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
403
5,566
4,808
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
348
26
16
16
32
2,176
1.953014
1.95329
1.954836
0.001658
11,044.28
11,042.716
11,033.982
1,335
850
61
151.95
21,569,630,368
123,768,200
0.617722
174.274413
63.373
9.708
61.772
13,670.4
80.79
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
2,228
846
199
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
53
140
16
16
32
2,176
0.088737
0.088883
0.088975
0.000215
8,454.054
8,440.126
8,431.384
1,335
850
60
97.22
750,185,424
9,986,456
0.472847
75.120285
112.54
17.24
47.285
13,670.4
61.842
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
1,102
1,544
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
69
16
16
16
32
2,176
0.092715
0.092703
0.092785
0.00007
9,029.099
9,030.286
9,022.313
1,335
850
60
120.11
837,132,096
9,409,616
0.50501
88.965596
101.49
15.547
50.501
13,670.4
66.049
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
5,163
1,238
4,400
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
78
323
16
16
32
2,176
4.451782
4.452301
4.45397
0.002084
12,634.894
12,633.421
12,628.686
1,335
850
60
117.21
56,247,787,200
138,224,776
0.706687
406.929849
31.049
4.756
70.669
13,670.4
92.425
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
530
2,818
134
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
177
34
16
16
32
2,176
0.052062
0.052101
0.052152
0.000082
7,688.278
7,682.536
7,674.994
1,335
850
60
126.59
400,268,720
7,768,688
0.430016
51.523336
149.219
22.858
43.002
13,670.4
56.24
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
1,066
6,156
4,697
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
385
67
16
16
32
2,176
4.93302
4.933008
4.934892
0.001809
12,496.647
12,496.678
12,491.907
1,335
850
60
147.84
61,646,208,624
161,936,120
0.698955
380.682263
32.827
5.029
69.896
13,670.4
91.414
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
5,880
1,037
182
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
65
368
16
16
32
2,176
0.214729
0.214733
0.214948
0.000241
10,336.361
10,336.157
10,325.816
1,335
850
61
159.09
2,219,511,840
29,425,816
0.578127
75.427368
137.037
20.992
57.813
13,670.4
75.611
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
304
874
624
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
55
19
16
16
32
2,176
0.085961
0.086262
0.086313
0.000546
3,857.451
3,843.982
3,841.701
1,335
850
60
95.69
331,588,608
4,003,072
0.215753
82.833536
46.569
7.134
21.575
13,670.4
28.218
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
1,600
3,173
344
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
199
100
16
16
32
2,176
0.297948
0.299049
0.301117
0.002673
11,722.966
11,679.821
11,599.589
1,335
850
60
129.35
3,492,838,400
26,874,848
0.655682
129.966815
90.2
13.817
65.568
13,670.4
85.754
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
3,891
3,838
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
244
8
16
16
32
2,176
0.350877
0.35159
0.351836
0.001621
10,895.613
10,873.495
10,865.9
1,335
850
60
129.14
3,823,016,448
63,691,880
0.609407
60.023608
181.522
27.807
60.941
13,670.4
79.702
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
996
855
426
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
54
63
16
16
32
2,176
0.083272
0.083108
0.083907
0.000527
8,712.987
8,730.177
8,647.073
1,335
850
60
119.83
725,546,160
6,560,424
0.48733
110.594401
78.783
12.069
48.733
13,670.4
63.736
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
1,605
3,182
3,104
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
199
101
16
16
32
2,176
2.489545
2.489897
2.4909
0.00115
12,735.236
12,733.434
12,728.304
1,335
850
61
162.97
31,704,938,880
79,863,832
0.7123
396.987448
32.08
4.914
71.23
13,670.4
93.159
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
1,466
3,120
136
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
195
92
16
16
32
2,176
0.127197
0.127201
0.127293
0.000073
9,780.931
