FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  735.48         	|  100 %          	|
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run_training_epoch                 	|  3.5586         	|200            	|  711.72         	|  96.769         	|
run_training_batch                 	|  0.31239        	|1000           	|  312.39         	|  42.474         	|
optimizer_step_with_closure_0      	|  0.30763        	|1000           	|  307.63         	|  41.827         	|
training_step_and_backward         	|  0.23864        	|1000           	|  238.64         	|  32.446         	|
backward                           	|  0.11987        	|1000           	|  119.87         	|  16.298         	|
model_forward                      	|  0.11703        	|1000           	|  117.03         	|  15.912         	|
training_step                      	|  0.11678        	|1000           	|  116.78         	|  15.878         	|
get_train_batch                    	|  0.057728       	|1200           	|  69.273         	|  9.4188         	|
fetch_next_train_batch             	|  0.057694       	|1200           	|  69.233         	|  9.4133         	|
on_train_batch_end                 	|  0.0027235      	|1000           	|  2.7235         	|  0.3703         	|
zero_grad                          	|  0.0016967      	|1000           	|  1.6967         	|  0.23069        	|
on_train_end                       	|  0.53002        	|1              	|  0.53002        	|  0.072064       	|
training_batch_to_device           	|  0.0004501      	|1000           	|  0.4501         	|  0.061198       	|
on_train_batch_start               	|  0.00010666     	|1000           	|  0.10666        	|  0.014502       	|
on_batch_start                     	|  9.36e-05       	|1000           	|  0.0936         	|  0.012726       	|
on_train_epoch_start               	|  0.00034587     	|200            	|  0.069174       	|  0.0094053      	|
on_train_epoch_end                 	|  0.00033776     	|200            	|  0.067552       	|  0.0091847      	|
configure_optimizers               	|  0.065886       	|1              	|  0.065886       	|  0.0089582      	|
on_after_backward                  	|  3.3412e-05     	|1000           	|  0.033412       	|  0.0045429      	|
on_before_zero_grad                	|  2.5629e-05     	|1000           	|  0.025629       	|  0.0034846      	|
on_pretrain_routine_start          	|  0.02261        	|1              	|  0.02261        	|  0.0030742      	|
on_batch_end                       	|  1.7393e-05     	|1000           	|  0.017393       	|  0.0023649      	|
on_before_optimizer_step           	|  1.6099e-05     	|1000           	|  0.016099       	|  0.0021889      	|
on_before_backward                 	|  1.5296e-05     	|1000           	|  0.015296       	|  0.0020797      	|
training_step_end                  	|  1.0355e-05     	|1000           	|  0.010355       	|  0.0014079      	|
on_epoch_end                       	|  1.2744e-05     	|200            	|  0.0025488      	|  0.00034654     	|
on_epoch_start                     	|  1.1991e-05     	|200            	|  0.0023982      	|  0.00032607     	|
on_train_start                     	|  0.0011119      	|1              	|  0.0011119      	|  0.00015117     	|
on_fit_end                         	|  5.8897e-05     	|1              	|  5.8897e-05     	|  8.0079e-06     	|
on_fit_start                       	|  4.0812e-05     	|1              	|  4.0812e-05     	|  5.5491e-06     	|
setup                              	|  2.5447e-05     	|1              	|  2.5447e-05     	|  3.46e-06       	|
on_configure_sharded_model         	|  2.5265e-05     	|1              	|  2.5265e-05     	|  3.4351e-06     	|
on_before_accelerator_backend_setup	|  2.1812e-05     	|1              	|  2.1812e-05     	|  2.9656e-06     	|
teardown                           	|  1.7298e-05     	|1              	|  1.7298e-05     	|  2.352e-06      	|
on_pretrain_routine_end            	|  1.4445e-05     	|1              	|  1.4445e-05     	|  1.964e-06      	|
configure_sharded_model            	|  1.1498e-05     	|1              	|  1.1498e-05     	|  1.5633e-06     	|
on_train_dataloader                	|  8.4173e-06     	|1              	|  8.4173e-06     	|  1.1445e-06     	|
on_val_dataloader                  	|  8.3279e-06     	|1              	|  8.3279e-06     	|  1.1323e-06     	|
configure_callbacks                	|  8.1453e-06     	|1              	|  8.1453e-06     	|  1.1075e-06     	|
prepare_data                       	|  8.0597e-06     	|1              	|  8.0597e-06     	|  1.0958e-06     	|
