Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.23
100
20.32
27
25.82
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1218
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
6.86
6.87
6.89
model-npz/VGG16_optadam_s1_e1_b1_lr00001_4968.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.35
100
22.22
27
25.91
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2998
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
3.41
3.42
6.87
model-npz/VGG16_optadam_s1_e2_b1_lr001_5037.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.64
100
21.18
27
25.86
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2175
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
3.41
3.41
6.84
model-npz/VGG16_optadam_s1_e2_b1_lr0001_3066.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.64
100
25.27
27
26.18
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2889
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
3.57
3.58
7.17
model-npz/VGG16_optadam_s1_e2_b1_lr00001_2354.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.96
100
16.92
27
26.08
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_3073
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
1.46
1.46
7.32
model-npz/VGG16_optadam_s1_e5_b1_lr001_1457.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.65
100
22.74
27
26.22
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_5392
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
1.34
1.34
6.75
model-npz/VGG16_optadam_s1_e5_b1_lr0001_2881.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.27
100
19.36
28
26.27
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1679
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
1.37
1.37
6.89
model-npz/VGG16_optadam_s1_e5_b1_lr00001_9678.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.68
100
23.73
28
26.64
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_3038
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.67
0.67
6.75
model-npz/VGG16_optadam_s1_e10_b1_lr001_3135.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.09
100
20.45
27
26.68
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_3800
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.71
0.71
7.11
model-npz/VGG16_optadam_s1_e10_b1_lr0001_1321.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.52
100
22.4
28
26.56
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_3946
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.69
0.69
6.93
model-npz/VGG16_optadam_s1_e10_b1_lr00001_1202.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.74
100
23.87
27
26.61
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2953
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.69
6.88
6.9
model-npz/VGG16_optadam_s10_e1_b1_lr001_2660.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.22
100
21.57
28
26.7
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2633
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.7
6.96
6.98
model-npz/VGG16_optadam_s10_e1_b1_lr0001_2662.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.22
100
26.35
28
26.83
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1506
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.66
6.65
6.69
model-npz/VGG16_optadam_s10_e1_b1_lr00001_3235.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.57
100
22.52
28
26.65
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2452
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
1.47
7.38
7.4
model-npz/VGG16_optadam_s10_e1_b2_lr001_1292.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.4
100
21.36
29
26.8
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1976
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
1.45
7.23
7.26
model-npz/VGG16_optadam_s10_e1_b2_lr0001_3162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.54
100
22.04
28
26.88
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1519
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
1.42
7.09
7.11
model-npz/VGG16_optadam_s10_e1_b2_lr00001_1970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.65
100
23.09
30
26.96
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_8489
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
2.87
8.61
8.66
model-npz/VGG16_optadam_s10_e1_b4_lr001_1339.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
3.04
100
30.42
32
27.81
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_6462
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
2.79
8.38
8.4
model-npz/VGG16_optadam_s10_e1_b4_lr0001_2199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.6
100
29.48
32
27.76
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2498
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
2.78
8.35
8.38
model-npz/VGG16_optadam_s10_e1_b4_lr00001_8766.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.63
100
24.37
33
27.85
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_8627
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
4.45
8.9
8.92
model-npz/VGG16_optadam_s10_e1_b8_lr001_3232.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.78
100
29.81
33
28.7
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1535
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
4.44
8.89
8.92
model-npz/VGG16_optadam_s10_e1_b8_lr0001_7152.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.35
100
27.88
34
28.92
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_3309
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
4.4
8.8
8.82
model-npz/VGG16_optadam_s10_e1_b8_lr00001_2605.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.15
100
28.62
34
29.42
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_8371
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.35
3.51
7.05
model-npz/VGG16_optadam_s10_e2_b1_lr001_1711.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.48
100
21.7
29
27.78
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_2371
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.36
3.6
7.22
model-npz/VGG16_optadam_s10_e2_b1_lr0001_1698.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.5
100
21.54
28
27.29
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_2231
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.35
3.53
7.09
model-npz/VGG16_optadam_s10_e2_b1_lr00001_2025.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.7
100
23.65
28
27.13
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_3305
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.7
3.52
7.07
model-npz/VGG16_optadam_s10_e2_b2_lr001_1468.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.61
100
24.17
29
27.17
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_3394
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.71
3.56
7.15
model-npz/VGG16_optadam_s10_e2_b2_lr0001_1810.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.91
100
23.35
29
27.13
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_2560
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.77
3.84
7.73
model-npz/VGG16_optadam_s10_e2_b2_lr00001_2744.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.17
100
25.26
28
27
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1098
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
1.34
4.03
8.08
model-npz/VGG16_optadam_s10_e2_b4_lr001_8074.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.19
100
28.5
32
27.54
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1900
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.41
4.24
8.51
model-npz/VGG16_optadam_s10_e2_b4_lr0001_2733.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.73
100
30.88
32
27.96
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_9550
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
1.39
4.18
8.39
model-npz/VGG16_optadam_s10_e2_b4_lr00001_1999.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.68
