Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/EfficientNetB1_optadam_s100_e5_b64_lr001_9475.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
1.33
100
5.05
33
25.44
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e5_b64_lr001_1704
100
240
240
3
10
adam
5
64
0.001
2.15.1
12.2
4.84
9.68
48.43
model-npz/EfficientNetB1_optadam_s100_e5_b64_lr0001_2117.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.02
100
3.44
33
25.47
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e5_b64_lr0001_1373
100
240
240
3
10
adam
5
64
0.0001
2.15.1
12.2
4.9
9.81
49.1
model-npz/EfficientNetB1_optadam_s100_e5_b64_lr00001_1829.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
1
100
4.34
34
25.5
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b1_lr01_3060
100
240
240
3
10
adam
10
1
0.01
2.15.1
12.2
0.08
7.96
79.62
model-npz/EfficientNetB1_optadam_s100_e10_b1_lr001_6386.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.81
100
18.04
28
26.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b1_lr001_2244
100
240
240
3
10
adam
10
1
0.001
2.15.1
12.2
0.08
7.88
78.87
model-npz/EfficientNetB1_optadam_s100_e10_b1_lr0001_1712.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.84
100
17.94
28
26.48
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b1_lr0001_3245
100
240
240
3
10
adam
10
1
0.0001
2.15.1
12.2
0.08
7.91
79.14
model-npz/EfficientNetB1_optadam_s100_e10_b1_lr00001_2647.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.82
100
17.92
28
26.59
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b2_lr01_1868
100
240
240
3
10
adam
10
2
0.01
2.15.1
12.2
0.13
6.3
63.06
model-npz/EfficientNetB1_optadam_s100_e10_b2_lr001_6438.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.94
100
15.07
29
26.5
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b2_lr001_1514
100
240
240
3
10
adam
10
2
0.001
2.15.1
12.2
0.12
6.25
62.5
model-npz/EfficientNetB1_optadam_s100_e10_b2_lr0001_2360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.94
100
14.85
29
26.34
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b2_lr0001_1338
100
240
240
3
10
adam
10
2
0.0001
2.15.1
12.2
0.12
6.25
62.58
model-npz/EfficientNetB1_optadam_s100_e10_b2_lr00001_1135.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.95
100
14.99
29
26.36
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b4_lr01_1619
100
240
240
3
10
adam
10
4
0.01
2.15.1
12.2
0.22
5.51
55.19
model-npz/EfficientNetB1_optadam_s100_e10_b4_lr001_1938.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.01
100
10.73
30
26.25
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b4_lr001_1845
100
240
240
3
10
adam
10
4
0.001
2.15.1
12.2
0.22
5.52
55.27
model-npz/EfficientNetB1_optadam_s100_e10_b4_lr0001_2583.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.05
100
11.21
30
26.18
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b4_lr0001_2270
100
240
240
3
10
adam
10
4
0.0001
2.15.1
12.2
0.22
5.52
55.2
model-npz/EfficientNetB1_optadam_s100_e10_b4_lr00001_2051.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.04
100
10.8
30
26.23
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b8_lr01_2343
100
240
240
3
10
adam
10
8
0.01
2.15.1
12.2
0.4
5.27
52.78
model-npz/EfficientNetB1_optadam_s100_e10_b8_lr001_1037.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.28
100
8.95
31
26.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b8_lr001_1145
100
240
240
3
10
adam
10
8
0.001
2.15.1
12.2
0.41
5.37
53.76
model-npz/EfficientNetB1_optadam_s100_e10_b8_lr0001_2554.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.31
100
9.12
31
26.08
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b8_lr0001_2695
100
240
240
3
10
adam
10
8
0.0001
2.15.1
12.2
0.41
5.31
53.12
model-npz/EfficientNetB1_optadam_s100_e10_b8_lr00001_1158.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.3
100
8.81
31
26.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b16_lr01_1771
100
240
240
3
10
adam
10
16
0.01
2.15.1
12.2
0.74
5.2
52.03
model-npz/EfficientNetB1_optadam_s100_e10_b16_lr001_1307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
1.6
100
6.63
32
26.06
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b16_lr001_2869
100
240
240
3
10
adam
10
16
0.001
2.15.1
12.2
0.73
5.09
