FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1310.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5894         	|500            	|  1294.7         	|  98.82          	|
run_training_batch                 	|  0.24623        	|1000           	|  246.23         	|  18.794         	|
optimizer_step_with_closure_0      	|  0.24407        	|1000           	|  244.07         	|  18.629         	|
get_train_batch                    	|  0.14194        	|1500           	|  212.9          	|  16.25          	|
fetch_next_train_batch             	|  0.1419         	|1500           	|  212.84         	|  16.246         	|
training_step_and_backward         	|  0.1825         	|1000           	|  182.5          	|  13.93          	|
model_forward                      	|  0.096659       	|1000           	|  96.659         	|  7.3778         	|
training_step                      	|  0.096454       	|1000           	|  96.454         	|  7.3621         	|
backward                           	|  0.084371       	|1000           	|  84.371         	|  6.4399         	|
on_train_batch_end                 	|  0.0017036      	|1000           	|  1.7036         	|  0.13003        	|
zero_grad                          	|  0.0014316      	|1000           	|  1.4316         	|  0.10927        	|
training_batch_to_device           	|  0.00069127     	|1000           	|  0.69127        	|  0.052764       	|
on_train_epoch_start               	|  0.00033182     	|500            	|  0.16591        	|  0.012664       	|
on_train_epoch_end                 	|  0.00030885     	|500            	|  0.15443        	|  0.011787       	|
on_train_batch_start               	|  0.00011031     	|1000           	|  0.11031        	|  0.0084201      	|
on_batch_start                     	|  4.5319e-05     	|1000           	|  0.045319       	|  0.0034591      	|
on_train_end                       	|  0.042569       	|1              	|  0.042569       	|  0.0032492      	|
on_before_zero_grad                	|  2.2187e-05     	|1000           	|  0.022187       	|  0.0016935      	|
on_pretrain_routine_start          	|  0.021547       	|1              	|  0.021547       	|  0.0016447      	|
on_after_backward                  	|  1.8091e-05     	|1000           	|  0.018091       	|  0.0013808      	|
on_batch_end                       	|  1.7759e-05     	|1000           	|  0.017759       	|  0.0013555      	|
on_before_optimizer_step           	|  1.2746e-05     	|1000           	|  0.012746       	|  0.00097289     	|
on_before_backward                 	|  1.2456e-05     	|1000           	|  0.012456       	|  0.00095071     	|
configure_optimizers               	|  0.0081503      	|1              	|  0.0081503      	|  0.0006221      	|
training_step_end                  	|  7.8142e-06     	|1000           	|  0.0078142      	|  0.00059644     	|
on_epoch_end                       	|  1.0822e-05     	|500            	|  0.0054109      	|  0.000413       	|
on_epoch_start                     	|  1.0625e-05     	|500            	|  0.0053126      	|  0.0004055      	|
on_train_start                     	|  0.00070202     	|1              	|  0.00070202     	|  5.3584e-05     	|
on_fit_end                         	|  8.1269e-05     	|1              	|  8.1269e-05     	|  6.2031e-06     	|
on_before_accelerator_backend_setup	|  2.5937e-05     	|1              	|  2.5937e-05     	|  1.9798e-06     	|
setup                              	|  2.5423e-05     	|1              	|  2.5423e-05     	|  1.9405e-06     	|
on_fit_start                       	|  2.066e-05      	|1              	|  2.066e-05      	|  1.577e-06      	|
on_configure_sharded_model         	|  2.0489e-05     	|1              	|  2.0489e-05     	|  1.5639e-06     	|
teardown                           	|  1.5123e-05     	|1              	|  1.5123e-05     	|  1.1543e-06     	|
configure_callbacks                	|  1.3353e-05     	|1              	|  1.3353e-05     	|  1.0192e-06     	|
on_pretrain_routine_end            	|  1.1586e-05     	|1              	|  1.1586e-05     	|  8.8431e-07     	|
prepare_data                       	|  9.9279e-06     	|1              	|  9.9279e-06     	|  7.5778e-07     	|
configure_sharded_model            	|  6.2622e-06     	|1              	|  6.2622e-06     	|  4.7798e-07     	|
on_train_dataloader                	|  5.3607e-06     	|1              	|  5.3607e-06     	|  4.0917e-07     	|
on_val_dataloader                  	|  5.3458e-06     	|1              	|  5.3458e-06     	|  4.0803e-07     	|
