FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  354.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2561         	|63             	|  331.13         	|  93.527         	|
run_training_batch                 	|  0.30789        	|1000           	|  307.89         	|  86.963         	|
optimizer_step_with_closure_0      	|  0.30516        	|1000           	|  305.16         	|  86.19          	|
training_step_and_backward         	|  0.22835        	|1000           	|  228.35         	|  64.495         	|
model_forward                      	|  0.14193        	|1000           	|  141.93         	|  40.088         	|
training_step                      	|  0.1418         	|1000           	|  141.8          	|  40.049         	|
backward                           	|  0.085071       	|1000           	|  85.071         	|  24.028         	|
get_train_batch                    	|  0.0073091      	|1063           	|  7.7696         	|  2.1945         	|
fetch_next_train_batch             	|  0.0072904      	|1063           	|  7.7497         	|  2.1889         	|
zero_grad                          	|  0.001319       	|1000           	|  1.319          	|  0.37255        	|
on_train_batch_end                 	|  0.0011937      	|1000           	|  1.1937         	|  0.33716        	|
training_batch_to_device           	|  0.00022529     	|1000           	|  0.22529        	|  0.063631       	|
on_train_batch_start               	|  9.1654e-05     	|1000           	|  0.091654       	|  0.025887       	|
on_train_end                       	|  0.024878       	|1              	|  0.024878       	|  0.0070265      	|
on_pretrain_routine_start          	|  0.022733       	|1              	|  0.022733       	|  0.0064207      	|
on_train_epoch_start               	|  0.00030589     	|63             	|  0.019271       	|  0.005443       	|
on_train_epoch_end                 	|  0.00029095     	|63             	|  0.01833        	|  0.0051771      	|
on_batch_start                     	|  1.7487e-05     	|1000           	|  0.017487       	|  0.0049391      	|
on_before_zero_grad                	|  1.3487e-05     	|1000           	|  0.013487       	|  0.0038094      	|
on_batch_end                       	|  1.2973e-05     	|1000           	|  0.012973       	|  0.0036641      	|
on_after_backward                  	|  1.1214e-05     	|1000           	|  0.011214       	|  0.0031674      	|
on_before_backward                 	|  1.0264e-05     	|1000           	|  0.010264       	|  0.002899       	|
on_before_optimizer_step           	|  1.0014e-05     	|1000           	|  0.010014       	|  0.0028283      	|
configure_optimizers               	|  0.0081779      	|1              	|  0.0081779      	|  0.0023098      	|
training_step_end                  	|  5.8534e-06     	|1000           	|  0.0058534      	|  0.0016533      	|
on_train_start                     	|  0.0007199      	|1              	|  0.0007199      	|  0.00020333     	|
on_epoch_end                       	|  1.0692e-05     	|63             	|  0.00067362     	|  0.00019026     	|
on_epoch_start                     	|  1.0452e-05     	|63             	|  0.00065845     	|  0.00018598     	|
on_fit_end                         	|  2.3555e-05     	|1              	|  2.3555e-05     	|  6.653e-06      	|
on_before_accelerator_backend_setup	|  1.7052e-05     	|1              	|  1.7052e-05     	|  4.8163e-06     	|
on_fit_start                       	|  1.6371e-05     	|1              	|  1.6371e-05     	|  4.6239e-06     	|
setup                              	|  1.4367e-05     	|1              	|  1.4367e-05     	|  4.0579e-06     	|
on_configure_sharded_model         	|  1.3576e-05     	|1              	|  1.3576e-05     	|  3.8345e-06     	|
teardown                           	|  1.0359e-05     	|1              	|  1.0359e-05     	|  2.9258e-06     	|
on_pretrain_routine_end            	|  9.9089e-06     	|1              	|  9.9089e-06     	|  2.7987e-06     	|
prepare_data                       	|  7.1439e-06     	|1              	|  7.1439e-06     	|  2.0178e-06     	|
configure_callbacks                	|  4.8489e-06     	|1              	|  4.8489e-06     	|  1.3696e-06     	|
on_val_dataloader                  	|  4.609e-06      	|1              	|  4.609e-06      	|  1.3018e-06     	|
configure_sharded_model            	|  4.369e-06      	|1              	|  4.369e-06      	|  1.234e-06      	|
on_train_dataloader                	|  4.0079e-06     	|1              	|  4.0079e-06     	|  1.132e-06      	|
