FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  352.47         	|  100 %          	|
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run_training_epoch                 	|  13.353         	|25             	|  333.82         	|  94.71          	|
run_training_batch                 	|  0.27448        	|1000           	|  274.48         	|  77.874         	|
optimizer_step_with_closure_0      	|  0.27123        	|1000           	|  271.23         	|  76.953         	|
training_step_and_backward         	|  0.20908        	|1000           	|  209.08         	|  59.319         	|
backward                           	|  0.10424        	|1000           	|  104.24         	|  29.573         	|
model_forward                      	|  0.10338        	|1000           	|  103.38         	|  29.329         	|
training_step                      	|  0.10319        	|1000           	|  103.19         	|  29.277         	|
get_train_batch                    	|  0.014287       	|1025           	|  14.644         	|  4.1548         	|
fetch_next_train_batch             	|  0.014264       	|1025           	|  14.621         	|  4.1482         	|
on_train_batch_end                 	|  0.0021176      	|1000           	|  2.1176         	|  0.60078        	|
zero_grad                          	|  0.0014324      	|1000           	|  1.4324         	|  0.40638        	|
training_batch_to_device           	|  0.00026339     	|1000           	|  0.26339        	|  0.074728       	|
on_train_batch_start               	|  9.546e-05      	|1000           	|  0.09546        	|  0.027083       	|
on_train_end                       	|  0.043318       	|1              	|  0.043318       	|  0.01229        	|
on_pretrain_routine_start          	|  0.026559       	|1              	|  0.026559       	|  0.0075351      	|
on_after_backward                  	|  2.6108e-05     	|1000           	|  0.026108       	|  0.0074072      	|
on_batch_start                     	|  2.1286e-05     	|1000           	|  0.021286       	|  0.0060392      	|
on_batch_end                       	|  1.7498e-05     	|1000           	|  0.017498       	|  0.0049645      	|
on_before_zero_grad                	|  1.7135e-05     	|1000           	|  0.017135       	|  0.0048614      	|
on_before_backward                 	|  1.3573e-05     	|1000           	|  0.013573       	|  0.0038507      	|
on_before_optimizer_step           	|  1.3413e-05     	|1000           	|  0.013413       	|  0.0038055      	|
configure_optimizers               	|  0.010187       	|1              	|  0.010187       	|  0.0028903      	|
on_train_epoch_start               	|  0.00036724     	|25             	|  0.0091811      	|  0.0026048      	|
on_train_epoch_end                 	|  0.00035136     	|25             	|  0.0087839      	|  0.0024921      	|
training_step_end                  	|  7.8768e-06     	|1000           	|  0.0078768      	|  0.0022348      	|
on_train_start                     	|  0.0011116      	|1              	|  0.0011116      	|  0.00031536     	|
on_epoch_end                       	|  1.5163e-05     	|25             	|  0.00037906     	|  0.00010755     	|
on_epoch_start                     	|  1.1207e-05     	|25             	|  0.00028017     	|  7.9488e-05     	|
on_fit_start                       	|  3.9069e-05     	|1              	|  3.9069e-05     	|  1.1084e-05     	|
setup                              	|  2.9227e-05     	|1              	|  2.9227e-05     	|  8.292e-06      	|
on_before_accelerator_backend_setup	|  2.5539e-05     	|1              	|  2.5539e-05     	|  7.2457e-06     	|
on_fit_end                         	|  2.4799e-05     	|1              	|  2.4799e-05     	|  7.0359e-06     	|
on_configure_sharded_model         	|  2.064e-05      	|1              	|  2.064e-05      	|  5.8558e-06     	|
teardown                           	|  1.6121e-05     	|1              	|  1.6121e-05     	|  4.5738e-06     	|
prepare_data                       	|  1.4054e-05     	|1              	|  1.4054e-05     	|  3.9872e-06     	|
on_pretrain_routine_end            	|  1.3879e-05     	|1              	|  1.3879e-05     	|  3.9375e-06     	|
configure_sharded_model            	|  1.2504e-05     	|1              	|  1.2504e-05     	|  3.5475e-06     	|
on_train_dataloader                	|  7.1824e-06     	|1              	|  7.1824e-06     	|  2.0377e-06     	|
configure_callbacks                	|  6.0536e-06     	|1              	|  6.0536e-06     	|  1.7175e-06     	|
on_val_dataloader                  	|  5.7518e-06     	|1              	|  5.7518e-06     	|  1.6319e-06     	|
