{ "best_metric": 0.9278931617736816, "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l58-l/checkpoint-14500", "epoch": 2.671333824613117, "eval_steps": 500, "global_step": 14500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.09211495946941783, "grad_norm": 19.808820724487305, "learning_rate": 4.84647506755097e-08, "loss": 0.3758, "step": 500 }, { "epoch": 0.09211495946941783, "eval_loss": 1.418845295906067, "eval_runtime": 75.2377, "eval_samples_per_second": 16.042, "eval_steps_per_second": 2.007, "step": 500 }, { "epoch": 0.18422991893883567, "grad_norm": 76.37991333007812, "learning_rate": 4.69295013510194e-08, "loss": 0.4108, "step": 1000 }, { "epoch": 0.18422991893883567, "eval_loss": 1.3513683080673218, "eval_runtime": 74.9686, "eval_samples_per_second": 16.1, "eval_steps_per_second": 2.014, "step": 1000 }, { "epoch": 0.2763448784082535, "grad_norm": 0.5795987844467163, "learning_rate": 4.539425202652911e-08, "loss": 0.4335, "step": 1500 }, { "epoch": 0.2763448784082535, "eval_loss": 1.2895005941390991, "eval_runtime": 76.713, "eval_samples_per_second": 15.734, "eval_steps_per_second": 1.968, "step": 1500 }, { "epoch": 0.36845983787767134, "grad_norm": 0.1463615745306015, "learning_rate": 4.385900270203881e-08, "loss": 0.3436, "step": 2000 }, { "epoch": 0.36845983787767134, "eval_loss": 1.2414860725402832, "eval_runtime": 76.9749, "eval_samples_per_second": 15.68, "eval_steps_per_second": 1.962, "step": 2000 }, { "epoch": 0.46057479734708917, "grad_norm": 323.8576354980469, "learning_rate": 4.232375337754851e-08, "loss": 0.366, "step": 2500 }, { "epoch": 0.46057479734708917, "eval_loss": 1.1949334144592285, "eval_runtime": 77.0381, "eval_samples_per_second": 15.668, "eval_steps_per_second": 1.96, "step": 2500 }, { "epoch": 0.552689756816507, "grad_norm": 339.28533935546875, "learning_rate": 4.078850405305821e-08, "loss": 0.3191, "step": 3000 }, { "epoch": 0.552689756816507, "eval_loss": 1.1560280323028564, "eval_runtime": 77.0026, "eval_samples_per_second": 15.675, "eval_steps_per_second": 1.961, "step": 3000 }, { "epoch": 0.6448047162859248, "grad_norm": 60.27859878540039, "learning_rate": 3.925325472856792e-08, "loss": 0.2779, "step": 3500 }, { "epoch": 0.6448047162859248, "eval_loss": 1.1233855485916138, "eval_runtime": 76.9006, "eval_samples_per_second": 15.696, "eval_steps_per_second": 1.964, "step": 3500 }, { "epoch": 0.7369196757553427, "grad_norm": 18.268455505371094, "learning_rate": 3.7718005404077616e-08, "loss": 0.2942, "step": 4000 }, { "epoch": 0.7369196757553427, "eval_loss": 1.0993207693099976, "eval_runtime": 77.2834, "eval_samples_per_second": 15.618, "eval_steps_per_second": 1.954, "step": 4000 }, { "epoch": 0.8290346352247605, "grad_norm": 505.22723388671875, "learning_rate": 3.6182756079587324e-08, "loss": 0.2615, "step": 4500 }, { "epoch": 0.8290346352247605, "eval_loss": 1.080470085144043, "eval_runtime": 77.1214, "eval_samples_per_second": 15.651, "eval_steps_per_second": 1.958, "step": 4500 }, { "epoch": 0.9211495946941783, "grad_norm": 1.2971173524856567, "learning_rate": 3.4647506755097025e-08, "loss": 