FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  667.0          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.8782         	|167            	|  647.67         	|  97.101         	|
run_training_batch                 	|  0.28508        	|1000           	|  285.08         	|  42.741         	|
optimizer_step_with_closure_0      	|  0.28247        	|1000           	|  282.47         	|  42.348         	|
training_step_and_backward         	|  0.21477        	|1000           	|  214.77         	|  32.199         	|
model_forward                      	|  0.11354        	|1000           	|  113.54         	|  17.023         	|
training_step                      	|  0.11336        	|1000           	|  113.36         	|  16.995         	|
backward                           	|  0.099621       	|1000           	|  99.621         	|  14.936         	|
get_train_batch                    	|  0.065292       	|1167           	|  76.196         	|  11.424         	|
fetch_next_train_batch             	|  0.065265       	|1167           	|  76.164         	|  11.419         	|
on_train_batch_end                 	|  0.0018331      	|1000           	|  1.8331         	|  0.27483        	|
zero_grad                          	|  0.0015685      	|1000           	|  1.5685         	|  0.23515        	|
training_batch_to_device           	|  0.00042961     	|1000           	|  0.42961        	|  0.064409       	|
on_train_batch_start               	|  9.8702e-05     	|1000           	|  0.098702       	|  0.014798       	|
on_train_epoch_start               	|  0.00032813     	|167            	|  0.054798       	|  0.0082156      	|
on_train_epoch_end                 	|  0.00031855     	|167            	|  0.053198       	|  0.0079757      	|
on_train_end                       	|  0.045825       	|1              	|  0.045825       	|  0.0068703      	|
on_batch_start                     	|  3.0134e-05     	|1000           	|  0.030134       	|  0.0045178      	|
on_after_backward                  	|  2.3003e-05     	|1000           	|  0.023003       	|  0.0034487      	|
on_pretrain_routine_start          	|  0.021657       	|1              	|  0.021657       	|  0.0032469      	|
on_before_zero_grad                	|  1.7404e-05     	|1000           	|  0.017404       	|  0.0026093      	|
on_batch_end                       	|  1.5112e-05     	|1000           	|  0.015112       	|  0.0022657      	|
on_before_optimizer_step           	|  1.268e-05      	|1000           	|  0.01268        	|  0.001901       	|
on_before_backward                 	|  1.1877e-05     	|1000           	|  0.011877       	|  0.0017806      	|
configure_optimizers               	|  0.008454       	|1              	|  0.008454       	|  0.0012675      	|
training_step_end                  	|  7.0798e-06     	|1000           	|  0.0070798      	|  0.0010614      	|
on_epoch_end                       	|  1.1574e-05     	|167            	|  0.0019329      	|  0.00028979     	|
on_epoch_start                     	|  1.108e-05      	|167            	|  0.0018503      	|  0.0002774      	|
on_train_start                     	|  0.0015132      	|1              	|  0.0015132      	|  0.00022687     	|
on_fit_end                         	|  0.0001195      	|1              	|  0.0001195      	|  1.7916e-05     	|
on_before_accelerator_backend_setup	|  2.6241e-05     	|1              	|  2.6241e-05     	|  3.9342e-06     	|
setup                              	|  2.3285e-05     	|1              	|  2.3285e-05     	|  3.491e-06      	|
teardown                           	|  2.1448e-05     	|1              	|  2.1448e-05     	|  3.2156e-06     	|
on_configure_sharded_model         	|  1.9973e-05     	|1              	|  1.9973e-05     	|  2.9945e-06     	|
on_fit_start                       	|  1.8185e-05     	|1              	|  1.8185e-05     	|  2.7264e-06     	|
on_pretrain_routine_end            	|  1.1003e-05     	|1              	|  1.1003e-05     	|  1.6496e-06     	|
configure_callbacks                	|  1.0256e-05     	|1              	|  1.0256e-05     	|  1.5376e-06     	|
prepare_data                       	|  7.6462e-06     	|1              	|  7.6462e-06     	|  1.1463e-06     	|
configure_sharded_model            	|  6.7148e-06     	|1              	|  6.7148e-06     	|  1.0067e-06     	|
on_train_dataloader                	|  5.126e-06      	|1              	|  5.126e-06      	|  7.6851e-07     	|
on_val_dataloader                  	|  4.7963e-06     	|1              	|  4.7963e-06     	|  7.1908e-07     	|
