FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  434.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0525         	|200            	|  410.51         	|  94.521         	|
run_training_batch                 	|  0.33922        	|1000           	|  339.22         	|  78.107         	|
optimizer_step_with_closure_0      	|  0.33654        	|1000           	|  336.54         	|  77.49          	|
training_step_and_backward         	|  0.25949        	|1000           	|  259.49         	|  59.749         	|
model_forward                      	|  0.15512        	|1000           	|  155.12         	|  35.717         	|
training_step                      	|  0.15497        	|1000           	|  154.97         	|  35.683         	|
backward                           	|  0.10299        	|1000           	|  102.99         	|  23.714         	|
get_train_batch                    	|  0.016664       	|1200           	|  19.997         	|  4.6044         	|
fetch_next_train_batch             	|  0.01664        	|1200           	|  19.968         	|  4.5976         	|
zero_grad                          	|  0.0013568      	|1000           	|  1.3568         	|  0.3124         	|
on_train_batch_end                 	|  0.0012504      	|1000           	|  1.2504         	|  0.28792        	|
training_batch_to_device           	|  0.00034567     	|1000           	|  0.34567        	|  0.079592       	|
on_train_batch_start               	|  9.6377e-05     	|1000           	|  0.096377       	|  0.022191       	|
on_train_epoch_start               	|  0.00028043     	|200            	|  0.056085       	|  0.012914       	|
on_train_epoch_end                 	|  0.00025593     	|200            	|  0.051186       	|  0.011786       	|
on_train_end                       	|  0.024088       	|1              	|  0.024088       	|  0.0055464      	|
on_batch_start                     	|  2.382e-05      	|1000           	|  0.02382        	|  0.0054846      	|
on_pretrain_routine_start          	|  0.023139       	|1              	|  0.023139       	|  0.0053278      	|
on_before_zero_grad                	|  1.635e-05      	|1000           	|  0.01635        	|  0.0037647      	|
on_batch_end                       	|  1.3408e-05     	|1000           	|  0.013408       	|  0.0030873      	|
on_before_backward                 	|  1.1578e-05     	|1000           	|  0.011578       	|  0.0026658      	|
on_after_backward                  	|  1.149e-05      	|1000           	|  0.01149        	|  0.0026457      	|
on_before_optimizer_step           	|  1.1425e-05     	|1000           	|  0.011425       	|  0.0026307      	|
configure_optimizers               	|  0.0083691      	|1              	|  0.0083691      	|  0.001927       	|
training_step_end                  	|  6.1639e-06     	|1000           	|  0.0061639      	|  0.0014193      	|
on_epoch_start                     	|  1.0559e-05     	|200            	|  0.0021117      	|  0.00048624     	|
on_epoch_end                       	|  1.018e-05      	|200            	|  0.002036       	|  0.00046879     	|
on_train_start                     	|  0.00079076     	|1              	|  0.00079076     	|  0.00018208     	|
on_before_accelerator_backend_setup	|  2.0839e-05     	|1              	|  2.0839e-05     	|  4.7982e-06     	|
on_fit_end                         	|  2.0559e-05     	|1              	|  2.0559e-05     	|  4.7338e-06     	|
on_fit_start                       	|  1.638e-05      	|1              	|  1.638e-05      	|  3.7716e-06     	|
on_configure_sharded_model         	|  1.3565e-05     	|1              	|  1.3565e-05     	|  3.1234e-06     	|
setup                              	|  1.3165e-05     	|1              	|  1.3165e-05     	|  3.0313e-06     	|
teardown                           	|  1.059e-05      	|1              	|  1.059e-05      	|  2.4384e-06     	|
on_pretrain_routine_end            	|  9.989e-06      	|1              	|  9.989e-06      	|  2.3e-06        	|
prepare_data                       	|  8.015e-06      	|1              	|  8.015e-06      	|  1.8455e-06     	|
configure_callbacks                	|  5.961e-06      	|1              	|  5.961e-06      	|  1.3726e-06     	|
configure_sharded_model            	|  4.7289e-06     	|1              	|  4.7289e-06     	|  1.0888e-06     	|
on_train_dataloader                	|  4.328e-06      	|1              	|  4.328e-06      	|  9.9653e-07     	|
on_val_dataloader                  	|  4.158e-06      	|1              	|  4.158e-06      	|  9.574e-07      	|
