FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  455.78         	|  100 %          	|
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run_training_epoch                 	|  2.1592         	|200            	|  431.83         	|  94.746         	|
run_training_batch                 	|  0.35938        	|1000           	|  359.38         	|  78.851         	|
optimizer_step_with_closure_0      	|  0.35671        	|1000           	|  356.71         	|  78.265         	|
training_step_and_backward         	|  0.27867        	|1000           	|  278.67         	|  61.142         	|
model_forward                      	|  0.16424        	|1000           	|  164.24         	|  36.036         	|
training_step                      	|  0.1641         	|1000           	|  164.1          	|  36.004         	|
backward                           	|  0.11308        	|1000           	|  113.08         	|  24.81          	|
get_train_batch                    	|  0.016593       	|1200           	|  19.911         	|  4.3686         	|
fetch_next_train_batch             	|  0.016567       	|1200           	|  19.88          	|  4.3619         	|
zero_grad                          	|  0.0013201      	|1000           	|  1.3201         	|  0.28964        	|
on_train_batch_end                 	|  0.0012481      	|1000           	|  1.2481         	|  0.27383        	|
training_batch_to_device           	|  0.00034342     	|1000           	|  0.34342        	|  0.07535        	|
on_train_batch_start               	|  9.8599e-05     	|1000           	|  0.098599       	|  0.021633       	|
on_train_epoch_start               	|  0.00027538     	|200            	|  0.055076       	|  0.012084       	|
on_train_epoch_end                 	|  0.00024772     	|200            	|  0.049543       	|  0.01087        	|
on_train_end                       	|  0.024121       	|1              	|  0.024121       	|  0.0052922      	|
on_batch_start                     	|  2.3345e-05     	|1000           	|  0.023345       	|  0.0051221      	|
on_pretrain_routine_start          	|  0.02306        	|1              	|  0.02306        	|  0.0050594      	|
on_before_zero_grad                	|  1.6569e-05     	|1000           	|  0.016569       	|  0.0036354      	|
on_batch_end                       	|  1.3993e-05     	|1000           	|  0.013993       	|  0.0030701      	|
on_before_optimizer_step           	|  1.1772e-05     	|1000           	|  0.011772       	|  0.0025828      	|
on_after_backward                  	|  1.16e-05       	|1000           	|  0.0116         	|  0.0025451      	|
on_before_backward                 	|  1.1494e-05     	|1000           	|  0.011494       	|  0.0025219      	|
configure_optimizers               	|  0.0078219      	|1              	|  0.0078219      	|  0.0017162      	|
training_step_end                  	|  6.2072e-06     	|1000           	|  0.0062072      	|  0.0013619      	|
on_epoch_start                     	|  1.1011e-05     	|200            	|  0.0022022      	|  0.00048317     	|
on_epoch_end                       	|  1.0515e-05     	|200            	|  0.0021031      	|  0.00046142     	|
on_train_start                     	|  0.00078639     	|1              	|  0.00078639     	|  0.00017254     	|
on_fit_end                         	|  2.2833e-05     	|1              	|  2.2833e-05     	|  5.0097e-06     	|
on_before_accelerator_backend_setup	|  1.9276e-05     	|1              	|  1.9276e-05     	|  4.2293e-06     	|
on_fit_start                       	|  1.611e-05      	|1              	|  1.611e-05      	|  3.5346e-06     	|
on_configure_sharded_model         	|  1.4137e-05     	|1              	|  1.4137e-05     	|  3.1017e-06     	|
setup                              	|  1.2885e-05     	|1              	|  1.2885e-05     	|  2.827e-06      	|
on_pretrain_routine_end            	|  1.2643e-05     	|1              	|  1.2643e-05     	|  2.774e-06      	|
teardown                           	|  1.098e-05      	|1              	|  1.098e-05      	|  2.4091e-06     	|
prepare_data                       	|  6.503e-06      	|1              	|  6.503e-06      	|  1.4268e-06     	|
configure_callbacks                	|  5.9709e-06     	|1              	|  5.9709e-06     	|  1.3101e-06     	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  9.7592e-07     	|
configure_sharded_model            	|  4.188e-06      	|1              	|  4.188e-06      	|  9.1888e-07     	|
on_train_dataloader                	|  4.097e-06      	|1              	|  4.097e-06      	|  8.9891e-07     	|
