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many-mpi.txt
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1 [ 0.14710195 0.07040275 0.0325305 -0.00653218 0.05870471 0.04979602] 0.48022774840924637 0.06836223602294922
2 [1.54077262e-01 5.04442823e-02 2.89781650e-02 3.47327073e-02
1.69632516e-05 2.59708714e-02] 0.5529293342567595 0.06885004043579102
Averaged Weights: [0.15058961 0.06042351 0.03075433 0.01410026 0.02936084 0.03788345]
Averaged Biases: 0.516578541333003
Average Time : 68.60613822937012
Mean Squared Error (MSE): 0.17375420925218565
1 [ 0.17508959 0.0733011 0.03201112 -0.00173894 0.02771681 0.04351451] 0.4230220916555742 0.04587578773498535
3 [0.12458119 0.05135448 0.05290853 0.05325795 0.01765082 0.01138837] 0.5415189232250383 0.045221805572509766
2 [ 0.09832522 0.06878046 0.01239309 -0.00077255 0.03797163 0.07271138] 0.45941041073144656 0.04578685760498047
Averaged Weights: [0.13266533 0.06447868 0.03243758 0.01691549 0.02777975 0.04253809]
Averaged Biases: 0.4746504752040197
Average Time : 45.62815030415853
Mean Squared Error (MSE): 0.18072916368965994
1 [0.19147285 0.0579797 0.05745955 0.00644683 0.00873349 0.02943316] 0.3834838289716758 0.049939870834350586
3 [ 0.09904993 0.06645578 0.02518246 0.01040992 -0.00267815 0.04084374] 0.4307603961488222 0.050112009048461914
2 [0.02745949 0.08662146 0.01647447 0.02678156 0.10084976 0.09750779] 0.4002538800180463 0.050330162048339844
4 [0.14832495 0.05263555 0.04082001 0.04564397 0.02306136 0.02206941] 0.48342964207689915 0.04865884780883789
Averaged Weights: [0.11657681 0.06592312 0.03498412 0.02232057 0.03249161 0.04746353]
Averaged Biases: 0.42448193680386087
Average Time : 49.76022243499756
Mean Squared Error (MSE): 0.1932823712010006
3 [0.07866157 0.06338157 0.03186707 0.01104079 0.06183741 0.05093824] 0.3627643682938041 0.0442659854888916
2 [0.06382097 0.09805264 0.01119677 0.00403915 0.06840473 0.10702924] 0.37422895037149867 0.051455020904541016
5 [0.15171387 0.05601509 0.05833345 0.03776297 0.01687815 0.01085381] 0.45664551336712916 0.047738075256347656
4 [0.07492872 0.06068945 0.02013705 0.06197156 0.0229148 0.02892526] 0.39714057686296156 0.056266069412231445
1 [ 0.16313201 0.04471306 0.05683231 0.01256456 -0.00263991 0.04078841] 0.338008437906425 0.056569814682006836
Averaged Weights: [0.10645143 0.06457036 0.03567333 0.02547581 0.03347903 0.04770699]
Averaged Biases: 0.38575756936036376
Average Time : 51.25899314880371
Mean Squared Error (MSE): 0.20621326072432775
1 [0.14507473 0.04910933 0.01858576 0.0329451 0.00039797 0.03693023] 0.31418168886926706 0.046135902404785156
2 [ 0.09897898 0.09919307 0.05338509 -0.00852606 0.05715579 0.07891262] 0.30375571592617967 0.049787044525146484
6 [0.12316531 0.04630136 0.01660541 0.0680085 0.03305767 0.0403301 ] 0.40578935479735007 0.038038015365600586
3 [0.02986363 0.04190088 0.02905841 0.04939786 0.10036981 0.08447558] 0.3572455923757232 0.0505678653717041
4 [ 0.12142008 0.08930383 0.02514147 -0.02389426 -0.00450076 0.04672512] 0.31538237853490747 0.04425811767578125
5 [0.07893394 0.06247329 0.08713009 0.04459827 0.01094724 0.0095106 ] 0.399043594607598 0.04884982109069824
Averaged Weights: [0.09957278 0.06471363 0.0383177 0.02708824 0.03290462 0.04948071]
Averaged Biases: 0.3492330541851709
Average Time : 46.2727944056193
Mean Squared Error (MSE): 0.22149341356328883
1 [0.12062675 0.05280445 0.00459157 0.01778533 0.01737429 0.03737945] 0.2576293076346998 0.049404144287109375
6 [ 0.10496317 0.07431266 0.07451869 0.03575292 -0.00740681 0.00190472] 0.361981848099196 0.03860139846801758
5 [ 0.09484099 0.05532503 0.01490385 -0.01812683 -0.00469201 0.03856306] 0.3272166522998586 0.041342973709106445
2 [0.10726401 0.0653994 0.10358085 0.01191749 0.03449776 0.05080505] 0.3130444569078472 0.04320788383483887
7 [0.10778474 0.03727646 0.03118868 0.08901452 0.07208311 0.03564172] 0.3675211024542515 0.04487967491149902
4 [0.08210589 0.0697011 0.03497911 0.05130802 0.07327208 0.05061377] 0.2960276945090815 0.05026388168334961
3 [ 0.02914474 0.09461773 -0.00142607 0.0239867 0.04963477 0.1235815 ] 0.29584774842355066 0.05480003356933594
Averaged Weights: [0.09239004 0.06420526 0.03747667 0.03023402 0.0335376 0.04835561]
Averaged Biases: 0.31703840147549783
Average Time : 46.07142720903669
Mean Squared Error (MSE): 0.23703510804399164