FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  399.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.045         	|25             	|  376.12         	|  94.078         	|
run_training_batch                 	|  0.36352        	|1000           	|  363.52         	|  90.927         	|
optimizer_step_with_closure_0      	|  0.36086        	|1000           	|  360.86         	|  90.261         	|
training_step_and_backward         	|  0.28147        	|1000           	|  281.47         	|  70.402         	|
model_forward                      	|  0.16585        	|1000           	|  165.85         	|  41.484         	|
training_step                      	|  0.16571        	|1000           	|  165.71         	|  41.45          	|
backward                           	|  0.11431        	|1000           	|  114.31         	|  28.592         	|
get_train_batch                    	|  0.0042649      	|1025           	|  4.3715         	|  1.0934         	|
fetch_next_train_batch             	|  0.0042476      	|1025           	|  4.3538         	|  1.089          	|
zero_grad                          	|  0.0012798      	|1000           	|  1.2798         	|  0.32011        	|
on_train_batch_end                 	|  0.0012042      	|1000           	|  1.2042         	|  0.3012         	|
training_batch_to_device           	|  0.0002346      	|1000           	|  0.2346         	|  0.058681       	|
on_train_batch_start               	|  9.0641e-05     	|1000           	|  0.090641       	|  0.022672       	|
on_train_end                       	|  0.02425        	|1              	|  0.02425        	|  0.0060657      	|
on_pretrain_routine_start          	|  0.022508       	|1              	|  0.022508       	|  0.0056299      	|
on_batch_start                     	|  1.5581e-05     	|1000           	|  0.015581       	|  0.0038973      	|
on_before_zero_grad                	|  1.4344e-05     	|1000           	|  0.014344       	|  0.0035879      	|
on_batch_end                       	|  1.3088e-05     	|1000           	|  0.013088       	|  0.0032736      	|
on_after_backward                  	|  1.1781e-05     	|1000           	|  0.011781       	|  0.0029467      	|
on_before_optimizer_step           	|  1.1283e-05     	|1000           	|  0.011283       	|  0.0028222      	|
on_before_backward                 	|  1.1156e-05     	|1000           	|  0.011156       	|  0.0027905      	|
configure_optimizers               	|  0.0085326      	|1              	|  0.0085326      	|  0.0021342      	|
on_train_epoch_end                 	|  0.00029976     	|25             	|  0.007494       	|  0.0018745      	|
on_train_epoch_start               	|  0.00028595     	|25             	|  0.0071488      	|  0.0017881      	|
training_step_end                  	|  5.8632e-06     	|1000           	|  0.0058632      	|  0.0014666      	|
on_train_start                     	|  0.0006786      	|1              	|  0.0006786      	|  0.00016974     	|
on_epoch_start                     	|  1.0712e-05     	|25             	|  0.0002678      	|  6.6984e-05     	|
on_epoch_end                       	|  1.0399e-05     	|25             	|  0.00025997     	|  6.5026e-05     	|
on_fit_end                         	|  2.3874e-05     	|1              	|  2.3874e-05     	|  5.9716e-06     	|
on_before_accelerator_backend_setup	|  2.142e-05      	|1              	|  2.142e-05      	|  5.3577e-06     	|
on_fit_start                       	|  1.7783e-05     	|1              	|  1.7783e-05     	|  4.448e-06      	|
on_configure_sharded_model         	|  1.4848e-05     	|1              	|  1.4848e-05     	|  3.7139e-06     	|
setup                              	|  1.3164e-05     	|1              	|  1.3164e-05     	|  3.2927e-06     	|
teardown                           	|  1.07e-05       	|1              	|  1.07e-05       	|  2.6764e-06     	|
on_pretrain_routine_end            	|  1.055e-05      	|1              	|  1.055e-05      	|  2.6388e-06     	|
configure_callbacks                	|  8.406e-06      	|1              	|  8.406e-06      	|  2.1026e-06     	|
prepare_data                       	|  7.684e-06      	|1              	|  7.684e-06      	|  1.922e-06      	|
on_val_dataloader                  	|  4.548e-06      	|1              	|  4.548e-06      	|  1.1376e-06     	|
configure_sharded_model            	|  4.5389e-06     	|1              	|  4.5389e-06     	|  1.1353e-06     	|
on_train_dataloader                	|  4.428e-06      	|1              	|  4.428e-06      	|  1.1076e-06     	|
