Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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2,040
432
3
0.08
100
2.43
26
25.07
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b8_lr01_2050
10
240
240
3
10
adam
1
8
0.01
2.15.1
12.2
23.54
47.1
47.14
model-npz/EfficientNetB1_optadam_s10_e1_b8_lr001_5638.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
2.8
26
25.07
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b8_lr001_2410
10
240
240
3
10
adam
1
8
0.001
2.15.1
12.2
23.69
47.38
47.4
model-npz/EfficientNetB1_optadam_s10_e1_b8_lr0001_2616.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
3.01
26
25.06
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b8_lr0001_1709
10
240
240
3
10
adam
1
8
0.0001
2.15.1
12.2
23.49
46.99
47.03
model-npz/EfficientNetB1_optadam_s10_e1_b8_lr00001_5414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
2.77
26
25.06
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b1_lr01_1139
10
240
240
3
10
adam
2
1
0.01
2.15.1
12.2
2.35
23.51
47.05
model-npz/EfficientNetB1_optadam_s10_e2_b1_lr001_2591.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.54
26
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b1_lr001_3033
10
240
240
3
10
adam
2
1
0.001
2.15.1
12.2
2.34
23.45
46.95
model-npz/EfficientNetB1_optadam_s10_e2_b1_lr0001_4703.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.43
26
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b1_lr0001_3311
10
240
240
3
10
adam
2
1
0.0001
2.15.1
12.2
2.35
23.55
47.15
model-npz/EfficientNetB1_optadam_s10_e2_b1_lr00001_2729.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.46
26
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b2_lr01_1484
10
240
240
3
10
adam
2
2
0.01
2.15.1
12.2
4.62
23.12
46.27
model-npz/EfficientNetB1_optadam_s10_e2_b2_lr001_1223.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.07
100
2.12
26
25.08
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b2_lr001_1211
10
240
240
3
10
adam
2
2
0.001
2.15.1
12.2
4.64
23.22
46.48
model-npz/EfficientNetB1_optadam_s10_e2_b2_lr0001_2108.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.37
26
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b2_lr0001_3243
10
240
240
3
10
adam
2
2
0.0001
2.15.1
12.2
4.69
23.44
46.91
model-npz/EfficientNetB1_optadam_s10_e2_b2_lr00001_3244.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.37
26
25.08
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b4_lr01_2971
10
240
240
3
10
adam
2
4
0.01
2.15.1
12.2
7.8
23.42
46.86
model-npz/EfficientNetB1_optadam_s10_e2_b4_lr001_1578.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.01
26
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b4_lr001_4401
10
240
240
3
10
adam
2
4
0.001
2.15.1
12.2
7.94
23.81
47.65
model-npz/EfficientNetB1_optadam_s10_e2_b4_lr0001_1314.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.12
100
2.96
27
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b4_lr0001_3036
10
240
240
3
10
adam
2
4
0.0001
2.15.1
12.2
7.89
23.69
47.41
model-npz/EfficientNetB1_optadam_s10_e2_b4_lr00001_3308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.26
26
25.08
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b8_lr01_2652
10
240
240
3
10
adam
2
8
0.01
2.15.1
12.2
11.76
23.52
47.09
model-npz/EfficientNetB1_optadam_s10_e2_b8_lr001_2589.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.07
100
2.17
26
25.07
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b8_lr001_2066
10
240
240
3
10
adam
2
8
0.001
2.15.1
12.2
11.9
23.81
47.64
model-npz/EfficientNetB1_optadam_s10_e2_b8_lr0001_2309.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.07
100
2.6
26
25.07
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b8_lr0001_1303
10
240
240
3
10
adam
2
8
0.0001
2.15.1
12.2
11.78
23.56
47.16
model-npz/EfficientNetB1_optadam_s10_e2_b8_lr00001_3298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.13
100
2.59
26
25.08
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b1_lr01_1114
10
240
240
3
10
adam
5
1
0.01
2.15.1
12.2
