FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  354.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2599         	|63             	|  331.37         	|  93.477         	|
run_training_batch                 	|  0.30816        	|1000           	|  308.16         	|  86.93          	|
optimizer_step_with_closure_0      	|  0.30542        	|1000           	|  305.42         	|  86.156         	|
training_step_and_backward         	|  0.22988        	|1000           	|  229.88         	|  64.847         	|
model_forward                      	|  0.14155        	|1000           	|  141.55         	|  39.93          	|
training_step                      	|  0.14141        	|1000           	|  141.41         	|  39.892         	|
backward                           	|  0.086989       	|1000           	|  86.989         	|  24.539         	|
get_train_batch                    	|  0.0073433      	|1063           	|  7.8059         	|  2.202          	|
fetch_next_train_batch             	|  0.0073247      	|1063           	|  7.7862         	|  2.1964         	|
zero_grad                          	|  0.0013144      	|1000           	|  1.3144         	|  0.37079        	|
on_train_batch_end                 	|  0.0011987      	|1000           	|  1.1987         	|  0.33814        	|
training_batch_to_device           	|  0.00022453     	|1000           	|  0.22453        	|  0.063339       	|
on_train_batch_start               	|  9.1188e-05     	|1000           	|  0.091188       	|  0.025723       	|
on_train_end                       	|  0.025373       	|1              	|  0.025373       	|  0.0071576      	|
on_pretrain_routine_start          	|  0.022886       	|1              	|  0.022886       	|  0.0064559      	|
on_train_epoch_start               	|  0.00029322     	|63             	|  0.018473       	|  0.005211       	|
on_train_epoch_end                 	|  0.00028718     	|63             	|  0.018092       	|  0.0051036      	|
on_batch_start                     	|  1.6858e-05     	|1000           	|  0.016858       	|  0.0047555      	|
on_before_zero_grad                	|  1.3216e-05     	|1000           	|  0.013216       	|  0.0037282      	|
on_batch_end                       	|  1.2871e-05     	|1000           	|  0.012871       	|  0.0036307      	|
on_after_backward                  	|  1.1222e-05     	|1000           	|  0.011222       	|  0.0031657      	|
on_before_backward                 	|  1.0396e-05     	|1000           	|  0.010396       	|  0.0029327      	|
on_before_optimizer_step           	|  9.9624e-06     	|1000           	|  0.0099624      	|  0.0028103      	|
configure_optimizers               	|  0.0082015      	|1              	|  0.0082015      	|  0.0023136      	|
training_step_end                  	|  5.8935e-06     	|1000           	|  0.0058935      	|  0.0016625      	|
on_train_start                     	|  0.00073073     	|1              	|  0.00073073     	|  0.00020613     	|
on_epoch_start                     	|  1.0441e-05     	|63             	|  0.00065779     	|  0.00018556     	|
on_epoch_end                       	|  1.0379e-05     	|63             	|  0.00065386     	|  0.00018445     	|
on_fit_end                         	|  2.1971e-05     	|1              	|  2.1971e-05     	|  6.1978e-06     	|
on_before_accelerator_backend_setup	|  1.7553e-05     	|1              	|  1.7553e-05     	|  4.9515e-06     	|
on_fit_start                       	|  1.585e-05      	|1              	|  1.585e-05      	|  4.4711e-06     	|
setup                              	|  1.3866e-05     	|1              	|  1.3866e-05     	|  3.9115e-06     	|
on_configure_sharded_model         	|  1.3375e-05     	|1              	|  1.3375e-05     	|  3.7729e-06     	|
teardown                           	|  1.1632e-05     	|1              	|  1.1632e-05     	|  3.2813e-06     	|
on_pretrain_routine_end            	|  9.939e-06      	|1              	|  9.939e-06      	|  2.8037e-06     	|
prepare_data                       	|  6.542e-06      	|1              	|  6.542e-06      	|  1.8454e-06     	|
configure_callbacks                	|  5.28e-06       	|1              	|  5.28e-06       	|  1.4894e-06     	|
on_val_dataloader                  	|  4.879e-06      	|1              	|  4.879e-06      	|  1.3763e-06     	|
configure_sharded_model            	|  4.388e-06      	|1              	|  4.388e-06      	|  1.2378e-06     	|
on_train_dataloader                	|  4.258e-06      	|1              	|  4.258e-06      	|  1.2011e-06     	|
