FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  395.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.747         	|25             	|  368.66         	|  93.32          	|
run_training_batch                 	|  0.35608        	|1000           	|  356.08         	|  90.135         	|
optimizer_step_with_closure_0      	|  0.35356        	|1000           	|  353.56         	|  89.498         	|
training_step_and_backward         	|  0.27581        	|1000           	|  275.81         	|  69.816         	|
model_forward                      	|  0.16305        	|1000           	|  163.05         	|  41.274         	|
training_step                      	|  0.16292        	|1000           	|  162.92         	|  41.24          	|
backward                           	|  0.11147        	|1000           	|  111.47         	|  28.215         	|
get_train_batch                    	|  0.0043005      	|1025           	|  4.4081         	|  1.1158         	|
fetch_next_train_batch             	|  0.0042831      	|1025           	|  4.3902         	|  1.1113         	|
zero_grad                          	|  0.0012656      	|1000           	|  1.2656         	|  0.32037        	|
on_train_batch_end                 	|  0.0011973      	|1000           	|  1.1973         	|  0.30308        	|
training_batch_to_device           	|  0.0002377      	|1000           	|  0.2377         	|  0.060168       	|
on_train_batch_start               	|  8.999e-05      	|1000           	|  0.08999        	|  0.022779       	|
on_train_end                       	|  0.023959       	|1              	|  0.023959       	|  0.0060647      	|
on_pretrain_routine_start          	|  0.022608       	|1              	|  0.022608       	|  0.0057227      	|
on_batch_start                     	|  1.5151e-05     	|1000           	|  0.015151       	|  0.0038352      	|
on_batch_end                       	|  1.405e-05      	|1000           	|  0.01405        	|  0.0035566      	|
on_before_zero_grad                	|  1.3627e-05     	|1000           	|  0.013627       	|  0.0034494      	|
on_after_backward                  	|  1.1515e-05     	|1000           	|  0.011515       	|  0.0029148      	|
on_before_backward                 	|  1.0731e-05     	|1000           	|  0.010731       	|  0.0027162      	|
on_before_optimizer_step           	|  1.0409e-05     	|1000           	|  0.010409       	|  0.0026349      	|
configure_optimizers               	|  0.0090237      	|1              	|  0.0090237      	|  0.0022842      	|
on_train_epoch_start               	|  0.00029007     	|25             	|  0.0072518      	|  0.0018356      	|
on_train_epoch_end                 	|  0.00028321     	|25             	|  0.0070801      	|  0.0017922      	|
training_step_end                  	|  5.9189e-06     	|1000           	|  0.0059189      	|  0.0014982      	|
on_train_start                     	|  0.0007059      	|1              	|  0.0007059      	|  0.00017868     	|
on_epoch_start                     	|  1.062e-05      	|25             	|  0.00026551     	|  6.7208e-05     	|
on_epoch_end                       	|  1.0237e-05     	|25             	|  0.00025593     	|  6.4782e-05     	|
on_before_accelerator_backend_setup	|  2.3244e-05     	|1              	|  2.3244e-05     	|  5.8837e-06     	|
on_fit_end                         	|  2.2442e-05     	|1              	|  2.2442e-05     	|  5.6807e-06     	|
on_configure_sharded_model         	|  1.8294e-05     	|1              	|  1.8294e-05     	|  4.6307e-06     	|
on_fit_start                       	|  1.7553e-05     	|1              	|  1.7553e-05     	|  4.4432e-06     	|
setup                              	|  1.4798e-05     	|1              	|  1.4798e-05     	|  3.7458e-06     	|
on_pretrain_routine_end            	|  1.0039e-05     	|1              	|  1.0039e-05     	|  2.5412e-06     	|
teardown                           	|  9.9289e-06     	|1              	|  9.9289e-06     	|  2.5133e-06     	|
prepare_data                       	|  9.0171e-06     	|1              	|  9.0171e-06     	|  2.2825e-06     	|
configure_callbacks                	|  6.552e-06      	|1              	|  6.552e-06      	|  1.6585e-06     	|
on_train_dataloader                	|  4.729e-06      	|1              	|  4.729e-06      	|  1.1971e-06     	|
on_val_dataloader                  	|  4.629e-06      	|1              	|  4.629e-06      	|  1.1717e-06     	|
configure_sharded_model            	|  4.609e-06      	|1              	|  4.609e-06      	|  1.1667e-06     	|
