FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1295.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5553         	|500            	|  1277.7         	|  98.644         	|
run_training_batch                 	|  0.28506        	|1000           	|  285.06         	|  22.008         	|
optimizer_step_with_closure_0      	|  0.28152        	|1000           	|  281.52         	|  21.735         	|
training_step_and_backward         	|  0.21482        	|1000           	|  214.82         	|  16.586         	|
get_train_batch                    	|  0.13446        	|1500           	|  201.69         	|  15.572         	|
fetch_next_train_batch             	|  0.13442        	|1500           	|  201.62         	|  15.567         	|
model_forward                      	|  0.113          	|1000           	|  113.0          	|  8.7241         	|
training_step                      	|  0.11276        	|1000           	|  112.76         	|  8.7055         	|
backward                           	|  0.10025        	|1000           	|  100.25         	|  7.7401         	|
on_train_batch_end                 	|  0.0023375      	|1000           	|  2.3375         	|  0.18047        	|
zero_grad                          	|  0.0015308      	|1000           	|  1.5308         	|  0.11818        	|
training_batch_to_device           	|  0.00075375     	|1000           	|  0.75375        	|  0.058194       	|
on_train_epoch_start               	|  0.0003376      	|500            	|  0.1688         	|  0.013033       	|
on_train_epoch_end                 	|  0.00033171     	|500            	|  0.16585        	|  0.012805       	|
on_train_batch_start               	|  0.00011343     	|1000           	|  0.11343        	|  0.0087573      	|
on_batch_start                     	|  4.9884e-05     	|1000           	|  0.049884       	|  0.0038513      	|
on_train_end                       	|  0.043742       	|1              	|  0.043742       	|  0.0033771      	|
on_after_backward                  	|  2.7299e-05     	|1000           	|  0.027299       	|  0.0021076      	|
on_before_zero_grad                	|  2.3688e-05     	|1000           	|  0.023688       	|  0.0018289      	|
on_pretrain_routine_start          	|  0.022273       	|1              	|  0.022273       	|  0.0017196      	|
on_before_backward                 	|  1.7089e-05     	|1000           	|  0.017089       	|  0.0013194      	|
on_batch_end                       	|  1.6182e-05     	|1000           	|  0.016182       	|  0.0012493      	|
on_before_optimizer_step           	|  1.6033e-05     	|1000           	|  0.016033       	|  0.0012378      	|
training_step_end                  	|  1.2103e-05     	|1000           	|  0.012103       	|  0.00093444     	|
configure_optimizers               	|  0.010377       	|1              	|  0.010377       	|  0.00080119     	|
on_epoch_end                       	|  1.1724e-05     	|500            	|  0.0058619      	|  0.00045257     	|
on_epoch_start                     	|  1.1174e-05     	|500            	|  0.0055872      	|  0.00043136     	|
on_train_start                     	|  0.0011201      	|1              	|  0.0011201      	|  8.648e-05      	|
on_fit_end                         	|  0.00010416     	|1              	|  0.00010416     	|  8.0421e-06     	|
on_fit_start                       	|  3.9592e-05     	|1              	|  3.9592e-05     	|  3.0568e-06     	|
on_before_accelerator_backend_setup	|  2.3857e-05     	|1              	|  2.3857e-05     	|  1.8419e-06     	|
on_configure_sharded_model         	|  2.0927e-05     	|1              	|  2.0927e-05     	|  1.6157e-06     	|
setup                              	|  2.0014e-05     	|1              	|  2.0014e-05     	|  1.5452e-06     	|
teardown                           	|  1.6861e-05     	|1              	|  1.6861e-05     	|  1.3017e-06     	|
on_pretrain_routine_end            	|  1.2299e-05     	|1              	|  1.2299e-05     	|  9.4956e-07     	|
configure_callbacks                	|  1.0632e-05     	|1              	|  1.0632e-05     	|  8.2085e-07     	|
on_val_dataloader                  	|  8.3484e-06     	|1              	|  8.3484e-06     	|  6.4454e-07     	|
prepare_data                       	|  7.8641e-06     	|1              	|  7.8641e-06     	|  6.0715e-07     	|
on_train_dataloader                	|  7.1377e-06     	|1              	|  7.1377e-06     	|  5.5107e-07     	|
configure_sharded_model            	|  7.0352e-06     	|1              	|  7.0352e-06     	|  5.4316e-07     	|
