|
{ |
|
"best_metric": 0.7875, |
|
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-95", |
|
"epoch": 3.242021276595745, |
|
"eval_steps": 500, |
|
"global_step": 376, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.026595744680851064, |
|
"grad_norm": 12.65776252746582, |
|
"learning_rate": 1.3157894736842106e-05, |
|
"loss": 1.7008, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.05319148936170213, |
|
"grad_norm": 6.046972274780273, |
|
"learning_rate": 2.6315789473684212e-05, |
|
"loss": 0.9981, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.0797872340425532, |
|
"grad_norm": 9.531058311462402, |
|
"learning_rate": 3.9473684210526316e-05, |
|
"loss": 0.9371, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.10638297872340426, |
|
"grad_norm": 6.416304111480713, |
|
"learning_rate": 4.970414201183432e-05, |
|
"loss": 0.8702, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.13297872340425532, |
|
"grad_norm": 4.882875442504883, |
|
"learning_rate": 4.822485207100592e-05, |
|
"loss": 0.5812, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.1595744680851064, |
|
"grad_norm": 3.9771392345428467, |
|
"learning_rate": 4.674556213017752e-05, |
|
"loss": 1.1064, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.18617021276595744, |
|
"grad_norm": 2.8228275775909424, |
|
"learning_rate": 4.5266272189349114e-05, |
|
"loss": 0.6824, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.2127659574468085, |
|
"grad_norm": 2.11715030670166, |
|
"learning_rate": 4.378698224852072e-05, |
|
"loss": 0.5582, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.2393617021276596, |
|
"grad_norm": 1.6437604427337646, |
|
"learning_rate": 4.230769230769231e-05, |
|
"loss": 0.7968, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.2526595744680851, |
|
"eval_accuracy": 0.7875, |
|
"eval_loss": 0.7984516620635986, |
|
"eval_runtime": 15.2987, |
|
"eval_samples_per_second": 10.458, |
|
"eval_steps_per_second": 1.307, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 1.0132978723404256, |
|
"grad_norm": 1.7461698055267334, |
|
"learning_rate": 4.0828402366863904e-05, |
|
"loss": 0.6967, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.0398936170212767, |
|
"grad_norm": 2.8989648818969727, |
|
"learning_rate": 3.934911242603551e-05, |
|
"loss": 0.8106, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.0664893617021276, |
|
"grad_norm": 2.848541021347046, |
|
"learning_rate": 3.7869822485207104e-05, |
|
"loss": 0.741, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0930851063829787, |
|
"grad_norm": 2.6322543621063232, |
|
"learning_rate": 3.63905325443787e-05, |
|
"loss": 0.7027, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.1196808510638299, |
|
"grad_norm": 7.683568954467773, |
|
"learning_rate": 3.49112426035503e-05, |
|
"loss": 0.6579, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.1462765957446808, |
|
"grad_norm": 1.7948863506317139, |
|
"learning_rate": 3.3431952662721895e-05, |
|
"loss": 0.8164, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.172872340425532, |
|
"grad_norm": 1.682706594467163, |
|
"learning_rate": 3.195266272189349e-05, |
|
"loss": 0.6967, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.199468085106383, |
|
"grad_norm": 3.870861530303955, |
|
"learning_rate": 3.047337278106509e-05, |
|
"loss": 0.7218, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.226063829787234, |
|
"grad_norm": 1.6848540306091309, |
|
"learning_rate": 2.8994082840236685e-05, |
|
"loss": 0.7805, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.252659574468085, |
|
"grad_norm": 5.371254920959473, |
|
"learning_rate": 2.751479289940829e-05, |
|
"loss": 0.8744, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.252659574468085, |
|
"eval_accuracy": 0.7875, |
|
"eval_loss": 0.7836956977844238, |
|
"eval_runtime": 11.0004, |
|
"eval_samples_per_second": 14.545, |
|
"eval_steps_per_second": 1.818, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 2.026595744680851, |
|
"grad_norm": 1.314697027206421, |
|
"learning_rate": 2.6035502958579882e-05, |
|
"loss": 0.7122, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.0531914893617023, |
|
"grad_norm": 1.7407877445220947, |
|
"learning_rate": 2.4556213017751482e-05, |
|
