diff --git a/telemetry.log b/telemetry.log index a0308fc..e61bb9d 100644 --- a/telemetry.log +++ b/telemetry.log @@ -224,3 +224,117 @@ [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.