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100
224
224
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10
adam
10
4
0.001
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92.44
model-npz/ResNet152_optadam_s100_e10_b4_lr0001_1691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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model-npz/ResNet152_optadam_s100_e10_b4_lr00001_3334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
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8
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224
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10
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10
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model-npz/ResNet152_optadam_s100_e10_b8_lr0001_2459.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.41
67
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32
26.48
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1530
100
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224
3
10
adam
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model-npz/ResNet152_optadam_s100_e10_b8_lr00001_4297.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
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hbm2e
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32
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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2025
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224
224
3
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.8
73
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34
26.49
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2948
100
224
224
3
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adam
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model-npz/ResNet152_optadam_s100_e10_b16_lr0001_7038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.78
77
7.76
34
26.47
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_1700
100
224
224
3
10
adam
10
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model-npz/ResNet152_optadam_s100_e10_b16_lr00001_1940.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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21
1.65
76
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34
26.54
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2383
100
224
224
3
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0.01
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model-npz/ResNet152_optadam_s100_e10_b32_lr001_2039.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
2.35
92
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36
26.54
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2786
100
224
224
3
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adam
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0.001
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model-npz/ResNet152_optadam_s100_e10_b32_lr0001_3527.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
2.04
94
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36
26.65
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1324
100
224
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adam
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0.0001
2.15.1
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model-npz/ResNet152_optadam_s100_e10_b32_lr00001_1061.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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2.22
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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_5592
100
224
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3
10
adam
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0.01
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model-npz/ResNet152_optadam_s100_e10_b64_lr001_8760.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
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hbm2e
2,040
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3.02
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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_2707
100
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0.001
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model-npz/ResNet152_optadam_s100_e10_b64_lr0001_1571.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_3165
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model-npz/ResNet152_optadam_s100_e10_b64_lr00001_1787.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_2411
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model-npz/ResNet152_optadam_s1000_e1_b1_lr001_1631.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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29
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ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_6157
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adam
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model-npz/ResNet152_optadam_s1000_e1_b1_lr0001_2367.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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29
27.3
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1165
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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model-npz/ResNet152_optadam_s1000_e1_b2_lr001_1458.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
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432
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30
26.62
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10
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model-npz/ResNet152_optadam_s1000_e1_b4_lr00001_2383.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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30
26.61
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1771
1,000
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224
3
10
adam
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0.01
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12.2
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83.98
model-npz/ResNet152_optadam_s1000_e1_b8_lr001_2119.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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11
1.14
67
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32
26.53
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1910
1,000
224
224
3
10
adam
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0.001
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model-npz/ResNet152_optadam_s1000_e1_b8_lr0001_1854.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.27
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ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1038
1,000
224
224
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model-npz/ResNet152_optadam_s1000_e1_b8_lr00001_3265.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.18
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26.42
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1086
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model-npz/ResNet152_optadam_s1000_e1_b16_lr001_1910.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.79
76
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34
26.54
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3753
1,000
224
224
3
10
adam
1
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model-npz/ResNet152_optadam_s1000_e1_b16_lr0001_2558.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.69
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35
26.62
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2310
1,000
224
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3
10
adam
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12.2
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82.81
model-npz/ResNet152_optadam_s1000_e1_b16_lr00001_3165.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.65
78
7.35
34
26.64
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2324
1,000
224
224
3
10
adam
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2.52
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80.76
model-npz/ResNet152_optadam_s1000_e1_b32_lr001_2739.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
2.16
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37
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ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2454
1,000
224
224
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model-npz/ResNet152_optadam_s1000_e1_b32_lr0001_3182.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
2.32
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37
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ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3007
1,000
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model-npz/ResNet152_optadam_s1000_e1_b32_lr00001_3163.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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42
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
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hbm2e
2,040
432
53
2.82
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
2,040
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ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2177
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
53
3.61
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38
27.21
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1643
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224
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Nvidia
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Ampere
8
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hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
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hbm2e
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Nvidia
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Ampere
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hbm2e
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8
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