FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  335.32         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.368         	|21             	|  322.73         	|  96.247         	|
run_training_batch                 	|  0.30932        	|1000           	|  309.32         	|  92.246         	|
optimizer_step_with_closure_0      	|  0.30735        	|1000           	|  307.35         	|  91.658         	|
training_step_and_backward         	|  0.23503        	|1000           	|  235.03         	|  70.091         	|
backward                           	|  0.11927        	|1000           	|  119.27         	|  35.569         	|
model_forward                      	|  0.11428        	|1000           	|  114.28         	|  34.081         	|
training_step                      	|  0.11411        	|1000           	|  114.11         	|  34.029         	|
get_train_batch                    	|  0.004506       	|1021           	|  4.6006         	|  1.372          	|
fetch_next_train_batch             	|  0.0044863      	|1021           	|  4.5805         	|  1.366          	|
on_train_batch_end                 	|  0.0014888      	|1000           	|  1.4888         	|  0.44399        	|
zero_grad                          	|  0.0014536      	|1000           	|  1.4536         	|  0.43349        	|
training_batch_to_device           	|  0.00027015     	|1000           	|  0.27015        	|  0.080564       	|
on_train_batch_start               	|  0.00010399     	|1000           	|  0.10399        	|  0.031011       	|
on_train_end                       	|  0.024874       	|1              	|  0.024874       	|  0.0074181      	|
on_pretrain_routine_start          	|  0.022603       	|1              	|  0.022603       	|  0.0067406      	|
on_batch_start                     	|  1.9897e-05     	|1000           	|  0.019897       	|  0.0059336      	|
on_after_backward                  	|  1.565e-05      	|1000           	|  0.01565        	|  0.0046673      	|
on_before_zero_grad                	|  1.5082e-05     	|1000           	|  0.015082       	|  0.0044977      	|
on_batch_end                       	|  1.4978e-05     	|1000           	|  0.014978       	|  0.0044669      	|
on_before_backward                 	|  1.1402e-05     	|1000           	|  0.011402       	|  0.0034003      	|
on_before_optimizer_step           	|  1.1168e-05     	|1000           	|  0.011168       	|  0.0033306      	|
on_train_epoch_end                 	|  0.00044393     	|21             	|  0.0093224      	|  0.0027802      	|
on_train_epoch_start               	|  0.00041856     	|21             	|  0.0087897      	|  0.0026213      	|
configure_optimizers               	|  0.0078405      	|1              	|  0.0078405      	|  0.0023382      	|
training_step_end                  	|  7.1267e-06     	|1000           	|  0.0071267      	|  0.0021253      	|
on_train_start                     	|  0.001641       	|1              	|  0.001641       	|  0.00048939     	|
on_epoch_end                       	|  1.4582e-05     	|21             	|  0.00030623     	|  9.1325e-05     	|
on_epoch_start                     	|  1.0857e-05     	|21             	|  0.00022799     	|  6.7991e-05     	|
on_fit_end                         	|  2.753e-05      	|1              	|  2.753e-05      	|  8.2101e-06     	|
setup                              	|  2.2523e-05     	|1              	|  2.2523e-05     	|  6.7169e-06     	|
on_before_accelerator_backend_setup	|  2.0838e-05     	|1              	|  2.0838e-05     	|  6.2143e-06     	|
on_configure_sharded_model         	|  1.9576e-05     	|1              	|  1.9576e-05     	|  5.838e-06      	|
on_pretrain_routine_end            	|  1.8082e-05     	|1              	|  1.8082e-05     	|  5.3925e-06     	|
on_fit_start                       	|  1.695e-05      	|1              	|  1.695e-05      	|  5.0549e-06     	|
teardown                           	|  1.16e-05       	|1              	|  1.16e-05       	|  3.4594e-06     	|
prepare_data                       	|  8.166e-06      	|1              	|  8.166e-06      	|  2.4353e-06     	|
on_train_dataloader                	|  7.412e-06      	|1              	|  7.412e-06      	|  2.2104e-06     	|
configure_sharded_model            	|  6.414e-06      	|1              	|  6.414e-06      	|  1.9128e-06     	|
on_val_dataloader                  	|  6.359e-06      	|1              	|  6.359e-06      	|  1.8964e-06     	|
configure_callbacks                	|  5.958e-06      	|1              	|  5.958e-06      	|  1.7768e-06     	|
