914
0.000495
13,111.213
13,111.695
13,109.969
1,335
850
62
149.54
84,610,604,832
197,178,544
0.733329
429.10655
30.555
4.681
73.333
13,670.4
95.91
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
4,849
4,756
141
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
298
304
16
16
32
2,176
0.54966
0.549632
0.549939
0.000233
11,831.76
11,832.353
11,825.744
1,335
850
62
150.61
6,503,440,008
97,664,596
0.661767
66.589535
177.682
27.218
66.177
13,670.4
86.55
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
1,475
4,397
6,060
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
275
93
16
16
32
2,176
6.301831
6.301849
6.301962
0.000143
12,473.385
12,473.349
12,473.126
1,335
850
62
129.58
78,605,169,000
168,279,580
0.697654
467.110561
26.703
4.091
69.765
13,670.4
91.244
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
2,528
804
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
158
8
16
16
32
2,176
0.060853
0.060877
0.060928
0.000069
8,550.452
8,547.149
8,539.966
1,335
850
61
129
520,323,072
9,836,032
0.478239
52.899693
161.635
24.76
47.824
13,670.4
62.547
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
3,045
129
4,460
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
191
16
16
32
2,176
0.437972
0.439644
0.440525
0.002913
8,000.102
7,969.674
7,953.742
1,335
850
62
163.46
3,503,820,600
58,195,380
0.447457
60.207882
132.875
20.355
44.746
13,670.4
58.521
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
807
129
199
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
51
16
16
32
2,176
0.019957
0.019937
0.020029
0.00006
2,076.141
2,078.167
2,068.605
1,335
850
61
70.84
41,432,994
1,161,468
0.116121
35.672954
58.199
8.915
11.612
13,670.4
15.187
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
2,437
6,793
7,500
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
425
153
16
16
32
2,176
20.844659
20.852561
20.884583
0.030505
11,912.793
11,908.279
11,890.021
1,335
850
64
131.42
248,318,115,000
343,118,164
0.666299
723.7102
16.461
2.522
66.63
13,670.4
87.143
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
2,210
176
2,184
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
11
139
16
16
32
2,176
0.192089
0.192553
0.193229
0.001032
8,844.74
8,823.428
8,792.568
1,335
850
64
122.95
1,698,977,280
22,399,936
0.494699
75.847417
116.612
17.863
49.47
13,670.4
64.7
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
6,881
1,143
7,697
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
72
431
16
16
32
2,176
9.480309
9.480345
9.48053
0.000236
12,771.055
12,771.006
12,770.758
1,335
850
62
143.39
121,073,548,302
278,502,844
0.714303
434.730025
29.377
4.5
71.43
13,670.4
93.421
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
274
6,423
5,006
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
402
18
16
16
32
2,176
1.525384
1.526702
1.528135
0.002772
11,551.28
11,541.308
11,530.485
1,335
850
63
143.97
17,620,138,824
141,140,336
0.646079
124.84127
92.528
14.174
64.608
13,670.4
84.498
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
1,493
4,403
5,089
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
276
94
16
16
32
2,176
5.325581
5.325598
5.325691
0.000084
12,563.306
12,563.267
12,563.047
1,335
850
62
145.48
66,906,904,862
146,313,692
0.702683
457.283963
27.474
4.209
70.268
13,670.4
91.902
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
4,595
2,600
730
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
163
288
16
16
32
2,176
1.443902
1.444485
1.444874
0.001087
12,080.193
12,075.32
12,072.068
1,335
850
62
136
17,442,620,000
68,797,400
0.675662
253.536035
47.647
7.299
67.566
13,670.4
88.368
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
3,599
4,610
4,839
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
289
225
16
16
32
2,176
12.564807
12.565084
12.568689
0.00352
12,779.462
12,779.18
12,775.515
1,335
850
62
151.8
160,571,472,420
225,258,964
0.714773
712.830555
17.928
2.746
71.477
13,670.4
93.483
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
5,185
930
4,904
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
59
325
16
16
32
2,176
3.941419
3.94192
3.94492
0.003322
11,999.401
11,997.877
11,988.753
1,335
850
64
156.52
47,294,666,400
139,240,040
0.671143
339.662833
35.327
5.412
67.114
13,670.4
87.777
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
4,583
4,988
3,686
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
312
287
16
16
32
2,176
12.806932
12.806912
12.807168
0.000192
13,158.807
13,158.828
13,158.565
1,335
850
61
140.57
168,523,949,488
232,554,840
