FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  535.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1078         	|63             	|  510.79         	|  95.386         	|
run_training_batch                 	|  0.37362        	|1000           	|  373.62         	|  69.771         	|
optimizer_step_with_closure_0      	|  0.37107        	|1000           	|  371.07         	|  69.295         	|
training_step_and_backward         	|  0.26585        	|1000           	|  265.85         	|  49.646         	|
model_forward                      	|  0.13747        	|1000           	|  137.47         	|  25.671         	|
training_step                      	|  0.13729        	|1000           	|  137.29         	|  25.639         	|
backward                           	|  0.12688        	|1000           	|  126.88         	|  23.694         	|
get_train_batch                    	|  0.02958        	|1063           	|  31.443         	|  5.8718         	|
fetch_next_train_batch             	|  0.029556       	|1063           	|  31.418         	|  5.867          	|
on_train_batch_end                 	|  0.0017793      	|1000           	|  1.7793         	|  0.33226        	|
zero_grad                          	|  0.0014762      	|1000           	|  1.4762         	|  0.27568        	|
training_batch_to_device           	|  0.00026672     	|1000           	|  0.26672        	|  0.049807       	|
on_train_batch_start               	|  9.6664e-05     	|1000           	|  0.096664       	|  0.018051       	|
on_train_end                       	|  0.043643       	|1              	|  0.043643       	|  0.00815        	|
on_train_epoch_end                 	|  0.00039753     	|63             	|  0.025044       	|  0.0046768      	|
on_train_epoch_start               	|  0.00035651     	|63             	|  0.02246        	|  0.0041943      	|
on_pretrain_routine_start          	|  0.021967       	|1              	|  0.021967       	|  0.0041021      	|
on_batch_start                     	|  2.067e-05      	|1000           	|  0.02067        	|  0.00386        	|
on_after_backward                  	|  2.0018e-05     	|1000           	|  0.020018       	|  0.0037382      	|
on_before_zero_grad                	|  1.5582e-05     	|1000           	|  0.015582       	|  0.0029098      	|
on_batch_end                       	|  1.519e-05      	|1000           	|  0.01519        	|  0.0028367      	|
on_before_optimizer_step           	|  1.3367e-05     	|1000           	|  0.013367       	|  0.0024962      	|
on_before_backward                 	|  1.1762e-05     	|1000           	|  0.011762       	|  0.0021965      	|
configure_optimizers               	|  0.011155       	|1              	|  0.011155       	|  0.002083       	|
training_step_end                  	|  6.7171e-06     	|1000           	|  0.0067171      	|  0.0012544      	|
on_train_start                     	|  0.0019372      	|1              	|  0.0019372      	|  0.00036176     	|
on_epoch_end                       	|  1.1833e-05     	|63             	|  0.00074545     	|  0.00013921     	|
on_epoch_start                     	|  1.0677e-05     	|63             	|  0.00067264     	|  0.00012561     	|
on_fit_start                       	|  4.5635e-05     	|1              	|  4.5635e-05     	|  8.5219e-06     	|
on_before_accelerator_backend_setup	|  4.1718e-05     	|1              	|  4.1718e-05     	|  7.7904e-06     	|
on_fit_end                         	|  3.4453e-05     	|1              	|  3.4453e-05     	|  6.4339e-06     	|
setup                              	|  2.8329e-05     	|1              	|  2.8329e-05     	|  5.2902e-06     	|
on_configure_sharded_model         	|  2.3082e-05     	|1              	|  2.3082e-05     	|  4.3104e-06     	|
teardown                           	|  1.4571e-05     	|1              	|  1.4571e-05     	|  2.7211e-06     	|
on_pretrain_routine_end            	|  1.1997e-05     	|1              	|  1.1997e-05     	|  2.2404e-06     	|
prepare_data                       	|  9.1307e-06     	|1              	|  9.1307e-06     	|  1.7051e-06     	|
configure_callbacks                	|  7.5717e-06     	|1              	|  7.5717e-06     	|  1.4139e-06     	|
on_val_dataloader                  	|  7.4841e-06     	|1              	|  7.4841e-06     	|  1.3976e-06     	|
configure_sharded_model            	|  7.3463e-06     	|1              	|  7.3463e-06     	|  1.3719e-06     	|
on_train_dataloader                	|  6.8676e-06     	|1              	|  6.8676e-06     	|  1.2825e-06     	|