9,780.611
9,773.53
1,335
850
60
121.88
1,244,106,240
20,790,464
0.547061
59.840234
163.451
25.038
54.706
13,670.4
71.548
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
268
437
5,685
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
28
17
16
16
32
2,176
0.22139
0.221225
0.223427
0.00221
6,014.772
6,019.253
5,959.94
1,335
850
60
105.5
1,331,608,920
16,500,164
0.336415
80.702769
74.53
11.417
33.641
13,670.4
43.999
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
4,181
5,134
1,608
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
321
262
16
16
32
2,176
5.460525
5.460695
5.466736
0.0041
12,642.055
12,641.662
12,627.691
1,335
850
62
170.04
69,032,256,864
145,775,096
0.707088
473.553157
26.696
4.089
70.709
13,670.4
92.478
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
336
3,040
3,363
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
190
21
16
16
32
2,176
0.672119
0.671939
0.6797
0.005784
10,221.702
10,224.455
10,107.696
1,335
850
61
145.85
6,870,205,440
49,499,712
0.571714
138.792837
73.647
11.282
57.171
13,670.4
74.773
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
2,271
481
4,644
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
31
142
16
16
32
2,176
0.93947
0.93948
0.939756
0.000411
10,799.448
10,799.332
10,796.165
1,335
850
61
137.56
10,145,756,088
55,490,556
0.604028
182.837528
59.066
9.048
60.403
13,670.4
78.999
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
624
1,542
7,402
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
97
39
16
16
32
2,176
1.326399
1.3265
1.327308
0.000992
10,739.244
10,738.432
10,731.891
1,335
850
62
155.38
14,244,527,232
67,979,760
0.600661
209.540711
51.251
7.851
60.066
13,670.4
78.558
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
8,119
1,024
6,116
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
64
508
16
16
32
2,176
7.873523
7.873586
7.873638
0.000164
12,916.085
12,915.98
12,915.895
1,335
850
60
134.25
101,695,086,592
256,929,776
0.722415
395.808879
32.632
4.999
72.241
13,670.4
94.482
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
3,200
199
6,062
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
13
200
16
16
32
2,176
0.833511
0.835676
0.841288
0.008177
9,262.697
9,238.706
9,177.079
1,335
850
61
165.4
7,720,563,200
84,966,152
0.518076
90.866339
101.938
15.615
51.808
13,670.4
67.757
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
805
4,842
7,791
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
303
51
16
16
32
2,176
4.896482
4.896491
4.896676
0.000135
12,403.94
12,403.919
12,403.451
1,335
850
60
140.72
60,735,675,420
191,574,348
0.69377
317.034488
39.125
5.993
69.377
13,670.4
90.736
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
4,886
6,133
7,739
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
384
306
16
16
32
2,176
35.809801
35.81061
35.811655
0.001917
12,952.075
12,951.783
12,951.405
1,335
850
58
111.72
463,811,240,564
460,967,516
0.724428
1,006.169035
12.873
1.972
72.443
13,670.4
94.745
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
528
680
1,408
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
43
33
16
16
32
2,176
0.145677
0.145613
0.146729
0.000664
6,940.39
6,943.46
6,890.641
1,335
850
58
108.87
1,011,056,640
8,239,616
0.388186
122.706767
56.561
8.664
38.819
13,670.4
50.769
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
8,062
485
3,257
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
31
504
16
16
32
2,176
2.1002
2.100316
2.100429
0.00032
12,127.513
12,126.839
12,126.189
1,335
850
58
128.07
25,470,195,980
126,990,596
0.678309
200.567576
60.466
9.263
67.831
13,670.4
88.714
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
4,702
2,917
3,491
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
183
294
16
16
32
2,176
7.401735
7.402107
7.403438
0.001114
12,937.947
12,937.297
12,934.971
1,335
850
59
137.36
95,763,254,788
161,254,652
0.723638
593.863517
21.786
3.337
72.364
13,670.4
94.642
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
5,911
2,584
3,948
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
162
370
16
16
32
2,176
9.872689
9.872742
9.87606
0.003749
12,215.891
12,215.825
12,211.721
1,335
850
61
156.15
120,603,693,504
195,249,136
0.683252
617.691304
19.777
3.03
68.325
13,670.4
89.36
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
469
128
6,673
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
8
30
16
16
32
2,176
0.104786
0.104776
0.104869
0.00008
7,645.942
7,646.69
7,639.899
1,335
850
60
135.12
801,187,072
16,175,252
0.427648
49.531659
154.365
23.647
42.765
13,670.4
55.931
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
2,598
305
5,992
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
20
163
16
16
32
2,176
0.874223
0.874312
0.874598
0.000383
10,862.223
10,861.117
10,857.564
1,335
850
60
145.68
9,496,001,760
72,748,664
0.60754
130.531631
83.215
12.747
60.754
13,670.4
79.458
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
2,343
7,289
2,836
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
456
147
16
16
32
2,176
7.41529
7.415245
7.415501
0.000226
13,063.162
13,063.242
13,062.79
1,335
850
60
143
96,867,136,344
177,577,916
0.730641
545.490895
23.948
3.668
73.064
13,670.4
95.558
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
2,490
128
176
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
8
156
16
16
32
2,176
0.025821
0.025815
0.025856
0.000126
4,344.828
4,345.894
4,339.01
1,335
850
59
81.8
112,189,440
3,117,952
0.243012
35.981773
120.751
18.497
24.301
13,670.4
31.783
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
5,029
3,525
1,450
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
221
315
16
16
32
2,176
3.96015
3.960208
3.960617
0.00036
12,981.567
12,981.375
12,980.036
1,335
850
60
142.03
51,408,952,500
120,522,100
0.726077
426.55208
30.434
4.662
72.608
13,670.4
94.961
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
5,040
1,399
2,243
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
88
315
16
16
32
2,176
2.539515
2.539612
2.539673
0.000206
12,455.374
12,454.897
12,454.597
1,335
850
60
131.28
31,630,606,560
85,974,548
0.696647
367.906634
33.855
5.186
69.665
13,670.4
91.112
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
6,408
1,979
4,216
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
124
401
16
16
32
2,176
8.875004
8.876493
8.88196
0.005749
12,048.427
12,046.406
12,038.99
1,335
850
61
166.33
106,929,834,624
192,164,096
0.673886
556.450642
21.652
3.317
67.389
13,670.4
88.135
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
668
2,209
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
42
9
16
16
32
2,176
0.079099
0.079063
0.079739
0.000474
5,111.55
5,113.865
5,070.521
1,335
850
60
105.86
404,317,688
7,479,044
0.285896
54.060076
94.553
14.484
28.59
13,670.4
37.391
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
6,334
1,289
240
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
81
396
16
16
32
2,176
0.348119
0.348048
0.348611
0.000323
11,257.56
11,259.873
11,241.691
1,335
850
61
166.35
3,918,972,480
39,976,184
0.629651
98.032681
114.835
17.591
62.965
13,670.4
82.35
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
8,135
303
747
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
19
509
16
16
32
2,176
0.334256
0.333322
0.338883
0.003186
11,017.207
11,048.071
10,866.797
1,335
850
61
149.32
3,682,568,070
35,072,364
0.616208
104.99914
104.927
16.073
61.621
13,670.4
80.592
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
2,584
1,162
144
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
73
162
16
16
32
2,176
0.102392
0.10241
0.102461
0.000063
8,445.513
8,443.991
8,439.771
1,335
850
60
115.78
864,751,104
14,168,128
0.47237
61.034958
138.372
21.197
47.237
13,670.4
61.78
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
1,307
1,096
2,080
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
69
82
16
16
32
2,176
0.566213
0.566272
0.566333
