FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1307.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5826         	|500            	|  1291.3         	|  98.802         	|
run_training_batch                 	|  0.27689        	|1000           	|  276.89         	|  21.186         	|
optimizer_step_with_closure_0      	|  0.2745         	|1000           	|  274.5          	|  21.003         	|
training_step_and_backward         	|  0.20484        	|1000           	|  204.84         	|  15.673         	|
get_train_batch                    	|  0.13117        	|1500           	|  196.76         	|  15.055         	|
fetch_next_train_batch             	|  0.13113        	|1500           	|  196.7          	|  15.05          	|
model_forward                      	|  0.10609        	|1000           	|  106.09         	|  8.1175         	|
training_step                      	|  0.10588        	|1000           	|  105.88         	|  8.1015         	|
backward                           	|  0.097323       	|1000           	|  97.323         	|  7.4465         	|
on_train_batch_end                 	|  0.0018383      	|1000           	|  1.8383         	|  0.14066        	|
zero_grad                          	|  0.0013843      	|1000           	|  1.3843         	|  0.10591        	|
training_batch_to_device           	|  0.00068742     	|1000           	|  0.68742        	|  0.052597       	|
on_train_epoch_start               	|  0.00033169     	|500            	|  0.16584        	|  0.012689       	|
on_train_epoch_end                 	|  0.00031075     	|500            	|  0.15537        	|  0.011888       	|
on_train_batch_start               	|  0.00010998     	|1000           	|  0.10998        	|  0.0084149      	|
on_batch_start                     	|  4.9776e-05     	|1000           	|  0.049776       	|  0.0038085      	|
on_train_end                       	|  0.041265       	|1              	|  0.041265       	|  0.0031574      	|
on_pretrain_routine_start          	|  0.022824       	|1              	|  0.022824       	|  0.0017463      	|
on_after_backward                  	|  2.1674e-05     	|1000           	|  0.021674       	|  0.0016584      	|
on_before_zero_grad                	|  2.0915e-05     	|1000           	|  0.020915       	|  0.0016002      	|
on_batch_end                       	|  1.549e-05      	|1000           	|  0.01549        	|  0.0011852      	|
on_before_optimizer_step           	|  1.3407e-05     	|1000           	|  0.013407       	|  0.0010258      	|
on_before_backward                 	|  1.3285e-05     	|1000           	|  0.013285       	|  0.0010164      	|
training_step_end                  	|  1.0279e-05     	|1000           	|  0.010279       	|  0.00078645     	|
configure_optimizers               	|  0.0085042      	|1              	|  0.0085042      	|  0.00065069     	|
on_epoch_end                       	|  1.1315e-05     	|500            	|  0.0056575      	|  0.00043287     	|
on_epoch_start                     	|  1.1152e-05     	|500            	|  0.0055759      	|  0.00042663     	|
on_train_start                     	|  0.0038928      	|1              	|  0.0038928      	|  0.00029785     	|
on_configure_sharded_model         	|  4.7218e-05     	|1              	|  4.7218e-05     	|  3.6128e-06     	|
on_fit_end                         	|  3.7216e-05     	|1              	|  3.7216e-05     	|  2.8475e-06     	|
on_before_accelerator_backend_setup	|  3.3453e-05     	|1              	|  3.3453e-05     	|  2.5596e-06     	|
setup                              	|  2.2838e-05     	|1              	|  2.2838e-05     	|  1.7474e-06     	|
on_fit_start                       	|  1.9999e-05     	|1              	|  1.9999e-05     	|  1.5302e-06     	|
teardown                           	|  1.812e-05      	|1              	|  1.812e-05      	|  1.3864e-06     	|
on_pretrain_routine_end            	|  1.5989e-05     	|1              	|  1.5989e-05     	|  1.2234e-06     	|
configure_sharded_model            	|  1.502e-05      	|1              	|  1.502e-05      	|  1.1493e-06     	|
prepare_data                       	|  1.378e-05      	|1              	|  1.378e-05      	|  1.0543e-06     	|
configure_callbacks                	|  7.7542e-06     	|1              	|  7.7542e-06     	|  5.933e-07      	|
on_val_dataloader                  	|  5.9791e-06     	|1              	|  5.9791e-06     	|  4.5748e-07     	|
on_train_dataloader                	|  5.763e-06      	|1              	|  5.763e-06      	|  4.4095e-07     	|