0.96
9.61
48.1
model-npz/EfficientNetB1_optadam_s10_e5_b1_lr001_3101.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.29
27
25.12
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b1_lr001_2811
10
240
240
3
10
adam
5
1
0.001
2.15.1
12.2
0.96
9.63
48.18
model-npz/EfficientNetB1_optadam_s10_e5_b1_lr0001_1516.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
3.54
27
25.13
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b1_lr0001_2878
10
240
240
3
10
adam
5
1
0.0001
2.15.1
12.2
0.96
9.59
48.02
model-npz/EfficientNetB1_optadam_s10_e5_b1_lr00001_1222.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
3.58
27
25.12
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b2_lr01_6225
10
240
240
3
10
adam
5
2
0.01
2.15.1
12.2
1.87
9.36
46.84
model-npz/EfficientNetB1_optadam_s10_e5_b2_lr001_2258.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.12
100
3.19
27
25.11
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b2_lr001_2269
10
240
240
3
10
adam
5
2
0.001
2.15.1
12.2
1.87
9.38
46.94
model-npz/EfficientNetB1_optadam_s10_e5_b2_lr0001_9938.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.1
100
2.66
27
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b2_lr0001_1659
10
240
240
3
10
adam
5
2
0.0001
2.15.1
12.2
1.88
9.39
46.97
model-npz/EfficientNetB1_optadam_s10_e5_b2_lr00001_2735.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.14
100
3.81
27
25.1
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b4_lr01_7871
10
240
240
3
10
adam
5
4
0.01
2.15.1
12.2
3.16
9.48
47.43
model-npz/EfficientNetB1_optadam_s10_e5_b4_lr001_7492.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.15
100
3.66
27
25.1
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b4_lr001_1810
10
240
240
3
10
adam
5
4
0.001
2.15.1
12.2
3.19
9.56
47.87
model-npz/EfficientNetB1_optadam_s10_e5_b4_lr0001_7075.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.11
100
2.63
27
25.1
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b4_lr0001_1458
10
240
240
3
10
adam
5
4
0.0001
2.15.1
12.2
3.16
9.5
47.54
model-npz/EfficientNetB1_optadam_s10_e5_b4_lr00001_6368.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.17
100
3.7
26
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b8_lr01_1361
10
240
240
3
10
adam
5
8
0.01
2.15.1
12.2
4.83
9.67
48.43
model-npz/EfficientNetB1_optadam_s10_e5_b8_lr001_2343.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.19
100
3.77
26
25.08
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b8_lr001_3323
10
240
240
3
10
adam
5
8
0.001
2.15.1
12.2
4.66
9.32
46.61
model-npz/EfficientNetB1_optadam_s10_e5_b8_lr0001_2343.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.15
100
2.68
26
25.08
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b8_lr0001_2014
10
240
240
3
10
adam
5
8
0.0001
2.15.1
12.2
4.7
9.41
47.07
model-npz/EfficientNetB1_optadam_s10_e5_b8_lr00001_1031.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.14
100
2.62
27
25.09
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b1_lr01_2816
10
240
240
3
10
adam
10
1
0.01
2.15.1
12.2
0.49
4.93
49.35
model-npz/EfficientNetB1_optadam_s10_e10_b1_lr001_7701.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.18
100
4.78
27
25.17
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b1_lr001_1453
10
240
240
3
10
adam
10
1
0.001
2.15.1
12.2
0.5
4.98
49.87
model-npz/EfficientNetB1_optadam_s10_e10_b1_lr0001_2976.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.2
100
5.27
27
25.18
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b1_lr0001_1844
10
240
240
3
10
adam
10
1
0.0001
2.15.1
12.2
0.5
4.99
49.91
model-npz/EfficientNetB1_optadam_s10_e10_b1_lr00001_2758.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
4.54
27
25.17
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b2_lr01_2222
10
240
240
3
10
adam
10
2
0.01
2.15.1
12.2
0.96
4.79
47.9
model-npz/EfficientNetB1_optadam_s10_e10_b2_lr001_3170.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.22
100
4.75
27
25.14
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b2_lr001_2942
