Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

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29.8
model-npz/EfficientNetB1_optsgd_s100_e2_b16_lr001_1033.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
0.82
100
5.69
29
25.24
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b16_lr001_2681
100
240
240
3
10
sgd
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16
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model-npz/EfficientNetB1_optsgd_s100_e2_b16_lr0001_3046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.83
100
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29
25.22
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b16_lr0001_1382
100
240
240
3
10
sgd
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16
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model-npz/EfficientNetB1_optsgd_s100_e2_b16_lr00001_3115.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
0.87
100
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28
25.29
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b32_lr01_1655
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240
240
3
10
sgd
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32
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model-npz/EfficientNetB1_optsgd_s100_e2_b32_lr001_1112.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.54
100
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30
25.24
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b32_lr001_9343
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240
240
3
10
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32
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model-npz/EfficientNetB1_optsgd_s100_e2_b32_lr0001_2417.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
0.74
100
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30
25.68
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b32_lr0001_1312
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240
240
3
10
sgd
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32
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model-npz/EfficientNetB1_optsgd_s100_e2_b32_lr00001_3451.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.51
100
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32
26.03
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100
240
240
3
10
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64
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model-npz/EfficientNetB1_optsgd_s100_e2_b64_lr001_6377.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
39
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32
26.1
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b64_lr001_3215
100
240
240
3
10
sgd
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64
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model-npz/EfficientNetB1_optsgd_s100_e2_b64_lr0001_3722.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
0.76
100
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30
26.04
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b64_lr0001_2427
100
240
240
3
10
sgd
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64
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model-npz/EfficientNetB1_optsgd_s100_e2_b64_lr00001_1217.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
0.97
100
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29
26.04
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100
240
240
3
10
sgd
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.69
100
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28
26.49
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b1_lr001_9472
100
240
240
3
10
sgd
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1
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model-npz/EfficientNetB1_optsgd_s100_e5_b1_lr0001_1780.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.66
100
14.78
28
26.58
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b1_lr0001_1661
100
240
240
3
10
sgd
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1
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12.2
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8.73
43.69
model-npz/EfficientNetB1_optsgd_s100_e5_b1_lr00001_1792.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.68
100
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28
26.58
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b2_lr01_7052
100
240
240
3
10
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2
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model-npz/EfficientNetB1_optsgd_s100_e5_b2_lr001_2684.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.72
100
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29
26.44
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b2_lr001_2849
100
240
240
3
10
sgd
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2
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model-npz/EfficientNetB1_optsgd_s100_e5_b2_lr0001_3241.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.73
100
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29
26.44
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b2_lr0001_6588
100
240
240
3
10
sgd
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2
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model-npz/EfficientNetB1_optsgd_s100_e5_b2_lr00001_2239.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.72
100
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29
26.47
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b4_lr01_1481
100
240
240
3
10
sgd
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4
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6.37
31.9
model-npz/EfficientNetB1_optsgd_s100_e5_b4_lr001_8353.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.79
100
9.34
30
26.4
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100
240
240
3
10
sgd
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4
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6.42
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model-npz/EfficientNetB1_optsgd_s100_e5_b4_lr0001_2984.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.82
100
10.71
30
26.42
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b4_lr0001_1909
100
240
240
3
10
sgd
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4
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model-npz/EfficientNetB1_optsgd_s100_e5_b4_lr00001_3017.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.78
100
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30
26.38
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100
240
240
3
10
sgd
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8