100
25.44
33
28.4
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1730
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
2.23
4.46
8.94
model-npz/VGG16_optadam_s10_e2_b8_lr001_8336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.46
100
29.73
34
29.04
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_3166
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
2.25
4.5
9.05
model-npz/VGG16_optadam_s10_e2_b8_lr0001_2083.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.74
100
30.52
35
28.96
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_4733
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
2.24
4.49
9
model-npz/VGG16_optadam_s10_e2_b8_lr00001_8139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.61
100
33.21
35
29.29
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1762
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.14
1.42
7.13
model-npz/VGG16_optadam_s10_e5_b1_lr001_3290.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.14
100
31.23
29
27.95
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_2403
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.15
1.46
7.34
model-npz/VGG16_optadam_s10_e5_b1_lr0001_3142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.91
100
22.78
29
27.78
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2851
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.14
1.45
7.26
model-npz/VGG16_optadam_s10_e5_b1_lr00001_1635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.74
100
27.65
30
27.57
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2703
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.29
1.46
7.31
model-npz/VGG16_optadam_s10_e5_b2_lr001_1168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.17
100
26.09
29
27.48
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_2245
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.29
1.43
7.17
model-npz/VGG16_optadam_s10_e5_b2_lr0001_1900.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.32
100
23.68
29
27.2
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2412
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.29
1.46
7.33
model-npz/VGG16_optadam_s10_e5_b2_lr00001_6858.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.65
100
28.43
29
27.04
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2405
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.56
1.7
8.52
model-npz/VGG16_optadam_s10_e5_b4_lr001_5794.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.81
100
26.77
32
27.65
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_2423
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.57
1.7
8.53
model-npz/VGG16_optadam_s10_e5_b4_lr0001_5128.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.38
100
29.96
33
28.38
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2998
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.55
1.66
8.34
model-npz/VGG16_optadam_s10_e5_b4_lr00001_2927.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.28
100
30.32
34
28.4
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1122
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.88
1.76
8.83
model-npz/VGG16_optadam_s10_e5_b8_lr001_2603.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.11
100
31.04
34
29.22
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1047
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.9
1.8
9.05
model-npz/VGG16_optadam_s10_e5_b8_lr0001_1175.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.89
100
31.37
34
28.96
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_1914
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.89
1.78
8.91
model-npz/VGG16_optadam_s10_e5_b8_lr00001_7945.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.63
100
29.37
34
29.26
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_2970
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.07
0.74
7.46
model-npz/VGG16_optadam_s10_e10_b1_lr001_3091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.08
100
22.96
31
28
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_3227
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.07
0.74
7.48
model-npz/VGG16_optadam_s10_e10_b1_lr0001_9156.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.29
100
23.96
31
27.75
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1839
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.07
0.74
7.48
model-npz/VGG16_optadam_s10_e10_b1_lr00001_1033.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.08
100
22.2
31
27.52
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_3372
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.15
0.76
7.62
model-npz/VGG16_optadam_s10_e10_b2_lr001_1826.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.12
100
20.75
32
27.79
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1337
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.15
0.73
7.35
model-npz/VGG16_optadam_s10_e10_b2_lr0001_5609.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.13
100
23.96
31
27.57
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1251
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.15
0.74
7.45
model-npz/VGG16_optadam_s10_e10_b2_lr00001_1005.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.87
100
22.61
31
27.48
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2920
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.29
0.87
8.74
model-npz/VGG16_optadam_s10_e10_b4_lr001_1947.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.85
100
33.62
33
28.15
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_3064
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.29
0.86
8.67
model-npz/VGG16_optadam_s10_e10_b4_lr0001_7249.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.42
100
26.08
33
28.31
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2357
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.29
0.86
8.67
model-npz/VGG16_optadam_s10_e10_b4_lr00001_1932.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.04
100
28.04
35
28.54
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_8598
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.45
0.9
9.07
model-npz/VGG16_optadam_s10_e10_b8_lr001_2281.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
4.35
100
34.08
35
28.96
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_6320
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.45
0.9
9.01
model-npz/VGG16_optadam_s10_e10_b8_lr0001_3050.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.19
100
28.89
35
29.56
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_1841
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.46
0.92
9.23
model-npz/VGG16_optadam_s10_e10_b8_lr00001_3112.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.04
100
30.67
36
29.56
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_1558
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.08
7.53
7.55
model-npz/VGG16_optadam_s100_e1_b1_lr001_2683.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.75
100
22.79
31
28.21
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_1516
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.08
7.63
7.65
model-npz/VGG16_optadam_s100_e1_b1_lr0001_2761.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.21
100
25.42
32
28
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_9123
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.08
7.62
7.64
model-npz/VGG16_optadam_s100_e1_b1_lr00001_2242.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.75
100
26.62
33
27.96
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1554
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.14
7.25
7.28
model-npz/VGG16_optadam_s100_e1_b2_lr001_8719.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.67
100
27.54
31
27.71