10
240
240
3
10
adam
10
2
0.001
2.15.1
12.2
0.96
4.8
48.07
model-npz/EfficientNetB1_optadam_s10_e10_b2_lr0001_1716.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.18
100
4.01
27
25.13
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b2_lr0001_2902
10
240
240
3
10
adam
10
2
0.0001
2.15.1
12.2
0.96
4.79
47.91
model-npz/EfficientNetB1_optadam_s10_e10_b2_lr00001_8834.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.21
100
4.65
27
25.13
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b4_lr01_1884
10
240
240
3
10
adam
10
4
0.01
2.15.1
12.2
1.59
4.79
47.89
model-npz/EfficientNetB1_optadam_s10_e10_b4_lr001_2130.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.21
100
4
28
25.13
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b4_lr001_1858
10
240
240
3
10
adam
10
4
0.001
2.15.1
12.2
1.59
4.77
47.8
model-npz/EfficientNetB1_optadam_s10_e10_b4_lr0001_2272.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.18
100
3.26
28
25.12
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b4_lr0001_2369
10
240
240
3
10
adam
10
4
0.0001
2.15.1
12.2
1.59
4.78
47.87
model-npz/EfficientNetB1_optadam_s10_e10_b4_lr00001_1413.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.19
100
3.3
28
25.12
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b8_lr01_2561
10
240
240
3
10
adam
10
8
0.01
2.15.1
12.2
2.37
4.75
47.52
model-npz/EfficientNetB1_optadam_s10_e10_b8_lr001_3136.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.27
100
3.91
27
25.12
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b8_lr001_9181
10
240
240
3
10
adam
10
8
0.001
2.15.1
12.2
2.39
4.78
47.85
model-npz/EfficientNetB1_optadam_s10_e10_b8_lr0001_7259.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.22
100
3.23
27
25.11
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b8_lr0001_1599
10
240
240
3
10
adam
10
8
0.0001
2.15.1
12.2
2.36
4.73
47.34
model-npz/EfficientNetB1_optadam_s10_e10_b8_lr00001_3056.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.17
100
3.23
28
25.13
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b1_lr01_4857
100
240
240
3
10
adam
1
1
0.01
2.15.1
12.2
0.49
49.38
49.42
model-npz/EfficientNetB1_optadam_s100_e1_b1_lr001_8968.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
4.6
27
25.16
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b1_lr001_3212
100
240
240
3
10
adam
1
1
0.001
2.15.1
12.2
0.49
49.47
49.49
model-npz/EfficientNetB1_optadam_s100_e1_b1_lr0001_1054.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.18
100
4.62
27
25.17
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b1_lr0001_1444
100
240
240
3
10
adam
1
1
0.0001
2.15.1
12.2
0.49
49.5
49.52
model-npz/EfficientNetB1_optadam_s100_e1_b1_lr00001_3127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
4.35
27
25.16
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b2_lr01_2833
100
240
240
3
10
adam
1
2
0.01
2.15.1
12.2
0.95
47.76
47.79
model-npz/EfficientNetB1_optadam_s100_e1_b2_lr001_1900.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.2
100
4.63
27
25.13
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b2_lr001_8304
100
240
240
3
10
adam
1
2
0.001
2.15.1
12.2
0.95
47.48
47.51
model-npz/EfficientNetB1_optadam_s100_e1_b2_lr0001_2320.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.21
100
4.84
27
25.13
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b2_lr0001_4590
100
240
240
3
10
adam
1
2
0.0001
2.15.1
12.2
0.95
47.68
47.7
model-npz/EfficientNetB1_optadam_s100_e1_b2_lr00001_7937.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.18
100
3.97
27
25.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b4_lr01_1949
100
240
240
3
10
adam
1
4
0.01
2.15.1
12.2
1.91
47.66
47.72
model-npz/EfficientNetB1_optadam_s100_e1_b4_lr001_1135.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.21
100
3.65
27
25.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b4_lr001_1870
100
240
240
3
10
adam
1
4
0.001
2.15.1
12.2
1.87
46.87
46.9
