341 lines
25 KiB
Plaintext
341 lines
25 KiB
Plaintext
[INFO] app_start | Telemetry and Inference demo initialized.
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[INFO] optimizer_initialized | version=0.1.0 pop_size=150
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[INFO] training_start | Beginning neural net optimization with FCES.
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[INFO] epoch_checkpoint | Epoch 0 | Loss: 3.519047
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[INFO] fitness_calculated | loss=3.502883 ema_loss=3.518238 fitness=0.513322
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[INFO] fitness_calculated | loss=3.486879 ema_loss=3.516670 fitness=0.504228
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[INFO] fitness_calculated | loss=3.470992 ema_loss=3.514386 fitness=0.472047
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[INFO] fitness_calculated | loss=3.455213 ema_loss=3.511428 fitness=0.413328
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[INFO] fitness_calculated | loss=3.439542 ema_loss=3.507833 fitness=0.350317
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[INFO] fitness_calculated | loss=3.423970 ema_loss=3.503640 fitness=0.295152
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[INFO] fitness_calculated | loss=3.408496 ema_loss=3.498883 fitness=0.246919
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[INFO] fitness_calculated | loss=3.393131 ema_loss=3.493595 fitness=0.227273
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[INFO] fitness_calculated | loss=3.377861 ema_loss=3.487809 fitness=0.227273
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[INFO] fitness_calculated | loss=3.362683 ema_loss=3.481552 fitness=0.227273
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[INFO] fitness_calculated | loss=3.347601 ema_loss=3.474855 fitness=0.227273
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[INFO] fitness_calculated | loss=3.332589 ema_loss=3.467741 fitness=0.227273
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[INFO] fitness_calculated | loss=3.317683 ema_loss=3.460239 fitness=0.227273
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[INFO] fitness_calculated | loss=3.302857 ema_loss=3.452369 fitness=0.227273
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[INFO] fitness_calculated | loss=3.284429 ema_loss=3.443972 fitness=0.227273
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[INFO] fitness_calculated | loss=3.266145 ema_loss=3.435081 fitness=0.227273
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[INFO] fitness_calculated | loss=3.247930 ema_loss=3.425723 fitness=0.227273
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[INFO] fitness_calculated | loss=3.229807 ema_loss=3.415927 fitness=0.227273
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[INFO] fitness_calculated | loss=3.211794 ema_loss=3.405721 fitness=0.227273
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[INFO] fitness_calculated | loss=3.193902 ema_loss=3.395130 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 20 | Loss: 3.193902
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[INFO] fitness_calculated | loss=3.182302 ema_loss=3.384488 fitness=0.227273
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[INFO] fitness_calculated | loss=3.168237 ema_loss=3.373676 fitness=0.227273
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[INFO] fitness_calculated | loss=3.154231 ema_loss=3.362704 fitness=0.227273
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[INFO] fitness_calculated | loss=3.140283 ema_loss=3.351583 fitness=0.227273
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[INFO] fitness_calculated | loss=3.126418 ema_loss=3.340324 fitness=0.227273
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[INFO] fitness_calculated | loss=3.112613 ema_loss=3.328938 fitness=0.227273
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[INFO] fitness_calculated | loss=3.098871 ema_loss=3.317435 fitness=0.227273
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[INFO] fitness_calculated | loss=3.085155 ema_loss=3.305821 fitness=0.227273
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[INFO] fitness_calculated | loss=3.071493 ema_loss=3.294105 fitness=0.227273
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[INFO] fitness_calculated | loss=3.057873 ema_loss=3.282293 fitness=0.227273
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[INFO] fitness_calculated | loss=3.044336 ema_loss=3.270395 fitness=0.227273
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[INFO] fitness_calculated | loss=3.030849 ema_loss=3.258417 fitness=0.227273
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[INFO] fitness_calculated | loss=3.017417 ema_loss=3.246367 fitness=0.227273
