Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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240
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10
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32
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126.34
model-npz/EfficientNetB1_optadam_s1000_e5_b32_lr0001_2605.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
14.31
100
35.88
45
39.05
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e5_b32_lr0001_2324
1,000
240
240
3
10
adam
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32
0.0001
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25.34
126.76
model-npz/EfficientNetB1_optadam_s1000_e5_b32_lr00001_3001.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
14.78
100
35.84
45
39.13
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e5_b64_lr01_9282
1,000
240
240
3
10
adam
5
64
0.01
2.15.1
12.2
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24.97
124.89
model-npz/EfficientNetB1_optadam_s1000_e5_b64_lr001_8792.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
15.33
100
36.05
46
39.27
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e5_b64_lr001_2940
1,000
240
240
3
10
adam
5
64
0.001
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24.69
123.49
model-npz/EfficientNetB1_optadam_s1000_e5_b64_lr0001_3122.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
14.95
100
36.19
46
39.38
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e5_b64_lr0001_5330
1,000
240
240
3
10
adam
5
64
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24.87
124.39
model-npz/EfficientNetB1_optadam_s1000_e5_b64_lr00001_1866.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
14.46
100
35.42
46
39.41
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b64_lr01_9899
1,000
240
240
3
10
adam
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64
0.01
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174.97
model-npz/EfficientNetB1_optadam_s1000_e10_b64_lr001_2578.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
21.6
100
51.42
48
38.27
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b64_lr001_1371
1,000
240
240
3
10
adam
10
64
0.001
2.15.1
12.2
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17.36
173.69
model-npz/EfficientNetB1_optadam_s1000_e10_b64_lr0001_2755.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
21.85
100
51.81
51
42.65
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b64_lr0001_1642
1,000
240
240
3
10
adam
10
64
0.0001
2.15.1
12.2
1.09
17.46
174.69
model-npz/EfficientNetB1_optadam_s1000_e10_b64_lr00001_1189.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
21.93
100
52.22
51
43.54
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e1_b1_lr01_1050
1
240
240
3
10
sgd
1
1
0.01
2.15.1
12.2
42.46
42.47
42.49
model-npz/EfficientNetB1_optsgd_s1_e1_b1_lr001_1144.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
4
0.07
47
42.12
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e1_b1_lr001_2973
1
240
240
3
10
sgd
1
1
0.001
2.15.1
12.2
42.41
42.44
42.46
model-npz/EfficientNetB1_optsgd_s1_e1_b1_lr0001_1783.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
1
0.04
39
36.52
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e1_b1_lr0001_2534
1
240
240
3
10
sgd
1
1
0.0001
2.15.1
12.2
42.93
42.96
42.99
model-npz/EfficientNetB1_optsgd_s1_e1_b1_lr00001_2401.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
5
0.05
35
33.76
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e2_b1_lr01_3030
1
240
240
3
10
sgd
2
1
0.01
2.15.1
12.2
21.49
21.51
43.06
model-npz/EfficientNetB1_optsgd_s1_e2_b1_lr001_9092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
10
0.14
33
32.36
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e2_b1_lr001_2731
1
240
240
3
10
sgd
2
1
0.001
2.15.1
12.2
21.19
21.2
42.44
model-npz/EfficientNetB1_optsgd_s1_e2_b1_lr0001_1665.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.03
9
0.2
32
31.63
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e2_b1_lr0001_2563
1
240
240
3
10
sgd
2
1
0.0001
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12.2
21.93
21.95
43.92
model-npz/EfficientNetB1_optsgd_s1_e2_b1_lr00001_1123.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
14
0.15
31
31