0.735991
724.663264
18.159
2.782
73.599
13,670.4
96.258
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
3,224
6,993
7,054
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
438
202
16
16
32
2,176
24.483831
24.483779
24.483984
0.000261
12,991.061
12,991.089
12,990.98
1,335
850
59
133.18
318,070,954,656
378,464,600
0.726608
840.424586
15.458
2.368
72.661
13,670.4
95.031
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
7,047
4,014
1,859
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
251
441
16
16
32
2,176
11.214239
11.225856
11.242404
0.02311
9,378.237
9,368.533
9,354.743
1,335
850
60
144.97
105,169,794,444
195,396,228
0.524538
538.238611
17.424
2.669
52.454
13,670.4
68.603
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
176
3,732
2,330
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
234
11
16
16
32
2,176
0.342305
0.342774
0.343583
0.001656
8,941.846
8,929.614
8,908.589
1,335
850
60
130.3
3,060,837,120
39,049,888
0.50013
78.382737
114.079
17.475
50.013
13,670.4
65.41
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
2,627
3,929
324
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
246
165
16
16
32
2,176
0.568193
0.568289
0.568617
0.000322
11,771.212
11,769.219
11,762.437
1,335
850
60
115.78
6,688,320,984
49,782,508
0.658381
134.350824
87.615
13.421
65.838
13,670.4
86.107
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
916
6,672
5,639
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
417
58
16
16
32
2,176
5.630128
5.633034
5.641533
0.009433
12,242.365
12,236.049
12,217.615
1,335
850
61
162.03
68,926,083,456
195,601,136
0.684733
352.380793
34.742
5.322
68.473
13,670.4
89.554
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
212
445
5,178
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
28
14
16
16
32
2,176
0.125489
0.125747
0.126791
0.001199
7,785.414
7,769.437
7,705.454
1,335
850
60
133.08
976,985,040
13,985,144
0.435449
69.858776
111.445
17.072
43.545
13,670.4
56.951
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
2,005
1,686
1,509
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
106
126
16
16
32
2,176
0.914608
0.914391
0.915558
0.000701
11,154.653
11,157.303
11,143.077
1,335
850
61
154.67
10,202,137,740
35,800,596
0.623895
284.97117
39.143
5.996
62.39
13,670.4
81.597
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
1,304
3,103
1,709
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
194
82
16
16
32
2,176
1.202707
1.202872
1.203323
0.000465
11,499.3
11,497.724
11,493.419
1,335
850
61
158.56
13,830,294,416
46,311,500
0.643172
298.636287
38.506
5.899
64.317
13,670.4
84.118
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
5,801
778
3,675
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
49
363
16
16
32
2,176
2.863755
2.863463
2.875556
0.009793
11,583.342
11,584.527
11,535.808
1,335
850
62
156.22
33,171,858,300
114,764,012
0.647873
289.04408
40.075
6.139
64.787
13,670.4
84.733
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
133
5,938
308
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
372
9
16
16
32
2,176
0.071126
0.07126
0.071414
0.000252
6,839.81
6,826.935
6,812.251
1,335
850
61
97.64
486,488,464
10,638,488
0.38256
45.729098
149.572
22.912
38.256
13,670.4
50.034
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
1,134
839
724
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
53
71
16
16
32
2,176
0.158084
0.158024
0.15829
0.000181
8,714.759
8,718.091
8,703.428
1,335
850
61
154.67
1,377,664,848
9,519,512
0.487429
144.720113
60.218
9.225
48.743
13,670.4
63.749
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
6,442
6,217
6,726
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
389
403
16
16
32
2,176
40.823846
40.823931
40.824084
0.000326
13,196.979
13,196.952
13,196.902
1,335
850
61
147.65
538,751,443,128
500,777,392
0.738126
1,075.830203
12.267
1.879
73.813
13,670.4
96.537
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
1,032
168
6,207
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
11
65
16
16
32
2,176
0.237068
0.237076
0.237117
0.000094
9,078.774
9,078.462
9,076.893
1,335
850
61
114.68
2,152,289,664
30,487,104
0.507789
70.596724
128.6
19.7
50.779
13,670.4
66.412
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
134
6,353
4,938
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
398
9
16
16
32
2,176
0.958686
0.95874
0.966052
0.007091
8,769.772
8,769.275
8,702.906
1,335
850
61
156.61
8,407,458,552
131,536,432
0.490506
63.917338
137.205
21.018
49.051
13,670.4
64.152
