FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  439.68         	|  100 %          	|
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run_training_epoch                 	|  6.5707         	|63             	|  413.96         	|  94.15          	|
run_training_batch                 	|  0.2721         	|1000           	|  272.1          	|  61.887         	|
optimizer_step_with_closure_0      	|  0.26771        	|1000           	|  267.71         	|  60.887         	|
training_step_and_backward         	|  0.20173        	|1000           	|  201.73         	|  45.88          	|
model_forward                      	|  0.10716        	|1000           	|  107.16         	|  24.373         	|
training_step                      	|  0.10697        	|1000           	|  106.97         	|  24.328         	|
backward                           	|  0.09296        	|1000           	|  92.96          	|  21.143         	|
get_train_batch                    	|  0.025362       	|1063           	|  26.96          	|  6.1317         	|
fetch_next_train_batch             	|  0.025337       	|1063           	|  26.934         	|  6.1257         	|
on_train_batch_end                 	|  0.0023997      	|1000           	|  2.3997         	|  0.54579        	|
zero_grad                          	|  0.0015618      	|1000           	|  1.5618         	|  0.35522        	|
training_batch_to_device           	|  0.00027046     	|1000           	|  0.27046        	|  0.061514       	|
on_train_batch_start               	|  9.6343e-05     	|1000           	|  0.096343       	|  0.021912       	|
on_train_end                       	|  0.051359       	|1              	|  0.051359       	|  0.011681       	|
on_train_epoch_start               	|  0.00042062     	|63             	|  0.026499       	|  0.0060269      	|
on_after_backward                  	|  2.5943e-05     	|1000           	|  0.025943       	|  0.0059005      	|
on_pretrain_routine_start          	|  0.022779       	|1              	|  0.022779       	|  0.0051807      	|
on_batch_start                     	|  2.2762e-05     	|1000           	|  0.022762       	|  0.005177       	|
on_train_epoch_end                 	|  0.00035816     	|63             	|  0.022564       	|  0.0051319      	|
on_before_zero_grad                	|  1.7948e-05     	|1000           	|  0.017948       	|  0.004082       	|
on_batch_end                       	|  1.5615e-05     	|1000           	|  0.015615       	|  0.0035514      	|
on_before_optimizer_step           	|  1.3548e-05     	|1000           	|  0.013548       	|  0.0030814      	|
on_before_backward                 	|  1.3496e-05     	|1000           	|  0.013496       	|  0.0030696      	|
configure_optimizers               	|  0.010288       	|1              	|  0.010288       	|  0.0023398      	|
training_step_end                  	|  7.2694e-06     	|1000           	|  0.0072694      	|  0.0016534      	|
on_train_start                     	|  0.0012937      	|1              	|  0.0012937      	|  0.00029423     	|
on_epoch_end                       	|  1.1876e-05     	|63             	|  0.00074818     	|  0.00017016     	|
on_epoch_start                     	|  1.1225e-05     	|63             	|  0.00070718     	|  0.00016084     	|
on_fit_start                       	|  4.236e-05      	|1              	|  4.236e-05      	|  9.6344e-06     	|
on_configure_sharded_model         	|  3.4261e-05     	|1              	|  3.4261e-05     	|  7.7924e-06     	|
on_fit_end                         	|  3.178e-05      	|1              	|  3.178e-05      	|  7.2281e-06     	|
setup                              	|  2.5239e-05     	|1              	|  2.5239e-05     	|  5.7403e-06     	|
on_before_accelerator_backend_setup	|  2.3814e-05     	|1              	|  2.3814e-05     	|  5.4162e-06     	|
on_pretrain_routine_end            	|  1.9794e-05     	|1              	|  1.9794e-05     	|  4.502e-06      	|
teardown                           	|  1.6633e-05     	|1              	|  1.6633e-05     	|  3.7831e-06     	|
configure_sharded_model            	|  1.1947e-05     	|1              	|  1.1947e-05     	|  2.7172e-06     	|
prepare_data                       	|  9.587e-06      	|1              	|  9.587e-06      	|  2.1805e-06     	|
on_train_dataloader                	|  8.1267e-06     	|1              	|  8.1267e-06     	|  1.8483e-06     	|
configure_callbacks                	|  7.8455e-06     	|1              	|  7.8455e-06     	|  1.7844e-06     	|
on_val_dataloader                  	|  7.8101e-06     	|1              	|  7.8101e-06     	|  1.7763e-06     	|
