FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  479.54         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.3097         	|63             	|  460.51         	|  96.032         	|
run_training_batch                 	|  0.28772        	|1000           	|  287.72         	|  59.999         	|
optimizer_step_with_closure_0      	|  0.2835         	|1000           	|  283.5          	|  59.12          	|
training_step_and_backward         	|  0.21648        	|1000           	|  216.48         	|  45.143         	|
model_forward                      	|  0.11066        	|1000           	|  110.66         	|  23.077         	|
training_step                      	|  0.11045        	|1000           	|  110.45         	|  23.033         	|
backward                           	|  0.10423        	|1000           	|  104.23         	|  21.735         	|
get_train_batch                    	|  0.031119       	|1063           	|  33.08          	|  6.8982         	|
fetch_next_train_batch             	|  0.031092       	|1063           	|  33.05          	|  6.8921         	|
on_train_batch_end                 	|  0.0028596      	|1000           	|  2.8596         	|  0.59633        	|
zero_grad                          	|  0.0015534      	|1000           	|  1.5534         	|  0.32394        	|
training_batch_to_device           	|  0.00038809     	|1000           	|  0.38809        	|  0.08093        	|
on_train_batch_start               	|  9.8366e-05     	|1000           	|  0.098366       	|  0.020513       	|
on_train_end                       	|  0.074296       	|1              	|  0.074296       	|  0.015493       	|
on_train_epoch_end                 	|  0.00057413     	|63             	|  0.03617        	|  0.0075427      	|
on_train_epoch_start               	|  0.00043585     	|63             	|  0.027458       	|  0.005726       	|
configure_optimizers               	|  0.027051       	|1              	|  0.027051       	|  0.0056411      	|
on_after_backward                  	|  2.5495e-05     	|1000           	|  0.025495       	|  0.0053165      	|
on_batch_start                     	|  2.4615e-05     	|1000           	|  0.024615       	|  0.005133       	|
on_pretrain_routine_start          	|  0.023621       	|1              	|  0.023621       	|  0.0049258      	|
on_before_zero_grad                	|  2.0427e-05     	|1000           	|  0.020427       	|  0.0042597      	|
on_batch_end                       	|  1.6693e-05     	|1000           	|  0.016693       	|  0.0034811      	|
on_before_optimizer_step           	|  1.4701e-05     	|1000           	|  0.014701       	|  0.0030656      	|
on_before_backward                 	|  1.3698e-05     	|1000           	|  0.013698       	|  0.0028565      	|
training_step_end                  	|  7.9383e-06     	|1000           	|  0.0079383      	|  0.0016554      	|
on_train_start                     	|  0.00096707     	|1              	|  0.00096707     	|  0.00020167     	|
on_epoch_end                       	|  1.2139e-05     	|63             	|  0.00076479     	|  0.00015948     	|
on_epoch_start                     	|  1.1408e-05     	|63             	|  0.00071873     	|  0.00014988     	|
on_fit_end                         	|  6.5967e-05     	|1              	|  6.5967e-05     	|  1.3756e-05     	|
setup                              	|  2.9707e-05     	|1              	|  2.9707e-05     	|  6.195e-06      	|
on_configure_sharded_model         	|  2.7345e-05     	|1              	|  2.7345e-05     	|  5.7025e-06     	|
on_fit_start                       	|  2.6377e-05     	|1              	|  2.6377e-05     	|  5.5005e-06     	|
on_before_accelerator_backend_setup	|  2.4568e-05     	|1              	|  2.4568e-05     	|  5.1233e-06     	|
teardown                           	|  1.6952e-05     	|1              	|  1.6952e-05     	|  3.5351e-06     	|
on_pretrain_routine_end            	|  1.4355e-05     	|1              	|  1.4355e-05     	|  2.9936e-06     	|
configure_sharded_model            	|  1.0246e-05     	|1              	|  1.0246e-05     	|  2.1367e-06     	|
prepare_data                       	|  9.7658e-06     	|1              	|  9.7658e-06     	|  2.0365e-06     	|
configure_callbacks                	|  7.838e-06      	|1              	|  7.838e-06      	|  1.6345e-06     	|
on_val_dataloader                  	|  6.5137e-06     	|1              	|  6.5137e-06     	|  1.3583e-06     	|
on_train_dataloader                	|  6.4485e-06     	|1              	|  6.4485e-06     	|  1.3447e-06     	|
