Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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5,120
80
32
hbm2
1,130
640
56
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85
17.53
44
36.6
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_1295
100
224
224
3
10
sgd
10
32
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12.2
1.3
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52.12
model-npz/DenseNet121_optsgd_s100_e10_b32_lr0001_2929.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
7.73
83
17.31
45
37.03
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1482
100
224
224
3
10
sgd
10
32
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12.2
1.31
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52.73
model-npz/DenseNet121_optsgd_s100_e10_b32_lr00001_6037.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
6.72
81
16.46
44
36.97
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2670
100
224
224
3
10
sgd
10
64
0.01
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12.2
2.82
5.66
56.66
model-npz/DenseNet121_optsgd_s100_e10_b64_lr001_9594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
11.05
95
24
49
38.9
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_6317
100
224
224
3
10
sgd
10
64
0.001
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12.2
2.83
5.67
56.77
model-npz/DenseNet121_optsgd_s100_e10_b64_lr0001_3355.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
9.76
98
20.83
50
40.64
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2293
100
224
224
3
10
sgd
10
64
0.0001
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12.2
2.77
5.56
55.63
model-npz/DenseNet121_optsgd_s100_e10_b64_lr00001_1171.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
10.89
98
23.55
51
41.16
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_1633
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224
224
3
10
sgd
1
1
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122.73
122.76
model-npz/DenseNet121_optsgd_s1000_e1_b1_lr001_2905.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.81
58
14.8
42
34.87
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1071
1,000
224
224
3
10
sgd
1
1
0.001
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123.22
123.27
model-npz/DenseNet121_optsgd_s1000_e1_b1_lr0001_1800.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.72
56
14.4
33
31.02
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2022
1,000
224
224
3
10
sgd
1
1
0.0001
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12.2
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124.39
124.42
model-npz/DenseNet121_optsgd_s1000_e1_b1_lr00001_1711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.77
57
14.48
32
30.3
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_4551
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.16
82.37
82.4
model-npz/DenseNet121_optsgd_s1000_e1_b2_lr001_2744.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.12
62
14.25
33
30.55
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2849
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.16
82.21
82.24
model-npz/DenseNet121_optsgd_s1000_e1_b2_lr0001_2061.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.11
59
14.19
33
30.73
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2990
1,000
224
224
3
10
sgd
1
2
0.0001
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12.2
0.16
82.95
83
model-npz/DenseNet121_optsgd_s1000_e1_b2_lr00001_7739.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.12
58
13.37
33
31.25
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1275
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.24
60.7
60.73
model-npz/DenseNet121_optsgd_s1000_e1_b4_lr001_4353.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.93
62
11.42
35
32.59
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1493
1,000
224
224
3
10
sgd
1
4
0.001
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12.2
0.25
62.63
62.67
model-npz/DenseNet121_optsgd_s1000_e1_b4_lr0001_5040.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
2.81
58
11.84
36
33.15
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_7970
1,000
224
224
3
10
sgd
1
4
0.0001
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12.2
0.24
61.57
61.6
model-npz/DenseNet121_optsgd_s1000_e1_b4_lr00001_2686.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
3.07
61
12.81
35
32.63
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_2926
1,000
224
224
3
10
sgd
1
8
0.01
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51.79
51.82
model-npz/DenseNet121_optsgd_s1000_e1_b8_lr001_2546.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
4.08
68
11.19
38
33.94
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_1374
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.41
52.12
52.16
model-npz/DenseNet121_optsgd_s1000_e1_b8_lr0001_2195.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
3.93
58
11.13
38
34.12
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1005
1,000
224
224
3
10
sgd
1
8
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51.92
51.95
model-npz/DenseNet121_optsgd_s1000_e1_b8_lr00001_2007.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
4.03
61
11.09
38
34.39
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2089
1,000
224
224
3
10
sgd
1
16
0.01
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12.2
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52.84
52.88
model-npz/DenseNet121_optsgd_s1000_e1_b16_lr001_1069.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
6.84
84
17.16
43
35.16
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1521
1,000
224
224
3
10
sgd
1
16
0.001
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12.2
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52.73
52.76
