FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  541.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.2172         	|63             	|  517.68         	|  95.528         	|
run_training_batch                 	|  0.37782        	|1000           	|  377.82         	|  69.72          	|
optimizer_step_with_closure_0      	|  0.37471        	|1000           	|  374.71         	|  69.145         	|
training_step_and_backward         	|  0.27033        	|1000           	|  270.33         	|  49.884         	|
model_forward                      	|  0.13707        	|1000           	|  137.07         	|  25.293         	|
training_step                      	|  0.13687        	|1000           	|  136.87         	|  25.257         	|
backward                           	|  0.1317         	|1000           	|  131.7          	|  24.303         	|
get_train_batch                    	|  0.029888       	|1063           	|  31.771         	|  5.8627         	|
fetch_next_train_batch             	|  0.029862       	|1063           	|  31.744         	|  5.8577         	|
on_train_batch_end                 	|  0.0021331      	|1000           	|  2.1331         	|  0.39362        	|
zero_grad                          	|  0.0015323      	|1000           	|  1.5323         	|  0.28275        	|
training_batch_to_device           	|  0.0002966      	|1000           	|  0.2966         	|  0.054731       	|
on_train_batch_start               	|  9.9119e-05     	|1000           	|  0.099119       	|  0.01829        	|
on_train_end                       	|  0.04619        	|1              	|  0.04619        	|  0.0085235      	|
on_train_epoch_start               	|  0.00040938     	|63             	|  0.025791       	|  0.0047592      	|
on_after_backward                  	|  2.4661e-05     	|1000           	|  0.024661       	|  0.0045506      	|
on_train_epoch_end                 	|  0.00038691     	|63             	|  0.024375       	|  0.0044979      	|
on_pretrain_routine_start          	|  0.02415        	|1              	|  0.02415        	|  0.0044564      	|
on_batch_start                     	|  2.2364e-05     	|1000           	|  0.022364       	|  0.0041268      	|
on_before_zero_grad                	|  1.7467e-05     	|1000           	|  0.017467       	|  0.0032232      	|
on_batch_end                       	|  1.5857e-05     	|1000           	|  0.015857       	|  0.0029262      	|
on_before_optimizer_step           	|  1.5014e-05     	|1000           	|  0.015014       	|  0.0027705      	|
on_before_backward                 	|  1.3606e-05     	|1000           	|  0.013606       	|  0.0025108      	|
configure_optimizers               	|  0.011715       	|1              	|  0.011715       	|  0.0021618      	|
training_step_end                  	|  7.4611e-06     	|1000           	|  0.0074611      	|  0.0013768      	|
on_train_start                     	|  0.0022268      	|1              	|  0.0022268      	|  0.00041091     	|
on_epoch_end                       	|  1.2393e-05     	|63             	|  0.00078076     	|  0.00014407     	|
on_epoch_start                     	|  1.2032e-05     	|63             	|  0.00075799     	|  0.00013987     	|
on_fit_start                       	|  5.3985e-05     	|1              	|  5.3985e-05     	|  9.9619e-06     	|
on_fit_end                         	|  4.1384e-05     	|1              	|  4.1384e-05     	|  7.6366e-06     	|
on_before_accelerator_backend_setup	|  4.1176e-05     	|1              	|  4.1176e-05     	|  7.5981e-06     	|
on_configure_sharded_model         	|  3.81e-05       	|1              	|  3.81e-05       	|  7.0307e-06     	|
setup                              	|  3.1026e-05     	|1              	|  3.1026e-05     	|  5.7252e-06     	|
on_pretrain_routine_end            	|  2.0178e-05     	|1              	|  2.0178e-05     	|  3.7235e-06     	|
configure_callbacks                	|  1.9381e-05     	|1              	|  1.9381e-05     	|  3.5763e-06     	|
teardown                           	|  1.6501e-05     	|1              	|  1.6501e-05     	|  3.045e-06      	|
on_val_dataloader                  	|  9.8124e-06     	|1              	|  9.8124e-06     	|  1.8107e-06     	|
on_train_dataloader                	|  9.7267e-06     	|1              	|  9.7267e-06     	|  1.7949e-06     	|
configure_sharded_model            	|  9.5796e-06     	|1              	|  9.5796e-06     	|  1.7677e-06     	|
prepare_data                       	|  9.5386e-06     	|1              	|  9.5386e-06     	|  1.7602e-06     	|