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[INFO] fitness_calculated | loss=3.004020 ema_loss=3.234250 fitness=0.227273
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[INFO] fitness_calculated | loss=2.990655 ema_loss=3.222070 fitness=0.227273
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[INFO] fitness_calculated | loss=2.977378 ema_loss=3.209835 fitness=0.227273
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[INFO] fitness_calculated | loss=2.964202 ema_loss=3.197554 fitness=0.227273
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[INFO] fitness_calculated | loss=2.951080 ema_loss=3.185230 fitness=0.227273
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[INFO] fitness_calculated | loss=2.937951 ema_loss=3.172866 fitness=0.227273
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[INFO] fitness_calculated | loss=2.924850 ema_loss=3.160465 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 40 | Loss: 2.924850
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[INFO] fitness_calculated | loss=2.911880 ema_loss=3.148036 fitness=0.227273
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[INFO] fitness_calculated | loss=2.898869 ema_loss=3.135578 fitness=0.227273
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[INFO] fitness_calculated | loss=2.885903 ema_loss=3.123094 fitness=0.227273
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[INFO] fitness_calculated | loss=2.872979 ema_loss=3.110588 fitness=0.227273
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[INFO] fitness_calculated | loss=2.860093 ema_loss=3.098063 fitness=0.227273
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[INFO] fitness_calculated | loss=2.847259 ema_loss=3.085523 fitness=0.227273
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[INFO] fitness_calculated | loss=2.834466 ema_loss=3.072971 fitness=0.227273
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[INFO] fitness_calculated | loss=2.821765 ema_loss=3.060410 fitness=0.227273
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[INFO] fitness_calculated | loss=2.809109 ema_loss=3.047845 fitness=0.227273
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[INFO] fitness_calculated | loss=2.796484 ema_loss=3.035277 fitness=0.227273
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[INFO] fitness_calculated | loss=2.783902 ema_loss=3.022708 fitness=0.227273
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[INFO] fitness_calculated | loss=2.771360 ema_loss=3.010141 fitness=0.227273
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[INFO] fitness_calculated | loss=2.758872 ema_loss=2.997577 fitness=0.227273
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[INFO] fitness_calculated | loss=2.746412 ema_loss=2.985019 fitness=0.227273
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[INFO] fitness_calculated | loss=2.733863 ema_loss=2.972461 fitness=0.227273
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[INFO] fitness_calculated | loss=2.721345 ema_loss=2.959905 fitness=0.227273
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[INFO] fitness_calculated | loss=2.708874 ema_loss=2.947354 fitness=0.227273
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[INFO] fitness_calculated | loss=2.696437 ema_loss=2.934808 fitness=0.227273
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[INFO] fitness_calculated | loss=2.684033 ema_loss=2.922269 fitness=0.227273
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[INFO] fitness_calculated | loss=2.671673 ema_loss=2.909739 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 60 | Loss: 2.671673
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[INFO] fitness_calculated | loss=2.661910 ema_loss=2.897348 fitness=0.227273
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[INFO] fitness_calculated | loss=2.649687 ema_loss=2.884965 fitness=0.227273
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[INFO] fitness_calculated | loss=2.637492 ema_loss=2.872591 fitness=0.227273
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[INFO] fitness_calculated | loss=2.625334 ema_loss=2.860228 fitness=0.227273
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[INFO] fitness_calculated | loss=2.613220 ema_loss=2.847878 fitness=0.227273
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[INFO] fitness_calculated | loss=2.601151 ema_loss=2.835541 fitness=0.227273
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[INFO] fitness_calculated | loss=2.589115 ema_loss=2.823220 fitness=0.227273
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[INFO] fitness_calculated | loss=2.577159 ema_loss=2.810917 fitness=0.227273
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[INFO] fitness_calculated | loss=2.565530 ema_loss=2.798648 fitness=0.227273
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[INFO] fitness_calculated | loss=2.553753 ema_loss=2.786403 fitness=0.227273
