FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  441.51         	|  100 %          	|
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run_training_epoch                 	|  6.6852         	|63             	|  421.17         	|  95.393         	|
run_training_batch                 	|  0.28191        	|1000           	|  281.91         	|  63.851         	|
optimizer_step_with_closure_0      	|  0.27855        	|1000           	|  278.55         	|  63.09          	|
training_step_and_backward         	|  0.21445        	|1000           	|  214.45         	|  48.572         	|
backward                           	|  0.10799        	|1000           	|  107.99         	|  24.458         	|
model_forward                      	|  0.10494        	|1000           	|  104.94         	|  23.769         	|
training_step                      	|  0.10475        	|1000           	|  104.75         	|  23.726         	|
get_train_batch                    	|  0.030803       	|1063           	|  32.744         	|  7.4164         	|
fetch_next_train_batch             	|  0.030779       	|1063           	|  32.718         	|  7.4105         	|
on_train_batch_end                 	|  0.0021827      	|1000           	|  2.1827         	|  0.49437        	|
zero_grad                          	|  0.0014861      	|1000           	|  1.4861         	|  0.33659        	|
training_batch_to_device           	|  0.00024757     	|1000           	|  0.24757        	|  0.056074       	|
on_train_batch_start               	|  9.5551e-05     	|1000           	|  0.095551       	|  0.021642       	|
on_train_end                       	|  0.06159        	|1              	|  0.06159        	|  0.01395        	|
on_after_backward                  	|  2.6181e-05     	|1000           	|  0.026181       	|  0.00593        	|
on_pretrain_routine_start          	|  0.022661       	|1              	|  0.022661       	|  0.0051326      	|
on_train_epoch_end                 	|  0.00034959     	|63             	|  0.022024       	|  0.0049884      	|
configure_optimizers               	|  0.021216       	|1              	|  0.021216       	|  0.0048053      	|
on_batch_start                     	|  2.1182e-05     	|1000           	|  0.021182       	|  0.0047977      	|
on_train_epoch_start               	|  0.0003344      	|63             	|  0.021067       	|  0.0047717      	|
on_before_zero_grad                	|  1.8155e-05     	|1000           	|  0.018155       	|  0.0041121      	|
on_batch_end                       	|  1.6706e-05     	|1000           	|  0.016706       	|  0.0037839      	|
on_before_backward                 	|  1.3503e-05     	|1000           	|  0.013503       	|  0.0030584      	|
on_before_optimizer_step           	|  1.3172e-05     	|1000           	|  0.013172       	|  0.0029835      	|
training_step_end                  	|  7.3526e-06     	|1000           	|  0.0073526      	|  0.0016653      	|
on_train_start                     	|  0.0011594      	|1              	|  0.0011594      	|  0.00026261     	|
on_epoch_end                       	|  1.1924e-05     	|63             	|  0.00075122     	|  0.00017015     	|
on_epoch_start                     	|  1.1202e-05     	|63             	|  0.00070573     	|  0.00015985     	|
on_fit_end                         	|  8.8518e-05     	|1              	|  8.8518e-05     	|  2.0049e-05     	|
on_fit_start                       	|  4.4324e-05     	|1              	|  4.4324e-05     	|  1.0039e-05     	|
on_before_accelerator_backend_setup	|  2.5002e-05     	|1              	|  2.5002e-05     	|  5.6629e-06     	|
setup                              	|  2.2423e-05     	|1              	|  2.2423e-05     	|  5.0786e-06     	|
on_configure_sharded_model         	|  2.1284e-05     	|1              	|  2.1284e-05     	|  4.8208e-06     	|
teardown                           	|  1.5827e-05     	|1              	|  1.5827e-05     	|  3.5847e-06     	|
on_pretrain_routine_end            	|  1.2679e-05     	|1              	|  1.2679e-05     	|  2.8718e-06     	|
prepare_data                       	|  1.1846e-05     	|1              	|  1.1846e-05     	|  2.6832e-06     	|
on_train_dataloader                	|  7.6964e-06     	|1              	|  7.6964e-06     	|  1.7432e-06     	|
configure_sharded_model            	|  7.4655e-06     	|1              	|  7.4655e-06     	|  1.6909e-06     	|
configure_callbacks                	|  7.2643e-06     	|1              	|  7.2643e-06     	|  1.6453e-06     	|
on_val_dataloader                  	|  6.862e-06      	|1              	|  6.862e-06      	|  1.5542e-06     	|
