FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  400.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.039         	|25             	|  375.98         	|  93.983         	|
run_training_batch                 	|  0.36339        	|1000           	|  363.39         	|  90.837         	|
optimizer_step_with_closure_0      	|  0.36076        	|1000           	|  360.76         	|  90.178         	|
training_step_and_backward         	|  0.27987        	|1000           	|  279.87         	|  69.958         	|
model_forward                      	|  0.16489        	|1000           	|  164.89         	|  41.217         	|
training_step                      	|  0.16475        	|1000           	|  164.75         	|  41.182         	|
backward                           	|  0.11366        	|1000           	|  113.66         	|  28.411         	|
get_train_batch                    	|  0.0042725      	|1025           	|  4.3793         	|  1.0947         	|
fetch_next_train_batch             	|  0.0042534      	|1025           	|  4.3597         	|  1.0898         	|
zero_grad                          	|  0.0012956      	|1000           	|  1.2956         	|  0.32386        	|
on_train_batch_end                 	|  0.0012101      	|1000           	|  1.2101         	|  0.3025         	|
training_batch_to_device           	|  0.00023914     	|1000           	|  0.23914        	|  0.059778       	|
on_train_batch_start               	|  9.1392e-05     	|1000           	|  0.091392       	|  0.022845       	|
on_train_end                       	|  0.023602       	|1              	|  0.023602       	|  0.0058998      	|
on_pretrain_routine_start          	|  0.022326       	|1              	|  0.022326       	|  0.0055808      	|
on_batch_start                     	|  1.4952e-05     	|1000           	|  0.014952       	|  0.0037374      	|
on_before_zero_grad                	|  1.4672e-05     	|1000           	|  0.014672       	|  0.0036676      	|
on_batch_end                       	|  1.3521e-05     	|1000           	|  0.013521       	|  0.0033799      	|
on_after_backward                  	|  1.1658e-05     	|1000           	|  0.011658       	|  0.0029142      	|
on_before_backward                 	|  1.0681e-05     	|1000           	|  0.010681       	|  0.0026699      	|
on_before_optimizer_step           	|  1.0069e-05     	|1000           	|  0.010069       	|  0.002517       	|
configure_optimizers               	|  0.0084916      	|1              	|  0.0084916      	|  0.0021226      	|
on_train_epoch_start               	|  0.00028691     	|25             	|  0.0071727      	|  0.0017929      	|
on_train_epoch_end                 	|  0.00027469     	|25             	|  0.0068671      	|  0.0017166      	|
training_step_end                  	|  6.2269e-06     	|1000           	|  0.0062269      	|  0.0015565      	|
on_train_start                     	|  0.00070801     	|1              	|  0.00070801     	|  0.00017698     	|
on_epoch_end                       	|  1.0866e-05     	|25             	|  0.00027164     	|  6.7902e-05     	|
on_epoch_start                     	|  1.0353e-05     	|25             	|  0.00025881     	|  6.4695e-05     	|
on_fit_end                         	|  2.3614e-05     	|1              	|  2.3614e-05     	|  5.9027e-06     	|
on_before_accelerator_backend_setup	|  2.2612e-05     	|1              	|  2.2612e-05     	|  5.6523e-06     	|
on_fit_start                       	|  1.8294e-05     	|1              	|  1.8294e-05     	|  4.5729e-06     	|
on_configure_sharded_model         	|  1.7362e-05     	|1              	|  1.7362e-05     	|  4.34e-06       	|
setup                              	|  1.4557e-05     	|1              	|  1.4557e-05     	|  3.6388e-06     	|
teardown                           	|  1.069e-05      	|1              	|  1.069e-05      	|  2.6722e-06     	|
on_pretrain_routine_end            	|  1.0079e-05     	|1              	|  1.0079e-05     	|  2.5194e-06     	|
prepare_data                       	|  8.586e-06      	|1              	|  8.586e-06      	|  2.1462e-06     	|
configure_callbacks                	|  6.502e-06      	|1              	|  6.502e-06      	|  1.6253e-06     	|
configure_sharded_model            	|  5.3099e-06     	|1              	|  5.3099e-06     	|  1.3273e-06     	|
on_val_dataloader                  	|  4.348e-06      	|1              	|  4.348e-06      	|  1.0869e-06     	|
on_train_dataloader                	|  4.2579e-06     	|1              	|  4.2579e-06     	|  1.0643e-06     	|
