FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  429.34         	|  100 %          	|
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run_training_epoch                 	|  6.4233         	|63             	|  404.67         	|  94.255         	|
run_training_batch                 	|  0.27238        	|1000           	|  272.38         	|  63.442         	|
optimizer_step_with_closure_0      	|  0.26797        	|1000           	|  267.97         	|  62.415         	|
training_step_and_backward         	|  0.20221        	|1000           	|  202.21         	|  47.099         	|
model_forward                      	|  0.10594        	|1000           	|  105.94         	|  24.675         	|
training_step                      	|  0.10574        	|1000           	|  105.74         	|  24.63          	|
backward                           	|  0.094698       	|1000           	|  94.698         	|  22.057         	|
get_train_batch                    	|  0.025215       	|1063           	|  26.803         	|  6.243          	|
fetch_next_train_batch             	|  0.025189       	|1063           	|  26.776         	|  6.2367         	|
on_train_batch_end                 	|  0.0023441      	|1000           	|  2.3441         	|  0.54598        	|
zero_grad                          	|  0.0015369      	|1000           	|  1.5369         	|  0.35797        	|
training_batch_to_device           	|  0.00026865     	|1000           	|  0.26865        	|  0.062574       	|
on_train_batch_start               	|  9.5755e-05     	|1000           	|  0.095755       	|  0.022303       	|
on_train_end                       	|  0.054054       	|1              	|  0.054054       	|  0.01259        	|
on_after_backward                  	|  2.5801e-05     	|1000           	|  0.025801       	|  0.0060096      	|
on_train_epoch_start               	|  0.00036837     	|63             	|  0.023207       	|  0.0054054      	|
on_pretrain_routine_start          	|  0.022501       	|1              	|  0.022501       	|  0.0052409      	|
on_batch_start                     	|  2.185e-05      	|1000           	|  0.02185        	|  0.0050892      	|
on_train_epoch_end                 	|  0.00033498     	|63             	|  0.021104       	|  0.0049154      	|
on_before_zero_grad                	|  1.8445e-05     	|1000           	|  0.018445       	|  0.0042962      	|
on_batch_end                       	|  1.6348e-05     	|1000           	|  0.016348       	|  0.0038078      	|
on_before_optimizer_step           	|  1.333e-05      	|1000           	|  0.01333        	|  0.0031048      	|
on_before_backward                 	|  1.2709e-05     	|1000           	|  0.012709       	|  0.0029601      	|
configure_optimizers               	|  0.010347       	|1              	|  0.010347       	|  0.0024099      	|
training_step_end                  	|  7.0871e-06     	|1000           	|  0.0070871      	|  0.0016507      	|
on_train_start                     	|  0.0012805      	|1              	|  0.0012805      	|  0.00029825     	|
on_epoch_end                       	|  1.1643e-05     	|63             	|  0.00073352     	|  0.00017085     	|
on_epoch_start                     	|  1.1124e-05     	|63             	|  0.00070083     	|  0.00016324     	|
on_fit_end                         	|  7.2537e-05     	|1              	|  7.2537e-05     	|  1.6895e-05     	|
on_fit_start                       	|  4.6114e-05     	|1              	|  4.6114e-05     	|  1.0741e-05     	|
setup                              	|  2.9631e-05     	|1              	|  2.9631e-05     	|  6.9016e-06     	|
on_before_accelerator_backend_setup	|  2.8072e-05     	|1              	|  2.8072e-05     	|  6.5385e-06     	|
on_configure_sharded_model         	|  2.2577e-05     	|1              	|  2.2577e-05     	|  5.2586e-06     	|
teardown                           	|  2.0271e-05     	|1              	|  2.0271e-05     	|  4.7215e-06     	|
on_pretrain_routine_end            	|  1.5689e-05     	|1              	|  1.5689e-05     	|  3.6543e-06     	|
prepare_data                       	|  1.0042e-05     	|1              	|  1.0042e-05     	|  2.3389e-06     	|
on_train_dataloader                	|  9.0357e-06     	|1              	|  9.0357e-06     	|  2.1046e-06     	|
configure_callbacks                	|  8.5533e-06     	|1              	|  8.5533e-06     	|  1.9922e-06     	|
configure_sharded_model            	|  7.4729e-06     	|1              	|  7.4729e-06     	|  1.7406e-06     	|
on_val_dataloader                  	|  7.2755e-06     	|1              	|  7.2755e-06     	|  1.6946e-06     	|