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model-npz/EfficientNetB1_optsgd_s100_e5_b8_lr001_8299.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.03
100
8.37
31
26.35
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b8_lr001_2336
100
240
240
3
10
sgd
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8
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model-npz/EfficientNetB1_optsgd_s100_e5_b8_lr0001_2224.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.01
100
7.84
31
26.34
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b8_lr0001_1835
100
240
240
3
10
sgd
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8
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model-npz/EfficientNetB1_optsgd_s100_e5_b8_lr00001_2516.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
1.07
100
8.14
31
26.35
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b16_lr01_6806
100
240
240
3
10
sgd
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16
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6.28
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model-npz/EfficientNetB1_optsgd_s100_e5_b16_lr001_2208.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
1.42
100
7.42
31
26.22
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b16_lr001_1711
100
240
240
3
10
sgd
5
16
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31.06
model-npz/EfficientNetB1_optsgd_s100_e5_b16_lr0001_2577.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
1.21
100
6.92
32
26.17
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b16_lr0001_1532
100
240
240
3
10
sgd
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16
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30.62
model-npz/EfficientNetB1_optsgd_s100_e5_b16_lr00001_1737.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
1.13
100
7.63
31
26.24
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b32_lr01_2784
100
240
240
3
10
sgd
5
32
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12.2
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6.02
30.12
model-npz/EfficientNetB1_optsgd_s100_e5_b32_lr001_2987.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
1.49
100
8.41
33
26.38
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b32_lr001_1503
100
240
240
3
10
sgd
5
32
0.001
2.15.1
12.2
1.59
6.36
31.85
model-npz/EfficientNetB1_optsgd_s100_e5_b32_lr0001_2563.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
1.53
100
6.6
33
26.24
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b32_lr0001_2031
100
240
240
3
10
sgd
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32
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12.2
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6.02
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model-npz/EfficientNetB1_optsgd_s100_e5_b32_lr00001_2556.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.47
100
6.99
34
26.2
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b64_lr01_2717
100
240
240
3
10
sgd
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64
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2.15.1
12.2
3.05
6.1
30.54
model-npz/EfficientNetB1_optsgd_s100_e5_b64_lr001_7318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.63
100
6.31
32
26.27
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b64_lr001_1606
100
240
240
3
10
sgd
5
64
0.001
2.15.1
12.2
3.06
6.13
30.69
model-npz/EfficientNetB1_optsgd_s100_e5_b64_lr0001_3304.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
1.44
100
6.77
33
26.36
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b64_lr0001_2608
100
240
240
3
10
sgd
5
64
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2.15.1
12.2
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6.06
30.35
model-npz/EfficientNetB1_optsgd_s100_e5_b64_lr00001_1910.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.72
100
7.06
33
26.29
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b1_lr01_2929
100
240
240
3
10
sgd
10
1
0.01
2.15.1
12.2
0.06
5.81
58.16
model-npz/EfficientNetB1_optsgd_s100_e10_b1_lr001_1049.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.97
100
20.96
28
26.69
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b1_lr001_9138
100
240
240
3
10
sgd
10
1
0.001
2.15.1
12.2
0.06
5.71
57.17
model-npz/EfficientNetB1_optsgd_s100_e10_b1_lr0001_4250.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.93
100
20.83
28
26.84
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b1_lr0001_8279
100
240
240
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.06
5.69
56.98
model-npz/EfficientNetB1_optsgd_s100_e10_b1_lr00001_2670.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.94
100
21.18
28
26.86
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b2_lr01_1369
100
240
240
3
10
sgd
10
2
0.01
2.15.1
12.2
0.08
4.26
42.63
model-npz/EfficientNetB1_optsgd_s100_e10_b2_lr001_3266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.18
100
18.88
29
26.78
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b2_lr001_1269
100
240
240
3
10
sgd
10
2
0.001
2.15.1
12.2
0.09
4.31
43.12
model-npz/EfficientNetB1_optsgd_s100_e10_b2_lr0001_7518.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.11
100
18.85
29
26.81
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b2_lr0001_1218
100
240
240
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.08
4.26
42.67
model-npz/EfficientNetB1_optsgd_s100_e10_b2_lr00001_2095.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.17
100
18.51
29
26.78
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b4_lr01_6884
100
240
240
3
10
sgd
10
4
0.01
2.15.1
12.2
0.14
3.55
35.58
model-npz/EfficientNetB1_optsgd_s100_e10_b4_lr001_1639.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.51
100
15.52
30
26.75
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b4_lr001_4630
100
240
240
3
10
sgd
10
4
0.001
2.15.1
12.2
0.15
3.69
36.9
model-npz/EfficientNetB1_optsgd_s100_e10_b4_lr0001_1415.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.42
100
14.73
30
26.74
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b4_lr0001_1751
100
240
240
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.15
3.67
36.78
model-npz/EfficientNetB1_optsgd_s100_e10_b4_lr00001_1146.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.42
100
14.91
30
26.75
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b8_lr01_6929
100
240
240
3
10
sgd
10
8
0.01
2.15.1
12.2
0.26
3.44
34.44
model-npz/EfficientNetB1_optsgd_s100_e10_b8_lr001_2672.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.84
100
12.18
31
26.66
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b8_lr001_1246
100
240
240
3
10
sgd
10
8
0.001
2.15.1
12.2
0.28
3.68
36.8
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.57
100
