FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  400.67         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.036         	|25             	|  375.89         	|  93.815         	|
run_training_batch                 	|  0.36329        	|1000           	|  363.29         	|  90.672         	|
optimizer_step_with_closure_0      	|  0.36053        	|1000           	|  360.53         	|  89.982         	|
training_step_and_backward         	|  0.28144        	|1000           	|  281.44         	|  70.242         	|
model_forward                      	|  0.16585        	|1000           	|  165.85         	|  41.392         	|
training_step                      	|  0.16571        	|1000           	|  165.71         	|  41.358         	|
backward                           	|  0.11429        	|1000           	|  114.29         	|  28.524         	|
get_train_batch                    	|  0.0042428      	|1025           	|  4.3488         	|  1.0854         	|
fetch_next_train_batch             	|  0.0042253      	|1025           	|  4.331          	|  1.0809         	|
zero_grad                          	|  0.0012791      	|1000           	|  1.2791         	|  0.31925        	|
on_train_batch_end                 	|  0.00121        	|1000           	|  1.21           	|  0.302          	|
training_batch_to_device           	|  0.00023886     	|1000           	|  0.23886        	|  0.059614       	|
on_train_batch_start               	|  9.0431e-05     	|1000           	|  0.090431       	|  0.02257        	|
on_train_end                       	|  0.023868       	|1              	|  0.023868       	|  0.005957       	|
on_pretrain_routine_start          	|  0.022481       	|1              	|  0.022481       	|  0.0056109      	|
on_batch_start                     	|  1.5341e-05     	|1000           	|  0.015341       	|  0.0038288      	|
on_before_zero_grad                	|  1.3778e-05     	|1000           	|  0.013778       	|  0.0034386      	|
on_batch_end                       	|  1.3317e-05     	|1000           	|  0.013317       	|  0.0033238      	|
on_after_backward                  	|  1.1357e-05     	|1000           	|  0.011357       	|  0.0028346      	|
on_before_backward                 	|  1.066e-05      	|1000           	|  0.01066        	|  0.0026606      	|
on_before_optimizer_step           	|  1.0538e-05     	|1000           	|  0.010538       	|  0.0026302      	|
configure_optimizers               	|  0.0084732      	|1              	|  0.0084732      	|  0.0021147      	|
on_train_epoch_end                 	|  0.00028319     	|25             	|  0.0070799      	|  0.001767       	|
on_train_epoch_start               	|  0.00026902     	|25             	|  0.0067255      	|  0.0016786      	|
training_step_end                  	|  6.0806e-06     	|1000           	|  0.0060806      	|  0.0015176      	|
on_train_start                     	|  0.00070328     	|1              	|  0.00070328     	|  0.00017552     	|
on_epoch_start                     	|  1.0712e-05     	|25             	|  0.00026781     	|  6.6841e-05     	|
on_epoch_end                       	|  1.0694e-05     	|25             	|  0.00026736     	|  6.6728e-05     	|
on_fit_end                         	|  2.3905e-05     	|1              	|  2.3905e-05     	|  5.9663e-06     	|
on_before_accelerator_backend_setup	|  2.2442e-05     	|1              	|  2.2442e-05     	|  5.6011e-06     	|
on_fit_start                       	|  1.7864e-05     	|1              	|  1.7864e-05     	|  4.4585e-06     	|
on_configure_sharded_model         	|  1.6601e-05     	|1              	|  1.6601e-05     	|  4.1433e-06     	|
setup                              	|  1.4497e-05     	|1              	|  1.4497e-05     	|  3.6182e-06     	|
teardown                           	|  1.077e-05      	|1              	|  1.077e-05      	|  2.688e-06      	|
on_pretrain_routine_end            	|  9.879e-06      	|1              	|  9.879e-06      	|  2.4656e-06     	|
prepare_data                       	|  8.3951e-06     	|1              	|  8.3951e-06     	|  2.0953e-06     	|
configure_callbacks                	|  6.603e-06      	|1              	|  6.603e-06      	|  1.648e-06      	|
configure_sharded_model            	|  4.548e-06      	|1              	|  4.548e-06      	|  1.1351e-06     	|
on_train_dataloader                	|  4.1471e-06     	|1              	|  4.1471e-06     	|  1.035e-06      	|
on_val_dataloader                  	|  3.9369e-06     	|1              	|  3.9369e-06     	|  9.8259e-07     	|
