114 lines
8.2 KiB
Plaintext
114 lines
8.2 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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