Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
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6
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Nvidia
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Tesla
6
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Nvidia
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6
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6
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Nvidia
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6
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Tesla
6
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Nvidia
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Tesla
6
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45.48
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Nvidia
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Tesla
6
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Nvidia
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Tesla
6
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16
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54
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Nvidia
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Tesla
6
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16
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732.2
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49
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10
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
16
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40
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224
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10
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
18
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39
37.7
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224
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10
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Nvidia
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Tesla
6
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16
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732.2
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38
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10
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Nvidia
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Tesla
6
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16
hbm2
732.2
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39
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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38
37.78
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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17
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42
38.99
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
20
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44
41.06
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
17
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44
41.9
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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47
42.74
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224
3
10
sgd
5
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
29
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75
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48
43.99
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224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
23
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76
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48
44.51
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
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81
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51
45.11
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224
224
3
10
sgd
5
16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
36
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51
45.96
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1,000
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224
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10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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732.2
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52
46.47
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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732.2
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50
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93
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54
47.28
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
16.46
94
36.61
54
47.81
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1,000
224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
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96
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55
48.14
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1,000
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
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99
41.58
57
49.36
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1,000
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224
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10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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61
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40.91
58
50.58
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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42.42
58
51.02
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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14
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33
32.7
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e1_b1_lr001_2440
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600
600
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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34
33.04
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600
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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4
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16
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34
33.75
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e2_b1_lr01_2637
1
600
600
3
10
adam
2
1
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141.35
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.08
37
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34
33.69
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e2_b1_lr001_1356
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600
600
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.1
58
0.33
35
33.92
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e2_b1_lr0001_2383
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600
600
3
10
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1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
0.12
54
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34
33.1