0.2715, "step": 5000 }, { "epoch": 0.9211495946941783, "eval_loss": 1.0614728927612305, "eval_runtime": 77.2982, "eval_samples_per_second": 15.615, "eval_steps_per_second": 1.953, "step": 5000 }, { "epoch": 1.013264554163596, "grad_norm": 0.17611829936504364, "learning_rate": 3.3112257430606727e-08, "loss": 0.2509, "step": 5500 }, { "epoch": 1.013264554163596, "eval_loss": 1.0461839437484741, "eval_runtime": 75.3494, "eval_samples_per_second": 16.019, "eval_steps_per_second": 2.004, "step": 5500 }, { "epoch": 1.105379513633014, "grad_norm": 228.2562713623047, "learning_rate": 3.1577008106116435e-08, "loss": 0.2653, "step": 6000 }, { "epoch": 1.105379513633014, "eval_loss": 1.0305675268173218, "eval_runtime": 77.0542, "eval_samples_per_second": 15.664, "eval_steps_per_second": 1.96, "step": 6000 }, { "epoch": 1.1974944731024317, "grad_norm": 432.4784240722656, "learning_rate": 3.0041758781626136e-08, "loss": 0.2199, "step": 6500 }, { "epoch": 1.1974944731024317, "eval_loss": 1.0182703733444214, "eval_runtime": 76.296, "eval_samples_per_second": 15.82, "eval_steps_per_second": 1.979, "step": 6500 }, { "epoch": 1.2896094325718497, "grad_norm": 0.6385967135429382, "learning_rate": 2.8506509457135834e-08, "loss": 0.1844, "step": 7000 }, { "epoch": 1.2896094325718497, "eval_loss": 1.0078601837158203, "eval_runtime": 76.5441, "eval_samples_per_second": 15.769, "eval_steps_per_second": 1.973, "step": 7000 }, { "epoch": 1.3817243920412676, "grad_norm": 57.47743606567383, "learning_rate": 2.697126013264554e-08, "loss": 0.2143, "step": 7500 }, { "epoch": 1.3817243920412676, "eval_loss": 0.9969784617424011, "eval_runtime": 75.6186, "eval_samples_per_second": 15.962, "eval_steps_per_second": 1.997, "step": 7500 }, { "epoch": 1.4738393515106853, "grad_norm": 0.11704438179731369, "learning_rate": 2.5436010808155244e-08, "loss": 0.2011, "step": 8000 }, { "epoch": 1.4738393515106853, "eval_loss": 0.9886976480484009, "eval_runtime": 75.238, "eval_samples_per_second": 16.042, "eval_steps_per_second": 2.007, "step": 8000 }, { "epoch": 1.565954310980103, "grad_norm": 39.71356964111328, "learning_rate": 2.3900761483664948e-08, "loss": 0.1995, "step": 8500 }, { "epoch": 1.565954310980103, "eval_loss": 0.980699360370636, "eval_runtime": 75.7533, "eval_samples_per_second": 15.933, "eval_steps_per_second": 1.993, "step": 8500 }, { "epoch": 1.658069270449521, "grad_norm": 0.09355564415454865, "learning_rate": 2.236551215917465e-08, "loss": 0.2493, "step": 9000 }, { "epoch": 1.658069270449521, "eval_loss": 0.9733120203018188, "eval_runtime": 75.1219, "eval_samples_per_second": 16.067, "eval_steps_per_second": 2.01, "step": 9000 }, { "epoch": 1.750184229918939, "grad_norm": 0.12566468119621277, "learning_rate": 2.083026283468435e-08, "loss": 0.2192, "step": 9500 }, { "epoch": 1.750184229918939, "eval_loss": 0.966866672039032, "eval_runtime": 76.5812, "eval_samples_per_second": 15.761, "eval_steps_per_second": 1.972, "step": 9500 }, { "epoch": 1.8422991893883567, "grad_norm": 1.9423623085021973, "learning_rate": 1.9295013510194056e-08, "loss": 0.1882, "step": 10000 }, { "epoch": 