Datasets:
NYUGPUClass
/
GEMM_predict

Dataset card Data Studio Files
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gpu_name
string
device_id
int64
cc_major
int64
cc_minor
int64
sm_count
int64
l2_size_bytes
int64
shared_mem_per_sm
int64
total_global_mem
int64
mem_bandwidth_GBps_est
float64
peak_flops_fp32_GFLOPs_est
float64
driver_version
int64
cuda_runtime_version
int64
max_threads_per_sm
int64
max_threads_per_block
int64
warp_size
int64
M
int64
N
int64
K
int64
precision
string
repeats
int64
inner_iters
int64
algorithm
string
seed
int64
tile_width
int64
theoretical_occupancy
float64
blocks_per_sm
int64
grid_x
int64
grid_y
int64
block_x
int64
block_y
int64
registers_per_thread
int64
shared_mem_per_block
int64
time_ms_mean
float64
time_ms_median
float64
time_ms_p95
float64
time_ms_stddev
float64
gflops_mean
float64
gflops_median
float64
gflops_p95
float64
actual_clock_mhz
int64
actual_mem_clock_mhz
int64
temperature_c
float64
power_watts
float64
ops_total
int64
io_bytes_theoretical
int64
gops_over_peak_mean
float64
arithmetic_intensity_ops_per_byte
float64
memory_throughput_GBps
float64
memory_efficiency_pct
float64
compute_efficiency_pct
float64
peak_flops_fp32_GFLOPs_actual
float64
compute_efficiency_actual_pct
float64
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
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12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
6,256
4,244
2,851
fp32
10
100
cuBLAS
953,766,247
16
1
6
266
391
16
16
36
2,176
5.783613
5.788781
5.796585
0.016143
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26,152.442
26,117.23
2,970
16,365
75
600.42
151,390,745,728
225,943,856
0.173188
670.03701
39.066
2.18
17.319
142,940.16
18.312
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
6,533
5,710
836
fp32
10
100
cuBLAS
953,766,247
16
1
6
357
409
16
16
36
2,176
2.505656
2.497258
2.508036
0.021263
24,892.214
24,975.932
24,868.594
2,970
16,365
75
599.85
62,371,334,960
190,154,312
0.164695
328.00379
75.89
4.235
16.47
142,940.16
17.414
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
3,139
225
355
fp32
10
100
cuBLAS
953,766,247
16
1
6
15
197
16
16
36
2,176
0.06023
0.059367
0.062029
0.002588
8,325.608
8,446.649
8,084.233
2,977
16,365
75
581.51
501,455,250
7,601,980
0.055085
65.963769
126.215
7.043
5.508
143,277.056
5.811
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
742
6,506
1,746
fp32
10
100
cuBLAS
953,766,247
16
1
6
407
47
16
16
36
2,176
0.700958
0.699764
0.704747
0.002567
24,049.174
24,090.205
23,919.893
2,970
16,365
74
521.61
16,857,462,384
69,929,840
0.159117
241.062505
99.763
5.567
15.912
142,940.16
16.825
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
6,593
6,078
3,235
fp32
10
100
cuBLAS
953,766,247
16
1
6
380
413
16
16
36
2,176
9.794038
9.798898
9.803173
0.014062
26,471.97
26,458.842
26,447.304
2,970
16,365
75
599.92
259,267,483,380
324,251,756
0.175147
799.586983
33.107
1.847
17.515
142,940.16
18.52
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
2,355
5,055
1,488
fp32
10
100
cuBLAS
953,766,247
16
1
6
316
148
16
16
36
2,176
1.370372
1.369166
1.37262
0.003194
25,852.735
25,875.512
25,810.401
2,970
16,365
75
548.06
35,427,866,400
91,722,420
0.17105
386.25089
66.932
3.735
17.105
142,940.16
18.086
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
6,779
3,881
137
fp32
10
100
cuBLAS
953,766,247
16
1
6
243
424
16
16
36
2,176
0.37449
0.3733
0.377114
0.00364
19,249.533
19,310.895
19,115.571
2,970
16,365
75
550.35
7,208,747,926
111,078,876
0.127361
64.897559
296.614
16.551
12.736
142,940.16
13.467
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
195
596
2,480
fp32
10
100
cuBLAS
953,766,247
16
1
6
38
13
16
16
36
2,176
0.063202
0.061968
0.064564
0.003991
9,120.712
9,302.353
8,928.391
2,970
16,365
75
533.84
576,451,200
8,311,600
0.060346
69.355022
131.508
7.338
6.035
142,940.16
6.381
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
567
2,816
2,757
fp32
10
100
cuBLAS
953,766,247
16
1
6
176
36
16
16
36
2,176
0.376933
0.374215
0.378472
0.006722
23,357.082
23,526.733
23,262.09
2,970
16,365
75
506.49
8,804,049,408
43,694,412
0.154538
201.491427
115.921
6.468
15.454
142,940.16
16.34
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
0
12
0
188
134,217,728
102,400
102,641,500,160
1,792.128
151,141.171
13,000
12,040
1,536
1,024
32
3,514
146
6,440
fp32
10
100
cuBLAS
953,766,247
16
1
6
10
220
16
16
36
2,176
0.317189
0.315864
0.316491
0.004094
20,833.048
20,920.397
20,878.98
2,977
16,365
71
473.38
6,608,006,720
96,333,776
0.137838
68.59491
303.711
16.947
13.784
143,277.056
14.54