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MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_7491
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
22.07
22.09
22.16
model-npz/MobileNet_optadam_s1_e1_b1_lr001_1570.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.12
13
0.51
25
25
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1833
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
18.44
18.46
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model-npz/MobileNet_optadam_s1_e1_b1_lr0001_3031.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.3
100
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26
25.84
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1871
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
18.78
18.8
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model-npz/MobileNet_optadam_s1_e1_b1_lr00001_9311.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.26
26
0.86
26
26
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_8061
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
9.38
9.39
18.81
model-npz/MobileNet_optadam_s1_e2_b1_lr001_1032.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.41
28
1.78
27
26.04
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2904
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
9.3
9.31
18.65
model-npz/MobileNet_optadam_s1_e2_b1_lr0001_2251.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.41
100
3.41
27
26.55
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2003
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
9.43
9.45
18.92
model-npz/MobileNet_optadam_s1_e2_b1_lr00001_3339.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.51
89
3.29
27
26.94
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_5017
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
3.74
3.75
18.79
model-npz/MobileNet_optadam_s1_e5_b1_lr001_1878.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.35
64
1.78
27
27
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_2787
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
3.74
3.75
18.77
model-npz/MobileNet_optadam_s1_e5_b1_lr0001_1326.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.69
68
2.71
27
27
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2579
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
3.8
3.81
19.08
model-npz/MobileNet_optadam_s1_e5_b1_lr00001_1346.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.39
70
1.88
27
27
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_1782
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
2.1
2.1
21.1
model-npz/MobileNet_optadam_s1_e10_b1_lr001_3101.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.17
45
0.54
27
26.79
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1999
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
1.9
1.91
19.11
model-npz/MobileNet_optadam_s1_e10_b1_lr0001_2381.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.27
33
1.41
27
26.98
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_2655
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
1.9
1.9
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model-npz/MobileNet_optadam_s1_e10_b1_lr00001_2800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.65
100
4.59
27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_9090
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
1.89
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18.95
model-npz/MobileNet_optadam_s10_e1_b1_lr001_3232.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.43
100
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27
26.98
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_1764
10
224
224
3
10
adam
1
1
0.001
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model-npz/MobileNet_optadam_s10_e1_b1_lr0001_5273.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.43
100
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27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1763
10
224
224
3
10
adam
1
1
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model-npz/MobileNet_optadam_s10_e1_b1_lr00001_2460.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.54
97
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27
26.9
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2278
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
3.74
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18.72
model-npz/MobileNet_optadam_s10_e1_b2_lr001_2803.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.51
100
4.08
27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1307
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
3.67
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18.38
model-npz/MobileNet_optadam_s10_e1_b2_lr0001_1472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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0.26
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28
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MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_9857
10
224
224
3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b2_lr00001_9035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.28
65
1.32
28
27.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_2414
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
6.43
19.32
19.35
model-npz/MobileNet_optadam_s10_e1_b4_lr001_1516.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.92
61
4.96
28
27.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1696
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
6.35
19.07
19.09
model-npz/MobileNet_optadam_s10_e1_b4_lr0001_3935.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.78
100
5.45
28
27.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2623
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
6.53
19.62
19.65
model-npz/MobileNet_optadam_s10_e1_b4_lr00001_8995.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.6
75
2.96
28
27.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_1697
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
9.66
19.33
19.36
model-npz/MobileNet_optadam_s10_e1_b8_lr001_2326.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.73
100
4.57
28
27.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1410
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
9.43
18.89
18.91
model-npz/MobileNet_optadam_s10_e1_b8_lr0001_3006.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.94
76
4.56
28
27.08
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_1952
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
9.72
19.46
19.48
model-npz/MobileNet_optadam_s10_e1_b8_lr00001_1068.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.86
75
3.98
28
27.1
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_2221
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.94
9.4
18.83
model-npz/MobileNet_optadam_s10_e2_b1_lr001_1336.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.37
39
1.84
28
27.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1871
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.95
9.48
19.01
model-npz/MobileNet_optadam_s10_e2_b1_lr0001_3969.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.35
28
2.06
27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_9679
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.95
9.52
19.07
model-npz/MobileNet_optadam_s10_e2_b1_lr00001_2293.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.24
59
2.14
27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1885
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.85
9.28
18.59
model-npz/MobileNet_optadam_s10_e2_b2_lr001_5680.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.53
100
3.88
28
27.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_2238
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.85
9.29
18.61
model-npz/MobileNet_optadam_s10_e2_b2_lr0001_4768.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.71
100
5.16
27
26.98
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1340
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.86
9.34
18.71
model-npz/MobileNet_optadam_s10_e2_b2_lr00001_2319.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.42
100
3.28
27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_7359
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
3.15
9.48
18.99
model-npz/MobileNet_optadam_s10_e2_b4_lr001_1652.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.71
66
2.92
28
26.86
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1163
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
3.35
10.05
20.13
model-npz/MobileNet_optadam_s10_e2_b4_lr0001_5047.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.63
74
3.57
28
27.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_2322
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
3.28
9.86
19.75
model-npz/MobileNet_optadam_s10_e2_b4_lr00001_3714.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.04
81
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28
27.06
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2305
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
4.85
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19.47
model-npz/MobileNet_optadam_s10_e2_b8_lr001_2256.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.96
100
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28
27.06
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2005
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
4.75
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19.08
model-npz/MobileNet_optadam_s10_e2_b8_lr0001_3204.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.06
66
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28
27.08
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2750
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
4.84
9.69
19.41
model-npz/MobileNet_optadam_s10_e2_b8_lr00001_4051.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.84
83
5.04
28
27.06
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2740
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
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3.97
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model-npz/MobileNet_optadam_s10_e5_b1_lr001_1443.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.35
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27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_2599
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.39
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model-npz/MobileNet_optadam_s10_e5_b1_lr0001_2259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.54
29
2.5
27
27
