FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  363.97         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.4141         	|63             	|  341.09         	|  93.713         	|
run_training_batch                 	|  0.31779        	|1000           	|  317.79         	|  87.312         	|
optimizer_step_with_closure_0      	|  0.31517        	|1000           	|  315.17         	|  86.593         	|
training_step_and_backward         	|  0.23637        	|1000           	|  236.37         	|  64.942         	|
model_forward                      	|  0.14637        	|1000           	|  146.37         	|  40.214         	|
training_step                      	|  0.14623        	|1000           	|  146.23         	|  40.176         	|
backward                           	|  0.088687       	|1000           	|  88.687         	|  24.367         	|
get_train_batch                    	|  0.0074532      	|1063           	|  7.9227         	|  2.1767         	|
fetch_next_train_batch             	|  0.0074345      	|1063           	|  7.9029         	|  2.1713         	|
zero_grad                          	|  0.0012919      	|1000           	|  1.2919         	|  0.35493        	|
on_train_batch_end                 	|  0.0011903      	|1000           	|  1.1903         	|  0.32704        	|
training_batch_to_device           	|  0.00022496     	|1000           	|  0.22496        	|  0.061806       	|
on_train_batch_start               	|  9.2783e-05     	|1000           	|  0.092783       	|  0.025492       	|
on_train_end                       	|  0.025014       	|1              	|  0.025014       	|  0.0068727      	|
on_pretrain_routine_start          	|  0.022315       	|1              	|  0.022315       	|  0.0061311      	|
on_train_epoch_start               	|  0.00029721     	|63             	|  0.018724       	|  0.0051444      	|
on_train_epoch_end                 	|  0.00029134     	|63             	|  0.018355       	|  0.0050429      	|
on_batch_start                     	|  1.5659e-05     	|1000           	|  0.015659       	|  0.0043022      	|
on_before_zero_grad                	|  1.3762e-05     	|1000           	|  0.013762       	|  0.0037812      	|
on_batch_end                       	|  1.3218e-05     	|1000           	|  0.013218       	|  0.0036316      	|
on_after_backward                  	|  1.1805e-05     	|1000           	|  0.011805       	|  0.0032434      	|
on_before_optimizer_step           	|  1.0905e-05     	|1000           	|  0.010905       	|  0.002996       	|
on_before_backward                 	|  1.0501e-05     	|1000           	|  0.010501       	|  0.0028851      	|
configure_optimizers               	|  0.0081381      	|1              	|  0.0081381      	|  0.0022359      	|
training_step_end                  	|  6.1924e-06     	|1000           	|  0.0061924      	|  0.0017013      	|
on_train_start                     	|  0.00070554     	|1              	|  0.00070554     	|  0.00019385     	|
on_epoch_start                     	|  1.0504e-05     	|63             	|  0.00066177     	|  0.00018182     	|
on_epoch_end                       	|  1.0445e-05     	|63             	|  0.00065806     	|  0.0001808      	|
on_fit_end                         	|  2.2622e-05     	|1              	|  2.2622e-05     	|  6.2153e-06     	|
on_before_accelerator_backend_setup	|  1.6772e-05     	|1              	|  1.6772e-05     	|  4.6081e-06     	|
on_fit_start                       	|  1.616e-05      	|1              	|  1.616e-05      	|  4.4399e-06     	|
setup                              	|  1.4146e-05     	|1              	|  1.4146e-05     	|  3.8866e-06     	|
on_configure_sharded_model         	|  1.3125e-05     	|1              	|  1.3125e-05     	|  3.606e-06      	|
teardown                           	|  1.1611e-05     	|1              	|  1.1611e-05     	|  3.1901e-06     	|
on_pretrain_routine_end            	|  9.5069e-06     	|1              	|  9.5069e-06     	|  2.612e-06      	|
prepare_data                       	|  6.9829e-06     	|1              	|  6.9829e-06     	|  1.9185e-06     	|
configure_callbacks                	|  5.891e-06      	|1              	|  5.891e-06      	|  1.6185e-06     	|
configure_sharded_model            	|  4.799e-06      	|1              	|  4.799e-06      	|  1.3185e-06     	|
on_val_dataloader                  	|  4.5389e-06     	|1              	|  4.5389e-06     	|  1.2471e-06     	|
on_train_dataloader                	|  4.277e-06      	|1              	|  4.277e-06      	|  1.1751e-06     	|
