{ "best_metric": 0.5859972834587097, "best_model_checkpoint": "facial_emotions_image_detection/checkpoint-15740", "epoch": 10.0, "eval_steps": 500, "global_step": 15740, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.32, "learning_rate": 9.7131931166348e-06, "loss": 1.5691, "step": 500 }, { "epoch": 0.64, "learning_rate": 9.394518801784576e-06, "loss": 1.1566, "step": 1000 }, { "epoch": 0.95, "learning_rate": 9.075844486934355e-06, "loss": 1.005, "step": 1500 }, { "epoch": 1.0, "eval_accuracy": 0.6603098927294399, "eval_loss": 1.0014679431915283, "eval_runtime": 113.4351, "eval_samples_per_second": 110.944, "eval_steps_per_second": 13.876, "step": 1574 }, { "epoch": 1.27, "learning_rate": 8.757170172084131e-06, "loss": 0.9148, "step": 2000 }, { "epoch": 1.59, "learning_rate": 8.438495857233908e-06, "loss": 0.8522, "step": 2500 }, { "epoch": 1.91, "learning_rate": 8.119821542383684e-06, "loss": 0.8063, "step": 3000 }, { "epoch": 2.0, "eval_accuracy": 0.7133889551052841, "eval_loss": 0.8330217003822327, "eval_runtime": 108.2894, "eval_samples_per_second": 116.216, "eval_steps_per_second": 14.535, "step": 3148 }, { "epoch": 2.22, "learning_rate": 7.80114722753346e-06, "loss": 0.7566, "step": 3500 }, { "epoch": 2.54, "learning_rate": 7.482472912683239e-06, "loss": 0.7097, "step": 4000 }, { "epoch": 2.86, "learning_rate": 7.163798597833015e-06, "loss": 0.7016, "step": 4500 }, { "epoch": 3.0, "eval_accuracy": 0.7423917361938817, "eval_loss": 0.7428602576255798, "eval_runtime": 107.858, "eval_samples_per_second": 116.681, "eval_steps_per_second": 14.593, "step": 4722 }, { "epoch": 3.18, "learning_rate": 6.8451242829827925e-06, "loss": 0.6608, "step": 5000 }, { "epoch": 3.49, "learning_rate": 6.526449968132569e-06, "loss": 0.6235, "step": 5500 }, { "epoch": 3.81, "learning_rate": 6.207775653282346e-06, "loss": 0.6138, "step": 6000 }, { "epoch": 4.0, "eval_accuracy": 0.7507350019864919, "eval_loss": 0.7060629725456238, "eval_runtime": 109.3785, "eval_samples_per_second": 115.059, "eval_steps_per_second": 14.39, "step": 6296 }, { "epoch": 4.13, "learning_rate": 5.889101338432123e-06, "loss": 0.5723, "step": 6500 }, { "epoch": 4.45, "learning_rate": 5.5704270235819e-06, "loss": 0.5429, "step": 7000 }, { "epoch": 4.76, "learning_rate": 5.251752708731677e-06, "loss": 0.5403, "step": 7500 }, { "epoch": 5.0, "eval_accuracy": 0.7726658720699245, "eval_loss": 0.6644242405891418, "eval_runtime": 108.6283, "eval_samples_per_second": 115.854, "eval_steps_per_second": 14.49, "step": 7870 }, { "epoch": 5.08, "learning_rate": 4.933078393881454e-06, "loss": 0.5112, "step": 8000 }, { "epoch": 5.4, "learning_rate": 4.61440407903123e-06, "loss": 0.4647, "step": 8500 }, { "epoch": 5.72, "learning_rate": 4.295729764181008e-06, "loss": 0.4584, "step": 9000 }, { "epoch": 6.0, "eval_accuracy": 0.7871275327771157, "eval_loss": 0.6358364820480347, "eval_runtime": 108.2696, "eval_samples_per_second": 116.238, "eval_steps_per_second": 14.538, "step": 9444 }, { "epoch": 6.04, "learning_rate": 3.977055449330784e-06, "loss": 0.4567, "step": 9500 }, { "epoch": 6.35, "learning_rate": 3.6583811344805616e-06, "loss": 0.4134, "step": 10000 }, { "epoch": 6.67, "learning_rate": 3.339706819630338e-06, "loss": 0.3957, "step": 10500 }, { "epoch": 6.99, "learning_rate": 3.021032504780115e-06, "loss": 0.3991, "step": 11000 }, { "epoch": 7.0, "eval_accuracy": 0.800238379022646, "eval_loss": 0.6062497496604919, "eval_runtime": 108.4345, "eval_samples_per_second": 116.061, "eval_steps_per_second": 14.516, "step": 11018 }, { "epoch": 7.31, "learning_rate": 2.702358189929892e-06, "loss": 0.3545, "step": 11500 }, { "epoch": 7.62, "learning_rate": 2.3836838750796687e-06, "loss": 0.3538, "step": 12000 }, { "epoch": 7.94, "learning_rate": 2.0650095602294456e-06, "loss": 0.3544, "step": 12500 }, { "epoch": 8.0, "eval_accuracy": 0.8045292014302742, "eval_loss": 0.6008493900299072, "eval_runtime": 110.3834, "eval_samples_per_second": 114.012, "eval_steps_per_second": 14.259, "step": 12592 }, { "epoch": 8.26, "learning_rate": 1.7463352453792225e-06, "loss": 0.3183, "step": 13000 }, { "epoch": 8.58, "learning_rate": 1.4276609305289997e-06, "loss": 0.3218, "step": 13500 }, { "epoch": 8.89, "learning_rate": 1.1089866156787763e-06, "loss": 0.3184, "step": 14000 }, { "epoch": 9.0, "eval_accuracy": 0.8116805721096544, "eval_loss": 0.590340256690979, "eval_runtime": 108.9419, "eval_samples_per_second": 115.52, "eval_steps_per_second": 14.448, "step": 14166 }, { "epoch": 9.21, "learning_rate": 7.903123008285534e-07, "loss": 0.3054, "step": 14500 }, { "epoch": 9.53, "learning_rate": 4.7163798597833015e-07, "loss": 0.2813, "step": 15000 }, { "epoch": 9.85, "learning_rate": 1.5296367112810708e-07, "loss": 0.2984, "step": 15500 }, { "epoch": 10.0, "eval_accuracy": 0.8162097735399285, "eval_loss": 0.5859972834587097, "eval_runtime": 111.4622, "eval_samples_per_second": 112.908, "eval_steps_per_second": 14.121, "step": 15740 } ], "logging_steps": 500, "max_steps": 15740, "num_train_epochs": 10, "save_steps": 500, "total_flos": 3.900966581033497e+19, "trial_name": null, "trial_params": null }