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2032
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.39
3.93
19.68
model-npz/MobileNet_optadam_s10_e5_b1_lr00001_1055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.55
44
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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27
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
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10
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Nvidia
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Tesla
6
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16
hbm2
732.2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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10
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Tesla
6
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16
hbm2
732.2
0
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
17
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28
27.06
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3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
18
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27
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
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26.98
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
6
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27.02
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224
224
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10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
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27.04
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224
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10
adam
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model-npz/MobileNet_optadam_s10_e10_b2_lr001_1053.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
7
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27
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
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28
27.02
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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26.94
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
18
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
18
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28
26.88
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
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28
27.04
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10
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
18
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10
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224
3
10
adam
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model-npz/MobileNet_optadam_s10_e10_b8_lr0001_4826.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
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77
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28
27.08
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10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e10_b8_lr00001_1308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
18
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68
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27.12
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
14
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224
3
10
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model-npz/MobileNet_optadam_s100_e1_b1_lr0001_2748.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
8
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27
27
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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14
1
100
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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model-npz/MobileNet_optadam_s100_e1_b2_lr00001_2473.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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8
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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12
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27.04
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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11
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
11
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27.02
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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732.2
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17
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
0
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27.11
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224
224
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10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
16
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29
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
19
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29
27.38
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224
224
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10
adam
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model-npz/MobileNet_optadam_s100_e1_b16_lr0001_3139.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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29
27.43
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224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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23
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27.84
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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25
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29
27.74
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224
224
3
10
adam
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Nvidia
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Tesla
6
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224
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10
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Nvidia
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Tesla
6
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732.2
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224
3
10
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Nvidia
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Tesla
6
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16
hbm2
732.2
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32
28.52
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224
224
3
10
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Nvidia
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Tesla
6
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16
hbm2
732.2
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224
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10
adam
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model-npz/MobileNet_optadam_s100_e1_b64_lr00001_7870.npz
Nvidia
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Nvidia
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Nvidia
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model-npz/MobileNet_optadam_s100_e2_b1_lr00001_4356.npz
Nvidia
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Tesla
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Nvidia
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Tesla
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Nvidia
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Tesla
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Nvidia
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Tesla
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model-npz/MobileNet_optadam_s100_e2_b4_lr001_1681.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
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Nvidia
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Tesla
6
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hbm2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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hbm2
732.2
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_5668
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model-npz/MobileNet_optadam_s100_e2_b8_lr0001_2026.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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hbm2
732.2
0
18
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_2624
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model-npz/MobileNet_optadam_s100_e2_b8_lr00001_1776.npz
Nvidia
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Tesla
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hbm2
732.2
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_3333
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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hbm2
732.2
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1796
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model-npz/MobileNet_optadam_s100_e2_b16_lr0001_6146.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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hbm2
732.2
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1699
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model-npz/MobileNet_optadam_s100_e2_b16_lr00001_3301.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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30
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_7178
100
224
224
3
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adam
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model-npz/MobileNet_optadam_s100_e2_b32_lr001_2334.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1637
100
224
224
3
10
adam
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model-npz/MobileNet_optadam_s100_e2_b32_lr0001_2611.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_1157
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model-npz/MobileNet_optadam_s100_e2_b32_lr00001_3231.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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35
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MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1239
100
224
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3
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adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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hbm2
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End of preview. Expand in Data Studio