0.00016
10,524.463
10,523.359
10,522.218
1,335
850
60
124.1
5,959,083,520
25,722,848
0.588648
231.664998
45.43
6.959
58.865
13,670.4
76.987
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
131
5,079
432
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
318
9
16
16
32
2,176
0.086678
0.086651
0.086867
0.000137
6,632.188
6,634.226
6,617.754
1,335
850
60
128.55
574,861,536
11,664,276
0.370948
49.283945
134.571
20.614
37.095
13,670.4
48.515
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
371
7,690
420
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
481
24
16
16
32
2,176
0.235135
0.235203
0.235459
0.000245
10,192.072
10,189.139
10,178.061
1,335
850
61
116.33
2,396,511,600
24,954,440
0.570057
96.035479
106.128
16.257
57.006
13,670.4
74.556
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
2,821
6,234
169
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
390
177
16
16
32
2,176
0.513108
0.513116
0.513454
0.000446
11,584.516
11,584.344
11,576.705
1,335
850
60
148.08
5,944,106,532
76,465,636
0.647938
77.735658
149.024
22.829
64.794
13,670.4
84.742
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
594
7,026
5,753
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
440
38
16
16
32
2,176
3.994983
3.995044
3.99531
0.000261
12,019.986
12,019.804
12,019.004
1,335
850
60
134.56
48,019,646,664
192,045,216
0.672295
250.043441
48.072
7.364
67.229
13,670.4
87.927
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
4,409
2,484
6,822
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
156
276
16
16
32
2,176
11.791805
11.791821
11.792046
0.000184
12,672.231
12,672.214
12,671.973
1,335
850
60
138.04
149,428,487,664
231,904,008
0.708776
644.354916
19.667
3.013
70.878
13,670.4
92.698
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
138
2,757
5,170
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
173
9
16
16
32
2,176
0.423069
0.423496
0.425984
0.002934
9,298.77
9,289.38
9,235.132
1,335
850
60
156.22
3,934,018,440
61,390,464
0.520093
64.081914
145.108
22.228
52.009
13,670.4
68.021
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
5,506
7,951
373
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
497
345
16
16
32
2,176
2.572476
2.573342
2.575709
0.002402
12,695.371
12,691.1
12,679.44
1,335
850
60
140.76
32,658,541,676
195,190,668
0.71007
167.316102
75.877
11.623
71.007
13,670.4
92.868
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
2,253
430
7,161
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
27
141
16
16
32
2,176
1.245052
1.245072
1.245614
0.000355
11,144.121
11,143.942
11,139.092
1,335
850
61
153.89
13,875,010,380
80,727,012
0.623306
171.875684
64.838
9.932
62.331
13,670.4
81.52
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
567
2,845
264
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
178
36
16
16
32
2,176
0.099904
0.099994
0.100291
0.000398
8,525.393
8,517.792
8,492.572
1,335
850
60
125.98
851,724,720
10,055,532
0.476837
84.702104
100.651
15.418
47.684
13,670.4
62.364
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
1,503
5,152
8,115
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
322
94
16
16
32
2,176
9.975415
9.97545
9.975511
0.000146
12,598.603
12,598.559
12,598.482
1,335
850
60
106.36
125,676,290,880
246,995,124
0.704658
508.820939
24.76
3.793
70.466
13,670.4
92.16
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
2,222
6,990
2,915
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
437
139
16
16
32
2,176
7.076858
7.075983
7.081625
0.005728
12,795.266
12,796.847
12,786.653
1,335
850
59
108.42
90,550,277,400
169,539,040
0.715657
534.09691
23.957
3.67
71.566
13,670.4
93.598
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
828
1,239
6,680
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
78
52
16
16
32
2,176
1.20826
1.204593
1.214618
0.010312
11,343.521
11,378.048
11,284.142
1,335
850
59
126.14
13,705,917,120
59,333,808
0.634459
230.996755
49.107
7.522
63.446
13,670.4
