Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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33
30.01
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_3147
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224
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3
10
adam
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165.52
165.57
model-npz/DenseNet121_optadam_s1000_e1_b1_lr00001_2674.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.44
57
12.75
31
29.14
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1994
1,000
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224
3
10
adam
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0.01
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118.03
118.07
model-npz/DenseNet121_optadam_s1000_e1_b2_lr001_2422.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.71
58
11.4
31
29.2
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1747
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224
3
10
adam
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116.77
116.8
model-npz/DenseNet121_optadam_s1000_e1_b2_lr0001_1029.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.71
56
11.73
33
30.15
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1726
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3
10
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114.97
model-npz/DenseNet121_optadam_s1000_e1_b2_lr00001_1758.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.79
58
11.43
32
29.88
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3383
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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20
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33
31.29
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_3085
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
18
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33
30.88
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2773
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
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34
31.16
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_9507
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
28
2.71
62
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36
32.55
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1512
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.69
64
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36
33.54
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2709
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.71
60
8.01
37
33.31
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2357
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.56
85
11.38
40
33.54
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_7193
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224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e1_b16_lr0001_1305.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
4.35
81
10.96
40
34.16
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2560
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224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e1_b16_lr00001_1717.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
4.17
76
10.82
42
34.37
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1329
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
4.81
85
11.33
43
35.08
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2373
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224
3
10
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model-npz/DenseNet121_optadam_s1000_e1_b32_lr0001_1594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
44
4.75
84
11.25
42
35.14
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2020
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
5.12
86
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42
34.55
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1813
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
7.56
95
16.09
47
35.72
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_4605
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
7.69
96
15.95
48
36.84
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1775
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224
3
10
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85.46
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
63
8.48
96
18.41
48
37.58
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2098
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224
224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e2_b1_lr001_1654.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.68
56
16.17
40
31.99
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2628
1,000
224
224
3
10
adam
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126.81
253.66
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.71
58
16.08
35
30.63
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3598
1,000
224
224
3
10
adam
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1
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128.23
256.51
model-npz/DenseNet121_optadam_s1000_e2_b1_lr00001_1114.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.74
57
15.91
32
30.16
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_3289
1,000
224
224
3
10
adam
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82.52
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model-npz/DenseNet121_optadam_s1000_e2_b2_lr001_2409.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.01
60
15.11
32
29.78
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1544
1,000
224
224
3
10
adam
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2
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84.09
168.26
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.08
58
15.14
32
31.01
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1490
1,000
224
224
3
10
adam
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82.25
164.54
model-npz/DenseNet121_optadam_s1000_e2_b2_lr00001_2572.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.17
58
14.6
33
31.79
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_3718
1,000
224
224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e2_b4_lr001_1891.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.91
62
12.29
35
32.13
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1838
1,000
224
224
3
10
adam
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4
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model-npz/DenseNet121_optadam_s1000_e2_b4_lr0001_1252.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.82
61
13.53
34
31.17
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2673
1,000
224
224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e2_b4_lr00001_3308.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.95
59
13.37
33
31.35
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1520
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224
224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e2_b8_lr001_3122.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
3.94
62
11.17
37
32.35
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1451
1,000
224
224
3
10
adam
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47.17
94.37
model-npz/DenseNet121_optadam_s1000_e2_b8_lr0001_1381.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4
60
11.27
38
32.85
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_3308
1,000
224
224
3
10
adam
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model-npz/DenseNet121_optadam_s1000_e2_b8_lr00001_2453.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
4.32
67
12.4
38
33.15
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2192
1,000
224
224
3
10
adam
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16
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model-npz/DenseNet121_optadam_s1000_e2_b16_lr001_1787.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
5.69
82
13.49
41
33.66
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3360
1,000
224
224
3
10
adam
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16
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44.46
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model-npz/DenseNet121_optadam_s1000_e2_b16_lr0001_9488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.72
86
14.32
41
34.04
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1789
1,000
224
224
3
10
adam
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16
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44.74
89.52
model-npz/DenseNet121_optadam_s1000_e2_b16_lr00001_5079.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