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
5,756
4,462
2,649
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
279
360
16
16
32
2,176
10.262046
10.262118
10.262272
0.000294
13,259.537
13,259.444
13,259.245
1,335
850
60
89.57
136,069,975,056
211,003,016
0.741625
644.872181
20.561
3.15
74.162
13,670.4
96.995
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
859
3,926
1,463
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
246
54
16
16
32
2,176
0.836623
0.838154
0.841441
0.004179
11,794.722
11,773.182
11,727.19
1,335
850
61
157.56
9,867,741,884
41,491,556
0.659696
237.825303
49.594
7.597
65.97
13,670.4
86.279
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
7,885
507
6,249
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
32
493
16
16
32
2,176
4.023748
4.023757
4.023828
0.000069
12,417.079
12,417.051
12,416.83
1,335
850
60
138.63
49,963,192,110
225,757,212
0.694505
221.313825
56.106
8.595
69.45
13,670.4
90.832
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
1,058
5,115
1,158
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
320
67
16
16
32
2,176
1.108531
1.1089
1.11064
0.002038
11,306.336
11,302.579
11,284.866
1,335
850
61
154.51
12,533,427,720
50,240,016
0.632379
249.471014
45.321
6.943
63.238
13,670.4
82.707
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
4,502
5,327
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
282
8
16
16
32
2,176
0.554619
0.556216
0.556554
0.0022
11,069.64
11,037.848
11,031.147
1,335
850
61
143.85
6,139,431,424
100,961,064
0.619141
60.809892
182.037
27.886
61.914
13,670.4
80.975
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
7,139
4,968
1,358
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
311
447
16
16
32
2,176
7.366339
7.367086
7.367517
0.001387
13,076.667
13,075.34
13,074.575
1,335
850
60
145
96,327,155,232
207,631,432
0.731396
463.933395
28.187
4.318
73.14
13,670.4
95.657
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
3,722
4,475
7,024
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
280
233
16
16
32
2,176
17.996434
17.996257
17.997097
0.000396
13,001.619
13,001.747
13,001.14
1,335
850
60
139.99
233,982,785,600
296,926,712
0.727199
788.015278
16.499
2.527
72.72
13,670.4
95.108
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
4,149
2,613
369
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
164
260
16
16
32
2,176
0.680862
0.680623
0.681389
0.000428
11,751.146
11,755.269
11,742.053
1,335
850
60
127.75
8,000,906,706
53,346,060
0.657258
149.981211
78.351
12.002
65.726
13,670.4
85.961
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
3,296
441
626
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
28
206
16
16
32
2,176
0.206721
0.206766
0.206858
0.000147
8,803.301
8,801.381
8,797.46
1,335
850
60
117.89
1,819,827,072
15,171,592
0.492381
119.949645
73.392
11.243
49.238
13,670.4
64.397
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
672
2,395
1,234
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
150
42
16
16
32
2,176
0.358129
0.35844
0.358502
0.000526
11,091.263
11,081.625
11,079.697
1,335
850
61
166.74
3,972,097,920
21,576,472
0.62035
184.093948
60.248
9.229
62.035
13,670.4
81.133
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
6,083
844
205
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
53
381
16
16
32
2,176
0.205187
0.205158
0.205292
0.00008
10,258.749
10,260.176
10,253.523
1,335
850
61
167.22
2,104,961,320
26,216,348
0.573786
80.291935
127.768
19.572
57.379
13,670.4
75.044
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
772
4,192
3,724
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
262
49
16
16
32
2,176
2.06254
2.062479
2.062798
0.00017
11,686.27
11,686.612
11,684.809
1,335
850
60
133.47
24,103,396,352
86,888,640
0.65363
277.405612
42.127
6.453
65.363
13,670.4
85.486
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
711
342
3,225
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
22
45
16
16
32
2,176
0.192172
0.191785
0.193618
0.000997
8,161.411
8,177.869
8,100.464
1,335
850
60
125.92
1,568,394,900
14,556,348
0.456479
107.746455
75.746
11.603
45.648
13,670.4
59.701
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
176
3,919
390
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
245
11
16
16
32
2,176
0.0812
0.081254
0.081305
0.000127
6,625.615
6,621.184
6,617.066
1,335
850
60
95.5
538,000,320
9,147,176
0.37058
58.816002
112.65
17.256
37.058
13,670.4
48.467
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
204
1,820
5,746
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
