FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  400.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.019         	|25             	|  375.48         	|  93.721         	|
run_training_batch                 	|  0.3629         	|1000           	|  362.9          	|  90.581         	|
optimizer_step_with_closure_0      	|  0.36032        	|1000           	|  360.32         	|  89.937         	|
training_step_and_backward         	|  0.28067        	|1000           	|  280.67         	|  70.057         	|
model_forward                      	|  0.16552        	|1000           	|  165.52         	|  41.314         	|
training_step                      	|  0.16538        	|1000           	|  165.38         	|  41.28          	|
backward                           	|  0.11381        	|1000           	|  113.81         	|  28.407         	|
get_train_batch                    	|  0.0042565      	|1025           	|  4.3629         	|  1.089          	|
fetch_next_train_batch             	|  0.0042392      	|1025           	|  4.3452         	|  1.0846         	|
zero_grad                          	|  0.0013202      	|1000           	|  1.3202         	|  0.32953        	|
on_train_batch_end                 	|  0.0012065      	|1000           	|  1.2065         	|  0.30114        	|
training_batch_to_device           	|  0.00023829     	|1000           	|  0.23829        	|  0.059477       	|
on_train_batch_start               	|  8.9552e-05     	|1000           	|  0.089552       	|  0.022352       	|
on_train_end                       	|  0.023715       	|1              	|  0.023715       	|  0.0059194      	|
on_pretrain_routine_start          	|  0.022215       	|1              	|  0.022215       	|  0.005545       	|
on_batch_start                     	|  1.4699e-05     	|1000           	|  0.014699       	|  0.003669       	|
on_before_zero_grad                	|  1.4122e-05     	|1000           	|  0.014122       	|  0.0035249      	|
on_batch_end                       	|  1.3156e-05     	|1000           	|  0.013156       	|  0.0032838      	|
on_after_backward                  	|  1.179e-05      	|1000           	|  0.01179        	|  0.0029428      	|
on_before_backward                 	|  1.082e-05      	|1000           	|  0.01082        	|  0.0027008      	|
on_before_optimizer_step           	|  1.0461e-05     	|1000           	|  0.010461       	|  0.0026111      	|
configure_optimizers               	|  0.0085789      	|1              	|  0.0085789      	|  0.0021413      	|
on_train_epoch_end                 	|  0.0003175      	|25             	|  0.0079374      	|  0.0019812      	|
on_train_epoch_start               	|  0.00028706     	|25             	|  0.0071766      	|  0.0017913      	|
training_step_end                  	|  5.7189e-06     	|1000           	|  0.0057189      	|  0.0014274      	|
on_train_start                     	|  0.00070882     	|1              	|  0.00070882     	|  0.00017692     	|
on_epoch_start                     	|  1.1438e-05     	|25             	|  0.00028594     	|  7.1372e-05     	|
on_epoch_end                       	|  1.0545e-05     	|25             	|  0.00026361     	|  6.5799e-05     	|
on_fit_end                         	|  2.2122e-05     	|1              	|  2.2122e-05     	|  5.5217e-06     	|
on_before_accelerator_backend_setup	|  2.1921e-05     	|1              	|  2.1921e-05     	|  5.4715e-06     	|
on_fit_start                       	|  1.7493e-05     	|1              	|  1.7493e-05     	|  4.3663e-06     	|
on_configure_sharded_model         	|  1.583e-05      	|1              	|  1.583e-05      	|  3.9512e-06     	|
setup                              	|  1.3224e-05     	|1              	|  1.3224e-05     	|  3.3008e-06     	|
teardown                           	|  1.04e-05       	|1              	|  1.04e-05       	|  2.5959e-06     	|
on_pretrain_routine_end            	|  1.0199e-05     	|1              	|  1.0199e-05     	|  2.5457e-06     	|
prepare_data                       	|  7.794e-06      	|1              	|  7.794e-06      	|  1.9454e-06     	|
configure_callbacks                	|  7.104e-06      	|1              	|  7.104e-06      	|  1.7732e-06     	|
configure_sharded_model            	|  4.9589e-06     	|1              	|  4.9589e-06     	|  1.2378e-06     	|
on_val_dataloader                  	|  4.468e-06      	|1              	|  4.468e-06      	|  1.1152e-06     	|
on_train_dataloader                	|  4.178e-06      	|1              	|  4.178e-06      	|  1.0428e-06     	|
