FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1289.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5432         	|500            	|  1271.6         	|  98.628         	|
run_training_batch                 	|  0.27363        	|1000           	|  273.63         	|  21.224         	|
optimizer_step_with_closure_0      	|  0.26989        	|1000           	|  269.89         	|  20.934         	|
training_step_and_backward         	|  0.20691        	|1000           	|  206.91         	|  16.049         	|
get_train_batch                    	|  0.13024        	|1500           	|  195.37         	|  15.153         	|
fetch_next_train_batch             	|  0.13021        	|1500           	|  195.31         	|  15.149         	|
backward                           	|  0.10406        	|1000           	|  104.06         	|  8.0713         	|
model_forward                      	|  0.10149        	|1000           	|  101.49         	|  7.872          	|
training_step                      	|  0.10127        	|1000           	|  101.27         	|  7.8546         	|
on_train_batch_end                 	|  0.0019527      	|1000           	|  1.9527         	|  0.15146        	|
zero_grad                          	|  0.0013283      	|1000           	|  1.3283         	|  0.10303        	|
training_batch_to_device           	|  0.00065049     	|1000           	|  0.65049        	|  0.050454       	|
on_train_epoch_start               	|  0.00032107     	|500            	|  0.16053        	|  0.012452       	|
on_train_epoch_end                 	|  0.00030401     	|500            	|  0.152          	|  0.01179        	|
on_train_batch_start               	|  0.00011007     	|1000           	|  0.11007        	|  0.0085373      	|
on_train_end                       	|  0.047          	|1              	|  0.047          	|  0.0036455      	|
on_batch_start                     	|  4.6524e-05     	|1000           	|  0.046524       	|  0.0036086      	|
on_before_zero_grad                	|  2.2982e-05     	|1000           	|  0.022982       	|  0.0017826      	|
on_pretrain_routine_start          	|  0.021985       	|1              	|  0.021985       	|  0.0017053      	|
on_after_backward                  	|  1.7942e-05     	|1000           	|  0.017942       	|  0.0013916      	|
on_batch_end                       	|  1.6883e-05     	|1000           	|  0.016883       	|  0.0013095      	|
configure_optimizers               	|  0.013893       	|1              	|  0.013893       	|  0.0010776      	|
on_before_optimizer_step           	|  1.3272e-05     	|1000           	|  0.013272       	|  0.0010295      	|
on_before_backward                 	|  1.3246e-05     	|1000           	|  0.013246       	|  0.0010274      	|
training_step_end                  	|  7.9336e-06     	|1000           	|  0.0079336      	|  0.00061536     	|
on_epoch_end                       	|  1.1024e-05     	|500            	|  0.0055121      	|  0.00042754     	|
on_epoch_start                     	|  1.0227e-05     	|500            	|  0.0051136      	|  0.00039663     	|
on_train_start                     	|  0.0011167      	|1              	|  0.0011167      	|  8.6618e-05     	|
on_fit_end                         	|  9.6792e-05     	|1              	|  9.6792e-05     	|  7.5076e-06     	|
on_fit_start                       	|  4.5545e-05     	|1              	|  4.5545e-05     	|  3.5327e-06     	|
setup                              	|  2.8312e-05     	|1              	|  2.8312e-05     	|  2.196e-06      	|
on_before_accelerator_backend_setup	|  2.3765e-05     	|1              	|  2.3765e-05     	|  1.8433e-06     	|
on_configure_sharded_model         	|  2.2387e-05     	|1              	|  2.2387e-05     	|  1.7364e-06     	|
teardown                           	|  1.6499e-05     	|1              	|  1.6499e-05     	|  1.2798e-06     	|
on_pretrain_routine_end            	|  1.2578e-05     	|1              	|  1.2578e-05     	|  9.7563e-07     	|
prepare_data                       	|  1.0377e-05     	|1              	|  1.0377e-05     	|  8.0486e-07     	|
configure_sharded_model            	|  8.7153e-06     	|1              	|  8.7153e-06     	|  6.7599e-07     	|
configure_callbacks                	|  8.4303e-06     	|1              	|  8.4303e-06     	|  6.5389e-07     	|
on_val_dataloader                  	|  7.2736e-06     	|1              	|  7.2736e-06     	|  5.6417e-07     	|
on_train_dataloader                	|  5.5637e-06     	|1              	|  5.5637e-06     	|  4.3154e-07     	|
