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MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_2003
1,000
224
224
3
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sgd
5
4
0.01
2.15.1
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0.01
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model-npz/MobileNet_optsgd_s1000_e5_b4_lr001_2503.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.49
100
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32
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MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_2168
1,000
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224
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sgd
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model-npz/MobileNet_optsgd_s1000_e5_b4_lr0001_2719.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
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hbm2e
2,040
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8
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32
29.69
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_9513
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5
4
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model-npz/MobileNet_optsgd_s1000_e5_b4_lr0001_1434.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
2,040
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8
3.42
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33
30.46
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3106
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.01
3.83
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model-npz/MobileNet_optsgd_s1000_e5_b4_lr00001_2474.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.63
100
31.54
32
29.78
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3169
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.02
4.26
21.34
model-npz/MobileNet_optsgd_s1000_e5_b8_lr001_5992.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
4.49
100
33.36
33
29.77
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3169
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.02
4.26
21.34
model-npz/MobileNet_optsgd_s1000_e5_b4_lr00001_2668.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.26
100
29.02
33
30.42
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1718
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.02
2.85
14.27
model-npz/MobileNet_optsgd_s1000_e5_b8_lr0001_2597.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
4.16
100
28.92
34
29.79
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1869
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.02
2.93
14.66
model-npz/MobileNet_optsgd_s1000_e5_b8_lr0001_3850.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
4.55
100
32.05
35
30.74
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_8021
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.02
2.85
14.29
model-npz/MobileNet_optsgd_s1000_e5_b8_lr00001_1315.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
4.49
100
34.03
34
30.19
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1909
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.02
2.9
14.54
model-npz/MobileNet_optsgd_s1000_e5_b8_lr00001_4779.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
4.56
100
32.82
35
30.79
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2274
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.04
2.73
13.7
model-npz/MobileNet_optsgd_s1000_e5_b16_lr001_1456.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
5.92
100
32.42
34
30.17
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2639
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.04
2.77
13.9
model-npz/MobileNet_optsgd_s1000_e5_b16_lr001_3126.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.27
100
32.76
36
30.97
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1241
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.04
2.81
14.08
model-npz/MobileNet_optsgd_s1000_e5_b16_lr0001_1579.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.66
100
32.95
34
30.03
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_2283
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.04
2.82
14.14
model-npz/MobileNet_optsgd_s1000_e5_b16_lr0001_1894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
5.71
100
27.87
36
30.89
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_6775
1,000
224
224
3
10
sgd
5
16
0.0001
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12.2
0.04
2.72
13.66
model-npz/MobileNet_optsgd_s1000_e5_b16_lr00001_1074.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.89
100
35.67
35
30.5
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1563
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.04
2.83
14.19
model-npz/MobileNet_optsgd_s1000_e5_b16_lr00001_4518.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.05
100
29.53
36
31.16
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2414
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.08
2.64
13.23
model-npz/MobileNet_optsgd_s1000_e5_b32_lr001_3333.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.94
100
33.09
35
30.49
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2302
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.08
2.64
13.24
model-npz/MobileNet_optsgd_s1000_e5_b32_lr001_2946.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
7.42
100
32.81
37
31.25
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_4558
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
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2.58
12.95
model-npz/MobileNet_optsgd_s1000_e5_b32_lr0001_3320.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.19
100
31.08
35
30.33
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_3288
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.08
2.67
13.36
model-npz/MobileNet_optsgd_s1000_e5_b32_lr0001_7223.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.19
100
30.83
37
31.25
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1373
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.08
2.61
13.09
model-npz/MobileNet_optsgd_s1000_e5_b32_lr00001_4915.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
8.14
100
32.31
36
30.26
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2735
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.08
2.67
13.39
model-npz/MobileNet_optsgd_s1000_e5_b32_lr00001_3038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
7.51
100
33.62
37
31.16
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3104
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
0.17
2.74
13.73
model-npz/MobileNet_optsgd_s1000_e5_b64_lr001_9034.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.51
100
33.32
36
30.62
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_2379
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
0.17
2.74
13.73
model-npz/MobileNet_optsgd_s1000_e5_b64_lr001_1122.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
10.69
100
36.81
38
32
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2060
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
0.17
2.69
13.48
model-npz/MobileNet_optsgd_s1000_e5_b64_lr0001_1378.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.78
100
35.03
36
30.97
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2115
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
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2.74
13.71
model-npz/MobileNet_optsgd_s1000_e5_b64_lr0001_3075.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.32
100
34.16
38
32.27
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_9117
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
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2.72
13.66
model-npz/MobileNet_optsgd_s1000_e5_b64_lr00001_2200.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9
100
35.67
36
31.11
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_3400
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
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0.17
2.76
13.84
model-npz/MobileNet_optsgd_s1000_e5_b64_lr00001_8647.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.68
100
33.03
38
31.97
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_6944
1,000
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.01
9.2
92.05
model-npz/MobileNet_optsgd_s1000_e10_b1_lr001_1101.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3.37
100
35.34
31
29.03
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_3249
1,000
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.01
9.44
94.43
model-npz/MobileNet_optsgd_s1000_e10_b1_lr001_1858.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.91
100
35.84
32
29.66
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_2258
1,000
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.01
9.14
91.48
model-npz/MobileNet_optsgd_s1000_e10_b1_lr0001_3009.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3.36
100
35.42
29
28.78
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_2120
1,000
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.01
9.45
94.55
model-npz/MobileNet_optsgd_s1000_e10_b1_lr0001_2236.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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100
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29
28.73
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2704
1,000
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
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model-npz/MobileNet_optsgd_s1000_e10_b1_lr00001_2543.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3.3
100
35.72
30
28.92
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_1696
1,000
224
224
3
10
sgd
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2.15.1
12.2
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model-npz/MobileNet_optsgd_s1000_e10_b1_lr00001_1650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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3.1
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28.83
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_1253
1,000
224
224
3
10
sgd
10
2
0.01
2.15.1
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model-npz/MobileNet_optsgd_s1000_e10_b2_lr001_1394.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
3.11
100
35.33
31
29.94
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_2064
1,000
224
224
3
10
sgd
10
2
0.01
2.15.1
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0.01
5.14
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model-npz/MobileNet_optsgd_s1000_e10_b2_lr001_3278.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
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hbm2e
2,040
432
5
3.12
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31
29.92
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_2745
1,000
224
224
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10
sgd
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model-npz/MobileNet_optsgd_s1000_e10_b2_lr0001_2948.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
3.43
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30.3
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_6968
1,000
224
224
3
10
sgd
10
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12.2
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model-npz/MobileNet_optsgd_s1000_e10_b2_lr0001_1573.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.28
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31
30.26
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_3074
1,000
224
224
3
10
sgd
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8
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