1.8422991893883567, "eval_loss": 0.9616385698318481, "eval_runtime": 75.5454, "eval_samples_per_second": 15.977, "eval_steps_per_second": 1.999, "step": 10000 }, { "epoch": 1.9344141488577744, "grad_norm": 0.12048076093196869, "learning_rate": 1.7759764185703757e-08, "loss": 0.2193, "step": 10500 }, { "epoch": 1.9344141488577744, "eval_loss": 0.9550592303276062, "eval_runtime": 75.1134, "eval_samples_per_second": 16.069, "eval_steps_per_second": 2.01, "step": 10500 }, { "epoch": 2.026529108327192, "grad_norm": 0.19933176040649414, "learning_rate": 1.622451486121346e-08, "loss": 0.2148, "step": 11000 }, { "epoch": 2.026529108327192, "eval_loss": 0.9494845271110535, "eval_runtime": 76.2803, "eval_samples_per_second": 15.823, "eval_steps_per_second": 1.98, "step": 11000 }, { "epoch": 2.1186440677966103, "grad_norm": 13.599303245544434, "learning_rate": 1.4689265536723163e-08, "loss": 0.1975, "step": 11500 }, { "epoch": 2.1186440677966103, "eval_loss": 0.9449298977851868, "eval_runtime": 75.6422, "eval_samples_per_second": 15.957, "eval_steps_per_second": 1.996, "step": 11500 }, { "epoch": 2.210759027266028, "grad_norm": 0.8174373507499695, "learning_rate": 1.3154016212232866e-08, "loss": 0.1791, "step": 12000 }, { "epoch": 2.210759027266028, "eval_loss": 0.940927267074585, "eval_runtime": 75.2379, "eval_samples_per_second": 16.042, "eval_steps_per_second": 2.007, "step": 12000 }, { "epoch": 2.3028739867354457, "grad_norm": 705.062744140625, "learning_rate": 1.161876688774257e-08, "loss": 0.2057, "step": 12500 }, { "epoch": 2.3028739867354457, "eval_loss": 0.9382032155990601, "eval_runtime": 76.1075, "eval_samples_per_second": 15.859, "eval_steps_per_second": 1.984, "step": 12500 }, { "epoch": 2.3949889462048635, "grad_norm": 0.7270774841308594, "learning_rate": 1.0083517563252273e-08, "loss": 0.2037, "step": 13000 }, { "epoch": 2.3949889462048635, "eval_loss": 0.9352426528930664, "eval_runtime": 75.5821, "eval_samples_per_second": 15.969, "eval_steps_per_second": 1.998, "step": 13000 }, { "epoch": 2.4871039056742816, "grad_norm": 2.034397602081299, "learning_rate": 8.548268238761974e-09, "loss": 0.2011, "step": 13500 }, { "epoch": 2.4871039056742816, "eval_loss": 0.9317955374717712, "eval_runtime": 75.3697, "eval_samples_per_second": 16.014, "eval_steps_per_second": 2.003, "step": 13500 }, { "epoch": 2.5792188651436994, "grad_norm": 299.313232421875, "learning_rate": 7.013018914271678e-09, "loss": 0.1551, "step": 14000 }, { "epoch": 2.5792188651436994, "eval_loss": 0.9295068979263306, "eval_runtime": 76.109, "eval_samples_per_second": 15.859, "eval_steps_per_second": 1.984, "step": 14000 }, { "epoch": 2.671333824613117, "grad_norm": 0.04151364788413048, "learning_rate": 5.47776958978138e-09, "loss": 0.1565, "step": 14500 }, { "epoch": 2.671333824613117, "eval_loss": 0.9278931617736816, "eval_runtime": 75.8114, "eval_samples_per_second": 15.921, "eval_steps_per_second": 1.992, "step": 14500 } ], "logging_steps": 500, "max_steps": 16284, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 5217215609972520.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }