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float64
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float64
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float64
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float64
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69
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64
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1328
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
9.82
9.82
49.15
model-npz/ResNet101_optadam_s1_e5_b1_lr00001_8247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.18
71
2.04
28
26.04
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_3026
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
4.93
4.94
49.39
model-npz/ResNet101_optadam_s1_e10_b1_lr001_2958.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.3
100
3.29
27
26.02
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2049
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
4.98
4.99
49.91
model-npz/ResNet101_optadam_s1_e10_b1_lr0001_3247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.26
100
3.03
27
26.06
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_1530
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
4.96
4.97
49.7
model-npz/ResNet101_optadam_s1_e10_b1_lr00001_9394.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.21
100
2.54
27
26.03
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_1605
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
4.97
49.73
49.75
model-npz/ResNet101_optadam_s10_e1_b1_lr001_3392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.25
100
2.96
27
26.01
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_5016
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
4.92
49.21
49.24
model-npz/ResNet101_optadam_s10_e1_b1_lr0001_2221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.24
100
2.45
27
26
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_8499
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
4.95
49.55
49.57
model-npz/ResNet101_optadam_s10_e1_b1_lr00001_2103.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.19
55
2.11
28
26.03
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1611
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
9.87
49.36
49.4
model-npz/ResNet101_optadam_s10_e1_b2_lr001_2896.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.18
51
1.47
27
26
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1880
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
9.73
48.66
48.69
model-npz/ResNet101_optadam_s10_e1_b2_lr0001_3014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.32
100
3.35
28
26.1
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3271
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
9.88
49.41
49.44
model-npz/ResNet101_optadam_s10_e1_b2_lr00001_2396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.25
100
2.3
27
26.06
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1450
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
17.12
51.37
51.39
model-npz/ResNet101_optadam_s10_e1_b4_lr001_4139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.54
100
4.62
29
26.11
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_3263
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
17.1
51.3
51.32
model-npz/ResNet101_optadam_s10_e1_b4_lr0001_2728.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.4
100
3.69
29
26.15
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1881
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
16.99
50.99
51.01
model-npz/ResNet101_optadam_s10_e1_b4_lr00001_5456.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.45
88
3.95
29
26.18
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_8411
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
26.48
52.97
53
model-npz/ResNet101_optadam_s10_e1_b8_lr001_1740.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.59
60
3.89
29
26.18
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3179
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
25.55
51.11
51.15
model-npz/ResNet101_optadam_s10_e1_b8_lr0001_2290.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.64
66
4.13
29
26.18
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2855
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
25.61
51.23
51.25
model-npz/ResNet101_optadam_s10_e1_b8_lr00001_3616.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.51
100
4.44
29
26.16
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_7908
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
2.5
24.97
49.96
model-npz/ResNet101_optadam_s10_e2_b1_lr001_3006.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.24
100
2.99
28
26.06
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_6110
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
2.49
24.94
49.91
model-npz/ResNet101_optadam_s10_e2_b1_lr0001_3617.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.27
100
3.24
27
26
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_4327
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
2.51
25.09
50.21
model-npz/ResNet101_optadam_s10_e2_b1_lr00001_1411.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.26
52
2.39
28
26
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2136
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
4.94
24.71
49.44
model-npz/ResNet101_optadam_s10_e2_b2_lr001_2600.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.26
58
2.24
28
25.99
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_2471
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
4.93
24.64
49.3
model-npz/ResNet101_optadam_s10_e2_b2_lr0001_9330.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.24
100
2.38
27
26
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_2896
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
4.92
24.59
49.21
model-npz/ResNet101_optadam_s10_e2_b2_lr00001_1775.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.34
100
3.68
27
25.98
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_2276
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
8.6
25.81
51.67
model-npz/ResNet101_optadam_s10_e2_b4_lr001_7120.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.49
100
4.3
29
26.07
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1153
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
8.51
25.55
51.13
model-npz/ResNet101_optadam_s10_e2_b4_lr0001_2191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.46
100
4.05
29
26.15
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1821
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
8.57
25.71
51.45
model-npz/ResNet101_optadam_s10_e2_b4_lr00001_3379.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.54
67
3.66
29
26.09
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2850
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
12.89
25.8
51.62
model-npz/ResNet101_optadam_s10_e2_b8_lr001_1456.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.57
64
3.83
29
26.12
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_6055
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
12.8
25.61
51.24
model-npz/ResNet101_optadam_s10_e2_b8_lr0001_1120.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.64
62
4.19
29
26.12
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1094
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
12.86
25.73
51.49
model-npz/ResNet101_optadam_s10_e2_b8_lr00001_6279.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.61
100
4.93
29
26.19
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2579
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
1.02
10.25
51.3
model-npz/ResNet101_optadam_s10_e5_b1_lr001_5296.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.38
47
3.73
28
26.11
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_3199
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
1.03
10.3
51.53
model-npz/ResNet101_optadam_s10_e5_b1_lr0001_1766.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.3
100
3.64
28
26.11
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_3214
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
1.03
10.31
51.59
model-npz/ResNet101_optadam_s10_e5_b1_lr00001_1534.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.31
100
4.13
28
26.13
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2379
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
2.02
10.12
50.62
model-npz/ResNet101_optadam_s10_e5_b2_lr001_1224.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.35
59
2.94
28
26.09
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_3032
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
2.02
10.1
50.51
model-npz/ResNet101_optadam_s10_e5_b2_lr0001_1376.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.27
100
3.32
28
26.08
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2345
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
1.99
9.97
49.92
model-npz/ResNet101_optadam_s10_e5_b2_lr00001_8410.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.23
100
2.96
28
26.05
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_1221
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
3.44
10.34
51.71
model-npz/ResNet101_optadam_s10_e5_b4_lr001_9465.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.67
67
4.94
29
26.11
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_3027
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
3.44
10.34
51.72
model-npz/ResNet101_optadam_s10_e5_b4_lr0001_3122.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.52
66
3.81
29
26.14
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1071
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
3.49
10.47
52.36
model-npz/ResNet101_optadam_s10_e5_b4_lr00001_3181.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.55
62
4.24
29
26.16
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_3995
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
5.27
10.54
52.75
model-npz/ResNet101_optadam_s10_e5_b8_lr001_1965.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.51
63
3.77
29
26.18
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1312
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
5.15
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Nvidia
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Ampere
8
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8
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Nvidia
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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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Nvidia
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Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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26.39
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100
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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26.38
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100
224
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3
10
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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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80
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Nvidia
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8
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80
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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
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
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224
224
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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224
224
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10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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100
224
224
3
10
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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26.58
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100
224
224
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10
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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31
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100
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37
27.27
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100
224
224
3
10
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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37
27.45
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100
224
224
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10
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
46
3.09
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36
27.53
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100
224
224
3
10
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.32
46
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30
27.15
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100
224
224
3
10
adam
5
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.41
100
14.77
30
27.03
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100
224
224
3
10
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.33
53
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30
27.06
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100
224
224
3
10
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5
2
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1
100
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30
26.77
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100
224
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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26.7
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100
224
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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30
26.68