FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  447.39         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1185         	|200            	|  423.71         	|  94.706         	|
run_training_batch                 	|  0.35247        	|1000           	|  352.47         	|  78.784         	|
optimizer_step_with_closure_0      	|  0.34983        	|1000           	|  349.83         	|  78.192         	|
training_step_and_backward         	|  0.27148        	|1000           	|  271.48         	|  60.68          	|
model_forward                      	|  0.16102        	|1000           	|  161.02         	|  35.991         	|
training_step                      	|  0.16087        	|1000           	|  160.87         	|  35.957         	|
backward                           	|  0.1091         	|1000           	|  109.1          	|  24.386         	|
get_train_batch                    	|  0.016723       	|1200           	|  20.067         	|  4.4854         	|
fetch_next_train_batch             	|  0.016696       	|1200           	|  20.035         	|  4.4782         	|
zero_grad                          	|  0.0013296      	|1000           	|  1.3296         	|  0.29718        	|
on_train_batch_end                 	|  0.0012547      	|1000           	|  1.2547         	|  0.28045        	|
training_batch_to_device           	|  0.00034964     	|1000           	|  0.34964        	|  0.078151       	|
on_train_batch_start               	|  9.6766e-05     	|1000           	|  0.096766       	|  0.021629       	|
on_train_epoch_start               	|  0.00027328     	|200            	|  0.054656       	|  0.012217       	|
on_train_epoch_end                 	|  0.00025559     	|200            	|  0.051118       	|  0.011426       	|
on_pretrain_routine_start          	|  0.023334       	|1              	|  0.023334       	|  0.0052155      	|
on_train_end                       	|  0.023299       	|1              	|  0.023299       	|  0.0052077      	|
on_batch_start                     	|  2.2552e-05     	|1000           	|  0.022552       	|  0.0050407      	|
on_before_zero_grad                	|  1.6253e-05     	|1000           	|  0.016253       	|  0.0036328      	|
on_batch_end                       	|  1.4242e-05     	|1000           	|  0.014242       	|  0.0031834      	|
on_after_backward                  	|  1.1426e-05     	|1000           	|  0.011426       	|  0.002554       	|
on_before_optimizer_step           	|  1.0828e-05     	|1000           	|  0.010828       	|  0.0024203      	|
on_before_backward                 	|  1.0712e-05     	|1000           	|  0.010712       	|  0.0023942      	|
configure_optimizers               	|  0.0078394      	|1              	|  0.0078394      	|  0.0017522      	|
training_step_end                  	|  6.7511e-06     	|1000           	|  0.0067511      	|  0.001509       	|
on_epoch_end                       	|  1.0834e-05     	|200            	|  0.0021667      	|  0.0004843      	|
on_epoch_start                     	|  1.0795e-05     	|200            	|  0.002159       	|  0.00048257     	|
on_train_start                     	|  0.00078077     	|1              	|  0.00078077     	|  0.00017452     	|
on_fit_end                         	|  2.1881e-05     	|1              	|  2.1881e-05     	|  4.8908e-06     	|
on_before_accelerator_backend_setup	|  2.1039e-05     	|1              	|  2.1039e-05     	|  4.7026e-06     	|
on_fit_start                       	|  1.582e-05      	|1              	|  1.582e-05      	|  3.536e-06      	|
on_configure_sharded_model         	|  1.3055e-05     	|1              	|  1.3055e-05     	|  2.918e-06      	|
on_pretrain_routine_end            	|  1.3024e-05     	|1              	|  1.3024e-05     	|  2.9111e-06     	|
setup                              	|  1.2974e-05     	|1              	|  1.2974e-05     	|  2.8999e-06     	|
teardown                           	|  1.0018e-05     	|1              	|  1.0018e-05     	|  2.2392e-06     	|
prepare_data                       	|  7.6641e-06     	|1              	|  7.6641e-06     	|  1.7131e-06     	|
configure_callbacks                	|  6.843e-06      	|1              	|  6.843e-06      	|  1.5295e-06     	|
on_val_dataloader                  	|  4.2981e-06     	|1              	|  4.2981e-06     	|  9.6069e-07     	|
configure_sharded_model            	|  4.197e-06      	|1              	|  4.197e-06      	|  9.381e-07      	|
on_train_dataloader                	|  4.007e-06      	|1              	|  4.007e-06      	|  8.9564e-07     	|
