FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  446.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1105         	|200            	|  422.1          	|  94.608         	|
run_training_batch                 	|  0.3514         	|1000           	|  351.4          	|  78.761         	|
optimizer_step_with_closure_0      	|  0.34872        	|1000           	|  348.72         	|  78.161         	|
training_step_and_backward         	|  0.27042        	|1000           	|  270.42         	|  60.61          	|
model_forward                      	|  0.16052        	|1000           	|  160.52         	|  35.979         	|
training_step                      	|  0.16038        	|1000           	|  160.38         	|  35.946         	|
backward                           	|  0.10855        	|1000           	|  108.55         	|  24.331         	|
get_train_batch                    	|  0.01655        	|1200           	|  19.86          	|  4.4513         	|
fetch_next_train_batch             	|  0.016525       	|1200           	|  19.83          	|  4.4446         	|
zero_grad                          	|  0.0013126      	|1000           	|  1.3126         	|  0.2942         	|
on_train_batch_end                 	|  0.0012509      	|1000           	|  1.2509         	|  0.28036        	|
training_batch_to_device           	|  0.00034932     	|1000           	|  0.34932        	|  0.078295       	|
on_train_batch_start               	|  9.7808e-05     	|1000           	|  0.097808       	|  0.021922       	|
on_train_epoch_start               	|  0.00027478     	|200            	|  0.054955       	|  0.012317       	|
on_train_epoch_end                 	|  0.00025249     	|200            	|  0.050499       	|  0.011319       	|
on_train_end                       	|  0.023553       	|1              	|  0.023553       	|  0.0052791      	|
on_batch_start                     	|  2.2724e-05     	|1000           	|  0.022724       	|  0.0050932      	|
on_pretrain_routine_start          	|  0.022252       	|1              	|  0.022252       	|  0.0049875      	|
on_before_zero_grad                	|  1.6538e-05     	|1000           	|  0.016538       	|  0.0037068      	|
on_batch_end                       	|  1.3404e-05     	|1000           	|  0.013404       	|  0.0030043      	|
on_after_backward                  	|  1.1653e-05     	|1000           	|  0.011653       	|  0.0026118      	|
on_before_backward                 	|  1.1218e-05     	|1000           	|  0.011218       	|  0.0025145      	|
on_before_optimizer_step           	|  1.1039e-05     	|1000           	|  0.011039       	|  0.0024743      	|
configure_optimizers               	|  0.0082046      	|1              	|  0.0082046      	|  0.001839       	|
training_step_end                  	|  6.5198e-06     	|1000           	|  0.0065198      	|  0.0014613      	|
on_epoch_start                     	|  1.0654e-05     	|200            	|  0.0021308      	|  0.00047759     	|
on_epoch_end                       	|  1.001e-05      	|200            	|  0.002002       	|  0.00044873     	|
on_train_start                     	|  0.00076703     	|1              	|  0.00076703     	|  0.00017192     	|
on_before_accelerator_backend_setup	|  2.1961e-05     	|1              	|  2.1961e-05     	|  4.9223e-06     	|
on_fit_end                         	|  2.1621e-05     	|1              	|  2.1621e-05     	|  4.8461e-06     	|
on_fit_start                       	|  1.7072e-05     	|1              	|  1.7072e-05     	|  3.8265e-06     	|
on_configure_sharded_model         	|  1.4638e-05     	|1              	|  1.4638e-05     	|  3.2809e-06     	|
setup                              	|  1.4598e-05     	|1              	|  1.4598e-05     	|  3.272e-06      	|
on_pretrain_routine_end            	|  1.1742e-05     	|1              	|  1.1742e-05     	|  2.6318e-06     	|
teardown                           	|  1.0059e-05     	|1              	|  1.0059e-05     	|  2.2546e-06     	|
prepare_data                       	|  8.516e-06      	|1              	|  8.516e-06      	|  1.9088e-06     	|
configure_callbacks                	|  6.502e-06      	|1              	|  6.502e-06      	|  1.4573e-06     	|
on_val_dataloader                  	|  4.258e-06      	|1              	|  4.258e-06      	|  9.5438e-07     	|
configure_sharded_model            	|  4.218e-06      	|1              	|  4.218e-06      	|  9.454e-07      	|
on_train_dataloader                	|  4.0871e-06     	|1              	|  4.0871e-06     	|  9.1607e-07     	|