5.61
84
13.72
42
34.33
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1547
1,000
224
224
3
10
adam
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32
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43.53
87.1
model-npz/DenseNet121_optadam_s1000_e2_b32_lr001_1797.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
6.18
84
13.53
46
35.39
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_2459
1,000
224
224
3
10
adam
2
32
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12.2
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42.93
85.9
model-npz/DenseNet121_optadam_s1000_e2_b32_lr0001_3363.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
6.76
85
14.88
44
35.35
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1307
1,000
224
224
3
10
adam
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32
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42.75
85.55
model-npz/DenseNet121_optadam_s1000_e2_b32_lr00001_2549.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
7.22
86
16.04
45
35.19
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_5690
1,000
224
224
3
10
adam
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64
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45.21
90.45
model-npz/DenseNet121_optadam_s1000_e2_b64_lr001_1532.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
8.76
92
17.41
48
36.62
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1963
1,000
224
224
3
10
adam
2
64
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44.62
89.29
model-npz/DenseNet121_optadam_s1000_e2_b64_lr0001_2342.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
9.72
95
18.94
48
37.82
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2394
1,000
224
224
3
10
adam
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64
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45.11
90.26
model-npz/DenseNet121_optadam_s1000_e2_b64_lr00001_2108.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
8.91
96
18.35
49
38.6
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_1797
1,000
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3
10
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model-npz/DenseNet121_optadam_s1000_e5_b1_lr001_1955.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.87
59
18.46
41
30.24
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_7067
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224
3
10
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model-npz/DenseNet121_optadam_s1000_e5_b1_lr0001_5590.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.88
55
18.61
31
29.05
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_3342
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224
224
3
10
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model-npz/DenseNet121_optadam_s1000_e5_b1_lr00001_7532.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.93
58
18.76
31
29
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_1195
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224
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10
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302.71
model-npz/DenseNet121_optadam_s1000_e5_b2_lr001_7097.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.61
59
18.77
35
32.03
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1633
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224
3
10
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model-npz/DenseNet121_optadam_s1000_e5_b2_lr0001_1619.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.45
56
19.42
34
30.91
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_3213
1,000
224
224
3
10
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model-npz/DenseNet121_optadam_s1000_e5_b2_lr00001_6702.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.5
57
19.6
33
30.91
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_2299
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224
3
10
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model-npz/DenseNet121_optadam_s1000_e5_b4_lr001_1041.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.27
57
18.16
37
33.66
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_3006
1,000
224
224
3
10
adam
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4
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37.74
188.76
model-npz/DenseNet121_optadam_s1000_e5_b4_lr0001_5335.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.1
59
18.96
35
33.05
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3172
1,000
224
224
3
10
adam
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4
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38.17
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model-npz/DenseNet121_optadam_s1000_e5_b4_lr00001_1711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
4.02
62
18.6
36
32.75
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_3030
1,000
224
224
3
10
adam
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8
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26.14
130.78
model-npz/DenseNet121_optadam_s1000_e5_b8_lr001_2458.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
6.46
63
18.01
41
34.81
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_3142
1,000
224
224
3
10
adam
5
8
0.001
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24.85
124.3
model-npz/DenseNet121_optadam_s1000_e5_b8_lr0001_3319.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
6.8
67
18.61
42
35.48
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_6638
1,000
224
224
3
10
adam
5
8
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26.67
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model-npz/DenseNet121_optadam_s1000_e5_b8_lr00001_3028.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
6.33
59
17.67
42
36.07
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1051
1,000
224
224
3
10
adam
5
16
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model-npz/DenseNet121_optadam_s1000_e5_b16_lr001_1017.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
8.97
85
20.29
43
36.45
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2615
1,000
224
224
3
10
adam
5
16
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22.59
113
model-npz/DenseNet121_optadam_s1000_e5_b16_lr0001_2220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.7
85
19.2
44
36.3
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1612
1,000
224
224
3
10
adam
5
16
0.0001
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12.2
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21.92
109.64
model-npz/DenseNet121_optadam_s1000_e5_b16_lr00001_8607.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
8.95
85
20
46
37.22
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2862
1,000
224
224
3
10
adam
5
32
0.01
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12.2
0.62
19.93
99.7
model-npz/DenseNet121_optadam_s1000_e5_b32_lr001_2651.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
10.97
89
21.46
50
38.62
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2768
1,000
224
224
3
10
adam
5
32
0.001
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12.2
0.62
19.94
99.78
model-npz/DenseNet121_optadam_s1000_e5_b32_lr0001_3156.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
10.76
85
21.24
48
39.22
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2520
1,000
224
224
3
10
adam
5
32
0.0001
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0.63
20.14
100.75
model-npz/DenseNet121_optadam_s1000_e5_b32_lr00001_1417.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
10.53
83
20.93
50
38.54
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_7688
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
1.24
19.88
99.47
model-npz/DenseNet121_optadam_s1000_e5_b64_lr001_9018.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
13.73
96
24.86
53
40.04
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_5091
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
1.25
20.02
100.13
model-npz/DenseNet121_optadam_s1000_e5_b64_lr0001_3060.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
13.65
96
25.19
54
40.83
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2117
1,000
224
224
3
10
adam
5
64
0.0001
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12.2
1.25
20.04
100.25
model-npz/DenseNet121_optadam_s1000_e5_b64_lr00001_1170.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
13.46
95
24.9
53
41.49
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_2884
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
42.42
42.45
42.48
model-npz/DenseNet121_optsgd_s1_e1_b1_lr001_5553.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
2.58
90
21.33
33
30.51