FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  355.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.418         	|25             	|  335.46         	|  94.362         	|
run_training_batch                 	|  0.28159        	|1000           	|  281.59         	|  79.21          	|
optimizer_step_with_closure_0      	|  0.27835        	|1000           	|  278.35         	|  78.298         	|
training_step_and_backward         	|  0.21533        	|1000           	|  215.33         	|  60.571         	|
backward                           	|  0.1071         	|1000           	|  107.1          	|  30.127         	|
model_forward                      	|  0.10675        	|1000           	|  106.75         	|  30.028         	|
training_step                      	|  0.10655        	|1000           	|  106.55         	|  29.972         	|
get_train_batch                    	|  0.010581       	|1025           	|  10.845         	|  3.0507         	|
fetch_next_train_batch             	|  0.010556       	|1025           	|  10.82          	|  3.0434         	|
on_train_batch_end                 	|  0.0024538      	|1000           	|  2.4538         	|  0.69024        	|
zero_grad                          	|  0.0014449      	|1000           	|  1.4449         	|  0.40645        	|
training_batch_to_device           	|  0.00028122     	|1000           	|  0.28122        	|  0.079106       	|
on_train_batch_start               	|  0.00010086     	|1000           	|  0.10086        	|  0.02837        	|
on_train_end                       	|  0.043681       	|1              	|  0.043681       	|  0.012287       	|
on_after_backward                  	|  2.4757e-05     	|1000           	|  0.024757       	|  0.0069639      	|
on_pretrain_routine_start          	|  0.023613       	|1              	|  0.023613       	|  0.006642       	|
on_batch_start                     	|  2.2644e-05     	|1000           	|  0.022644       	|  0.0063695      	|
on_batch_end                       	|  1.7804e-05     	|1000           	|  0.017804       	|  0.0050082      	|
on_before_zero_grad                	|  1.715e-05      	|1000           	|  0.01715        	|  0.0048242      	|
on_before_backward                 	|  1.3507e-05     	|1000           	|  0.013507       	|  0.0037993      	|
on_before_optimizer_step           	|  1.3414e-05     	|1000           	|  0.013414       	|  0.0037733      	|
on_train_epoch_end                 	|  0.00051677     	|25             	|  0.012919       	|  0.0036341      	|
on_train_epoch_start               	|  0.00044766     	|25             	|  0.011192       	|  0.0031481      	|
configure_optimizers               	|  0.010058       	|1              	|  0.010058       	|  0.0028292      	|
training_step_end                  	|  7.1724e-06     	|1000           	|  0.0071724      	|  0.0020175      	|
on_train_start                     	|  0.00090469     	|1              	|  0.00090469     	|  0.00025448     	|
on_epoch_end                       	|  1.3643e-05     	|25             	|  0.00034108     	|  9.5943e-05     	|
on_epoch_start                     	|  1.281e-05      	|25             	|  0.00032024     	|  9.0082e-05     	|
on_fit_start                       	|  4.2034e-05     	|1              	|  4.2034e-05     	|  1.1824e-05     	|
on_fit_end                         	|  3.5668e-05     	|1              	|  3.5668e-05     	|  1.0033e-05     	|
on_configure_sharded_model         	|  2.7893e-05     	|1              	|  2.7893e-05     	|  7.8461e-06     	|
setup                              	|  2.6399e-05     	|1              	|  2.6399e-05     	|  7.4259e-06     	|
on_before_accelerator_backend_setup	|  2.4419e-05     	|1              	|  2.4419e-05     	|  6.8689e-06     	|
teardown                           	|  1.8608e-05     	|1              	|  1.8608e-05     	|  5.2342e-06     	|
on_pretrain_routine_end            	|  1.3938e-05     	|1              	|  1.3938e-05     	|  3.9207e-06     	|
configure_sharded_model            	|  1.2575e-05     	|1              	|  1.2575e-05     	|  3.5372e-06     	|
on_train_dataloader                	|  1.017e-05      	|1              	|  1.017e-05      	|  2.8607e-06     	|
prepare_data                       	|  9.9689e-06     	|1              	|  9.9689e-06     	|  2.8042e-06     	|
on_val_dataloader                  	|  6.9682e-06     	|1              	|  6.9682e-06     	|  1.9601e-06     	|
configure_callbacks                	|  6.441e-06      	|1              	|  6.441e-06      	|  1.8118e-06     	|