"loss": 0.7189, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.0797872340425534, |
|
"grad_norm": 2.266850471496582, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.8913, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.106382978723404, |
|
"grad_norm": 2.1507058143615723, |
|
"learning_rate": 2.1597633136094676e-05, |
|
"loss": 0.8554, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 2.132978723404255, |
|
"grad_norm": 4.038496971130371, |
|
"learning_rate": 2.0118343195266273e-05, |
|
"loss": 0.6919, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.1595744680851063, |
|
"grad_norm": 4.005491256713867, |
|
"learning_rate": 1.8639053254437873e-05, |
|
"loss": 0.7086, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.1861702127659575, |
|
"grad_norm": 3.721208095550537, |
|
"learning_rate": 1.7159763313609466e-05, |
|
"loss": 0.7478, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.2127659574468086, |
|
"grad_norm": 4.95754337310791, |
|
"learning_rate": 1.5680473372781066e-05, |
|
"loss": 0.5457, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.2393617021276597, |
|
"grad_norm": 2.7324411869049072, |
|
"learning_rate": 1.4201183431952663e-05, |
|
"loss": 0.9479, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.252659574468085, |
|
"eval_accuracy": 0.7875, |
|
"eval_loss": 0.7812246084213257, |
|
"eval_runtime": 11.2394, |
|
"eval_samples_per_second": 14.236, |
|
"eval_steps_per_second": 1.779, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 3.0132978723404253, |
|
"grad_norm": 2.182974338531494, |
|
"learning_rate": 1.2721893491124262e-05, |
|
"loss": 0.6173, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 3.0398936170212765, |
|
"grad_norm": 3.512352228164673, |
|
"learning_rate": 1.1242603550295859e-05, |
|
"loss": 0.6313, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.0664893617021276, |
|
"grad_norm": 2.436189651489258, |
|
"learning_rate": 9.763313609467455e-06, |
|
"loss": 0.6465, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 3.0930851063829787, |
|
"grad_norm": 4.008547782897949, |
|
"learning_rate": 8.284023668639054e-06, |
|
"loss": 0.8407, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 3.11968085106383, |
|
"grad_norm": 4.314539909362793, |
|
"learning_rate": 6.8047337278106515e-06, |
|
"loss": 0.7826, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 3.146276595744681, |
|
"grad_norm": 2.1060965061187744, |
|
"learning_rate": 5.325443786982249e-06, |
|
"loss": 0.8714, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 3.172872340425532, |
|
"grad_norm": 3.250807046890259, |
|
"learning_rate": 3.846153846153847e-06, |
|
"loss": 0.6124, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 3.199468085106383, |
|
"grad_norm": 4.283337593078613, |
|
"learning_rate": 2.366863905325444e-06, |
|
"loss": 0.8395, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 3.226063829787234, |
|
"grad_norm": 4.142538070678711, |
|
"learning_rate": 8.875739644970415e-07, |
|
"loss": 0.8282, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 3.242021276595745, |
|
"eval_accuracy": 0.7875, |
|
"eval_loss": 0.7884188294410706, |
|
"eval_runtime": 11.8341, |
|
"eval_samples_per_second": 13.52, |
|
"eval_steps_per_second": 1.69, |
|
"step": 376 |
|
}, |
|
{ |
|
"epoch": 3.242021276595745, |
|
"step": 376, |
|
"total_flos": 3.7220613152994755e+18, |
|
"train_loss": 0.785655234088289, |
|
"train_runtime": 616.1212, |
|
"train_samples_per_second": 4.882, |
|
"train_steps_per_second": 0.61 |
|
}, |
|
{ |
|
"epoch": 3.242021276595745, |
|
"eval_accuracy": 0.7633136094674556, |
|
"eval_loss": 0.8817278742790222, |
|
"eval_runtime": 19.9254, |
|
"eval_samples_per_second": 8.482, |
|
"eval_steps_per_second": 1.104, |
|
"step": 376 |
|
}, |
|
{ |
|
"epoch": 3.242021276595745, |
|
"eval_accuracy": 0.7633136094674556, |
|
"eval_loss": 0.8817277550697327, |
|
"eval_runtime": 14.8211, |
|
"eval_samples_per_second": 11.403, |
|
"eval_steps_per_second": 1.484, |
|
"step": 376 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 376, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 9223372036854775807, |
|
"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": 3.7220613152994755e+18, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|