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e5_b1_lr01_2365
1
240
240
3
10
sgd
5
1
0.01
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12.2
8.67
8.69
43.47
model-npz/EfficientNetB1_optsgd_s1_e5_b1_lr001_2734.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
8
0.11
31
31
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e5_b1_lr001_7045
1
240
240
3
10
sgd
5
1
0.001
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12.2
8.48
8.49
42.48
model-npz/EfficientNetB1_optsgd_s1_e5_b1_lr0001_1912.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
10
0.12
31
31
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e5_b1_lr0001_1630
1
240
240
3
10
sgd
5
1
0.0001
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12.2
8.46
8.48
42.42
model-npz/EfficientNetB1_optsgd_s1_e5_b1_lr00001_9963.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.05
21
0.28
31
30.89
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e10_b1_lr01_1394
1
240
240
3
10
sgd
10
1
0.01
2.15.1
12.2
4.37
4.38
43.82
model-npz/EfficientNetB1_optsgd_s1_e10_b1_lr001_1341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.06
26
0.49
31
31
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e10_b1_lr001_2955
1
240
240
3
10
sgd
10
1
0.001
2.15.1
12.2
4.35
4.36
43.65
model-npz/EfficientNetB1_optsgd_s1_e10_b1_lr0001_7247.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.06
27
0.43
31
30.74
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e10_b1_lr0001_1861
1
240
240
3
10
sgd
10
1
0.0001
2.15.1
12.2
4.42
4.43
44.33
model-npz/EfficientNetB1_optsgd_s1_e10_b1_lr00001_2466.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.05
24
0.39
31
30.72
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b1_lr01_1727
10
240
240
3
10
sgd
1
1
0.01
2.15.1
12.2
4.32
43.27
43.3
model-npz/EfficientNetB1_optsgd_s10_e1_b1_lr001_1578.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.06
33
0.48
31
30.45
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b1_lr001_3275
10
240
240
3
10
sgd
1
1
0.001
2.15.1
12.2
4.37
43.72
43.75
model-npz/EfficientNetB1_optsgd_s10_e1_b1_lr0001_1270.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.06
29
0.46
31
30.18
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b1_lr0001_2756
10
240
240
3
10
sgd
1
1
0.0001
2.15.1
12.2
4.33
43.38
43.4
model-npz/EfficientNetB1_optsgd_s10_e1_b1_lr00001_1524.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.06
28
0.41
31
30.22
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b2_lr01_1053
10
240
240
3
10
sgd
1
2
0.01
2.15.1
12.2
8.66
43.32
43.35
model-npz/EfficientNetB1_optsgd_s10_e1_b2_lr001_2881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.06
23
0.38
31
30.27
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b2_lr001_1170
10
240
240
3
10
sgd
1
2
0.001
2.15.1
12.2
8.81
44.09
44.12
model-npz/EfficientNetB1_optsgd_s10_e1_b2_lr0001_3399.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.1
41
0.56
31
30.23
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b2_lr0001_1584
10
240
240
3
10
sgd
1
2
0.0001
2.15.1
12.2
8.58
42.93
42.95
model-npz/EfficientNetB1_optsgd_s10_e1_b2_lr00001_1258.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.06
34
0.35
31
30.42
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b4_lr01_1834
10
240
240
3
10
sgd
1
4
0.01
2.15.1
12.2
14.73
44.22
44.25
model-npz/EfficientNetB1_optsgd_s10_e1_b4_lr001_8969.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
4
0.09
31
30.81
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b4_lr001_1854
10
240
240
3
10
sgd
1
4
0.001
2.15.1
12.2
14.68
44.08
44.11
model-npz/EfficientNetB1_optsgd_s10_e1_b4_lr0001_1644.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.09
26
0.59
31
30.82
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b4_lr0001_3382
10
240
240
3
10
sgd
1
4
0.0001
2.15.1
12.2
14.69
44.11
44.13
model-npz/EfficientNetB1_optsgd_s10_e1_b4_lr00001_9694.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
9
0.15
31
30.65
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b8_lr01_6829
10
240
240
3
10
sgd
1
8
0.01
2.15.1
12.2
22.17
44.37
44.4
model-npz/EfficientNetB1_optsgd_s10_e1_b8_lr001_2016.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
4
0.12
31
30.23
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b8_lr001_1136
10
240
240
3
10
sgd
1
8
0.001
