FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1218.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3901         	|500            	|  1195.0         	|  98.047         	|
run_training_batch                 	|  0.27933        	|1000           	|  279.33         	|  22.917         	|
optimizer_step_with_closure_0      	|  0.27552        	|1000           	|  275.52         	|  22.604         	|
training_step_and_backward         	|  0.21054        	|1000           	|  210.54         	|  17.273         	|
get_train_batch                    	|  0.10803        	|1500           	|  162.04         	|  13.294         	|
fetch_next_train_batch             	|  0.10799        	|1500           	|  161.98         	|  13.289         	|
model_forward                      	|  0.10795        	|1000           	|  107.95         	|  8.8567         	|
training_step                      	|  0.10772        	|1000           	|  107.72         	|  8.8377         	|
backward                           	|  0.10103        	|1000           	|  101.03         	|  8.2888         	|
on_train_batch_end                 	|  0.0024285      	|1000           	|  2.4285         	|  0.19925        	|
zero_grad                          	|  0.0015146      	|1000           	|  1.5146         	|  0.12426        	|
training_batch_to_device           	|  0.00073483     	|1000           	|  0.73483        	|  0.060288       	|
on_train_epoch_end                 	|  0.00034664     	|500            	|  0.17332        	|  0.01422        	|
on_train_epoch_start               	|  0.00033655     	|500            	|  0.16828        	|  0.013806       	|
on_train_batch_start               	|  0.00011451     	|1000           	|  0.11451        	|  0.0093945      	|
on_batch_start                     	|  5.7623e-05     	|1000           	|  0.057623       	|  0.0047276      	|
on_train_end                       	|  0.053523       	|1              	|  0.053523       	|  0.0043912      	|
on_after_backward                  	|  2.9658e-05     	|1000           	|  0.029658       	|  0.0024332      	|
on_before_zero_grad                	|  2.475e-05      	|1000           	|  0.02475        	|  0.0020306      	|
on_pretrain_routine_start          	|  0.022786       	|1              	|  0.022786       	|  0.0018695      	|
on_batch_end                       	|  1.9443e-05     	|1000           	|  0.019443       	|  0.0015952      	|
on_before_optimizer_step           	|  1.6691e-05     	|1000           	|  0.016691       	|  0.0013694      	|
on_before_backward                 	|  1.4257e-05     	|1000           	|  0.014257       	|  0.0011697      	|
configure_optimizers               	|  0.010995       	|1              	|  0.010995       	|  0.00090207     	|
training_step_end                  	|  9.4315e-06     	|1000           	|  0.0094315      	|  0.0007738      	|
on_epoch_start                     	|  1.1385e-05     	|500            	|  0.0056927      	|  0.00046705     	|
on_epoch_end                       	|  1.1377e-05     	|500            	|  0.0056884      	|  0.0004667      	|
on_train_start                     	|  0.0013644      	|1              	|  0.0013644      	|  0.00011194     	|
on_fit_end                         	|  6.0495e-05     	|1              	|  6.0495e-05     	|  4.9633e-06     	|
on_fit_start                       	|  4.4219e-05     	|1              	|  4.4219e-05     	|  3.6279e-06     	|
setup                              	|  2.4278e-05     	|1              	|  2.4278e-05     	|  1.9918e-06     	|
on_before_accelerator_backend_setup	|  2.386e-05      	|1              	|  2.386e-05      	|  1.9576e-06     	|
on_configure_sharded_model         	|  2.3017e-05     	|1              	|  2.3017e-05     	|  1.8884e-06     	|
on_pretrain_routine_end            	|  1.9437e-05     	|1              	|  1.9437e-05     	|  1.5947e-06     	|
teardown                           	|  1.6833e-05     	|1              	|  1.6833e-05     	|  1.381e-06      	|
prepare_data                       	|  7.7169e-06     	|1              	|  7.7169e-06     	|  6.3313e-07     	|
configure_callbacks                	|  7.6927e-06     	|1              	|  7.6927e-06     	|  6.3114e-07     	|
on_val_dataloader                  	|  7.4953e-06     	|1              	|  7.4953e-06     	|  6.1494e-07     	|
configure_sharded_model            	|  7.1377e-06     	|1              	|  7.1377e-06     	|  5.856e-07      	|
on_train_dataloader                	|  6.387e-06      	|1              	|  6.387e-06      	|  5.2402e-07     	|
