FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.23         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2452         	|63             	|  330.45         	|  93.551         	|
run_training_batch                 	|  0.30715        	|1000           	|  307.15         	|  86.956         	|
optimizer_step_with_closure_0      	|  0.30442        	|1000           	|  304.42         	|  86.182         	|
training_step_and_backward         	|  0.22867        	|1000           	|  228.67         	|  64.738         	|
model_forward                      	|  0.14077        	|1000           	|  140.77         	|  39.851         	|
training_step                      	|  0.14063        	|1000           	|  140.63         	|  39.813         	|
backward                           	|  0.086593       	|1000           	|  86.593         	|  24.515         	|
get_train_batch                    	|  0.0073658      	|1063           	|  7.8299         	|  2.2167         	|
fetch_next_train_batch             	|  0.0073474      	|1063           	|  7.8103         	|  2.2111         	|
zero_grad                          	|  0.0012868      	|1000           	|  1.2868         	|  0.36431        	|
on_train_batch_end                 	|  0.0011887      	|1000           	|  1.1887         	|  0.33653        	|
training_batch_to_device           	|  0.00022783     	|1000           	|  0.22783        	|  0.064499       	|
on_train_batch_start               	|  9.083e-05      	|1000           	|  0.09083        	|  0.025714       	|
on_train_end                       	|  0.025049       	|1              	|  0.025049       	|  0.0070913      	|
on_pretrain_routine_start          	|  0.022961       	|1              	|  0.022961       	|  0.0065004      	|
on_train_epoch_end                 	|  0.00028301     	|63             	|  0.01783        	|  0.0050477      	|
on_train_epoch_start               	|  0.00027712     	|63             	|  0.017459       	|  0.0049426      	|
on_batch_start                     	|  1.5714e-05     	|1000           	|  0.015714       	|  0.0044486      	|
on_before_zero_grad                	|  1.4024e-05     	|1000           	|  0.014024       	|  0.0039702      	|
on_batch_end                       	|  1.3394e-05     	|1000           	|  0.013394       	|  0.0037918      	|
on_after_backward                  	|  1.0942e-05     	|1000           	|  0.010942       	|  0.0030977      	|
on_before_backward                 	|  1.0392e-05     	|1000           	|  0.010392       	|  0.002942       	|
on_before_optimizer_step           	|  1.0319e-05     	|1000           	|  0.010319       	|  0.0029214      	|
configure_optimizers               	|  0.0081651      	|1              	|  0.0081651      	|  0.0023116      	|
training_step_end                  	|  5.7865e-06     	|1000           	|  0.0057865      	|  0.0016382      	|
on_train_start                     	|  0.00072206     	|1              	|  0.00072206     	|  0.00020442     	|
on_epoch_end                       	|  1.1025e-05     	|63             	|  0.00069459     	|  0.00019664     	|
on_epoch_start                     	|  1.0576e-05     	|63             	|  0.0006663      	|  0.00018863     	|
on_fit_end                         	|  2.0028e-05     	|1              	|  2.0028e-05     	|  5.67e-06       	|
on_before_accelerator_backend_setup	|  1.8124e-05     	|1              	|  1.8124e-05     	|  5.131e-06      	|
on_fit_start                       	|  1.7413e-05     	|1              	|  1.7413e-05     	|  4.9297e-06     	|
setup                              	|  1.4377e-05     	|1              	|  1.4377e-05     	|  4.0702e-06     	|
on_configure_sharded_model         	|  1.4187e-05     	|1              	|  1.4187e-05     	|  4.0164e-06     	|
on_pretrain_routine_end            	|  9.959e-06      	|1              	|  9.959e-06      	|  2.8194e-06     	|
teardown                           	|  9.759e-06      	|1              	|  9.759e-06      	|  2.7628e-06     	|
prepare_data                       	|  7.2529e-06     	|1              	|  7.2529e-06     	|  2.0533e-06     	|
configure_callbacks                	|  5.5099e-06     	|1              	|  5.5099e-06     	|  1.5599e-06     	|
on_val_dataloader                  	|  4.2879e-06     	|1              	|  4.2879e-06     	|  1.2139e-06     	|
on_train_dataloader                	|  4.2079e-06     	|1              	|  4.2079e-06     	|  1.1913e-06     	|
configure_sharded_model            	|  4.138e-06      	|1              	|  4.138e-06      	|  1.1715e-06     	|
