FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  775.15         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.7769         	|200            	|  755.39         	|  97.451         	|
run_training_batch                 	|  0.31367        	|1000           	|  313.67         	|  40.466         	|
optimizer_step_with_closure_0      	|  0.3087         	|1000           	|  308.7          	|  39.825         	|
training_step_and_backward         	|  0.23897        	|1000           	|  238.97         	|  30.83          	|
model_forward                      	|  0.12141        	|1000           	|  121.41         	|  15.662         	|
training_step                      	|  0.12114        	|1000           	|  121.14         	|  15.628         	|
backward                           	|  0.11585        	|1000           	|  115.85         	|  14.945         	|
get_train_batch                    	|  0.062976       	|1200           	|  75.571         	|  9.7493         	|
fetch_next_train_batch             	|  0.062937       	|1200           	|  75.524         	|  9.7432         	|
on_train_batch_end                 	|  0.0031736      	|1000           	|  3.1736         	|  0.40942        	|
zero_grad                          	|  0.0016782      	|1000           	|  1.6782         	|  0.2165         	|
training_batch_to_device           	|  0.00060238     	|1000           	|  0.60238        	|  0.077712       	|
on_train_batch_start               	|  0.000155       	|1000           	|  0.155          	|  0.019996       	|
on_train_end                       	|  0.11789        	|1              	|  0.11789        	|  0.015209       	|
on_train_epoch_start               	|  0.0004363      	|200            	|  0.08726        	|  0.011257       	|
on_train_epoch_end                 	|  0.00042157     	|200            	|  0.084315       	|  0.010877       	|
on_batch_start                     	|  3.653e-05      	|1000           	|  0.03653        	|  0.0047126      	|
on_after_backward                  	|  3.3626e-05     	|1000           	|  0.033626       	|  0.0043381      	|
configure_optimizers               	|  0.027851       	|1              	|  0.027851       	|  0.003593       	|
on_pretrain_routine_start          	|  0.02398        	|1              	|  0.02398        	|  0.0030935      	|
on_before_zero_grad                	|  2.3877e-05     	|1000           	|  0.023877       	|  0.0030803      	|
on_batch_end                       	|  1.86e-05       	|1000           	|  0.0186         	|  0.0023996      	|
on_before_optimizer_step           	|  1.6336e-05     	|1000           	|  0.016336       	|  0.0021074      	|
on_before_backward                 	|  1.5874e-05     	|1000           	|  0.015874       	|  0.0020479      	|
training_step_end                  	|  1.0241e-05     	|1000           	|  0.010241       	|  0.0013212      	|
on_epoch_end                       	|  1.2602e-05     	|200            	|  0.0025204      	|  0.00032515     	|
on_epoch_start                     	|  1.2223e-05     	|200            	|  0.0024447      	|  0.00031538     	|
on_train_start                     	|  0.00085667     	|1              	|  0.00085667     	|  0.00011052     	|
on_fit_end                         	|  9.4626e-05     	|1              	|  9.4626e-05     	|  1.2208e-05     	|
on_configure_sharded_model         	|  3.2816e-05     	|1              	|  3.2816e-05     	|  4.2335e-06     	|
on_fit_start                       	|  2.7649e-05     	|1              	|  2.7649e-05     	|  3.567e-06      	|
setup                              	|  2.7064e-05     	|1              	|  2.7064e-05     	|  3.4915e-06     	|
on_before_accelerator_backend_setup	|  2.4067e-05     	|1              	|  2.4067e-05     	|  3.1049e-06     	|
teardown                           	|  2.0361e-05     	|1              	|  2.0361e-05     	|  2.6267e-06     	|
on_pretrain_routine_end            	|  1.6226e-05     	|1              	|  1.6226e-05     	|  2.0932e-06     	|
configure_sharded_model            	|  1.3776e-05     	|1              	|  1.3776e-05     	|  1.7772e-06     	|
configure_callbacks                	|  1.0079e-05     	|1              	|  1.0079e-05     	|  1.3002e-06     	|
on_train_dataloader                	|  8.1882e-06     	|1              	|  8.1882e-06     	|  1.0563e-06     	|
prepare_data                       	|  8.0317e-06     	|1              	|  8.0317e-06     	|  1.0362e-06     	|
on_val_dataloader                  	|  7.0147e-06     	|1              	|  7.0147e-06     	|  9.0495e-07     	|