model-npz/DenseNet121_optsgd_s1000_e1_b16_lr0001_8289.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.78
75
15.12
44
35.98
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2630
1,000
224
224
3
10
sgd
1
16
0.0001
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12.2
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53.17
53.21
model-npz/DenseNet121_optsgd_s1000_e1_b16_lr00001_6032.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.01
85
15.31
43
36.16
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2830
1,000
224
224
3
10
sgd
1
32
0.01
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12.2
1.62
52.01
52.04
model-npz/DenseNet121_optsgd_s1000_e1_b32_lr001_1491.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
7.47
85
17.15
44
37.54
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_3261
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
1.61
51.78
51.82
model-npz/DenseNet121_optsgd_s1000_e1_b32_lr0001_1373.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
7.41
85
17.3
45
37.8
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2633
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
1.62
52.09
52.15
model-npz/DenseNet121_optsgd_s1000_e1_b32_lr00001_4931.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
7.72
86
17.62
45
37.67
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_1904
1,000
224
224
3
10
sgd
1
64
0.01
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12.2
3.51
56.28
56.33
model-npz/DenseNet121_optsgd_s1000_e1_b64_lr001_2106.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
11.16
97
25.03
51
40.08
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1808
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
3.54
56.65
56.68
model-npz/DenseNet121_optsgd_s1000_e1_b64_lr0001_2626.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
11.58
96
24.73
51
41.05
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1259
1,000
224
224
3
10
sgd
1
64
0.0001
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12.2
3.51
56.16
56.2
model-npz/DenseNet121_optsgd_s1000_e1_b64_lr00001_1696.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
10.15
96
23.2
51
41.04
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_3051
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.1
104.82
209.7
model-npz/DenseNet121_optsgd_s1000_e2_b1_lr001_7798.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.83
56
16.65
42
33.09
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2402
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.11
108.3
216.63
model-npz/DenseNet121_optsgd_s1000_e2_b1_lr0001_1813.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.84
57
15.86
32
30.21
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2994
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.1
105.18
210.4
model-npz/DenseNet121_optsgd_s1000_e2_b1_lr00001_2668.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.81
56
16.75
32
30.04
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_1045
1,000
224
224
3
10
sgd
2
2
0.01
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12.2
0.12
61.76
123.56
model-npz/DenseNet121_optsgd_s1000_e2_b2_lr001_1200.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.51
58
17.9
33
30.51
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1022
1,000
224
224
3
10
sgd
2
2
0.001
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12.2
0.12
61.58
123.22
model-npz/DenseNet121_optsgd_s1000_e2_b2_lr0001_2672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.54
61
17.87
34
31.81
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_7713
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.12
62.11
124.26
model-npz/DenseNet121_optsgd_s1000_e2_b2_lr00001_2592.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.43
55
17.92
33
30.97
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_1602
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.16
40.99
82.03
model-npz/DenseNet121_optsgd_s1000_e2_b4_lr001_2138.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.1
58
16.01
36
33.23
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2830
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.16
41.39
82.83
model-npz/DenseNet121_optsgd_s1000_e2_b4_lr0001_1444.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
3.96
57
16.24
37
34.5
DenseNet121_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2528
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.16
41.27
82.58
model-npz/DenseNet121_optsgd_s1000_e2_b4_lr00001_1605.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
3.86
59
15.84
37
34.11
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e1_b1_lr01_1005
1
600
600
3
10
adam
1
1
0.01
2.15.1
12.2
128.98
129.01
129.05
model-npz/EfficientNetB7_optadam_s1_e1_b1_lr001_2585.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
1
0.01
2
0.03
30
28.65
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e1_b1_lr001_1134
1
600
600
3
10
adam
1
1
0.001
2.15.1
12.2
128.23
128.26
128.3
model-npz/EfficientNetB7_optadam_s1_e1_b1_lr0001_2982.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.07
11
0.14
31
29.95
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e1_b1_lr0001_2941
1
600
600
3
10
adam
1
1
0.0001
2.15.1
12.2
126.56
126.58
126.62
model-npz/EfficientNetB7_optadam_s1_e1_b1_lr00001_1052.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.07
23
0.13
31
29.97
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e2_b1_lr01_2603
1
600
600
3
10
adam
2
1
0.01
2.15.1
12.2
63.69
63.71
127.47
model-npz/EfficientNetB7_optadam_s1_e2_b1_lr001_1888.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.12
28
0.3
31
30.34
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e2_b1_lr001_4394
1
600
600
3
10
adam
2
1
0.001
2.15.1
12.2
64
64.02
128.09
model-npz/EfficientNetB7_optadam_s1_e2_b1_lr0001_2636.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.1
