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ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_1981
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
1.45
2.91
29.09
model-npz/ResNet50_optadam_s10_e10_b8_lr001_2267.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.18
100
11.7
27
24.44
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1953
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
1.47
2.93
29.37
model-npz/ResNet50_optadam_s10_e10_b8_lr0001_7410.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.2
100
11.8
27
24.42
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_6452
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
1.45
2.91
29.09
model-npz/ResNet50_optadam_s10_e10_b8_lr00001_1956.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.14
100
10.62
28
24.48
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_4808
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.29
29.32
29.34
model-npz/ResNet50_optadam_s100_e1_b1_lr001_5818.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.86
100
8.99
26
24.32
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_1838
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.29
29.07
29.09
model-npz/ResNet50_optadam_s100_e1_b1_lr0001_1822.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.68
100
8.05
26
24.27
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_3145
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.29
29.03
29.05
model-npz/ResNet50_optadam_s100_e1_b1_lr00001_2185.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.8
100
9.56
26
24.27
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2243
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.57
28.48
28.5
model-npz/ResNet50_optadam_s100_e1_b2_lr001_8531.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.62
100
7.66
26
24.2
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_4632
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.56
27.95
27.98
model-npz/ResNet50_optadam_s100_e1_b2_lr0001_3346.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.81
100
9.17
27
24.32
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_2647
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.55
27.75
27.77
model-npz/ResNet50_optadam_s100_e1_b2_lr00001_7153.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.73
100
9.59
26
24.25
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_6909
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
1.1
27.59
27.61
model-npz/ResNet50_optadam_s100_e1_b4_lr001_2927.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.63
100
6.71
26
24.19
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_1035
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
1.11
27.72
27.74
model-npz/ResNet50_optadam_s100_e1_b4_lr0001_2030.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.85
100
9.53
27
24.21
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2077
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
1.09
27.33
27.35
model-npz/ResNet50_optadam_s100_e1_b4_lr00001_6234.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.89
100
9.73
25
24.26
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_2536
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
2.26
29.44
29.46
model-npz/ResNet50_optadam_s100_e1_b8_lr001_5835.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.03
100
10
27
24.34
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_2008
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
2.24
29.17
29.2
model-npz/ResNet50_optadam_s100_e1_b8_lr0001_1982.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.05
100
10.06
27
24.48
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1601
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
2.24
29.14
29.2
model-npz/ResNet50_optadam_s100_e1_b8_lr00001_2144.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.3
100
10.92
28
24.39
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1763
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
4.21
29.49
29.51
model-npz/ResNet50_optadam_s100_e1_b16_lr001_2051.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
1.72
100
11.81
28
24.54
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_8406
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
4.19
29.31
29.35
model-npz/ResNet50_optadam_s100_e1_b16_lr0001_1768.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
1.65
100
12.5
28
24.56
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_6822
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
4.22
29.55
29.58
model-npz/ResNet50_optadam_s100_e1_b16_lr00001_2735.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
1.67
100
12.37
28
24.69
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_3127
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
7.52
30.08
30.1
model-npz/ResNet50_optadam_s100_e1_b32_lr001_2360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
2.44
100
14.07
29
24.82
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_5654
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
7.36
29.43
29.46
model-npz/ResNet50_optadam_s100_e1_b32_lr0001_1863.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.51
100
9.61
29
24.85
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2935
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
7.39
29.58
29.6
model-npz/ResNet50_optadam_s100_e1_b32_lr00001_3058.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
2.25
100
13.33
28
24.88
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2053
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
15.96
31.92
31.95
model-npz/ResNet50_optadam_s100_e1_b64_lr001_1739.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4.32
100
18.17
33
25.89
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1663
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
15.93
31.87
31.89
model-npz/ResNet50_optadam_s100_e1_b64_lr0001_2704.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
4.75
100
19.04
34
26.17
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2551
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
15.72
31.44
31.47
model-npz/ResNet50_optadam_s100_e1_b64_lr00001_2169.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
4.2
100
16.42
33
26.38
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_6365
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.16
15.6
31.23
model-npz/ResNet50_optadam_s100_e2_b1_lr001_3253.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.16
100
12.61
27
25.3
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1582
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.16
15.68
31.38
model-npz/ResNet50_optadam_s100_e2_b1_lr0001_1436.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.16
100
12.64
27
24.53
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_2544
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.16
15.59
31.21
model-npz/ResNet50_optadam_s100_e2_b1_lr00001_2354.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.17
100
11.96
27
24.51
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_7622
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.29
14.34
28.7
model-npz/ResNet50_optadam_s100_e2_b2_lr001_2387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.88
100
9.42
27
24.38
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_3023
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.29
14.37
28.76
model-npz/ResNet50_optadam_s100_e2_b2_lr0001_3053.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.89
100
9.28
27
24.37
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1310
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.29
14.67
29.37
model-npz/ResNet50_optadam_s100_e2_b2_lr00001_9942.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.88
100
9.39
27
24.36
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1267
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.56
14.01
28.04
model-npz/ResNet50_optadam_s100_e2_b4_lr001_1006.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.14
100
9.97
27
24.34
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_5807
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.56
13.94
27.91
model-npz/ResNet50_optadam_s100_e2_b4_lr0001_2147.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.94
100
8.75
27
24.29
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2856
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.56
14.02
28.07
model-npz/ResNet50_optadam_s100_e2_b4_lr00001_2527.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.84
100
9.19
27
24.28
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_3341
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
1.13
14.67
29.37
model-npz/ResNet50_optadam_s100_e2_b8_lr001_4330.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.4
100
12.04
27
24.49
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_7533
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
1.11
14.5
29.04
model-npz/ResNet50_optadam_s100_e2_b8_lr0001_3216.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
1.68
100
13.2
28
24.55
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_7531
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
1.14
14.8
29.62
model-npz/ResNet50_optadam_s100_e2_b8_lr00001_5462.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.55
100
11.75
28
24.49
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_2299
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
2.12
14.88
29.78
model-npz/ResNet50_optadam_s100_e2_b16_lr001_2279.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.69
100
12.84
28
24.55
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1994
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
2.1
14.72
29.47
model-npz/ResNet50_optadam_s100_e2_b16_lr0001_1099.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
1.76
100
11.68
28
24.61
ResNet50_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1890
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
2.1
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Nvidia
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8
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8
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8
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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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25.23
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Nvidia
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Ampere
8
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Nvidia
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Ampere
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25.48
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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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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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80
hbm2e
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25.33
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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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
8
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hbm2e
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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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hbm2e
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