FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  355.37         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2768         	|63             	|  332.44         	|  93.547         	|
run_training_batch                 	|  0.30919        	|1000           	|  309.19         	|  87.004         	|
optimizer_step_with_closure_0      	|  0.30651        	|1000           	|  306.51         	|  86.252         	|
training_step_and_backward         	|  0.23036        	|1000           	|  230.36         	|  64.824         	|
model_forward                      	|  0.14236        	|1000           	|  142.36         	|  40.059         	|
training_step                      	|  0.14222        	|1000           	|  142.22         	|  40.02          	|
backward                           	|  0.086669       	|1000           	|  86.669         	|  24.388         	|
get_train_batch                    	|  0.0074215      	|1063           	|  7.889          	|  2.2199         	|
fetch_next_train_batch             	|  0.0074023      	|1063           	|  7.8687         	|  2.2142         	|
zero_grad                          	|  0.0013118      	|1000           	|  1.3118         	|  0.36912        	|
on_train_batch_end                 	|  0.0011862      	|1000           	|  1.1862         	|  0.33378        	|
training_batch_to_device           	|  0.00022588     	|1000           	|  0.22588        	|  0.06356        	|
on_train_batch_start               	|  9.1824e-05     	|1000           	|  0.091824       	|  0.025839       	|
on_train_end                       	|  0.02438        	|1              	|  0.02438        	|  0.0068604      	|
on_pretrain_routine_start          	|  0.022341       	|1              	|  0.022341       	|  0.0062867      	|
on_train_epoch_end                 	|  0.0002902      	|63             	|  0.018283       	|  0.0051446      	|
on_train_epoch_start               	|  0.00028508     	|63             	|  0.01796        	|  0.0050538      	|
on_batch_start                     	|  1.599e-05      	|1000           	|  0.01599        	|  0.0044994      	|
on_batch_end                       	|  1.3874e-05     	|1000           	|  0.013874       	|  0.0039042      	|
on_before_zero_grad                	|  1.3413e-05     	|1000           	|  0.013413       	|  0.0037744      	|
on_after_backward                  	|  1.1527e-05     	|1000           	|  0.011527       	|  0.0032436      	|
on_before_optimizer_step           	|  1.0968e-05     	|1000           	|  0.010968       	|  0.0030863      	|
on_before_backward                 	|  1.0476e-05     	|1000           	|  0.010476       	|  0.0029479      	|
configure_optimizers               	|  0.0085436      	|1              	|  0.0085436      	|  0.0024041      	|
training_step_end                  	|  5.7533e-06     	|1000           	|  0.0057533      	|  0.001619       	|
on_train_start                     	|  0.00073138     	|1              	|  0.00073138     	|  0.00020581     	|
on_epoch_end                       	|  1.0831e-05     	|63             	|  0.00068236     	|  0.00019201     	|
on_epoch_start                     	|  1.0631e-05     	|63             	|  0.00066977     	|  0.00018847     	|
on_fit_end                         	|  2.1591e-05     	|1              	|  2.1591e-05     	|  6.0756e-06     	|
on_before_accelerator_backend_setup	|  2.0428e-05     	|1              	|  2.0428e-05     	|  5.7483e-06     	|
on_fit_start                       	|  1.642e-05      	|1              	|  1.642e-05      	|  4.6205e-06     	|
on_configure_sharded_model         	|  1.4828e-05     	|1              	|  1.4828e-05     	|  4.1725e-06     	|
setup                              	|  1.4277e-05     	|1              	|  1.4277e-05     	|  4.0175e-06     	|
on_pretrain_routine_end            	|  1.068e-05      	|1              	|  1.068e-05      	|  3.0053e-06     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  2.9715e-06     	|
prepare_data                       	|  8.6561e-06     	|1              	|  8.6561e-06     	|  2.4358e-06     	|
configure_callbacks                	|  5.2501e-06     	|1              	|  5.2501e-06     	|  1.4774e-06     	|
configure_sharded_model            	|  4.989e-06      	|1              	|  4.989e-06      	|  1.4039e-06     	|
on_val_dataloader                  	|  4.338e-06      	|1              	|  4.338e-06      	|  1.2207e-06     	|
on_train_dataloader                	|  4.228e-06      	|1              	|  4.228e-06      	|  1.1897e-06     	|
