FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  627.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6308         	|167            	|  606.35         	|  96.693         	|
run_training_batch                 	|  0.24386        	|1000           	|  243.86         	|  38.888         	|
optimizer_step_with_closure_0      	|  0.24169        	|1000           	|  241.69         	|  38.542         	|
training_step_and_backward         	|  0.1818         	|1000           	|  181.8          	|  28.991         	|
model_forward                      	|  0.094778       	|1000           	|  94.778         	|  15.114         	|
training_step                      	|  0.094551       	|1000           	|  94.551         	|  15.078         	|
backward                           	|  0.085707       	|1000           	|  85.707         	|  13.667         	|
get_train_batch                    	|  0.066304       	|1167           	|  77.377         	|  12.339         	|
fetch_next_train_batch             	|  0.066277       	|1167           	|  77.345         	|  12.334         	|
on_train_batch_end                 	|  0.001633       	|1000           	|  1.633          	|  0.26041        	|
zero_grad                          	|  0.0012845      	|1000           	|  1.2845         	|  0.20484        	|
training_batch_to_device           	|  0.00040331     	|1000           	|  0.40331        	|  0.064314       	|
on_train_batch_start               	|  9.4289e-05     	|1000           	|  0.094289       	|  0.015036       	|
on_train_epoch_start               	|  0.00031785     	|167            	|  0.053081       	|  0.0084646      	|
on_train_epoch_end                 	|  0.00031184     	|167            	|  0.052077       	|  0.0083045      	|
on_train_end                       	|  0.043767       	|1              	|  0.043767       	|  0.0069794      	|
on_batch_start                     	|  2.8758e-05     	|1000           	|  0.028758       	|  0.0045859      	|
on_pretrain_routine_start          	|  0.021455       	|1              	|  0.021455       	|  0.0034213      	|
on_after_backward                  	|  1.8359e-05     	|1000           	|  0.018359       	|  0.0029277      	|
on_before_zero_grad                	|  1.6021e-05     	|1000           	|  0.016021       	|  0.0025547      	|
on_batch_end                       	|  1.4905e-05     	|1000           	|  0.014905       	|  0.0023769      	|
on_before_optimizer_step           	|  1.2292e-05     	|1000           	|  0.012292       	|  0.0019602      	|
on_before_backward                 	|  1.1355e-05     	|1000           	|  0.011355       	|  0.0018107      	|
configure_optimizers               	|  0.010506       	|1              	|  0.010506       	|  0.0016753      	|
training_step_end                  	|  6.5712e-06     	|1000           	|  0.0065712      	|  0.0010479      	|
on_epoch_end                       	|  1.0954e-05     	|167            	|  0.0018294      	|  0.00029172     	|
on_epoch_start                     	|  1.0646e-05     	|167            	|  0.0017778      	|  0.0002835      	|
on_train_start                     	|  0.0016211      	|1              	|  0.0016211      	|  0.00025852     	|
on_fit_start                       	|  4.5409e-05     	|1              	|  4.5409e-05     	|  7.2413e-06     	|
on_fit_end                         	|  2.6919e-05     	|1              	|  2.6919e-05     	|  4.2927e-06     	|
on_before_accelerator_backend_setup	|  2.6772e-05     	|1              	|  2.6772e-05     	|  4.2692e-06     	|
setup                              	|  2.452e-05      	|1              	|  2.452e-05      	|  3.9101e-06     	|
on_configure_sharded_model         	|  2.0316e-05     	|1              	|  2.0316e-05     	|  3.2397e-06     	|
teardown                           	|  1.5795e-05     	|1              	|  1.5795e-05     	|  2.5188e-06     	|
on_pretrain_routine_end            	|  1.2295e-05     	|1              	|  1.2295e-05     	|  1.9607e-06     	|
configure_callbacks                	|  1.0252e-05     	|1              	|  1.0252e-05     	|  1.6348e-06     	|
prepare_data                       	|  9.2797e-06     	|1              	|  9.2797e-06     	|  1.4798e-06     	|
on_val_dataloader                  	|  7.0706e-06     	|1              	|  7.0706e-06     	|  1.1275e-06     	|
on_train_dataloader                	|  7.0129e-06     	|1              	|  7.0129e-06     	|  1.1183e-06     	|
configure_sharded_model            	|  6.2771e-06     	|1              	|  6.2771e-06     	|  1.001e-06      	|