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[INFO] fitness_calculated | loss=2.542037 ema_loss=2.774185 fitness=0.227273
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[INFO] fitness_calculated | loss=2.530599 ema_loss=2.762006 fitness=0.227273
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[INFO] fitness_calculated | loss=2.519511 ema_loss=2.749881 fitness=0.227273
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[INFO] fitness_calculated | loss=2.508621 ema_loss=2.737818 fitness=0.227273
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[INFO] fitness_calculated | loss=2.496763 ema_loss=2.725765 fitness=0.227273
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[INFO] fitness_calculated | loss=2.484948 ema_loss=2.713724 fitness=0.227273
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[INFO] fitness_calculated | loss=2.473185 ema_loss=2.701697 fitness=0.227273
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[INFO] fitness_calculated | loss=2.461469 ema_loss=2.689686 fitness=0.227273
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[INFO] fitness_calculated | loss=2.450065 ema_loss=2.677705 fitness=0.227273
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[INFO] fitness_calculated | loss=2.438803 ema_loss=2.665760 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 80 | Loss: 2.438803
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[INFO] fitness_calculated | loss=2.430730 ema_loss=2.654008 fitness=0.227273
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[INFO] fitness_calculated | loss=2.420586 ema_loss=2.642337 fitness=0.227273
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[INFO] fitness_calculated | loss=2.410546 ema_loss=2.630748 fitness=0.227273
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[INFO] fitness_calculated | loss=2.400655 ema_loss=2.619243 fitness=0.227273
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[INFO] fitness_calculated | loss=2.390913 ema_loss=2.607826 fitness=0.227273
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[INFO] fitness_calculated | loss=2.381266 ema_loss=2.596498 fitness=0.227273
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[INFO] fitness_calculated | loss=2.371950 ema_loss=2.585271 fitness=0.227273
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[INFO] fitness_calculated | loss=2.364619 ema_loss=2.574238 fitness=0.227273
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[INFO] fitness_calculated | loss=2.357353 ema_loss=2.563394 fitness=0.227273
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[INFO] fitness_calculated | loss=2.350290 ema_loss=2.552739 fitness=0.227273
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[INFO] fitness_calculated | loss=2.343219 ema_loss=2.542263 fitness=0.227273
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[INFO] fitness_calculated | loss=2.336213 ema_loss=2.531960 fitness=0.227273
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[INFO] fitness_calculated | loss=2.329482 ema_loss=2.521836 fitness=0.227273
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[INFO] fitness_calculated | loss=2.322707 ema_loss=2.511880 fitness=0.227273
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[INFO] fitness_calculated | loss=2.315470 ema_loss=2.502059 fitness=0.227273
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[INFO] fitness_calculated | loss=2.308319 ema_loss=2.492372 fitness=0.227273
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[INFO] fitness_calculated | loss=2.301276 ema_loss=2.482818 fitness=0.227273
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[INFO] fitness_calculated | loss=2.294321 ema_loss=2.473393 fitness=0.227273
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[INFO] fitness_calculated | loss=2.287458 ema_loss=2.464096 fitness=0.227273
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[INFO] fitness_calculated | loss=2.280736 ema_loss=2.454928 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 100 | Loss: 2.280736
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[INFO] training_complete | Duration: 275.883700 ms
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[INFO] inference_phase_start | Evaluating model on new test inputs.
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[INFO] inference_perf | Inputs: 5 | Latency: 0.072200 ms
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[INFO] app_finish | Exiting demo successfully.
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[INFO] app_start | Telemetry and Inference demo initialized.
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[INFO] optimizer_initialized | version=0.1.0 pop_size=150
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[INFO] training_start | Beginning neural net optimization with FCES.
