FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1333.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6314         	|500            	|  1315.7         	|  98.664         	|
run_training_batch                 	|  0.27446        	|1000           	|  274.46         	|  20.582         	|
optimizer_step_with_closure_0      	|  0.27117        	|1000           	|  271.17         	|  20.335         	|
training_step_and_backward         	|  0.20294        	|1000           	|  202.94         	|  15.218         	|
get_train_batch                    	|  0.1167         	|1500           	|  175.04         	|  13.126         	|
fetch_next_train_batch             	|  0.11665        	|1500           	|  174.98         	|  13.122         	|
model_forward                      	|  0.108          	|1000           	|  108.0          	|  8.0986         	|
training_step                      	|  0.10777        	|1000           	|  107.77         	|  8.0819         	|
backward                           	|  0.093432       	|1000           	|  93.432         	|  7.0064         	|
on_train_batch_end                 	|  0.0020852      	|1000           	|  2.0852         	|  0.15637        	|
zero_grad                          	|  0.0014736      	|1000           	|  1.4736         	|  0.1105         	|
training_batch_to_device           	|  0.00073353     	|1000           	|  0.73353        	|  0.055007       	|
on_train_epoch_end                 	|  0.00033094     	|500            	|  0.16547        	|  0.012408       	|
on_train_epoch_start               	|  0.00033057     	|500            	|  0.16528        	|  0.012394       	|
on_train_batch_start               	|  0.00011195     	|1000           	|  0.11195        	|  0.0083949      	|
on_batch_start                     	|  5.2616e-05     	|1000           	|  0.052616       	|  0.0039456      	|
on_train_end                       	|  0.044396       	|1              	|  0.044396       	|  0.0033292      	|
on_before_zero_grad                	|  2.3243e-05     	|1000           	|  0.023243       	|  0.001743       	|
on_pretrain_routine_start          	|  0.022394       	|1              	|  0.022394       	|  0.0016793      	|
on_after_backward                  	|  2.1913e-05     	|1000           	|  0.021913       	|  0.0016432      	|
on_batch_end                       	|  1.7576e-05     	|1000           	|  0.017576       	|  0.001318       	|
on_before_optimizer_step           	|  1.5548e-05     	|1000           	|  0.015548       	|  0.001166       	|
on_before_backward                 	|  1.5147e-05     	|1000           	|  0.015147       	|  0.0011359      	|
configure_optimizers               	|  0.010661       	|1              	|  0.010661       	|  0.00079947     	|
training_step_end                  	|  9.008e-06      	|1000           	|  0.009008       	|  0.00067551     	|
on_epoch_end                       	|  1.1459e-05     	|500            	|  0.0057294      	|  0.00042964     	|
on_epoch_start                     	|  1.1448e-05     	|500            	|  0.0057238      	|  0.00042922     	|
on_train_start                     	|  0.00095982     	|1              	|  0.00095982     	|  7.1977e-05     	|
on_fit_start                       	|  4.1533e-05     	|1              	|  4.1533e-05     	|  3.1146e-06     	|
on_fit_end                         	|  3.7748e-05     	|1              	|  3.7748e-05     	|  2.8307e-06     	|
setup                              	|  2.367e-05      	|1              	|  2.367e-05      	|  1.775e-06      	|
on_before_accelerator_backend_setup	|  2.3033e-05     	|1              	|  2.3033e-05     	|  1.7273e-06     	|
on_configure_sharded_model         	|  2.1271e-05     	|1              	|  2.1271e-05     	|  1.5951e-06     	|
teardown                           	|  1.9427e-05     	|1              	|  1.9427e-05     	|  1.4568e-06     	|
on_pretrain_routine_end            	|  1.3636e-05     	|1              	|  1.3636e-05     	|  1.0226e-06     	|
on_train_dataloader                	|  9.3989e-06     	|1              	|  9.3989e-06     	|  7.0482e-07     	|
configure_callbacks                	|  8.1509e-06     	|1              	|  8.1509e-06     	|  6.1123e-07     	|
configure_sharded_model            	|  7.9218e-06     	|1              	|  7.9218e-06     	|  5.9405e-07     	|
prepare_data                       	|  7.8697e-06     	|1              	|  7.8697e-06     	|  5.9014e-07     	|
on_val_dataloader                  	|  7.7412e-06     	|1              	|  7.7412e-06     	|  5.805e-07      	|
