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DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1138
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
1.55
6.21
62.12
model-npz/DenseNet121_optadam_s100_e10_b32_lr00001_1257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
3.12
79
13.53
35
28.82
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1649
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
3.19
6.38
63.88
model-npz/DenseNet121_optadam_s100_e10_b64_lr001_2656.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
4.61
100
16.42
37
29.68
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_8157
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
3.22
6.43
64.41
model-npz/DenseNet121_optadam_s100_e10_b64_lr0001_3198.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
5.38
100
18.48
38
30.03
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2353
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
3.23
6.46
64.62
model-npz/DenseNet121_optadam_s100_e10_b64_lr00001_2765.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
4.47
100
16.3
38
30.29
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_3293
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.1
98.65
98.67
model-npz/DenseNet121_optadam_s1000_e1_b1_lr001_2802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.72
100
19.59
31
28.65
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1010
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.1
98.86
98.88
model-npz/DenseNet121_optadam_s1000_e1_b1_lr0001_1690.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.73
100
20.21
29
28.07
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7358
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.1
99.9
99.93
model-npz/DenseNet121_optadam_s1000_e1_b1_lr00001_3030.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.72
100
20.02
29
27.81
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1669
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.15
76.64
76.66
model-npz/DenseNet121_optadam_s1000_e1_b2_lr001_3086.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1
100
15.77
30
27.89
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2242
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.15
76
76.03
model-npz/DenseNet121_optadam_s1000_e1_b2_lr0001_1465.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.95
100
15.28
30
28.42
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_6861
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.15
76.14
76.19
model-npz/DenseNet121_optadam_s1000_e1_b2_lr00001_2517.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.9
100
14.75
30
28.48
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_1169
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.26
64.19
64.25
model-npz/DenseNet121_optadam_s1000_e1_b4_lr001_6801.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.12
100
12.64
30
28.41
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_1664
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.26
64.89
64.95
model-npz/DenseNet121_optadam_s1000_e1_b4_lr0001_2788.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.07
100
11.71
30
28.38
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1600
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.26
65.36
65.38
model-npz/DenseNet121_optadam_s1000_e1_b4_lr00001_1491.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.96
100
11.87
30
28.4
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_2688
1,000
224
224
3
10
adam
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8
0.01
2.15.1
12.2
0.48
59.84
59.89
model-npz/DenseNet121_optadam_s1000_e1_b8_lr001_3711.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.43
100
10.33
31
28.35
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2442
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
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58.96
model-npz/DenseNet121_optadam_s1000_e1_b8_lr0001_2051.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.54
100
10.89
31
28.38
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2732
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.47
59.33
59.35
model-npz/DenseNet121_optadam_s1000_e1_b8_lr00001_1489.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.54
100
11.02
31
28.32
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2667
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
0.98
61.82
61.86
model-npz/DenseNet121_optadam_s1000_e1_b16_lr001_2519.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.53
100
13.34
33
28.65
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_1885
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.99
62.41
62.45
model-npz/DenseNet121_optadam_s1000_e1_b16_lr0001_5434.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.53
100
13.71
33
28.66
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_5647
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.99
62.42
62.45
model-npz/DenseNet121_optadam_s1000_e1_b16_lr00001_2657.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.76
100
14.87
33
28.59
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1426
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
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63.68
63.72
model-npz/DenseNet121_optadam_s1000_e1_b32_lr001_5899.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3
100
13.36
35
28.74
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1924
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
1.93
61.63
61.66
model-npz/DenseNet121_optadam_s1000_e1_b32_lr0001_3302.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.35
100
14.65
35
28.75
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3394
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
1.91
61.19
61.21
model-npz/DenseNet121_optadam_s1000_e1_b32_lr00001_1936.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
3.18
100
14.58
35
28.88
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1699
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
4.03
64.55
64.59
model-npz/DenseNet121_optadam_s1000_e1_b64_lr001_1802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
51
5.28
100
18.23
37
29.51
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2730
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
4.05
64.78
64.83
model-npz/DenseNet121_optadam_s1000_e1_b64_lr0001_4140.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
4.67
100
15.53
38
29.83
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_4491
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
4
64.04
64.06
model-npz/DenseNet121_optadam_s1000_e1_b64_lr00001_2084.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
5.11
100
17.71
37
29.94
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3296
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.07
71.84
143.71
model-npz/DenseNet121_optadam_s1000_e2_b1_lr001_1986.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.78
100
25.42
30
28.71
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1614
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.07
72.34
144.73
model-npz/DenseNet121_optadam_s1000_e2_b1_lr0001_1137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.8
100
25.65
29
28.14
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3258
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.07
73.13
146.32
model-npz/DenseNet121_optadam_s1000_e2_b1_lr00001_2325.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.8
100
25.52
29
27.71
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1336
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.1
50.32
100.69
model-npz/DenseNet121_optadam_s1000_e2_b2_lr001_2951.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.21
100
20.9
29
27.96
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2132
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.1
49.62
99.27
model-npz/DenseNet121_optadam_s1000_e2_b2_lr0001_2289.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.2
100
20.8
29
27.95
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2091
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.1
49.89
99.81
model-npz/DenseNet121_optadam_s1000_e2_b2_lr00001_5976.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.19
100
20.68
30
28.08
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_3401
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.15
38.47
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model-npz/DenseNet121_optadam_s1000_e2_b4_lr001_2101.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.33
100
16.52
30
27.93
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2133
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.15
38.78
77.59
model-npz/DenseNet121_optadam_s1000_e2_b4_lr0001_2669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.34
100
16.37
30
27.93
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_9805
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.15
38.17
76.37
model-npz/DenseNet121_optadam_s1000_e2_b4_lr00001_8245.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.42
100
16.98
30
27.9
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2448
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.26
33.15
66.33
model-npz/DenseNet121_optadam_s1000_e2_b8_lr001_1717.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.1
100
14.7
31
27.98
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_9914
1,000
224
224
3
10
adam
2
8
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2.15.1
12.2
0.26
32.62
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model-npz/DenseNet121_optadam_s1000_e2_b8_lr0001_2145.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.02
100
14.23
31
27.96
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_3236
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
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32.86
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model-npz/DenseNet121_optadam_s1000_e2_b8_lr00001_2778.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.98
100
13.6
31
27.73
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_3787
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.53
