Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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2.15.1
12.2
0.02
2.19
10.96
model-npz/VGG19_optadam_s100_e5_b1_lr001_7442.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.9
100
33.9
38
33.39
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_5963
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.02
2.22
11.14
model-npz/VGG19_optadam_s100_e5_b1_lr0001_2110.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
5.06
100
31.13
37
31.74
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_6181
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.02
2.19
10.99
model-npz/VGG19_optadam_s100_e5_b1_lr00001_2768.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
4.94
100
34.19
37
30.94
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_2112
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.04
1.99
9.98
model-npz/VGG19_optadam_s100_e5_b2_lr001_2235.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.79
100
31.5
37
30.39
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_1986
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.04
1.92
9.62
model-npz/VGG19_optadam_s100_e5_b2_lr0001_3892.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.37
100
30.04
37
30.19
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1933
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.04
1.96
9.83
model-npz/VGG19_optadam_s100_e5_b2_lr00001_2676.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.79
100
32.31
38
29.9
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3117
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.08
1.92
9.62
model-npz/VGG19_optadam_s100_e5_b4_lr001_3257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.63
100
30.85
37
29.89
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_4526
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.08
2
10.03
model-npz/VGG19_optadam_s100_e5_b4_lr0001_8121.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
3.89
100
31.93
37
29.67
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_2846
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.08
1.95
9.79
model-npz/VGG19_optadam_s100_e5_b4_lr00001_1635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.56
100
29.74
37
29.74
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2821
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.17
2.21
11.08
model-npz/VGG19_optadam_s100_e5_b8_lr001_8939.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.94
100
34.45
38
30.68
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2933
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.17
2.18
10.91
model-npz/VGG19_optadam_s100_e5_b8_lr0001_1588.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
5.77
100
33.83
39
30.97
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1018
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.17
2.26
11.31
model-npz/VGG19_optadam_s100_e5_b8_lr00001_1242.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
6.13
100
34.47
40
31
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2420
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.34
2.35
11.79
model-npz/VGG19_optadam_s100_e5_b16_lr001_7715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.12
100
39.31
40
31.62
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_1516
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.33
2.29
11.5
model-npz/VGG19_optadam_s100_e5_b16_lr0001_1014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
7.38
100
37.19
41
32.03
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_1196
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.33
2.32
11.61
model-npz/VGG19_optadam_s100_e5_b16_lr00001_3274.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.87
100
33.71
42
32.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_3052
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.67
2.69
13.49
model-npz/VGG19_optadam_s100_e5_b32_lr001_2132.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
9.21
100
50.94
42
34
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_3198
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.67
2.68
13.45
model-npz/VGG19_optadam_s100_e5_b32_lr0001_1765.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.09
100
42.49
44
33.71
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3041
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.67
2.7
13.52
model-npz/VGG19_optadam_s100_e5_b32_lr00001_2603.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8
100
40.49
43
34.29
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_1084
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
2.24
4.48
22.43
model-npz/VGG19_optadam_s100_e5_b64_lr001_1019.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
11.22
100
60.45
47
38.78
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2824
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
2.23
4.45
22.3
model-npz/VGG19_optadam_s100_e5_b64_lr0001_7575.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
11.64
100
61.22
49
39.68
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2961
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
2.25
4.51
22.59
model-npz/VGG19_optadam_s100_e5_b64_lr00001_3549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
12.46
100
60.42
50
40.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_3654
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.01
1.44
14.43
model-npz/VGG19_optadam_s100_e10_b1_lr001_2322.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
7.17
100
41.61
39
34.64
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_7362
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.01
1.42
14.28
model-npz/VGG19_optadam_s100_e10_b1_lr0001_2822.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
7.08
100
40.81
38
33.08
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_9194
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.01
1.43
14.31
model-npz/VGG19_optadam_s100_e10_b1_lr00001_2448.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
7.11
100
38.05
38
32.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_2455
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.02
1.2
12.07
model-npz/VGG19_optadam_s100_e10_b2_lr001_2970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.3
100
32.79
38
31.61
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_3257
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.02
1.19
11.95
model-npz/VGG19_optadam_s100_e10_b2_lr0001_5295.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
7.18
100
38.48
38
31.42
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2857
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.02
1.2
12.08
model-npz/VGG19_optadam_s100_e10_b2_lr00001_9234.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.91
100
37.64
39
31.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2156
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.04
1.13
11.35
model-npz/VGG19_optadam_s100_e10_b4_lr001_2307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
6.56
100
