FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  336.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.411         	|21             	|  323.63         	|  96.219         	|
run_training_batch                 	|  0.30966        	|1000           	|  309.66         	|  92.063         	|
optimizer_step_with_closure_0      	|  0.30703        	|1000           	|  307.03         	|  91.283         	|
training_step_and_backward         	|  0.23569        	|1000           	|  235.69         	|  70.074         	|
backward                           	|  0.11907        	|1000           	|  119.07         	|  35.401         	|
model_forward                      	|  0.11512        	|1000           	|  115.12         	|  34.226         	|
training_step                      	|  0.11493        	|1000           	|  114.93         	|  34.17          	|
get_train_batch                    	|  0.0045792      	|1021           	|  4.6754         	|  1.39           	|
fetch_next_train_batch             	|  0.0045591      	|1021           	|  4.6548         	|  1.3839         	|
on_train_batch_end                 	|  0.0017638      	|1000           	|  1.7638         	|  0.52438        	|
zero_grad                          	|  0.0014725      	|1000           	|  1.4725         	|  0.43779        	|
training_batch_to_device           	|  0.00028732     	|1000           	|  0.28732        	|  0.085422       	|
on_train_batch_start               	|  0.00010783     	|1000           	|  0.10783        	|  0.032059       	|
on_pretrain_routine_start          	|  0.025779       	|1              	|  0.025779       	|  0.0076642      	|
on_train_end                       	|  0.025407       	|1              	|  0.025407       	|  0.0075537      	|
on_batch_start                     	|  1.9186e-05     	|1000           	|  0.019186       	|  0.0057041      	|
on_after_backward                  	|  1.8908e-05     	|1000           	|  0.018908       	|  0.0056213      	|
on_batch_end                       	|  1.486e-05      	|1000           	|  0.01486        	|  0.0044179      	|
on_before_zero_grad                	|  1.4594e-05     	|1000           	|  0.014594       	|  0.0043388      	|
on_before_optimizer_step           	|  1.218e-05      	|1000           	|  0.01218        	|  0.0036212      	|
on_before_backward                 	|  1.1704e-05     	|1000           	|  0.011704       	|  0.0034796      	|
on_train_epoch_start               	|  0.00047554     	|21             	|  0.0099863      	|  0.002969       	|
on_train_epoch_end                 	|  0.0004666      	|21             	|  0.0097986      	|  0.0029132      	|
configure_optimizers               	|  0.0089535      	|1              	|  0.0089535      	|  0.0026619      	|
training_step_end                  	|  6.9168e-06     	|1000           	|  0.0069168      	|  0.0020564      	|
on_train_start                     	|  0.0019422      	|1              	|  0.0019422      	|  0.00057743     	|
on_epoch_end                       	|  1.1519e-05     	|21             	|  0.00024189     	|  7.1916e-05     	|
on_epoch_start                     	|  1.0611e-05     	|21             	|  0.00022282     	|  6.6246e-05     	|
on_fit_end                         	|  2.7832e-05     	|1              	|  2.7832e-05     	|  8.2747e-06     	|
setup                              	|  2.4024e-05     	|1              	|  2.4024e-05     	|  7.1425e-06     	|
on_before_accelerator_backend_setup	|  2.2038e-05     	|1              	|  2.2038e-05     	|  6.552e-06      	|
on_configure_sharded_model         	|  1.8113e-05     	|1              	|  1.8113e-05     	|  5.3851e-06     	|
on_fit_start                       	|  1.8049e-05     	|1              	|  1.8049e-05     	|  5.3661e-06     	|
on_pretrain_routine_end            	|  1.4296e-05     	|1              	|  1.4296e-05     	|  4.2503e-06     	|
teardown                           	|  1.0721e-05     	|1              	|  1.0721e-05     	|  3.1874e-06     	|
prepare_data                       	|  9.014e-06      	|1              	|  9.014e-06      	|  2.6799e-06     	|
configure_sharded_model            	|  7.284e-06      	|1              	|  7.284e-06      	|  2.1656e-06     	|
on_train_dataloader                	|  6.994e-06      	|1              	|  6.994e-06      	|  2.0794e-06     	|
configure_callbacks                	|  6.691e-06      	|1              	|  6.691e-06      	|  1.9893e-06     	|
on_val_dataloader                  	|  6.259e-06      	|1              	|  6.259e-06      	|  1.8608e-06     	|
