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64
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1107
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.44
11.04
55.21
model-npz/ResNet101_optadam_s100_e5_b4_lr001_2396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.8
59
6.3
31
26.49
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2456
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.44
11.01
55.07
model-npz/ResNet101_optadam_s100_e5_b4_lr0001_2149.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.96
100
7.63
31
26.49
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1297
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.44
10.99
54.96
model-npz/ResNet101_optadam_s100_e5_b4_lr00001_5608.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.05
60
7.78
31
26.46
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1191
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.83
10.8
54.05
model-npz/ResNet101_optadam_s100_e5_b8_lr001_1378.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.15
100
6.96
32
26.49
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_6790
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.84
10.87
54.4
model-npz/ResNet101_optadam_s100_e5_b8_lr0001_2757.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.11
100
7.31
32
26.53
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1909
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.85
11.01
55.07
model-npz/ResNet101_optadam_s100_e5_b8_lr00001_1416.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.27
65
7.49
32
26.5
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1840
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
1.53
10.75
53.76
model-npz/ResNet101_optadam_s100_e5_b16_lr001_2129.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
1.46
100
7.58
34
26.51
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2606
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
1.53
10.72
53.62
model-npz/ResNet101_optadam_s100_e5_b16_lr0001_6871.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.43
78
6.63
34
26.51
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_4201
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
1.53
10.75
53.78
model-npz/ResNet101_optadam_s100_e5_b16_lr00001_1906.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.39
81
6.56
35
26.6
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1128
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
2.66
10.64
53.25
model-npz/ResNet101_optadam_s100_e5_b32_lr001_6595.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.84
100
7.35
37
26.75
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1017
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
2.67
10.7
53.54
model-npz/ResNet101_optadam_s100_e5_b32_lr0001_2125.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
1.97
100
7.72
36
26.72
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2444
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
2.68
10.73
53.71
model-npz/ResNet101_optadam_s100_e5_b32_lr00001_1352.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
2.02
90
7.3
35
26.72
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_7010
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
5.52
11.05
55.26
model-npz/ResNet101_optadam_s100_e5_b64_lr001_2353.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
3.04
100
9.47
38
27.29
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1438
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
5.51
11.02
55.12
model-npz/ResNet101_optadam_s100_e5_b64_lr0001_1308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
51
3.49
90
9.85
37
27.47
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1851
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
5.51
11.02
55.12
model-npz/ResNet101_optadam_s100_e5_b64_lr00001_8461.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
51
2.54
91
8.61
39
27.67
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_3073
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.09
9.36
93.59
model-npz/ResNet101_optadam_s100_e10_b1_lr001_3199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.08
100
21.8
30
27.96
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_8132
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.09
9.52
95.25
model-npz/ResNet101_optadam_s100_e10_b1_lr0001_1448.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.99
51
20.94
30
27.9
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_2882
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.09
9.46
94.61
model-npz/ResNet101_optadam_s100_e10_b1_lr00001_2317.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.96
100
21.07
30
28.02
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1749
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.14
7.12
71.28
model-npz/ResNet101_optadam_s100_e10_b2_lr001_2734.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.59
54
15.06
31
27.56
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1076
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.14
7.16
71.64
model-npz/ResNet101_optadam_s100_e10_b2_lr0001_2320.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.6
54
15.45
31
27.68
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_7347
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.14
7.21
72.12
model-npz/ResNet101_optadam_s100_e10_b2_lr00001_9215.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.66
100
16.09
31
27.63
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1236
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.24
6.14
61.46
model-npz/ResNet101_optadam_s100_e10_b4_lr001_1134.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.45
100
11.5
32
27.36
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_4828
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.24
6.04
60.41
model-npz/ResNet101_optadam_s100_e10_b4_lr0001_2949.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.44
60
10.98
32
27.4
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_3043
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.24
6.06
60.66
model-npz/ResNet101_optadam_s100_e10_b4_lr00001_2760.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.39
100
10.7
32
27.28
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3038
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.44
5.74
57.45
model-npz/ResNet101_optadam_s100_e10_b8_lr001_1595.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.67
72
8.97
34
27.19
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_2345
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.44
5.71
57.18
model-npz/ResNet101_optadam_s100_e10_b8_lr0001_4275.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.75
74
10.07
34
27.26
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2383
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.44
5.75
57.55
model-npz/ResNet101_optadam_s100_e10_b8_lr00001_2379.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.82
66
10.01
34
27.26
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1865
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.8
5.58
55.89
model-npz/ResNet101_optadam_s100_e10_b16_lr001_1347.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.14
82
9.09
36
27.17
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1784
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.78
5.49
54.94
model-npz/ResNet101_optadam_s100_e10_b16_lr0001_1912.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.29
100
10.22
36
27.15
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_6163
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.79
5.56
55.66
model-npz/ResNet101_optadam_s100_e10_b16_lr00001_6765.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.22
100
9.89
35
27.09
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2303
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
1.37
5.47
54.78
model-npz/ResNet101_optadam_s100_e10_b32_lr001_6617.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
2.28
100
8.41
38
27.16
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_3214
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
1.37
5.5
55.05
model-npz/ResNet101_optadam_s100_e10_b32_lr0001_5723.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
2.77
100
9.58
37
27.22
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1333
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
1.35
5.41
54.17
model-npz/ResNet101_optadam_s100_e10_b32_lr00001_1771.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
2.41
85
8.03
37
27.1
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_9524
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
2.78
5.56
55.66
model-npz/ResNet101_optadam_s100_e10_b64_lr001_1294.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
3.93
100
11.24
38
27.67
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1146
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
2.79
5.58
55.88
model-npz/ResNet101_optadam_s100_e10_b64_lr0001_1205.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
3.58
90
9.92
39
28.19
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_3330
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
2.8
5.6
56.07
model-npz/ResNet101_optadam_s100_e10_b64_lr00001_1845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
3.83
100
11.82
40
28.36
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1172
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.09
93.89
93.93
model-npz/ResNet101_optadam_s1000_e1_b1_lr001_2080.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.03
100
21.66
30
27.96
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1327
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.09
94.37
94.39
model-npz/ResNet101_optadam_s1000_e1_b1_lr0001_2009.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.01
100
21.1
30
27.94
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7392
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
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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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Nvidia
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8
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Nvidia
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8
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29
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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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8
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