HLO Feature Dataset for Deep Learning Resource Estimation

Dataset

Dataset Summary

The HLO Feature Dataset is a collection of compiler-level graph features (HLO graphs) extracted from deep learning training workloads. Alongside detailed metadata (model configs, GPU stats), this dataset enables machine learning approaches for:

  • ⏱️ Training Time Prediction
  • 📉 Resource Consumption Estimation
  • HPC and GPU Scheduling Optimization
  • 🧩 Graph-based Neural Architecture Analysis

This dataset is ideal for experimenting with regression models (e.g., XGBoost) and Graph Neural Networks (GNNs) using compiler features.


Supported Tasks

  • ⚙️ Runtime & Resource Prediction: Predict training time (fit_time) based on HLO features.
  • 📊 ML for Systems Optimization: Use tabular + graph data for AI workload management.
  • 🔗 Graph Representation Learning: Apply GNNs on HLO graphs (node_feat, edge_index).

Dataset Structure

Each entry includes:

  • Metadata: From dataset-new.csv (model, optimizer, GPU specs, timing metrics, etc.)
  • HLO Graph Features: .npz files containing:
    • node_opcode, node_feat, edge_index, node_config_ids, node_splits

Usage Example

This example demonstrates how to load metadata, preprocess features, and train an XGBoost model to predict training time (fit_time), as shown in the Colab notebook.

import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split
from sklearn.metrics import mean_squared_error
from xgboost import XGBRegressor

# Load metadata CSV
df = pd.read_csv('dataset-new.csv')

# Example feature selection (drop non-numeric/categorical handling needed)
X = df[['batch', 'epochs', 'learn_rate', 'gpu_core_count', 'gpu_memory_size']]
y = df['fit_time']

# Train-test split
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)

# Initialize XGBoost Regressor
xgb_model = XGBRegressor(n_estimators=100, learning_rate=0.1, max_depth=6, random_state=42)
xgb_model.fit(X_train, y_train)

# Evaluate
preds = xgb_model.predict(X_test)
rmse = mean_squared_error(y_test, preds, squared=False)
print(f"RMSE: {rmse}")

Example Notebooks

🚀 Baseline: XGBoost for Resource Estimation

A sample baseline implementation using XGBoost is provided to demonstrate how to predict resource metrics such as fit_time using the dataset's metadata.

📥 Download the notebook from the repository:

Baseline_XGBoost_Resource_Estimation.ipynb

This notebook covers:

  • Loading and preprocessing metadata from dataset-new.csv
  • Training an XGBoost regressor to predict training time
  • Evaluating model performance (e.g., RMSE)

Note: Make sure to adjust paths if cloning the dataset locally or integrating with Hugging Face datasets API.


Loading HLO Graph Features

For graph-based ML tasks, load the .npz files:

npz_file = df.iloc[0]['npz_path']
graph_data = np.load(npz_file)

node_features = graph_data['node_feat']
edges = graph_data['edge_index']

print("Node Feature Shape:", node_features.shape)
print("Edge Index Shape:", edges.shape)


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## License
Specify your license here (e.g., MIT, Apache-2.0).

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## Contributions
Open to contributions! Feel free to suggest improvements or share your models trained on this dataset.
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