FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  383.26         	|  100 %          	|
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run_training_epoch                 	|  5.7942         	|63             	|  365.04         	|  95.245         	|
run_training_batch                 	|  0.23128        	|1000           	|  231.28         	|  60.345         	|
optimizer_step_with_closure_0      	|  0.22945        	|1000           	|  229.45         	|  59.867         	|
training_step_and_backward         	|  0.17035        	|1000           	|  170.35         	|  44.446         	|
model_forward                      	|  0.08524        	|1000           	|  85.24          	|  22.241         	|
training_step                      	|  0.085087       	|1000           	|  85.087         	|  22.201         	|
backward                           	|  0.083768       	|1000           	|  83.768         	|  21.857         	|
get_train_batch                    	|  0.028548       	|1063           	|  30.347         	|  7.9181         	|
fetch_next_train_batch             	|  0.028527       	|1063           	|  30.324         	|  7.9122         	|
on_train_batch_end                 	|  0.0014543      	|1000           	|  1.4543         	|  0.37945        	|
zero_grad                          	|  0.0013101      	|1000           	|  1.3101         	|  0.34182        	|
training_batch_to_device           	|  0.0002267      	|1000           	|  0.2267         	|  0.059151       	|
on_train_batch_start               	|  9.1848e-05     	|1000           	|  0.091848       	|  0.023965       	|
on_train_end                       	|  0.054126       	|1              	|  0.054126       	|  0.014122       	|
on_before_zero_grad                	|  2.9996e-05     	|1000           	|  0.029996       	|  0.0078265      	|
on_pretrain_routine_start          	|  0.02408        	|1              	|  0.02408        	|  0.0062831      	|
on_train_epoch_end                 	|  0.0003341      	|63             	|  0.021048       	|  0.0054919      	|
on_train_epoch_start               	|  0.00032802     	|63             	|  0.020665       	|  0.0053919      	|
on_batch_start                     	|  1.8969e-05     	|1000           	|  0.018969       	|  0.0049494      	|
on_after_backward                  	|  1.5659e-05     	|1000           	|  0.015659       	|  0.0040858      	|
on_batch_end                       	|  1.3682e-05     	|1000           	|  0.013682       	|  0.00357        	|
on_before_backward                 	|  1.1447e-05     	|1000           	|  0.011447       	|  0.0029867      	|
configure_optimizers               	|  0.010951       	|1              	|  0.010951       	|  0.0028573      	|
on_before_optimizer_step           	|  1.0933e-05     	|1000           	|  0.010933       	|  0.0028527      	|
training_step_end                  	|  5.993e-06      	|1000           	|  0.005993       	|  0.0015637      	|
on_train_start                     	|  0.0012224      	|1              	|  0.0012224      	|  0.00031895     	|
on_epoch_start                     	|  1.1016e-05     	|63             	|  0.00069403     	|  0.00018109     	|
on_epoch_end                       	|  1.0464e-05     	|63             	|  0.00065924     	|  0.00017201     	|
on_fit_start                       	|  4.3456e-05     	|1              	|  4.3456e-05     	|  1.1338e-05     	|
on_fit_end                         	|  3.3254e-05     	|1              	|  3.3254e-05     	|  8.6766e-06     	|
on_before_accelerator_backend_setup	|  2.083e-05      	|1              	|  2.083e-05      	|  5.4349e-06     	|
on_configure_sharded_model         	|  2.0413e-05     	|1              	|  2.0413e-05     	|  5.3261e-06     	|
setup                              	|  1.9297e-05     	|1              	|  1.9297e-05     	|  5.035e-06      	|
teardown                           	|  1.5019e-05     	|1              	|  1.5019e-05     	|  3.9186e-06     	|
on_pretrain_routine_end            	|  1.2105e-05     	|1              	|  1.2105e-05     	|  3.1585e-06     	|
prepare_data                       	|  9.1083e-06     	|1              	|  9.1083e-06     	|  2.3765e-06     	|
configure_callbacks                	|  7.6909e-06     	|1              	|  7.6909e-06     	|  2.0067e-06     	|
on_train_dataloader                	|  6.7819e-06     	|1              	|  6.7819e-06     	|  1.7695e-06     	|
configure_sharded_model            	|  5.6513e-06     	|1              	|  5.6513e-06     	|  1.4745e-06     	|
on_val_dataloader                  	|  5.5991e-06     	|1              	|  5.5991e-06     	|  1.4609e-06     	|
