FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1550.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.691         	|21             	|  1526.5         	|  98.479         	|
run_training_batch                 	|  0.18706        	|8000           	|  1496.5         	|  96.54          	|
training_step_and_backward         	|  0.17688        	|8000           	|  1415.0         	|  91.286         	|
model_forward                      	|  0.0939         	|8000           	|  751.2          	|  48.462         	|
training_step                      	|  0.093769       	|8000           	|  750.15         	|  48.394         	|
backward                           	|  0.082795       	|8000           	|  662.36         	|  42.731         	|
optimizer_step_with_closure_0      	|  0.2354         	|1000           	|  235.4          	|  15.186         	|
get_train_batch                    	|  0.0018264      	|8021           	|  14.649         	|  0.94506        	|
fetch_next_train_batch             	|  0.0018106      	|8021           	|  14.522         	|  0.93688        	|
on_train_batch_end                 	|  0.0010664      	|8000           	|  8.5315         	|  0.55038        	|
training_batch_to_device           	|  0.00021137     	|8000           	|  1.691          	|  0.10909        	|
zero_grad                          	|  0.0013166      	|1000           	|  1.3166         	|  0.08494        	|
on_train_batch_start               	|  8.9893e-05     	|8000           	|  0.71914        	|  0.046393       	|
on_batch_start                     	|  1.4524e-05     	|8000           	|  0.11619        	|  0.0074959      	|
on_before_backward                 	|  1.3113e-05     	|8000           	|  0.1049         	|  0.0067674      	|
on_batch_end                       	|  1.2799e-05     	|8000           	|  0.10239        	|  0.0066053      	|
on_after_backward                  	|  1.1405e-05     	|8000           	|  0.091237       	|  0.0058859      	|
training_step_end                  	|  5.7161e-06     	|8000           	|  0.045729       	|  0.0029501      	|
on_train_end                       	|  0.025709       	|1              	|  0.025709       	|  0.0016585      	|
on_pretrain_routine_start          	|  0.022641       	|1              	|  0.022641       	|  0.0014606      	|
on_before_zero_grad                	|  1.4224e-05     	|1000           	|  0.014224       	|  0.00091763     	|
on_before_optimizer_step           	|  1.1387e-05     	|1000           	|  0.011387       	|  0.0007346      	|
configure_optimizers               	|  0.0086969      	|1              	|  0.0086969      	|  0.00056106     	|
on_train_epoch_start               	|  0.00028445     	|21             	|  0.0059734      	|  0.00038536     	|
on_train_epoch_end                 	|  0.00028026     	|21             	|  0.0058854      	|  0.00037968     	|
on_train_start                     	|  0.0006783      	|1              	|  0.0006783      	|  4.3758e-05     	|
on_epoch_start                     	|  1.1128e-05     	|21             	|  0.00023369     	|  1.5076e-05     	|
on_epoch_end                       	|  1.0339e-05     	|21             	|  0.00021712     	|  1.4007e-05     	|
on_fit_end                         	|  2.4375e-05     	|1              	|  2.4375e-05     	|  1.5725e-06     	|
on_before_accelerator_backend_setup	|  2.2573e-05     	|1              	|  2.2573e-05     	|  1.4562e-06     	|
on_fit_start                       	|  1.7192e-05     	|1              	|  1.7192e-05     	|  1.1091e-06     	|
on_configure_sharded_model         	|  1.3776e-05     	|1              	|  1.3776e-05     	|  8.8871e-07     	|
setup                              	|  1.3696e-05     	|1              	|  1.3696e-05     	|  8.8356e-07     	|
teardown                           	|  1.2403e-05     	|1              	|  1.2403e-05     	|  8.0014e-07     	|
on_pretrain_routine_end            	|  1.0189e-05     	|1              	|  1.0189e-05     	|  6.5731e-07     	|
prepare_data                       	|  8.2161e-06     	|1              	|  8.2161e-06     	|  5.3004e-07     	|
configure_callbacks                	|  6.6031e-06     	|1              	|  6.6031e-06     	|  4.2598e-07     	|
configure_sharded_model            	|  4.8091e-06     	|1              	|  4.8091e-06     	|  3.1025e-07     	|
on_val_dataloader                  	|  4.3679e-06     	|1              	|  4.3679e-06     	|  2.8178e-07     	|
on_train_dataloader                	|  4.1882e-06     	|1              	|  4.1882e-06     	|  2.7019e-07     	|
