FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  581.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.3637         	|167            	|  561.74         	|  96.544         	|
run_training_batch                 	|  0.24144        	|1000           	|  241.44         	|  41.496         	|
optimizer_step_with_closure_0      	|  0.23939        	|1000           	|  239.39         	|  41.143         	|
training_step_and_backward         	|  0.17957        	|1000           	|  179.57         	|  30.863         	|
model_forward                      	|  0.09259        	|1000           	|  92.59          	|  15.913         	|
training_step                      	|  0.092418       	|1000           	|  92.418         	|  15.884         	|
backward                           	|  0.085638       	|1000           	|  85.638         	|  14.718         	|
get_train_batch                    	|  0.05429        	|1167           	|  63.356         	|  10.889         	|
fetch_next_train_batch             	|  0.05426        	|1167           	|  63.322         	|  10.883         	|
on_train_batch_end                 	|  0.001601       	|1000           	|  1.601          	|  0.27515        	|
zero_grad                          	|  0.0013173      	|1000           	|  1.3173         	|  0.2264         	|
training_batch_to_device           	|  0.00041494     	|1000           	|  0.41494        	|  0.071314       	|
on_train_batch_start               	|  9.5985e-05     	|1000           	|  0.095985       	|  0.016497       	|
on_train_epoch_start               	|  0.0003321      	|167            	|  0.055461       	|  0.0095319      	|
on_train_epoch_end                 	|  0.00032324     	|167            	|  0.053981       	|  0.0092775      	|
on_train_end                       	|  0.043726       	|1              	|  0.043726       	|  0.007515       	|
on_batch_start                     	|  2.8724e-05     	|1000           	|  0.028724       	|  0.0049368      	|
on_pretrain_routine_start          	|  0.021655       	|1              	|  0.021655       	|  0.0037218      	|
on_after_backward                  	|  1.8893e-05     	|1000           	|  0.018893       	|  0.0032471      	|
on_before_zero_grad                	|  1.5981e-05     	|1000           	|  0.015981       	|  0.0027466      	|
on_batch_end                       	|  1.4294e-05     	|1000           	|  0.014294       	|  0.0024567      	|
on_before_optimizer_step           	|  1.1448e-05     	|1000           	|  0.011448       	|  0.0019675      	|
on_before_backward                 	|  1.143e-05      	|1000           	|  0.01143        	|  0.0019644      	|
configure_optimizers               	|  0.010635       	|1              	|  0.010635       	|  0.0018278      	|
training_step_end                  	|  6.7173e-06     	|1000           	|  0.0067173      	|  0.0011545      	|
on_epoch_end                       	|  1.182e-05      	|167            	|  0.001974       	|  0.00033926     	|
on_epoch_start                     	|  1.0518e-05     	|167            	|  0.0017565      	|  0.00030188     	|
on_train_start                     	|  0.0016206      	|1              	|  0.0016206      	|  0.00027853     	|
on_fit_start                       	|  4.4063e-05     	|1              	|  4.4063e-05     	|  7.5729e-06     	|
on_fit_end                         	|  3.7972e-05     	|1              	|  3.7972e-05     	|  6.5261e-06     	|
setup                              	|  2.8923e-05     	|1              	|  2.8923e-05     	|  4.9709e-06     	|
on_before_accelerator_backend_setup	|  2.7193e-05     	|1              	|  2.7193e-05     	|  4.6735e-06     	|
on_configure_sharded_model         	|  2.1596e-05     	|1              	|  2.1596e-05     	|  3.7115e-06     	|
teardown                           	|  1.5628e-05     	|1              	|  1.5628e-05     	|  2.6859e-06     	|
on_pretrain_routine_end            	|  1.2225e-05     	|1              	|  1.2225e-05     	|  2.101e-06      	|
prepare_data                       	|  1.0923e-05     	|1              	|  1.0923e-05     	|  1.8772e-06     	|
configure_callbacks                	|  1.0245e-05     	|1              	|  1.0245e-05     	|  1.7607e-06     	|
configure_sharded_model            	|  7.5959e-06     	|1              	|  7.5959e-06     	|  1.3055e-06     	|
on_train_dataloader                	|  7.5921e-06     	|1              	|  7.5921e-06     	|  1.3048e-06     	|
on_val_dataloader                  	|  6.7726e-06     	|1              	|  6.7726e-06     	|  1.164e-06      	|
