FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  386.66         	|  100 %          	|
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run_training_epoch                 	|  17.167         	|21             	|  360.5          	|  93.235         	|
run_training_batch                 	|  0.30571        	|1000           	|  305.71         	|  79.064         	|
optimizer_step_with_closure_0      	|  0.30183        	|1000           	|  301.83         	|  78.061         	|
training_step_and_backward         	|  0.23123        	|1000           	|  231.23         	|  59.803         	|
backward                           	|  0.11509        	|1000           	|  115.09         	|  29.766         	|
model_forward                      	|  0.1144         	|1000           	|  114.4          	|  29.587         	|
training_step                      	|  0.11419        	|1000           	|  114.19         	|  29.532         	|
get_train_batch                    	|  0.0095689      	|1021           	|  9.7699         	|  2.5267         	|
fetch_next_train_batch             	|  0.0095439      	|1021           	|  9.7443         	|  2.5201         	|
on_train_batch_end                 	|  0.0025143      	|1000           	|  2.5143         	|  0.65026        	|
zero_grad                          	|  0.001704       	|1000           	|  1.704          	|  0.4407         	|
training_batch_to_device           	|  0.00031444     	|1000           	|  0.31444        	|  0.081323       	|
on_train_batch_start               	|  0.00011097     	|1000           	|  0.11097        	|  0.028699       	|
on_train_end                       	|  0.055004       	|1              	|  0.055004       	|  0.014226       	|
configure_optimizers               	|  0.047004       	|1              	|  0.047004       	|  0.012156       	|
on_after_backward                  	|  4.5717e-05     	|1000           	|  0.045717       	|  0.011824       	|
on_pretrain_routine_start          	|  0.022688       	|1              	|  0.022688       	|  0.0058676      	|
on_batch_start                     	|  2.184e-05      	|1000           	|  0.02184        	|  0.0056483      	|
on_before_zero_grad                	|  2.053e-05      	|1000           	|  0.02053        	|  0.0053097      	|
on_batch_end                       	|  1.9718e-05     	|1000           	|  0.019718       	|  0.0050995      	|
on_before_optimizer_step           	|  1.5554e-05     	|1000           	|  0.015554       	|  0.0040227      	|
on_before_backward                 	|  1.5483e-05     	|1000           	|  0.015483       	|  0.0040044      	|
on_train_epoch_end                 	|  0.0003991      	|21             	|  0.0083811      	|  0.0021676      	|
on_train_epoch_start               	|  0.00038459     	|21             	|  0.0080764      	|  0.0020888      	|
training_step_end                  	|  7.6787e-06     	|1000           	|  0.0076787      	|  0.0019859      	|
on_train_start                     	|  0.0018838      	|1              	|  0.0018838      	|  0.0004872      	|
on_epoch_end                       	|  1.421e-05      	|21             	|  0.00029841     	|  7.7177e-05     	|
on_epoch_start                     	|  1.3039e-05     	|21             	|  0.00027381     	|  7.0814e-05     	|
on_fit_end                         	|  6.3365e-05     	|1              	|  6.3365e-05     	|  1.6388e-05     	|
on_fit_start                       	|  4.6238e-05     	|1              	|  4.6238e-05     	|  1.1958e-05     	|
on_configure_sharded_model         	|  2.7226e-05     	|1              	|  2.7226e-05     	|  7.0414e-06     	|
on_before_accelerator_backend_setup	|  2.671e-05      	|1              	|  2.671e-05      	|  6.908e-06      	|
setup                              	|  2.4902e-05     	|1              	|  2.4902e-05     	|  6.4402e-06     	|
on_pretrain_routine_end            	|  2.0321e-05     	|1              	|  2.0321e-05     	|  5.2557e-06     	|
teardown                           	|  1.5929e-05     	|1              	|  1.5929e-05     	|  4.1197e-06     	|
prepare_data                       	|  1.0764e-05     	|1              	|  1.0764e-05     	|  2.7839e-06     	|
configure_sharded_model            	|  1.0081e-05     	|1              	|  1.0081e-05     	|  2.6071e-06     	|
on_train_dataloader                	|  8.503e-06      	|1              	|  8.503e-06      	|  2.1991e-06     	|
configure_callbacks                	|  7.7523e-06     	|1              	|  7.7523e-06     	|  2.005e-06      	|
on_val_dataloader                  	|  7.1544e-06     	|1              	|  7.1544e-06     	|  1.8503e-06     	|
