Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
xet
Community
1
name
stringlengths
63
80
samples
int64
1
1k
input_dim_w
int64
224
600
input_dim_h
int64
224
600
input_dim_c
int64
3
3
output_dim
int64
10
10
optimizer
stringclasses
2 values
epochs
int64
1
10
batch
int64
1
64
learn_rate
float64
0
0.01
tf_version
stringclasses
1 value
cuda_version
float64
12.2
12.2
batch_time
float64
0.01
190
epoch_time
float64
0.5
484
fit_time
float64
4.71
574
npz_path
stringlengths
46
63
gpu_make
stringclasses
1 value
gpu_name
stringclasses
3 values
gpu_arch
stringclasses
2 values
gpu_cc
float64
6
8
gpu_core_count
int64
3.58k
6.91k
gpu_sm_count
int64
56
108
gpu_memory_size
float64
16
80
gpu_memory_type
stringclasses
2 values
gpu_memory_bw
float64
732
2.04k
gpu_tensor_core_count
int64
0
640
max_memory_util
float64
0
86
avg_memory_util
float64
0
37.9
max_gpu_util
float64
0
100
avg_gpu_util
float64
0
83.1
max_gpu_temp
float64
23
69
avg_gpu_temp
float64
22.1
64
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_3225
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
1.18
2.38
23.83
model-npz/MobileNetV2_optsgd_s100_e10_b64_lr001_2340.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
5.41
100
12.98
41
34.73
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1369
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
1.17
2.36
23.63
model-npz/MobileNetV2_optsgd_s100_e10_b64_lr0001_1635.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.74
92
14.22
41
35.71
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_1917
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
1.19
2.38
23.9
model-npz/MobileNetV2_optsgd_s100_e10_b64_lr00001_1061.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
6.53
100
15.4
42
35.83
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3196
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.06
58.22
58.26
model-npz/MobileNetV2_optsgd_s1000_e1_b1_lr001_5672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.5
100
11.08
36
32.91
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_3333
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.06
59.25
59.28
model-npz/MobileNetV2_optsgd_s1000_e1_b1_lr0001_2974.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.5
100
9.38
33
31.72
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1032
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.06
58.12
58.17
model-npz/MobileNetV2_optsgd_s1000_e1_b1_lr00001_2248.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.43
100
10.66
33
31.03
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3394
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.07
38.12
38.16
model-npz/MobileNetV2_optsgd_s1000_e1_b2_lr001_2703.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.67
100
9.44
33
31.19
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1850
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.08
39.78
39.81
model-npz/MobileNetV2_optsgd_s1000_e1_b2_lr0001_1817.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.74
100
9.9
33
32.14
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2991
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.08
39.25
39.28
model-npz/MobileNetV2_optsgd_s1000_e1_b2_lr00001_2995.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.7
52
9.19
34
32.35
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2747
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.12
29.77
29.82
model-npz/MobileNetV2_optsgd_s1000_e1_b4_lr001_2326.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.17
100
8.47
34
32.28
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_3207
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.12
29.48
29.52
model-npz/MobileNetV2_optsgd_s1000_e1_b4_lr0001_6220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.16
100
9.14
34
33.04
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_9341
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.12
29.6
29.63
model-npz/MobileNetV2_optsgd_s1000_e1_b4_lr00001_5622.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.2
100
10.23
34
32.35
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_5751
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.2
24.99
25.02
model-npz/MobileNetV2_optsgd_s1000_e1_b8_lr001_1309.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
2.29
100
8.69
34
32.31
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_1720
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.2
24.99
25.03
model-npz/MobileNetV2_optsgd_s1000_e1_b8_lr0001_1358.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
2.23
100
8
35
32.91
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_6732
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.2
24.93
24.96
model-npz/MobileNetV2_optsgd_s1000_e1_b8_lr00001_2670.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.65
100
8.86
35
32.41
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2051
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.38
24.06
24.09
model-npz/MobileNetV2_optsgd_s1000_e1_b16_lr001_1027.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.94
77
10.9
37
33.48
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_2173
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.38
23.83
23.89
model-npz/MobileNetV2_optsgd_s1000_e1_b16_lr0001_2452.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.97
100
11.89
37
34.03
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3177
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.39
24.85
24.88
model-npz/MobileNetV2_optsgd_s1000_e1_b16_lr00001_1753.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.29
100
9.7
38
34.49
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_8787
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.72
22.99
23.03
model-npz/MobileNetV2_optsgd_s1000_e1_b32_lr001_2461.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
3.66
100
10.19
39
33.82
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2203
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.73
23.39
23.44
model-npz/MobileNetV2_optsgd_s1000_e1_b32_lr0001_2624.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
4.48
73
12.42
38
34.05
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1751
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.73
23.28
23.34
model-npz/MobileNetV2_optsgd_s1000_e1_b32_lr00001_9060.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
4.46
100
11.8
39
34.64
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2642
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
1.46
23.37
23.4
model-npz/MobileNetV2_optsgd_s1000_e1_b64_lr001_3112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
5.28
100
13.08
41
34.98
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_9165
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
1.5
