FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  709.89         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4536         	|200            	|  690.73         	|  97.3           	|
run_training_batch                 	|  0.30323        	|1000           	|  303.23         	|  42.715         	|
optimizer_step_with_closure_0      	|  0.29947        	|1000           	|  299.47         	|  42.185         	|
training_step_and_backward         	|  0.23327        	|1000           	|  233.27         	|  32.86          	|
model_forward                      	|  0.11706        	|1000           	|  117.06         	|  16.489         	|
training_step                      	|  0.11683        	|1000           	|  116.83         	|  16.458         	|
backward                           	|  0.1146         	|1000           	|  114.6          	|  16.144         	|
get_train_batch                    	|  0.061177       	|1200           	|  73.412         	|  10.341         	|
fetch_next_train_batch             	|  0.061144       	|1200           	|  73.373         	|  10.336         	|
on_train_batch_end                 	|  0.0023748      	|1000           	|  2.3748         	|  0.33452        	|
zero_grad                          	|  0.0015697      	|1000           	|  1.5697         	|  0.22112        	|
training_batch_to_device           	|  0.0004151      	|1000           	|  0.4151         	|  0.058474       	|
on_train_batch_start               	|  0.00010767     	|1000           	|  0.10767        	|  0.015167       	|
on_train_end                       	|  0.07219        	|1              	|  0.07219        	|  0.010169       	|
configure_optimizers               	|  0.070302       	|1              	|  0.070302       	|  0.0099031      	|
on_train_epoch_end                 	|  0.00032925     	|200            	|  0.065849       	|  0.0092759      	|
on_train_epoch_start               	|  0.0003131      	|200            	|  0.062619       	|  0.0088209      	|
on_batch_start                     	|  3.2312e-05     	|1000           	|  0.032312       	|  0.0045516      	|
on_after_backward                  	|  3.098e-05      	|1000           	|  0.03098        	|  0.0043641      	|
on_pretrain_routine_start          	|  0.024921       	|1              	|  0.024921       	|  0.0035105      	|
on_before_zero_grad                	|  2.1499e-05     	|1000           	|  0.021499       	|  0.0030285      	|
on_batch_end                       	|  1.6726e-05     	|1000           	|  0.016726       	|  0.0023562      	|
on_before_optimizer_step           	|  1.5795e-05     	|1000           	|  0.015795       	|  0.002225       	|
on_before_backward                 	|  1.3725e-05     	|1000           	|  0.013725       	|  0.0019333      	|
training_step_end                  	|  9.0373e-06     	|1000           	|  0.0090373      	|  0.0012731      	|
on_epoch_start                     	|  1.2009e-05     	|200            	|  0.0024019      	|  0.00033834     	|
on_epoch_end                       	|  1.1777e-05     	|200            	|  0.0023555      	|  0.0003318      	|
on_train_start                     	|  0.0010761      	|1              	|  0.0010761      	|  0.00015159     	|
on_fit_end                         	|  6.4408e-05     	|1              	|  6.4408e-05     	|  9.073e-06      	|
on_fit_start                       	|  4.9021e-05     	|1              	|  4.9021e-05     	|  6.9054e-06     	|
on_configure_sharded_model         	|  2.7943e-05     	|1              	|  2.7943e-05     	|  3.9363e-06     	|
on_before_accelerator_backend_setup	|  2.5613e-05     	|1              	|  2.5613e-05     	|  3.608e-06      	|
setup                              	|  2.3505e-05     	|1              	|  2.3505e-05     	|  3.311e-06      	|
on_pretrain_routine_end            	|  1.75e-05       	|1              	|  1.75e-05       	|  2.4651e-06     	|
teardown                           	|  1.614e-05      	|1              	|  1.614e-05      	|  2.2736e-06     	|
prepare_data                       	|  1.2843e-05     	|1              	|  1.2843e-05     	|  1.8091e-06     	|
configure_sharded_model            	|  1.2269e-05     	|1              	|  1.2269e-05     	|  1.7283e-06     	|
on_train_dataloader                	|  8.8476e-06     	|1              	|  8.8476e-06     	|  1.2463e-06     	|
on_val_dataloader                  	|  7.7859e-06     	|1              	|  7.7859e-06     	|  1.0968e-06     	|
configure_callbacks                	|  7.6257e-06     	|1              	|  7.6257e-06     	|  1.0742e-06     	|
