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jh0shin / Graph-Neural-Network

2021-2학기 소프트웨어 종합설계 프로젝트입니다.
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7회차 연구지도 (11/10) #9

Open jh0shin opened 2 years ago

jh0shin commented 2 years ago

지도 내용

jh0shin commented 2 years ago
Node Density DGL DGL (copy_u_sum) PyG
400000 0.00001 0.00835 0.00609 0.00820
400000 0.000014 0.00920 0.00665 0.00852
400000 0.00002 0.01124 0.00793 0.01023
400000 0.000028 0.01467 0.01041 0.01312
400000 0.00004 0.01796 0.01303 0.01673
400000 0.000056 0.02360 0.01708 0.02210
400000 0.00008 0.0310 0.02289 0.02951
400000 0.000113 0.04211 0.03079 0.04020
400000 0.00016 0.05760 0.04371 0.05621
400000 0.000226 0.07964 0.05803 0.07797
400000 0.00032 OOM OOM OOM
Node Density DGL DGL (copy_u_sum) PyG
200000 0.00001 0.00267 0.00210 0.00275
200000 0.000014 0.00286 0.00215 0.00283
200000 0.00002 0.00332 0.00237 0.00311
200000 0.000028 0.00393 0.00275 0.00346
200000 0.00004 0.00477 0.00343 0.00416
200000 0.000056 0.00598 0.00418 0.00509
200000 0.00008 0.00776 0.00542 0.00659
200000 0.000113 0.01001 0.00717 0.00871
200000 0.00016 0.01337 0.00961 0.01189
200000 0.000226 0.01831 0.01331 0.01627
200000 0.00032 0.02530 0.01807 0.02265
200000 0.000452 0.03433 0.02487 0.03149
200000 0.00064 0.04834 0.03443 0.04407
200000 0.000905 0.06651 0.04792 0.06188
200000 0.00128 OOM OOM OOM
Node Density DGL DGL (copy_u_sum) PyG
100000 0.000014 0.00142 0.00112 0.00140
100000 0.00002 0.00150 0.00108 0.00135
100000 0.000028 0.00157 0.00112 0.00148
100000 0.00004 0.00181 0.00124 0.00163
100000 0.000056 0.00210 0.00147 0.00179
100000 0.00008 0.00263 0.00171 0.00202
100000 0.000113 0.00314 0.00215 0.00247
100000 0.00016 0.00402 0.00282 0.00305
100000 0.000226 0.00538 0.00370 0.00399
100000 0.00032 0.00719 0.00500 0.00558
100000 0.000452 0.00967 0.00676 0.00761
100000 0.00064 0.01306 0.00927 0.01024
100000 0.000905 0.01791 0.01272 0.01422
100000 0.00128 0.02486 0.01762 0.01994
100000 0.00181 0.03481 0.02473 0.02800
100000 0.00256 0.04758 0.03395 0.03853
100000 0.00362 0.07062 0.04786 0.05332
100000 0.00512 OOM OOM OOM
Node Density DGL DGL (copy_u_sum) PyG
50000 0.0001 0.00122 0.00077 0.00094
50000 0.00014 0.00128 0.00082 0.00089
50000 0.0002 0.00156 0.00101 0.00104
50000 0.00028 0.00192 0.00123 0.00120
50000 0.0004 0.00239 0.00164 0.00145
50000 0.00056 0.00316 0.00212 0.00185
50000 0.0008 0.00421 0.00280 0.00244
50000 0.00113 0.00566 0.00378 0.00329
50000 0.0016 0.00768 0.00519 0.00451
50000 0.00226 0.01102 0.00734 0.00631
50000 0.0032 0.01429 0.00947 0.00828
50000 0.00452 0.01985 0.01350 0.01139
50000 0.0064 0.02719 0.01832 0.01488
50000 0.00905 0.04271 0.02896 0.02122
50000 0.0128 0.06556 0.04524 0.02870
50000 0.0181 0.09561 0.06318 0.03826
50000 0.0256 OOM OOM OOM
Node Density DGL DGL (copy_u_sum) PyG
25000 0.0004 0.00104 0.00062 0.00059
25000 0.00056 0.00113 0.00071 0.00055
25000 0.0008 0.00137 0.00089 0.00059
25000 0.00113 0.00170 0.00104 0.00069
25000 0.0016 0.00220 0.00136 0.00086
25000 0.00226 0.00296 0.00184 0.00113
25000 0.0032 0.00400 0.00244 0.00145
25000 0.00452 0.00517 0.00313 0.00183
25000 0.0064 0.00709 0.00425 0.00240
25000 0.00905 0.00975 0.00600 0.00325
25000 0.0128 0.01376 0.00823 0.00458
25000 0.0181 0.01899 0.01121 0.00631
25000 0.0256 0.02694 0.01588 0.00869
25000 0.3620 0.03763 0.02221 0.01178
25000 0.0512 0.05318 0.03179 0.01601
25000 0.0724 0.07550 0.04370 0.02194
25000 0.1024 OOM OOM OOM
Node Density DGL DGL (copy_u_sum) PyG
12500 0.0008 0.00095 0.00052 0.00042
12500 0.0016 0.00127 0.00055 0.00046
12500 0.0032 0.00167 0.00088 0.00059
12500 0.0064 0.00284 0.00156 0.00101
12500 0.0128 0.00484 0.00258 0.00157
12500 0.0256 0.00922 0.00417 0.00293
12500 0.0512 0.01740 0.00781 0.00547
12500 0.1024 0.03321 0.01440 0.01069
12500 0.2048 0.06743 0.02854 0.02009
12500 0.4096 OOM OOM OOM