82.979
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
144
138
2,507
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
9
16
16
32
2,176
0.033159
0.033137
0.033249
0.000073
3,004.855
3,006.889
2,996.703
1,335
850
59
90.73
99,638,208
2,907,384
0.168066
34.270742
87.68
13.431
16.807
13,670.4
21.981
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
4,470
1,531
7,899
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
96
280
16
16
32
2,176
8.234482
8.234322
8.234557
0.000569
13,129.511
13,129.766
13,129.39
1,335
850
59
145.63
108,114,718,860
216,981,876
0.734352
498.266126
26.35
4.037
73.435
13,670.4
96.043
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
677
256
3,425
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
16
43
16
16
32
2,176
0.133956
0.134001
0.134185
0.000295
8,862.539
8,859.563
8,847.373
1,335
850
60
106.36
1,187,187,200
13,475,348
0.495694
88.100671
100.596
15.41
49.569
13,670.4
64.83
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
391
551
638
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
35
25
16
16
32
2,176
0.045126
0.045138
0.04522
0.000083
6,091.942
6,090.283
6,079.25
1,335
850
59
114.62
274,902,716
3,265,748
0.340731
84.177565
72.37
11.086
34.073
13,670.4
44.563
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
5,331
5,498
855
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
344
334
16
16
32
2,176
3.839303
3.839211
3.842273
0.001945
13,054.408
13,054.718
13,044.317
1,335
850
60
146.46
50,119,822,980
154,274,532
0.730152
324.874251
40.183
6.155
73.015
13,670.4
95.494
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
1,742
130
2,968
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
109
16
16
32
2,176
0.182038
0.182098
0.182292
0.000189
7,384.555
7,382.109
7,374.242
1,335
850
60
150.98
1,344,266,560
23,130,224
0.413029
58.117317
127.063
19.464
41.303
13,670.4
54.019
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
4,251
4,162
3,985
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
261
266
16
16
32
2,176
10.789865
10.789766
10.790154
0.000295
13,068.794
13,068.914
13,068.444
1,335
850
59
102.81
141,010,516,140
204,873,868
0.730956
688.27966
18.988
2.909
73.096
13,670.4
95.599
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
2,561
1,313
3,065
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
83
161
16
16
32
2,176
1.77192
1.771981
1.772298
0.000268
11,632.969
11,632.573
11,630.489
1,335
850
60
145.92
20,612,695,090
60,945,612
0.650648
338.214589
34.395
5.269
65.065
13,670.4
85.096
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
302
7,937
555
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
497
19
16
16
32
2,176
0.23856
0.238572
0.238623
0.000042
11,152.906
11,152.369
11,149.991
1,335
850
59
132.3
2,660,641,140
27,878,476
0.623798
95.437109
116.861
17.902
62.38
13,670.4
81.584
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
140
254
1,489
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
16
9
16
16
32
2,176
0.030206
0.030167
0.030341
0.000126
3,505.866
3,510.377
3,490.236
1,335
850
59
92.77
105,897,680
2,488,904
0.196088
42.547917
82.398
12.622
19.609
13,670.4
25.646
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
1,335
352
247
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
22
84
16
16
32
2,176
0.039839
0.039844
0.039977
0.000096
5,827.025
5,826.258
5,806.857
1,335
850
59
98.41
232,140,480
3,546,436
0.325914
65.4574
89.02
13.637
32.591
13,670.4
42.625
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
2,131
6,374
201
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
399
134
16
16
32
2,176
0.472359
0.472392
0.472474
0.000307
11,559.778
11,558.975
11,556.971
1,335
850
60
145.56
5,460,363,588
61,169,996
0.646555
89.265391
129.499
19.837
64.655
13,670.4
84.561
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
6,188
1,290
2,198
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
81
387
16
16
32
2,176
2.971213
2.971894
2.977853