50.92
model-npz/EfficientNetB1_optadam_s100_e10_b16_lr0001_1086.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.67
100
7.91
32
26.05
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b16_lr0001_1546
100
240
240
3
10
adam
10
16
0.0001
2.15.1
12.2
0.73
5.12
51.2
model-npz/EfficientNetB1_optadam_s100_e10_b16_lr00001_3302.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.52
100
6.56
32
26.11
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b32_lr01_2660
100
240
240
3
10
adam
10
32
0.01
2.15.1
12.2
1.27
5.07
50.76
model-npz/EfficientNetB1_optadam_s100_e10_b32_lr001_2731.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
1.83
100
6.02
34
26.06
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b32_lr001_3306
100
240
240
3
10
adam
10
32
0.001
2.15.1
12.2
1.26
5.06
50.66
model-npz/EfficientNetB1_optadam_s100_e10_b32_lr0001_2693.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
1.94
100
7.06
34
26.08
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b32_lr0001_2122
100
240
240
3
10
adam
10
32
0.0001
2.15.1
12.2
1.26
5.03
50.34
model-npz/EfficientNetB1_optadam_s100_e10_b32_lr00001_1463.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
1.98
100
7.22
34
26.09
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b64_lr01_1454
100
240
240
3
10
adam
10
64
0.01
2.15.1
12.2
2.49
4.99
49.91
model-npz/EfficientNetB1_optadam_s100_e10_b64_lr001_2046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
2.41
100
7.56
35
26.21
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b64_lr001_3097
100
240
240
3
10
adam
10
64
0.001
2.15.1
12.2
2.52
5.04
50.39
model-npz/EfficientNetB1_optadam_s100_e10_b64_lr0001_1533.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
2.21
100
6.24
35
26.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e10_b64_lr0001_1442
100
240
240
3
10
adam
10
64
0.0001
2.15.1
12.2
2.49
4.99
49.98
model-npz/EfficientNetB1_optadam_s100_e10_b64_lr00001_1656.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
1.86
100
5.51
35
26.13
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b1_lr01_1548
1,000
240
240
3
10
adam
1
1
0.01
2.15.1
12.2
0.08
79.11
79.13
model-npz/EfficientNetB1_optadam_s1000_e1_b1_lr001_2545.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.84
100
17.96
28
26.39
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b1_lr001_2798
1,000
240
240
3
10
adam
1
1
0.001
2.15.1
12.2
0.08
79.41
79.43
model-npz/EfficientNetB1_optadam_s1000_e1_b1_lr0001_2815.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.83
100
17.72
28
26.4
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b1_lr0001_3032
1,000
240
240
3
10
adam
1
1
0.0001
2.15.1
12.2
0.08
81.66
81.69
model-npz/EfficientNetB1_optadam_s1000_e1_b1_lr00001_2715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.86
100
17.55
28
26.38
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b2_lr01_2207
1,000
240
240
3
10
adam
1
2
0.01
2.15.1
12.2
0.13
63.16
63.18
model-npz/EfficientNetB1_optadam_s1000_e1_b2_lr001_2396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.92
100
14.04
28
26.15
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b2_lr001_6074
1,000
240
240
3
10
adam
1
2
0.001
2.15.1
12.2
0.12
62.83
62.87
model-npz/EfficientNetB1_optadam_s1000_e1_b2_lr0001_8482.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.92
100
14.19
28
26.11
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b2_lr0001_2209
1,000
240
240
3
10
adam
1
2
0.0001
2.15.1
12.2
0.12
62.62
62.66
model-npz/EfficientNetB1_optadam_s1000_e1_b2_lr00001_1245.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.92
100
14.31
29
26.19
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b4_lr01_8898
1,000
240
240
3
10
adam
1
4
0.01
2.15.1
12.2
0.22
54.69
54.72
model-npz/EfficientNetB1_optadam_s1000_e1_b4_lr001_2265.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.03
100
10.85
29
26.06
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b4_lr001_3678
1,000
240
240
3
10
adam
1
4
0.001
2.15.1
12.2
0.22
55.08
55.1
model-npz/EfficientNetB1_optadam_s1000_e1_b4_lr0001_1311.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.03
100
10.74
29
26
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b4_lr0001_3270
1,000
240
240
3
10
adam
1
4
0.0001
2.15.1
12.2
