FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  537.2          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1424         	|63             	|  512.97         	|  95.489         	|
run_training_batch                 	|  0.37555        	|1000           	|  375.55         	|  69.909         	|
optimizer_step_with_closure_0      	|  0.3729         	|1000           	|  372.9          	|  69.416         	|
training_step_and_backward         	|  0.26604        	|1000           	|  266.04         	|  49.522         	|
model_forward                      	|  0.13784        	|1000           	|  137.84         	|  25.659         	|
training_step                      	|  0.13767        	|1000           	|  137.67         	|  25.626         	|
backward                           	|  0.12662        	|1000           	|  126.62         	|  23.571         	|
get_train_batch                    	|  0.029605       	|1063           	|  31.47          	|  5.8581         	|
fetch_next_train_batch             	|  0.029582       	|1063           	|  31.446         	|  5.8536         	|
on_train_batch_end                 	|  0.0018265      	|1000           	|  1.8265         	|  0.34001        	|
zero_grad                          	|  0.0015396      	|1000           	|  1.5396         	|  0.28659        	|
training_batch_to_device           	|  0.00025966     	|1000           	|  0.25966        	|  0.048335       	|
on_train_batch_start               	|  9.5141e-05     	|1000           	|  0.095141       	|  0.01771        	|
on_train_end                       	|  0.04453        	|1              	|  0.04453        	|  0.0082893      	|
on_pretrain_routine_start          	|  0.024762       	|1              	|  0.024762       	|  0.0046094      	|
on_train_epoch_start               	|  0.00035547     	|63             	|  0.022394       	|  0.0041687      	|
on_train_epoch_end                 	|  0.00034755     	|63             	|  0.021896       	|  0.0040759      	|
on_after_backward                  	|  2.1071e-05     	|1000           	|  0.021071       	|  0.0039224      	|
on_batch_start                     	|  2.1011e-05     	|1000           	|  0.021011       	|  0.0039112      	|
on_before_zero_grad                	|  1.5771e-05     	|1000           	|  0.015771       	|  0.0029357      	|
on_batch_end                       	|  1.5623e-05     	|1000           	|  0.015623       	|  0.0029082      	|
on_before_optimizer_step           	|  1.2571e-05     	|1000           	|  0.012571       	|  0.0023401      	|
on_before_backward                 	|  1.2565e-05     	|1000           	|  0.012565       	|  0.0023389      	|
configure_optimizers               	|  0.01236        	|1              	|  0.01236        	|  0.0023008      	|
training_step_end                  	|  6.7124e-06     	|1000           	|  0.0067124      	|  0.0012495      	|
on_train_start                     	|  0.0019919      	|1              	|  0.0019919      	|  0.00037078     	|
on_epoch_end                       	|  1.2043e-05     	|63             	|  0.0007587      	|  0.00014123     	|
on_epoch_start                     	|  1.0877e-05     	|63             	|  0.00068527     	|  0.00012756     	|
on_fit_start                       	|  0.0001375      	|1              	|  0.0001375      	|  2.5595e-05     	|
setup                              	|  3.4833e-05     	|1              	|  3.4833e-05     	|  6.4842e-06     	|
on_before_accelerator_backend_setup	|  2.8523e-05     	|1              	|  2.8523e-05     	|  5.3095e-06     	|
on_configure_sharded_model         	|  2.5123e-05     	|1              	|  2.5123e-05     	|  4.6767e-06     	|
on_fit_end                         	|  2.4715e-05     	|1              	|  2.4715e-05     	|  4.6007e-06     	|
on_pretrain_routine_end            	|  2.0254e-05     	|1              	|  2.0254e-05     	|  3.7703e-06     	|
teardown                           	|  1.3556e-05     	|1              	|  1.3556e-05     	|  2.5235e-06     	|
prepare_data                       	|  1.1615e-05     	|1              	|  1.1615e-05     	|  2.1622e-06     	|
on_val_dataloader                  	|  1.1062e-05     	|1              	|  1.1062e-05     	|  2.0592e-06     	|
on_train_dataloader                	|  1.0839e-05     	|1              	|  1.0839e-05     	|  2.0176e-06     	|
configure_sharded_model            	|  1.0118e-05     	|1              	|  1.0118e-05     	|  1.8834e-06     	|
configure_callbacks                	|  8.3055e-06     	|1              	|  8.3055e-06     	|  1.5461e-06     	|
