FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1397.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7622         	|500            	|  1381.1         	|  98.826         	|
run_training_batch                 	|  0.38246        	|1000           	|  382.46         	|  27.367         	|
optimizer_step_with_closure_0      	|  0.37914        	|1000           	|  379.14         	|  27.129         	|
training_step_and_backward         	|  0.27452        	|1000           	|  274.52         	|  19.643         	|
get_train_batch                    	|  0.10574        	|1500           	|  158.61         	|  11.349         	|
fetch_next_train_batch             	|  0.1057         	|1500           	|  158.55         	|  11.345         	|
model_forward                      	|  0.14523        	|1000           	|  145.23         	|  10.392         	|
training_step                      	|  0.14501        	|1000           	|  145.01         	|  10.376         	|
backward                           	|  0.12773        	|1000           	|  127.73         	|  9.1397         	|
on_train_batch_end                 	|  0.0022249      	|1000           	|  2.2249         	|  0.1592         	|
zero_grad                          	|  0.001519       	|1000           	|  1.519          	|  0.10869        	|
training_batch_to_device           	|  0.00060834     	|1000           	|  0.60834        	|  0.04353        	|
on_train_epoch_end                 	|  0.00035876     	|500            	|  0.17938        	|  0.012835       	|
on_train_epoch_start               	|  0.00035802     	|500            	|  0.17901        	|  0.012809       	|
on_train_batch_start               	|  0.00011266     	|1000           	|  0.11266        	|  0.0080616      	|
on_train_end                       	|  0.045099       	|1              	|  0.045099       	|  0.0032271      	|
on_batch_start                     	|  4.3672e-05     	|1000           	|  0.043672       	|  0.003125       	|
on_before_zero_grad                	|  2.4144e-05     	|1000           	|  0.024144       	|  0.0017277      	|
on_after_backward                  	|  2.3943e-05     	|1000           	|  0.023943       	|  0.0017132      	|
on_pretrain_routine_start          	|  0.022113       	|1              	|  0.022113       	|  0.0015823      	|
on_before_backward                 	|  1.9955e-05     	|1000           	|  0.019955       	|  0.0014279      	|
on_batch_end                       	|  1.6131e-05     	|1000           	|  0.016131       	|  0.0011543      	|
on_before_optimizer_step           	|  1.5408e-05     	|1000           	|  0.015408       	|  0.0011025      	|
configure_optimizers               	|  0.0086273      	|1              	|  0.0086273      	|  0.00061732     	|
training_step_end                  	|  8.4173e-06     	|1000           	|  0.0084173      	|  0.0006023      	|
on_epoch_end                       	|  1.1268e-05     	|500            	|  0.0056342      	|  0.00040315     	|
on_epoch_start                     	|  1.1001e-05     	|500            	|  0.0055004      	|  0.00039358     	|
on_train_start                     	|  0.0022741      	|1              	|  0.0022741      	|  0.00016272     	|
on_fit_end                         	|  6.0353e-05     	|1              	|  6.0353e-05     	|  4.3186e-06     	|
on_before_accelerator_backend_setup	|  2.9031e-05     	|1              	|  2.9031e-05     	|  2.0773e-06     	|
on_fit_start                       	|  2.6291e-05     	|1              	|  2.6291e-05     	|  1.8813e-06     	|
setup                              	|  2.4546e-05     	|1              	|  2.4546e-05     	|  1.7564e-06     	|
on_configure_sharded_model         	|  2.1081e-05     	|1              	|  2.1081e-05     	|  1.5085e-06     	|
teardown                           	|  2.0802e-05     	|1              	|  2.0802e-05     	|  1.4885e-06     	|
on_pretrain_routine_end            	|  1.4627e-05     	|1              	|  1.4627e-05     	|  1.0467e-06     	|
prepare_data                       	|  8.7414e-06     	|1              	|  8.7414e-06     	|  6.2549e-07     	|
on_train_dataloader                	|  8.1789e-06     	|1              	|  8.1789e-06     	|  5.8524e-07     	|
configure_callbacks                	|  7.2792e-06     	|1              	|  7.2792e-06     	|  5.2086e-07     	|
on_val_dataloader                  	|  6.767e-06      	|1              	|  6.767e-06      	|  4.8421e-07     	|
configure_sharded_model            	|  6.2548e-06     	|1              	|  6.2548e-06     	|  4.4756e-07     	|
