FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  468.27         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.89017        	|500            	|  445.09         	|  95.049         	|
run_training_batch                 	|  0.29493        	|1000           	|  294.93         	|  62.984         	|
optimizer_step_with_closure_0      	|  0.29229        	|1000           	|  292.29         	|  62.419         	|
training_step_and_backward         	|  0.22125        	|1000           	|  221.25         	|  47.248         	|
model_forward                      	|  0.13428        	|1000           	|  134.28         	|  28.677         	|
training_step                      	|  0.13412        	|1000           	|  134.12         	|  28.641         	|
backward                           	|  0.085565       	|1000           	|  85.565         	|  18.273         	|
get_train_batch                    	|  0.028681       	|1500           	|  43.021         	|  9.1873         	|
fetch_next_train_batch             	|  0.028648       	|1500           	|  42.971         	|  9.1767         	|
zero_grad                          	|  0.0013655      	|1000           	|  1.3655         	|  0.29161        	|
on_train_batch_end                 	|  0.0013076      	|1000           	|  1.3076         	|  0.27923        	|
training_batch_to_device           	|  0.00059644     	|1000           	|  0.59644        	|  0.12737        	|
on_train_epoch_start               	|  0.00028182     	|500            	|  0.14091        	|  0.030092       	|
on_train_epoch_end                 	|  0.00027643     	|500            	|  0.13821        	|  0.029516       	|
on_train_batch_start               	|  0.00010654     	|1000           	|  0.10654        	|  0.022753       	|
on_batch_start                     	|  3.4234e-05     	|1000           	|  0.034234       	|  0.0073108      	|
on_train_end                       	|  0.023966       	|1              	|  0.023966       	|  0.005118       	|
on_pretrain_routine_start          	|  0.022354       	|1              	|  0.022354       	|  0.0047738      	|
on_before_zero_grad                	|  2.1656e-05     	|1000           	|  0.021656       	|  0.0046246      	|
on_batch_end                       	|  1.3587e-05     	|1000           	|  0.013587       	|  0.0029015      	|
on_before_optimizer_step           	|  1.2639e-05     	|1000           	|  0.012639       	|  0.002699       	|
on_after_backward                  	|  1.1025e-05     	|1000           	|  0.011025       	|  0.0023543      	|
on_before_backward                 	|  1.0625e-05     	|1000           	|  0.010625       	|  0.0022689      	|
configure_optimizers               	|  0.0091193      	|1              	|  0.0091193      	|  0.0019475      	|
training_step_end                  	|  8.8721e-06     	|1000           	|  0.0088721      	|  0.0018947      	|
on_epoch_start                     	|  1.0797e-05     	|500            	|  0.0053983      	|  0.0011528      	|
on_epoch_end                       	|  1.0738e-05     	|500            	|  0.0053691      	|  0.0011466      	|
on_train_start                     	|  0.00074588     	|1              	|  0.00074588     	|  0.00015928     	|
on_before_accelerator_backend_setup	|  2.2783e-05     	|1              	|  2.2783e-05     	|  4.8654e-06     	|
on_fit_end                         	|  2.2493e-05     	|1              	|  2.2493e-05     	|  4.8034e-06     	|
on_fit_start                       	|  1.8665e-05     	|1              	|  1.8665e-05     	|  3.986e-06      	|
setup                              	|  1.4698e-05     	|1              	|  1.4698e-05     	|  3.1388e-06     	|
on_configure_sharded_model         	|  1.4527e-05     	|1              	|  1.4527e-05     	|  3.1023e-06     	|
on_pretrain_routine_end            	|  1.1461e-05     	|1              	|  1.1461e-05     	|  2.4475e-06     	|
teardown                           	|  1.1121e-05     	|1              	|  1.1121e-05     	|  2.3749e-06     	|
prepare_data                       	|  9.137e-06      	|1              	|  9.137e-06      	|  1.9512e-06     	|
configure_callbacks                	|  5.28e-06       	|1              	|  5.28e-06       	|  1.1276e-06     	|
configure_sharded_model            	|  4.6591e-06     	|1              	|  4.6591e-06     	|  9.9495e-07     	|
on_val_dataloader                  	|  4.6389e-06     	|1              	|  4.6389e-06     	|  9.9065e-07     	|
on_train_dataloader                	|  4.518e-06      	|1              	|  4.518e-06      	|  9.6482e-07     	|
