FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1704.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.3718         	|500            	|  1685.9         	|  98.897         	|
run_training_batch                 	|  0.40613        	|1000           	|  406.13         	|  23.824         	|
optimizer_step_with_closure_0      	|  0.402          	|1000           	|  402.0          	|  23.582         	|
training_step_and_backward         	|  0.29727        	|1000           	|  297.27         	|  17.438         	|
get_train_batch                    	|  0.13469        	|1500           	|  202.03         	|  11.851         	|
fetch_next_train_batch             	|  0.13465        	|1500           	|  201.97         	|  11.848         	|
model_forward                      	|  0.16293        	|1000           	|  162.93         	|  9.5576         	|
training_step                      	|  0.1627         	|1000           	|  162.7          	|  9.5439         	|
backward                           	|  0.13279        	|1000           	|  132.79         	|  7.7898         	|
on_train_batch_end                 	|  0.0024116      	|1000           	|  2.4116         	|  0.14147        	|
zero_grad                          	|  0.0015054      	|1000           	|  1.5054         	|  0.088306       	|
training_batch_to_device           	|  0.00063772     	|1000           	|  0.63772        	|  0.037409       	|
on_train_epoch_end                 	|  0.00037044     	|500            	|  0.18522        	|  0.010865       	|
on_train_epoch_start               	|  0.00034316     	|500            	|  0.17158        	|  0.010065       	|
on_train_batch_start               	|  0.00011385     	|1000           	|  0.11385        	|  0.0066787      	|
on_batch_start                     	|  4.4154e-05     	|1000           	|  0.044154       	|  0.0025901      	|
on_train_end                       	|  0.041979       	|1              	|  0.041979       	|  0.0024625      	|
on_after_backward                  	|  2.5502e-05     	|1000           	|  0.025502       	|  0.001496       	|
on_before_zero_grad                	|  2.3392e-05     	|1000           	|  0.023392       	|  0.0013722      	|
on_pretrain_routine_start          	|  0.021722       	|1              	|  0.021722       	|  0.0012743      	|
on_before_backward                 	|  1.6414e-05     	|1000           	|  0.016414       	|  0.00096288     	|
on_before_optimizer_step           	|  1.6174e-05     	|1000           	|  0.016174       	|  0.00094877     	|
on_batch_end                       	|  1.6118e-05     	|1000           	|  0.016118       	|  0.00094548     	|
training_step_end                  	|  9.238e-06      	|1000           	|  0.009238       	|  0.00054191     	|
configure_optimizers               	|  0.0079537      	|1              	|  0.0079537      	|  0.00046657     	|
on_epoch_end                       	|  1.1663e-05     	|500            	|  0.0058314      	|  0.00034208     	|
on_epoch_start                     	|  1.1435e-05     	|500            	|  0.0057175      	|  0.00033539     	|
on_train_start                     	|  0.001765       	|1              	|  0.001765       	|  0.00010354     	|
on_fit_end                         	|  3.3604e-05     	|1              	|  3.3604e-05     	|  1.9712e-06     	|
on_before_accelerator_backend_setup	|  2.5159e-05     	|1              	|  2.5159e-05     	|  1.4758e-06     	|
on_configure_sharded_model         	|  2.316e-05      	|1              	|  2.316e-05      	|  1.3586e-06     	|
setup                              	|  2.2272e-05     	|1              	|  2.2272e-05     	|  1.3065e-06     	|
teardown                           	|  1.8975e-05     	|1              	|  1.8975e-05     	|  1.1131e-06     	|
on_fit_start                       	|  1.7893e-05     	|1              	|  1.7893e-05     	|  1.0496e-06     	|
on_pretrain_routine_end            	|  1.1956e-05     	|1              	|  1.1956e-05     	|  7.0137e-07     	|
prepare_data                       	|  9.0543e-06     	|1              	|  9.0543e-06     	|  5.3113e-07     	|
configure_callbacks                	|  7.9349e-06     	|1              	|  7.9349e-06     	|  4.6547e-07     	|
configure_sharded_model            	|  7.0855e-06     	|1              	|  7.0855e-06     	|  4.1564e-07     	|
on_val_dataloader                  	|  5.5954e-06     	|1              	|  5.5954e-06     	|  3.2823e-07     	|
on_train_dataloader                	|  5.0366e-06     	|1              	|  5.0366e-06     	|  2.9545e-07     	|
