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
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_4268
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
2.53
10.16
20.36
model-npz/VGG19_optsgd_s100_e2_b32_lr00001_4307.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
12.6
100
56
63
57.52
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_3073
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
9.34
18.7
37.44
model-npz/VGG19_optsgd_s100_e2_b64_lr001_1769.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
15.82
100
72.99
67
61.39
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3042
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
9.4
18.81
37.66
model-npz/VGG19_optsgd_s100_e2_b64_lr0001_1481.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
15.37
100
73.07
69
63.78
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_7942
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
9.36
18.74
37.53
model-npz/VGG19_optsgd_s100_e2_b64_lr00001_1496.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
14.49
100
67.79
69
63.94
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_1413
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.03
2.76
13.84
model-npz/VGG19_optsgd_s100_e5_b1_lr001_2498.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
13.61
100
33.18
65
59.76
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2946
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.03
2.74
13.71
model-npz/VGG19_optsgd_s100_e5_b1_lr0001_1747.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
12.74
100
30.72
64
57.85
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1069
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.03
2.76
13.86
model-npz/VGG19_optsgd_s100_e5_b1_lr00001_1711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
13.81
100
33.59
63
57.24
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_2872
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.05
2.52
12.66
model-npz/VGG19_optsgd_s100_e5_b2_lr001_3011.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
11.28
100
32.22
63
55.81
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_3060
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.05
2.55
12.8
model-npz/VGG19_optsgd_s100_e5_b2_lr0001_3333.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
13.22
100
35.11
62
55.49
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_3361
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.05
2.52
12.62
model-npz/VGG19_optsgd_s100_e5_b2_lr00001_5148.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
13.06
100
38.28
62
55.28
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1581
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.1
2.57
12.86
model-npz/VGG19_optsgd_s100_e5_b4_lr001_1414.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
9.54
100
29.08
61
53.92
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_2180
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.1
2.49
12.48
model-npz/VGG19_optsgd_s100_e5_b4_lr0001_9782.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
11.53
100
35.59
61
54.29
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1863
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.1
2.53
12.68
model-npz/VGG19_optsgd_s100_e5_b4_lr00001_2070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.25
100
33.53
61
53.97
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2845
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.25
3.23
16.17
model-npz/VGG19_optsgd_s100_e5_b8_lr001_3398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
12.68
100
43.82
61
54.02
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1547
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.25
3.27
16.39
model-npz/VGG19_optsgd_s100_e5_b8_lr0001_1383.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
11.7
100
39.65
61
54.93
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_1153
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.26
3.4
17.07
model-npz/VGG19_optsgd_s100_e5_b8_lr00001_1594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
12.71
100
45.21
61
54.98
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_1074
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.5
3.53
17.72
model-npz/VGG19_optsgd_s100_e5_b16_lr001_8652.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
11.83
100
42.51
61
55.34
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1920
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.5
3.48
17.46
model-npz/VGG19_optsgd_s100_e5_b16_lr0001_1552.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
14.48
100
49.3
61
55.52
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_2393
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.5
3.5
17.54
model-npz/VGG19_optsgd_s100_e5_b16_lr00001_1148.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
13.91
100
52.73
61
56.16
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_1846
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
1.09
4.35
21.81
model-npz/VGG19_optsgd_s100_e5_b32_lr001_1316.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
13.54
100
51.87
62
57.04
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_9877
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
1.08
4.35
21.78
model-npz/VGG19_optsgd_s100_e5_b32_lr0001_1754.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
14.6
100
53.45
63
58.3
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1776
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.09
4.36
21.86
model-npz/VGG19_optsgd_s100_e5_b32_lr00001_5432.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
15.29
100
57.6
63
58.48
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1837
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
3.89
7.79
39.02
model-npz/VGG19_optsgd_s100_e5_b64_lr001_1267.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
16.6
100
71.01
67
62.02
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_3167
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
3.89
7.79
39
model-npz/VGG19_optsgd_s100_e5_b64_lr0001_1766.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
16.56
100
71.8
67
63.02
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_1072
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
3.87
7.76
38.82
model-npz/VGG19_optsgd_s100_e5_b64_lr00001_8784.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
