Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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1.82
23.65
47.32
model-npz/EfficientNetB1_optsgd_s100_e2_b8_lr00001_1029.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.37
73
3.99
33
31.13
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b16_lr01_2295
100
240
240
3
10
sgd
2
16
0.01
2.15.1
12.2
3.32
23.3
46.63
model-npz/EfficientNetB1_optsgd_s100_e2_b16_lr001_3324.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.31
90
3.81
34
31.13
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b16_lr001_2353
100
240
240
3
10
sgd
2
16
0.001
2.15.1
12.2
3.3
23.16
46.35
model-npz/EfficientNetB1_optsgd_s100_e2_b16_lr0001_2999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
1.39
89
3.67
33
31.13
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b16_lr0001_4872
100
240
240
3
10
sgd
2
16
0.0001
2.15.1
12.2
3.38
23.71
47.46
model-npz/EfficientNetB1_optsgd_s100_e2_b16_lr00001_4809.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.42
88
3.85
33
31.12
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b32_lr01_2905
100
240
240
3
10
sgd
2
32
0.01
2.15.1
12.2
5.72
22.88
45.8
model-npz/EfficientNetB1_optsgd_s100_e2_b32_lr001_9716.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
1.65
100
4.5
33
31.11
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b32_lr001_1586
100
240
240
3
10
sgd
2
32
0.001
2.15.1
12.2
5.7
22.82
45.68
model-npz/EfficientNetB1_optsgd_s100_e2_b32_lr0001_1445.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
1.34
100
3.88
34
31.08
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b32_lr0001_1641
100
240
240
3
10
sgd
2
32
0.0001
2.15.1
12.2
5.96
23.85
47.74
model-npz/EfficientNetB1_optsgd_s100_e2_b32_lr00001_1031.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.05
100
3.5
33
31.11
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b64_lr01_9210
100
240
240
3
10
sgd
2
64
0.01
2.15.1
12.2
11.4
22.81
45.65
model-npz/EfficientNetB1_optsgd_s100_e2_b64_lr001_5592.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
1.77
99
3.39
34
31.17
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b64_lr001_2007
100
240
240
3
10
sgd
2
64
0.001
2.15.1
12.2
11.33
22.69
45.4
model-npz/EfficientNetB1_optsgd_s100_e2_b64_lr0001_2938.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
2.23
100
4.7
34
31.91
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e2_b64_lr0001_2081
100
240
240
3
10
sgd
2
64
0.0001
2.15.1
12.2
11.19
22.39
44.81
model-npz/EfficientNetB1_optsgd_s100_e2_b64_lr00001_2274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
1.94
99
3.99
35
32.09
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b1_lr01_1309
100
240
240
3
10
sgd
5
1
0.01
2.15.1
12.2
0.16
16.73
83.7
model-npz/EfficientNetB1_optsgd_s100_e5_b1_lr001_1589.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
1.7
33
12.49
32
31.86
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b1_lr001_1172
100
240
240
3
10
sgd
5
1
0.001
2.15.1
12.2
0.16
16.52
82.66
model-npz/EfficientNetB1_optsgd_s100_e5_b1_lr0001_3027.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.69
33
12.69
32
31.49
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b1_lr0001_2066
100
240
240
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.17
16.78
83.93
model-npz/EfficientNetB1_optsgd_s100_e5_b1_lr00001_2109.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.72
33
12.46
32
31.36
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b2_lr01_9811
100
240
240
3
10
sgd
5
2
0.01
2.15.1
12.2
0.25
12.8
64.07
model-npz/EfficientNetB1_optsgd_s100_e5_b2_lr001_4069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.2
41
10.73
33
31.5
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b2_lr001_2169
100
240
240
3
10
sgd
5
2
0.001
2.15.1
12.2
0.26
13.06
65.34
model-npz/EfficientNetB1_optsgd_s100_e5_b2_lr0001_2684.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
2.11
44
10.43
34
31.91
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b2_lr0001_6719
100
240
240
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.25
12.69
63.48
model-npz/EfficientNetB1_optsgd_s100_e5_b2_lr00001_1784.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
2.25
46
11.09
34
