FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  439.22         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.5468         	|63             	|  412.45         	|  93.906         	|
run_training_batch                 	|  0.28868        	|1000           	|  288.68         	|  65.727         	|
optimizer_step_with_closure_0      	|  0.28544        	|1000           	|  285.44         	|  64.989         	|
training_step_and_backward         	|  0.22018        	|1000           	|  220.18         	|  50.13          	|
backward                           	|  0.10972        	|1000           	|  109.72         	|  24.98          	|
model_forward                      	|  0.1089         	|1000           	|  108.9          	|  24.795         	|
training_step                      	|  0.10868        	|1000           	|  108.68         	|  24.745         	|
get_train_batch                    	|  0.022256       	|1063           	|  23.658         	|  5.3865         	|
fetch_next_train_batch             	|  0.02223        	|1063           	|  23.63          	|  5.3801         	|
on_train_batch_end                 	|  0.0024065      	|1000           	|  2.4065         	|  0.54791        	|
zero_grad                          	|  0.0015226      	|1000           	|  1.5226         	|  0.34666        	|
training_batch_to_device           	|  0.00029178     	|1000           	|  0.29178        	|  0.066433       	|
on_train_end                       	|  0.10189        	|1              	|  0.10189        	|  0.023198       	|
on_train_batch_start               	|  9.7403e-05     	|1000           	|  0.097403       	|  0.022177       	|
on_after_backward                  	|  2.8109e-05     	|1000           	|  0.028109       	|  0.0063997      	|
on_train_epoch_end                 	|  0.0004274      	|63             	|  0.026926       	|  0.0061305      	|
configure_optimizers               	|  0.024744       	|1              	|  0.024744       	|  0.0056336      	|
on_pretrain_routine_start          	|  0.024403       	|1              	|  0.024403       	|  0.005556       	|
on_train_epoch_start               	|  0.00037669     	|63             	|  0.023732       	|  0.0054032      	|
on_batch_start                     	|  2.2848e-05     	|1000           	|  0.022848       	|  0.0052019      	|
on_batch_end                       	|  1.7721e-05     	|1000           	|  0.017721       	|  0.0040347      	|
on_before_zero_grad                	|  1.7233e-05     	|1000           	|  0.017233       	|  0.0039235      	|
on_before_backward                 	|  1.3852e-05     	|1000           	|  0.013852       	|  0.0031539      	|
on_before_optimizer_step           	|  1.3461e-05     	|1000           	|  0.013461       	|  0.0030648      	|
training_step_end                  	|  7.8342e-06     	|1000           	|  0.0078342      	|  0.0017837      	|
on_train_start                     	|  0.0013273      	|1              	|  0.0013273      	|  0.0003022      	|
on_epoch_end                       	|  1.4843e-05     	|63             	|  0.00093508     	|  0.0002129      	|
on_epoch_start                     	|  1.1091e-05     	|63             	|  0.00069876     	|  0.00015909     	|
on_fit_end                         	|  5.8623e-05     	|1              	|  5.8623e-05     	|  1.3347e-05     	|
on_fit_start                       	|  4.5614e-05     	|1              	|  4.5614e-05     	|  1.0385e-05     	|
on_before_accelerator_backend_setup	|  3.1684e-05     	|1              	|  3.1684e-05     	|  7.2137e-06     	|
setup                              	|  2.664e-05      	|1              	|  2.664e-05      	|  6.0653e-06     	|
on_configure_sharded_model         	|  2.5813e-05     	|1              	|  2.5813e-05     	|  5.877e-06      	|
teardown                           	|  1.5192e-05     	|1              	|  1.5192e-05     	|  3.4588e-06     	|
on_pretrain_routine_end            	|  1.4918e-05     	|1              	|  1.4918e-05     	|  3.3965e-06     	|
prepare_data                       	|  1.2184e-05     	|1              	|  1.2184e-05     	|  2.7739e-06     	|
on_train_dataloader                	|  1.2014e-05     	|1              	|  1.2014e-05     	|  2.7353e-06     	|
configure_callbacks                	|  1.1228e-05     	|1              	|  1.1228e-05     	|  2.5564e-06     	|
on_val_dataloader                  	|  9.4976e-06     	|1              	|  9.4976e-06     	|  2.1624e-06     	|
configure_sharded_model            	|  8.7079e-06     	|1              	|  8.7079e-06     	|  1.9826e-06     	|
