FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1321.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6067         	|500            	|  1303.3         	|  98.64          	|
run_training_batch                 	|  0.30224        	|1000           	|  302.24         	|  22.875         	|
optimizer_step_with_closure_0      	|  0.29765        	|1000           	|  297.65         	|  22.527         	|
training_step_and_backward         	|  0.22901        	|1000           	|  229.01         	|  17.332         	|
get_train_batch                    	|  0.13478        	|1500           	|  202.17         	|  15.301         	|
fetch_next_train_batch             	|  0.13474        	|1500           	|  202.11         	|  15.296         	|
model_forward                      	|  0.11453        	|1000           	|  114.53         	|  8.6683         	|
training_step                      	|  0.11429        	|1000           	|  114.29         	|  8.6499         	|
backward                           	|  0.11279        	|1000           	|  112.79         	|  8.5361         	|
on_train_batch_end                 	|  0.0025361      	|1000           	|  2.5361         	|  0.19194        	|
zero_grad                          	|  0.001643       	|1000           	|  1.643          	|  0.12435        	|
training_batch_to_device           	|  0.00077637     	|1000           	|  0.77637        	|  0.058758       	|
on_train_epoch_end                 	|  0.00034037     	|500            	|  0.17018        	|  0.01288        	|
on_train_epoch_start               	|  0.00033478     	|500            	|  0.16739        	|  0.012669       	|
on_train_batch_start               	|  0.0001143      	|1000           	|  0.1143         	|  0.0086508      	|
on_batch_start                     	|  5.2424e-05     	|1000           	|  0.052424       	|  0.0039676      	|
on_train_end                       	|  0.046808       	|1              	|  0.046808       	|  0.0035426      	|
on_after_backward                  	|  2.7074e-05     	|1000           	|  0.027074       	|  0.0020491      	|
on_before_zero_grad                	|  2.4543e-05     	|1000           	|  0.024543       	|  0.0018575      	|
on_pretrain_routine_start          	|  0.022243       	|1              	|  0.022243       	|  0.0016834      	|
on_before_optimizer_step           	|  1.7021e-05     	|1000           	|  0.017021       	|  0.0012882      	|
on_batch_end                       	|  1.6056e-05     	|1000           	|  0.016056       	|  0.0012152      	|
on_before_backward                 	|  1.5982e-05     	|1000           	|  0.015982       	|  0.0012096      	|
training_step_end                  	|  1.0958e-05     	|1000           	|  0.010958       	|  0.00082931     	|
configure_optimizers               	|  0.010142       	|1              	|  0.010142       	|  0.00076757     	|
on_epoch_start                     	|  1.1917e-05     	|500            	|  0.0059586      	|  0.00045096     	|
on_epoch_end                       	|  1.1329e-05     	|500            	|  0.0056644      	|  0.0004287      	|
on_train_start                     	|  0.0010771      	|1              	|  0.0010771      	|  8.1518e-05     	|
on_fit_end                         	|  6.7605e-05     	|1              	|  6.7605e-05     	|  5.1165e-06     	|
on_fit_start                       	|  4.1548e-05     	|1              	|  4.1548e-05     	|  3.1445e-06     	|
on_before_accelerator_backend_setup	|  2.4367e-05     	|1              	|  2.4367e-05     	|  1.8442e-06     	|
setup                              	|  2.1843e-05     	|1              	|  2.1843e-05     	|  1.6532e-06     	|
on_configure_sharded_model         	|  1.9837e-05     	|1              	|  1.9837e-05     	|  1.5013e-06     	|
teardown                           	|  1.6304e-05     	|1              	|  1.6304e-05     	|  1.2339e-06     	|
on_pretrain_routine_end            	|  1.4769e-05     	|1              	|  1.4769e-05     	|  1.1178e-06     	|
on_train_dataloader                	|  1.0807e-05     	|1              	|  1.0807e-05     	|  8.1791e-07     	|
prepare_data                       	|  8.3987e-06     	|1              	|  8.3987e-06     	|  6.3564e-07     	|
on_val_dataloader                  	|  8.3596e-06     	|1              	|  8.3596e-06     	|  6.3268e-07     	|
configure_callbacks                	|  7.2494e-06     	|1              	|  7.2494e-06     	|  5.4866e-07     	|
configure_sharded_model            	|  6.3218e-06     	|1              	|  6.3218e-06     	|  4.7845e-07     	|