32.22
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b4_lr01_1231
100
240
240
3
10
sgd
5
4
0.01
2.15.1
12.2
0.44
11.06
55.34
model-npz/EfficientNetB1_optsgd_s100_e5_b4_lr001_7028.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.63
58
9.79
34
32.27
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b4_lr001_1253
100
240
240
3
10
sgd
5
4
0.001
2.15.1
12.2
0.44
10.95
54.8
model-npz/EfficientNetB1_optsgd_s100_e5_b4_lr0001_9030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.68
59
10.04
34
32.32
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b4_lr0001_5299
100
240
240
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.44
11.04
55.26
model-npz/EfficientNetB1_optsgd_s100_e5_b4_lr00001_1019.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.66
58
9.83
34
32.27
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b8_lr01_1295
100
240
240
3
10
sgd
5
8
0.01
2.15.1
12.2
0.81
10.6
53.07
model-npz/EfficientNetB1_optsgd_s100_e5_b8_lr001_2855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
3.01
79
9.08
35
32.27
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b8_lr001_3119
100
240
240
3
10
sgd
5
8
0.001
2.15.1
12.2
0.8
10.47
52.42
model-npz/EfficientNetB1_optsgd_s100_e5_b8_lr0001_1561.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.91
81
9.16
35
32.22
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b8_lr0001_1433
100
240
240
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.8
10.47
52.39
model-npz/EfficientNetB1_optsgd_s100_e5_b8_lr00001_2658.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.93
75
8.69
34
32.13
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b16_lr01_2625
100
240
240
3
10
sgd
5
16
0.01
2.15.1
12.2
1.43
10.05
50.28
model-npz/EfficientNetB1_optsgd_s100_e5_b16_lr001_1731.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.27
90
8.69
35
32.23
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b16_lr001_3399
100
240
240
3
10
sgd
5
16
0.001
2.15.1
12.2
1.47
10.3
51.55
model-npz/EfficientNetB1_optsgd_s100_e5_b16_lr0001_1444.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.33
91
8.79
35
32.3
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b16_lr0001_1977
100
240
240
3
10
sgd
5
16
0.0001
2.15.1
12.2
1.42
9.99
50
model-npz/EfficientNetB1_optsgd_s100_e5_b16_lr00001_2623.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.12
90
8.39
35
32.33
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b32_lr01_2877
100
240
240
3
10
sgd
5
32
0.01
2.15.1
12.2
2.49
9.99
50.01
model-npz/EfficientNetB1_optsgd_s100_e5_b32_lr001_7280.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
3.8
100
9.15
35
32.32
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b32_lr0001_2172
1,000
240
240
3
10
adam
10
32
0.0001
2.15.1
12.2
0.56
17.97
179.78
model-npz/EfficientNetB1_optadam_s1000_e10_b32_lr00001_2986.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
21.09
100
52.35
46
36.34
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b32_lr001_1775
100
240
240
3
10
sgd
5
32
0.001
2.15.1
12.2
2.49
9.98
49.94
model-npz/EfficientNetB1_optsgd_s100_e5_b32_lr0001_2800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
3.15
100
8.37
43
38.53
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b32_lr0001_1819
100
240
240
3
10
sgd
5
32
0.0001
2.15.1
12.2
2.42
9.7
48.56
model-npz/EfficientNetB1_optsgd_s100_e5_b32_lr00001_1397.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
3.09
100
8.59
37
34.8
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b64_lr01_1283
100
240
240
3
10
sgd
5
64
0.01
2.15.1
12.2
4.96
9.93
49.67
model-npz/EfficientNetB1_optsgd_s100_e5_b64_lr001_2030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
2.53
100
9.15
36
33.28
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b64_lr001_1511
100
240
240
3
10
sgd
5
64
0.001
2.15.1
12.2
4.89
9.78
48.95
model-npz/EfficientNetB1_optsgd_s100_e5_b64_lr0001_1728.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
3.61
100
7.84
36
32.82
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e5_b64_lr0001_2643
100
240
240
3
10
sgd
5
64
0.0001
2.15.1
12.2
4.84
9.69
48.49
model-npz/EfficientNetB1_optsgd_s100_e5_b64_lr00001_3184.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
