FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  525.23         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0025         	|500            	|  501.23         	|  95.429         	|
run_training_batch                 	|  0.32493        	|1000           	|  324.93         	|  61.864         	|
optimizer_step_with_closure_0      	|  0.32222        	|1000           	|  322.22         	|  61.348         	|
training_step_and_backward         	|  0.2415         	|1000           	|  241.5          	|  45.98          	|
model_forward                      	|  0.14978        	|1000           	|  149.78         	|  28.517         	|
training_step                      	|  0.14961        	|1000           	|  149.61         	|  28.485         	|
backward                           	|  0.090303       	|1000           	|  90.303         	|  17.193         	|
get_train_batch                    	|  0.031598       	|1500           	|  47.397         	|  9.0239         	|
fetch_next_train_batch             	|  0.031565       	|1500           	|  47.348         	|  9.0146         	|
zero_grad                          	|  0.0013837      	|1000           	|  1.3837         	|  0.26344        	|
on_train_batch_end                 	|  0.0013681      	|1000           	|  1.3681         	|  0.26048        	|
training_batch_to_device           	|  0.00059761     	|1000           	|  0.59761        	|  0.11378        	|
on_train_epoch_start               	|  0.00027728     	|500            	|  0.13864        	|  0.026396       	|
on_train_epoch_end                 	|  0.00026929     	|500            	|  0.13465        	|  0.025635       	|
on_train_batch_start               	|  0.00010703     	|1000           	|  0.10703        	|  0.020377       	|
on_batch_start                     	|  3.5614e-05     	|1000           	|  0.035614       	|  0.0067806      	|
on_train_end                       	|  0.024043       	|1              	|  0.024043       	|  0.0045776      	|
on_pretrain_routine_start          	|  0.022151       	|1              	|  0.022151       	|  0.0042174      	|
on_before_zero_grad                	|  2.1365e-05     	|1000           	|  0.021365       	|  0.0040678      	|
on_batch_end                       	|  1.4215e-05     	|1000           	|  0.014215       	|  0.0027064      	|
on_before_optimizer_step           	|  1.2858e-05     	|1000           	|  0.012858       	|  0.002448       	|
on_before_backward                 	|  1.2281e-05     	|1000           	|  0.012281       	|  0.0023382      	|
on_after_backward                  	|  1.1867e-05     	|1000           	|  0.011867       	|  0.0022594      	|
configure_optimizers               	|  0.0083908      	|1              	|  0.0083908      	|  0.0015975      	|
training_step_end                  	|  7.8454e-06     	|1000           	|  0.0078454      	|  0.0014937      	|
on_epoch_end                       	|  1.2828e-05     	|500            	|  0.0064138      	|  0.0012211      	|
on_epoch_start                     	|  1.0633e-05     	|500            	|  0.0053163      	|  0.0010122      	|
on_train_start                     	|  0.00073927     	|1              	|  0.00073927     	|  0.00014075     	|
on_fit_end                         	|  2.3333e-05     	|1              	|  2.3333e-05     	|  4.4424e-06     	|
on_before_accelerator_backend_setup	|  2.1651e-05     	|1              	|  2.1651e-05     	|  4.1222e-06     	|
on_fit_start                       	|  1.7052e-05     	|1              	|  1.7052e-05     	|  3.2466e-06     	|
on_configure_sharded_model         	|  1.3675e-05     	|1              	|  1.3675e-05     	|  2.6036e-06     	|
setup                              	|  1.2875e-05     	|1              	|  1.2875e-05     	|  2.4513e-06     	|
teardown                           	|  1.1251e-05     	|1              	|  1.1251e-05     	|  2.1421e-06     	|
on_pretrain_routine_end            	|  1.0319e-05     	|1              	|  1.0319e-05     	|  1.9646e-06     	|
prepare_data                       	|  8.3961e-06     	|1              	|  8.3961e-06     	|  1.5986e-06     	|
on_val_dataloader                  	|  4.999e-06      	|1              	|  4.999e-06      	|  9.5177e-07     	|
configure_callbacks                	|  4.9489e-06     	|1              	|  4.9489e-06     	|  9.4224e-07     	|
on_train_dataloader                	|  4.628e-06      	|1              	|  4.628e-06      	|  8.8113e-07     	|
configure_sharded_model            	|  4.589e-06      	|1              	|  4.589e-06      	|  8.737e-07      	|
