Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b2_lr0001_2527
1,000
240
240
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.1
49.35
246.78
model-npz/EfficientNetB1_optsgd_s1000_e5_b2_lr00001_2520.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
6.27
46
30.62
32
30.48
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b4_lr01_1143
1,000
240
240
3
10
sgd
5
4
0.01
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32.61
163.12
model-npz/EfficientNetB1_optsgd_s1000_e5_b4_lr001_2964.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
9.85
61
36.24
34
31.01
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b4_lr001_1764
1,000
240
240
3
10
sgd
5
4
0.001
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12.2
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32.1
160.56
model-npz/EfficientNetB1_optsgd_s1000_e5_b4_lr0001_9706.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
10.09
61
37.44
34
31.98
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b4_lr0001_2153
1,000
240
240
3
10
sgd
5
4
0.0001
2.15.1
12.2
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31.91
159.61
model-npz/EfficientNetB1_optsgd_s1000_e5_b4_lr00001_6450.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
10.13
66
37.25
34
31.89
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b8_lr01_1723
1,000
240
240
3
10
sgd
5
8
0.01
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23.05
115.31
model-npz/EfficientNetB1_optsgd_s1000_e5_b8_lr001_3254.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
14.78
85
43.68
37
32.51
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b8_lr001_3245
1,000
240
240
3
10
sgd
5
8
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23.26
116.33
model-npz/EfficientNetB1_optsgd_s1000_e5_b8_lr0001_1966.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
14.49
83
42.96
37
33.65
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b8_lr0001_1435
1,000
240
240
3
10
sgd
5
8
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23.36
116.86
model-npz/EfficientNetB1_optsgd_s1000_e5_b8_lr00001_1613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
14.48
84
42.61
37
33.5
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b16_lr01_2175
1,000
240
240
3
10
sgd
5
16
0.01
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20.36
101.86
model-npz/EfficientNetB1_optsgd_s1000_e5_b16_lr001_3099.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
17.34
95
45.26
39
33.71
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b16_lr001_2404
1,000
240
240
3
10
sgd
5
16
0.001
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12.2
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20.49
102.47
model-npz/EfficientNetB1_optsgd_s1000_e5_b16_lr0001_2831.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
17.56
95
45.45
39
34.25
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b16_lr0001_9564
1,000
240
240
3
10
sgd
5
16
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12.2
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20.59
102.98
model-npz/EfficientNetB1_optsgd_s1000_e5_b16_lr00001_1744.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
17.11
95
44.75
39
34.29
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b32_lr01_2701
1,000
240
240
3
10
sgd
5
32
0.01
2.15.1
12.2
0.6
19.25
96.33
model-npz/EfficientNetB1_optsgd_s1000_e5_b32_lr001_2677.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
17.96
100
44.66
39
34.41
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b32_lr001_1256
1,000
240
240
3
10
sgd
5
32
0.001
2.15.1
12.2
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19.21
96.1
model-npz/EfficientNetB1_optsgd_s1000_e5_b32_lr0001_1329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
18.45
100
45.3
40
34.71
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b32_lr0001_9742
1,000
240
240
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.6
19.33
96.67
model-npz/EfficientNetB1_optsgd_s1000_e5_b32_lr00001_2696.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
18.68
100
45
39
34.67
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b64_lr01_1772
1,000
240
240
3
10
sgd
5
64
0.01
2.15.1
12.2
1.19
19.11
95.58
model-npz/EfficientNetB1_optsgd_s1000_e5_b64_lr001_3373.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
19.44
100
45.37
40
35.04
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b64_lr001_2152
1,000
240
240
3
10
sgd
5
64
0.001
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12.2
1.17
18.76
93.85
model-npz/EfficientNetB1_optsgd_s1000_e5_b64_lr0001_1048.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
19.83
100
45.4
40
35.04
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e5_b64_lr0001_2508
1,000
240
240
3
10
sgd
5
64
0.0001
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18.94
94.72
model-npz/EfficientNetB1_optsgd_s1000_e5_b64_lr00001_7642.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
19.6
100
44.79
40
35.19
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b16_lr0001_7645
1,000
240
240
3
10
sgd
10
16
0.0001
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12.2
0.25
16.01
160.14
model-npz/EfficientNetB1_optsgd_s1000_e10_b16_lr00001_9842.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
22.95
96
59.7
40
32.52
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b32_lr01_1563
1,000
240
240
3
10
sgd
10
32
0.01
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12.2
0.46
14.77
147.76
model-npz/EfficientNetB1_optsgd_s1000_e10_b32_lr001_2127.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
25.39
100
62.11
43
37.48
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b32_lr001_5572
1,000
240
240
3
10
sgd
10
32
0.001
2.15.1
12.2
0.46
14.88
148.84
model-npz/EfficientNetB1_optsgd_s1000_e10_b32_lr0001_3044.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
25.35
100
61.65
44
38.55
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b32_lr0001_2548
1,000
240
240
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.46
14.89
149
model-npz/EfficientNetB1_optsgd_s1000_e10_b32_lr00001_2986.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
24.7
100
60.49
44
38.7
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b64_lr01_2605
1,000
240
240
3
10
sgd
10
64
0.01
2.15.1
12.2
0.9
14.41
