FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1545.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.477         	|21             	|  1522.0         	|  98.508         	|
run_training_batch                 	|  0.18653        	|8000           	|  1492.2         	|  96.579         	|
training_step_and_backward         	|  0.1766         	|8000           	|  1412.8         	|  91.437         	|
model_forward                      	|  0.093912       	|8000           	|  751.29         	|  48.625         	|
training_step                      	|  0.093782       	|8000           	|  750.26         	|  48.558         	|
backward                           	|  0.082506       	|8000           	|  660.05         	|  42.72          	|
optimizer_step_with_closure_0      	|  0.2337         	|1000           	|  233.7          	|  15.125         	|
get_train_batch                    	|  0.0018076      	|8021           	|  14.499         	|  0.93842        	|
fetch_next_train_batch             	|  0.0017919      	|8021           	|  14.372         	|  0.93022        	|
on_train_batch_end                 	|  0.0010593      	|8000           	|  8.4747         	|  0.5485         	|
training_batch_to_device           	|  0.0002093      	|8000           	|  1.6744         	|  0.10837        	|
zero_grad                          	|  0.0012852      	|1000           	|  1.2852         	|  0.083184       	|
on_train_batch_start               	|  8.8727e-05     	|8000           	|  0.70982        	|  0.045941       	|
on_batch_start                     	|  1.4075e-05     	|8000           	|  0.1126         	|  0.0072878      	|
on_batch_end                       	|  1.2898e-05     	|8000           	|  0.10318        	|  0.0066783      	|
on_before_backward                 	|  1.2304e-05     	|8000           	|  0.098433       	|  0.0063708      	|
on_after_backward                  	|  1.1428e-05     	|8000           	|  0.091423       	|  0.0059171      	|
training_step_end                  	|  5.8749e-06     	|8000           	|  0.046999       	|  0.0030419      	|
on_train_end                       	|  0.02585        	|1              	|  0.02585        	|  0.0016731      	|
on_pretrain_routine_start          	|  0.022073       	|1              	|  0.022073       	|  0.0014286      	|
on_before_zero_grad                	|  1.37e-05       	|1000           	|  0.0137         	|  0.00088671     	|
on_before_optimizer_step           	|  1.1479e-05     	|1000           	|  0.011479       	|  0.00074296     	|
configure_optimizers               	|  0.0087421      	|1              	|  0.0087421      	|  0.00056581     	|
on_train_epoch_start               	|  0.00029316     	|21             	|  0.0061564      	|  0.00039846     	|
on_train_epoch_end                 	|  0.00027987     	|21             	|  0.0058773      	|  0.00038039     	|
on_train_start                     	|  0.00069289     	|1              	|  0.00069289     	|  4.4845e-05     	|
on_epoch_start                     	|  1.0886e-05     	|21             	|  0.00022861     	|  1.4796e-05     	|
on_epoch_end                       	|  1.0453e-05     	|21             	|  0.00021952     	|  1.4208e-05     	|
on_fit_end                         	|  2.173e-05      	|1              	|  2.173e-05      	|  1.4064e-06     	|
on_before_accelerator_backend_setup	|  2.1491e-05     	|1              	|  2.1491e-05     	|  1.3909e-06     	|
on_fit_start                       	|  1.7623e-05     	|1              	|  1.7623e-05     	|  1.1406e-06     	|
setup                              	|  1.3906e-05     	|1              	|  1.3906e-05     	|  9.0003e-07     	|
on_configure_sharded_model         	|  1.3736e-05     	|1              	|  1.3736e-05     	|  8.8903e-07     	|
teardown                           	|  9.9391e-06     	|1              	|  9.9391e-06     	|  6.4328e-07     	|
on_pretrain_routine_end            	|  9.658e-06      	|1              	|  9.658e-06      	|  6.2509e-07     	|
prepare_data                       	|  8.4869e-06     	|1              	|  8.4869e-06     	|  5.4929e-07     	|
configure_callbacks                	|  7.0729e-06     	|1              	|  7.0729e-06     	|  4.5778e-07     	|
configure_sharded_model            	|  4.739e-06      	|1              	|  4.739e-06      	|  3.0672e-07     	|
on_val_dataloader                  	|  4.4182e-06     	|1              	|  4.4182e-06     	|  2.8596e-07     	|
on_train_dataloader                	|  4.329e-06      	|1              	|  4.329e-06      	|  2.8018e-07     	|
