FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  791.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.8517         	|200            	|  770.34         	|  97.381         	|
run_training_batch                 	|  0.30677        	|1000           	|  306.77         	|  38.779         	|
optimizer_step_with_closure_0      	|  0.30296        	|1000           	|  302.96         	|  38.299         	|
training_step_and_backward         	|  0.23316        	|1000           	|  233.16         	|  29.474         	|
model_forward                      	|  0.11835        	|1000           	|  118.35         	|  14.961         	|
training_step                      	|  0.11813        	|1000           	|  118.13         	|  14.933         	|
backward                           	|  0.11306        	|1000           	|  113.06         	|  14.292         	|
get_train_batch                    	|  0.061019       	|1200           	|  73.223         	|  9.2564         	|
fetch_next_train_batch             	|  0.060986       	|1200           	|  73.183         	|  9.2513         	|
on_train_batch_end                 	|  0.0024372      	|1000           	|  2.4372         	|  0.3081         	|
zero_grad                          	|  0.0017065      	|1000           	|  1.7065         	|  0.21572        	|
training_batch_to_device           	|  0.00043125     	|1000           	|  0.43125        	|  0.054515       	|
on_train_end                       	|  0.11559        	|1              	|  0.11559        	|  0.014613       	|
on_train_batch_start               	|  0.0001068      	|1000           	|  0.1068         	|  0.013501       	|
on_train_epoch_end                 	|  0.00034433     	|200            	|  0.068866       	|  0.0087055      	|
on_train_epoch_start               	|  0.00032928     	|200            	|  0.065856       	|  0.0083251      	|
on_batch_start                     	|  3.3971e-05     	|1000           	|  0.033971       	|  0.0042944      	|
on_after_backward                  	|  3.0599e-05     	|1000           	|  0.030599       	|  0.0038681      	|
configure_optimizers               	|  0.030594       	|1              	|  0.030594       	|  0.0038675      	|
on_pretrain_routine_start          	|  0.023899       	|1              	|  0.023899       	|  0.0030211      	|
on_before_zero_grad                	|  2.1845e-05     	|1000           	|  0.021845       	|  0.0027615      	|
on_batch_end                       	|  1.6761e-05     	|1000           	|  0.016761       	|  0.0021188      	|
on_before_optimizer_step           	|  1.5032e-05     	|1000           	|  0.015032       	|  0.0019002      	|
on_before_backward                 	|  1.3597e-05     	|1000           	|  0.013597       	|  0.0017189      	|
training_step_end                  	|  9.1899e-06     	|1000           	|  0.0091899      	|  0.0011617      	|
on_epoch_end                       	|  1.2922e-05     	|200            	|  0.0025844      	|  0.0003267      	|
on_epoch_start                     	|  1.2017e-05     	|200            	|  0.0024034      	|  0.00030382     	|
on_train_start                     	|  0.0011229      	|1              	|  0.0011229      	|  0.00014195     	|
on_fit_end                         	|  5.8871e-05     	|1              	|  5.8871e-05     	|  7.442e-06      	|
on_fit_start                       	|  4.5726e-05     	|1              	|  4.5726e-05     	|  5.7804e-06     	|
setup                              	|  2.8664e-05     	|1              	|  2.8664e-05     	|  3.6235e-06     	|
on_configure_sharded_model         	|  2.5189e-05     	|1              	|  2.5189e-05     	|  3.1842e-06     	|
on_before_accelerator_backend_setup	|  2.1435e-05     	|1              	|  2.1435e-05     	|  2.7097e-06     	|
on_pretrain_routine_end            	|  1.4843e-05     	|1              	|  1.4843e-05     	|  1.8764e-06     	|
teardown                           	|  1.3962e-05     	|1              	|  1.3962e-05     	|  1.765e-06      	|
configure_sharded_model            	|  9.5125e-06     	|1              	|  9.5125e-06     	|  1.2025e-06     	|
prepare_data                       	|  9.4771e-06     	|1              	|  9.4771e-06     	|  1.198e-06      	|
on_val_dataloader                  	|  9.0096e-06     	|1              	|  9.0096e-06     	|  1.1389e-06     	|
on_train_dataloader                	|  8.3242e-06     	|1              	|  8.3242e-06     	|  1.0523e-06     	|
configure_callbacks                	|  7.8715e-06     	|1              	|  7.8715e-06     	|  9.9507e-07     	|
