Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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61.89
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr001_2436.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
2.91
100
7.47
41
37.45
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2983
1,000
224
224
3
10
adam
1
64
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61.25
61.27
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr0001_1518.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
3.95
100
10.08
41
37.33
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1849
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
3.81
60.98
61.01
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr00001_2549.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
3.6
100
9.1
41
37.46
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2092
1,000
224
224
3
10
adam
2
1
0.01
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12.2
0.09
93.88
187.79
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr001_1516.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.42
31
18.14
39
37.09
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_7660
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.09
93.22
186.48
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr0001_6426.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.44
31
18.29
38
36.98
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1592
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.09
92.36
184.75
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr00001_2695.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.49
31
18.56
38
37.05
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1919
1,000
224
224
3
10
adam
2
2
0.01
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59.99
120.03
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr001_1337.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.48
41
18.29
40
37.51
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1611
1,000
224
224
3
10
adam
2
2
0.001
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12.2
0.12
59.57
119.18
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr0001_2798.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.48
40
17.95
40
38.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1141
1,000
224
224
3
10
adam
2
2
0.0001
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12.2
0.12
60.48
121
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr00001_1484.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.4
41
18.17
40
38.79
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1478
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.18
45.55
91.13
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr001_2813.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.32
62
16.91
41
38.94
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1926
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.18
45.71
91.46
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr0001_3035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.41
56
17.19
41
39.12
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1283
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.18
45.31
90.65
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr00001_2512.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.36
55
17.1
42
39.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1838
1,000
224
224
3
10
adam
2
8
0.01
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0.31
39.17
78.37
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr001_1291.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
5.23
69
16.29
42
39.14
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2811
1,000
224
224
3
10
adam
2
8
0.001
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0.3
38.16
76.35
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr0001_4354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
5.36
69
16.65
42
39.08
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2581
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.3
38.11
76.26
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr00001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
5.37
70
16.73
42
39.21
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2413
1,000
224
224
3
10
adam
2
16
0.01
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12.2
0.56
35.61
71.25
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr001_1617.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
6.16
87
16.29
42
38.95
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2115
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.56
35.49
71.01
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr0001_2181.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
5.81
87
15.38
42
38.81
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_7800
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.56
35.56
71.15
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr00001_2168.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
6.05
89
15.9
43
39.05
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1831
1,000
224
224
3
10
adam
2
32
0.01
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12.2
1.07
34.39
68.82
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr001_2265.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
6.38
99
15.99
43
39.17
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_3217
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
1.07
34.3
68.64
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr0001_1528.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
6.01
100
15.25
43
39.14
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2947
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
1.07
34.35
68.72
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr00001_2341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
6.17
99
15.49
44
39.2
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1753
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
2.1
33.64
67.31
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr001_2200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
6.24
100
15.18
44
39.31
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_4729
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
2.11
33.77
67.58
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr0001_1874.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.43
100
15.73
44
39.42
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2516
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
2.1
33.65
67.32
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr00001_2283.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.49
100
15.67
44
39.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_5961
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.12
29.37
146.9
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr0001_2018.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.1
56
27.68
43
39.37
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1010
1,000
224
224
3
10
adam
5
4
0.0001
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12.2
0.11
28.8
144.03
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr00001_1582.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.24
58
28.22
44
41.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1931
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.17
21.91
109.59
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr001_2653.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
9.61
72
29.48
45
41.77
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_5872
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.17
22.02
110.14
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr0001_1101.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.68
72
29.87
46
42.36
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2206
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.17
21.68
108.44
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr00001_1267.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.88
70
30.6
47
42.86
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2328
1,000
224
224
3
10
adam
5
16
0.01
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12.2
0.3
19.24
96.22
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr001_1698.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
11.5
88
30.54
47
42.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_8992
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.3
19.11
95.57
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr0001_1737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
11.38
87
30.16
48
43.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_5326
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.07
76.86
384.35
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr001_2843.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
3.01
33
22.7
36
34.01
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3277