3.21
95
8.74
36
32.53
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b1_lr01_3396
100
240
240
3
10
sgd
10
1
0.01
2.15.1
12.2
0.12
12.47
124.77
model-npz/EfficientNetB1_optsgd_s100_e10_b1_lr001_2298.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.37
33
17.22
33
31.85
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b1_lr001_2928
100
240
240
3
10
sgd
10
1
0.001
2.15.1
12.2
0.12
12.43
124.36
model-npz/EfficientNetB1_optsgd_s100_e10_b1_lr0001_6707.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
2.39
33
17.41
32
30.99
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b1_lr0001_6681
100
240
240
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.12
12.39
123.93
model-npz/EfficientNetB1_optsgd_s100_e10_b1_lr00001_2764.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
2.39
37
17.43
32
30.86
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b2_lr01_2114
100
240
240
3
10
sgd
10
2
0.01
2.15.1
12.2
0.17
8.44
84.52
model-npz/EfficientNetB1_optsgd_s100_e10_b2_lr001_2590.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
3.38
43
16.51
33
31.34
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b2_lr001_1776
100
240
240
3
10
sgd
10
2
0.001
2.15.1
12.2
0.16
8.25
82.52
model-npz/EfficientNetB1_optsgd_s100_e10_b2_lr0001_2822.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
3.42
46
16.76
34
32.05
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b2_lr0001_2107
100
240
240
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.17
8.53
85.38
model-npz/EfficientNetB1_optsgd_s100_e10_b2_lr00001_1393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
3.28
43
16.11
34
32.19
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b4_lr01_1024
100
240
240
3
10
sgd
10
4
0.01
2.15.1
12.2
0.27
6.79
67.98
model-npz/EfficientNetB1_optsgd_s100_e10_b4_lr001_2895.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.29
59
15.84
34
32.25
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b4_lr001_3176
100
240
240
3
10
sgd
10
4
0.001
2.15.1
12.2
0.26
6.59
65.94
model-npz/EfficientNetB1_optsgd_s100_e10_b4_lr0001_1048.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
4.54
72
16.77
35
32.52
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b4_lr0001_1002
100
240
240
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.27
6.72
67.24
model-npz/EfficientNetB1_optsgd_s100_e10_b4_lr00001_1348.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.38
59
16.1
35
32.45
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b8_lr01_3083
100
240
240
3
10
sgd
10
8
0.01
2.15.1
12.2
0.46
5.98
59.88
model-npz/EfficientNetB1_optsgd_s100_e10_b8_lr001_2881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
5.38
79
16.39
35
32.39
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b8_lr001_4363
100
240
240
3
10
sgd
10
8
0.001
2.15.1
12.2
0.46
6.01
60.17
model-npz/EfficientNetB1_optsgd_s100_e10_b8_lr0001_2083.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
5.35
81
16.13
35
32.5
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b8_lr0001_2960
100
240
240
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.46
5.99
59.92
model-npz/EfficientNetB1_optsgd_s100_e10_b8_lr00001_1356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
5.56
80
16.47
35
32.42
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b16_lr01_1473
100
240
240
3
10
sgd
10
16
0.01
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12.2
0.81
5.66
56.65
model-npz/EfficientNetB1_optsgd_s100_e10_b16_lr001_5508.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.68
96
15.34
36
32.45
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b16_lr001_2904
100
240
240
3
10
sgd
10
16
0.001
2.15.1
12.2
0.81
5.7
57.05
model-npz/EfficientNetB1_optsgd_s100_e10_b16_lr0001_3222.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
5.79
97
15.23
36
32.58
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b16_lr0001_8151
100
240
240
3
10
sgd
10
16
0.0001
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12.2
0.8
5.61
56.2
model-npz/EfficientNetB1_optsgd_s100_e10_b16_lr00001_2594.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.22
94
13.66
36
32.58
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b32_lr01_7229
100
240
240
3
10