2.15.1
12.2
22.4
44.82
44.85
model-npz/EfficientNetB1_optsgd_s10_e1_b8_lr0001_1052.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.09
17
0.36
31
30.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b8_lr0001_2303
10
240
240
3
10
sgd
1
8
0.0001
2.15.1
12.2
22.62
45.27
45.29
model-npz/EfficientNetB1_optsgd_s10_e1_b8_lr00001_1355.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.08
15
0.4
31
30.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b1_lr01_3092
10
240
240
3
10
sgd
2
1
0.01
2.15.1
12.2
2.19
21.94
43.91
model-npz/EfficientNetB1_optsgd_s10_e2_b1_lr001_1825.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.14
29
0.95
31
30.15
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b1_lr001_1411
10
240
240
3
10
sgd
2
1
0.001
2.15.1
12.2
2.2
22.02
44.09
model-npz/EfficientNetB1_optsgd_s10_e2_b1_lr0001_2128.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.12
28
0.92
31
30.18
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b1_lr0001_2411
10
240
240
3
10
sgd
2
1
0.0001
2.15.1
12.2
2.24
22.44
44.9
model-npz/EfficientNetB1_optsgd_s10_e2_b1_lr00001_2467.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.1
30
0.88
31
30.15
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b2_lr01_2153
10
240
240
3
10
sgd
2
2
0.01
2.15.1
12.2
4.34
21.74
43.52
model-npz/EfficientNetB1_optsgd_s10_e2_b2_lr001_2145.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.15
42
0.83
31
30.08
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b2_lr001_2067
10
240
240
3
10
sgd
2
2
0.001
2.15.1
12.2
4.32
21.63
43.3
model-npz/EfficientNetB1_optsgd_s10_e2_b2_lr0001_2110.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.11
40
0.6
31
30.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b2_lr0001_1580
10
240
240
3
10
sgd
2
2
0.0001
2.15.1
12.2
4.3
21.5
43.03
model-npz/EfficientNetB1_optsgd_s10_e2_b2_lr00001_3038.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.12
42
0.65
31
30.08
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b4_lr01_2776
10
240
240
3
10
sgd
2
4
0.01
2.15.1
12.2
7.41
22.24
44.52
model-npz/EfficientNetB1_optsgd_s10_e2_b4_lr001_2335.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.08
36
0.38
31
30.06
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b4_lr001_1059
10
240
240
3
10
sgd
2
4
0.001
2.15.1
12.2
7.32
21.98
43.98
model-npz/EfficientNetB1_optsgd_s10_e2_b4_lr0001_3185.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.12
48
0.51
31
30.11
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b4_lr0001_2892
10
240
240
3
10
sgd
2
4
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2.15.1
12.2
7.5
22.54
45.11
model-npz/EfficientNetB1_optsgd_s10_e2_b4_lr00001_2484.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.1
39
0.45
31
30.16
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b8_lr01_2272
10
240
240
3
10
sgd
2
8
0.01
2.15.1
12.2
10.94
21.91
43.85
model-npz/EfficientNetB1_optsgd_s10_e2_b8_lr001_1356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.11
29
0.5
31
30.17
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b8_lr001_3139
10
240
240
3
10
sgd
2
8
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2.15.1
12.2
11.02
22.06
44.15
model-npz/EfficientNetB1_optsgd_s10_e2_b8_lr0001_2613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.11
13
0.48
31
30.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b8_lr0001_1458
10
240
240
3
10
sgd
2
8
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2.15.1
12.2
11.02
22.07
44.16
model-npz/EfficientNetB1_optsgd_s10_e2_b8_lr00001_2292.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.06
19
0.34
31
30.19
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b1_lr01_1304
10
240
240
3
10
sgd
5
1
0.01
2.15.1
12.2
0.94
9.42
47.15
model-npz/EfficientNetB1_optsgd_s10_e5_b1_lr001_4403.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.31
30
2.12
31
30.34
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b1_lr001_1486
10
240
240
3
10
sgd
5
1
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2.15.1
12.2
0.92
9.2
46.02
model-npz/EfficientNetB1_optsgd_s10_e5_b1_lr0001_1244.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.3
31
2.13
31
30.47
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b1_lr0001_2298
10
240
240
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.93