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.07
75.27
376.41
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr0001_1563.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
3.14
34
23.49
33
32.76
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_9907
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.07
75.53
377.73
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr00001_6939.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
3.11
31
23.15
33
32.67
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2465
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.09
43.82
219.16
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr001_3173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
4.89
40
25.23
36
33.93
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2663
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.09
44.98
224.92
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr0001_1206.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
4.73
41
25.33
36
34.16
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1334
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.09
43.83
219.21
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr00001_8530.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
4.9
46
25.43
37
34.92
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1278
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.11
28.56
142.85
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr001_7881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
7.23
55
28.19
38
35.57
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2406
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.3
19.17
95.88
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr00001_8870.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
11.44
88
30.46
42
36.44
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_1461
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.56
17.84
89.23
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr001_2800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.4
98
30.66
42
37.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2779
1,000
224
224
3
10
adam
5
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model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr0001_1698.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
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98
30.34
43
37.75
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1886
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224
224
3
10
adam
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32
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89.7
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr00001_1945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.07
99
30.45
43
38.06
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_2297
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224
224
3
10
adam
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64
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86.78
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr001_2098.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
12.59
100
29.72
43
37.98
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1702
1,000
224
224
3
10
adam
5
64
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17.46
87.36
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr0001_7761.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
12.81
100
30.72
44
38.07
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1505
1,000
224
224
3
10
adam
5
64
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86.1
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr00001_1777.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
13.16
100
30.96
44
38.17
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1189
1,000
224
224
3
10
adam
10
4
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23.64
236.45
model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr00001_1989.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
8.99
55
35.28
40
35.91
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_3002
1,000
224
224
3
10
adam
10
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16.49
164.93
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr001_4261.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
13.45
73
41.54
43
38.37
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_7686
1,000
224
224
3
10
adam
10
8
0.001
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16.35
163.59
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr0001_2712.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
13.37
71
41.11
43
39.58
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_3008
1,000
224
224
3
10
adam
10
8
0.0001
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16.26
162.65
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr00001_2773.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
13.44
70
41.51
44
40.15
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1026
1,000
224
224
3
10
adam
10
16
0.01
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13.63
136.32
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr001_2279.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
16.27
87
43.52
45
40.6
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1815
1,000
224
224
3
10
adam
10
16
0.001
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0.21
13.53
135.41
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr0001_1427.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
16.72
89
44.35
47
41.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2348
1,000
224
224
3
10
adam
10
16
0.0001
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0.21
13.63
136.34
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr00001_1989.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
16.24
88
43.25
47
41.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_2464
1,000
224
224
3
10
adam
10
32
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12.23
122.33
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr001_1092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
18.51
100
46.03
48
41.94
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2580
1,000
224
224
3
10
adam
10
32
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0.39
12.41
124.19
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr0001_2890.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
18.05
99
44.94
49
42.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3737
1,000
224
224
3
10
adam
10
32
0.0001
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12.2
0.38
12.26
122.63
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr00001_2811.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
18.5
100
46.11
49
42.89
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_3102
1,000
224
224
3
10
adam
10
64
0.01
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12.2
0.74
11.83
118.37
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr001_1200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.7
100
45.26
49
42.93
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_2596
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.74
11.84
118.42
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr0001_2624.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.29
100
45.53
49
42.72
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2957
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.74
11.86
118.66
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr00001_1312.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.77
100
46.34
50
43.16
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_8958
1
224
224
3
10
sgd
1
1
0.01
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12.2
35.59
35.61
35.63
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr001_1646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
7
0.09
46
42
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_1783
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
33.17
33.2
33.22
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr0001_2005.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
1
0.01
39
37.26
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_2736
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
33.85
33.88
33.9
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr00001_6069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
7
0.09
36
34.78
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_2575
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
16.6
16.61
33.26
model-npz/EfficientNetB0_optsgd_s1_e2_b1_lr001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.04
7
0.15
34
33.47
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1161
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
17.2
17.21
34.45
model-npz/EfficientNetB0_optsgd_s1_e2_b1_lr0001_1619.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.04
7
0.16
33
32.57