{ "best_metric": 0.9090909090909091, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset-nimeshbuddhika/checkpoint-1350", "epoch": 9.1, "global_step": 1500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 3.3333333333333335e-05, "loss": 2.4285, "step": 100 }, { "epoch": 0.1, "eval_accuracy": 0.20320855614973263, "eval_loss": 2.118558406829834, "eval_runtime": 43.6317, "eval_samples_per_second": 4.286, "eval_steps_per_second": 2.154, "step": 150 }, { "epoch": 1.03, "learning_rate": 4.814814814814815e-05, "loss": 1.6775, "step": 200 }, { "epoch": 1.1, "learning_rate": 4.4444444444444447e-05, "loss": 0.9154, "step": 300 }, { "epoch": 1.1, "eval_accuracy": 0.6042780748663101, "eval_loss": 1.1913264989852905, "eval_runtime": 43.6901, "eval_samples_per_second": 4.28, "eval_steps_per_second": 2.152, "step": 300 }, { "epoch": 2.07, "learning_rate": 4.074074074074074e-05, "loss": 0.4498, "step": 400 }, { "epoch": 2.1, "eval_accuracy": 0.8823529411764706, "eval_loss": 0.37695419788360596, "eval_runtime": 43.5293, "eval_samples_per_second": 4.296, "eval_steps_per_second": 2.159, "step": 450 }, { "epoch": 3.03, "learning_rate": 3.7037037037037037e-05, "loss": 0.3165, "step": 500 }, { "epoch": 3.1, "learning_rate": 3.3333333333333335e-05, "loss": 0.3012, "step": 600 }, { "epoch": 3.1, "eval_accuracy": 0.8663101604278075, "eval_loss": 0.39042213559150696, "eval_runtime": 33.9376, "eval_samples_per_second": 5.51, "eval_steps_per_second": 2.77, "step": 600 }, { "epoch": 4.07, "learning_rate": 2.962962962962963e-05, "loss": 0.1458, "step": 700 }, { "epoch": 4.1, "eval_accuracy": 0.7967914438502673, "eval_loss": 0.8938174843788147, "eval_runtime": 39.5211, "eval_samples_per_second": 4.732, "eval_steps_per_second": 2.378, "step": 750 }, { "epoch": 5.03, "learning_rate": 2.5925925925925925e-05, "loss": 0.0895, "step": 800 }, { "epoch": 5.1, "learning_rate": 2.2222222222222223e-05, "loss": 0.0464, "step": 900 }, { "epoch": 5.1, "eval_accuracy": 0.8556149732620321, "eval_loss": 0.6180762052536011, "eval_runtime": 43.0074, "eval_samples_per_second": 4.348, "eval_steps_per_second": 2.186, "step": 900 }, { "epoch": 6.07, "learning_rate": 1.8518518518518518e-05, "loss": 0.0274, "step": 1000 }, { "epoch": 6.1, "eval_accuracy": 0.8074866310160428, "eval_loss": 0.7182068228721619, "eval_runtime": 42.9074, "eval_samples_per_second": 4.358, "eval_steps_per_second": 2.191, "step": 1050 }, { "epoch": 7.03, "learning_rate": 1.4814814814814815e-05, "loss": 0.0189, "step": 1100 }, { "epoch": 7.1, "learning_rate": 1.1111111111111112e-05, "loss": 0.0022, "step": 1200 }, { "epoch": 7.1, "eval_accuracy": 0.8716577540106952, "eval_loss": 0.45252320170402527, "eval_runtime": 43.1934, "eval_samples_per_second": 4.329, "eval_steps_per_second": 2.176, "step": 1200 }, { "epoch": 8.07, "learning_rate": 7.4074074074074075e-06, "loss": 0.0302, "step": 1300 }, { "epoch": 8.1, "eval_accuracy": 0.9090909090909091, "eval_loss": 0.31720033288002014, "eval_runtime": 43.0746, "eval_samples_per_second": 4.341, "eval_steps_per_second": 2.182, "step": 1350 }, { "epoch": 9.03, "learning_rate": 3.7037037037037037e-06, "loss": 0.003, "step": 1400 }, { "epoch": 9.1, "learning_rate": 0.0, "loss": 0.0166, "step": 1500 }, { "epoch": 9.1, "eval_accuracy": 0.8983957219251337, "eval_loss": 0.28981590270996094, "eval_runtime": 43.1833, "eval_samples_per_second": 4.33, "eval_steps_per_second": 2.177, "step": 1500 }, { "epoch": 9.1, "step": 1500, "total_flos": 3.738527145787392e+18, "train_loss": 0.4312617871661981, "train_runtime": 1888.5613, "train_samples_per_second": 1.589, "train_steps_per_second": 0.794 }, { "epoch": 9.1, "eval_accuracy": 0.9730941704035875, "eval_loss": 0.10973779112100601, "eval_runtime": 51.205, "eval_samples_per_second": 4.355, "eval_steps_per_second": 2.187, "step": 1500 }, { "epoch": 9.1, "eval_accuracy": 0.9730941704035875, "eval_loss": 0.10973779112100601, "eval_runtime": 50.2397, "eval_samples_per_second": 4.439, "eval_steps_per_second": 2.229, "step": 1500 } ], "max_steps": 1500, "num_train_epochs": 9223372036854775807, "total_flos": 3.738527145787392e+18, "trial_name": null, "trial_params": null }