0.005722
11,810.382
11,807.676
11,784.045
1,335
850
61
167.64
35,091,157,920
97,676,656
0.660571
359.258387
32.874
5.036
66.057
13,670.4
86.394
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
781
3,609
741
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
226
49
16
16
32
2,176
0.409398
0.408371
0.411361
0.001892
10,203.286
10,228.949
10,154.598
1,335
850
60
109.18
4,177,208,178
24,286,476
0.570684
171.997295
59.322
9.087
57.068
13,670.4
74.638
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
3,292
1,065
132
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
67
206
16
16
32
2,176
0.101993
0.102031
0.102319
0.00023
9,074.887
9,071.541
9,045.978
1,335
850
60
125.54
925,578,720
16,324,416
0.507571
56.69904
160.054
24.518
50.757
13,670.4
66.383
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
2,470
470
724
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
30
155
16
16
32
2,176
0.186548
0.186788
0.187351
0.000774
9,010.98
8,999.426
8,972.372
1,335
850
60
144.88
1,680,983,200
13,157,840
0.503997
127.755255
70.533
10.805
50.4
13,670.4
65.916
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
2,515
376
594
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
24
158
16
16
32
2,176
0.108961
0.108954
0.109691
0.000447
10,310.316
10,310.967
10,241.693
1,335
850
60
142.86
1,123,420,320
10,651,576
0.576671
105.469868
97.756
14.975
57.667
13,670.4
75.421
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
5,575
3,702
338
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
232
349
16
16
32
2,176
1.125796
1.126871
1.127127
0.001445
12,392.768
12,380.944
12,378.132
1,335
850
60
142.61
13,951,727,400
95,097,104
0.693145
146.710329
84.471
12.94
69.315
13,670.4
90.654
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
1,293
245
1,859
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
16
81
16
16
32
2,176
0.146059
0.146104
0.146237
0.000174
8,063.895
8,061.426
8,054.07
1,335
850
60
137.94
1,177,806,630
12,703,708
0.451025
92.71361
86.976
13.324
45.103
13,670.4
58.988
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
823
743
6,706
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
47
52
16
16
32
2,176
0.684133
0.684124
0.684646
0.00048
11,987.855
11,988.015
11,978.871
1,335
850
60
97.33
8,201,290,468
44,452,340
0.670498
184.49626
64.976
9.953
67.05
13,670.4
87.692
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
6,997
1,579
760
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
99
438
16
16
32
2,176
1.373726
1.374771
1.375314
0.001909
12,224.68
12,215.385
12,210.565
1,335
850
61
179.31
16,793,359,760
70,264,092
0.683744
239.003441
51.149
7.835
68.374
13,670.4
89.424
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
360
3,419
4,448
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
214
23
16
16
32
2,176
1.006786
1.008323
1.010125
0.008895
10,875.754
10,859.177
10,839.802
1,335
850
60
132.69
10,949,552,640
72,159,328
0.608296
151.741333
71.673
10.979
60.83
13,670.4
79.557
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
131
873
1,943
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
55
9
16
16
32
2,176
0.073485
0.073523
0.073656
0.00021
6,047.663
6,044.549
6,033.625
1,335
850
60
128.04
444,414,618
8,260,540
0.338254
53.799705
112.411
17.22
33.825
13,670.4
44.239
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
5,031
2,061
2,250
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
129
315
16
16
32
2,176
3.909677
3.910042
3.911649
0.00162
11,934.492
11,933.38
11,928.475
1,335
850
61
167.64
46,660,009,500
105,303,564
0.667513
443.100003
26.934
4.126
66.751
13,670.4
87.302
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
3,056
6,285
823
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
393
191
16
16
32
2,176
2.522117
2.52203
2.522501
0.000323
12,534.967
12,535.4
12,533.06
1,335
850
62
171.69
31,614,656,160
107,578,412
0.701098
293.875468
42.654
6.534
70.11
13,670.4
91.694