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[INFO] epoch_checkpoint | Epoch 0 | Loss: 2.699465
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[INFO] fitness_calculated | loss=2.683248 ema_loss=2.698654 fitness=0.513517
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[INFO] fitness_calculated | loss=2.667203 ema_loss=2.697082 fitness=0.504032
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[INFO] fitness_calculated | loss=2.651267 ema_loss=2.694791 fitness=0.471724
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[INFO] fitness_calculated | loss=2.635465 ema_loss=2.691825 fitness=0.412546
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[INFO] fitness_calculated | loss=2.619774 ema_loss=2.688222 fitness=0.349530
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[INFO] fitness_calculated | loss=2.604207 ema_loss=2.684021 fitness=0.294478
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[INFO] fitness_calculated | loss=2.588760 ema_loss=2.679258 fitness=0.246438
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[INFO] fitness_calculated | loss=2.573472 ema_loss=2.673969 fitness=0.227273
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[INFO] fitness_calculated | loss=2.558297 ema_loss=2.668185 fitness=0.227273
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[INFO] fitness_calculated | loss=2.543238 ema_loss=2.661938 fitness=0.227273
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[INFO] fitness_calculated | loss=2.528291 ema_loss=2.655256 fitness=0.227273
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[INFO] fitness_calculated | loss=2.513451 ema_loss=2.648165 fitness=0.227273
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[INFO] fitness_calculated | loss=2.498724 ema_loss=2.640693 fitness=0.227273
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[INFO] fitness_calculated | loss=2.484110 ema_loss=2.632864 fitness=0.227273
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[INFO] fitness_calculated | loss=2.472224 ema_loss=2.624832 fitness=0.227273
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[INFO] fitness_calculated | loss=2.460460 ema_loss=2.616613 fitness=0.227273
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[INFO] fitness_calculated | loss=2.448829 ema_loss=2.608224 fitness=0.227273
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[INFO] fitness_calculated | loss=2.437336 ema_loss=2.599680 fitness=0.227273
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[INFO] fitness_calculated | loss=2.425969 ema_loss=2.590994 fitness=0.227273
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[INFO] fitness_calculated | loss=2.414739 ema_loss=2.582182 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 20 | Loss: 2.414739
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[INFO] fitness_calculated | loss=2.400815 ema_loss=2.573113 fitness=0.227273
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[INFO] fitness_calculated | loss=2.387851 ema_loss=2.563850 fitness=0.227273
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[INFO] fitness_calculated | loss=2.375035 ema_loss=2.554410 fitness=0.227273
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[INFO] fitness_calculated | loss=2.362435 ema_loss=2.544811 fitness=0.227273
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[INFO] fitness_calculated | loss=2.350227 ema_loss=2.535081 fitness=0.227273
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[INFO] fitness_calculated | loss=2.338082 ema_loss=2.525231 fitness=0.227273
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[INFO] fitness_calculated | loss=2.326336 ema_loss=2.515286 fitness=0.227273
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[INFO] fitness_calculated | loss=2.313085 ema_loss=2.505176 fitness=0.227273
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[INFO] fitness_calculated | loss=2.299984 ema_loss=2.494916 fitness=0.227273
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[INFO] fitness_calculated | loss=2.287176 ema_loss=2.484529 fitness=0.227273
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[INFO] fitness_calculated | loss=2.274680 ema_loss=2.474037 fitness=0.227273
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[INFO] fitness_calculated | loss=2.262473 ema_loss=2.463459 fitness=0.227273
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[INFO] fitness_calculated | loss=2.250557 ema_loss=2.452814 fitness=0.227273
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[INFO] fitness_calculated | loss=2.238883 ema_loss=2.442117 fitness=0.227273
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[INFO] fitness_calculated | loss=2.228420 ema_loss=2.431432 fitness=0.227273
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[INFO] fitness_calculated | loss=2.218294 ema_loss=2.420776 fitness=0.227273
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[INFO] fitness_calculated | loss=2.208302 ema_loss=2.410152 fitness=0.227273
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[INFO] fitness_calculated | loss=2.198443 ema_loss=2.399566 fitness=0.227273
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[INFO] fitness_calculated | loss=2.188752 ema_loss=2.389026 fitness=0.227273
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[INFO] fitness_calculated | loss=2.179343 ema_loss=2.378541 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 40 | Loss: 2.179343
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[INFO] fitness_calculated | loss=2.170335 ema_loss=2.368131 fitness=0.227273
