FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1119.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1995         	|500            	|  1099.7         	|  98.203         	|
run_training_batch                 	|  0.36991        	|1000           	|  369.91         	|  33.032         	|
optimizer_step_with_closure_0      	|  0.36672        	|1000           	|  366.72         	|  32.747         	|
training_step_and_backward         	|  0.26244        	|1000           	|  262.44         	|  23.435         	|
model_forward                      	|  0.13591        	|1000           	|  135.91         	|  12.137         	|
training_step                      	|  0.13569        	|1000           	|  135.69         	|  12.117         	|
get_train_batch                    	|  0.084099       	|1500           	|  126.15         	|  11.265         	|
fetch_next_train_batch             	|  0.08406        	|1500           	|  126.09         	|  11.259         	|
backward                           	|  0.12495        	|1000           	|  124.95         	|  11.158         	|
on_train_batch_end                 	|  0.0022814      	|1000           	|  2.2814         	|  0.20372        	|
zero_grad                          	|  0.0015078      	|1000           	|  1.5078         	|  0.13464        	|
training_batch_to_device           	|  0.00060722     	|1000           	|  0.60722        	|  0.054223       	|
on_train_epoch_end                 	|  0.00036036     	|500            	|  0.18018        	|  0.01609        	|
on_train_epoch_start               	|  0.00034346     	|500            	|  0.17173        	|  0.015335       	|
on_train_batch_start               	|  0.00012724     	|1000           	|  0.12724        	|  0.011362       	|
on_batch_start                     	|  4.7625e-05     	|1000           	|  0.047625       	|  0.0042527      	|
on_train_end                       	|  0.046263       	|1              	|  0.046263       	|  0.0041311      	|
on_after_backward                  	|  2.4494e-05     	|1000           	|  0.024494       	|  0.0021873      	|
on_pretrain_routine_start          	|  0.023232       	|1              	|  0.023232       	|  0.0020745      	|
on_before_zero_grad                	|  2.0213e-05     	|1000           	|  0.020213       	|  0.001805       	|
on_before_optimizer_step           	|  1.8524e-05     	|1000           	|  0.018524       	|  0.0016542      	|
on_before_backward                 	|  1.6232e-05     	|1000           	|  0.016232       	|  0.0014495      	|
on_batch_end                       	|  1.5837e-05     	|1000           	|  0.015837       	|  0.0014142      	|
configure_optimizers               	|  0.009699       	|1              	|  0.009699       	|  0.00086609     	|
training_step_end                  	|  8.7497e-06     	|1000           	|  0.0087497      	|  0.00078132     	|
on_epoch_end                       	|  1.2196e-05     	|500            	|  0.0060982      	|  0.00054455     	|
on_epoch_start                     	|  1.1614e-05     	|500            	|  0.005807       	|  0.00051855     	|
on_train_start                     	|  0.002272       	|1              	|  0.002272       	|  0.00020288     	|
on_fit_end                         	|  6.0027e-05     	|1              	|  6.0027e-05     	|  5.3603e-06     	|
on_fit_start                       	|  4.0207e-05     	|1              	|  4.0207e-05     	|  3.5904e-06     	|
on_before_accelerator_backend_setup	|  3.0922e-05     	|1              	|  3.0922e-05     	|  2.7612e-06     	|
setup                              	|  2.5664e-05     	|1              	|  2.5664e-05     	|  2.2917e-06     	|
on_configure_sharded_model         	|  2.1985e-05     	|1              	|  2.1985e-05     	|  1.9632e-06     	|
teardown                           	|  1.51e-05       	|1              	|  1.51e-05       	|  1.3484e-06     	|
on_pretrain_routine_end            	|  1.4754e-05     	|1              	|  1.4754e-05     	|  1.3175e-06     	|
configure_callbacks                	|  8.3372e-06     	|1              	|  8.3372e-06     	|  7.4449e-07     	|
prepare_data                       	|  8.218e-06      	|1              	|  8.218e-06      	|  7.3384e-07     	|
configure_sharded_model            	|  8.0876e-06     	|1              	|  8.0876e-06     	|  7.222e-07      	|
on_train_dataloader                	|  6.7819e-06     	|1              	|  6.7819e-06     	|  6.056e-07      	|
on_val_dataloader                  	|  6.6273e-06     	|1              	|  6.6273e-06     	|  5.918e-07      	|
