FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  739.96         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5968         	|200            	|  719.35         	|  97.215         	|
run_training_batch                 	|  0.31094        	|1000           	|  310.94         	|  42.022         	|
optimizer_step_with_closure_0      	|  0.30691        	|1000           	|  306.91         	|  41.477         	|
training_step_and_backward         	|  0.23738        	|1000           	|  237.38         	|  32.08          	|
model_forward                      	|  0.11882        	|1000           	|  118.82         	|  16.057         	|
training_step                      	|  0.11858        	|1000           	|  118.58         	|  16.026         	|
backward                           	|  0.1168         	|1000           	|  116.8          	|  15.785         	|
get_train_batch                    	|  0.063479       	|1200           	|  76.175         	|  10.294         	|
fetch_next_train_batch             	|  0.063444       	|1200           	|  76.132         	|  10.289         	|
on_train_batch_end                 	|  0.0025541      	|1000           	|  2.5541         	|  0.34517        	|
zero_grad                          	|  0.0017066      	|1000           	|  1.7066         	|  0.23063        	|
training_batch_to_device           	|  0.00052999     	|1000           	|  0.52999        	|  0.071624       	|
on_train_batch_start               	|  0.00012916     	|1000           	|  0.12916        	|  0.017455       	|
on_train_end                       	|  0.074051       	|1              	|  0.074051       	|  0.010007       	|
on_train_epoch_end                 	|  0.00033837     	|200            	|  0.067673       	|  0.0091455      	|
on_train_epoch_start               	|  0.00033722     	|200            	|  0.067444       	|  0.0091146      	|
on_pretrain_routine_start          	|  0.040263       	|1              	|  0.040263       	|  0.0054413      	|
on_batch_start                     	|  3.7194e-05     	|1000           	|  0.037194       	|  0.0050266      	|
on_after_backward                  	|  3.3978e-05     	|1000           	|  0.033978       	|  0.0045918      	|
on_before_zero_grad                	|  2.1436e-05     	|1000           	|  0.021436       	|  0.0028969      	|
configure_optimizers               	|  0.019153       	|1              	|  0.019153       	|  0.0025883      	|
on_batch_end                       	|  1.6999e-05     	|1000           	|  0.016999       	|  0.0022973      	|
on_before_backward                 	|  1.5098e-05     	|1000           	|  0.015098       	|  0.0020404      	|
on_before_optimizer_step           	|  1.4801e-05     	|1000           	|  0.014801       	|  0.0020002      	|
training_step_end                  	|  8.9702e-06     	|1000           	|  0.0089702      	|  0.0012123      	|
on_epoch_end                       	|  1.2998e-05     	|200            	|  0.0025997      	|  0.00035133     	|
on_epoch_start                     	|  1.1741e-05     	|200            	|  0.0023482      	|  0.00031735     	|
on_train_start                     	|  0.0014496      	|1              	|  0.0014496      	|  0.0001959      	|
on_fit_end                         	|  9.9482e-05     	|1              	|  9.9482e-05     	|  1.3444e-05     	|
on_fit_start                       	|  4.2664e-05     	|1              	|  4.2664e-05     	|  5.7657e-06     	|
on_configure_sharded_model         	|  2.7848e-05     	|1              	|  2.7848e-05     	|  3.7635e-06     	|
setup                              	|  2.7556e-05     	|1              	|  2.7556e-05     	|  3.724e-06      	|
on_before_accelerator_backend_setup	|  2.5526e-05     	|1              	|  2.5526e-05     	|  3.4496e-06     	|
on_pretrain_routine_end            	|  2.2583e-05     	|1              	|  2.2583e-05     	|  3.0519e-06     	|
teardown                           	|  1.6537e-05     	|1              	|  1.6537e-05     	|  2.2348e-06     	|
configure_callbacks                	|  1.2306e-05     	|1              	|  1.2306e-05     	|  1.6631e-06     	|
on_train_dataloader                	|  1.2239e-05     	|1              	|  1.2239e-05     	|  1.6541e-06     	|
configure_sharded_model            	|  1.0103e-05     	|1              	|  1.0103e-05     	|  1.3653e-06     	|
on_val_dataloader                  	|  1.0084e-05     	|1              	|  1.0084e-05     	|  1.3628e-06     	|
prepare_data                       	|  9.2685e-06     	|1              	|  9.2685e-06     	|  1.2526e-06     	|