23.99
24.03
model-npz/MobileNetV2_optsgd_s1000_e1_b64_lr0001_6559.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
5.69
100
14.35
42
35.53
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2524
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
1.5
24.11
24.14
model-npz/MobileNetV2_optsgd_s1000_e1_b64_lr00001_3023.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
6.06
100
15.23
43
36.24
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1156
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.05
48.18
96.39
model-npz/MobileNetV2_optsgd_s1000_e2_b1_lr001_1599.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.64
100
11.65
37
33.04
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_4077
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.05
49.02
98.09
model-npz/MobileNetV2_optsgd_s1000_e2_b1_lr0001_1091.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.62
100
11.79
32
30.59
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1349
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.05
48.63
97.32
model-npz/MobileNetV2_optsgd_s1000_e2_b1_lr00001_2764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.64
100
11.43
32
30.47
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_1070
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.06
28.97
57.98
model-npz/MobileNetV2_optsgd_s1000_e2_b2_lr001_2928.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
2.09
100
12.86
32
30.35
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_2933
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.06
29.22
58.49
model-npz/MobileNetV2_optsgd_s1000_e2_b2_lr0001_1356.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
2.1
100
13.79
33
30.94
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1245
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.06
29.54
59.11
model-npz/MobileNetV2_optsgd_s1000_e2_b2_lr00001_1662.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.05
100
12.31
33
31.53
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_8456
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.08
19.56
39.15
model-npz/MobileNetV2_optsgd_s1000_e2_b4_lr001_1922.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
2.87
100
13.09
33
31.81
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_9594
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.08
19.9
39.85
model-npz/MobileNetV2_optsgd_s1000_e2_b4_lr0001_2684.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
2.86
100
13.11
33
31.59
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2926
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.08
19.69
39.43
model-npz/MobileNetV2_optsgd_s1000_e2_b4_lr00001_3112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
3.01
100
14.64
33
31.48
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1801
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.12
14.91
29.89
model-npz/MobileNetV2_optsgd_s1000_e2_b8_lr001_2247.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
3.68
100
12.79
33
31.78
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2709
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.12
15.22
30.48
model-npz/MobileNetV2_optsgd_s1000_e2_b8_lr0001_2512.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
3.53
100
12.31
34
32.03
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_3297
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.12
15.05
30.17
model-npz/MobileNetV2_optsgd_s1000_e2_b8_lr00001_2613.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.72
54
10.96
35
32.92
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_1184
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.21
13.18
26.39
model-npz/MobileNetV2_optsgd_s1000_e2_b16_lr001_1540.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
5.12
91
13.73
38
33.93
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_1754
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.21
13.36
26.77
model-npz/MobileNetV2_optsgd_s1000_e2_b16_lr0001_3054.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
5.22
100
14
38
33.91
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2993
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.21
13.52
27.08
model-npz/MobileNetV2_optsgd_s1000_e2_b16_lr00001_2801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
5.06
100
13.32
39
34.93
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_1184
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.39
12.64
25.34
model-npz/MobileNetV2_optsgd_s1000_e2_b32_lr001_4690.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.14
100
14.91
40
35.45
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_1445
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.39
12.48
24.99
model-npz/MobileNetV2_optsgd_s1000_e2_b32_lr0001_2425.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
5.58
100
13.66
41
35.88
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_6518
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.39
12.52
25.09
model-npz/MobileNetV2_optsgd_s1000_e2_b32_lr00001_2039.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.6
83
15.33
41
35.41
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1630
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
0.78
12.57
25.18
model-npz/MobileNetV2_optsgd_s1000_e2_b64_lr001_9450.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
8.2
100
17.95
43
36.38
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_2175
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
0.79
12.6
25.24
model-npz/MobileNetV2_optsgd_s1000_e2_b64_lr0001_2213.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
8.02
100
18.97
44
37.37
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1453
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
0.79
12.62
25.28
model-npz/MobileNetV2_optsgd_s1000_e2_b64_lr00001_2916.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
7.33
100
15.42
44
36.67
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_2609
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.04
42.66
213.35
model-npz/MobileNetV2_optsgd_s1000_e5_b1_lr001_2934.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.81
100
13.75
38
30.94
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_1646
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.04
41.44
207.25
model-npz/MobileNetV2_optsgd_s1000_e5_b1_lr0001_1440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.81
100
13.85
32
29.6
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2962
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.04
42.44
212.25
model-npz/MobileNetV2_optsgd_s1000_e5_b1_lr00001_9848.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
1.81
57
13.4
31
29.28
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_1493
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.04
23.14
