Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
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37
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
51
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37
33.69
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3235
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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
4
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30
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35
33.12
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1436
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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
4
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31
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33
32.28
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1079
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
4
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36
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33
32.17
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_2780
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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
7
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38
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33
32.24
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2852
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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
8
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40
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33
32.32
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2026
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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
7
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37
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34
32.5
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
15
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55
13.37
35
32.72
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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
14
3.51
52
13.44
35
33.15
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.32
55
12.82
35
33.16
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_1629
1,000
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224
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10
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44.57
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model-npz/EfficientNetB0_optsgd_s1000_e1_b8_lr001_9963.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
23
4.26
70
13.02
36
33.25
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_8011
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
4.11
69
12.66
36
33.45
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_7999
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10
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model-npz/EfficientNetB0_optsgd_s1000_e1_b8_lr00001_1469.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
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76
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36
33.44
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2194
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10
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model-npz/EfficientNetB0_optsgd_s1000_e1_b16_lr001_1341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
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36
33.39
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_5595
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10
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model-npz/EfficientNetB0_optsgd_s1000_e1_b16_lr0001_5335.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
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84
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37
33.46
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2477
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3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
4.48
84
11.79
36
33.41
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_1953
1,000
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
4.76
99
12.33
37
33.32
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_1015
1,000
224
224
3
10
sgd
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32
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42.86
model-npz/EfficientNetB0_optsgd_s1000_e1_b32_lr0001_4133.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
4.82
98
12.36
36
33.33
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1246
1,000
224
224
3
10
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model-npz/EfficientNetB0_optsgd_s1000_e1_b32_lr00001_1599.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
4.77
98
12.1
37
33.38
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_8005
1,000
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10
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41.22
model-npz/EfficientNetB0_optsgd_s1000_e1_b64_lr001_2772.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
5.14
100
11.77
37
33.52
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2269
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224
224
3
10
sgd
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40.64
model-npz/EfficientNetB0_optsgd_s1000_e1_b64_lr0001_2438.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
4.55
100
12.17
37
33.47
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_3176
1,000
224
224
3
10
sgd
1
64
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41.23
41.26
model-npz/EfficientNetB0_optsgd_s1000_e1_b64_lr00001_3154.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
5.07
100
12.14
37
33.33
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_2518
1,000
224
224
3
10
sgd
2
1
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155.87
model-npz/EfficientNetB0_optsgd_s1000_e2_b1_lr001_1620.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.38
31
18.81
34
32.96
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2753
1,000
224
224
3
10
sgd
2
1
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76.94
153.9
model-npz/EfficientNetB0_optsgd_s1000_e2_b1_lr0001_3568.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.43
35
18.79
33
32.32
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3319
1,000
224
224
3
10
sgd
2
1
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79.55
159.14
model-npz/EfficientNetB0_optsgd_s1000_e2_b1_lr00001_1370.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.34
30
18.38
33
32.05
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2433
1,000
224
224
3
10
sgd
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2
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47.39
94.81
model-npz/EfficientNetB0_optsgd_s1000_e2_b2_lr001_2410.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.86
40
20.51
34
32.64
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_3157
1,000
224
224
3
10
sgd
2
2
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2.15.1
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47.59
95.21
model-npz/EfficientNetB0_optsgd_s1000_e2_b2_lr0001_1292.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
3.74
39
19.86
34
33.22
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1925
1,000
224
224
3
10
sgd
2
2
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47.58
95.2
model-npz/EfficientNetB0_optsgd_s1000_e2_b2_lr00001_8403.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.74
41
19.81
35
33.5
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_3014
1,000
224
224
3
10
sgd
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4
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67.71
model-npz/EfficientNetB0_optsgd_s1000_e2_b4_lr001_2838.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
5.41
53
20.53
36
33.99
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_7506
1,000
224
224
3
10
sgd
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4
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34.04
68.12
model-npz/EfficientNetB0_optsgd_s1000_e2_b4_lr0001_3361.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
5.18
52
20.13
36
34.36
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2514
1,000
224
224
3
10
sgd
2
4
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34.94
69.91
model-npz/EfficientNetB0_optsgd_s1000_e2_b4_lr00001_6548.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.23
55
19.95
37
34.54
