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8
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108
80
hbm2e
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37
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10
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model-npz/ResNet152_optsgd_s1000_e5_b4_lr0001_4297.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
3.53
54
31.14
37
34.41
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1,000
224
224
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10
sgd
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model-npz/ResNet152_optsgd_s1000_e5_b4_lr00001_1047.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
3.59
55
31.55
38
34.83
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_3236
1,000
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224
3
10
sgd
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model-npz/ResNet152_optsgd_s1000_e5_b8_lr001_3318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
4.79
65
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40
34.61
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_3281
1,000
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224
3
10
sgd
5
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model-npz/ResNet152_optsgd_s1000_e5_b8_lr0001_1781.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
4.83
65
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40
34.78
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1100
1,000
224
224
3
10
sgd
5
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model-npz/ResNet152_optsgd_s1000_e5_b8_lr00001_1258.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
11
4.76
64
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41
35.55
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_1797
1,000
224
224
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10
sgd
5
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model-npz/ResNet152_optsgd_s1000_e5_b16_lr001_9750.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
25
7.28
79
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43
35.5
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1731
1,000
224
224
3
10
sgd
5
16
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model-npz/ResNet152_optsgd_s1000_e5_b16_lr0001_1746.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
7.15
79
25.86
44
35.74
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2626
1,000
224
224
3
10
sgd
5
16
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73.13
model-npz/ResNet152_optsgd_s1000_e5_b16_lr00001_1082.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
7.21
79
25.56
45
35.94
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_1828
1,000
224
224
3
10
sgd
5
32
0.01
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64.63
model-npz/ResNet152_optsgd_s1000_e5_b32_lr001_1911.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.92
93
24.13
48
35.59
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_1274
1,000
224
224
3
10
sgd
5
32
0.001
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0.41
13.01
65.09
model-npz/ResNet152_optsgd_s1000_e5_b32_lr0001_7556.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
10.09
94
24.26
48
35.85
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2530
1,000
224
224
3
10
sgd
5
32
0.0001
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12.2
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12.92
64.65
model-npz/ResNet152_optsgd_s1000_e5_b32_lr00001_2409.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.97
94
24.58
49
35.94
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_1966
1,000
224
224
3
10
sgd
5
64
0.01
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13.38
66.93
model-npz/ResNet152_optsgd_s1000_e5_b64_lr001_3243.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
55
11.61
96
23.69
50
36.1
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_4357
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
0.8
12.88
64.46
model-npz/ResNet152_optsgd_s1000_e5_b64_lr0001_2365.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
56
11.75
96
24.01
51
36.55
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2378
1,000
224
224
3
10
sgd
5
64
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12.2
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12.84
64.25
model-npz/ResNet152_optsgd_s1000_e5_b64_lr00001_2190.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
56
12.11
95
24.89
50
36.79
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_1264
1,000
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.08
20.51
205.14
model-npz/ResNet152_optsgd_s1000_e10_b4_lr0001_2395.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.45
100
39.29
37
34.8
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_3242
1,000
224
224
3
10
sgd
10
4
0.0001
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12.2
0.08
20.7
207.04
model-npz/ResNet152_optsgd_s1000_e10_b4_lr00001_7605.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
4.48
56
38.68
38
35.74
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_1864
1,000
224
224
3
10
sgd
10
8
0.01
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12.2
0.1
12.84
128.42
model-npz/ResNet152_optsgd_s1000_e10_b8_lr001_5119.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
6.6
67
37.83
40
35.58
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_2464
1,000
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.1
12.98
129.84
model-npz/ResNet152_optsgd_s1000_e10_b8_lr0001_2262.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
6.49
66
37.62
41
35.94
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2857
1,000
224
224
3
10
sgd
10
8
0.0001
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12.2
0.1
13.07
130.74
model-npz/ResNet152_optsgd_s1000_e10_b8_lr00001_2295.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
6.52
63
37.54
41
36.56
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_3070
1,000
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.15
9.77
97.75
model-npz/ResNet152_optsgd_s1000_e10_b16_lr001_3366.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
10.6
100
37.44
43
36.33
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_1281
1,000
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.15
9.6
96.03
model-npz/ResNet152_optsgd_s1000_e10_b16_lr0001_7192.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
10.78
81
37.4
45
36.98