0.22
55.15
55.17
model-npz/EfficientNetB1_optadam_s1000_e1_b4_lr00001_1387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.96
100
10.16
30
25.99
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b8_lr01_2037
1,000
240
240
3
10
adam
1
8
0.01
2.15.1
12.2
0.41
51.8
51.82
model-npz/EfficientNetB1_optadam_s1000_e1_b8_lr001_2672.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.28
100
8.48
31
25.94
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b8_lr001_1240
1,000
240
240
3
10
adam
1
8
0.001
2.15.1
12.2
0.41
51.57
51.59
model-npz/EfficientNetB1_optadam_s1000_e1_b8_lr0001_2061.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.28
100
8.66
31
25.95
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b8_lr0001_1617
1,000
240
240
3
10
adam
1
8
0.0001
2.15.1
12.2
0.41
51.16
51.18
model-npz/EfficientNetB1_optadam_s1000_e1_b8_lr00001_2635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.28
100
8.87
32
25.98
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b16_lr01_3137
1,000
240
240
3
10
adam
1
16
0.01
2.15.1
12.2
0.8
50.55
50.57
model-npz/EfficientNetB1_optadam_s1000_e1_b16_lr001_1962.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
1.79
100
8.89
32
26.01
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b16_lr001_3226
1,000
240
240
3
10
adam
1
16
0.001
2.15.1
12.2
0.81
51.13
51.17
model-npz/EfficientNetB1_optadam_s1000_e1_b16_lr0001_2845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.59
100
8.16
32
26.01
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b16_lr0001_2618
1,000
240
240
3
10
adam
1
16
0.0001
2.15.1
12.2
0.81
51.18
51.2
model-npz/EfficientNetB1_optadam_s1000_e1_b16_lr00001_3255.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.58
100
7.24
32
25.99
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b32_lr01_2906
1,000
240
240
3
10
adam
1
32
0.01
2.15.1
12.2
1.56
49.96
49.98
model-npz/EfficientNetB1_optadam_s1000_e1_b32_lr001_1519.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
2.11
100
8.33
34
26.15
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b32_lr001_1283
1,000
240
240
3
10
adam
1
32
0.001
2.15.1
12.2
1.57
50.24
50.27
model-npz/EfficientNetB1_optadam_s1000_e1_b32_lr0001_2647.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
2.15
100
7.94
34
26.21
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b32_lr0001_1442
1,000
240
240
3
10
adam
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32
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49.81
49.86
model-npz/EfficientNetB1_optadam_s1000_e1_b32_lr00001_3408.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
2.13
100
7.32
34
26.29
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b64_lr01_2072
1,000
240
240
3
10
adam
1
64
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50.62
50.64
model-npz/EfficientNetB1_optadam_s1000_e1_b64_lr001_5552.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
2.17
100
6.82
35
26.37
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b64_lr001_3058
1,000
240
240
3
10
adam
1
64
0.001
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49.94
49.96
model-npz/EfficientNetB1_optadam_s1000_e1_b64_lr0001_1523.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
2.28
100
7.54
35
26.5
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e1_b64_lr0001_7385
1,000
240
240
3
10
adam
1
64
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12.2
3.1
49.65
49.67
model-npz/EfficientNetB1_optadam_s1000_e1_b64_lr00001_1241.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
2.41
100
7.34
35
26.48
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b1_lr01_1462
1,000
240
240
3
10
adam
2
1
0.01
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55.82
111.67
model-npz/EfficientNetB1_optadam_s1000_e2_b1_lr001_1724.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.21
100
25.5
28
27.02
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b1_lr001_2693
1,000
240
240
3
10
adam
2
1
0.001
2.15.1
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0.06
56.06
112.14
model-npz/EfficientNetB1_optadam_s1000_e2_b1_lr0001_1689.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.22
100
25.43
28
27.05
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b1_lr0001_2615
1,000