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_3100
1,000
224
224
3
10
sgd
2
8
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0.22
27.35
54.73
model-npz/EfficientNetB0_optsgd_s1000_e2_b8_lr001_1239.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
6.93
72
20.87
38
34.68
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_1332
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.22
27.46
54.95
model-npz/EfficientNetB0_optsgd_s1000_e2_b8_lr0001_1717.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
6.94
74
21.13
38
34.91
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1484
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.22
27.17
54.38
model-npz/EfficientNetB0_optsgd_s1000_e2_b8_lr00001_3015.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
6.85
75
20.59
38
35.02
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_9272
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
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0.4
25.3
50.65
model-npz/EfficientNetB0_optsgd_s1000_e2_b16_lr001_3008.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
7.71
87
20.6
38
35.16
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_1718
1,000
224
224
3
10
sgd
2
16
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0.4
25.05
50.14
model-npz/EfficientNetB0_optsgd_s1000_e2_b16_lr0001_1483.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
7.47
88
19.85
38
35.17
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2319
1,000
224
224
3
10
sgd
2
16
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0.4
25.17
50.37
model-npz/EfficientNetB0_optsgd_s1000_e2_b16_lr00001_3210.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
7.89
88
20.79
38
35.17
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_2495
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.75
23.91
47.86
model-npz/EfficientNetB0_optsgd_s1000_e2_b32_lr001_8904.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
8.2
98
20.67
39
35.23
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2848
1,000
224
224
3
10
sgd
2
32
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2.15.1
12.2
0.77
24.74
49.52
model-npz/EfficientNetB0_optsgd_s1000_e2_b32_lr0001_1309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
8.29
98
21.04
39
35.44
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
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39
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
9.18
100
22.05
40
35.56
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1492
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
8.14
100
19.91
40
35.43
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_3340
1,000
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
8.38
100
20.66
39
35.28
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224
224
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10
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model-npz/VGG19_optadam_s1_e1_b1_lr001_2367.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
0.79
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VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1231
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224
224
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10
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model-npz/VGG19_optadam_s1_e1_b1_lr0001_3693.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.81
27
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30
28.66
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2540
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224
224
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10
adam
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1
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model-npz/VGG19_optadam_s1_e1_b1_lr00001_1261.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.55
100
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30
29.33
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2437
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224
224
3
10
adam
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1
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model-npz/VGG19_optadam_s1_e2_b1_lr001_3200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.24
100
7.7
31
29.52
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_6877
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224
224
3
10
adam
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1
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model-npz/VGG19_optadam_s1_e2_b1_lr0001_1795.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.24
100
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31
29.81
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_1114
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224
224
3
10
adam
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1
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model-npz/VGG19_optadam_s1_e2_b1_lr00001_9999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
1.54
79
6.24
31
30.05
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2670
1
224
224
3
10
adam
5
1
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model-npz/VGG19_optadam_s1_e5_b1_lr001_6557.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.56
78
5.76
32
30.18
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_3206
1
224
224
3
10
adam
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1
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model-npz/VGG19_optadam_s1_e5_b1_lr0001_3400.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.28
82
4.03
31
30.31
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_3907
1
224
224
3
10
adam
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1
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model-npz/VGG19_optadam_s1_e5_b1_lr00001_1731.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
1.44
100
6.44
31
30.33
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_1759
1
224
224
3
10
adam
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1
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model-npz/VGG19_optadam_s1_e10_b1_lr001_3427.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.29
100
10.06
32
30.6
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_3530
1
224
224
3
10
adam
10
1
0.001
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model-npz/VGG19_optadam_s1_e10_b1_lr0001_3832.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.44
94
6.33
32
30.67
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_3516
1
224
224
3
10
adam
10
1
0.0001
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model-npz/VGG19_optadam_s1_e10_b1_lr00001_6602.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.03
67
6.56
32
30.94
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_1367
10
224
224
3
10
adam
1
1
0.01
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12.2
1.09
10.95
10.97
model-npz/VGG19_optadam_s10_e1_b1_lr001_2169.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.61
84
7.36
32
31.09
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2310
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
1.11
11.07
11.09
model-npz/VGG19_optadam_s10_e1_b1_lr0001_4204.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.22
100
10.53
32
30.97
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2000
10
224
224
3
10
adam
1
1
0.0001
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12.2
1.08
10.85
10.87
model-npz/VGG19_optadam_s10_e1_b1_lr00001_2485.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.44
100
7.28
32
31.12
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1040
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
2.3
11.53
11.55
model-npz/VGG19_optadam_s10_e1_b2_lr001_1981.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
3.12
100
14.42
33
31.48
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_3155
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
2.23
11.15
11.17
model-npz/VGG19_optadam_s10_e1_b2_lr0001_4709.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.43
100
12.54
33
31.51
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3327
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
2.21
11.06
11.08
model-npz/VGG19_optadam_s10_e1_b2_lr00001_3261.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.59
100
7.75
33
31.62
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3107
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
4.38
13.17
13.19
model-npz/VGG19_optadam_s10_e1_b4_lr001_1500.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3.35
100
17.16
35
32.16