{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.023529411764705882, "eval_steps": 500, "global_step": 10, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.023529411764705882, "eval_accuracy_construction-bridge": 0.0, "eval_accuracy_construction-building": 0.009783474709557422, "eval_accuracy_construction-door": 0.1165235799129719, "eval_accuracy_construction-fenceguardrail": 0.0, "eval_accuracy_construction-stairs": 0.06594900734016235, "eval_accuracy_construction-tunnel": NaN, "eval_accuracy_construction-wall": 2.08593858371028e-05, "eval_accuracy_flat-crosswalk": 0.27600461118901576, "eval_accuracy_flat-curb": 0.0013180809695350335, "eval_accuracy_flat-cyclinglane": 0.04115738848210556, "eval_accuracy_flat-parkingdriveway": 0.00017644834324855962, "eval_accuracy_flat-railtrack": NaN, "eval_accuracy_flat-road": 0.37377806792358265, "eval_accuracy_flat-sidewalk": 0.8070387990710152, "eval_accuracy_human-person": 0.007255012043392434, "eval_accuracy_human-rider": 0.0, "eval_accuracy_nature-terrain": 0.028703858189079643, "eval_accuracy_nature-vegetation": 0.9259640201433931, "eval_accuracy_object-pole": 0.043847489304410216, "eval_accuracy_object-trafficlight": 0.0, "eval_accuracy_object-trafficsign": 0.0, "eval_accuracy_sky": 0.0, "eval_accuracy_unlabeled": NaN, "eval_accuracy_vehicle-bicycle": 0.0, "eval_accuracy_vehicle-bus": 0.0, "eval_accuracy_vehicle-car": 0.9824735334826391, "eval_accuracy_vehicle-caravan": 0.0, "eval_accuracy_vehicle-cartrailer": 0.0, "eval_accuracy_vehicle-motorcycle": 0.0, "eval_accuracy_vehicle-tramtrain": NaN, "eval_accuracy_vehicle-truck": 0.0, "eval_accuracy_void-dynamic": 0.0, "eval_accuracy_void-ground": 0.0, "eval_accuracy_void-static": 0.003625569495004689, "eval_accuracy_void-unclear": 0.0, "eval_iou_construction-bridge": 0.0, "eval_iou_construction-building": 0.009598023726658564, "eval_iou_construction-door": 0.0316986516555571, "eval_iou_construction-fenceguardrail": 0.0, "eval_iou_construction-stairs": 0.010315872627517202, "eval_iou_construction-tunnel": 0.0, "eval_iou_construction-wall": 2.0859168282383076e-05, "eval_iou_flat-crosswalk": 0.08059134229727716, "eval_iou_flat-curb": 0.0013033878500366763, "eval_iou_flat-cyclinglane": 0.039447437652289565, "eval_iou_flat-parkingdriveway": 0.00013158575526710313, "eval_iou_flat-railtrack": 0.0, "eval_iou_flat-road": 0.24567520516165328, "eval_iou_flat-sidewalk": 0.686241001805246, "eval_iou_human-person": 0.004403097776028947, "eval_iou_human-rider": 0.0, "eval_iou_nature-terrain": 0.025451918440565265, "eval_iou_nature-vegetation": 0.5656384230954149, "eval_iou_object-pole": 0.02261017909097968, "eval_iou_object-trafficlight": 0.0, "eval_iou_object-trafficsign": 0.0, "eval_iou_sky": 0.0, "eval_iou_unlabeled": 0.0, "eval_iou_vehicle-bicycle": 0.0, "eval_iou_vehicle-bus": 0.0, "eval_iou_vehicle-car": 0.3160066347720212, "eval_iou_vehicle-caravan": 0.0, "eval_iou_vehicle-cartrailer": 0.0, "eval_iou_vehicle-motorcycle": 0.0, "eval_iou_vehicle-tramtrain": 0.0, "eval_iou_vehicle-truck": 0.0, "eval_iou_void-dynamic": 0.0, "eval_iou_void-ground": 0.0, "eval_iou_void-static": 0.003093484990402426, "eval_iou_void-unclear": 0.0, "eval_loss": 3.790294647216797, "eval_mean_accuracy": 0.11882644516080486, "eval_mean_iou": 0.05834934588186279, "eval_overall_accuracy": 0.5137844988859662, "eval_runtime": 125.1523, "eval_samples_per_second": 1.199, "eval_steps_per_second": 0.599, "step": 10 }, { "epoch": 0.023529411764705882, "step": 10, "total_flos": 2.407808876544e+16, "train_loss": 4.3353431701660154, "train_runtime": 176.0423, "train_samples_per_second": 0.114, "train_steps_per_second": 0.057 } ], "logging_steps": 100, "max_steps": 10, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.407808876544e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }