FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1280.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5237         	|500            	|  1261.8         	|  98.516         	|
run_training_batch                 	|  0.25682        	|1000           	|  256.82         	|  20.051         	|
optimizer_step_with_closure_0      	|  0.25462        	|1000           	|  254.62         	|  19.879         	|
training_step_and_backward         	|  0.19416        	|1000           	|  194.16         	|  15.159         	|
get_train_batch                    	|  0.12293        	|1500           	|  184.39         	|  14.396         	|
fetch_next_train_batch             	|  0.12289        	|1500           	|  184.34         	|  14.392         	|
model_forward                      	|  0.10056        	|1000           	|  100.56         	|  7.8506         	|
training_step                      	|  0.10035        	|1000           	|  100.35         	|  7.8344         	|
backward                           	|  0.092157       	|1000           	|  92.157         	|  7.1949         	|
on_train_batch_end                 	|  0.0017223      	|1000           	|  1.7223         	|  0.13446        	|
zero_grad                          	|  0.001414       	|1000           	|  1.414          	|  0.11039        	|
training_batch_to_device           	|  0.0006599      	|1000           	|  0.6599         	|  0.05152        	|
on_train_epoch_start               	|  0.00031993     	|500            	|  0.15997        	|  0.012489       	|
on_train_epoch_end                 	|  0.0003164      	|500            	|  0.1582         	|  0.012351       	|
on_train_batch_start               	|  0.00010904     	|1000           	|  0.10904        	|  0.008513       	|
on_batch_start                     	|  4.494e-05      	|1000           	|  0.04494        	|  0.0035086      	|
on_train_end                       	|  0.04265        	|1              	|  0.04265        	|  0.0033298      	|
on_pretrain_routine_start          	|  0.022043       	|1              	|  0.022043       	|  0.001721       	|
on_before_zero_grad                	|  2.1512e-05     	|1000           	|  0.021512       	|  0.0016795      	|
on_after_backward                  	|  1.8905e-05     	|1000           	|  0.018905       	|  0.001476       	|
on_batch_end                       	|  1.6784e-05     	|1000           	|  0.016784       	|  0.0013104      	|
on_before_optimizer_step           	|  1.3199e-05     	|1000           	|  0.013199       	|  0.0010305      	|
on_before_backward                 	|  1.2104e-05     	|1000           	|  0.012104       	|  0.00094496     	|
configure_optimizers               	|  0.010773       	|1              	|  0.010773       	|  0.00084107     	|
training_step_end                  	|  8.2993e-06     	|1000           	|  0.0082993      	|  0.00064795     	|
on_epoch_end                       	|  1.2048e-05     	|500            	|  0.0060238      	|  0.0004703      	|
on_epoch_start                     	|  1.0703e-05     	|500            	|  0.0053517      	|  0.00041782     	|
on_train_start                     	|  0.0010833      	|1              	|  0.0010833      	|  8.4576e-05     	|
on_fit_end                         	|  6.5131e-05     	|1              	|  6.5131e-05     	|  5.085e-06      	|
on_fit_start                       	|  4.9153e-05     	|1              	|  4.9153e-05     	|  3.8375e-06     	|
setup                              	|  2.7245e-05     	|1              	|  2.7245e-05     	|  2.1271e-06     	|
on_configure_sharded_model         	|  2.479e-05      	|1              	|  2.479e-05      	|  1.9354e-06     	|
on_before_accelerator_backend_setup	|  2.3028e-05     	|1              	|  2.3028e-05     	|  1.7978e-06     	|
on_pretrain_routine_end            	|  1.7241e-05     	|1              	|  1.7241e-05     	|  1.346e-06      	|
teardown                           	|  1.4916e-05     	|1              	|  1.4916e-05     	|  1.1645e-06     	|
prepare_data                       	|  1.0492e-05     	|1              	|  1.0492e-05     	|  8.1916e-07     	|
configure_callbacks                	|  8.8606e-06     	|1              	|  8.8606e-06     	|  6.9177e-07     	|
on_val_dataloader                  	|  8.2869e-06     	|1              	|  8.2869e-06     	|  6.4698e-07     	|
on_train_dataloader                	|  8.0857e-06     	|1              	|  8.0857e-06     	|  6.3128e-07     	|
configure_sharded_model            	|  7.9665e-06     	|1              	|  7.9665e-06     	|  6.2197e-07     	|