15.59
100
73.61
66
62.33
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_3037
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.02
2.01
20.18
model-npz/VGG19_optsgd_s100_e10_b1_lr001_2122.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19.41
100
44.71
64
58.35
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_6769
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.02
1.99
19.98
model-npz/VGG19_optsgd_s100_e10_b1_lr0001_2408.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
17.94
100
41.31
63
57.33
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2193
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.02
2
20.01
model-npz/VGG19_optsgd_s100_e10_b1_lr00001_1419.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19.73
100
45.63
62
56.63
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_6130
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.03
1.72
17.27
model-npz/VGG19_optsgd_s100_e10_b2_lr001_1499.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
17.79
100
46.72
63
56.72
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1180
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.03
1.73
17.35
model-npz/VGG19_optsgd_s100_e10_b2_lr0001_1222.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
17.51
100
44.47
62
55.78
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2098
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.03
1.7
17.08
model-npz/VGG19_optsgd_s100_e10_b2_lr00001_2155.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
17.43
100
43.14
63
56.48
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_3201
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.06
1.61
16.17
model-npz/VGG19_optsgd_s100_e10_b4_lr001_2896.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
16.63
100
46.27
63
56.68
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1846
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.06
1.63
16.34
model-npz/VGG19_optsgd_s100_e10_b4_lr0001_2509.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.53
100
41.63
63
56.95
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1663
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.06
1.62
16.21
model-npz/VGG19_optsgd_s100_e10_b4_lr00001_2994.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.95
100
43.14
63
56.47
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1331
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.15
1.95
19.54
model-npz/VGG19_optsgd_s100_e10_b8_lr001_1914.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
15.36
100
46.87
64
57.66
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1876
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.15
1.94
19.42
model-npz/VGG19_optsgd_s100_e10_b8_lr0001_2284.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
16.31
100
52.55
64
57.37
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1429
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.15
1.94
19.51
model-npz/VGG19_optsgd_s100_e10_b8_lr00001_2994.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
16.32
100
55
64
58.26
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_1389
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.28
2
20.04
model-npz/VGG19_optsgd_s100_e10_b16_lr001_2381.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.2
100
49.38
64
57.98
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_5823
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.28
1.99
20
model-npz/VGG19_optsgd_s100_e10_b16_lr0001_1990.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.67
100
50.04
64
58.55
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1152
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.28
1.98
19.87
model-npz/VGG19_optsgd_s100_e10_b16_lr00001_2051.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
17.1
100
52.96
63
57.94
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1100
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.6
2.41
24.14
model-npz/VGG19_optsgd_s100_e10_b32_lr001_2344.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
18.02
100
57.72
64
59.4
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_6642
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.61
2.44
24.41
model-npz/VGG19_optsgd_s100_e10_b32_lr0001_5823.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
18.07
100
57.55
64
59.57
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1836
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.6
2.41
24.18
model-npz/VGG19_optsgd_s100_e10_b32_lr00001_5137.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
17.82
100
58.35
65
60.42
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2189
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
2.06
4.12
41.3
model-npz/VGG19_optsgd_s100_e10_b64_lr001_1127.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
17.56
100
73.7
68
62.78
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1006
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
2.07
4.14
41.47
model-npz/VGG19_optsgd_s100_e10_b64_lr0001_4801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
18.49
100
73.66
67
63.44
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2617
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
2.07
4.15
41.58
model-npz/VGG19_optsgd_s100_e10_b64_lr00001_3313.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
18.59
100
74.04
67
62.88
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_2548
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.02
20.07
20.09
model-npz/VGG19_optsgd_s1000_e1_b1_lr001_1847.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.87
100
43.98
64
58.85
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_3192
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.02
19.83
19.88
model-npz/VGG19_optsgd_s1000_e1_b1_lr0001_7245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.58
100
43.81
63
57.72
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2787
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.02
20.01
20.04
model-npz/VGG19_optsgd_s1000_e1_b1_lr00001_2629.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19.06
100
44.7
63
56.64
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3008
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.03
16.94
16.97
model-npz/VGG19_optsgd_s1000_e1_b2_lr001_1889.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
16.96
100
43.56
64
57.4
