FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  419.9          	|  100 %          	|
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run_training_epoch                 	|  6.3511         	|63             	|  400.12         	|  95.289         	|
run_training_batch                 	|  0.27454        	|1000           	|  274.54         	|  65.383         	|
optimizer_step_with_closure_0      	|  0.27126        	|1000           	|  271.26         	|  64.602         	|
training_step_and_backward         	|  0.20643        	|1000           	|  206.43         	|  49.161         	|
model_forward                      	|  0.10546        	|1000           	|  105.46         	|  25.115         	|
training_step                      	|  0.10526        	|1000           	|  105.26         	|  25.069         	|
backward                           	|  0.099398       	|1000           	|  99.398         	|  23.672         	|
get_train_batch                    	|  0.025984       	|1063           	|  27.621         	|  6.5781         	|
fetch_next_train_batch             	|  0.02596        	|1063           	|  27.596         	|  6.572          	|
on_train_batch_end                 	|  0.0021184      	|1000           	|  2.1184         	|  0.5045         	|
zero_grad                          	|  0.0015353      	|1000           	|  1.5353         	|  0.36564        	|
training_batch_to_device           	|  0.00025808     	|1000           	|  0.25808        	|  0.061463       	|
on_train_batch_start               	|  9.562e-05      	|1000           	|  0.09562        	|  0.022772       	|
on_train_end                       	|  0.063325       	|1              	|  0.063325       	|  0.015081       	|
on_after_backward                  	|  2.4842e-05     	|1000           	|  0.024842       	|  0.0059163      	|
configure_optimizers               	|  0.024065       	|1              	|  0.024065       	|  0.0057312      	|
on_pretrain_routine_start          	|  0.023299       	|1              	|  0.023299       	|  0.0055488      	|
on_train_epoch_end                 	|  0.00035422     	|63             	|  0.022316       	|  0.0053145      	|
on_train_epoch_start               	|  0.00034006     	|63             	|  0.021424       	|  0.0051022      	|
on_batch_start                     	|  2.0672e-05     	|1000           	|  0.020672       	|  0.0049231      	|
on_before_zero_grad                	|  1.9132e-05     	|1000           	|  0.019132       	|  0.0045563      	|
on_batch_end                       	|  1.6757e-05     	|1000           	|  0.016757       	|  0.0039907      	|
on_before_optimizer_step           	|  1.4774e-05     	|1000           	|  0.014774       	|  0.0035185      	|
on_before_backward                 	|  1.3451e-05     	|1000           	|  0.013451       	|  0.0032034      	|
training_step_end                  	|  7.6454e-06     	|1000           	|  0.0076454      	|  0.0018208      	|
on_train_start                     	|  0.0012379      	|1              	|  0.0012379      	|  0.00029482     	|
on_epoch_end                       	|  1.2484e-05     	|63             	|  0.00078648     	|  0.0001873      	|
on_epoch_start                     	|  1.1579e-05     	|63             	|  0.00072947     	|  0.00017373     	|
on_fit_start                       	|  5.4928e-05     	|1              	|  5.4928e-05     	|  1.3081e-05     	|
setup                              	|  4.4748e-05     	|1              	|  4.4748e-05     	|  1.0657e-05     	|
on_fit_end                         	|  3.1732e-05     	|1              	|  3.1732e-05     	|  7.557e-06      	|
on_before_accelerator_backend_setup	|  2.4477e-05     	|1              	|  2.4477e-05     	|  5.8293e-06     	|
on_configure_sharded_model         	|  2.438e-05      	|1              	|  2.438e-05      	|  5.8062e-06     	|
teardown                           	|  1.6186e-05     	|1              	|  1.6186e-05     	|  3.8548e-06     	|
on_pretrain_routine_end            	|  1.5214e-05     	|1              	|  1.5214e-05     	|  3.6233e-06     	|
configure_callbacks                	|  9.7565e-06     	|1              	|  9.7565e-06     	|  2.3235e-06     	|
prepare_data                       	|  8.5291e-06     	|1              	|  8.5291e-06     	|  2.0312e-06     	|
on_train_dataloader                	|  8.2683e-06     	|1              	|  8.2683e-06     	|  1.9691e-06     	|
on_val_dataloader                  	|  8.0336e-06     	|1              	|  8.0336e-06     	|  1.9132e-06     	|
configure_sharded_model            	|  8.0206e-06     	|1              	|  8.0206e-06     	|  1.9101e-06     	|
