FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  514.88         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.8353         	|63             	|  493.62         	|  95.871         	|
run_training_batch                 	|  0.37697        	|1000           	|  376.97         	|  73.216         	|
optimizer_step_with_closure_0      	|  0.37271        	|1000           	|  372.71         	|  72.389         	|
training_step_and_backward         	|  0.26921        	|1000           	|  269.21         	|  52.286         	|
model_forward                      	|  0.13639        	|1000           	|  136.39         	|  26.49          	|
training_step                      	|  0.1362         	|1000           	|  136.2          	|  26.453         	|
backward                           	|  0.13137        	|1000           	|  131.37         	|  25.515         	|
get_train_batch                    	|  0.024221       	|1063           	|  25.747         	|  5.0006         	|
fetch_next_train_batch             	|  0.024196       	|1063           	|  25.721         	|  4.9955         	|
on_train_batch_end                 	|  0.0023059      	|1000           	|  2.3059         	|  0.44786        	|
zero_grad                          	|  0.0014168      	|1000           	|  1.4168         	|  0.27516        	|
training_batch_to_device           	|  0.00028825     	|1000           	|  0.28825        	|  0.055985       	|
on_train_batch_start               	|  9.6513e-05     	|1000           	|  0.096513       	|  0.018745       	|
on_train_end                       	|  0.047267       	|1              	|  0.047267       	|  0.0091802      	|
on_batch_start                     	|  3.9076e-05     	|1000           	|  0.039076       	|  0.0075893      	|
on_pretrain_routine_start          	|  0.032203       	|1              	|  0.032203       	|  0.0062544      	|
on_train_epoch_end                 	|  0.00043065     	|63             	|  0.027131       	|  0.0052694      	|
on_after_backward                  	|  2.5517e-05     	|1000           	|  0.025517       	|  0.0049559      	|
on_train_epoch_start               	|  0.00040408     	|63             	|  0.025457       	|  0.0049442      	|
on_batch_end                       	|  1.8756e-05     	|1000           	|  0.018756       	|  0.0036429      	|
on_before_zero_grad                	|  1.7407e-05     	|1000           	|  0.017407       	|  0.0033808      	|
on_before_optimizer_step           	|  1.4355e-05     	|1000           	|  0.014355       	|  0.002788       	|
on_before_backward                 	|  1.3276e-05     	|1000           	|  0.013276       	|  0.0025784      	|
configure_optimizers               	|  0.011701       	|1              	|  0.011701       	|  0.0022725      	|
training_step_end                  	|  7.3183e-06     	|1000           	|  0.0073183      	|  0.0014214      	|
on_train_start                     	|  0.0021589      	|1              	|  0.0021589      	|  0.00041931     	|
on_epoch_end                       	|  1.3237e-05     	|63             	|  0.00083395     	|  0.00016197     	|
on_epoch_start                     	|  1.2201e-05     	|63             	|  0.00076863     	|  0.00014928     	|
on_fit_end                         	|  6.2628e-05     	|1              	|  6.2628e-05     	|  1.2164e-05     	|
on_before_accelerator_backend_setup	|  5.3056e-05     	|1              	|  5.3056e-05     	|  1.0304e-05     	|
on_fit_start                       	|  4.844e-05      	|1              	|  4.844e-05      	|  9.408e-06      	|
on_configure_sharded_model         	|  3.4768e-05     	|1              	|  3.4768e-05     	|  6.7527e-06     	|
setup                              	|  3.3878e-05     	|1              	|  3.3878e-05     	|  6.5798e-06     	|
on_pretrain_routine_end            	|  2.0698e-05     	|1              	|  2.0698e-05     	|  4.0199e-06     	|
teardown                           	|  1.5257e-05     	|1              	|  1.5257e-05     	|  2.9632e-06     	|
configure_callbacks                	|  1.5099e-05     	|1              	|  1.5099e-05     	|  2.9325e-06     	|
prepare_data                       	|  9.4716e-06     	|1              	|  9.4716e-06     	|  1.8396e-06     	|
configure_sharded_model            	|  8.2031e-06     	|1              	|  8.2031e-06     	|  1.5932e-06     	|
on_val_dataloader                  	|  8.0187e-06     	|1              	|  8.0187e-06     	|  1.5574e-06     	|
on_train_dataloader                	|  7.512e-06      	|1              	|  7.512e-06      	|  1.459e-06      	|
