FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  472.29         	|  100 %          	|
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run_training_epoch                 	|  0.89911        	|500            	|  449.55         	|  95.186         	|
run_training_batch                 	|  0.29856        	|1000           	|  298.56         	|  63.216         	|
optimizer_step_with_closure_0      	|  0.2959         	|1000           	|  295.9          	|  62.652         	|
training_step_and_backward         	|  0.22395        	|1000           	|  223.95         	|  47.418         	|
model_forward                      	|  0.1371         	|1000           	|  137.1          	|  29.029         	|
training_step                      	|  0.13694        	|1000           	|  136.94         	|  28.994         	|
backward                           	|  0.085456       	|1000           	|  85.456         	|  18.094         	|
get_train_batch                    	|  0.029196       	|1500           	|  43.794         	|  9.2726         	|
fetch_next_train_batch             	|  0.029163       	|1500           	|  43.744         	|  9.2621         	|
zero_grad                          	|  0.0013653      	|1000           	|  1.3653         	|  0.28909        	|
on_train_batch_end                 	|  0.0013245      	|1000           	|  1.3245         	|  0.28045        	|
training_batch_to_device           	|  0.00059274     	|1000           	|  0.59274        	|  0.1255         	|
on_train_epoch_start               	|  0.00028053     	|500            	|  0.14027        	|  0.029699       	|
on_train_epoch_end                 	|  0.00026473     	|500            	|  0.13236        	|  0.028026       	|
on_train_batch_start               	|  0.00010887     	|1000           	|  0.10887        	|  0.023051       	|
on_batch_start                     	|  3.4413e-05     	|1000           	|  0.034413       	|  0.0072865      	|
on_train_end                       	|  0.024652       	|1              	|  0.024652       	|  0.0052196      	|
on_pretrain_routine_start          	|  0.022945       	|1              	|  0.022945       	|  0.0048581      	|
on_before_zero_grad                	|  2.1074e-05     	|1000           	|  0.021074       	|  0.004462       	|
on_batch_end                       	|  1.3581e-05     	|1000           	|  0.013581       	|  0.0028756      	|
on_before_optimizer_step           	|  1.2501e-05     	|1000           	|  0.012501       	|  0.0026468      	|
on_after_backward                  	|  1.136e-05      	|1000           	|  0.01136        	|  0.0024053      	|
on_before_backward                 	|  1.0773e-05     	|1000           	|  0.010773       	|  0.002281       	|
configure_optimizers               	|  0.0088428      	|1              	|  0.0088428      	|  0.0018723      	|
training_step_end                  	|  7.5479e-06     	|1000           	|  0.0075479      	|  0.0015981      	|
on_epoch_start                     	|  1.088e-05      	|500            	|  0.00544        	|  0.0011518      	|
on_epoch_end                       	|  1.0856e-05     	|500            	|  0.0054278      	|  0.0011492      	|
on_train_start                     	|  0.00073665     	|1              	|  0.00073665     	|  0.00015597     	|
on_fit_end                         	|  2.3284e-05     	|1              	|  2.3284e-05     	|  4.93e-06       	|
on_before_accelerator_backend_setup	|  2.1931e-05     	|1              	|  2.1931e-05     	|  4.6435e-06     	|
on_fit_start                       	|  1.9536e-05     	|1              	|  1.9536e-05     	|  4.1364e-06     	|
setup                              	|  1.584e-05      	|1              	|  1.584e-05      	|  3.3539e-06     	|
on_configure_sharded_model         	|  1.4557e-05     	|1              	|  1.4557e-05     	|  3.0822e-06     	|
teardown                           	|  1.1973e-05     	|1              	|  1.1973e-05     	|  2.5351e-06     	|
on_pretrain_routine_end            	|  9.6081e-06     	|1              	|  9.6081e-06     	|  2.0344e-06     	|
prepare_data                       	|  8.7969e-06     	|1              	|  8.7969e-06     	|  1.8626e-06     	|
on_val_dataloader                  	|  5.049e-06      	|1              	|  5.049e-06      	|  1.0691e-06     	|
configure_callbacks                	|  4.899e-06      	|1              	|  4.899e-06      	|  1.0373e-06     	|
configure_sharded_model            	|  4.4181e-06     	|1              	|  4.4181e-06     	|  9.3546e-07     	|
on_train_dataloader                	|  4.2081e-06     	|1              	|  4.2081e-06     	|  8.9099e-07     	|
