FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  383.18         	|  100 %          	|
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run_training_epoch                 	|  5.7944         	|63             	|  365.05         	|  95.268         	|
run_training_batch                 	|  0.23276        	|1000           	|  232.76         	|  60.744         	|
optimizer_step_with_closure_0      	|  0.23091        	|1000           	|  230.91         	|  60.261         	|
training_step_and_backward         	|  0.17094        	|1000           	|  170.94         	|  44.61          	|
model_forward                      	|  0.085724       	|1000           	|  85.724         	|  22.372         	|
training_step                      	|  0.08557        	|1000           	|  85.57          	|  22.331         	|
backward                           	|  0.083886       	|1000           	|  83.886         	|  21.892         	|
get_train_batch                    	|  0.027153       	|1063           	|  28.863         	|  7.5326         	|
fetch_next_train_batch             	|  0.027132       	|1063           	|  28.841         	|  7.5267         	|
on_train_batch_end                 	|  0.0014652      	|1000           	|  1.4652         	|  0.38237        	|
zero_grad                          	|  0.0013022      	|1000           	|  1.3022         	|  0.33985        	|
training_batch_to_device           	|  0.00027383     	|1000           	|  0.27383        	|  0.071462       	|
on_train_batch_start               	|  9.1432e-05     	|1000           	|  0.091432       	|  0.023861       	|
on_train_end                       	|  0.044084       	|1              	|  0.044084       	|  0.011505       	|
on_pretrain_routine_start          	|  0.022969       	|1              	|  0.022969       	|  0.0059943      	|
on_train_epoch_start               	|  0.00033302     	|63             	|  0.02098        	|  0.0054753      	|
on_train_epoch_end                 	|  0.00032036     	|63             	|  0.020183       	|  0.0052671      	|
on_batch_start                     	|  1.9282e-05     	|1000           	|  0.019282       	|  0.0050321      	|
configure_optimizers               	|  0.016588       	|1              	|  0.016588       	|  0.004329       	|
on_after_backward                  	|  1.554e-05      	|1000           	|  0.01554        	|  0.0040555      	|
on_batch_end                       	|  1.3929e-05     	|1000           	|  0.013929       	|  0.0036351      	|
on_before_zero_grad                	|  1.306e-05      	|1000           	|  0.01306        	|  0.0034083      	|
on_before_backward                 	|  1.142e-05      	|1000           	|  0.01142        	|  0.0029802      	|
on_before_optimizer_step           	|  1.0969e-05     	|1000           	|  0.010969       	|  0.0028626      	|
training_step_end                  	|  5.9597e-06     	|1000           	|  0.0059597      	|  0.0015553      	|
on_train_start                     	|  0.0011503      	|1              	|  0.0011503      	|  0.00030019     	|
on_epoch_end                       	|  1.1244e-05     	|63             	|  0.00070836     	|  0.00018486     	|
on_epoch_start                     	|  1.0414e-05     	|63             	|  0.00065607     	|  0.00017122     	|
on_fit_end                         	|  5.7938e-05     	|1              	|  5.7938e-05     	|  1.512e-05      	|
setup                              	|  4.3979e-05     	|1              	|  4.3979e-05     	|  1.1477e-05     	|
on_fit_start                       	|  4.2373e-05     	|1              	|  4.2373e-05     	|  1.1058e-05     	|
on_before_accelerator_backend_setup	|  2.6353e-05     	|1              	|  2.6353e-05     	|  6.8773e-06     	|
on_configure_sharded_model         	|  2.3467e-05     	|1              	|  2.3467e-05     	|  6.1244e-06     	|
teardown                           	|  1.4709e-05     	|1              	|  1.4709e-05     	|  3.8387e-06     	|
on_pretrain_routine_end            	|  1.4365e-05     	|1              	|  1.4365e-05     	|  3.7488e-06     	|
prepare_data                       	|  9.4157e-06     	|1              	|  9.4157e-06     	|  2.4572e-06     	|
configure_sharded_model            	|  7.2401e-06     	|1              	|  7.2401e-06     	|  1.8895e-06     	|
configure_callbacks                	|  7.0743e-06     	|1              	|  7.0743e-06     	|  1.8462e-06     	|
on_val_dataloader                  	|  6.1616e-06     	|1              	|  6.1616e-06     	|  1.608e-06      	|
on_train_dataloader                	|  6.1523e-06     	|1              	|  6.1523e-06     	|  1.6056e-06     	|
