Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
53
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48
37.64
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Nvidia
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Tesla
7
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32
hbm2
1,130
640
52
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37.55
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Nvidia
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Tesla
7
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32
hbm2
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640
55
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38.22
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Nvidia
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Tesla
7
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32
hbm2
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640
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38.78
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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38.95
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Nvidia
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Tesla
7
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32
hbm2
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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38
35.5
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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40
37.01
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
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43
37.18
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.75
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44
37.94
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10
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163.72
163.76
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
16
2.91
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44
39.16
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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3.1
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47
39.44
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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
16
2.94
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45
38.23
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
17
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45
37.67
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
25
3.44
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49
37.98
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
25
3.27
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49
39.16
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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
26
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46
37.4
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
40
4.28
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48
38
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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
40
4.42
88
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47
38.95
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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
38
4.17
84
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47
37.35
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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
49
4.5
100
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48
37.4
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
4.39
93
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47
37.49
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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
73
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11.28
50
37.53
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_3237
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
65
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51
38.58
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1707
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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
60
5.97
100
12.69
50
38.31
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.03
60
22.77
40
35.64
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2095
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.99
67
22.3
37
35.42
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.93
66
21.77
37
35.82
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
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4.1
43
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47
38.75
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2251
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.1
54
19.06
47
40.96
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.07
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46
40.57
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2813
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.58
61
16.02
48
40.32
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1590
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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
17
4.55
55
15.89
48
40.59
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_4552
1,000
224
224
3
10
adam
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4
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163.46
model-npz/ResNet152_optadam_s1000_e2_b4_lr00001_2648.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.64
58
15.93
48
40.33
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2233
1,000
224
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3
10
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128.34
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.34
87
15.36
52
40.3
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2378
1,000
224
224
3
10
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8
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model-npz/ResNet152_optadam_s1000_e2_b8_lr0001_4863.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
5.07
77
14.86
51
40.53
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2137
1,000
224
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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
24
5.27
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15.26
50
39.88
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1207
1,000
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3
10
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16
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59.84
119.73
model-npz/ResNet152_optadam_s1000_e2_b16_lr001_6768.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.3
85
14.02
52
40.39
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3629
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3
10
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16
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model-npz/ResNet152_optadam_s1000_e2_b16_lr0001_1241.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
6.98
86
15.28
51
40.71
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2848
1,000
224
224
3
10
adam
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16
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59.06
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model-npz/ResNet152_optadam_s1000_e2_b16_lr00001_5422.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.35
84
14.16
50
39.33
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model-npz/ResNet152_optadam_s1000_e2_b32_lr001_7221.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
7.29
99
14.57
52
40.27
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1642
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224
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10
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113.01
model-npz/ResNet152_optadam_s1000_e2_b32_lr0001_3490.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
7.42
94
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52
39.7
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1416
1,000
224
224
3
10
adam
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32
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model-npz/ResNet152_optadam_s1000_e2_b32_lr00001_2531.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
7.24
99
14.06
51
39.37
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_7328
1,000
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224
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10
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114.33
model-npz/ResNet152_optadam_s1000_e2_b64_lr001_1228.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
7.96
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16.22
53
39.62
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_3392
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224
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10
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model-npz/ResNet152_optadam_s1000_e2_b64_lr0001_2632.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
8.23
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54
40.36
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1026
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224
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10
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model-npz/ResNet152_optadam_s1000_e2_b64_lr00001_2293.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
8.14
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16.59
54
41.13
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_9894
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224
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10
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model-npz/ResNet152_optadam_s1000_e5_b16_lr001_2881.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
11.86
86
26.94
59
42.23
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1959
1,000
224
224
3
10
adam
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16
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model-npz/ResNet152_optadam_s1000_e5_b16_lr0001_2852.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
12.11
90
26.3
60
45.82
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_7808
1,000
224
224
3
10
adam
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model-npz/ResNet152_optadam_s1000_e5_b16_lr00001_1731.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
12.14
86
26.23
58
45.81
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2948
1,000
224
224
3
10
adam
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model-npz/ResNet152_optadam_s1000_e5_b32_lr001_3348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
14.24
99
27.24
60
45.04
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2705
1,000
224
224
3
10
adam
5
32
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27.23
136.21
model-npz/ResNet152_optadam_s1000_e5_b32_lr0001_8440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
13.95
99
26.39
61
45.59
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2622
1,000
224
224
3
10
adam
5
32
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26.91
134.62
model-npz/ResNet152_optadam_s1000_e5_b32_lr00001_1157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
14.42
99
26.84
58
44.57
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_4492
1,000
224
224
3
10
adam
5
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27.34
136.73
model-npz/ResNet152_optadam_s1000_e5_b64_lr001_1676.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
14.42
100
26.37
61
45.35
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_7917
1,000
224
224
3
10
adam
5
64
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1.7
27.25
136.34
model-npz/ResNet152_optadam_s1000_e5_b64_lr0001_5302.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
14.86
99
27.35
59
44.63
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2188
1,000
224
224
3
10
adam
5
64
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26.94
134.76
model-npz/ResNet152_optadam_s1000_e5_b64_lr00001_2780.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
74
15.24
99
27.51
61
45.11
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1089
10
224
224
3
10
sgd
1
8
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12.2
27.19
54.42
54.45
model-npz/ResNet152_optsgd_s10_e1_b8_lr0001_4227.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.3
79
4.34
43
39.42
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_3059
10
224
224
3
10
sgd
1
8
0.0001
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12.2
28.62
57.28
57.31
model-npz/ResNet152_optsgd_s10_e1_b8_lr00001_7912.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.91
68
3.56
40
37.04
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2649
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
2.75
27.56
55.16
model-npz/ResNet152_optsgd_s10_e2_b1_lr001_3392.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.41
34
1.59
38
36.94
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3060
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
2.74
27.49
55.01
model-npz/ResNet152_optsgd_s10_e2_b1_lr0001_2714.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.41
58
2.19
37
35.65
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2351
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
2.75
27.57
55.18
model-npz/ResNet152_optsgd_s10_e2_b1_lr00001_2939.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.48
49
1.98
38
36.06
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_8904
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
5.46
27.32
54.67
model-npz/ResNet152_optsgd_s10_e2_b2_lr001_4453.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.58
37
2.29
37
35.31