FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  429.61         	|  100 %          	|
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run_training_epoch                 	|  6.5143         	|63             	|  410.4          	|  95.529         	|
run_training_batch                 	|  0.27156        	|1000           	|  271.56         	|  63.211         	|
optimizer_step_with_closure_0      	|  0.26813        	|1000           	|  268.13         	|  62.412         	|
training_step_and_backward         	|  0.20411        	|1000           	|  204.11         	|  47.512         	|
model_forward                      	|  0.1032         	|1000           	|  103.2          	|  24.022         	|
training_step                      	|  0.10301        	|1000           	|  103.01         	|  23.977         	|
backward                           	|  0.099396       	|1000           	|  99.396         	|  23.136         	|
get_train_batch                    	|  0.030654       	|1063           	|  32.585         	|  7.5849         	|
fetch_next_train_batch             	|  0.030629       	|1063           	|  32.559         	|  7.5788         	|
on_train_batch_end                 	|  0.0022173      	|1000           	|  2.2173         	|  0.51613        	|
zero_grad                          	|  0.001482       	|1000           	|  1.482          	|  0.34496        	|
training_batch_to_device           	|  0.00024829     	|1000           	|  0.24829        	|  0.057794       	|
on_train_batch_start               	|  9.398e-05      	|1000           	|  0.09398        	|  0.021876       	|
on_train_end                       	|  0.056017       	|1              	|  0.056017       	|  0.013039       	|
on_after_backward                  	|  2.5914e-05     	|1000           	|  0.025914       	|  0.0060319      	|
on_batch_start                     	|  2.3937e-05     	|1000           	|  0.023937       	|  0.0055717      	|
on_pretrain_routine_start          	|  0.022514       	|1              	|  0.022514       	|  0.0052407      	|
on_train_epoch_end                 	|  0.00035668     	|63             	|  0.022471       	|  0.0052305      	|
on_train_epoch_start               	|  0.00034135     	|63             	|  0.021505       	|  0.0050058      	|
on_before_zero_grad                	|  1.8353e-05     	|1000           	|  0.018353       	|  0.004272       	|
on_batch_end                       	|  1.5476e-05     	|1000           	|  0.015476       	|  0.0036024      	|
configure_optimizers               	|  0.015182       	|1              	|  0.015182       	|  0.0035339      	|
on_before_optimizer_step           	|  1.4282e-05     	|1000           	|  0.014282       	|  0.0033244      	|
on_before_backward                 	|  1.3194e-05     	|1000           	|  0.013194       	|  0.0030712      	|
training_step_end                  	|  7.0218e-06     	|1000           	|  0.0070218      	|  0.0016345      	|
on_train_start                     	|  0.0011186      	|1              	|  0.0011186      	|  0.00026039     	|
on_epoch_end                       	|  1.2892e-05     	|63             	|  0.00081222     	|  0.00018906     	|
on_epoch_start                     	|  1.1512e-05     	|63             	|  0.00072526     	|  0.00016882     	|
on_fit_start                       	|  4.1341e-05     	|1              	|  4.1341e-05     	|  9.6231e-06     	|
on_fit_end                         	|  3.7344e-05     	|1              	|  3.7344e-05     	|  8.6926e-06     	|
setup                              	|  2.5209e-05     	|1              	|  2.5209e-05     	|  5.8679e-06     	|
on_before_accelerator_backend_setup	|  2.2685e-05     	|1              	|  2.2685e-05     	|  5.2804e-06     	|
on_configure_sharded_model         	|  2.1517e-05     	|1              	|  2.1517e-05     	|  5.0086e-06     	|
teardown                           	|  1.7028e-05     	|1              	|  1.7028e-05     	|  3.9637e-06     	|
on_pretrain_routine_end            	|  1.3389e-05     	|1              	|  1.3389e-05     	|  3.1165e-06     	|
prepare_data                       	|  1.1247e-05     	|1              	|  1.1247e-05     	|  2.6179e-06     	|
configure_callbacks                	|  7.702e-06      	|1              	|  7.702e-06      	|  1.7928e-06     	|
configure_sharded_model            	|  7.3034e-06     	|1              	|  7.3034e-06     	|  1.7e-06        	|
on_val_dataloader                  	|  7.1265e-06     	|1              	|  7.1265e-06     	|  1.6588e-06     	|
on_train_dataloader                	|  6.9998e-06     	|1              	|  6.9998e-06     	|  1.6294e-06     	|