144.16
model-npz/EfficientNetB1_optsgd_s1000_e10_b64_lr001_1881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
27
100
62.21
44
38.99
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b64_lr001_2876
1,000
240
240
3
10
sgd
10
64
0.001
2.15.1
12.2
0.9
14.48
144.83
model-npz/EfficientNetB1_optsgd_s1000_e10_b64_lr0001_1624.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
27.15
100
62.46
45
39.22
EfficientNetB1_architecture_optsgd_s1000_ipd240x240x3_opd10_e10_b64_lr0001_1680
1,000
240
240
3
10
sgd
10
64
0.0001
2.15.1
12.2
0.9
14.42
144.25
model-npz/EfficientNetB1_optsgd_s1000_e10_b64_lr00001_2100.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
26.94
100
62.08
45
39.5
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e1_b1_lr01_1832
1
299
299
3
10
adam
1
1
0.01
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12.2
50.28
50.3
50.34
model-npz/InceptionV3_optadam_s1_e1_b1_lr001_8765.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.52
74
2.56
29
27.91
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e1_b1_lr001_1919
1
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
47.18
47.2
47.22
model-npz/InceptionV3_optadam_s1_e1_b1_lr0001_2580.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.89
76
3.81
30
29.12
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e1_b1_lr0001_1638
1
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
47.04
47.06
47.08
model-npz/InceptionV3_optadam_s1_e1_b1_lr00001_1599.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.74
79
3.35
31
29.56
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e2_b1_lr01_3160
1
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
23.92
23.93
47.9
model-npz/InceptionV3_optadam_s1_e2_b1_lr001_4182.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.59
74
2.9
31
29.96
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e2_b1_lr001_3061
1
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
24.44
24.45
48.95
model-npz/InceptionV3_optadam_s1_e2_b1_lr0001_2084.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.69
75
3.38
31
29.95
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e2_b1_lr0001_5321
1
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
23.8
23.82
47.67
model-npz/InceptionV3_optadam_s1_e2_b1_lr00001_5659.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.89
81
3.56
31
29.92
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e5_b1_lr01_3213
1
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
9.58
9.59
47.98
model-npz/InceptionV3_optadam_s1_e5_b1_lr001_3249.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.83
81
3.38
31
29.87
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e5_b1_lr001_2211
1
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
9.58
9.59
47.97
model-npz/InceptionV3_optadam_s1_e5_b1_lr0001_2087.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.77
75
3.23
31
30.03
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e5_b1_lr0001_2374
1
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
9.57
9.58
47.96
model-npz/InceptionV3_optadam_s1_e5_b1_lr00001_6091.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.56
73
2.85
31
30.02
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e10_b1_lr01_2886
1
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
4.89
4.9
49.01
model-npz/InceptionV3_optadam_s1_e10_b1_lr001_2876.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.16
77
4.85
31
30.03
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e10_b1_lr001_2570
1
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
4.8
4.81
48.19
model-npz/InceptionV3_optadam_s1_e10_b1_lr0001_3875.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.88
75
4.11
31
30
InceptionV3_architecture_optadam_s1_ipd299x299x3_opd10_e10_b1_lr0001_2057
1
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
4.88
4.89
48.98
model-npz/InceptionV3_optadam_s1_e10_b1_lr00001_1537.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.95
76
4.22
31
30.03
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b1_lr01_3339
10
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
4.88
48.87
48.9
model-npz/InceptionV3_optadam_s10_e1_b1_lr001_2225.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.7
80
3.26
31
30.02
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b1_lr001_3294
10
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
4.82
48.22
48.25
model-npz/InceptionV3_optadam_s10_e1_b1_lr0001_6527.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.03
74
4.37
31
30.01
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b1_lr0001_2266
10
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
4.95
49.56
49.59
model-npz/InceptionV3_optadam_s10_e1_b1_lr00001_2387.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.68
72
3.1
31
30.05
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b2_lr01_3365
10
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
9.74
48.74
48.76
model-npz/InceptionV3_optadam_s10_e1_b2_lr001_2951.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.83
74
4.25
32
30.05
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b2_lr001_1043
10
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
9.55
47.77
47.79
model-npz/InceptionV3_optadam_s10_e1_b2_lr0001_1954.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.91
80
4.16
31
30.07
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b2_lr0001_2983
10
299
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10
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2
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12.2
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49.01
model-npz/InceptionV3_optadam_s10_e1_b2_lr00001_9223.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.82
79
3.87
31
30.08
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b4_lr01_2087
10
299
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3
10
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52.43
model-npz/InceptionV3_optadam_s10_e1_b4_lr001_7267.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.45
82
6.76
33
30.41
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b4_lr001_5654
10
299
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3
10
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52.01
