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results.txt
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CPU r4.8xlarge 2024-06-04
0.1m: 11.136 0.7022242
xgboost 0.4 0.7321124
lightgbm 2.335 0.7174663
catboost 1.948 0.7219989
1m:
h2o 12.382 0.7623565
xgboost 2.694 0.7494362
lightgbm 3.976 0.7650181
catboost 6.964 0.7338394
10m:
h2o 60.674 0.7763295
xgboost 40.645 0.7569214
lightgbm 22.152 0.7922343
catboost 70.965 0.7355515
GPU p3.2xlarge 2024-06-06
|=========================================+========================+======================|
| 0 Tesla V100-SXM2-16GB Off | 00000000:00:1E.0 Off | 0 |
| N/A 49C P0 28W / 300W | 1MiB / 16384MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
0.1m:
h2o 6.439 0.7325461
xgboost 0.661 0.7327657
lightgbm 7.123 0.7183565
catboost 1.625 0.7238763
1m:
h2o 14.324 0.7489791
xgboost 1.37 0.7488818
lightgbm 9.082 0.7658695
catboost 3.446 0.7353682
10m:
h2o 42.503 0.7553094
xgboost 5.017 0.7554803
lightgbm 40.802 0.7913975
catboost 23.391 0.7369062
-------------------------------
CPU r4.8xlarge 2021-01-14
0.1m:
11.537 0.7022242
xgboost 0.569 0.7338433
lightgbm 2.557 0.7174663
catboost 3.818 0.7219989
1m:
h2o 14.497 0.7623565
xgboost 3.412 0.7478858
lightgbm 4.18 0.7650181
catboost 10.209 0.7338394
10m:
h2o 89.723 0.7763295
xgboost 41.207 0.7539445
lightgbm 21.939 0.792273
catboost 81.589 0.7355515
GPU p3.2xlarge 2021-01-15
0.1m:
h2o 6.376 0.733017
xgboost 3.668 0.7327135
lightgbm 7.006 0.7155839
catboost 1.815 0.7193742
1m:
h2o 14.524 0.7498973
xgboost 6.544 0.7488302
lightgbm 10.171 0.7676625
catboost 4.631 0.7322055
10m:
h2o 44.197 0.7560025
xgboost 11.191 0.7559598
lightgbm 42.2 0.7926395
catboost 37.802 0.7368551
-------------------------------
CPU r4.8xlarge 2020-09-08
0.1m:
h2o 14.738 0.7022242
xgboost 0.768 0.7338433
lightgbm 2.165 0.7301411
catboost 3.803 0.7219989
1m:
h2o 16.568 0.7623565
xgboost 5.51 0.7478858
lightgbm 3.914 0.7655526
catboost 9.96 0.7338394
10m:
h2o 86.619 0.7763295
xgboost 70.976 0.7539445
lightgbm 19.939 0.7745457
catboost 79.573 0.7355515
0.1m:
lightgbm OHE 2.107 0.7301411
lightgbm catenc 2.137 0.7174663
1m:
lightgbm OHE 3.998 0.7655526
lightgbm catenc 4.058 0.7650181
10m:
lightgbm OHE 20.749 0.7745457
lightgbm catenc 20.845 0.792273
-------------------------------
GPU p3.2xlarge 2020-09-08
warmup:
h2o 8.093 0.7323546
xgboost 3.487 0.7333947
lightgbm 12.642 0.7300142
catboost 1.786 0.7193743
0.1m:
h2o 6.414 0.7323546
xgboost 3.437 0.7333947
lightgbm 8.18 0.7300922
catboost 1.838 0.7193743
1m:
h2o 13.519 0.7498305
xgboost 6.408 0.7487755
lightgbm 14.19 0.7655437
catboost 4.768 0.7322055
10m:
h2o 54.506 0.7555138
xgboost 11.194 0.7546828
lightgbm 63.529 0.7749503
catboost 36.535 0.7368551
0.1m:
lightgbm OHE 8.565 0.7301211
lightgbm catenc 8.665 0.7155734
1m:
lightgbm OHE 14.461 0.766018
lightgbm catenc 11.929 0.7676921
10m:
lightgbm OHE 68.609 0.7749303
lightgbm catenc 50.024 0.7926504
-------------------------------
-------------------------------
CPU r4.8xlarge 2019-04-29
0.1m:
16.206 0.7022242
xgboost 3.859 0.7324224
2.378 0.7298355
5.502 0.7225903
1m:
20.308 0.7623565
xgboost 11.433 0.7494959
5.217 0.7636987
49.431 0.7402029
10m:
100.612 0.7763295
xgboost 78.177 0.7551197
41.929 0.7742033
489.229 0.7439026
0.1m:
15.211 0.7022242
xgboost 3.92 0.7324224
5.288 0.7225903
1m:
21.01 0.7623565
xgboost 11.91 0.7494959
5.24 0.7636987
49.502 0.7402029
10m:
100.183 0.7763295
xgboost 77.977 0.7551197
42.328 0.7742033
488.012 0.743902
-------------------------------
GPU p3.2xlarge 2019-04-29
###warmup:
###14.524 0.733044
###xgboost 16.301 0.7325722
###15.189 0.7298149
###3.849 0.7256759
0.1m:
8.807 0.733044
xgboost 2.381 0.7325722
10.074 0.72985
3.954 0.7256759
1m:
14.084 0.7494511
xgboost 4.749 0.749577
15.744 0.7661209
10.501 0.7424434
10m:
54.916 0.7556837
xgboost 12.947 0.7565877
64.75 0.7742306
134.913 0.7500668
###warmup:
###14.579 0.733044
###xgboost 16.245 0.7325722
###15.17 0.7298311
###3.857 0.7256759
0.1m:
8.973 0.733044
xgboost 2.389 0.7325722
9.735 0.7297767
3.875 0.7256759
1m:
14.261 0.7494511
xgboost 4.794 0.749577
15.737 0.766098
10.44 0.7424434
10m:
54.454 0.7556837
xgboost 12.998 0.7564074
64.481 0.7742452
135.2 0.7500668