FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  347.22         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.07          	|25             	|  326.75         	|  94.104         	|
run_training_batch                 	|  0.27762        	|1000           	|  277.62         	|  79.954         	|
optimizer_step_with_closure_0      	|  0.27429        	|1000           	|  274.29         	|  78.997         	|
training_step_and_backward         	|  0.20966        	|1000           	|  209.66         	|  60.383         	|
model_forward                      	|  0.10481        	|1000           	|  104.81         	|  30.184         	|
training_step                      	|  0.10462        	|1000           	|  104.62         	|  30.13          	|
backward                           	|  0.10328        	|1000           	|  103.28         	|  29.744         	|
get_train_batch                    	|  0.0093073      	|1025           	|  9.54           	|  2.7475         	|
fetch_next_train_batch             	|  0.0092843      	|1025           	|  9.5164         	|  2.7407         	|
on_train_batch_end                 	|  0.0021535      	|1000           	|  2.1535         	|  0.6202         	|
zero_grad                          	|  0.001545       	|1000           	|  1.545          	|  0.44497        	|
training_batch_to_device           	|  0.00025557     	|1000           	|  0.25557        	|  0.073604       	|
on_train_batch_start               	|  0.00012469     	|1000           	|  0.12469        	|  0.03591        	|
on_train_end                       	|  0.041483       	|1              	|  0.041483       	|  0.011947       	|
on_after_backward                  	|  2.6364e-05     	|1000           	|  0.026364       	|  0.0075929      	|
on_pretrain_routine_start          	|  0.022714       	|1              	|  0.022714       	|  0.0065418      	|
on_batch_start                     	|  2.0511e-05     	|1000           	|  0.020511       	|  0.0059071      	|
on_batch_end                       	|  1.9113e-05     	|1000           	|  0.019113       	|  0.0055046      	|
on_before_zero_grad                	|  1.8233e-05     	|1000           	|  0.018233       	|  0.005251       	|
on_before_backward                 	|  1.3789e-05     	|1000           	|  0.013789       	|  0.0039711      	|
on_before_optimizer_step           	|  1.3268e-05     	|1000           	|  0.013268       	|  0.0038213      	|
configure_optimizers               	|  0.012544       	|1              	|  0.012544       	|  0.0036126      	|
on_train_epoch_start               	|  0.00037752     	|25             	|  0.009438       	|  0.0027181      	|
on_train_epoch_end                 	|  0.00036802     	|25             	|  0.0092006      	|  0.0026498      	|
training_step_end                  	|  7.3827e-06     	|1000           	|  0.0073827      	|  0.0021262      	|
on_train_start                     	|  0.0012979      	|1              	|  0.0012979      	|  0.0003738      	|
on_epoch_end                       	|  1.181e-05      	|25             	|  0.00029524     	|  8.503e-05      	|
on_epoch_start                     	|  1.1232e-05     	|25             	|  0.0002808      	|  8.0871e-05     	|
on_fit_start                       	|  0.00013359     	|1              	|  0.00013359     	|  3.8473e-05     	|
setup                              	|  3.7299e-05     	|1              	|  3.7299e-05     	|  1.0742e-05     	|
on_fit_end                         	|  3.1613e-05     	|1              	|  3.1613e-05     	|  9.1045e-06     	|
on_before_accelerator_backend_setup	|  2.441e-05      	|1              	|  2.441e-05      	|  7.0301e-06     	|
on_configure_sharded_model         	|  2.1217e-05     	|1              	|  2.1217e-05     	|  6.1106e-06     	|
teardown                           	|  1.5598e-05     	|1              	|  1.5598e-05     	|  4.4922e-06     	|
on_pretrain_routine_end            	|  1.2796e-05     	|1              	|  1.2796e-05     	|  3.6854e-06     	|
configure_sharded_model            	|  1.1744e-05     	|1              	|  1.1744e-05     	|  3.3823e-06     	|
prepare_data                       	|  1.0967e-05     	|1              	|  1.0967e-05     	|  3.1586e-06     	|
on_train_dataloader                	|  1.0541e-05     	|1              	|  1.0541e-05     	|  3.0357e-06     	|
configure_callbacks                	|  6.5677e-06     	|1              	|  6.5677e-06     	|  1.8915e-06     	|
on_val_dataloader                  	|  6.4094e-06     	|1              	|  6.4094e-06     	|  1.8459e-06     	|