115.77
model-npz/MobileNetV2_optsgd_s1000_e5_b2_lr001_4427.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.49
100
16.48
32
30.21
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_1264
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.05
23.41
117.12
model-npz/MobileNetV2_optsgd_s1000_e5_b2_lr0001_7521.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
2.49
58
16.34
32
30.12
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1987
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.05
23.49
117.51
model-npz/MobileNetV2_optsgd_s1000_e5_b2_lr00001_1549.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.49
100
16.27
33
30.64
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_2239
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.05
13.73
68.7
model-npz/MobileNetV2_optsgd_s1000_e5_b4_lr001_1756.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.03
100
16.91
33
31.31
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_3395
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.05
13.87
69.41
model-npz/MobileNetV2_optsgd_s1000_e5_b4_lr0001_2982.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.09
100
18.11
33
31.17
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2942
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.05
13.97
69.92
model-npz/MobileNetV2_optsgd_s1000_e5_b4_lr00001_5967.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.03
49
16.06
34
31.85
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_2226
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.07
9.06
45.37
model-npz/MobileNetV2_optsgd_s1000_e5_b8_lr001_3274.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
5.93
87
19.34
34
31.86
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_6543
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.07
8.71
43.6
model-npz/MobileNetV2_optsgd_s1000_e5_b8_lr0001_2956.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
6.6
100
18.36
37
33.68
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_6744
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.07
8.96
44.84
model-npz/MobileNetV2_optsgd_s1000_e5_b8_lr00001_2113.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
6.04
100
17.22
37
34.77
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_5201
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.11
7.02
35.14
model-npz/MobileNetV2_optsgd_s1000_e5_b16_lr001_8206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
8.45
100
19.9
40
36.4
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_3401
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.11
6.93
34.71
model-npz/MobileNetV2_optsgd_s1000_e5_b16_lr0001_1767.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
8.39
100
19.73
41
36.45
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1237
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.11
6.97
34.9
model-npz/MobileNetV2_optsgd_s1000_e5_b16_lr00001_8905.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
8.28
70
18.29
41
36.61
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_7937
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.19
6.15
30.83
model-npz/MobileNetV2_optsgd_s1000_e5_b32_lr001_2246.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
9.93
100
21.43
43
37
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2646
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.19
6.12
30.69
model-npz/MobileNetV2_optsgd_s1000_e5_b32_lr0001_2411.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
9.91
67
19.83
43
37.92
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_3409
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.19
6.15
30.77
model-npz/MobileNetV2_optsgd_s1000_e5_b32_lr00001_3274.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
10.09
100
21.77
44
37.97
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3419
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
0.36
5.84
29.28
model-npz/MobileNetV2_optsgd_s1000_e5_b64_lr001_1982.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
12.64
100
24.94
46
38.96
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_3178
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
0.37
6
30.06
model-npz/MobileNetV2_optsgd_s1000_e5_b64_lr0001_8089.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
10.84
100
20.93
47
39.8
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1760
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
0.36
5.85
29.31
model-npz/MobileNetV2_optsgd_s1000_e5_b64_lr00001_1781.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
11.88
83
22.24
47
39.62
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_1547
1,000
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.04
41.2
412.03
model-npz/MobileNetV2_optsgd_s1000_e10_b1_lr001_2568.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.9
100
13.98
40
30.79
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_2797
1,000
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.04
40.83
408.34
model-npz/MobileNetV2_optsgd_s1000_e10_b1_lr0001_2108.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
1.9
33
14.17
31
29.12
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2704
1,000
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.04
40.65
406.6
model-npz/MobileNetV2_optsgd_s1000_e10_b1_lr00001_2440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.91
55
14.19
32
29.21
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_1539
1,000
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.04
21.24
212.45
model-npz/MobileNetV2_optsgd_s1000_e10_b2_lr001_2669.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
2.69
100
18.34
31
29.72
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_4906
1,000
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.04
21.2
212.05
model-npz/MobileNetV2_optsgd_s1000_e10_b2_lr0001_2551.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.74
100
18.64
33
30.28
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2983
1,000
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.04
21.42
214.26
model-npz/MobileNetV2_optsgd_s1000_e10_b2_lr00001_2437.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.72
100
18.44
32
30.15
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_7166
1,000
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.05
11.86
118.67
model-npz/MobileNetV2_optsgd_s1000_e10_b4_lr001_2655.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.78
100
20.16
33
31.28
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_2995
1,000
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.05
12.22
122.28
model-npz/MobileNetV2_optsgd_s1000_e10_b4_lr0001_1993.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
4.69
100
19.43
34
32.04
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1062
1,000