33.15
66.36
model-npz/DenseNet121_optadam_s1000_e2_b16_lr001_1271.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
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8
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Nvidia
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8
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8
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8
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8
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Nvidia
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8
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28.35
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8
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Nvidia
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8
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29.04
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Nvidia
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8
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8
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Nvidia
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8
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27.11
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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Nvidia
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8
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Nvidia
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8
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32
28.84
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10
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Nvidia
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8
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28.87
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10
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Nvidia
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8
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
6,912
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80
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19
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34
29.19
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10
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Nvidia
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8
6,912
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80
hbm2e
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21
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35
29.2
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10
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Nvidia
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8
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Nvidia
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8
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80
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29.55
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
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80
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36
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38
29.66
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10
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Nvidia
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8
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80
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432
53
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41
30.48
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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54
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39
30.61
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10
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Nvidia
NVIDIA A100-SXM4-80GB
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8
6,912
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80
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52
8.86
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41
30.75
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10
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Nvidia
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8
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80
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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0.93
100
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29
28.2
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
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100
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29
27.9
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.67
100
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30
28.42
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224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.68
100
34.17
30
28.53
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.69
100
33.14
30
28.91
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224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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2.47
100
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31
28.88
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.17
100
30.57
31
28.96
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1,000
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10
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model-npz/DenseNet121_optadam_s1000_e10_b4_lr00001_2370.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.37
100
31.84
31
29.32
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
4.38
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32
29.46
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
4.33
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
13
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33
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Nvidia
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8
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80
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30.24
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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30.55
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Nvidia
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8
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80
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Nvidia
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8
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80
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Nvidia
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8
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Nvidia
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8
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Nvidia
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8
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80
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52
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Nvidia
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8
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80
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54
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10
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Nvidia
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Ampere
8
6,912
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80
hbm2e
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54
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43
32.39
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Nvidia
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Ampere
8
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80
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29.39
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Nvidia
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Ampere
8
6,912
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80
hbm2e
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432
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27.5
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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27.15
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224
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
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26.56
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224
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.75
100
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28
26.47
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224
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3
10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.72
100
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28
26.53
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1
224
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3
10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
6
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100
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28
26.39
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1
224
224
3
10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.67
100
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28
26.48
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1
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.8
100
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29
26.41
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1
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
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28
26.37
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1
224
224
3
10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.77
100
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29
26.44
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1
224
224
3
10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.67
100
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28
26.4