radibnia77 commented on issue #22: URL: https://github.com/apache/incubator-bluemarlin/issues/22#issuecomment-1006051024
I looked into your tfrecords. You have more dense-uckeys because your config file is different. The common uckeys have identical time series. I trained a new model based on your tfrecords and compared the prediction results at si level with the model that I trained before based on my tfrecords. The result shows that the two prediction systems are equivalent. Your tfrecords and pipeline are running as expected. ``` +--------------------------------+---------------+-------------+---------+-----------+-----------+ |si |your_prediction|my_prediction|actual |my_error |your_error| +--------------------------------+---------------+-------------+---------+-----------+-----------+ |17dd6d8098bf11e5bdec00163e291137|59263 |55273 |168582 |0.67212987 |0.6484619 | |d4d7362e879511e5bdec00163e291137|48503 |33094 |188922 |0.8248272 |0.74326444 | |s4z85pd1h8 |578944 |523670 |637263 |0.17825137 |0.0915148 | |j1430itab9wj3b |730882 |736467 |864567 |0.14816666 |0.15462653 | |a8syykhszz |809193 |817445 |886345 |0.07773497 |0.08704511 | |k4werqx13k |3545341 |3552900 |4464357 |0.2041631 |0.2058563 | |d9jucwkpr3 |4802559 |4408436 |4475456 |0.01497501 |0.07308819 | |x2fpfbm8rt |4319816 |4250002 |6390364 |0.33493584 |0.32401097 | |5cd1c663263511e6af7500163e291137|5424461 |5406552 |7096585 |0.23814736 |0.23562375 | |71bcd2720e5011e79bc8fa163e05184e|9715060 |9462250 |12459624 |0.24056697 |0.22027662 | |z041bf6g4s |5527502 |4635519 |17440168 |0.7342045 |0.68305916 | |l2d4ec6csv |27348364 |26888025 |21556143 |0.2473486 |0.26870397 | |d971z9825e |21703044 |21266785 |26376462 |0.19372109 |0.17718138 | |w9fmyd5r0i |31184097 |30157737 |33533582 |0.100670576|0.07006364 | |w3wx3nv9ow5i97 |32785749 |32259923 |35212394 |0.08384749 |0.06891451 | |f1iprgyl13 |37152690 |36988968 |38603295 |0.041818373|0.037577234| |68bcd2720e5011e79bc8fa163e05184e|46153116 |45086621 |48699653 |0.074190095|0.05229066 | |a290af82884e11e5bdec00163e291137|64464560 |64358298 |72593126 |0.11343812 |0.11197432 | |e351de37263311e6af7500163e291137|71463936 |68680191 |77548938 |0.11436323 |0.07846661 | |b6le0s4qo8 |113720412 |114861456 |101684589|0.12958568 |0.11836428 | |7b0d7b55ab0c11e68b7900163e3e481d|97228475 |94862385 |105754734|0.10299633 |0.080622956| |l03493p0r3 |97247159 |100510164 |111445915|0.09812608 |0.1274049 | |x0ej5xhk60kjwq |159138977 |160395561 |140838705|0.13885996 |0.1299378 | |66bcd2720e5011e79bc8fa163e05184e|139973352 |140385657 |141771777|0.009777122|0.012685353| |a47eavw7ex |667011696 |666603307 |618874425|0.07712208 |0.07778197 | +--------------------------------+---------------+-------------+---------+-----------+-----------+ ``` -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
