FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  386.7          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.528         	|25             	|  363.2          	|  93.923         	|
run_training_batch                 	|  0.3508         	|1000           	|  350.8          	|  90.714         	|
optimizer_step_with_closure_0      	|  0.34823        	|1000           	|  348.23         	|  90.052         	|
training_step_and_backward         	|  0.27036        	|1000           	|  270.36         	|  69.914         	|
model_forward                      	|  0.16012        	|1000           	|  160.12         	|  41.407         	|
training_step                      	|  0.15998        	|1000           	|  159.98         	|  41.371         	|
backward                           	|  0.10891        	|1000           	|  108.91         	|  28.165         	|
get_train_batch                    	|  0.004212       	|1025           	|  4.3173         	|  1.1164         	|
fetch_next_train_batch             	|  0.0041949      	|1025           	|  4.2997         	|  1.1119         	|
zero_grad                          	|  0.0013019      	|1000           	|  1.3019         	|  0.33666        	|
on_train_batch_end                 	|  0.0011885      	|1000           	|  1.1885         	|  0.30735        	|
training_batch_to_device           	|  0.00023901     	|1000           	|  0.23901        	|  0.061808       	|
on_train_batch_start               	|  8.973e-05      	|1000           	|  0.08973        	|  0.023204       	|
on_train_end                       	|  0.024022       	|1              	|  0.024022       	|  0.006212       	|
on_pretrain_routine_start          	|  0.022383       	|1              	|  0.022383       	|  0.0057881      	|
on_batch_start                     	|  1.5033e-05     	|1000           	|  0.015033       	|  0.0038875      	|
on_before_zero_grad                	|  1.384e-05      	|1000           	|  0.01384        	|  0.0035789      	|
on_batch_end                       	|  1.3397e-05     	|1000           	|  0.013397       	|  0.0034644      	|
on_after_backward                  	|  1.2102e-05     	|1000           	|  0.012102       	|  0.0031294      	|
on_before_backward                 	|  1.0344e-05     	|1000           	|  0.010344       	|  0.0026748      	|
on_before_optimizer_step           	|  1.0253e-05     	|1000           	|  0.010253       	|  0.0026515      	|
configure_optimizers               	|  0.0081808      	|1              	|  0.0081808      	|  0.0021155      	|
on_train_epoch_end                 	|  0.00029523     	|25             	|  0.0073807      	|  0.0019086      	|
on_train_epoch_start               	|  0.00027898     	|25             	|  0.0069746      	|  0.0018036      	|
training_step_end                  	|  5.7953e-06     	|1000           	|  0.0057953      	|  0.0014986      	|
on_train_start                     	|  0.00070198     	|1              	|  0.00070198     	|  0.00018153     	|
on_epoch_end                       	|  1.103e-05      	|25             	|  0.00027576     	|  7.131e-05      	|
on_epoch_start                     	|  1.0632e-05     	|25             	|  0.00026581     	|  6.8738e-05     	|
on_before_accelerator_backend_setup	|  2.3264e-05     	|1              	|  2.3264e-05     	|  6.016e-06      	|
on_fit_end                         	|  2.2282e-05     	|1              	|  2.2282e-05     	|  5.762e-06      	|
on_configure_sharded_model         	|  1.6801e-05     	|1              	|  1.6801e-05     	|  4.3447e-06     	|
on_fit_start                       	|  1.6331e-05     	|1              	|  1.6331e-05     	|  4.2231e-06     	|
setup                              	|  1.4016e-05     	|1              	|  1.4016e-05     	|  3.6245e-06     	|
on_pretrain_routine_end            	|  9.858e-06      	|1              	|  9.858e-06      	|  2.5492e-06     	|
teardown                           	|  9.698e-06      	|1              	|  9.698e-06      	|  2.5079e-06     	|
prepare_data                       	|  8.125e-06      	|1              	|  8.125e-06      	|  2.1011e-06     	|
configure_callbacks                	|  6.282e-06      	|1              	|  6.282e-06      	|  1.6245e-06     	|
on_val_dataloader                  	|  4.5979e-06     	|1              	|  4.5979e-06     	|  1.189e-06      	|
on_train_dataloader                	|  4.2079e-06     	|1              	|  4.2079e-06     	|  1.0882e-06     	|
configure_sharded_model            	|  4.0181e-06     	|1              	|  4.0181e-06     	|  1.0391e-06     	|