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600
600
3
10
adam
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model-npz/EfficientNetB7_optadam_s1_e5_b1_lr001_9672.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
38
0.42
100
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36
33.09
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e5_b1_lr001_2969
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600
600
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
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100
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36
33.85
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e5_b1_lr0001_2945
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600
600
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
0.44
91
1.14
36
34.03
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600
600
3
10
adam
10
1
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14.49
144.98
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
0.71
100
1.98
37
34.06
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1
600
600
3
10
adam
10
1
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14.63
14.65
146.53
model-npz/EfficientNetB7_optadam_s1_e10_b1_lr0001_8937.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
0.73
100
1.94
37
34.08
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e10_b1_lr0001_3150
1
600
600
3
10
adam
10
1
0.0001
2.15.1
12.2
14.78
14.8
148.02
model-npz/EfficientNetB7_optadam_s1_e10_b1_lr00001_2917.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
0.74
100
1.92
38
34.54
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b1_lr01_9159
10
600
600
3
10
adam
1
1
0.01
2.15.1
12.2
14.91
149.18
149.21
model-npz/EfficientNetB7_optadam_s10_e1_b1_lr001_6447.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
0.66
100
1.88
38
34.11
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b1_lr001_2095
10
600
600
3
10
adam
1
1
0.001
2.15.1
12.2
14.65
146.53
146.57
model-npz/EfficientNetB7_optadam_s10_e1_b1_lr0001_1109.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
0.77
100
2.05
38
34.21
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b1_lr0001_2672
10
600
600
3
10
adam
1
1
0.0001
2.15.1
12.2
14.6
146.1
146.13
model-npz/EfficientNetB7_optadam_s10_e1_b1_lr00001_3039.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
0.73
100
2.03
38
34.7
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b2_lr01_1470
10
600
600
3
10
adam
1
2
0.01
2.15.1
12.2
29.76
148.87
148.9
model-npz/EfficientNetB7_optadam_s10_e1_b2_lr001_3068.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
0.64
100
1.76
38
34.18
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b2_lr001_1675
10
600
600
3
10
adam
1
2
0.001
2.15.1
12.2
29.26
146.34
146.36
model-npz/EfficientNetB7_optadam_s10_e1_b2_lr0001_1885.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
0.68
100
1.88
37
34.07
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b2_lr0001_1845
10
600
600
3
10
adam
1
2
0.0001
2.15.1
12.2
29.34
146.75
146.78
model-npz/EfficientNetB7_optadam_s10_e1_b2_lr00001_2018.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
0.82
100
2.12
38
34.1
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr01_1049
10
600
600
3
10
adam
2
1
0.01
2.15.1
12.2
7.47
74.75
149.53
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr001_3290.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
1.35
100
3.79
39
34.26
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr001_1058
10
600
600
3
10
adam
2
1
0.001
2.15.1
12.2
7.63
76.33
152.7
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr0001_2322.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
1.44
100
3.78
39
34.24
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr0001_1509
10
600
600
3
10
adam
2
1
0.0001
2.15.1
12.2
7.43
74.34
148.72
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr00001_2284.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
1.42
100
3.77
39
34.41
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr01_3327
10
600
600
3
10
adam
2
2
0.01
2.15.1
12.2
14.95
74.76
149.56
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr001_2896.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
1.45
100
3.78
39
34.47
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr001_1648
10
600
600
3
10
adam
2
2
0.001
2.15.1
12.2
15.16
75.83
151.69
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr0001_3387.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
1.33
100
3.49
39
34.57
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr0001_2347
10
600
600
3
10
adam
2
2
0.0001
2.15.1
12.2
14.72
73.62
147.26
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr00001_6845.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
1.38
100
3.55
39
34.42
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b1_lr01_3792
10
600
600
3
10
adam
5
1
0.01
2.15.1
12.2
3.3
33.06
165.35
model-npz/EfficientNetB7_optadam_s10_e5_b1_lr001_1943.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
3.25
100
8.65
41
34.82
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b1_lr001_3545
10
600
600
3
10
adam
5
1
0.001
2.15.1
12.2
3.22
32.22
161.14
model-npz/EfficientNetB7_optadam_s10_e5_b1_lr0001_2851.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
3.21
100
8.36
41
35.49
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b1_lr0001_2840
10
600
600
3
10
adam
5
1
0.0001
2.15.1
12.2
3.17
31.78
158.95
model-npz/EfficientNetB7_optadam_s10_e5_b1_lr00001_2816.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
3.39
100
8.85
42
35.54
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b2_lr01_7556
10
600
600
3
10
adam
5
2
0.01
2.15.1
12.2
6.31
31.57
157.87
model-npz/EfficientNetB7_optadam_s10_e5_b2_lr001_2309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
3.34
100
8.68
42
36.3
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b2_lr001_2506
10
600
600
3
10
adam
5
2
0.001
2.15.1
12.2
6.34
31.73
158.67
model-npz/EfficientNetB7_optadam_s10_e5_b2_lr0001_1528.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
3.45
100
8.75
42
36.42
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b2_lr0001_1646
10
600
600
3
10
adam
5
2
0.0001
2.15.1
12.2
6.38
31.94
159.73
model-npz/EfficientNetB7_optadam_s10_e5_b2_lr00001_4569.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
3.37
100
8.77
42
36.36
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b1_lr01_1755
10
600
600
3
10
adam
10
1
0.01
2.15.1
12.2
1.79
17.95
179.55
model-npz/EfficientNetB7_optadam_s10_e10_b1_lr001_1936.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
6.14
100
16.16
45
36.28
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b1_lr001_1988
10
600
600
3
10
adam
10
1
0.001
2.15.1
12.2
1.79
17.99
179.98
model-npz/EfficientNetB7_optadam_s10_e10_b1_lr0001_1604.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
6.07
100
15.7
46
38.31
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b1_lr0001_1540
10
600
600
3
10
adam
10
1
0.0001
2.15.1
12.2
1.78
17.83
178.39
model-npz/EfficientNetB7_optadam_s10_e10_b1_lr00001_2273.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
6.18
100
16.07
46
38.34