FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1207.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3784         	|500            	|  1189.2         	|  98.522         	|
run_training_batch                 	|  0.25805        	|1000           	|  258.05         	|  21.379         	|
optimizer_step_with_closure_0      	|  0.25553        	|1000           	|  255.53         	|  21.169         	|
training_step_and_backward         	|  0.19108        	|1000           	|  191.08         	|  15.83          	|
get_train_batch                    	|  0.11995        	|1500           	|  179.92         	|  14.906         	|
fetch_next_train_batch             	|  0.11991        	|1500           	|  179.86         	|  14.901         	|
model_forward                      	|  0.10223        	|1000           	|  102.23         	|  8.469          	|
training_step                      	|  0.10201        	|1000           	|  102.01         	|  8.4509         	|
backward                           	|  0.087252       	|1000           	|  87.252         	|  7.2285         	|
on_train_batch_end                 	|  0.0018479      	|1000           	|  1.8479         	|  0.15309        	|
zero_grad                          	|  0.0015628      	|1000           	|  1.5628         	|  0.12947        	|
training_batch_to_device           	|  0.00072238     	|1000           	|  0.72238        	|  0.059846       	|
on_train_epoch_end                 	|  0.00031448     	|500            	|  0.15724        	|  0.013027       	|
on_train_epoch_start               	|  0.00031347     	|500            	|  0.15673        	|  0.012985       	|
on_train_batch_start               	|  0.00010997     	|1000           	|  0.10997        	|  0.0091108      	|
on_batch_start                     	|  4.8586e-05     	|1000           	|  0.048586       	|  0.0040251      	|
on_train_end                       	|  0.041793       	|1              	|  0.041793       	|  0.0034623      	|
on_before_zero_grad                	|  2.3961e-05     	|1000           	|  0.023961       	|  0.0019851      	|
on_after_backward                  	|  2.209e-05      	|1000           	|  0.02209        	|  0.00183        	|
on_pretrain_routine_start          	|  0.021379       	|1              	|  0.021379       	|  0.0017711      	|
on_batch_end                       	|  1.8785e-05     	|1000           	|  0.018785       	|  0.0015563      	|
on_before_optimizer_step           	|  1.5188e-05     	|1000           	|  0.015188       	|  0.0012583      	|
on_before_backward                 	|  1.3153e-05     	|1000           	|  0.013153       	|  0.0010897      	|
configure_optimizers               	|  0.0095406      	|1              	|  0.0095406      	|  0.0007904      	|
training_step_end                  	|  9.1342e-06     	|1000           	|  0.0091342      	|  0.00075673     	|
on_epoch_end                       	|  1.0991e-05     	|500            	|  0.0054953      	|  0.00045526     	|
on_epoch_start                     	|  1.052e-05      	|500            	|  0.0052599      	|  0.00043576     	|
on_train_start                     	|  0.0010432      	|1              	|  0.0010432      	|  8.6427e-05     	|
on_fit_end                         	|  0.00010353     	|1              	|  0.00010353     	|  8.5767e-06     	|
on_fit_start                       	|  3.8853e-05     	|1              	|  3.8853e-05     	|  3.2188e-06     	|
on_before_accelerator_backend_setup	|  2.2091e-05     	|1              	|  2.2091e-05     	|  1.8301e-06     	|
setup                              	|  2.0888e-05     	|1              	|  2.0888e-05     	|  1.7305e-06     	|
on_configure_sharded_model         	|  1.8459e-05     	|1              	|  1.8459e-05     	|  1.5292e-06     	|
on_pretrain_routine_end            	|  1.6164e-05     	|1              	|  1.6164e-05     	|  1.3391e-06     	|
teardown                           	|  1.4493e-05     	|1              	|  1.4493e-05     	|  1.2007e-06     	|
on_train_dataloader                	|  8.557e-06      	|1              	|  8.557e-06      	|  7.0891e-07     	|
prepare_data                       	|  7.7803e-06     	|1              	|  7.7803e-06     	|  6.4456e-07     	|
on_val_dataloader                  	|  7.3351e-06     	|1              	|  7.3351e-06     	|  6.0768e-07     	|
configure_sharded_model            	|  7.2233e-06     	|1              	|  7.2233e-06     	|  5.9842e-07     	|
configure_callbacks                	|  7.052e-06      	|1              	|  7.052e-06      	|  5.8423e-07     	|
