Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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3
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
17
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224
3
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Nvidia
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Tesla
6
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56
16
hbm2
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
27
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78
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34
31.6
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3
10
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Nvidia
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Tesla
6
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16
hbm2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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32
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224
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Nvidia
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6
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16
hbm2
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0
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35
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224
224
3
10
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Nvidia
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Tesla
6
3,584
56
16
hbm2
732.2
0
39
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35
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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
39
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91
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36
32.35
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224
224
3
10
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
43
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36
32.74
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224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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44
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33
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model-npz/MobileNetV2_optadam_s1000_e1_b1_lr001_1586.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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29
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34
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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29
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32
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10
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model-npz/MobileNetV2_optadam_s1000_e1_b1_lr00001_1737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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29
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31
30.85
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10
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model-npz/MobileNetV2_optadam_s1000_e1_b2_lr001_3248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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1.84
72
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31
30.47
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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
15
1.84
67
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31
30.61
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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
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47
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31
30.41
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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
15
1.95
59
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32
30.69
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_5911
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224
3
10
adam
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47.55
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model-npz/MobileNetV2_optadam_s1000_e1_b4_lr0001_7945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.04
48
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32
31.18
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2055
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224
224
3
10
adam
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47.83
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model-npz/MobileNetV2_optadam_s1000_e1_b4_lr00001_2466.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
2.05
38
8.83
33
31.26
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1481
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224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e1_b8_lr001_5746.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.42
66
8.37
33
31.29
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2896
1,000
224
224
3
10
adam
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41.61
41.63
model-npz/MobileNetV2_optadam_s1000_e1_b8_lr0001_1731.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.23
51
8.13
33
31.31
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3209
1,000
224
224
3
10
adam
1
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42.94
42.97
model-npz/MobileNetV2_optadam_s1000_e1_b8_lr00001_1459.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.4
53
8.08
33
31.29
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2324
1,000
224
224
3
10
adam
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41.62
41.66
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr001_2975.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.74
74
8.71
34
31.35
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3996
1,000
224
224
3
10
adam
1
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41.06
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr0001_1941.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.83
78
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34
31.41
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1499
1,000
224
224
3
10
adam
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40.56
40.58
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr00001_9930.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.53
75
8.15
34
31.45
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2728
1,000
224
224
3
10
adam
1
32
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40.58
40.62
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr001_2315.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.8
84
8.52
35
31.67
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1016
1,000
224
224
3
10
adam
1
32
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40.11
40.14
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr0001_2180.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.74
84
7.91
35
31.89
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1152
1,000
224
224
3
10
adam
1
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40.24
40.28
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr00001_2450.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.94
84
8.72
35
32.13
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2044
1,000
224
224
3
10
adam
1
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41.51
41.53
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr001_1069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
3.97
93
11.87
36
32.34
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_8959
1,000
224
224
3
10
adam
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40.78
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr0001_2825.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
4.13
95
11.55
37
32.76
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2561
1,000
224
224
3
10
adam
1
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41.51
41.53
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr00001_1927.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
4.2
98
12.95
36
32.99
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3041
1,000
224
224
3
10
adam
2
1
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68.4
136.84
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr001_2500.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.13
57
17.31
34
31.7
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_3100
1,000
224
224
3
10
adam
2
1
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65.39
130.82
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr0001_9299.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.23
71
18.48
31
30.89
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2411
1,000
224
224
3
10
adam
2
1
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66.78
133.6
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr00001_1619.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.2
71
17.94
31
30.72
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1523
1,000
224
224
3
10
adam
2
2
0.01
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41.82
83.67
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr001_6544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.65
68
16.71
31
30.57
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2120
1,000
224
224
3
10
adam
2
2
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42.44
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model-npz/MobileNetV2_optadam_s1000_e2_b2_lr0001_1740.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.53
64
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31
30.68
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1252
1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e2_b2_lr00001_1310.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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2.56
47
16.41
31
30.66
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_4850
1,000
224
224
3
10
adam
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30.24
60.51
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr001_3154.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3
72
13.24
33
31.35
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_3379
1,000
224
224
3
10
adam
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30.54
61.1
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr0001_1918.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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3.04
72
13.33
33
31.81
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1,000
224
224
3
10
adam
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model-npz/MobileNetV2_optadam_s1000_e2_b4_lr00001_1340.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.16
66
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34
32.19
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2815
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224
3
10
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24.48
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model-npz/MobileNetV2_optadam_s1000_e2_b8_lr001_1463.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
3.6
73
12.31
34
32.28
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_7626
1,000
224
224
3
10
adam
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24.63
49.3
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr0001_2959.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.65
65
12.09
34
32.32
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1949
1,000
224
224
3
10
adam
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23.75
47.53
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr00001_2731.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
3.59
64
12.1
34
32.32
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1775
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224
224
3
10
adam
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22.78
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model-npz/MobileNetV2_optadam_s1000_e2_b16_lr001_2415.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.43
81
12.95
35
32.47
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2071
1,000
224
224
3
10
adam
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16
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22.68
45.41
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr0001_2937.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.45
80
13.71
35
32.48
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3074
1,000
224
224
3
10
adam
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16
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22.58
45.2
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr00001_2375.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.49
73
13.63
35
32.63
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2588
1,000
224
224
3
10
adam
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32
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22.04
44.11
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr001_2401.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
4.7
87
13.34
36
32.62
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_2332
1,000
224
224
3
10
adam
2
32
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22.05
44.14
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr0001_1142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.43
80
11.69
36
32.63
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_6367
1,000
224
224
3
10
adam
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32
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21.51
43.04
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr00001_1308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.76
83
12.43
36
32.73
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2103
1,000
224
224
3
10
adam
2
64
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22.01
44.06
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr001_2010.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
5.9
92
15.73
37
33.33
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2640
1,000
224
224
3
10
adam
2
64
0.001
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22.11
44.25
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr0001_1531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
5.5
96
14.75
37
33.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1300
1,000
224
224
3
10
adam
2
64
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22.21
44.45
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr00001_3158.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
6
91
16.76
38
33.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2851
1,000
224
224
3
10
adam
5
1
0.01
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56.44
282.26
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr001_1418.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.59
70
21.76
35
31.62
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_2264
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.05
55.18
275.95
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr0001_2469.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.63
62
22.25
31
30.89
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1387
1,000
224
224
3
10
adam
5
1
0.0001
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12.2
0.05
56.25
281.3
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr00001_3104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.57
70
21.75
31
30.86
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_1395
1,000
224
224
3
10
adam
5
2
0.01
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12.2
0.06
32.19
161.01
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr001_1832.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.45
62
22.27
32
30.77
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1141
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.06
31.46
157.34
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr0001_1227.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.47
69
22.53
32
31.01
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1417
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.06
31.61
158.11
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr00001_2112.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.49
66
22.41
32
31.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3024
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.08
19.54
97.74
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr001_3092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.76
60
20.39
34
32.17
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_2489
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.08
19.73
98.73
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr0001_3687.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.64
63
20.16
35
33.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_7944
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.08
19.66
98.35
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr00001_2394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.69
63
20.34
35
33.44