FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.39         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2434         	|63             	|  330.33         	|  93.476         	|
run_training_batch                 	|  0.307          	|1000           	|  307.0          	|  86.873         	|
optimizer_step_with_closure_0      	|  0.30432        	|1000           	|  304.32         	|  86.113         	|
training_step_and_backward         	|  0.22896        	|1000           	|  228.96         	|  64.789         	|
model_forward                      	|  0.14153        	|1000           	|  141.53         	|  40.05          	|
training_step                      	|  0.1414         	|1000           	|  141.4          	|  40.012         	|
backward                           	|  0.086086       	|1000           	|  86.086         	|  24.36          	|
get_train_batch                    	|  0.0073383      	|1063           	|  7.8006         	|  2.2074         	|
fetch_next_train_batch             	|  0.0073195      	|1063           	|  7.7806         	|  2.2017         	|
zero_grad                          	|  0.001311       	|1000           	|  1.311          	|  0.37098        	|
on_train_batch_end                 	|  0.0012053      	|1000           	|  1.2053         	|  0.34107        	|
training_batch_to_device           	|  0.00022463     	|1000           	|  0.22463        	|  0.063564       	|
on_train_batch_start               	|  9.1026e-05     	|1000           	|  0.091026       	|  0.025758       	|
on_train_end                       	|  0.02488        	|1              	|  0.02488        	|  0.0070403      	|
on_pretrain_routine_start          	|  0.022538       	|1              	|  0.022538       	|  0.0063776      	|
on_train_epoch_end                 	|  0.00031329     	|63             	|  0.019737       	|  0.0055851      	|
on_train_epoch_start               	|  0.00028836     	|63             	|  0.018166       	|  0.0051406      	|
on_batch_start                     	|  1.5936e-05     	|1000           	|  0.015936       	|  0.0045094      	|
on_before_zero_grad                	|  1.381e-05      	|1000           	|  0.01381        	|  0.0039077      	|
on_batch_end                       	|  1.2759e-05     	|1000           	|  0.012759       	|  0.0036103      	|
on_after_backward                  	|  1.1241e-05     	|1000           	|  0.011241       	|  0.0031809      	|
on_before_optimizer_step           	|  1.0521e-05     	|1000           	|  0.010521       	|  0.0029771      	|
on_before_backward                 	|  1.0287e-05     	|1000           	|  0.010287       	|  0.0029109      	|
configure_optimizers               	|  0.0081814      	|1              	|  0.0081814      	|  0.0023151      	|
training_step_end                  	|  5.7777e-06     	|1000           	|  0.0057777      	|  0.0016349      	|
on_train_start                     	|  0.00068421     	|1              	|  0.00068421     	|  0.00019361     	|
on_epoch_start                     	|  1.0831e-05     	|63             	|  0.00068236     	|  0.00019309     	|
on_epoch_end                       	|  1.0613e-05     	|63             	|  0.0006686      	|  0.0001892      	|
on_fit_end                         	|  2.152e-05      	|1              	|  2.152e-05      	|  6.0896e-06     	|
on_before_accelerator_backend_setup	|  1.9677e-05     	|1              	|  1.9677e-05     	|  5.5681e-06     	|
on_fit_start                       	|  1.6811e-05     	|1              	|  1.6811e-05     	|  4.7571e-06     	|
setup                              	|  1.3625e-05     	|1              	|  1.3625e-05     	|  3.8555e-06     	|
on_configure_sharded_model         	|  1.3194e-05     	|1              	|  1.3194e-05     	|  3.7336e-06     	|
teardown                           	|  1.0971e-05     	|1              	|  1.0971e-05     	|  3.1045e-06     	|
on_pretrain_routine_end            	|  9.427e-06      	|1              	|  9.427e-06      	|  2.6676e-06     	|
prepare_data                       	|  7.093e-06      	|1              	|  7.093e-06      	|  2.0071e-06     	|
configure_callbacks                	|  5.44e-06       	|1              	|  5.44e-06       	|  1.5394e-06     	|
on_val_dataloader                  	|  4.658e-06      	|1              	|  4.658e-06      	|  1.3181e-06     	|
on_train_dataloader                	|  4.228e-06      	|1              	|  4.228e-06      	|  1.1964e-06     	|
configure_sharded_model            	|  4.1169e-06     	|1              	|  4.1169e-06     	|  1.165e-06      	|
