FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1573.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.1129         	|500            	|  1556.5         	|  98.952         	|
run_training_batch                 	|  0.39858        	|1000           	|  398.58         	|  25.34          	|
optimizer_step_with_closure_0      	|  0.39477        	|1000           	|  394.77         	|  25.097         	|
training_step_and_backward         	|  0.29069        	|1000           	|  290.69         	|  18.48          	|
get_train_batch                    	|  0.12255        	|1500           	|  183.83         	|  11.687         	|
fetch_next_train_batch             	|  0.12251        	|1500           	|  183.77         	|  11.683         	|
model_forward                      	|  0.1568         	|1000           	|  156.8          	|  9.9684         	|
training_step                      	|  0.15658        	|1000           	|  156.58         	|  9.9544         	|
backward                           	|  0.13237        	|1000           	|  132.37         	|  8.4153         	|
on_train_batch_end                 	|  0.0022335      	|1000           	|  2.2335         	|  0.142          	|
zero_grad                          	|  0.0014829      	|1000           	|  1.4829         	|  0.094277       	|
training_batch_to_device           	|  0.00062828     	|1000           	|  0.62828        	|  0.039943       	|
on_train_epoch_end                 	|  0.00033906     	|500            	|  0.16953        	|  0.010778       	|
on_train_epoch_start               	|  0.00033435     	|500            	|  0.16718        	|  0.010628       	|
on_train_batch_start               	|  0.00011116     	|1000           	|  0.11116        	|  0.0070673      	|
on_batch_start                     	|  5.0432e-05     	|1000           	|  0.050432       	|  0.0032062      	|
on_train_end                       	|  0.044228       	|1              	|  0.044228       	|  0.0028118      	|
on_after_backward                  	|  2.3449e-05     	|1000           	|  0.023449       	|  0.0014907      	|
on_pretrain_routine_start          	|  0.022091       	|1              	|  0.022091       	|  0.0014044      	|
on_before_zero_grad                	|  2.1165e-05     	|1000           	|  0.021165       	|  0.0013456      	|
on_before_optimizer_step           	|  1.5857e-05     	|1000           	|  0.015857       	|  0.0010081      	|
on_batch_end                       	|  1.5673e-05     	|1000           	|  0.015673       	|  0.0009964      	|
on_before_backward                 	|  1.3232e-05     	|1000           	|  0.013232       	|  0.0008412      	|
configure_optimizers               	|  0.0085517      	|1              	|  0.0085517      	|  0.00054367     	|
training_step_end                  	|  8.4666e-06     	|1000           	|  0.0084666      	|  0.00053826     	|
on_epoch_end                       	|  1.134e-05      	|500            	|  0.00567        	|  0.00036047     	|
on_epoch_start                     	|  1.1257e-05     	|500            	|  0.0056286      	|  0.00035784     	|
on_train_start                     	|  0.0022021      	|1              	|  0.0022021      	|  0.00014        	|
on_fit_end                         	|  7.2487e-05     	|1              	|  7.2487e-05     	|  4.6083e-06     	|
on_before_accelerator_backend_setup	|  2.7787e-05     	|1              	|  2.7787e-05     	|  1.7665e-06     	|
on_configure_sharded_model         	|  2.3192e-05     	|1              	|  2.3192e-05     	|  1.4744e-06     	|
setup                              	|  2.1618e-05     	|1              	|  2.1618e-05     	|  1.3743e-06     	|
teardown                           	|  1.8695e-05     	|1              	|  1.8695e-05     	|  1.1886e-06     	|
on_fit_start                       	|  1.8353e-05     	|1              	|  1.8353e-05     	|  1.1668e-06     	|
on_pretrain_routine_end            	|  1.152e-05      	|1              	|  1.152e-05      	|  7.3241e-07     	|
prepare_data                       	|  8.2776e-06     	|1              	|  8.2776e-06     	|  5.2624e-07     	|
configure_callbacks                	|  8.0746e-06     	|1              	|  8.0746e-06     	|  5.1334e-07     	|
configure_sharded_model            	|  7.011e-06      	|1              	|  7.011e-06      	|  4.4572e-07     	|
on_val_dataloader                  	|  5.9512e-06     	|1              	|  5.9512e-06     	|  3.7834e-07     	|
on_train_dataloader                	|  5.6513e-06     	|1              	|  5.6513e-06     	|  3.5928e-07     	|
