FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1322.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6109         	|500            	|  1305.5         	|  98.74          	|
run_training_batch                 	|  0.26199        	|1000           	|  261.99         	|  19.816         	|
optimizer_step_with_closure_0      	|  0.25834        	|1000           	|  258.34         	|  19.54          	|
get_train_batch                    	|  0.14106        	|1500           	|  211.58         	|  16.003         	|
fetch_next_train_batch             	|  0.14101        	|1500           	|  211.51         	|  15.998         	|
training_step_and_backward         	|  0.19674        	|1000           	|  196.74         	|  14.881         	|
model_forward                      	|  0.097952       	|1000           	|  97.952         	|  7.4086         	|
training_step                      	|  0.097745       	|1000           	|  97.745         	|  7.393          	|
backward                           	|  0.09738        	|1000           	|  97.38          	|  7.3654         	|
on_train_batch_end                 	|  0.0019448      	|1000           	|  1.9448         	|  0.1471         	|
zero_grad                          	|  0.0013736      	|1000           	|  1.3736         	|  0.10389        	|
training_batch_to_device           	|  0.00066871     	|1000           	|  0.66871        	|  0.050578       	|
on_train_epoch_end                 	|  0.00031533     	|500            	|  0.15766        	|  0.011925       	|
on_train_epoch_start               	|  0.00030232     	|500            	|  0.15116        	|  0.011433       	|
on_train_batch_start               	|  0.00010664     	|1000           	|  0.10664        	|  0.0080655      	|
on_batch_start                     	|  4.6214e-05     	|1000           	|  0.046214       	|  0.0034955      	|
on_train_end                       	|  0.041415       	|1              	|  0.041415       	|  0.0031325      	|
on_pretrain_routine_start          	|  0.02177        	|1              	|  0.02177        	|  0.0016466      	|
on_before_zero_grad                	|  2.112e-05      	|1000           	|  0.02112        	|  0.0015974      	|
on_after_backward                  	|  1.8072e-05     	|1000           	|  0.018072       	|  0.0013669      	|
on_batch_end                       	|  1.4503e-05     	|1000           	|  0.014503       	|  0.0010969      	|
on_before_backward                 	|  1.3673e-05     	|1000           	|  0.013673       	|  0.0010341      	|
on_before_optimizer_step           	|  1.319e-05      	|1000           	|  0.01319        	|  0.00099766     	|
configure_optimizers               	|  0.010311       	|1              	|  0.010311       	|  0.00077988     	|
training_step_end                  	|  8.146e-06      	|1000           	|  0.008146       	|  0.00061613     	|
on_epoch_end                       	|  1.0718e-05     	|500            	|  0.0053591      	|  0.00040534     	|
on_epoch_start                     	|  1.0272e-05     	|500            	|  0.0051358      	|  0.00038845     	|
on_train_start                     	|  0.0010625      	|1              	|  0.0010625      	|  8.036e-05      	|
on_fit_end                         	|  5.5019e-05     	|1              	|  5.5019e-05     	|  4.1614e-06     	|
on_fit_start                       	|  4.4424e-05     	|1              	|  4.4424e-05     	|  3.36e-06       	|
on_before_accelerator_backend_setup	|  2.3436e-05     	|1              	|  2.3436e-05     	|  1.7726e-06     	|
setup                              	|  2.0299e-05     	|1              	|  2.0299e-05     	|  1.5353e-06     	|
on_configure_sharded_model         	|  1.9902e-05     	|1              	|  1.9902e-05     	|  1.5053e-06     	|
teardown                           	|  1.56e-05       	|1              	|  1.56e-05       	|  1.1799e-06     	|
on_pretrain_routine_end            	|  1.1632e-05     	|1              	|  1.1632e-05     	|  8.7981e-07     	|
prepare_data                       	|  1.0649e-05     	|1              	|  1.0649e-05     	|  8.0542e-07     	|
configure_callbacks                	|  6.7912e-06     	|1              	|  6.7912e-06     	|  5.1366e-07     	|
configure_sharded_model            	|  6.6608e-06     	|1              	|  6.6608e-06     	|  5.038e-07      	|
on_val_dataloader                  	|  6.5714e-06     	|1              	|  6.5714e-06     	|  4.9703e-07     	|
on_train_dataloader                	|  5.9828e-06     	|1              	|  5.9828e-06     	|  4.5251e-07     	|