9.38
46.92
model-npz/EfficientNetB1_optsgd_s10_e5_b1_lr00001_1136.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.3
31
2.14
31
30.27
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b2_lr01_4464
10
240
240
3
10
sgd
5
2
0.01
2.15.1
12.2
1.86
9.34
46.72
model-npz/EfficientNetB1_optsgd_s10_e5_b2_lr001_4101.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.26
38
1.35
31
30.17
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b2_lr001_3177
10
240
240
3
10
sgd
5
2
0.001
2.15.1
12.2
1.79
8.95
44.79
model-npz/EfficientNetB1_optsgd_s10_e5_b2_lr0001_2058.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.33
40
1.66
31
30.48
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b2_lr0001_3406
10
240
240
3
10
sgd
5
2
0.0001
2.15.1
12.2
1.79
8.96
44.86
model-npz/EfficientNetB1_optsgd_s10_e5_b2_lr00001_7363.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.29
40
1.53
31
30.43
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b4_lr01_2404
10
240
240
3
10
sgd
5
4
0.01
2.15.1
12.2
3.05
9.17
45.89
model-npz/EfficientNetB1_optsgd_s10_e5_b4_lr001_2676.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.3
53
1.24
31
30.3
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b4_lr001_2531
10
240
240
3
10
sgd
5
4
0.001
2.15.1
12.2
3.06
9.18
45.96
model-npz/EfficientNetB1_optsgd_s10_e5_b4_lr0001_2050.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.32
59
1.3
32
30.66
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b4_lr0001_2558
10
240
240
3
10
sgd
5
4
0.0001
2.15.1
12.2
3.09
9.3
46.54
model-npz/EfficientNetB1_optsgd_s10_e5_b4_lr00001_8313.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.29
49
1.18
31
30.49
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b8_lr01_1917
10
240
240
3
10
sgd
5
8
0.01
2.15.1
12.2
4.47
8.96
44.85
model-npz/EfficientNetB1_optsgd_s10_e5_b8_lr001_2508.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.39
63
1.5
31
30.6
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b8_lr001_1639
10
240
240
3
10
sgd
5
8
0.001
2.15.1
12.2
4.48
8.97
44.92
model-npz/EfficientNetB1_optsgd_s10_e5_b8_lr0001_1089.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
0.44
65
1.41
31
30.37
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b8_lr0001_1411
10
240
240
3
10
sgd
5
8
0.0001
2.15.1
12.2
4.48
8.98
44.92
model-npz/EfficientNetB1_optsgd_s10_e5_b8_lr00001_1659.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.34
49
1.19
32
30.28
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b1_lr01_1262
10
240
240
3
10
sgd
10
1
0.01
2.15.1
12.2
0.52
5.27
52.75
model-npz/EfficientNetB1_optsgd_s10_e10_b1_lr001_6870.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.53
30
3.89
31
30.37
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b1_lr001_2495
10
240
240
3
10
sgd
10
1
0.001
2.15.1
12.2
0.5
5.06
50.7
model-npz/EfficientNetB1_optsgd_s10_e10_b1_lr0001_2673.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.53
29
3.75
31
30.31
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b1_lr0001_2692
10
240
240
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.51
5.14
51.5
model-npz/EfficientNetB1_optsgd_s10_e10_b1_lr00001_1555.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.53
31
3.89
31
30.3
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b2_lr01_2086
10
240
240
3
10
sgd
10
2
0.01
2.15.1
12.2
0.93
4.69
46.99
model-npz/EfficientNetB1_optsgd_s10_e10_b2_lr001_2709.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.54
43
2.74
32
30.19
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b2_lr001_2315
10
240
240
3
10
sgd
10
2
0.001
2.15.1
12.2
0.93
4.67
46.76
model-npz/EfficientNetB1_optsgd_s10_e10_b2_lr0001_3228.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.56
41
2.9
32
30.5
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b2_lr0001_1887
10
240
240
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.96
4.81
48.16
model-npz/EfficientNetB1_optsgd_s10_e10_b2_lr00001_1538.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.52
40
2.64
31
30.89
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b4_lr01_7365
10
240
240
3
10
sgd
10
4
0.01
2.15.1
12.2
1.56
4.7
47.08
model-npz/EfficientNetB1_optsgd_s10_e10_b4_lr001_1094.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.61
48
2.43
32
30.86