FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  358.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.524         	|25             	|  338.11         	|  94.351         	|
run_training_batch                 	|  0.28562        	|1000           	|  285.62         	|  79.703         	|
optimizer_step_with_closure_0      	|  0.28233        	|1000           	|  282.33         	|  78.787         	|
training_step_and_backward         	|  0.21758        	|1000           	|  217.58         	|  60.717         	|
model_forward                      	|  0.10816        	|1000           	|  108.16         	|  30.182         	|
training_step                      	|  0.10796        	|1000           	|  107.96         	|  30.127         	|
backward                           	|  0.10788        	|1000           	|  107.88         	|  30.105         	|
get_train_batch                    	|  0.010391       	|1025           	|  10.65          	|  2.972          	|
fetch_next_train_batch             	|  0.010364       	|1025           	|  10.623         	|  2.9644         	|
on_train_batch_end                 	|  0.0024894      	|1000           	|  2.4894         	|  0.69468        	|
zero_grad                          	|  0.0015024      	|1000           	|  1.5024         	|  0.41926        	|
training_batch_to_device           	|  0.00029247     	|1000           	|  0.29247        	|  0.081615       	|
on_train_batch_start               	|  9.5837e-05     	|1000           	|  0.095837       	|  0.026744       	|
on_train_end                       	|  0.044559       	|1              	|  0.044559       	|  0.012434       	|
on_pretrain_routine_start          	|  0.028506       	|1              	|  0.028506       	|  0.0079547      	|
on_after_backward                  	|  2.6176e-05     	|1000           	|  0.026176       	|  0.0073044      	|
on_batch_start                     	|  2.1709e-05     	|1000           	|  0.021709       	|  0.006058       	|
on_before_zero_grad                	|  1.6681e-05     	|1000           	|  0.016681       	|  0.0046549      	|
on_batch_end                       	|  1.5628e-05     	|1000           	|  0.015628       	|  0.0043611      	|
on_before_optimizer_step           	|  1.3267e-05     	|1000           	|  0.013267       	|  0.0037021      	|
on_before_backward                 	|  1.2779e-05     	|1000           	|  0.012779       	|  0.003566       	|
on_train_epoch_end                 	|  0.0005086      	|25             	|  0.012715       	|  0.0035482      	|
on_train_epoch_start               	|  0.00048812     	|25             	|  0.012203       	|  0.0034053      	|
configure_optimizers               	|  0.010501       	|1              	|  0.010501       	|  0.0029304      	|
training_step_end                  	|  7.1942e-06     	|1000           	|  0.0071942      	|  0.0020076      	|
on_train_start                     	|  0.0010853      	|1              	|  0.0010853      	|  0.00030286     	|
on_epoch_end                       	|  1.2437e-05     	|25             	|  0.00031093     	|  8.6767e-05     	|
on_epoch_start                     	|  1.1851e-05     	|25             	|  0.00029628     	|  8.2677e-05     	|
on_fit_end                         	|  5.1932e-05     	|1              	|  5.1932e-05     	|  1.4492e-05     	|
on_fit_start                       	|  4.5303e-05     	|1              	|  4.5303e-05     	|  1.2642e-05     	|
teardown                           	|  2.9597e-05     	|1              	|  2.9597e-05     	|  8.2593e-06     	|
on_before_accelerator_backend_setup	|  2.6971e-05     	|1              	|  2.6971e-05     	|  7.5264e-06     	|
setup                              	|  2.5561e-05     	|1              	|  2.5561e-05     	|  7.133e-06      	|
on_configure_sharded_model         	|  2.172e-05      	|1              	|  2.172e-05      	|  6.0612e-06     	|
on_train_dataloader                	|  1.6179e-05     	|1              	|  1.6179e-05     	|  4.5148e-06     	|
on_pretrain_routine_end            	|  1.397e-05      	|1              	|  1.397e-05      	|  3.8984e-06     	|
prepare_data                       	|  1.1362e-05     	|1              	|  1.1362e-05     	|  3.1707e-06     	|
configure_sharded_model            	|  1.0831e-05     	|1              	|  1.0831e-05     	|  3.0225e-06     	|
on_val_dataloader                  	|  7.3537e-06     	|1              	|  7.3537e-06     	|  2.0521e-06     	|
configure_callbacks                	|  6.3404e-06     	|1              	|  6.3404e-06     	|  1.7693e-06     	|