114
13
16
16
32
2,176
0.538439
0.53846
0.538676
0.000201
7,924.301
7,923.994
7,920.816
1,335
850
60
145.82
4,266,749,760
48,004,736
0.443217
88.88185
89.155
13.657
44.322
13,670.4
57.967
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
402
3,146
1,561
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
197
26
16
16
32
2,176
0.374734
0.374743
0.375091
0.000677
10,536.465
10,536.202
10,526.422
1,335
850
60
164.91
3,948,368,424
27,212,480
0.589319
145.094031
72.618
11.124
58.932
13,670.4
77.075
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
198
3,273
8,111
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
205
13
16
16
32
2,176
1.031902
1.031956
1.032008
0.000096
10,187.722
10,187.185
10,186.68
1,335
850
60
136
10,512,731,988
115,205,340
0.569814
91.252124
111.644
17.102
56.981
13,670.4
74.524
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
3,937
2,232
552
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
140
247
16
16
32
2,176
0.814927
0.815002
0.81538
0.000449
11,904.472
11,903.378
11,897.847
1,335
850
61
162.62
9,701,271,936
48,770,688
0.665834
198.916036
59.847
9.168
66.583
13,670.4
87.082
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
665
6,613
329
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
414
42
16
16
32
2,176
0.282265
0.282266
0.282409
0.000131
10,251.555
10,251.516
10,246.312
1,335
850
59
110.94
2,893,650,410
27,168,428
0.573384
106.507834
96.252
14.744
57.338
13,670.4
74.991
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
4,295
189
1,545
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
12
269
16
16
32
2,176
0.279572
0.279613
0.279921
0.000372
8,971.996
8,970.681
8,960.836
1,335
850
60
125.28
2,508,322,950
30,958,140
0.501816
81.023051
110.734
16.963
50.182
13,670.4
65.631
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
2,476
142
2,259
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
155
16
16
32
2,176
0.202399
0.202476
0.203121
0.000622
7,848.337
7,845.356
7,820.44
1,335
850
60
153.77
1,588,492,656
25,062,616
0.438969
63.38096
123.828
18.969
43.897
13,670.4
57.411
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
511
6,094
935
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
381
32
16
16
32
2,176
0.521157
0.523919
0.526899
0.005856
11,173.689
11,114.77
11,051.912
1,335
850
60
147.4
5,823,243,580
37,158,836
0.62496
156.712217
71.301
10.922
62.496
13,670.4
81.736
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
623
6,661
174
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
417
39
16
16
32
2,176
0.1451
0.145029
0.145449
0.000218
9,952.69
9,957.528
9,928.785
1,335
850
60
133.28
1,444,131,444
21,668,876
0.556668
66.645425
149.338
22.877
55.667
13,670.4
72.805
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
307
241
580
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
16
20
16
16
32
2,176
0.028451
0.028457
0.028477
0.00006
3,016.617
3,015.955
3,013.786
1,335
850
59
90.56
85,824,920
1,567,308
0.168724
54.759447
55.089
8.439
16.872
13,670.4
22.067
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
2,050
2,836
1,849
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
178
129
16
16
32
2,176
1.851485
1.852068
1.85385
0.002001
11,611.992
11,608.339
11,597.182
1,335
850
61
144.75
21,499,432,400
59,392,056
0.649475
361.991718
32.078
4.914
64.948
13,670.4
84.943
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
5,269
6,923
4,740
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
433
330
16
16
32
2,176
26.919278
26.917183
26.948147
0.024209
12,845.987
12,846.986
12,832.225
1,335
850
60
122.27
345,804,680,760
377,069,468
0.718494
917.084808
14.007
2.146
71.849
13,670.4
93.969
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
2,612
7,575
189
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
474
164
16
16
32
2,176
0.620526
0.620728
0.621363
0.000667
12,052.799
12,048.863
12,036.552
1,335
850
60
150.14
7,479,070,200
86,844,972
0.67413
86.119784
139.954
21.439
67.413
13,670.4
88.167
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
4,695
6,619
2,074
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
414
294
16
16
32
2,176
10.005818
10.004348
10.015294
0.006557
12,882.914
12,884.807
12,870.726
1,335
850
62
176.94
128,904,098,340
218,165,764
0.72056
590.853927
21.804
3.34
72.056
13,670.4
94.239
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
143
7,110
5,884
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
445
9
16
16
32
2,176
1.282989
1.282704
1.297183
0.011837
9,325.783
9,327.858
