FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  472.81         	|  100 %          	|
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run_training_epoch                 	|  0.89992        	|500            	|  449.96         	|  95.166         	|
run_training_batch                 	|  0.29919        	|1000           	|  299.19         	|  63.279         	|
optimizer_step_with_closure_0      	|  0.29658        	|1000           	|  296.58         	|  62.727         	|
training_step_and_backward         	|  0.22353        	|1000           	|  223.53         	|  47.277         	|
model_forward                      	|  0.1366         	|1000           	|  136.6          	|  28.892         	|
training_step                      	|  0.13644        	|1000           	|  136.44         	|  28.856         	|
backward                           	|  0.085537       	|1000           	|  85.537         	|  18.091         	|
get_train_batch                    	|  0.028865       	|1500           	|  43.298         	|  9.1575         	|
fetch_next_train_batch             	|  0.028834       	|1500           	|  43.251         	|  9.1475         	|
zero_grad                          	|  0.0013627      	|1000           	|  1.3627         	|  0.28821        	|
on_train_batch_end                 	|  0.0013116      	|1000           	|  1.3116         	|  0.2774         	|
training_batch_to_device           	|  0.00060316     	|1000           	|  0.60316        	|  0.12757        	|
on_train_epoch_start               	|  0.00027766     	|500            	|  0.13883        	|  0.029362       	|
on_train_epoch_end                 	|  0.0002744      	|500            	|  0.1372         	|  0.029017       	|
on_train_batch_start               	|  0.00010689     	|1000           	|  0.10689        	|  0.022607       	|
on_batch_start                     	|  3.5404e-05     	|1000           	|  0.035404       	|  0.007488       	|
on_train_end                       	|  0.024138       	|1              	|  0.024138       	|  0.0051052      	|
on_pretrain_routine_start          	|  0.022868       	|1              	|  0.022868       	|  0.0048366      	|
on_before_zero_grad                	|  2.0539e-05     	|1000           	|  0.020539       	|  0.004344       	|
on_batch_end                       	|  1.3375e-05     	|1000           	|  0.013375       	|  0.0028289      	|
on_before_backward                 	|  1.3232e-05     	|1000           	|  0.013232       	|  0.0027986      	|
on_before_optimizer_step           	|  1.1852e-05     	|1000           	|  0.011852       	|  0.0025066      	|
on_after_backward                  	|  1.1152e-05     	|1000           	|  0.011152       	|  0.0023587      	|
configure_optimizers               	|  0.0082011      	|1              	|  0.0082011      	|  0.0017345      	|
training_step_end                  	|  7.5064e-06     	|1000           	|  0.0075064      	|  0.0015876      	|
on_epoch_end                       	|  1.0664e-05     	|500            	|  0.0053321      	|  0.0011277      	|
on_epoch_start                     	|  1.0542e-05     	|500            	|  0.0052708      	|  0.0011148      	|
on_train_start                     	|  0.00070454     	|1              	|  0.00070454     	|  0.00014901     	|
on_fit_end                         	|  2.2141e-05     	|1              	|  2.2141e-05     	|  4.6828e-06     	|
on_before_accelerator_backend_setup	|  1.9025e-05     	|1              	|  1.9025e-05     	|  4.0238e-06     	|
on_fit_start                       	|  1.588e-05      	|1              	|  1.588e-05      	|  3.3586e-06     	|
setup                              	|  1.5469e-05     	|1              	|  1.5469e-05     	|  3.2717e-06     	|
on_configure_sharded_model         	|  1.4297e-05     	|1              	|  1.4297e-05     	|  3.0238e-06     	|
teardown                           	|  1.0851e-05     	|1              	|  1.0851e-05     	|  2.295e-06      	|
configure_sharded_model            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  2.1359e-06     	|
on_pretrain_routine_end            	|  9.508e-06      	|1              	|  9.508e-06      	|  2.0109e-06     	|
prepare_data                       	|  8.216e-06      	|1              	|  8.216e-06      	|  1.7377e-06     	|
configure_callbacks                	|  4.7591e-06     	|1              	|  4.7591e-06     	|  1.0065e-06     	|
on_val_dataloader                  	|  4.478e-06      	|1              	|  4.478e-06      	|  9.471e-07      	|
on_train_dataloader                	|  4.107e-06      	|1              	|  4.107e-06      	|  8.6863e-07     	|