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[INFO] fitness_calculated | loss=2.160512 ema_loss=2.357750 fitness=0.227273
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[INFO] fitness_calculated | loss=2.150884 ema_loss=2.347407 fitness=0.227273
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[INFO] fitness_calculated | loss=2.141514 ema_loss=2.337112 fitness=0.227273
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[INFO] fitness_calculated | loss=2.132244 ema_loss=2.326869 fitness=0.227273
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[INFO] fitness_calculated | loss=2.123185 ema_loss=2.316684 fitness=0.227273
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[INFO] fitness_calculated | loss=2.114348 ema_loss=2.306568 fitness=0.227273
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[INFO] fitness_calculated | loss=2.105996 ema_loss=2.296539 fitness=0.227273
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[INFO] fitness_calculated | loss=2.097712 ema_loss=2.286598 fitness=0.227273
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[INFO] fitness_calculated | loss=2.089601 ema_loss=2.276748 fitness=0.227273
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[INFO] fitness_calculated | loss=2.081679 ema_loss=2.266994 fitness=0.227273
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[INFO] fitness_calculated | loss=2.073864 ema_loss=2.257338 fitness=0.227273
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[INFO] fitness_calculated | loss=2.066266 ema_loss=2.247784 fitness=0.227273
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[INFO] fitness_calculated | loss=2.058791 ema_loss=2.238335 fitness=0.227273
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[INFO] fitness_calculated | loss=2.051726 ema_loss=2.229004 fitness=0.227273
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[INFO] fitness_calculated | loss=2.044772 ema_loss=2.219793 fitness=0.227273
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[INFO] fitness_calculated | loss=2.037955 ema_loss=2.210701 fitness=0.227273
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[INFO] fitness_calculated | loss=2.031213 ema_loss=2.201726 fitness=0.227273
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[INFO] fitness_calculated | loss=2.024602 ema_loss=2.192870 fitness=0.227273
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[INFO] fitness_calculated | loss=2.018120 ema_loss=2.184132 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 60 | Loss: 2.018120
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[INFO] fitness_calculated | loss=2.011587 ema_loss=2.175505 fitness=0.227273
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[INFO] fitness_calculated | loss=2.005204 ema_loss=2.166990 fitness=0.227273
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[INFO] fitness_calculated | loss=1.998900 ema_loss=2.158585 fitness=0.227273
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[INFO] fitness_calculated | loss=1.992696 ema_loss=2.150291 fitness=0.227273
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[INFO] fitness_calculated | loss=1.986584 ema_loss=2.142106 fitness=0.227273
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[INFO] fitness_calculated | loss=1.980565 ema_loss=2.134029 fitness=0.227273
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[INFO] fitness_calculated | loss=1.974673 ema_loss=2.126061 fitness=0.227273
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[INFO] fitness_calculated | loss=1.968752 ema_loss=2.118196 fitness=0.227273
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[INFO] fitness_calculated | loss=1.962881 ema_loss=2.110430 fitness=0.227273
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[INFO] fitness_calculated | loss=1.957083 ema_loss=2.102762 fitness=0.227273
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[INFO] fitness_calculated | loss=1.951449 ema_loss=2.095197 fitness=0.227273
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[INFO] fitness_calculated | loss=1.945905 ema_loss=2.087732 fitness=0.227273
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[INFO] fitness_calculated | loss=1.940464 ema_loss=2.080369 fitness=0.227273
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[INFO] fitness_calculated | loss=1.935105 ema_loss=2.073105 fitness=0.227273
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[INFO] fitness_calculated | loss=1.929772 ema_loss=2.065938 fitness=0.227273
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[INFO] fitness_calculated | loss=1.924481 ema_loss=2.058866 fitness=0.227273
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[INFO] fitness_calculated | loss=1.919307 ema_loss=2.051888 fitness=0.227273
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[INFO] fitness_calculated | loss=1.914193 ema_loss=2.045003 fitness=0.227273
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[INFO] fitness_calculated | loss=1.909146 ema_loss=2.038210 fitness=0.227273
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[INFO] fitness_calculated | loss=1.904174 ema_loss=2.031508 fitness=0.227273
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[INFO] epoch_checkpoint | Epoch 80 | Loss: 1.904174
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[INFO] fitness_calculated | loss=1.899602 ema_loss=2.024913 fitness=0.227273
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[INFO] fitness_calculated | loss=1.894757 ema_loss=2.018405 fitness=0.227273
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[INFO] fitness_calculated | loss=1.889973 ema_loss=2.011983 fitness=0.227273