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31
26.63
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240
240
3
10
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model-npz/EfficientNetB1_optsgd_s100_e10_b8_lr00001_8516.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
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100
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31
26.67
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100
240
240
3
10
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model-npz/EfficientNetB1_optsgd_s100_e10_b16_lr001_3211.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
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100
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33
26.74
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b16_lr001_2881
100
240
240
3
10
sgd
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model-npz/EfficientNetB1_optsgd_s100_e10_b16_lr0001_2470.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.36
100
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33
26.73
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100
240
240
3
10
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model-npz/EfficientNetB1_optsgd_s100_e10_b16_lr00001_2018.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
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100
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33
26.68
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b32_lr01_8367
100
240
240
3
10
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model-npz/EfficientNetB1_optsgd_s100_e10_b32_lr001_2360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
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34
26.64
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b32_lr001_2282
100
240
240
3
10
sgd
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model-npz/EfficientNetB1_optsgd_s100_e10_b32_lr0001_1610.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
2.75
100
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34
26.71
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b32_lr0001_3165
100
240
240
3
10
sgd
10
32
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model-npz/EfficientNetB1_optsgd_s100_e10_b32_lr00001_2952.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
2.8
100
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34
26.68
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b64_lr01_3124
100
240
240
3
10
sgd
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31.64
model-npz/EfficientNetB1_optsgd_s100_e10_b64_lr001_2420.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
3.43
100
11.64
36
26.78
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b64_lr001_1489
100
240
240
3
10
sgd
10
64
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12.2
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3.2
32.03
model-npz/EfficientNetB1_optsgd_s100_e10_b64_lr0001_2410.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
3.39
100
10.51
34
26.69
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b64_lr0001_2660
100
240
240
3
10
sgd
10
64
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3.17
31.78
model-npz/EfficientNetB1_optsgd_s100_e10_b64_lr00001_1123.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
3.31
100
10.39
35
26.79
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b1_lr01_2937
1,000
240
240
3
10
sgd
1
1
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58.62
58.64
model-npz/EfficientNetB1_optsgd_s1000_e1_b1_lr001_5910.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.94
100
20.72
28
26.83
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b1_lr001_3056
1,000
240
240
3
10
sgd
1
1
0.001
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58.6
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model-npz/EfficientNetB1_optsgd_s1000_e1_b1_lr0001_2147.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.94
100
20.73
28
26.81
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b1_lr0001_3147
1,000
240
240
3
10
sgd
1
1
0.0001
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12.2
0.06
58.22
58.24
model-npz/EfficientNetB1_optsgd_s1000_e1_b1_lr00001_1526.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.93
100
20.67
28
26.85
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b2_lr01_3768
1,000
240
240
3
10
sgd
1
2
0.01
2.15.1
12.2
0.08
42.84
42.86
model-npz/EfficientNetB1_optsgd_s1000_e1_b2_lr001_9859.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.22
100
19.63
29
26.73
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b2_lr001_2774
1,000
240
240
3
10
sgd
1
2
0.001
2.15.1
12.2
0.08
42.9
42.93
model-npz/EfficientNetB1_optsgd_s1000_e1_b2_lr0001_2029.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.12
100
19.19
29
26.8
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b2_lr0001_2130
1,000
240
240
3
10
sgd
1
2
0.0001
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12.2
0.09
43.01
43.03
model-npz/EfficientNetB1_optsgd_s1000_e1_b2_lr00001_1257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.16
100
18.95
29
26.82
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b4_lr01_3132
1,000
240
240
3
10
sgd
1
4
0.01
2.15.1
12.2
0.14
35.8
35.84
model-npz/EfficientNetB1_optsgd_s1000_e1_b4_lr001_2943.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.44
100
14.89
30
26.74
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b4_lr001_8350
1,000
240
240
3
10
sgd
1
4
0.001
2.15.1
12.2
0.14
36.24
36.26
model-npz/EfficientNetB1_optsgd_s1000_e1_b4_lr0001_2993.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.4
100
14.61
30
26.7
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b4_lr0001_6322
1,000
240
240
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.14
35.93
35.95
model-npz/EfficientNetB1_optsgd_s1000_e1_b4_lr00001_2477.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.4
100
14.47
30
26.73
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b8_lr01_1954
1,000
240
240
3
10
sgd
1
8
0.01
2.15.1
12.2
0.26
32.78
32.8
model-npz/EfficientNetB1_optsgd_s1000_e1_b8_lr001_2716.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.95
100
13.61
32
26.65
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b8_lr001_1909
1,000
240
240
3
10
sgd
1
8
0.001
2.15.1
12.2
0.26
32.75
32.77
model-npz/EfficientNetB1_optsgd_s1000_e1_b8_lr0001_2963.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.79
100
12.61
32
26.67
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b8_lr0001_1829
1,000
240
240
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.26
33.19
33.21
model-npz/EfficientNetB1_optsgd_s1000_e1_b8_lr00001_2951.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.78
100
11.88
32
26.64