FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  523.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.9635         	|63             	|  501.7          	|  95.911         	|
run_training_batch                 	|  0.37996        	|1000           	|  379.96         	|  72.638         	|
optimizer_step_with_closure_0      	|  0.37611        	|1000           	|  376.11         	|  71.902         	|
training_step_and_backward         	|  0.27202        	|1000           	|  272.02         	|  52.004         	|
model_forward                      	|  0.13573        	|1000           	|  135.73         	|  25.948         	|
training_step                      	|  0.13553        	|1000           	|  135.53         	|  25.909         	|
backward                           	|  0.13482        	|1000           	|  134.82         	|  25.773         	|
get_train_batch                    	|  0.026089       	|1063           	|  27.733         	|  5.3018         	|
fetch_next_train_batch             	|  0.026066       	|1063           	|  27.708         	|  5.2971         	|
on_train_batch_end                 	|  0.0020286      	|1000           	|  2.0286         	|  0.38782        	|
zero_grad                          	|  0.0014447      	|1000           	|  1.4447         	|  0.27619        	|
training_batch_to_device           	|  0.00025362     	|1000           	|  0.25362        	|  0.048486       	|
on_train_batch_start               	|  9.5985e-05     	|1000           	|  0.095985       	|  0.01835        	|
on_train_end                       	|  0.043798       	|1              	|  0.043798       	|  0.008373       	|
on_pretrain_routine_start          	|  0.022613       	|1              	|  0.022613       	|  0.0043231      	|
on_train_epoch_end                 	|  0.00034383     	|63             	|  0.021662       	|  0.0041411      	|
on_train_epoch_start               	|  0.00034309     	|63             	|  0.021615       	|  0.0041321      	|
on_after_backward                  	|  2.1383e-05     	|1000           	|  0.021383       	|  0.0040878      	|
on_batch_start                     	|  2.0181e-05     	|1000           	|  0.020181       	|  0.003858       	|
training_step_end                  	|  1.9796e-05     	|1000           	|  0.019796       	|  0.0037845      	|
on_before_zero_grad                	|  1.5756e-05     	|1000           	|  0.015756       	|  0.0030121      	|
on_batch_end                       	|  1.5126e-05     	|1000           	|  0.015126       	|  0.0028917      	|
on_before_optimizer_step           	|  1.2974e-05     	|1000           	|  0.012974       	|  0.0024802      	|
on_before_backward                 	|  1.2229e-05     	|1000           	|  0.012229       	|  0.0023379      	|
configure_optimizers               	|  0.010329       	|1              	|  0.010329       	|  0.0019745      	|
on_train_start                     	|  0.0016265      	|1              	|  0.0016265      	|  0.00031095     	|
on_epoch_start                     	|  1.1568e-05     	|63             	|  0.0007288      	|  0.00013933     	|
on_epoch_end                       	|  1.1238e-05     	|63             	|  0.00070797     	|  0.00013534     	|
on_fit_start                       	|  4.4478e-05     	|1              	|  4.4478e-05     	|  8.503e-06      	|
on_before_accelerator_backend_setup	|  2.5457e-05     	|1              	|  2.5457e-05     	|  4.8666e-06     	|
on_configure_sharded_model         	|  2.3264e-05     	|1              	|  2.3264e-05     	|  4.4475e-06     	|
on_fit_end                         	|  2.2104e-05     	|1              	|  2.2104e-05     	|  4.2257e-06     	|
setup                              	|  2.0182e-05     	|1              	|  2.0182e-05     	|  3.8582e-06     	|
teardown                           	|  1.5641e-05     	|1              	|  1.5641e-05     	|  2.9901e-06     	|
on_pretrain_routine_end            	|  1.2873e-05     	|1              	|  1.2873e-05     	|  2.4609e-06     	|
configure_callbacks                	|  8.4359e-06     	|1              	|  8.4359e-06     	|  1.6127e-06     	|
prepare_data                       	|  8.0336e-06     	|1              	|  8.0336e-06     	|  1.5358e-06     	|
on_train_dataloader                	|  6.6943e-06     	|1              	|  6.6943e-06     	|  1.2798e-06     	|
on_val_dataloader                  	|  6.5919e-06     	|1              	|  6.5919e-06     	|  1.2602e-06     	|
configure_sharded_model            	|  5.9586e-06     	|1              	|  5.9586e-06     	|  1.1391e-06     	|
