FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  388.18         	|  100 %          	|
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run_training_epoch                 	|  14.581         	|25             	|  364.52         	|  93.905         	|
run_training_batch                 	|  0.35188        	|1000           	|  351.88         	|  90.649         	|
optimizer_step_with_closure_0      	|  0.34924        	|1000           	|  349.24         	|  89.969         	|
training_step_and_backward         	|  0.27063        	|1000           	|  270.63         	|  69.718         	|
model_forward                      	|  0.16026        	|1000           	|  160.26         	|  41.284         	|
training_step                      	|  0.16012        	|1000           	|  160.12         	|  41.249         	|
backward                           	|  0.10903        	|1000           	|  109.03         	|  28.087         	|
get_train_batch                    	|  0.0042926      	|1025           	|  4.3999         	|  1.1335         	|
fetch_next_train_batch             	|  0.0042748      	|1025           	|  4.3817         	|  1.1288         	|
zero_grad                          	|  0.0013198      	|1000           	|  1.3198         	|  0.34           	|
on_train_batch_end                 	|  0.0012078      	|1000           	|  1.2078         	|  0.31114        	|
training_batch_to_device           	|  0.00024127     	|1000           	|  0.24127        	|  0.062154       	|
on_train_batch_start               	|  9.1109e-05     	|1000           	|  0.091109       	|  0.023471       	|
on_train_end                       	|  0.023754       	|1              	|  0.023754       	|  0.0061194      	|
on_pretrain_routine_start          	|  0.022555       	|1              	|  0.022555       	|  0.0058103      	|
on_batch_start                     	|  1.5101e-05     	|1000           	|  0.015101       	|  0.0038901      	|
on_batch_end                       	|  1.4064e-05     	|1000           	|  0.014064       	|  0.0036232      	|
on_before_zero_grad                	|  1.3153e-05     	|1000           	|  0.013153       	|  0.0033883      	|
on_after_backward                  	|  1.1935e-05     	|1000           	|  0.011935       	|  0.0030746      	|
on_before_backward                 	|  1.1649e-05     	|1000           	|  0.011649       	|  0.003001       	|
on_before_optimizer_step           	|  1.0318e-05     	|1000           	|  0.010318       	|  0.002658       	|
configure_optimizers               	|  0.008734       	|1              	|  0.008734       	|  0.00225        	|
on_train_epoch_start               	|  0.00029307     	|25             	|  0.0073268      	|  0.0018875      	|
on_train_epoch_end                 	|  0.00027495     	|25             	|  0.0068736      	|  0.0017707      	|
training_step_end                  	|  5.8823e-06     	|1000           	|  0.0058823      	|  0.0015154      	|
on_train_start                     	|  0.00069203     	|1              	|  0.00069203     	|  0.00017827     	|
on_epoch_start                     	|  1.1135e-05     	|25             	|  0.00027837     	|  7.1712e-05     	|
on_epoch_end                       	|  1.0683e-05     	|25             	|  0.00026707     	|  6.88e-05       	|
on_fit_end                         	|  2.2872e-05     	|1              	|  2.2872e-05     	|  5.8921e-06     	|
on_before_accelerator_backend_setup	|  2.1861e-05     	|1              	|  2.1861e-05     	|  5.6317e-06     	|
on_fit_start                       	|  1.6932e-05     	|1              	|  1.6932e-05     	|  4.3619e-06     	|
on_configure_sharded_model         	|  1.4888e-05     	|1              	|  1.4888e-05     	|  3.8353e-06     	|
setup                              	|  1.4027e-05     	|1              	|  1.4027e-05     	|  3.6135e-06     	|
teardown                           	|  1.0771e-05     	|1              	|  1.0771e-05     	|  2.7747e-06     	|
on_pretrain_routine_end            	|  1.0269e-05     	|1              	|  1.0269e-05     	|  2.6454e-06     	|
prepare_data                       	|  8.276e-06      	|1              	|  8.276e-06      	|  2.132e-06      	|
configure_callbacks                	|  6.392e-06      	|1              	|  6.392e-06      	|  1.6467e-06     	|
on_val_dataloader                  	|  4.6591e-06     	|1              	|  4.6591e-06     	|  1.2002e-06     	|
configure_sharded_model            	|  4.519e-06      	|1              	|  4.519e-06      	|  1.1641e-06     	|
on_train_dataloader                	|  4.239e-06      	|1              	|  4.239e-06      	|  1.092e-06      	|
