FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  525.84         	|  100 %          	|
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run_training_epoch                 	|  1.0055         	|500            	|  502.77         	|  95.613         	|
run_training_batch                 	|  0.34911        	|1000           	|  349.11         	|  66.391         	|
optimizer_step_with_closure_0      	|  0.34638        	|1000           	|  346.38         	|  65.872         	|
training_step_and_backward         	|  0.26026        	|1000           	|  260.26         	|  49.495         	|
model_forward                      	|  0.16168        	|1000           	|  161.68         	|  30.747         	|
training_step                      	|  0.16151        	|1000           	|  161.51         	|  30.715         	|
backward                           	|  0.097202       	|1000           	|  97.202         	|  18.485         	|
get_train_batch                    	|  0.029642       	|1500           	|  44.463         	|  8.4556         	|
fetch_next_train_batch             	|  0.029608       	|1500           	|  44.413         	|  8.4461         	|
zero_grad                          	|  0.0013503      	|1000           	|  1.3503         	|  0.25679        	|
on_train_batch_end                 	|  0.0013201      	|1000           	|  1.3201         	|  0.25105        	|
training_batch_to_device           	|  0.00060048     	|1000           	|  0.60048        	|  0.11419        	|
on_train_epoch_start               	|  0.00027925     	|500            	|  0.13962        	|  0.026552       	|
on_train_epoch_end                 	|  0.00027052     	|500            	|  0.13526        	|  0.025723       	|
on_train_batch_start               	|  0.00010876     	|1000           	|  0.10876        	|  0.020682       	|
on_batch_start                     	|  3.4649e-05     	|1000           	|  0.034649       	|  0.0065892      	|
on_train_end                       	|  0.023732       	|1              	|  0.023732       	|  0.0045133      	|
on_pretrain_routine_start          	|  0.022557       	|1              	|  0.022557       	|  0.0042897      	|
on_before_zero_grad                	|  2.0834e-05     	|1000           	|  0.020834       	|  0.003962       	|
on_batch_end                       	|  1.3615e-05     	|1000           	|  0.013615       	|  0.0025893      	|
on_before_optimizer_step           	|  1.2402e-05     	|1000           	|  0.012402       	|  0.0023586      	|
on_before_backward                 	|  1.2084e-05     	|1000           	|  0.012084       	|  0.002298       	|
on_after_backward                  	|  1.1697e-05     	|1000           	|  0.011697       	|  0.0022245      	|
configure_optimizers               	|  0.0083948      	|1              	|  0.0083948      	|  0.0015965      	|
training_step_end                  	|  7.8053e-06     	|1000           	|  0.0078053      	|  0.0014843      	|
on_epoch_end                       	|  1.0894e-05     	|500            	|  0.0054472      	|  0.0010359      	|
on_epoch_start                     	|  1.0682e-05     	|500            	|  0.0053412      	|  0.0010158      	|
on_train_start                     	|  0.00070365     	|1              	|  0.00070365     	|  0.00013381     	|
on_fit_end                         	|  2.5418e-05     	|1              	|  2.5418e-05     	|  4.8338e-06     	|
on_before_accelerator_backend_setup	|  2.2032e-05     	|1              	|  2.2032e-05     	|  4.1899e-06     	|
on_fit_start                       	|  1.6461e-05     	|1              	|  1.6461e-05     	|  3.1304e-06     	|
on_configure_sharded_model         	|  1.3616e-05     	|1              	|  1.3616e-05     	|  2.5894e-06     	|
setup                              	|  1.2873e-05     	|1              	|  1.2873e-05     	|  2.4481e-06     	|
teardown                           	|  1.1342e-05     	|1              	|  1.1342e-05     	|  2.1569e-06     	|
on_pretrain_routine_end            	|  1.0961e-05     	|1              	|  1.0961e-05     	|  2.0845e-06     	|
prepare_data                       	|  7.2931e-06     	|1              	|  7.2931e-06     	|  1.3869e-06     	|
configure_callbacks                	|  5.13e-06       	|1              	|  5.13e-06       	|  9.7558e-07     	|
configure_sharded_model            	|  4.548e-06      	|1              	|  4.548e-06      	|  8.649e-07      	|
on_val_dataloader                  	|  4.368e-06      	|1              	|  4.368e-06      	|  8.3068e-07     	|
on_train_dataloader                	|  4.048e-06      	|1              	|  4.048e-06      	|  7.6982e-07     	|
