FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.71         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.809         	|25             	|  370.22         	|  94.034         	|
run_training_batch                 	|  0.35763        	|1000           	|  357.63         	|  90.836         	|
optimizer_step_with_closure_0      	|  0.35503        	|1000           	|  355.03         	|  90.175         	|
training_step_and_backward         	|  0.27572        	|1000           	|  275.72         	|  70.031         	|
model_forward                      	|  0.16296        	|1000           	|  162.96         	|  41.391         	|
training_step                      	|  0.16282        	|1000           	|  162.82         	|  41.356         	|
backward                           	|  0.11142        	|1000           	|  111.42         	|  28.299         	|
get_train_batch                    	|  0.004277       	|1025           	|  4.3839         	|  1.1135         	|
fetch_next_train_batch             	|  0.0042596      	|1025           	|  4.3661         	|  1.109          	|
zero_grad                          	|  0.0013184      	|1000           	|  1.3184         	|  0.33486        	|
on_train_batch_end                 	|  0.0012148      	|1000           	|  1.2148         	|  0.30855        	|
training_batch_to_device           	|  0.00023944     	|1000           	|  0.23944        	|  0.060816       	|
on_train_batch_start               	|  9.1332e-05     	|1000           	|  0.091332       	|  0.023198       	|
on_train_end                       	|  0.023803       	|1              	|  0.023803       	|  0.0060458      	|
on_pretrain_routine_start          	|  0.022442       	|1              	|  0.022442       	|  0.0057002      	|
on_batch_start                     	|  1.4846e-05     	|1000           	|  0.014846       	|  0.0037708      	|
on_before_zero_grad                	|  1.3693e-05     	|1000           	|  0.013693       	|  0.0034779      	|
on_batch_end                       	|  1.3355e-05     	|1000           	|  0.013355       	|  0.0033922      	|
on_after_backward                  	|  1.2454e-05     	|1000           	|  0.012454       	|  0.0031632      	|
on_before_backward                 	|  1.0719e-05     	|1000           	|  0.010719       	|  0.0027226      	|
on_before_optimizer_step           	|  1.0444e-05     	|1000           	|  0.010444       	|  0.0026527      	|
configure_optimizers               	|  0.0083372      	|1              	|  0.0083372      	|  0.0021176      	|
on_train_epoch_end                 	|  0.00030156     	|25             	|  0.0075391      	|  0.0019149      	|
on_train_epoch_start               	|  0.00029689     	|25             	|  0.0074224      	|  0.0018852      	|
training_step_end                  	|  5.9971e-06     	|1000           	|  0.0059971      	|  0.0015232      	|
on_train_start                     	|  0.00071238     	|1              	|  0.00071238     	|  0.00018094     	|
on_epoch_end                       	|  1.6763e-05     	|25             	|  0.00041909     	|  0.00010645     	|
on_epoch_start                     	|  1.0401e-05     	|25             	|  0.00026003     	|  6.6047e-05     	|
on_fit_end                         	|  2.2953e-05     	|1              	|  2.2953e-05     	|  5.8299e-06     	|
on_before_accelerator_backend_setup	|  2.144e-05      	|1              	|  2.144e-05      	|  5.4456e-06     	|
on_fit_start                       	|  1.9798e-05     	|1              	|  1.9798e-05     	|  5.0286e-06     	|
on_configure_sharded_model         	|  1.7242e-05     	|1              	|  1.7242e-05     	|  4.3794e-06     	|
setup                              	|  1.4637e-05     	|1              	|  1.4637e-05     	|  3.7177e-06     	|
teardown                           	|  1.085e-05      	|1              	|  1.085e-05      	|  2.7558e-06     	|
on_pretrain_routine_end            	|  1.0208e-05     	|1              	|  1.0208e-05     	|  2.5928e-06     	|
prepare_data                       	|  1.0039e-05     	|1              	|  1.0039e-05     	|  2.5498e-06     	|
configure_callbacks                	|  6.7429e-06     	|1              	|  6.7429e-06     	|  1.7127e-06     	|
configure_sharded_model            	|  5.09e-06       	|1              	|  5.09e-06       	|  1.2928e-06     	|
on_val_dataloader                  	|  4.86e-06       	|1              	|  4.86e-06       	|  1.2344e-06     	|
on_train_dataloader                	|  4.2981e-06     	|1              	|  4.2981e-06     	|  1.0917e-06     	|