9,223.742
1,335
850
61
144.56
11,964,878,640
174,773,528
0.521604
68.45933
136.224
20.868
52.16
13,670.4
68.219
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
8,064
1,092
1,002
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
69
504
16
16
32
2,176
1.481907
1.482711
1.486725
0.003659
11,908.301
11,901.847
11,869.712
1,335
850
63
179.47
17,646,999,552
71,920,800
0.666048
245.36712
48.533
7.435
66.605
13,670.4
87.11
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
5,336
6,056
1,382
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
379
334
16
16
32
2,176
6.98416
6.984172
6.98497
0.000753
12,788.675
12,788.653
12,787.192
1,335
850
60
129.58
89,318,151,424
192,234,240
0.715289
464.631854
27.524
4.216
71.529
13,670.4
93.55
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
7,551
561
2,112
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
36
472
16
16
32
2,176
1.536634
1.538109
1.540997
0.003847
11,644.5
11,633.329
11,611.529
1,335
850
62
168.58
17,893,332,864
85,474,620
0.651293
209.340888
55.625
8.521
65.129
13,670.4
85.18
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
885
438
3,427
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
28
56
16
16
32
2,176
0.265911
0.265841
0.266199
0.000285
9,991.356
9,994.017
9,980.562
1,335
850
61
157.68
2,656,816,020
19,686,204
0.558831
134.958269
74.033
11.341
55.883
13,670.4
73.088
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
210
3,668
721
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
230
14
16
16
32
2,176
0.131075
0.131011
0.131789
0.000461
8,474.112
8,478.276
8,428.211
1,335
850
61
132.93
1,110,743,760
14,265,272
0.473969
77.863483
108.833
16.672
47.397
13,670.4
61.989
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
2,524
129
4,684
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
158
16
16
32
2,176
0.367631
0.367391
0.369121
0.001094
8,296.852
8,302.288
8,263.363
1,335
850
61
160.86
3,050,183,328
51,008,992
0.464055
59.796973
138.75
21.255
46.405
13,670.4
60.692
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
142
6,519
495
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
408
9
16
16
32
2,176
0.114154
0.114156
0.114217
0.000056
8,028.146
8,028.004
8,023.686
1,335
850
60
122.66
916,441,020
16,891,572
0.449026
54.254336
147.972
22.667
44.903
13,670.4
58.726
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
2,727
377
1,555
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
24
171
16
16
32
2,176
0.304107
0.304753
0.310742
0.004145
10,513.808
10,491.544
10,289.313
1,335
850
61
152.38
3,197,325,690
23,419,196
0.588052
136.525852
77.01
11.797
58.805
13,670.4
76.909
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
2,429
3,609
5,518
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
226
152
16
16
32
2,176
7.535379
7.535524
7.535831
0.000522
12,838.697
12,838.452
12,837.928
1,335
850
61
145.12
96,744,456,396
168,335,780
0.718087
574.71119
22.339
3.422
71.809
13,670.4
93.916
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
3,014
2,930
8,036
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
184
189
16
16
32
2,176
10.930156
10.929705
10.932562
0.0021
12,985.374
12,985.909
12,982.515
1,335
850
59
126.31
141,932,153,440
226,388,016
0.72629
626.941991
20.712
3.173
72.629
13,670.4
94.989
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
155
2,753
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
10
54
16
16
32
2,176
0.102788
0.102779
0.102892
0.000063
7,098.92
7,099.539
7,091.767
1,335
850
59
130.07
729,682,650
11,652,220
0.397053
62.621771
113.362
17.365
39.705
13,670.4
51.929
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
4,377
3,324
158
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
208
274
16
16
32
2,176
0.387779
0.387604
0.388997
0.000662
11,856.044
11,861.397
11,818.933
1,335
850
60
141.74
4,597,530,768
63,063,624
0.663125
72.903054
162.628
24.912
66.313
13,670.4
86.728
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
489
1,462
392
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
92
31
16
16
32
2,176
0.075316
0.075438
0.075776
0.000434
7,441.908
7,429.878
7,396.745
1,335
850
59
117.89
560,495,712
5,918,840
0.416236
94.696885
78.587
12.038
41.624
13,670.4
54.438
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
577
2,058
135
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
129
37
16
16
32
2,176
0.04968
0.049695
0.049756
0.000069
6,453.578
6,451.708
6,443.824
1,335
850
59
100.37
320,615,820
6,172,764
0.360958
51.940398
124.25
19.033
36.096
13,670.4
47.208