FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  390.18         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.677         	|25             	|  366.91         	|  94.037         	|
run_training_batch                 	|  0.35436        	|1000           	|  354.36         	|  90.819         	|
optimizer_step_with_closure_0      	|  0.35165        	|1000           	|  351.65         	|  90.125         	|
training_step_and_backward         	|  0.27385        	|1000           	|  273.85         	|  70.185         	|
model_forward                      	|  0.16189        	|1000           	|  161.89         	|  41.492         	|
training_step                      	|  0.16176        	|1000           	|  161.76         	|  41.457         	|
backward                           	|  0.11063        	|1000           	|  110.63         	|  28.352         	|
get_train_batch                    	|  0.0042709      	|1025           	|  4.3777         	|  1.122          	|
fetch_next_train_batch             	|  0.0042536      	|1025           	|  4.3599         	|  1.1174         	|
zero_grad                          	|  0.0013041      	|1000           	|  1.3041         	|  0.33424        	|
on_train_batch_end                 	|  0.0012196      	|1000           	|  1.2196         	|  0.31256        	|
training_batch_to_device           	|  0.00024463     	|1000           	|  0.24463        	|  0.062695       	|
on_train_batch_start               	|  9.236e-05      	|1000           	|  0.09236        	|  0.023671       	|
on_train_end                       	|  0.023426       	|1              	|  0.023426       	|  0.006004       	|
on_pretrain_routine_start          	|  0.022731       	|1              	|  0.022731       	|  0.0058257      	|
on_batch_start                     	|  1.5357e-05     	|1000           	|  0.015357       	|  0.0039358      	|
on_before_zero_grad                	|  1.3975e-05     	|1000           	|  0.013975       	|  0.0035818      	|
on_batch_end                       	|  1.3949e-05     	|1000           	|  0.013949       	|  0.0035749      	|
on_after_backward                  	|  1.1592e-05     	|1000           	|  0.011592       	|  0.0029709      	|
on_before_backward                 	|  1.1279e-05     	|1000           	|  0.011279       	|  0.0028906      	|
on_before_optimizer_step           	|  1.0325e-05     	|1000           	|  0.010325       	|  0.0026461      	|
configure_optimizers               	|  0.008814       	|1              	|  0.008814       	|  0.0022589      	|
on_train_epoch_start               	|  0.00030352     	|25             	|  0.0075881      	|  0.0019448      	|
on_train_epoch_end                 	|  0.00028641     	|25             	|  0.0071602      	|  0.0018351      	|
training_step_end                  	|  5.9473e-06     	|1000           	|  0.0059473      	|  0.0015242      	|
on_train_start                     	|  0.00069354     	|1              	|  0.00069354     	|  0.00017775     	|
on_epoch_start                     	|  1.0702e-05     	|25             	|  0.00026755     	|  6.8572e-05     	|
on_epoch_end                       	|  1.0542e-05     	|25             	|  0.00026354     	|  6.7544e-05     	|
on_fit_end                         	|  2.3674e-05     	|1              	|  2.3674e-05     	|  6.0674e-06     	|
on_before_accelerator_backend_setup	|  2.1991e-05     	|1              	|  2.1991e-05     	|  5.6361e-06     	|
on_fit_start                       	|  1.7833e-05     	|1              	|  1.7833e-05     	|  4.5704e-06     	|
setup                              	|  1.3436e-05     	|1              	|  1.3436e-05     	|  3.4435e-06     	|
on_configure_sharded_model         	|  1.3265e-05     	|1              	|  1.3265e-05     	|  3.3997e-06     	|
teardown                           	|  1.061e-05      	|1              	|  1.061e-05      	|  2.7192e-06     	|
on_pretrain_routine_end            	|  1.047e-05      	|1              	|  1.047e-05      	|  2.6834e-06     	|
prepare_data                       	|  8.7459e-06     	|1              	|  8.7459e-06     	|  2.2415e-06     	|
configure_callbacks                	|  6.072e-06      	|1              	|  6.072e-06      	|  1.5562e-06     	|
configure_sharded_model            	|  4.789e-06      	|1              	|  4.789e-06      	|  1.2274e-06     	|
on_train_dataloader                	|  4.689e-06      	|1              	|  4.689e-06      	|  1.2017e-06     	|
on_val_dataloader                  	|  4.589e-06      	|1              	|  4.589e-06      	|  1.1761e-06     	|
