FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1468.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.906          	|500            	|  1453.0         	|  98.924         	|
run_training_batch                 	|  0.39592        	|1000           	|  395.92         	|  26.956         	|
optimizer_step_with_closure_0      	|  0.39229        	|1000           	|  392.29         	|  26.708         	|
training_step_and_backward         	|  0.28835        	|1000           	|  288.35         	|  19.632         	|
get_train_batch                    	|  0.11257        	|1500           	|  168.86         	|  11.497         	|
fetch_next_train_batch             	|  0.11253        	|1500           	|  168.8          	|  11.493         	|
model_forward                      	|  0.1562         	|1000           	|  156.2          	|  10.634         	|
training_step                      	|  0.15598        	|1000           	|  155.98         	|  10.619         	|
backward                           	|  0.13065        	|1000           	|  130.65         	|  8.8953         	|
on_train_batch_end                 	|  0.0022788      	|1000           	|  2.2788         	|  0.15515        	|
zero_grad                          	|  0.0014624      	|1000           	|  1.4624         	|  0.099566       	|
training_batch_to_device           	|  0.0006129      	|1000           	|  0.6129         	|  0.041728       	|
on_train_epoch_start               	|  0.00035433     	|500            	|  0.17716        	|  0.012062       	|
on_train_epoch_end                 	|  0.00034682     	|500            	|  0.17341        	|  0.011806       	|
on_train_batch_start               	|  0.00011088     	|1000           	|  0.11088        	|  0.007549       	|
on_batch_start                     	|  4.724e-05      	|1000           	|  0.04724        	|  0.0032163      	|
on_train_end                       	|  0.047086       	|1              	|  0.047086       	|  0.0032058      	|
on_after_backward                  	|  2.4697e-05     	|1000           	|  0.024697       	|  0.0016814      	|
on_pretrain_routine_start          	|  0.02461        	|1              	|  0.02461        	|  0.0016756      	|
on_before_zero_grad                	|  2.3035e-05     	|1000           	|  0.023035       	|  0.0015683      	|
on_before_optimizer_step           	|  1.6618e-05     	|1000           	|  0.016618       	|  0.0011314      	|
on_batch_end                       	|  1.6174e-05     	|1000           	|  0.016174       	|  0.0011012      	|
on_before_backward                 	|  1.3443e-05     	|1000           	|  0.013443       	|  0.00091523     	|
training_step_end                  	|  9.4059e-06     	|1000           	|  0.0094059      	|  0.00064039     	|
configure_optimizers               	|  0.0092204      	|1              	|  0.0092204      	|  0.00062776     	|
on_epoch_end                       	|  1.1855e-05     	|500            	|  0.0059273      	|  0.00040355     	|
on_epoch_start                     	|  1.1569e-05     	|500            	|  0.0057846      	|  0.00039384     	|
on_train_start                     	|  0.0019967      	|1              	|  0.0019967      	|  0.00013594     	|
on_before_accelerator_backend_setup	|  2.9111e-05     	|1              	|  2.9111e-05     	|  1.982e-06      	|
on_fit_end                         	|  2.7679e-05     	|1              	|  2.7679e-05     	|  1.8845e-06     	|
setup                              	|  2.5108e-05     	|1              	|  2.5108e-05     	|  1.7095e-06     	|
on_configure_sharded_model         	|  2.3635e-05     	|1              	|  2.3635e-05     	|  1.6092e-06     	|
on_fit_start                       	|  1.7939e-05     	|1              	|  1.7939e-05     	|  1.2214e-06     	|
teardown                           	|  1.6579e-05     	|1              	|  1.6579e-05     	|  1.1288e-06     	|
on_pretrain_routine_end            	|  1.2539e-05     	|1              	|  1.2539e-05     	|  8.5372e-07     	|
prepare_data                       	|  9.0525e-06     	|1              	|  9.0525e-06     	|  6.1632e-07     	|
configure_sharded_model            	|  8.4396e-06     	|1              	|  8.4396e-06     	|  5.746e-07      	|
configure_callbacks                	|  8.0001e-06     	|1              	|  8.0001e-06     	|  5.4467e-07     	|
on_val_dataloader                  	|  6.5546e-06     	|1              	|  6.5546e-06     	|  4.4626e-07     	|
on_train_dataloader                	|  5.7444e-06     	|1              	|  5.7444e-06     	|  3.911e-07      	|