model-npz/EfficientNetB1_optadam_s100_e1_b4_lr0001_2375.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.19
100
3.23
28
25.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b4_lr0001_2034
100
240
240
3
10
adam
1
4
0.0001
2.15.1
12.2
1.89
47.19
47.21
model-npz/EfficientNetB1_optadam_s100_e1_b4_lr00001_3052.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.16
100
3
28
25.13
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b8_lr01_3408
100
240
240
3
10
adam
1
8
0.01
2.15.1
12.2
3.63
47.17
47.22
model-npz/EfficientNetB1_optadam_s100_e1_b8_lr001_2996.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.3
100
4.35
28
25.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b8_lr001_8360
100
240
240
3
10
adam
1
8
0.001
2.15.1
12.2
3.65
47.51
47.54
model-npz/EfficientNetB1_optadam_s100_e1_b8_lr0001_1502.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.23
100
3.88
27
25.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b8_lr0001_2556
100
240
240
3
10
adam
1
8
0.0001
2.15.1
12.2
3.69
48.01
48.03
model-npz/EfficientNetB1_optadam_s100_e1_b8_lr00001_1592.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
0.24
100
3.77
28
25.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b16_lr01_1518
100
240
240
3
10
adam
1
16
0.01
2.15.1
12.2
6.75
47.23
47.28
model-npz/EfficientNetB1_optadam_s100_e1_b16_lr001_3117.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.35
100
3.14
28
25.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b16_lr001_2699
100
240
240
3
10
adam
1
16
0.001
2.15.1
12.2
6.72
47.02
47.05
model-npz/EfficientNetB1_optadam_s100_e1_b16_lr0001_2426.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
0.29
100
2.87
28
25.1
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b16_lr0001_2973
100
240
240
3
10
adam
1
16
0.0001
2.15.1
12.2
6.79
47.54
47.57
model-npz/EfficientNetB1_optadam_s100_e1_b16_lr00001_2635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.22
100
2.9
27
25.09
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b32_lr01_3295
100
240
240
3
10
adam
1
32
0.01
2.15.1
12.2
11.76
47.06
47.11
model-npz/EfficientNetB1_optadam_s100_e1_b32_lr001_3001.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
0.45
100
3.8
29
25.13
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b32_lr001_2171
100
240
240
3
10
adam
1
32
0.001
2.15.1
12.2
11.72
46.9
46.93
model-npz/EfficientNetB1_optadam_s100_e1_b32_lr0001_5761.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
0.48
100
3.42
27
25.1
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b32_lr0001_1072
100
240
240
3
10
adam
1
32
0.0001
2.15.1
12.2
11.86
47.47
47.5
model-npz/EfficientNetB1_optadam_s100_e1_b32_lr00001_7581.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
0.45
100
3.25
27
25.08
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b64_lr01_6153
100
240
240
3
10
adam
1
64
0.01
2.15.1
12.2
23.68
47.38
47.4
model-npz/EfficientNetB1_optadam_s100_e1_b64_lr001_1166.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
0.66
100
4.04
27
25.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b64_lr001_2900
100
240
240
3
10
adam
1
64
0.001
2.15.1
12.2
23.47
46.95
46.98
model-npz/EfficientNetB1_optadam_s100_e1_b64_lr0001_3981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.35
100
3.31
29
25.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b64_lr0001_2145
100
240
240
3
10
adam
1
64
0.0001
2.15.1
12.2
23.68
47.37
47.41
model-npz/EfficientNetB1_optadam_s100_e1_b64_lr00001_1032.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.19
100
2.48
26
25.08
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b1_lr01_9931
100
240
240
3
10
adam
2
1
0.01
2.15.1
12.2
0.26
26.58
53.18
model-npz/EfficientNetB1_optadam_s100_e2_b1_lr001_3156.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.29
100
7.32
27
25.27
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b1_lr001_2802
100
240
240
3
10
adam
2
1
0.001
2.15.1
12.2
0.27
26.82
53.68
model-npz/EfficientNetB1_optadam_s100_e2_b1_lr0001_1677.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.28
100
7.18
27
25.27