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[INFO] fitness_calculated | loss=1.885236 ema_loss=2.005646 fitness=0.227273
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[INFO] fitness_calculated | loss=1.880580 ema_loss=1.999393 fitness=0.227273
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[INFO] fitness_calculated | loss=1.876000 ema_loss=1.993223 fitness=0.227273
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[INFO] fitness_calculated | loss=1.871462 ema_loss=1.987135 fitness=0.227273
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[INFO] fitness_calculated | loss=1.867260 ema_loss=1.981141 fitness=0.227273
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[INFO] fitness_calculated | loss=1.863081 ema_loss=1.975238 fitness=0.227273
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[INFO] fitness_calculated | loss=1.858965 ema_loss=1.969425 fitness=0.227273
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[INFO] fitness_calculated | loss=1.854895 ema_loss=1.963698 fitness=0.227273
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[INFO] fitness_calculated | loss=1.850879 ema_loss=1.958057 fitness=0.227273
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[INFO] fitness_calculated | loss=1.846965 ema_loss=1.952502 fitness=0.227273
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[INFO] fitness_calculated | loss=1.843023 ema_loss=1.947028 fitness=0.227273
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[INFO] fitness_calculated | loss=1.838978 ema_loss=1.941626 fitness=0.227273
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[INFO] fitness_calculated | loss=1.834982 ema_loss=1.936294 fitness=0.227273
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[INFO] fitness_calculated | loss=1.831070 ema_loss=1.931032 fitness=0.227273
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[INFO] fitness_calculated | loss=1.827120 ema_loss=1.925837 fitness=0.227273
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[INFO] fitness_calculated | loss=1.823313 ema_loss=1.920710 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.819461 ema_loss=1.915648 fitness=0.227273
|
|
[INFO] epoch_checkpoint | Epoch 100 | Loss: 1.819461
|
|
[INFO] training_complete | Duration: 218.885900 ms
|
|
[INFO] inference_phase_start | Evaluating model on new test inputs.
|
|
[INFO] inference_perf | Inputs: 5 | Latency: 0.070300 ms
|
|
[INFO] app_finish | Exiting demo successfully.
|
|
[INFO] app_start | Telemetry and Inference demo initialized.
|
|
[INFO] optimizer_initialized | version=0.1.0 pop_size=150
|
|
[INFO] training_start | Beginning neural net optimization with FCES.
|
|
[INFO] auto_calibration_throttled_lr | old=0.002000 new=0.001983
|
|
[INFO] epoch_checkpoint | Epoch 0 | Loss: 3.850326
|
|
[INFO] fitness_calculated | loss=3.810297 ema_loss=3.848324 fitness=0.485162
|
|
[INFO] fitness_calculated | loss=3.770870 ema_loss=3.844452 fitness=0.324162
|
|
[INFO] fitness_calculated | loss=3.731858 ema_loss=3.838822 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.693263 ema_loss=3.831544 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.655043 ema_loss=3.822719 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.617220 ema_loss=3.812444 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.579799 ema_loss=3.800812 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.542497 ema_loss=3.787896 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.505560 ema_loss=3.773779 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.469049 ema_loss=3.758542 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.432886 ema_loss=3.742259 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.397097 ema_loss=3.725001 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.361625 ema_loss=3.706832 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.326559 ema_loss=3.687819 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.292158 ema_loss=3.668036 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.258098 ema_loss=3.647539 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.224360 ema_loss=3.626380 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.190970 ema_loss=3.604609 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.157912 ema_loss=3.582274 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.125174 ema_loss=3.559419 fitness=0.227273
|
|
[INFO] epoch_checkpoint | Epoch 20 | Loss: 3.125174
|
|
[INFO] fitness_calculated | loss=3.092588 ema_loss=3.536078 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.060435 ema_loss=3.512296 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=3.028607 ema_loss=3.488111 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.997104 ema_loss=3.463561 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.965905 ema_loss=3.438678 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.935014 ema_loss=3.413495 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.904450 ema_loss=3.388042 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.874189 ema_loss=3.362350 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.844220 ema_loss=3.336443 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.814568 ema_loss=3.310349 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.785213 ema_loss=3.284092 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.756157 ema_loss=3.257696 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.727417 ema_loss=3.231182 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.698945 ema_loss=3.204570 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.671948 ema_loss=3.177939 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.645304 ema_loss=3.151307 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.618967 ema_loss=3.124690 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.592985 ema_loss=3.098105 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.567293 ema_loss=3.071564 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.541925 ema_loss=3.045082 fitness=0.227273
