FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  497.7          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.94878        	|500            	|  474.39         	|  95.317         	|
run_training_batch                 	|  0.32136        	|1000           	|  321.36         	|  64.57          	|
optimizer_step_with_closure_0      	|  0.31869        	|1000           	|  318.69         	|  64.034         	|
training_step_and_backward         	|  0.23997        	|1000           	|  239.97         	|  48.217         	|
model_forward                      	|  0.14886        	|1000           	|  148.86         	|  29.91          	|
training_step                      	|  0.14869        	|1000           	|  148.69         	|  29.877         	|
backward                           	|  0.089731       	|1000           	|  89.731         	|  18.029         	|
get_train_batch                    	|  0.029377       	|1500           	|  44.065         	|  8.8538         	|
fetch_next_train_batch             	|  0.029343       	|1500           	|  44.014         	|  8.8436         	|
zero_grad                          	|  0.0013476      	|1000           	|  1.3476         	|  0.27076        	|
on_train_batch_end                 	|  0.0013086      	|1000           	|  1.3086         	|  0.26292        	|
training_batch_to_device           	|  0.00060121     	|1000           	|  0.60121        	|  0.1208         	|
on_train_epoch_start               	|  0.00028287     	|500            	|  0.14143        	|  0.028418       	|
on_train_epoch_end                 	|  0.00026953     	|500            	|  0.13476        	|  0.027078       	|
on_train_batch_start               	|  0.0001084      	|1000           	|  0.1084         	|  0.02178        	|
on_train_end                       	|  0.048843       	|1              	|  0.048843       	|  0.0098137      	|
on_batch_start                     	|  3.6087e-05     	|1000           	|  0.036087       	|  0.0072508      	|
on_pretrain_routine_start          	|  0.022311       	|1              	|  0.022311       	|  0.0044828      	|
on_before_zero_grad                	|  2.1465e-05     	|1000           	|  0.021465       	|  0.004313       	|
on_batch_end                       	|  1.4143e-05     	|1000           	|  0.014143       	|  0.0028418      	|
on_before_backward                 	|  1.2759e-05     	|1000           	|  0.012759       	|  0.0025637      	|
on_before_optimizer_step           	|  1.2696e-05     	|1000           	|  0.012696       	|  0.0025509      	|
on_after_backward                  	|  1.1797e-05     	|1000           	|  0.011797       	|  0.0023703      	|
configure_optimizers               	|  0.0081809      	|1              	|  0.0081809      	|  0.0016437      	|
training_step_end                  	|  7.8253e-06     	|1000           	|  0.0078253      	|  0.0015723      	|
on_epoch_end                       	|  1.1104e-05     	|500            	|  0.0055518      	|  0.0011155      	|
on_epoch_start                     	|  1.1056e-05     	|500            	|  0.005528       	|  0.0011107      	|
on_train_start                     	|  0.00073291     	|1              	|  0.00073291     	|  0.00014726     	|
on_fit_end                         	|  2.3544e-05     	|1              	|  2.3544e-05     	|  4.7306e-06     	|
on_before_accelerator_backend_setup	|  2.0798e-05     	|1              	|  2.0798e-05     	|  4.1789e-06     	|
on_fit_start                       	|  1.6712e-05     	|1              	|  1.6712e-05     	|  3.3579e-06     	|
on_configure_sharded_model         	|  1.4467e-05     	|1              	|  1.4467e-05     	|  2.9068e-06     	|
setup                              	|  1.3956e-05     	|1              	|  1.3956e-05     	|  2.8041e-06     	|
teardown                           	|  1.1822e-05     	|1              	|  1.1822e-05     	|  2.3753e-06     	|
on_pretrain_routine_end            	|  1.1341e-05     	|1              	|  1.1341e-05     	|  2.2787e-06     	|
prepare_data                       	|  7.033e-06      	|1              	|  7.033e-06      	|  1.4131e-06     	|
on_val_dataloader                  	|  5.3899e-06     	|1              	|  5.3899e-06     	|  1.083e-06      	|
configure_callbacks                	|  4.668e-06      	|1              	|  4.668e-06      	|  9.3793e-07     	|
on_train_dataloader                	|  4.348e-06      	|1              	|  4.348e-06      	|  8.7363e-07     	|
configure_sharded_model            	|  4.318e-06      	|1              	|  4.318e-06      	|  8.6759e-07     	|
