FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  399.23         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.96          	|25             	|  374.01         	|  93.685         	|
run_training_batch                 	|  0.36135        	|1000           	|  361.35         	|  90.514         	|
optimizer_step_with_closure_0      	|  0.35877        	|1000           	|  358.77         	|  89.867         	|
training_step_and_backward         	|  0.28036        	|1000           	|  280.36         	|  70.226         	|
model_forward                      	|  0.16537        	|1000           	|  165.37         	|  41.423         	|
training_step                      	|  0.16523        	|1000           	|  165.23         	|  41.388         	|
backward                           	|  0.11368        	|1000           	|  113.68         	|  28.476         	|
get_train_batch                    	|  0.0043648      	|1025           	|  4.4739         	|  1.1207         	|
fetch_next_train_batch             	|  0.0043471      	|1025           	|  4.4558         	|  1.1161         	|
zero_grad                          	|  0.0012849      	|1000           	|  1.2849         	|  0.32184        	|
on_train_batch_end                 	|  0.0011849      	|1000           	|  1.1849         	|  0.2968         	|
training_batch_to_device           	|  0.00023964     	|1000           	|  0.23964        	|  0.060026       	|
on_train_batch_start               	|  9.0643e-05     	|1000           	|  0.090643       	|  0.022705       	|
on_train_end                       	|  0.023489       	|1              	|  0.023489       	|  0.0058836      	|
on_pretrain_routine_start          	|  0.022769       	|1              	|  0.022769       	|  0.0057032      	|
on_batch_start                     	|  1.5445e-05     	|1000           	|  0.015445       	|  0.0038687      	|
on_before_zero_grad                	|  1.3584e-05     	|1000           	|  0.013584       	|  0.0034026      	|
on_batch_end                       	|  1.348e-05      	|1000           	|  0.01348        	|  0.0033766      	|
on_after_backward                  	|  1.2649e-05     	|1000           	|  0.012649       	|  0.0031684      	|
on_before_backward                 	|  1.0571e-05     	|1000           	|  0.010571       	|  0.0026479      	|
on_before_optimizer_step           	|  1.0337e-05     	|1000           	|  0.010337       	|  0.0025893      	|
configure_optimizers               	|  0.0083155      	|1              	|  0.0083155      	|  0.0020829      	|
on_train_epoch_start               	|  0.0002996      	|25             	|  0.00749        	|  0.0018761      	|
on_train_epoch_end                 	|  0.00029237     	|25             	|  0.0073091      	|  0.0018308      	|
training_step_end                  	|  5.8153e-06     	|1000           	|  0.0058153      	|  0.0014567      	|
on_train_start                     	|  0.00068676     	|1              	|  0.00068676     	|  0.00017202     	|
on_epoch_start                     	|  1.0704e-05     	|25             	|  0.00026759     	|  6.7028e-05     	|
on_epoch_end                       	|  1.0343e-05     	|25             	|  0.00025857     	|  6.4767e-05     	|
on_fit_end                         	|  2.2282e-05     	|1              	|  2.2282e-05     	|  5.5813e-06     	|
on_before_accelerator_backend_setup	|  2.0648e-05     	|1              	|  2.0648e-05     	|  5.172e-06      	|
teardown                           	|  1.8885e-05     	|1              	|  1.8885e-05     	|  4.7304e-06     	|
on_fit_start                       	|  1.6952e-05     	|1              	|  1.6952e-05     	|  4.2462e-06     	|
on_configure_sharded_model         	|  1.594e-05      	|1              	|  1.594e-05      	|  3.9927e-06     	|
setup                              	|  1.4056e-05     	|1              	|  1.4056e-05     	|  3.5208e-06     	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  2.5296e-06     	|
prepare_data                       	|  7.114e-06      	|1              	|  7.114e-06      	|  1.782e-06      	|
configure_callbacks                	|  6.913e-06      	|1              	|  6.913e-06      	|  1.7316e-06     	|
on_val_dataloader                  	|  4.789e-06      	|1              	|  4.789e-06      	|  1.1996e-06     	|
on_train_dataloader                	|  4.418e-06      	|1              	|  4.418e-06      	|  1.1066e-06     	|
configure_sharded_model            	|  4.318e-06      	|1              	|  4.318e-06      	|  1.0816e-06     	|
