FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  389.01         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.625         	|25             	|  365.63         	|  93.991         	|
run_training_batch                 	|  0.35302        	|1000           	|  353.02         	|  90.747         	|
optimizer_step_with_closure_0      	|  0.35046        	|1000           	|  350.46         	|  90.091         	|
training_step_and_backward         	|  0.27158        	|1000           	|  271.58         	|  69.813         	|
model_forward                      	|  0.16078        	|1000           	|  160.78         	|  41.33          	|
training_step                      	|  0.16064        	|1000           	|  160.64         	|  41.294         	|
backward                           	|  0.10948        	|1000           	|  109.48         	|  28.144         	|
get_train_batch                    	|  0.0043435      	|1025           	|  4.4521         	|  1.1445         	|
fetch_next_train_batch             	|  0.004326       	|1025           	|  4.4342         	|  1.1399         	|
zero_grad                          	|  0.0012963      	|1000           	|  1.2963         	|  0.33323        	|
on_train_batch_end                 	|  0.0011904      	|1000           	|  1.1904         	|  0.306          	|
training_batch_to_device           	|  0.000239       	|1000           	|  0.239          	|  0.061438       	|
on_train_batch_start               	|  9.0878e-05     	|1000           	|  0.090878       	|  0.023361       	|
on_train_end                       	|  0.023845       	|1              	|  0.023845       	|  0.0061297      	|
on_pretrain_routine_start          	|  0.022709       	|1              	|  0.022709       	|  0.0058376      	|
on_batch_start                     	|  1.5559e-05     	|1000           	|  0.015559       	|  0.0039995      	|
on_before_zero_grad                	|  1.3699e-05     	|1000           	|  0.013699       	|  0.0035215      	|
on_batch_end                       	|  1.2872e-05     	|1000           	|  0.012872       	|  0.0033088      	|
on_after_backward                  	|  1.1536e-05     	|1000           	|  0.011536       	|  0.0029655      	|
on_before_backward                 	|  1.1327e-05     	|1000           	|  0.011327       	|  0.0029118      	|
on_before_optimizer_step           	|  1.0246e-05     	|1000           	|  0.010246       	|  0.0026339      	|
configure_optimizers               	|  0.0087798      	|1              	|  0.0087798      	|  0.002257       	|
on_train_epoch_start               	|  0.00030209     	|25             	|  0.0075522      	|  0.0019414      	|
on_train_epoch_end                 	|  0.00026941     	|25             	|  0.0067353      	|  0.0017314      	|
training_step_end                  	|  5.784e-06      	|1000           	|  0.005784       	|  0.0014869      	|
on_train_start                     	|  0.00075416     	|1              	|  0.00075416     	|  0.00019387     	|
on_epoch_start                     	|  1.049e-05      	|25             	|  0.00026225     	|  6.7414e-05     	|
on_epoch_end                       	|  1.0278e-05     	|25             	|  0.00025694     	|  6.605e-05      	|
on_before_accelerator_backend_setup	|  2.1591e-05     	|1              	|  2.1591e-05     	|  5.5502e-06     	|
on_fit_end                         	|  2.12e-05       	|1              	|  2.12e-05       	|  5.4497e-06     	|
on_fit_start                       	|  1.7603e-05     	|1              	|  1.7603e-05     	|  4.5251e-06     	|
on_configure_sharded_model         	|  1.594e-05      	|1              	|  1.594e-05      	|  4.0976e-06     	|
setup                              	|  1.4577e-05     	|1              	|  1.4577e-05     	|  3.7472e-06     	|
on_pretrain_routine_end            	|  1.0931e-05     	|1              	|  1.0931e-05     	|  2.8099e-06     	|
teardown                           	|  1.0519e-05     	|1              	|  1.0519e-05     	|  2.704e-06      	|
prepare_data                       	|  8.065e-06      	|1              	|  8.065e-06      	|  2.0732e-06     	|
configure_callbacks                	|  6.672e-06      	|1              	|  6.672e-06      	|  1.7151e-06     	|
configure_sharded_model            	|  5.14e-06       	|1              	|  5.14e-06       	|  1.3213e-06     	|
on_val_dataloader                  	|  4.789e-06      	|1              	|  4.789e-06      	|  1.2311e-06     	|
on_train_dataloader                	|  4.389e-06      	|1              	|  4.389e-06      	|  1.1282e-06     	|
