FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1297.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.554          	|500            	|  1277.0         	|  98.421         	|
run_training_batch                 	|  0.37444        	|1000           	|  374.44         	|  28.859         	|
optimizer_step_with_closure_0      	|  0.37151        	|1000           	|  371.51         	|  28.633         	|
training_step_and_backward         	|  0.26312        	|1000           	|  263.12         	|  20.279         	|
get_train_batch                    	|  0.096617       	|1500           	|  144.93         	|  11.17          	|
fetch_next_train_batch             	|  0.09658        	|1500           	|  144.87         	|  11.165         	|
model_forward                      	|  0.13676        	|1000           	|  136.76         	|  10.54          	|
training_step                      	|  0.13654        	|1000           	|  136.54         	|  10.523         	|
backward                           	|  0.12466        	|1000           	|  124.66         	|  9.6077         	|
on_train_batch_end                 	|  0.0020242      	|1000           	|  2.0242         	|  0.15601        	|
zero_grad                          	|  0.0016584      	|1000           	|  1.6584         	|  0.12781        	|
training_batch_to_device           	|  0.00062053     	|1000           	|  0.62053        	|  0.047826       	|
on_train_epoch_end                 	|  0.00033271     	|500            	|  0.16636        	|  0.012821       	|
on_train_epoch_start               	|  0.00032444     	|500            	|  0.16222        	|  0.012503       	|
on_train_batch_start               	|  0.00010736     	|1000           	|  0.10736        	|  0.0082744      	|
on_batch_start                     	|  4.2711e-05     	|1000           	|  0.042711       	|  0.0032918      	|
on_train_end                       	|  0.041825       	|1              	|  0.041825       	|  0.0032236      	|
on_after_backward                  	|  2.3171e-05     	|1000           	|  0.023171       	|  0.0017858      	|
on_pretrain_routine_start          	|  0.021552       	|1              	|  0.021552       	|  0.001661       	|
on_before_zero_grad                	|  2.1507e-05     	|1000           	|  0.021507       	|  0.0016575      	|
on_batch_end                       	|  1.5922e-05     	|1000           	|  0.015922       	|  0.0012271      	|
on_before_optimizer_step           	|  1.5723e-05     	|1000           	|  0.015723       	|  0.0012118      	|
on_before_backward                 	|  1.4497e-05     	|1000           	|  0.014497       	|  0.0011173      	|
configure_optimizers               	|  0.0091981      	|1              	|  0.0091981      	|  0.00070891     	|
training_step_end                  	|  8.6159e-06     	|1000           	|  0.0086159      	|  0.00066404     	|
on_epoch_end                       	|  1.0896e-05     	|500            	|  0.0054482      	|  0.0004199      	|
on_epoch_start                     	|  1.0487e-05     	|500            	|  0.0052434      	|  0.00040412     	|
on_train_start                     	|  0.0024611      	|1              	|  0.0024611      	|  0.00018968     	|
on_fit_end                         	|  6.2374e-05     	|1              	|  6.2374e-05     	|  4.8073e-06     	|
on_fit_start                       	|  3.9592e-05     	|1              	|  3.9592e-05     	|  3.0515e-06     	|
setup                              	|  2.7863e-05     	|1              	|  2.7863e-05     	|  2.1475e-06     	|
on_configure_sharded_model         	|  2.4116e-05     	|1              	|  2.4116e-05     	|  1.8586e-06     	|
on_before_accelerator_backend_setup	|  2.3996e-05     	|1              	|  2.3996e-05     	|  1.8495e-06     	|
teardown                           	|  1.5363e-05     	|1              	|  1.5363e-05     	|  1.1841e-06     	|
on_pretrain_routine_end            	|  1.1044e-05     	|1              	|  1.1044e-05     	|  8.5115e-07     	|
prepare_data                       	|  8.3931e-06     	|1              	|  8.3931e-06     	|  6.4687e-07     	|
configure_callbacks                	|  8.3521e-06     	|1              	|  8.3521e-06     	|  6.4371e-07     	|
on_val_dataloader                  	|  7.5512e-06     	|1              	|  7.5512e-06     	|  5.8198e-07     	|
configure_sharded_model            	|  7.3388e-06     	|1              	|  7.3388e-06     	|  5.6562e-07     	|
on_train_dataloader                	|  6.469e-06      	|1              	|  6.469e-06      	|  4.9858e-07     	|