240
240
3
10
adam
2
1
0.0001
2.15.1
12.2
0.05
55.35
110.73
model-npz/EfficientNetB1_optadam_s1000_e2_b1_lr00001_3080.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.2
100
25.9
28
27.06
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b2_lr01_1486
1,000
240
240
3
10
adam
2
2
0.01
2.15.1
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0.08
39.34
78.72
model-npz/EfficientNetB1_optadam_s1000_e2_b2_lr001_1224.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.47
100
22.68
29
26.95
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b2_lr001_2573
1,000
240
240
3
10
adam
2
2
0.001
2.15.1
12.2
0.08
39.31
78.65
model-npz/EfficientNetB1_optadam_s1000_e2_b2_lr0001_8649.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.54
100
23.43
29
26.97
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b2_lr0001_1954
1,000
240
240
3
10
adam
2
2
0.0001
2.15.1
12.2
0.08
39.29
78.61
model-npz/EfficientNetB1_optadam_s1000_e2_b2_lr00001_1199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.54
100
23.55
29
27.01
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b4_lr01_3232
1,000
240
240
3
10
adam
2
4
0.01
2.15.1
12.2
0.13
31.6
63.24
model-npz/EfficientNetB1_optadam_s1000_e2_b4_lr001_2898.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.79
100
18.52
30
26.91
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b4_lr001_3298
1,000
240
240
3
10
adam
2
4
0.001
2.15.1
12.2
0.12
31.22
62.46
model-npz/EfficientNetB1_optadam_s1000_e2_b4_lr0001_9702.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.88
100
18.76
30
26.91
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b4_lr0001_2407
1,000
240
240
3
10
adam
2
4
0.0001
2.15.1
12.2
0.12
31.41
62.85
model-npz/EfficientNetB1_optadam_s1000_e2_b4_lr00001_3143.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.85
100
18.21
31
26.96
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b8_lr01_1055
1,000
240
240
3
10
adam
2
8
0.01
2.15.1
12.2
0.22
28.01
56.05
model-npz/EfficientNetB1_optadam_s1000_e2_b8_lr001_2148.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.32
100
14.18
32
26.88
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b8_lr001_2720
1,000
240
240
3
10
adam
2
8
0.001
2.15.1
12.2
0.22
28.13
56.28
model-npz/EfficientNetB1_optadam_s1000_e2_b8_lr0001_2301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.39
100
15.01
32
26.85
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b8_lr0001_2276
1,000
240
240
3
10
adam
2
8
0.0001
2.15.1
12.2
0.22
28.05
56.12
model-npz/EfficientNetB1_optadam_s1000_e2_b8_lr00001_1024.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.39
100
15.5
33
26.95
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b16_lr01_2755
1,000
240
240
3
10
adam
2
16
0.01
2.15.1
12.2
0.44
27.74
55.51
model-npz/EfficientNetB1_optadam_s1000_e2_b16_lr001_8112.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.92
100
12.01
33
26.9
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b16_lr001_1573
1,000
240
240
3
10
adam
2
16
0.001
2.15.1
12.2
0.44
27.53
55.08
model-npz/EfficientNetB1_optadam_s1000_e2_b16_lr0001_3095.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
3.03
100
12.05
34
26.92
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b32_lr01_7941
1,000
240
240
3
10
adam
2
32
0.01
2.15.1
12.2
0.84
26.83
53.69
model-npz/EfficientNetB1_optadam_s1000_e2_b32_lr001_2898.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
3.75
100
13.13
35
26.53
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b32_lr001_2780
1,000
240
240
3
10
adam
2
32
0.001
2.15.1
12.2
0.83
26.73
53.49
model-npz/EfficientNetB1_optadam_s1000_e2_b32_lr0001_3127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
3.89
100
11.74
35
26.98
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b32_lr0001_2675
1,000
240
240
3
10
adam
2
32
0.0001
2.15.1
12.2
0.84
26.92
53.86
model-npz/EfficientNetB1_optadam_s1000_e2_b32_lr00001_6103.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.8
100
11.74
35
27.03
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e2_b64_lr01_1183
1,000
240
240
3
10
adam
2
64
0.01
2.15.1
12.2
1.65
26.34
52.72
model-npz/EfficientNetB1_optadam_s1000_e2_b64_lr001_1579.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
4.37
100
10.89
36
27.03