FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  456.57         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1649         	|200            	|  432.98         	|  94.833         	|
run_training_batch                 	|  0.36059        	|1000           	|  360.59         	|  78.978         	|
optimizer_step_with_closure_0      	|  0.35791        	|1000           	|  357.91         	|  78.391         	|
training_step_and_backward         	|  0.28004        	|1000           	|  280.04         	|  61.336         	|
model_forward                      	|  0.16495        	|1000           	|  164.95         	|  36.128         	|
training_step                      	|  0.1648         	|1000           	|  164.8          	|  36.096         	|
backward                           	|  0.11376        	|1000           	|  113.76         	|  24.917         	|
get_train_batch                    	|  0.016605       	|1200           	|  19.927         	|  4.3644         	|
fetch_next_train_batch             	|  0.01658        	|1200           	|  19.896         	|  4.3577         	|
zero_grad                          	|  0.0013003      	|1000           	|  1.3003         	|  0.2848         	|
on_train_batch_end                 	|  0.0012422      	|1000           	|  1.2422         	|  0.27207        	|
training_batch_to_device           	|  0.00034167     	|1000           	|  0.34167        	|  0.074834       	|
on_train_batch_start               	|  9.7547e-05     	|1000           	|  0.097547       	|  0.021365       	|
on_train_epoch_start               	|  0.00027506     	|200            	|  0.055012       	|  0.012049       	|
on_train_epoch_end                 	|  0.00024948     	|200            	|  0.049896       	|  0.010928       	|
on_train_end                       	|  0.02375        	|1              	|  0.02375        	|  0.0052019      	|
on_batch_start                     	|  2.3031e-05     	|1000           	|  0.023031       	|  0.0050442      	|
on_pretrain_routine_start          	|  0.022932       	|1              	|  0.022932       	|  0.0050228      	|
on_before_zero_grad                	|  1.623e-05      	|1000           	|  0.01623        	|  0.0035547      	|
on_batch_end                       	|  1.4033e-05     	|1000           	|  0.014033       	|  0.0030735      	|
on_after_backward                  	|  1.1746e-05     	|1000           	|  0.011746       	|  0.0025726      	|
on_before_optimizer_step           	|  1.1463e-05     	|1000           	|  0.011463       	|  0.0025106      	|
on_before_backward                 	|  1.1212e-05     	|1000           	|  0.011212       	|  0.0024556      	|
configure_optimizers               	|  0.0088128      	|1              	|  0.0088128      	|  0.0019302      	|
training_step_end                  	|  6.7505e-06     	|1000           	|  0.0067505      	|  0.0014785      	|
on_epoch_start                     	|  1.0519e-05     	|200            	|  0.0021038      	|  0.00046079     	|
on_epoch_end                       	|  1.0034e-05     	|200            	|  0.0020069      	|  0.00043956     	|
on_train_start                     	|  0.00081147     	|1              	|  0.00081147     	|  0.00017773     	|
on_fit_end                         	|  2.2652e-05     	|1              	|  2.2652e-05     	|  4.9613e-06     	|
on_before_accelerator_backend_setup	|  2.1711e-05     	|1              	|  2.1711e-05     	|  4.7552e-06     	|
on_fit_start                       	|  1.7253e-05     	|1              	|  1.7253e-05     	|  3.7788e-06     	|
setup                              	|  1.5509e-05     	|1              	|  1.5509e-05     	|  3.3968e-06     	|
on_configure_sharded_model         	|  1.2964e-05     	|1              	|  1.2964e-05     	|  2.8394e-06     	|
on_pretrain_routine_end            	|  1.2484e-05     	|1              	|  1.2484e-05     	|  2.7343e-06     	|
teardown                           	|  1.035e-05      	|1              	|  1.035e-05      	|  2.2669e-06     	|
prepare_data                       	|  7.794e-06      	|1              	|  7.794e-06      	|  1.7071e-06     	|
configure_callbacks                	|  7.243e-06      	|1              	|  7.243e-06      	|  1.5864e-06     	|
on_val_dataloader                  	|  5.5711e-06     	|1              	|  5.5711e-06     	|  1.2202e-06     	|
configure_sharded_model            	|  4.74e-06       	|1              	|  4.74e-06       	|  1.0382e-06     	|
on_train_dataloader                	|  4.449e-06      	|1              	|  4.449e-06      	|  9.7445e-07     	|