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1993
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.03
17.25
17.3
model-npz/VGG19_optsgd_s1000_e1_b2_lr0001_9671.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
16.31
100
42.61
63
56.49
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1708
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.03
17.17
17.19
model-npz/VGG19_optsgd_s1000_e1_b2_lr00001_4592.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
17.15
100
43.76
64
57.24
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1719
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.06
16.06
16.09
model-npz/VGG19_optsgd_s1000_e1_b4_lr001_2550.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.2
100
41.93
63
56.22
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1658
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.06
16.18
16.21
model-npz/VGG19_optsgd_s1000_e1_b4_lr0001_3227.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
14.17
100
38.91
63
56.3
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1955
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.06
16.13
16.15
model-npz/VGG19_optsgd_s1000_e1_b4_lr00001_2737.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
15.61
100
43.59
62
55.89
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_3483
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.13
16.33
16.36
model-npz/VGG19_optsgd_s1000_e1_b8_lr001_2006.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
14.14
100
43.75
63
56.95
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_3097
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.13
16.42
16.45
model-npz/VGG19_optsgd_s1000_e1_b8_lr0001_2033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
14.22
100
41.89
63
55.69
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2358
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.13
16.26
16.29
model-npz/VGG19_optsgd_s1000_e1_b8_lr00001_2824.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
14.3
100
42.37
63
56.63
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2678
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.33
21.11
21.14
model-npz/VGG19_optsgd_s1000_e1_b16_lr001_3050.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.63
100
50.33
64
56.91
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1301
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.33
20.88
20.91
model-npz/VGG19_optsgd_s1000_e1_b16_lr0001_1860.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
15.56
100
49.65
63
57.56
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_9999
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.33
20.8
20.84
model-npz/VGG19_optsgd_s1000_e1_b16_lr00001_1010.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
16.09
100
54.96
64
57.83
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2144
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.78
25.16
25.19
model-npz/VGG19_optsgd_s1000_e1_b32_lr001_1910.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
17.41
100
59.07
65
59.59
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_9054
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.79
25.3
25.32
model-npz/VGG19_optsgd_s1000_e1_b32_lr0001_2660.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
17.47
100
58.26
65
59.77
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1221
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.78
25.06
25.09
model-npz/VGG19_optsgd_s1000_e1_b32_lr00001_3388.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
17.08
100
60
65
60.35
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2905
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
2.62
42.04
42.07
model-npz/VGG19_optsgd_s1000_e1_b64_lr001_2073.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
17.89
100
72.71
68
62.99
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1741
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
2.62
41.92
41.95
model-npz/VGG19_optsgd_s1000_e1_b64_lr0001_1890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
18
100
72.9
68
63.38
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2361
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
2.62
41.97
42.02
model-npz/VGG19_optsgd_s1000_e1_b64_lr00001_2415.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
16.53
100
72.39
67
62.07
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1471
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.02
15.93
31.88
model-npz/VGG19_optsgd_s1000_e2_b1_lr001_2704.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
24.39
100
55.2
65
60.68
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2058
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.02
15.9
31.83
model-npz/VGG19_optsgd_s1000_e2_b1_lr0001_2948.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
24.44
100
54.68
66
60.56
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3081
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.02
16.12
32.26
model-npz/VGG19_optsgd_s1000_e2_b1_lr00001_1800.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
24.92
100
56.01
66
61.15
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2204
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.03
12.83
25.68
model-npz/VGG19_optsgd_s1000_e2_b2_lr001_2745.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
22
100
52
65
59.03
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1621
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.03
12.83
25.68
model-npz/VGG19_optsgd_s1000_e2_b2_lr0001_3081.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
22.65
100
54.86
66
59.86
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1398
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.03
12.99
26.01
model-npz/VGG19_optsgd_s1000_e2_b2_lr00001_2733.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
22.27
100
53.58
66
59.81
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_9518
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.05
11.43
22.9
model-npz/VGG19_optsgd_s1000_e2_b4_lr001_2537.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
21.07
100
53.32
66
60.43
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1368
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.05
11.64
23.31
model-npz/VGG19_optsgd_s1000_e2_b4_lr0001_3395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.95
100
53.83
66
59.46
