FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  359.89         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3466         	|63             	|  336.84         	|  93.596         	|
run_training_batch                 	|  0.31347        	|1000           	|  313.47         	|  87.101         	|
optimizer_step_with_closure_0      	|  0.31079        	|1000           	|  310.79         	|  86.357         	|
training_step_and_backward         	|  0.2323         	|1000           	|  232.3          	|  64.548         	|
model_forward                      	|  0.14393        	|1000           	|  143.93         	|  39.994         	|
training_step                      	|  0.1438         	|1000           	|  143.8          	|  39.956         	|
backward                           	|  0.087029       	|1000           	|  87.029         	|  24.182         	|
get_train_batch                    	|  0.0074259      	|1063           	|  7.8937         	|  2.1934         	|
fetch_next_train_batch             	|  0.0074068      	|1063           	|  7.8735         	|  2.1878         	|
zero_grad                          	|  0.0013103      	|1000           	|  1.3103         	|  0.36408        	|
on_train_batch_end                 	|  0.0012018      	|1000           	|  1.2018         	|  0.33395        	|
training_batch_to_device           	|  0.00022684     	|1000           	|  0.22684        	|  0.063031       	|
on_train_batch_start               	|  9.3719e-05     	|1000           	|  0.093719       	|  0.026041       	|
on_train_end                       	|  0.02509        	|1              	|  0.02509        	|  0.0069718      	|
on_pretrain_routine_start          	|  0.022397       	|1              	|  0.022397       	|  0.0062233      	|
on_train_epoch_start               	|  0.00028673     	|63             	|  0.018064       	|  0.0050194      	|
on_train_epoch_end                 	|  0.00028623     	|63             	|  0.018032       	|  0.0050106      	|
on_batch_start                     	|  1.6017e-05     	|1000           	|  0.016017       	|  0.0044506      	|
on_before_zero_grad                	|  1.3577e-05     	|1000           	|  0.013577       	|  0.0037726      	|
on_batch_end                       	|  1.3166e-05     	|1000           	|  0.013166       	|  0.0036584      	|
on_after_backward                  	|  1.1897e-05     	|1000           	|  0.011897       	|  0.0033056      	|
on_before_optimizer_step           	|  1.0776e-05     	|1000           	|  0.010776       	|  0.0029943      	|
on_before_backward                 	|  1.0262e-05     	|1000           	|  0.010262       	|  0.0028514      	|
configure_optimizers               	|  0.0084734      	|1              	|  0.0084734      	|  0.0023545      	|
training_step_end                  	|  5.8851e-06     	|1000           	|  0.0058851      	|  0.0016353      	|
on_train_start                     	|  0.00073851     	|1              	|  0.00073851     	|  0.00020521     	|
on_epoch_end                       	|  1.0516e-05     	|63             	|  0.00066251     	|  0.00018409     	|
on_epoch_start                     	|  1.04e-05       	|63             	|  0.0006552      	|  0.00018206     	|
on_fit_end                         	|  2.2592e-05     	|1              	|  2.2592e-05     	|  6.2776e-06     	|
on_before_accelerator_backend_setup	|  1.8986e-05     	|1              	|  1.8986e-05     	|  5.2755e-06     	|
on_fit_start                       	|  1.658e-05      	|1              	|  1.658e-05      	|  4.607e-06      	|
on_configure_sharded_model         	|  1.4197e-05     	|1              	|  1.4197e-05     	|  3.9449e-06     	|
setup                              	|  1.3776e-05     	|1              	|  1.3776e-05     	|  3.8279e-06     	|
teardown                           	|  1.1231e-05     	|1              	|  1.1231e-05     	|  3.1207e-06     	|
on_pretrain_routine_end            	|  1.078e-05      	|1              	|  1.078e-05      	|  2.9954e-06     	|
prepare_data                       	|  7.725e-06      	|1              	|  7.725e-06      	|  2.1465e-06     	|
configure_callbacks                	|  4.619e-06      	|1              	|  4.619e-06      	|  1.2835e-06     	|
on_train_dataloader                	|  4.5691e-06     	|1              	|  4.5691e-06     	|  1.2696e-06     	|
on_val_dataloader                  	|  4.508e-06      	|1              	|  4.508e-06      	|  1.2526e-06     	|
configure_sharded_model            	|  4.319e-06      	|1              	|  4.319e-06      	|  1.2001e-06     	|
