FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.09         	|  100 %          	|
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run_training_epoch                 	|  6.4679         	|63             	|  407.48         	|  94.304         	|
run_training_batch                 	|  0.27516        	|1000           	|  275.16         	|  63.682         	|
optimizer_step_with_closure_0      	|  0.27079        	|1000           	|  270.79         	|  62.67          	|
training_step_and_backward         	|  0.20344        	|1000           	|  203.44         	|  47.083         	|
model_forward                      	|  0.10843        	|1000           	|  108.43         	|  25.094         	|
training_step                      	|  0.10823        	|1000           	|  108.23         	|  25.049         	|
backward                           	|  0.093362       	|1000           	|  93.362         	|  21.607         	|
get_train_batch                    	|  0.025796       	|1063           	|  27.422         	|  6.3463         	|
fetch_next_train_batch             	|  0.02577        	|1063           	|  27.394         	|  6.3399         	|
on_train_batch_end                 	|  0.0023734      	|1000           	|  2.3734         	|  0.54929        	|
zero_grad                          	|  0.0016147      	|1000           	|  1.6147         	|  0.37369        	|
training_batch_to_device           	|  0.00027047     	|1000           	|  0.27047        	|  0.062595       	|
on_train_batch_start               	|  9.5933e-05     	|1000           	|  0.095933       	|  0.022202       	|
on_train_end                       	|  0.049932       	|1              	|  0.049932       	|  0.011556       	|
on_after_backward                  	|  2.7214e-05     	|1000           	|  0.027214       	|  0.0062982      	|
on_train_epoch_end                 	|  0.00040617     	|63             	|  0.025588       	|  0.005922       	|
on_train_epoch_start               	|  0.00036912     	|63             	|  0.023255       	|  0.0053819      	|
on_pretrain_routine_start          	|  0.022917       	|1              	|  0.022917       	|  0.0053038      	|
on_batch_start                     	|  2.1639e-05     	|1000           	|  0.021639       	|  0.0050079      	|
on_before_zero_grad                	|  2.1117e-05     	|1000           	|  0.021117       	|  0.0048871      	|
on_batch_end                       	|  1.5898e-05     	|1000           	|  0.015898       	|  0.0036793      	|
on_before_optimizer_step           	|  1.5786e-05     	|1000           	|  0.015786       	|  0.0036535      	|
on_before_backward                 	|  1.547e-05      	|1000           	|  0.01547        	|  0.0035802      	|
configure_optimizers               	|  0.011089       	|1              	|  0.011089       	|  0.0025663      	|
training_step_end                  	|  6.9441e-06     	|1000           	|  0.0069441      	|  0.0016071      	|
on_train_start                     	|  0.0013863      	|1              	|  0.0013863      	|  0.00032083     	|
on_epoch_end                       	|  1.1672e-05     	|63             	|  0.00073536     	|  0.00017019     	|
on_epoch_start                     	|  1.1114e-05     	|63             	|  0.0007002      	|  0.00016205     	|
on_fit_end                         	|  8.9156e-05     	|1              	|  8.9156e-05     	|  2.0634e-05     	|
on_fit_start                       	|  4.364e-05      	|1              	|  4.364e-05      	|  1.01e-05       	|
setup                              	|  2.9512e-05     	|1              	|  2.9512e-05     	|  6.83e-06       	|
on_before_accelerator_backend_setup	|  2.7616e-05     	|1              	|  2.7616e-05     	|  6.3912e-06     	|
on_configure_sharded_model         	|  2.682e-05      	|1              	|  2.682e-05      	|  6.2071e-06     	|
on_pretrain_routine_end            	|  1.8999e-05     	|1              	|  1.8999e-05     	|  4.397e-06      	|
teardown                           	|  1.4381e-05     	|1              	|  1.4381e-05     	|  3.3283e-06     	|
prepare_data                       	|  1.2027e-05     	|1              	|  1.2027e-05     	|  2.7835e-06     	|
on_train_dataloader                	|  1.0416e-05     	|1              	|  1.0416e-05     	|  2.4106e-06     	|
on_val_dataloader                  	|  1.0248e-05     	|1              	|  1.0248e-05     	|  2.3718e-06     	|
configure_callbacks                	|  9.9167e-06     	|1              	|  9.9167e-06     	|  2.2951e-06     	|
configure_sharded_model            	|  9.0748e-06     	|1              	|  9.0748e-06     	|  2.1002e-06     	|