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_7587
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.05
11.69
23.44
model-npz/VGG19_optsgd_s1000_e2_b4_lr00001_4083.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
20.78
100
53.22
66
59.83
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_2413
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.09
11.36
22.75
model-npz/VGG19_optsgd_s1000_e2_b8_lr001_9480.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19.45
100
56.12
66
59.43
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_9764
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.09
11.33
22.69
model-npz/VGG19_optsgd_s1000_e2_b8_lr0001_1655.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
18.48
100
50.59
66
60.07
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1841
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.09
11.36
22.75
model-npz/VGG19_optsgd_s1000_e2_b8_lr00001_1697.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
19
100
53.02
66
59.61
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_9133
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.2
12.82
25.68
model-npz/VGG19_optsgd_s1000_e2_b16_lr001_1924.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
20.83
100
56.79
66
60.51
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_2150
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.2
12.82
25.69
model-npz/VGG19_optsgd_s1000_e2_b16_lr0001_2121.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
21.25
100
58.32
66
60.25
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3330
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.2
12.78
25.61
model-npz/VGG19_optsgd_s1000_e2_b16_lr00001_2370.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
21.48
100
59.18
66
61.03
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_7674
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.46
14.92
29.87
model-npz/VGG19_optsgd_s1000_e2_b32_lr001_2044.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
21.38
100
63.87
67
61.24
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2282
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.47
15.02
30.08
model-npz/VGG19_optsgd_s1000_e2_b32_lr0001_3211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
21.25
100
60.27
66
61.86
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1039
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.47
14.97
29.98
model-npz/VGG19_optsgd_s1000_e2_b32_lr00001_1766.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
21.71
100
61.63
66
60.79
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1822
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
1.44
23.07
46.17
model-npz/VGG19_optsgd_s1000_e2_b64_lr001_1996.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
21.69
100
75.56
69
63.46
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_3263
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
1.45
23.29
46.61
model-npz/VGG19_optsgd_s1000_e2_b64_lr0001_8113.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
21.3
100
73.51
68
63.28
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_3225
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.46
23.32
46.7
model-npz/VGG19_optsgd_s1000_e2_b64_lr00001_3210.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
21.3
100
74.8
67
62
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_1486
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.01
13.46
67.34
model-npz/VGG19_optsgd_s1000_e5_b1_lr001_3021.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
31.79
100
70.26
67
62.6
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_2088
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.01
14.01
70.11
model-npz/VGG19_optsgd_s1000_e5_b1_lr0001_1308.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
30.36
100
67.19
65
61.28
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1538
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.01
13.93
69.7
model-npz/VGG19_optsgd_s1000_e5_b1_lr00001_2593.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
30.71
100
67.38
63
59.86
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2818
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.02
10.3
51.52
model-npz/VGG19_optsgd_s1000_e5_b2_lr001_8711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
30.56
100
69.83
64
58.65
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2419
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.02
10.28
51.44
model-npz/VGG19_optsgd_s1000_e5_b2_lr0001_1327.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
31.05
100
70.99
64
59
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_9313
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.02
10.31
51.61
model-npz/VGG19_optsgd_s1000_e5_b2_lr00001_1256.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
30.01
100
68.8
64
58.6
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_3006
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.04
8.85
44.3
model-npz/VGG19_optsgd_s1000_e5_b4_lr001_3197.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.27
100
70.13
63
58.44
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_7685
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.04
8.89
44.51
model-npz/VGG19_optsgd_s1000_e5_b4_lr0001_1311.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
28.46
100
69.22
64
58.34
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3226
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.03
8.84
44.22
model-npz/VGG19_optsgd_s1000_e5_b4_lr00001_1635.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
28.25
100
68.14
64
58.3
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1744
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.07
8.3
41.55
model-npz/VGG19_optsgd_s1000_e5_b8_lr001_4832.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
25.94
100
67.35
64
58.75
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1721
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.07
8.28
41.47
model-npz/VGG19_optsgd_s1000_e5_b8_lr0001_1065.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
25.97
100
68.74
64
58.43
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2731
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.07
8.27
41.37
model-npz/VGG19_optsgd_s1000_e5_b8_lr00001_2451.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
26.46
100
70.53
65
59.33