FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.49         	|  100 %          	|
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run_training_epoch                 	|  14.818         	|25             	|  370.45         	|  94.143         	|
run_training_batch                 	|  0.29714        	|1000           	|  297.14         	|  75.514         	|
optimizer_step_with_closure_0      	|  0.29269        	|1000           	|  292.69         	|  74.382         	|
training_step_and_backward         	|  0.22659        	|1000           	|  226.59         	|  57.585         	|
backward                           	|  0.11285        	|1000           	|  112.85         	|  28.678         	|
model_forward                      	|  0.11216        	|1000           	|  112.16         	|  28.504         	|
training_step                      	|  0.11195        	|1000           	|  111.95         	|  28.451         	|
get_train_batch                    	|  0.013018       	|1025           	|  13.343         	|  3.3909         	|
fetch_next_train_batch             	|  0.012992       	|1025           	|  13.317         	|  3.3842         	|
on_train_batch_end                 	|  0.0028902      	|1000           	|  2.8902         	|  0.73451        	|
zero_grad                          	|  0.00155        	|1000           	|  1.55           	|  0.39391        	|
training_batch_to_device           	|  0.00032803     	|1000           	|  0.32803        	|  0.083364       	|
on_train_batch_start               	|  9.5828e-05     	|1000           	|  0.095828       	|  0.024353       	|
on_train_end                       	|  0.047397       	|1              	|  0.047397       	|  0.012045       	|
on_after_backward                  	|  2.8172e-05     	|1000           	|  0.028172       	|  0.0071595      	|
on_pretrain_routine_start          	|  0.023001       	|1              	|  0.023001       	|  0.0058452      	|
on_batch_start                     	|  2.2722e-05     	|1000           	|  0.022722       	|  0.0057744      	|
on_before_zero_grad                	|  1.8359e-05     	|1000           	|  0.018359       	|  0.0046658      	|
on_batch_end                       	|  1.6925e-05     	|1000           	|  0.016925       	|  0.0043013      	|
on_before_optimizer_step           	|  1.4025e-05     	|1000           	|  0.014025       	|  0.0035641      	|
on_before_backward                 	|  1.318e-05      	|1000           	|  0.01318        	|  0.0033495      	|
on_train_epoch_end                 	|  0.00051836     	|25             	|  0.012959       	|  0.0032933      	|
configure_optimizers               	|  0.012332       	|1              	|  0.012332       	|  0.0031339      	|
on_train_epoch_start               	|  0.00047221     	|25             	|  0.011805       	|  0.0030001      	|
training_step_end                  	|  7.8601e-06     	|1000           	|  0.0078601      	|  0.0019975      	|
on_train_start                     	|  0.0014359      	|1              	|  0.0014359      	|  0.00036492     	|
on_epoch_end                       	|  1.3287e-05     	|25             	|  0.00033217     	|  8.4414e-05     	|
on_epoch_start                     	|  1.2656e-05     	|25             	|  0.00031641     	|  8.041e-05      	|
on_fit_start                       	|  4.808e-05      	|1              	|  4.808e-05      	|  1.2219e-05     	|
on_fit_end                         	|  2.9262e-05     	|1              	|  2.9262e-05     	|  7.4365e-06     	|
setup                              	|  2.8919e-05     	|1              	|  2.8919e-05     	|  7.3494e-06     	|
on_before_accelerator_backend_setup	|  2.4963e-05     	|1              	|  2.4963e-05     	|  6.344e-06      	|
on_configure_sharded_model         	|  2.3186e-05     	|1              	|  2.3186e-05     	|  5.8924e-06     	|
teardown                           	|  1.6844e-05     	|1              	|  1.6844e-05     	|  4.2806e-06     	|
on_pretrain_routine_end            	|  1.6069e-05     	|1              	|  1.6069e-05     	|  4.0837e-06     	|
configure_sharded_model            	|  1.3616e-05     	|1              	|  1.3616e-05     	|  3.4603e-06     	|
prepare_data                       	|  1.0336e-05     	|1              	|  1.0336e-05     	|  2.6267e-06     	|
on_train_dataloader                	|  9.2778e-06     	|1              	|  9.2778e-06     	|  2.3578e-06     	|
on_val_dataloader                  	|  8.9053e-06     	|1              	|  8.9053e-06     	|  2.2631e-06     	|
configure_callbacks                	|  7.363e-06      	|1              	|  7.363e-06      	|  1.8712e-06     	|
