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ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2952
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.05
52.32
523.21
model-npz/ResNet101_optadam_s1000_e10_b1_lr0001_3213.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.62
59
40.18
30
29.52
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_1315
1,000
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.05
51.47
514.71
model-npz/ResNet101_optadam_s1000_e10_b1_lr00001_7457.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.67
100
41.1
30
29.6
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1279
1,000
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.05
27.85
278.57
model-npz/ResNet101_optadam_s1000_e10_b2_lr001_2787.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.16
100
41.91
31
29.81
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_1404
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.06
28.38
283.83
model-npz/ResNet101_optadam_s1000_e10_b2_lr0001_1580.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
4.1
100
41.22
31
29.85
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2195
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.06
28.36
283.64
model-npz/ResNet101_optadam_s1000_e10_b2_lr00001_2247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.07
100
41.18
31
29.85
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2775
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.07
17.35
173.54
model-npz/ResNet101_optadam_s1000_e10_b4_lr001_5592.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
4.75
100
37.71
32
29.91
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1865
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.07
17.09
170.98
model-npz/ResNet101_optadam_s1000_e10_b4_lr0001_2117.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
4.69
78
38.06
32
30.13
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1295
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.07
17.03
170.37
model-npz/ResNet101_optadam_s1000_e10_b4_lr00001_3140.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
4.75
60
38.21
32
30.18
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1779
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.1
11.99
119.98
model-npz/ResNet101_optadam_s1000_e10_b8_lr001_2532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
6.01
69
32.88
35
30.55
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2805
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.09
11.26
112.68
model-npz/ResNet101_optadam_s1000_e10_b8_lr0001_1065.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
6.45
100
35.78
35
30.57
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2507
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.09
11.28
112.88
model-npz/ResNet101_optadam_s1000_e10_b8_lr00001_1232.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
6.36
100
35.48
35
30.55
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2764
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.14
9.02
90.28
model-npz/ResNet101_optadam_s1000_e10_b16_lr001_2052.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
9.17
83
32.18
38
30.92
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_7107
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.14
9.06
90.68
model-npz/ResNet101_optadam_s1000_e10_b16_lr0001_2808.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
9.21
100
32.8
37
30.93
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1561
1,000
224
224
3
10
adam
10
16
0.0001
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12.2
0.14
9.18
91.88
model-npz/ResNet101_optadam_s1000_e10_b16_lr00001_4724.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
9.16
100
32.12
37
30.9
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_4293
1,000
224
224
3
10
adam
10
32
0.01
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12.2
0.25
7.93
79.31
model-npz/ResNet101_optadam_s1000_e10_b32_lr001_3179.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
12.15
94
29.77
41
31.19
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2709
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.25
7.9
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model-npz/ResNet101_optadam_s1000_e10_b32_lr0001_1387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
12.36
100
30.14
41
31.63
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3068
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.25
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model-npz/ResNet101_optadam_s1000_e10_b32_lr00001_1497.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
12.17
93
29.08
39
31.12
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1219
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.49
7.78
77.84
model-npz/ResNet101_optadam_s1000_e10_b64_lr001_9891.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
54
14.27
95
28.45
42
31.63
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1406
1,000
224
224
3
10
adam
10
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0.001
2.15.1
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model-npz/ResNet101_optadam_s1000_e10_b64_lr0001_2045.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
55
14.61
100
29.18
40
31.68
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2458
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
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0.47
7.61
76.14
model-npz/ResNet101_optadam_s1000_e10_b64_lr00001_5482.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
55
14.88
96
30.22
40
31.54
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_2096
1
224
224
3
10
sgd
1
1
0.01
2.15.1
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29.62
29.63
29.66
model-npz/ResNet101_optsgd_s1_e1_b1_lr001_1339.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.42
100
4.48
32
29.12
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_3212
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
29.41
29.42
29.44
model-npz/ResNet101_optsgd_s1_e1_b1_lr0001_2805.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.37
100
5.12
29
27.13
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1857
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
29.2
29.21
29.23
model-npz/ResNet101_optsgd_s1_e1_b1_lr00001_1359.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.41
100
5.4
27
26.22
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_3395
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
14.86
14.87
29.76
model-npz/ResNet101_optsgd_s1_e2_b1_lr001_2678.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.38
100
5.52
27
26.14
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_6692
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
14.8
14.81
29.64
model-npz/ResNet101_optsgd_s1_e2_b1_lr0001_1222.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.35
100
4.04
27
26.12
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_3344
1
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
14.84
14.84
29.71
model-npz/ResNet101_optsgd_s1_e2_b1_lr00001_2945.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.38
100
5.57
28
26.14
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2207
1
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
5.88
5.88
29.43
model-npz/ResNet101_optsgd_s1_e5_b1_lr001_1623.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.46
100
4.83
27
26
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_5750
1
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
5.92
5.92
29.65
model-npz/ResNet101_optsgd_s1_e5_b1_lr0001_3185.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.46
100
5.19
27
26.04
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1456
1
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
5.93
5.94
29.72
model-npz/ResNet101_optsgd_s1_e5_b1_lr00001_4415.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.45
100
5.75
27
25.99
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_6186
1
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
2.95
2.95
29.54
model-npz/ResNet101_optsgd_s1_e10_b1_lr001_2651.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.35
100
4.07
27
25.97
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_3353
1
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
2.97
2.97
29.72
model-npz/ResNet101_optsgd_s1_e10_b1_lr0001_2158.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.32
100
4.99
27
25.99
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_5984
1
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
2.95
2.95
29.57
model-npz/ResNet101_optsgd_s1_e10_b1_lr00001_6833.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.57
100
7.21
27
26.03
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2147
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
2.94
29.41
29.44
model-npz/ResNet101_optsgd_s10_e1_b1_lr001_5105.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.4
100
4.77
27
25.97
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2532
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
2.97
29.7
29.73
model-npz/ResNet101_optsgd_s10_e1_b1_lr0001_1646.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.33
100
4.01
27
25.99
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1313
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
2.98
29.83
29.85
model-npz/ResNet101_optsgd_s10_e1_b1_lr00001_1864.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.34
100
4.33
27
26.01
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_1505
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
5.97
29.86
29.89
model-npz/ResNet101_optsgd_s10_e1_b2_lr001_1933.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.39
70
4
27
25.99
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_4677
10
224
224
3
10
sgd
1
2
0.001
2.15.1
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29.5
29.53
model-npz/ResNet101_optsgd_s10_e1_b2_lr0001_2388.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.29
100
4.2
27
26
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_7134
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
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29.46
29.49
model-npz/ResNet101_optsgd_s10_e1_b2_lr00001_3123.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.43
100
5.25
27
26.04
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2921
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8
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8
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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
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8
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8
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26.36
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
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100
224
224
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10
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Nvidia
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8
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100
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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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100
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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hbm2e
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30
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100
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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34
27.45
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100
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10
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Nvidia
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8
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27.9