FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  391.01         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.693         	|25             	|  367.33         	|  93.945         	|
run_training_batch                 	|  0.3548         	|1000           	|  354.8          	|  90.74          	|
optimizer_step_with_closure_0      	|  0.35214        	|1000           	|  352.14         	|  90.059         	|
training_step_and_backward         	|  0.27314        	|1000           	|  273.14         	|  69.855         	|
model_forward                      	|  0.16162        	|1000           	|  161.62         	|  41.333         	|
training_step                      	|  0.16148        	|1000           	|  161.48         	|  41.297         	|
backward                           	|  0.11021        	|1000           	|  110.21         	|  28.186         	|
get_train_batch                    	|  0.0042343      	|1025           	|  4.3402         	|  1.11           	|
fetch_next_train_batch             	|  0.004217       	|1025           	|  4.3224         	|  1.1055         	|
zero_grad                          	|  0.0012876      	|1000           	|  1.2876         	|  0.32929        	|
on_train_batch_end                 	|  0.0012048      	|1000           	|  1.2048         	|  0.30812        	|
training_batch_to_device           	|  0.00023725     	|1000           	|  0.23725        	|  0.060678       	|
on_train_batch_start               	|  9.1742e-05     	|1000           	|  0.091742       	|  0.023463       	|
on_train_end                       	|  0.023906       	|1              	|  0.023906       	|  0.0061141      	|
on_pretrain_routine_start          	|  0.022486       	|1              	|  0.022486       	|  0.0057509      	|
on_batch_start                     	|  1.5017e-05     	|1000           	|  0.015017       	|  0.0038407      	|
on_before_zero_grad                	|  1.4184e-05     	|1000           	|  0.014184       	|  0.0036275      	|
on_batch_end                       	|  1.3587e-05     	|1000           	|  0.013587       	|  0.0034748      	|
on_after_backward                  	|  1.1179e-05     	|1000           	|  0.011179       	|  0.0028591      	|
on_before_optimizer_step           	|  1.0491e-05     	|1000           	|  0.010491       	|  0.0026831      	|
on_before_backward                 	|  1.0487e-05     	|1000           	|  0.010487       	|  0.002682       	|
configure_optimizers               	|  0.0088314      	|1              	|  0.0088314      	|  0.0022586      	|
on_train_epoch_end                 	|  0.00028091     	|25             	|  0.0070228      	|  0.0017961      	|
on_train_epoch_start               	|  0.00027597     	|25             	|  0.0068993      	|  0.0017645      	|
training_step_end                  	|  6.0145e-06     	|1000           	|  0.0060145      	|  0.0015382      	|
on_train_start                     	|  0.00070597     	|1              	|  0.00070597     	|  0.00018055     	|
on_epoch_end                       	|  1.0555e-05     	|25             	|  0.00026387     	|  6.7484e-05     	|
on_epoch_start                     	|  1.0391e-05     	|25             	|  0.00025978     	|  6.6439e-05     	|
on_fit_end                         	|  2.3094e-05     	|1              	|  2.3094e-05     	|  5.9063e-06     	|
on_before_accelerator_backend_setup	|  2.1801e-05     	|1              	|  2.1801e-05     	|  5.5756e-06     	|
on_fit_start                       	|  1.7973e-05     	|1              	|  1.7973e-05     	|  4.5966e-06     	|
on_configure_sharded_model         	|  1.5068e-05     	|1              	|  1.5068e-05     	|  3.8536e-06     	|
setup                              	|  1.4487e-05     	|1              	|  1.4487e-05     	|  3.705e-06      	|
on_pretrain_routine_end            	|  1.021e-05      	|1              	|  1.021e-05      	|  2.6112e-06     	|
teardown                           	|  1.0109e-05     	|1              	|  1.0109e-05     	|  2.5854e-06     	|
prepare_data                       	|  7.5239e-06     	|1              	|  7.5239e-06     	|  1.9242e-06     	|
configure_callbacks                	|  6.7621e-06     	|1              	|  6.7621e-06     	|  1.7294e-06     	|
configure_sharded_model            	|  5.4201e-06     	|1              	|  5.4201e-06     	|  1.3862e-06     	|
on_val_dataloader                  	|  4.819e-06      	|1              	|  4.819e-06      	|  1.2325e-06     	|
on_train_dataloader                	|  4.418e-06      	|1              	|  4.418e-06      	|  1.1299e-06     	|
