FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  540.29         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.2006         	|63             	|  516.64         	|  95.622         	|
run_training_batch                 	|  0.37673        	|1000           	|  376.73         	|  69.727         	|
optimizer_step_with_closure_0      	|  0.37253        	|1000           	|  372.53         	|  68.949         	|
training_step_and_backward         	|  0.26824        	|1000           	|  268.24         	|  49.647         	|
model_forward                      	|  0.13681        	|1000           	|  136.81         	|  25.321         	|
training_step                      	|  0.13661        	|1000           	|  136.61         	|  25.285         	|
backward                           	|  0.12988        	|1000           	|  129.88         	|  24.039         	|
get_train_batch                    	|  0.029704       	|1063           	|  31.575         	|  5.8441         	|
fetch_next_train_batch             	|  0.029675       	|1063           	|  31.545         	|  5.8384         	|
on_train_batch_end                 	|  0.0023707      	|1000           	|  2.3707         	|  0.43877        	|
zero_grad                          	|  0.0015155      	|1000           	|  1.5155         	|  0.28049        	|
training_batch_to_device           	|  0.00027118     	|1000           	|  0.27118        	|  0.050191       	|
on_train_batch_start               	|  9.8519e-05     	|1000           	|  0.098519       	|  0.018234       	|
on_train_end                       	|  0.045433       	|1              	|  0.045433       	|  0.008409       	|
on_train_epoch_end                 	|  0.00040837     	|63             	|  0.025728       	|  0.0047618      	|
on_after_backward                  	|  2.4436e-05     	|1000           	|  0.024436       	|  0.0045228      	|
on_train_epoch_start               	|  0.00037771     	|63             	|  0.023796       	|  0.0044042      	|
on_batch_start                     	|  2.2288e-05     	|1000           	|  0.022288       	|  0.0041251      	|
on_pretrain_routine_start          	|  0.022132       	|1              	|  0.022132       	|  0.0040963      	|
on_before_zero_grad                	|  1.7027e-05     	|1000           	|  0.017027       	|  0.0031515      	|
on_batch_end                       	|  1.5782e-05     	|1000           	|  0.015782       	|  0.002921       	|
on_before_optimizer_step           	|  1.3432e-05     	|1000           	|  0.013432       	|  0.002486       	|
on_before_backward                 	|  1.2465e-05     	|1000           	|  0.012465       	|  0.002307       	|
configure_optimizers               	|  0.010662       	|1              	|  0.010662       	|  0.0019734      	|
training_step_end                  	|  7.1315e-06     	|1000           	|  0.0071315      	|  0.0013199      	|
on_train_start                     	|  0.0015259      	|1              	|  0.0015259      	|  0.00028243     	|
on_epoch_end                       	|  1.2004e-05     	|63             	|  0.00075626     	|  0.00013997     	|
on_epoch_start                     	|  1.1287e-05     	|63             	|  0.00071109     	|  0.00013161     	|
on_fit_end                         	|  6.281e-05      	|1              	|  6.281e-05      	|  1.1625e-05     	|
on_fit_start                       	|  4.488e-05      	|1              	|  4.488e-05      	|  8.3067e-06     	|
on_before_accelerator_backend_setup	|  3.4491e-05     	|1              	|  3.4491e-05     	|  6.3837e-06     	|
setup                              	|  2.5304e-05     	|1              	|  2.5304e-05     	|  4.6834e-06     	|
on_configure_sharded_model         	|  2.3294e-05     	|1              	|  2.3294e-05     	|  4.3114e-06     	|
teardown                           	|  1.4743e-05     	|1              	|  1.4743e-05     	|  2.7287e-06     	|
on_pretrain_routine_end            	|  1.3154e-05     	|1              	|  1.3154e-05     	|  2.4346e-06     	|
prepare_data                       	|  1.1908e-05     	|1              	|  1.1908e-05     	|  2.204e-06      	|
configure_callbacks                	|  7.9256e-06     	|1              	|  7.9256e-06     	|  1.4669e-06     	|
on_val_dataloader                  	|  7.4953e-06     	|1              	|  7.4953e-06     	|  1.3873e-06     	|
configure_sharded_model            	|  7.4375e-06     	|1              	|  7.4375e-06     	|  1.3766e-06     	|
on_train_dataloader                	|  6.6087e-06     	|1              	|  6.6087e-06     	|  1.2232e-06     	|