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
634
1,741
1,077
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
109
40
16
16
32
2,176
0.230971
0.230983
0.231608
0.000535
10,293.798
10,293.262
10,265.488
1,335
850
61
148.3
2,377,572,276
14,646,676
0.575747
162.328454
63.413
9.714
57.575
13,670.4
75.3
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
5,949
8,014
1,212
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
501
372
16
16
32
2,176
8.768322
8.770744
8.77397
0.00467
13,179.818
13,176.179
13,171.335
1,335
850
61
126.16
115,564,893,264
258,393,768
0.737166
447.243346
29.469
4.514
73.717
13,670.4
96.411
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
2,714
264
6,591
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
17
170
16
16
32
2,176
0.972122
0.971704
0.981361
0.006947
9,715.705
9,719.881
9,624.24
1,335
850
62
172.66
9,444,850,272
81,377,976
0.543413
116.061504
83.712
12.823
54.341
13,670.4
71.071
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
4,727
3,669
2,459
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
230
296
16
16
32
2,176
6.668242
6.668493
6.668605
0.000654
12,791.176
12,790.695
12,790.479
1,335
850
61
133.08
85,294,659,234
151,956,508
0.715429
561.309682
22.788
3.491
71.543
13,670.4
93.568
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
8,016
1,180
6,471
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
74
501
16
16
32
2,176
10.097075
10.098299
10.108007
0.007501
12,123.989
12,122.519
12,110.877
1,335
850
63
164.39
122,416,824,960
275,864,784
0.678112
443.756623
27.321
4.185
67.811
13,670.4
88.688
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
4,276
6,260
2,322
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
392
268
16
16
32
2,176
9.558897
9.552691
9.57486
0.012814
13,004.584
13,013.032
12,982.903
1,335
850
61
144.22
124,309,477,440
204,929,408
0.727365
606.596577
21.439
3.284
72.736
13,670.4
95.13
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
1,436
896
7,384
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
56
90
16
16
32
2,176
1.531696
1.531331
1.533103
0.001168
12,405.421
12,408.383
12,394.04
1,335
850
62
159.04
19,001,335,808
74,024,576
0.693853
256.68956
48.328
7.403
69.385
13,670.4
90.747
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
2,258
419
840
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
27
142
16
16
32
2,176
0.185025
0.185068
0.18519
0.000143
8,590.446
8,588.494
8,582.796
1,335
850
62
160.34
1,589,451,360
12,779,128
0.480476
124.378703
69.067
10.58
48.048
13,670.4
62.84
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
724
1,295
874
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
81
46
16
16
32
2,176
0.182842
0.182917
0.18303
0.000177
8,963.403
8,959.74
8,954.226
1,335
850
62
145.19
1,638,889,840
10,808,744
0.501336
151.626298
59.115
9.056
50.134
13,670.4
65.568
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
3,365
5,231
144
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
327
211
16
16
32
2,176
0.423606
0.423619
0.423752
0.000106
11,967.405
11,967.046
11,963.296
1,335
850
62
137.56
5,069,466,720
75,360,556
0.669354
67.269497
177.902
27.252
66.935
13,670.4
87.542
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
857
7,186
4,739
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
450
54
16
16
32
2,176
4.737735
4.740803
4.744704
0.006838
12,320.094
12,312.121
12,301.997
1,335
850
63
148.72
58,369,334,156
177,096,716
0.68908
329.590155
37.38
5.726
68.908
13,670.4
90.122
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
2,678
315
5,220
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
20
168
16
16
32
2,176
0.79423
0.79404
0.795054
0.000472
11,088.567
11,091.214
11,077.071
1,335
850
62
156.3
8,806,870,800
65,868,120
0.620199
133.704602
82.933
12.704
62.02
13,670.4
81.114
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
2,531
313
284
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
20
159
16
16
32
2,176
0.06439