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.05
11.83
118.33
model-npz/MobileNetV2_optsgd_s1000_e10_b4_lr00001_6396.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.75
100
20.24
34
32.16
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_1829
1,000
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.06
7.16
71.65
model-npz/MobileNetV2_optsgd_s1000_e10_b8_lr001_5016.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
7.73
57
22.15
36
33.47
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_1549
1,000
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.05
6.99
69.97
model-npz/MobileNetV2_optsgd_s1000_e10_b8_lr0001_2076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
7.93
100
24.79
35
33.63
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1689
1,000
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.05
6.95
69.62
model-npz/MobileNetV2_optsgd_s1000_e10_b8_lr00001_1862.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
7.77
100
21.85
37
34.85
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_1235
1,000
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.08
4.88
48.86
model-npz/MobileNetV2_optsgd_s1000_e10_b16_lr001_2260.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
11.73
81
25.49
42
36.95
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_4956
1,000
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.08
4.83
48.39
model-npz/MobileNetV2_optsgd_s1000_e10_b16_lr0001_1794.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
12.07
64
26.1
43
38.93
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1506
1,000
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.08
4.92
49.31
model-npz/MobileNetV2_optsgd_s1000_e10_b16_lr00001_1371.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
11.34
100
24.9
43
39.42
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_1726
1,000
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.12
4.03
40.32
model-npz/MobileNetV2_optsgd_s1000_e10_b32_lr001_1056.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
14.5
100
28.45
46
40.1
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_5019
1,000
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.12
3.91
39.16
model-npz/MobileNetV2_optsgd_s1000_e10_b32_lr0001_2335.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
14.04
70
26.1
47
40.64
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_5774
1,000
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.12
3.97
39.78
model-npz/MobileNetV2_optsgd_s1000_e10_b32_lr00001_1616.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
15.24
100
28.57
47
41.12
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_1787
1,000
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
0.22
3.55
35.56
model-npz/MobileNetV2_optsgd_s1000_e10_b64_lr001_2163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
17.71
100
32.47
51
42.19
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_2998
1,000
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
0.23
3.64
36.46
model-npz/MobileNetV2_optsgd_s1000_e10_b64_lr0001_8907.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
17.4
100
31.49
51
43.33
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2460
1,000
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
0.22
3.59
35.93
model-npz/MobileNetV2_optsgd_s1000_e10_b64_lr00001_2343.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
17.09
100
30.93
51
43.62
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3386
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
126.42
126.47
126.51
model-npz/DenseNet201_optadam_s1_e1_b1_lr001_2238.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.69
61
2.51
30
27.07
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_4179
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
123.9
123.93
123.96
model-npz/DenseNet201_optadam_s1_e1_b1_lr0001_2687.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.62
59
2.25
31
28.05
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_3265
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
123.32
123.35
123.4
model-npz/DenseNet201_optadam_s1_e1_b1_lr00001_7947.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.67
61
2.41
31
28.2
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1517
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
62.55
62.57
125.19
model-npz/DenseNet201_optadam_s1_e2_b1_lr001_9106.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.71
60
2.6
31
28.12
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_7256
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
62.42
62.45
124.93
model-npz/DenseNet201_optadam_s1_e2_b1_lr0001_3188.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.75
58
2.57
31
28.18
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_1722
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
62.66
62.68
125.41
model-npz/DenseNet201_optadam_s1_e2_b1_lr00001_7958.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.85
62
2.88
32
30.26
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2243
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
25.25
25.27
126.42
model-npz/DenseNet201_optadam_s1_e5_b1_lr001_3277.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.74
60
2.65
32
28.81
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_1885
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
25.34
25.35
126.82
model-npz/DenseNet201_optadam_s1_e5_b1_lr0001_2661.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.92
61
3.25
32
30.34
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1595
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
25.16
25.17
125.93
model-npz/DenseNet201_optadam_s1_e5_b1_lr00001_9075.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.65
56
2.41
31
28.81
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2671
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
12.51
12.53
125.36
model-npz/DenseNet201_optadam_s1_e10_b1_lr001_3106.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.74
59
2.76
31
28.26
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1734
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
12.61
12.62
126.3
model-npz/DenseNet201_optadam_s1_e10_b1_lr0001_1855.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.77
63
2.76
32
30.25
DenseNet201_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_9599
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
12.61
12.63
126.35
model-npz/DenseNet201_optadam_s1_e10_b1_lr00001_2323.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.75
61
2.81
33
30.69
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2114
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
12.57
125.78
125.82
model-npz/DenseNet201_optadam_s10_e1_b1_lr001_3306.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.76
58
2.84
32
28.92