FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1356.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.675          	|500            	|  1337.5         	|  98.607         	|
run_training_batch                 	|  0.2909         	|1000           	|  290.9          	|  21.446         	|
optimizer_step_with_closure_0      	|  0.28733        	|1000           	|  287.33         	|  21.183         	|
training_step_and_backward         	|  0.21749        	|1000           	|  217.49         	|  16.034         	|
get_train_batch                    	|  0.12773        	|1500           	|  191.59         	|  14.125         	|
fetch_next_train_batch             	|  0.12768        	|1500           	|  191.52         	|  14.12          	|
model_forward                      	|  0.11641        	|1000           	|  116.41         	|  8.5823         	|
training_step                      	|  0.11615        	|1000           	|  116.15         	|  8.5634         	|
backward                           	|  0.099306       	|1000           	|  99.306         	|  7.3212         	|
on_train_batch_end                 	|  0.0023644      	|1000           	|  2.3644         	|  0.17431        	|
zero_grad                          	|  0.0017325      	|1000           	|  1.7325         	|  0.12773        	|
training_batch_to_device           	|  0.00077273     	|1000           	|  0.77273        	|  0.056969       	|
on_train_epoch_end                 	|  0.00034547     	|500            	|  0.17274        	|  0.012735       	|
on_train_epoch_start               	|  0.00031971     	|500            	|  0.15986        	|  0.011785       	|
on_train_batch_start               	|  0.00011674     	|1000           	|  0.11674        	|  0.0086065      	|
on_train_end                       	|  0.1002         	|1              	|  0.1002         	|  0.007387       	|
on_batch_start                     	|  5.2537e-05     	|1000           	|  0.052537       	|  0.0038733      	|
on_after_backward                  	|  2.6269e-05     	|1000           	|  0.026269       	|  0.0019366      	|
on_before_zero_grad                	|  2.468e-05      	|1000           	|  0.02468        	|  0.0018195      	|
on_pretrain_routine_start          	|  0.024656       	|1              	|  0.024656       	|  0.0018177      	|
on_before_optimizer_step           	|  1.7088e-05     	|1000           	|  0.017088       	|  0.0012598      	|
on_before_backward                 	|  1.6259e-05     	|1000           	|  0.016259       	|  0.0011987      	|
on_batch_end                       	|  1.5861e-05     	|1000           	|  0.015861       	|  0.0011693      	|
configure_optimizers               	|  0.012093       	|1              	|  0.012093       	|  0.00089151     	|
training_step_end                  	|  1.0892e-05     	|1000           	|  0.010892       	|  0.000803       	|
on_epoch_end                       	|  1.5101e-05     	|500            	|  0.0075507      	|  0.00055667     	|
on_epoch_start                     	|  1.1152e-05     	|500            	|  0.005576       	|  0.00041108     	|
on_train_start                     	|  0.0011577      	|1              	|  0.0011577      	|  8.5353e-05     	|
on_fit_start                       	|  5.1852e-05     	|1              	|  5.1852e-05     	|  3.8228e-06     	|
on_before_accelerator_backend_setup	|  4.2284e-05     	|1              	|  4.2284e-05     	|  3.1173e-06     	|
on_fit_end                         	|  3.4202e-05     	|1              	|  3.4202e-05     	|  2.5215e-06     	|
on_configure_sharded_model         	|  2.7904e-05     	|1              	|  2.7904e-05     	|  2.0572e-06     	|
setup                              	|  2.7189e-05     	|1              	|  2.7189e-05     	|  2.0045e-06     	|
teardown                           	|  1.6998e-05     	|1              	|  1.6998e-05     	|  1.2532e-06     	|
on_pretrain_routine_end            	|  1.503e-05      	|1              	|  1.503e-05      	|  1.108e-06      	|
prepare_data                       	|  1.4359e-05     	|1              	|  1.4359e-05     	|  1.0586e-06     	|
on_train_dataloader                	|  9.9391e-06     	|1              	|  9.9391e-06     	|  7.3275e-07     	|
configure_sharded_model            	|  9.0729e-06     	|1              	|  9.0729e-06     	|  6.6889e-07     	|
on_val_dataloader                  	|  8.8867e-06     	|1              	|  8.8867e-06     	|  6.5516e-07     	|
configure_callbacks                	|  8.8699e-06     	|1              	|  8.8699e-06     	|  6.5392e-07     	|