model-npz/InceptionV3_optadam_s10_e1_b4_lr0001_1254.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.47
79
7.42
34
31.05
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b4_lr0001_1745
10
299
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3
10
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52.14
model-npz/InceptionV3_optadam_s10_e1_b4_lr00001_2272.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.66
85
8.48
34
31.04
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b8_lr01_4653
10
299
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3
10
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model-npz/InceptionV3_optadam_s10_e1_b8_lr001_1934.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.94
93
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34
31.31
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b8_lr001_2212
10
299
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3
10
adam
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model-npz/InceptionV3_optadam_s10_e1_b8_lr0001_2677.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.89
88
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34
31.53
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e1_b8_lr0001_1140
10
299
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3
10
adam
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model-npz/InceptionV3_optadam_s10_e1_b8_lr00001_3445.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.78
80
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34
31.47
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b1_lr01_1081
10
299
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3
10
adam
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1
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model-npz/InceptionV3_optadam_s10_e2_b1_lr001_1138.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.66
72
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32
31.22
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b1_lr001_1486
10
299
299
3
10
adam
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1
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model-npz/InceptionV3_optadam_s10_e2_b1_lr0001_2268.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.83
74
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32
30.94
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b1_lr0001_3331
10
299
299
3
10
adam
2
1
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24.77
49.57
model-npz/InceptionV3_optadam_s10_e2_b1_lr00001_2310.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.02
75
4.54
32
30.52
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b2_lr01_1888
10
299
299
3
10
adam
2
2
0.01
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23.99
48.01
model-npz/InceptionV3_optadam_s10_e2_b2_lr001_3009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.75
76
3.63
32
30.56
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b2_lr001_1647
10
299
299
3
10
adam
2
2
0.001
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24.32
48.68
model-npz/InceptionV3_optadam_s10_e2_b2_lr0001_1902.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.95
79
4.83
32
30.21
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b2_lr0001_2876
10
299
299
3
10
adam
2
2
0.0001
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4.84
24.21
48.46
model-npz/InceptionV3_optadam_s10_e2_b2_lr00001_2607.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.95
75
4.63
32
30.2
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr01_2383
10
299
299
3
10
adam
2
4
0.01
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8.65
25.97
51.99
model-npz/InceptionV3_optadam_s10_e2_b4_lr001_2418.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.62
86
8.21
33
30.37
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr001_4773
10
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
8.55
25.66
51.36
model-npz/InceptionV3_optadam_s10_e2_b4_lr0001_1924.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.73
90
8.44
34
30.9
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr0001_3014
10
299
299
3
10
adam
2
4
0.0001
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12.2
8.59
25.79
51.62
model-npz/InceptionV3_optadam_s10_e2_b4_lr00001_3174.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.51
81
6.68
33
31.03
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr01_2251
10
299
299
3
10
adam
2
8
0.01
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13.18
26.38
52.8
model-npz/InceptionV3_optadam_s10_e2_b8_lr001_2563.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.06
91
9.75
34
31.08
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr001_1523
10
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
13
26.03
52.1
model-npz/InceptionV3_optadam_s10_e2_b8_lr0001_1981.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.64
79
8.54
34
31.3
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr0001_1967
10
299
299
3
10
adam
2
8
0.0001
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12.2
13.02
26.06
52.17
model-npz/InceptionV3_optadam_s10_e2_b8_lr00001_1263.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.91
81
9.3
34
31.34
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr01_1833
10
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
1.03
10.37
51.88
model-npz/InceptionV3_optadam_s10_e5_b1_lr001_2809.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.54
82
6.86
32
31.07
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr001_1263
10
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
1.01
10.18
50.96
model-npz/InceptionV3_optadam_s10_e5_b1_lr0001_2351.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.3
79
5.9
32
30.56
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr0001_2770
10
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
1.01
10.18
50.95
model-npz/InceptionV3_optadam_s10_e5_b1_lr00001_1927.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.2
81
5.69
32
30.15
InceptionV3_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr01_2370
10
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
2.01
10.05
50.27
model-npz/InceptionV3_optadam_s10_e5_b2_lr001_1954.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.12
76
5.42
32
30.17