|
|
[INFO] epoch_checkpoint | Epoch 40 | Loss: 2.541925
|
|
[INFO] fitness_calculated | loss=2.511752 ema_loss=3.018415 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.485690 ema_loss=2.991779 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.459932 ema_loss=2.965187 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.434463 ema_loss=2.938650 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.409294 ema_loss=2.912183 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.384405 ema_loss=2.885794 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.359819 ema_loss=2.859495 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.335456 ema_loss=2.833293 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.311671 ema_loss=2.807212 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.288680 ema_loss=2.781285 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.266437 ema_loss=2.755543 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.244832 ema_loss=2.730007 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.223907 ema_loss=2.704702 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.203429 ema_loss=2.679639 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.180416 ema_loss=2.654677 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.157854 ema_loss=2.629836 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.135754 ema_loss=2.605132 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.114119 ema_loss=2.580581 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.092934 ema_loss=2.556199 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.072201 ema_loss=2.531999 fitness=0.227273
|
|
[INFO] epoch_checkpoint | Epoch 60 | Loss: 2.072201
|
|
[INFO] fitness_calculated | loss=2.056744 ema_loss=2.508236 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.041674 ema_loss=2.484908 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.026848 ema_loss=2.462005 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=2.012563 ema_loss=2.439533 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.998770 ema_loss=2.417495 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.985373 ema_loss=2.395889 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.972396 ema_loss=2.374714 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.957085 ema_loss=2.353832 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.942211 ema_loss=2.333251 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.927753 ema_loss=2.312976 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.913702 ema_loss=2.293012 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.900049 ema_loss=2.273364 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.886784 ema_loss=2.254035 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.873898 ema_loss=2.235028 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.864238 ema_loss=2.216489 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.854834 ema_loss=2.198406 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.845688 ema_loss=2.180770 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.836816 ema_loss=2.163572 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.828173 ema_loss=2.146802 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.819757 ema_loss=2.130450 fitness=0.227273
|
|
[INFO] epoch_checkpoint | Epoch 80 | Loss: 1.819757
|
|
[INFO] fitness_calculated | loss=1.802979 ema_loss=2.114077 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.794958 ema_loss=2.098121 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.787226 ema_loss=2.082576 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.779630 ema_loss=2.067428 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.772303 ema_loss=2.052672 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.765170 ema_loss=2.038297 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.758262 ema_loss=2.024295 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.751149 ema_loss=2.010638 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.744234 ema_loss=1.997317 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.737581 ema_loss=1.984330 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.731127 ema_loss=1.971670 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.724796 ema_loss=1.959326 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.718671 ema_loss=1.947294 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.712638 ema_loss=1.935561 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.707085 ema_loss=1.924137 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.701638 ema_loss=1.913012 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.696284 ema_loss=1.902176 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.691109 ema_loss=1.891622 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.686132 ema_loss=1.881348 fitness=0.227273
|
|
[INFO] fitness_calculated | loss=1.681214 ema_loss=1.871341 fitness=0.227273
|
|
[INFO] epoch_checkpoint | Epoch 100 | Loss: 1.681214
|
|
[INFO] training_complete | Duration: 260.431000 ms
|
|
[INFO] inference_phase_start | Evaluating model on new test inputs.
|
|
[INFO] inference_perf | Inputs: 5 | Latency: 0.073400 ms
|
|
[INFO] app_finish | Exiting demo successfully.
|