32
0.19
31
30.01
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e2_b1_lr0001_6495
1
600
600
3
10
adam
2
1
0.0001
2.15.1
12.2
64.03
64.05
128.16
model-npz/EfficientNetB7_optadam_s1_e2_b1_lr00001_3270.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.15
40
0.32
31
30.32
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e5_b1_lr01_4146
1
600
600
3
10
adam
5
1
0.01
2.15.1
12.2
25.88
25.9
129.54
model-npz/EfficientNetB7_optadam_s1_e5_b1_lr001_2646.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
0.19
62
0.42
33
30.27
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e5_b1_lr001_2589
1
600
600
3
10
adam
5
1
0.001
2.15.1
12.2
25.79
25.81
129.12
model-npz/EfficientNetB7_optadam_s1_e5_b1_lr0001_3107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
0.28
79
0.5
35
31.93
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e5_b1_lr0001_2159
1
600
600
3
10
adam
5
1
0.0001
2.15.1
12.2
25.72
25.73
128.72
model-npz/EfficientNetB7_optadam_s1_e5_b1_lr00001_1435.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
0.27
75
0.59
34
30.95
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e10_b1_lr01_2753
1
600
600
3
10
adam
10
1
0.01
2.15.1
12.2
12.77
12.79
127.93
model-npz/EfficientNetB7_optadam_s1_e10_b1_lr001_2211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
0.55
72
1.04
36
30.67
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e10_b1_lr001_2917
1
600
600
3
10
adam
10
1
0.001
2.15.1
12.2
12.88
12.89
128.98
model-npz/EfficientNetB7_optadam_s1_e10_b1_lr0001_2171.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
0.6
77
1.12
35
30.52
EfficientNetB7_architecture_optadam_s1_ipd600x600x3_opd10_e10_b1_lr0001_1746
1
600
600
3
10
adam
10
1
0.0001
2.15.1
12.2
12.8
12.81
128.21
model-npz/EfficientNetB7_optadam_s1_e10_b1_lr00001_9019.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
0.57
66
1.06
35
31.05
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b1_lr01_1061
10
600
600
3
10
adam
1
1
0.01
2.15.1
12.2
12.95
129.56
129.6
model-npz/EfficientNetB7_optadam_s10_e1_b1_lr001_2428.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
0.43
77
0.84
37
31.05
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b1_lr001_2413
10
600
600
3
10
adam
1
1
0.001
2.15.1
12.2
12.78
127.87
127.91
model-npz/EfficientNetB7_optadam_s10_e1_b1_lr0001_4974.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
0.61
83
1.07
36
31.04
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b1_lr0001_1660
10
600
600
3
10
adam
1
1
0.0001
2.15.1
12.2
12.86
128.68
128.72
model-npz/EfficientNetB7_optadam_s10_e1_b1_lr00001_3320.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
0.62
81
1.15
37
31.06
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b2_lr01_2614
10
600
600
3
10
adam
1
2
0.01
2.15.1
12.2
25.58
127.95
127.99
model-npz/EfficientNetB7_optadam_s10_e1_b2_lr001_4118.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
0.54
100
0.97
37
30.97
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b2_lr001_8866
10
600
600
3
10
adam
1
2
0.001
2.15.1
12.2
25.73
128.7
128.73
model-npz/EfficientNetB7_optadam_s10_e1_b2_lr0001_1149.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
0.61
95
1.1
35
30.78
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b2_lr0001_2090
10
600
600
3
10
adam
1
2
0.0001
2.15.1
12.2
25.73
128.72
128.75
model-npz/EfficientNetB7_optadam_s10_e1_b2_lr00001_1237.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
0.44
88
0.82
35
30.98
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b4_lr01_3149
10
600
600
3
10
adam
1
4
0.01
2.15.1
12.2
43.76
131.34
131.38
model-npz/EfficientNetB7_optadam_s10_e1_b4_lr001_7770.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
0.67
84
1.03
36
32.19
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b4_lr001_2290
10
600
600
3
10
adam
1
4
0.001
2.15.1
12.2
43.72
131.19
131.23
model-npz/EfficientNetB7_optadam_s10_e1_b4_lr0001_3090.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
0.62
93
1.08
35
31.02
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b4_lr0001_1770
10
600
600
3
10
adam
1
4
0.0001
2.15.1
12.2
43.15
129.49
129.53
model-npz/EfficientNetB7_optadam_s10_e1_b4_lr00001_1591.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
0.56
85
0.99
34
30.46
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr01_2497
10
600
600
3
10
adam
2
1
0.01
2.15.1
12.2
6.45
64.57
129.18
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr001_3803.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
1.03
100
2.49
37
31.9
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr001_3215
10
600
600
3
10
adam
2
1
0.001
2.15.1
12.2
6.54
65.44
130.92
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr0001_2639.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
1.11
82
1.95
38
31.18
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr0001_6806
10
600
600
3
10
adam
2
1
0.0001
2.15.1
12.2
6.54
65.46
130.97
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr00001_1164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
0.93
79
1.74
38
32.5
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr01_2101
10
600
600
3
10
adam
2
2
0.01
2.15.1
12.2
12.92
64.64
129.32
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr001_3488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
1.11
100
1.91
38
31.41
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr001_3723
10
600
600
3
10
adam
2
2
0.001
2.15.1
12.2
12.91
64.6
129.25
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr0001_3077.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
1
96
1.72
39
31.22
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr0001_1986
10
600
600
3
10
adam
2
2
0.0001
2.15.1
12.2
13.03
65.19
130.41
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr00001_2227.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
0.96
100
1.65
39
31.13