34.47
38
30.94
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_3695
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.04
1.12
11.19
model-npz/VGG19_optadam_s100_e10_b4_lr0001_1235.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
5.71
100
32.52
39
30.9
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_6084
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.04
1.12
11.2
model-npz/VGG19_optadam_s100_e10_b4_lr00001_3137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.6
100
35.53
40
30.97
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_1236
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.09
1.24
12.44
model-npz/VGG19_optadam_s100_e10_b8_lr001_2657.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
7.55
100
40.67
38
31.58
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1692
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.09
1.21
12.15
model-npz/VGG19_optadam_s100_e10_b8_lr0001_7472.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
8.24
100
39.41
41
32.06
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2966
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.09
1.23
12.3
model-npz/VGG19_optadam_s100_e10_b8_lr00001_2293.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
8.06
100
39.27
42
32.36
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1580
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.18
1.27
12.71
model-npz/VGG19_optadam_s100_e10_b16_lr001_1552.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
9.03
100
42.7
41
32.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1691
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.18
1.26
12.6
model-npz/VGG19_optadam_s100_e10_b16_lr0001_3315.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.15
100
39.82
43
33.09
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_9467
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.18
1.27
12.7
model-npz/VGG19_optadam_s100_e10_b16_lr00001_2004.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
7.53
100
36.79
44
33.47
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_3078
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.37
1.46
14.67
model-npz/VGG19_optadam_s100_e10_b32_lr001_2691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
9.38
100
49.03
43
34.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2255
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.37
1.46
14.67
model-npz/VGG19_optadam_s100_e10_b32_lr0001_2896.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
9.46
100
45.03
45
35.16
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2252
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.36
1.46
14.65
model-npz/VGG19_optadam_s100_e10_b32_lr00001_5650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
8.67
100
42.19
46
35.89
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2108
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
1.16
2.33
23.35
model-npz/VGG19_optadam_s100_e10_b64_lr001_1930.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
13.63
100
59.54
48
38.91
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1566
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
1.16
2.32
23.21
model-npz/VGG19_optadam_s100_e10_b64_lr0001_3087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.42
100
61.21
49
40.56
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2416
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
1.15
2.31
23.1
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Nvidia
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8
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108
80
hbm2e
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432
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100
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51
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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80
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Nvidia
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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Nvidia
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8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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31.29
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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31.23
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
7.34
100
35.44
42
31.31
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_4749
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
2,040
432
39
8.38
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40.06
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33.06
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3855
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10
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model-npz/VGG19_optadam_s1000_e1_b16_lr0001_3327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
9.03
100
42.14
42
33.26
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2890
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model-npz/VGG19_optadam_s1000_e1_b16_lr00001_7426.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
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39.49
44
33.46
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1438
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10
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model-npz/VGG19_optadam_s1000_e1_b32_lr001_3145.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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9
100
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34.18
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1846
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10
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model-npz/VGG19_optadam_s1000_e1_b32_lr0001_2487.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
10.28
100
48.82
45
34.97
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2377
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224
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10
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model-npz/VGG19_optadam_s1000_e1_b32_lr00001_1097.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
11.49
100
49.54
47
35.38
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1594
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224
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10
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model-npz/VGG19_optadam_s1000_e1_b64_lr001_1579.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
12.38
100
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47
38.56
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1163
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10
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model-npz/VGG19_optadam_s1000_e1_b64_lr0001_2596.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
14.24
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49
40.05