sgd
10
32
0.01
2.15.1
12.2
1.37
5.48
54.87
model-npz/EfficientNetB1_optsgd_s100_e10_b32_lr001_1765.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
6.25
100
14.79
36
32.58
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b32_lr001_3126
100
240
240
3
10
sgd
10
32
0.001
2.15.1
12.2
1.38
5.53
55.39
model-npz/EfficientNetB1_optsgd_s100_e10_b32_lr0001_3263.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
6.16
100
15.51
36
32.64
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b32_lr0001_1744
100
240
240
3
10
sgd
10
32
0.0001
2.15.1
12.2
1.37
5.51
55.15
model-npz/EfficientNetB1_optsgd_s100_e10_b32_lr00001_2464.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
6.28
100
15.95
36
32.67
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b64_lr01_1986
100
240
240
3
10
sgd
10
64
0.01
2.15.1
12.2
2.7
5.4
54.11
model-npz/EfficientNetB1_optsgd_s100_e10_b64_lr001_1655.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
4.47
100
15.06
37
32.78
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b64_lr001_1280
100
240
240
3
10
sgd
10
64
0.001
2.15.1
12.2
2.7
5.42
54.22
model-npz/EfficientNetB1_optsgd_s100_e10_b64_lr0001_2068.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
5.75
100
14.44
37
33.23
EfficientNetB1_architecture_optsgd_s100_ipd240x240x3_opd10_e10_b64_lr0001_5919
100
240
240
3
10
sgd
10
64
0.0001
2.15.1
12.2
2.7
5.42
54.23
model-npz/EfficientNetB1_optsgd_s100_e10_b64_lr00001_1359.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
6.88
100
15.4
37
33.44
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b1_lr01_4409
1,000
240
240
3
10
sgd
1
1
0.01
2.15.1
12.2
0.12
123.19
123.22
model-npz/EfficientNetB1_optsgd_s1000_e1_b1_lr001_2544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
2.34
34
17.37
35
32.25
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b1_lr001_2845
1,000
240
240
3
10
sgd
1
1
0.001
2.15.1
12.2
0.12
125.07
125.1
model-npz/EfficientNetB1_optsgd_s1000_e1_b1_lr0001_7725.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
2.31
34
16.98
32
31.1
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b1_lr0001_2570
1,000
240
240
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.12
124.46
124.49
model-npz/EfficientNetB1_optsgd_s1000_e1_b1_lr00001_1413.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
2.36
43
17.25
32
31.24
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b2_lr01_5085
1,000
240
240
3
10
sgd
1
2
0.01
2.15.1
12.2
0.16
83.2
83.23
model-npz/EfficientNetB1_optsgd_s1000_e1_b2_lr001_2105.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
3.31
43
16.32
33
31.4
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b2_lr001_6292
1,000
240
240
3
10
sgd
1
2
0.001
2.15.1
12.2
0.17
84.23
84.26
model-npz/EfficientNetB1_optsgd_s1000_e1_b2_lr0001_1422.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
3.38
46
16.72
34
32.12
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b2_lr0001_7938
1,000
240
240
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.17
84.35
84.38
model-npz/EfficientNetB1_optsgd_s1000_e1_b2_lr00001_3238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
3.29
46
16.2
34
32.22
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b4_lr01_8711
1,000
240
240
3
10
sgd
1
4
0.01
2.15.1
12.2
0.27
67.71
67.74
model-npz/EfficientNetB1_optsgd_s1000_e1_b4_lr001_2050.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4
61
14.97
34
32.38
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b4_lr001_1350
1,000
240
240
3
10
sgd
1
4
0.001
2.15.1
12.2
0.27
67.46
67.48
model-npz/EfficientNetB1_optsgd_s1000_e1_b4_lr0001_2996.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.25
59
15.78
34
32.5
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b4_lr0001_2698
1,000
240
240
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.26
66.51
66.54
model-npz/EfficientNetB1_optsgd_s1000_e1_b4_lr00001_2626.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.36
59
16.48
35
32.4
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e1_b8_lr01_1254
1,000
240
240
3
10
sgd
1
8
0.01
2.15.1
12.2
0.46
57.88
57.9
model-npz/EfficientNetB1_optsgd_s1000_e1_b8_lr001_2894.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
5.3
82
15.86
35
32.27