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8
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int64
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int64
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float64
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int64
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float64
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float64
0
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float64
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100
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float64
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float64
23
69
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float64
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64
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3778
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.5
31.77
31.81
model-npz/ResNet50_optadam_s1000_e1_b16_lr0001_2518.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.15
100
15.22
31
25.36
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_6313
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.5
31.34
31.38
model-npz/ResNet50_optadam_s1000_e1_b16_lr00001_1956.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.24
100
15.59
31
25.57
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1504
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
0.98
31.52
31.58
model-npz/ResNet50_optadam_s1000_e1_b32_lr001_3392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
3.31
100
13.69
33
25.88
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2276
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
0.99
31.74
31.77
model-npz/ResNet50_optadam_s1000_e1_b32_lr0001_1245.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
3.6
100
14.5
33
25.81
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2166
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
0.97
31.1
31.12
model-npz/ResNet50_optadam_s1000_e1_b32_lr00001_2621.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
3.75
100
13.92
32
25.83
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_3223
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
2.06
32.94
32.96
model-npz/ResNet50_optadam_s1000_e1_b64_lr001_2575.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
58
5.62
100
18.32
35
26.79
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2855
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
2.06
33.01
33.04
model-npz/ResNet50_optadam_s1000_e1_b64_lr0001_1974.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
58
5.41
100
18.39
34
26.73
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2568
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
2.06
32.92
32.95
model-npz/ResNet50_optadam_s1000_e1_b64_lr00001_1817.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
57
5.76
100
18.57
35
27.09
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3289
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.04
35.94
71.93
model-npz/ResNet50_optadam_s1000_e2_b1_lr001_1437.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.61
100
30.91
28
26.8
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2340
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.04
36.15
72.34
model-npz/ResNet50_optadam_s1000_e2_b1_lr0001_2138.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.6
100
31
28
26.71
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2452
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.03
35.45
70.94
model-npz/ResNet50_optadam_s1000_e2_b1_lr00001_3038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.57
100
31.01
28
26.7
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1888
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.05
24.74
49.51
model-npz/ResNet50_optadam_s1000_e2_b2_lr001_2041.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.2
100
25.91
29
26.44
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1536
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.05
24.64
49.32
model-npz/ResNet50_optadam_s1000_e2_b2_lr0001_1788.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.31
100
26.52
29
26.39
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2733
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.05
24.74
49.5
model-npz/ResNet50_optadam_s1000_e2_b2_lr00001_2673.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.3
100
26.29
29
26.37
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2059
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.08
19.19
38.4
model-npz/ResNet50_optadam_s1000_e2_b4_lr001_1172.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.04
100
20.35
30
26.25
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2445
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.08
19.07
38.17
model-npz/ResNet50_optadam_s1000_e2_b4_lr0001_1473.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.23
100
20.89
30
26.13
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_8300
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.08
19.04
38.1
model-npz/ResNet50_optadam_s1000_e2_b4_lr00001_7886.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.12
100
21.36
30
26.15
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1648
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.13
16.44
32.92
model-npz/ResNet50_optadam_s1000_e2_b8_lr001_2640.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.42
100
16.84
32
26.05
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1832
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.13
16.26
32.54
model-npz/ResNet50_optadam_s1000_e2_b8_lr0001_2262.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.68
100
19.08
31
26.04
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2067
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.13
16.49
33.03
model-npz/ResNet50_optadam_s1000_e2_b8_lr00001_2246.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.57
100
18
31
25.97
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2892
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.26
16.62
33.29
model-npz/ResNet50_optadam_s1000_e2_b16_lr001_1146.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
4.89
100
20.71
33
26.15
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1585
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.27
16.83
33.69
model-npz/ResNet50_optadam_s1000_e2_b16_lr0001_2797.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
4.65
100
18.92
32
26.12
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3315
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.26
16.66
33.35
model-npz/ResNet50_optadam_s1000_e2_b16_lr00001_1092.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4.53
100
19.49
33
26.19
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1505
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.52
16.57
33.18
model-npz/ResNet50_optadam_s1000_e2_b32_lr001_6442.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
5.51
100
19.44
34
26.19
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_6335
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
0.51
16.38
32.78
model-npz/ResNet50_optadam_s1000_e2_b32_lr0001_3060.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
5.48
100
18.62
34
26.55
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3313
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.51
16.41
32.84
model-npz/ResNet50_optadam_s1000_e2_b32_lr00001_2774.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
5.5
100
17.68
34
26.38
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2609
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
1.06
17.02
34.06
model-npz/ResNet50_optadam_s1000_e2_b64_lr001_2692.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
59
7.52
100
22.13
36
27.17
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2111
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
1.07
17.12
34.27
model-npz/ResNet50_optadam_s1000_e2_b64_lr0001_7007.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
58
7.53
100
22.75
35
27.47
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1799
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
1.08
17.29
34.61
model-npz/ResNet50_optadam_s1000_e2_b64_lr00001_3622.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
59
7.13
100
22.32
36
27.52
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2165
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.03
27.49
137.5
model-npz/ResNet50_optadam_s1000_e5_b1_lr001_4666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.72
100
40.24
29
27.88
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3253
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.03
27.59
138.01
model-npz/ResNet50_optadam_s1000_e5_b1_lr0001_2698.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.7
100
40.07
29
27.91
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2635
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.03
27.68
138.45
model-npz/ResNet50_optadam_s1000_e5_b1_lr00001_2753.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
4.69
100
39.7
29
27.93
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2828
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.03
16.77
83.91
model-npz/ResNet50_optadam_s1000_e5_b2_lr001_1712.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
4.8
100
37.23
30
27.68
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_5532
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.03
16.8
84.04
model-npz/ResNet50_optadam_s1000_e5_b2_lr0001_2729.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
4.67
100
36.44
30
27.68
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1299
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.03
16.36
81.86
model-npz/ResNet50_optadam_s1000_e5_b2_lr00001_1984.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
5.03
100
37.7
30
27.8
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_9947
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.04
11.17
55.9
model-npz/ResNet50_optadam_s1000_e5_b4_lr001_3081.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
5.16
100
31.87
31
27.68
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_9198
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.04
11.04
55.26
model-npz/ResNet50_optadam_s1000_e5_b4_lr0001_2745.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
5.2
100
32.88
31
27.92
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1776
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.04
11.23
56.18
model-npz/ResNet50_optadam_s1000_e5_b4_lr00001_4654.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
5.19
100
31.68
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Nvidia
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Nvidia
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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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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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8
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NVIDIA A100-SXM4-80GB
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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
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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8
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Nvidia
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8
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10
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Nvidia
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Ampere
8
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80
hbm2e
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Nvidia
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Ampere
8
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80
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27
24.73
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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24.4
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10
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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25
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10
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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25
24.37
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10
224
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3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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10
224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
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