0.064307
0.064901
0.000412
6,988.195
6,997.215
6,933.148
1,335
850
62
126.14
449,971,304
6,399,596
0.39086
70.312455
99.388
15.225
39.086
13,670.4
51.119
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
5,376
6,840
6,577
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
428
336
16
16
32
2,176
36.793264
36.792483
36.808816
0.013686
13,146.341
13,146.62
13,140.786
1,335
850
59
126.7
483,696,783,360
468,465,888
0.735293
1,032.512283
12.732
1.95
73.529
13,670.4
96.166
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
5,189
135
870
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
9
325
16
16
32
2,176
0.176618
0.176681
0.176722
0.000236
6,901.33
6,898.854
6,897.255
1,335
850
59
154.38
1,218,896,100
21,329,580
0.386001
57.145809
120.767
18.5
38.6
13,670.4
50.484
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
501
517
5,907
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
33
32
16
16
32
2,176
0.3453
0.344412
0.34985
0.002434
8,861.938
8,884.782
8,746.693
1,335
850
60
159.53
3,060,026,838
25,089,372
0.495661
121.965063
72.66
11.13
49.566
13,670.4
64.826
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
2,554
568
6,119
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
36
160
16
16
32
2,176
1.46178
1.461248
1.466183
0.002336
12,145.001
12,149.426
12,108.532
1,335
850
60
162.64
17,753,323,936
82,216,760
0.679287
215.93315
56.244
8.616
67.929
13,670.4
88.842
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
5,860
3,421
4,329
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
214
367
16
16
32
2,176
13.376992
13.377085
13.377168
0.00018
12,975.073
12,974.983
12,974.902
1,335
850
59
117.54
173,567,445,480
240,898,036
0.725714
720.501704
18.008
2.759
72.571
13,670.4
94.914
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
140
624
2,055
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
39
9
16
16
32
2,176
0.060542
0.0606
0.060733
0.000208
5,930.585
5,924.88
5,911.893
1,335
850
59
98.86
359,049,600
6,629,520
0.331706
54.159215
109.503
16.774
33.171
13,670.4
43.383
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
2,499
1,190
862
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
75
157
16
16
32
2,176
0.48538
0.485366
0.486226
0.000777
10,562.542
10,562.856
10,544.169
1,335
850
61
160.21
5,126,848,440
24,614,912
0.590778
208.282217
50.713
7.768
59.078
13,670.4
77.266
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
1,961
614
1,913
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
39
123
16
16
32
2,176
0.390443
0.390451
0.390472
0.000044
11,798.67
11,798.429
11,797.81
1,335
850
59
123.34
4,606,710,604
24,520,116
0.659916
187.874748
62.801
9.62
65.992
13,670.4
86.308
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
2,387
3,870
1,792
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
242
150
16
16
32
2,176
2.716044
2.715045
2.721577
0.003692
12,189.742
12,194.231
12,164.963
1,335
850
60
157.88
33,107,880,960
81,800,936
0.68179
404.73719
30.118
4.614
68.179
13,670.4
89.169
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
3,309
370
3,536
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
24
207
16
16
32
2,176
0.728981
0.728996
0.729272
0.000217
11,877.493
11,877.245
11,872.742
1,335
850
60
151.17
8,658,461,760
56,933,096
0.664325
152.081344
78.1
11.964
66.432
13,670.4
86.885
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
6,396
1,392
6,150
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
87
400
16
16
32
2,176
8.842655
8.848394
8.869499
0.021867
12,384.262
12,376.229
12,346.78
1,335
850
61
142.42
109,509,753,600
227,197,728
0.692669
482.001975
25.693
3.936
69.267
13,670.4
90.592
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
1,884
5,737
4,860
fp32
10
100
cuBLAS
2,485,101,827
16
1
8
359
118
16
16
32
2,176
8.180555
8.180562
8.180674
0.000111
12,842.491
12,842.479
12,842.303
1,335
850
60
130.87
105,058,697,760
191,386,272
0.718299
548.935389
23.395
3.584
71.83
13,670.4
93.944