FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1437.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8352         	|500            	|  1417.6         	|  98.646         	|
run_training_batch                 	|  0.39173        	|1000           	|  391.73         	|  27.259         	|
optimizer_step_with_closure_0      	|  0.38853        	|1000           	|  388.53         	|  27.037         	|
training_step_and_backward         	|  0.28392        	|1000           	|  283.92         	|  19.757         	|
get_train_batch                    	|  0.10912        	|1500           	|  163.69         	|  11.39          	|
fetch_next_train_batch             	|  0.10909        	|1500           	|  163.63         	|  11.386         	|
model_forward                      	|  0.15431        	|1000           	|  154.31         	|  10.738         	|
training_step                      	|  0.15409        	|1000           	|  154.09         	|  10.723         	|
backward                           	|  0.1281         	|1000           	|  128.1          	|  8.9139         	|
on_train_batch_end                 	|  0.0021683      	|1000           	|  2.1683         	|  0.15089        	|
zero_grad                          	|  0.0014707      	|1000           	|  1.4707         	|  0.10235        	|
training_batch_to_device           	|  0.00060277     	|1000           	|  0.60277        	|  0.041945       	|
on_train_epoch_end                 	|  0.00034728     	|500            	|  0.17364        	|  0.012083       	|
on_train_epoch_start               	|  0.00034377     	|500            	|  0.17188        	|  0.011961       	|
on_train_batch_start               	|  0.00010719     	|1000           	|  0.10719        	|  0.0074588      	|
on_batch_start                     	|  4.4226e-05     	|1000           	|  0.044226       	|  0.0030776      	|
on_train_end                       	|  0.041826       	|1              	|  0.041826       	|  0.0029106      	|
on_pretrain_routine_start          	|  0.024546       	|1              	|  0.024546       	|  0.0017081      	|
on_after_backward                  	|  2.3445e-05     	|1000           	|  0.023445       	|  0.0016315      	|
on_before_zero_grad                	|  2.315e-05      	|1000           	|  0.02315        	|  0.001611       	|
on_before_optimizer_step           	|  1.7482e-05     	|1000           	|  0.017482       	|  0.0012165      	|
on_batch_end                       	|  1.6462e-05     	|1000           	|  0.016462       	|  0.0011456      	|
on_before_backward                 	|  1.3408e-05     	|1000           	|  0.013408       	|  0.00093304     	|
configure_optimizers               	|  0.011544       	|1              	|  0.011544       	|  0.00080333     	|
training_step_end                  	|  8.2708e-06     	|1000           	|  0.0082708      	|  0.00057554     	|
on_epoch_end                       	|  1.13e-05       	|500            	|  0.0056501      	|  0.00039318     	|
on_epoch_start                     	|  1.1005e-05     	|500            	|  0.0055023      	|  0.00038289     	|
on_train_start                     	|  0.0024028      	|1              	|  0.0024028      	|  0.0001672      	|
on_fit_start                       	|  4.1133e-05     	|1              	|  4.1133e-05     	|  2.8623e-06     	|
on_before_accelerator_backend_setup	|  2.8117e-05     	|1              	|  2.8117e-05     	|  1.9566e-06     	|
on_fit_end                         	|  2.6559e-05     	|1              	|  2.6559e-05     	|  1.8482e-06     	|
on_configure_sharded_model         	|  2.4291e-05     	|1              	|  2.4291e-05     	|  1.6903e-06     	|
setup                              	|  2.27e-05       	|1              	|  2.27e-05       	|  1.5796e-06     	|
on_pretrain_routine_end            	|  1.4631e-05     	|1              	|  1.4631e-05     	|  1.0181e-06     	|
teardown                           	|  1.3834e-05     	|1              	|  1.3834e-05     	|  9.6266e-07     	|
on_train_dataloader                	|  9.615e-06      	|1              	|  9.615e-06      	|  6.6908e-07     	|
prepare_data                       	|  8.9854e-06     	|1              	|  8.9854e-06     	|  6.2527e-07     	|
configure_callbacks                	|  6.8191e-06     	|1              	|  6.8191e-06     	|  4.7452e-07     	|
configure_sharded_model            	|  6.7297e-06     	|1              	|  6.7297e-06     	|  4.683e-07      	|
on_val_dataloader                  	|  6.7279e-06     	|1              	|  6.7279e-06     	|  4.6817e-07     	|
