FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  510.73         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.7836         	|63             	|  490.36         	|  96.013         	|
run_training_batch                 	|  0.36743        	|1000           	|  367.43         	|  71.942         	|
optimizer_step_with_closure_0      	|  0.36487        	|1000           	|  364.87         	|  71.442         	|
training_step_and_backward         	|  0.2621         	|1000           	|  262.1          	|  51.32          	|
model_forward                      	|  0.13592        	|1000           	|  135.92         	|  26.614         	|
training_step                      	|  0.13574        	|1000           	|  135.74         	|  26.577         	|
backward                           	|  0.12477        	|1000           	|  124.77         	|  24.43          	|
get_train_batch                    	|  0.025491       	|1063           	|  27.097         	|  5.3055         	|
fetch_next_train_batch             	|  0.025467       	|1063           	|  27.071         	|  5.3005         	|
on_train_batch_end                 	|  0.0017596      	|1000           	|  1.7596         	|  0.34454        	|
zero_grad                          	|  0.001376       	|1000           	|  1.376          	|  0.26942        	|
training_batch_to_device           	|  0.00024153     	|1000           	|  0.24153        	|  0.047291       	|
on_train_batch_start               	|  9.5765e-05     	|1000           	|  0.095765       	|  0.018751       	|
on_train_end                       	|  0.043877       	|1              	|  0.043877       	|  0.008591       	|
on_train_epoch_end                 	|  0.00036131     	|63             	|  0.022762       	|  0.0044568      	|
on_train_epoch_start               	|  0.00035399     	|63             	|  0.022301       	|  0.0043665      	|
on_pretrain_routine_start          	|  0.021342       	|1              	|  0.021342       	|  0.0041787      	|
on_batch_start                     	|  2.0517e-05     	|1000           	|  0.020517       	|  0.0040173      	|
on_after_backward                  	|  2.0081e-05     	|1000           	|  0.020081       	|  0.0039318      	|
on_before_zero_grad                	|  1.659e-05      	|1000           	|  0.01659        	|  0.0032484      	|
on_batch_end                       	|  1.5467e-05     	|1000           	|  0.015467       	|  0.0030283      	|
on_before_backward                 	|  1.3257e-05     	|1000           	|  0.013257       	|  0.0025958      	|
on_before_optimizer_step           	|  1.3064e-05     	|1000           	|  0.013064       	|  0.0025579      	|
configure_optimizers               	|  0.0091999      	|1              	|  0.0091999      	|  0.0018013      	|
training_step_end                  	|  6.7452e-06     	|1000           	|  0.0067452      	|  0.0013207      	|
on_train_start                     	|  0.0014313      	|1              	|  0.0014313      	|  0.00028025     	|
on_epoch_end                       	|  1.1493e-05     	|63             	|  0.00072403     	|  0.00014176     	|
on_epoch_start                     	|  1.0451e-05     	|63             	|  0.0006584      	|  0.00012891     	|
on_before_accelerator_backend_setup	|  4.2617e-05     	|1              	|  4.2617e-05     	|  8.3444e-06     	|
on_fit_start                       	|  4.0835e-05     	|1              	|  4.0835e-05     	|  7.9954e-06     	|
setup                              	|  3.2695e-05     	|1              	|  3.2695e-05     	|  6.4016e-06     	|
on_fit_end                         	|  2.5354e-05     	|1              	|  2.5354e-05     	|  4.9644e-06     	|
on_configure_sharded_model         	|  2.4384e-05     	|1              	|  2.4384e-05     	|  4.7743e-06     	|
teardown                           	|  1.3141e-05     	|1              	|  1.3141e-05     	|  2.573e-06      	|
on_pretrain_routine_end            	|  1.2852e-05     	|1              	|  1.2852e-05     	|  2.5165e-06     	|
prepare_data                       	|  9.8292e-06     	|1              	|  9.8292e-06     	|  1.9245e-06     	|
configure_callbacks                	|  7.2066e-06     	|1              	|  7.2066e-06     	|  1.411e-06      	|
configure_sharded_model            	|  7.0166e-06     	|1              	|  7.0166e-06     	|  1.3738e-06     	|
on_val_dataloader                  	|  6.5174e-06     	|1              	|  6.5174e-06     	|  1.2761e-06     	|
on_train_dataloader                	|  5.9996e-06     	|1              	|  5.9996e-06     	|  1.1747e-06     	|
