FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  522.55         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.99827        	|500            	|  499.14         	|  95.52          	|
run_training_batch                 	|  0.33866        	|1000           	|  338.66         	|  64.81          	|
optimizer_step_with_closure_0      	|  0.33593        	|1000           	|  335.93         	|  64.288         	|
training_step_and_backward         	|  0.25114        	|1000           	|  251.14         	|  48.062         	|
model_forward                      	|  0.15556        	|1000           	|  155.56         	|  29.769         	|
training_step                      	|  0.15539        	|1000           	|  155.39         	|  29.737         	|
backward                           	|  0.09417        	|1000           	|  94.17          	|  18.021         	|
get_train_batch                    	|  0.030274       	|1500           	|  45.411         	|  8.6903         	|
fetch_next_train_batch             	|  0.03024        	|1500           	|  45.36          	|  8.6805         	|
zero_grad                          	|  0.0013818      	|1000           	|  1.3818         	|  0.26444        	|
on_train_batch_end                 	|  0.0013256      	|1000           	|  1.3256         	|  0.25368        	|
training_batch_to_device           	|  0.00061999     	|1000           	|  0.61999        	|  0.11865        	|
on_train_epoch_start               	|  0.00027441     	|500            	|  0.1372         	|  0.026257       	|
on_train_epoch_end                 	|  0.0002715      	|500            	|  0.13575        	|  0.025978       	|
on_train_batch_start               	|  0.00010929     	|1000           	|  0.10929        	|  0.020915       	|
on_batch_start                     	|  3.7428e-05     	|1000           	|  0.037428       	|  0.0071626      	|
on_train_end                       	|  0.024429       	|1              	|  0.024429       	|  0.0046751      	|
on_pretrain_routine_start          	|  0.022589       	|1              	|  0.022589       	|  0.0043229      	|
on_before_zero_grad                	|  2.1388e-05     	|1000           	|  0.021388       	|  0.0040931      	|
on_batch_end                       	|  1.4565e-05     	|1000           	|  0.014565       	|  0.0027874      	|
on_before_optimizer_step           	|  1.2663e-05     	|1000           	|  0.012663       	|  0.0024234      	|
on_before_backward                 	|  1.2512e-05     	|1000           	|  0.012512       	|  0.0023944      	|
on_after_backward                  	|  1.173e-05      	|1000           	|  0.01173        	|  0.0022447      	|
configure_optimizers               	|  0.0082916      	|1              	|  0.0082916      	|  0.0015868      	|
training_step_end                  	|  8.0595e-06     	|1000           	|  0.0080595      	|  0.0015423      	|
on_epoch_end                       	|  1.3059e-05     	|500            	|  0.0065293      	|  0.0012495      	|
on_epoch_start                     	|  1.0683e-05     	|500            	|  0.0053415      	|  0.0010222      	|
on_train_start                     	|  0.00074475     	|1              	|  0.00074475     	|  0.00014252     	|
on_fit_end                         	|  2.3515e-05     	|1              	|  2.3515e-05     	|  4.5001e-06     	|
on_before_accelerator_backend_setup	|  2.0198e-05     	|1              	|  2.0198e-05     	|  3.8653e-06     	|
on_fit_start                       	|  1.63e-05       	|1              	|  1.63e-05       	|  3.1193e-06     	|
on_configure_sharded_model         	|  1.4337e-05     	|1              	|  1.4337e-05     	|  2.7437e-06     	|
setup                              	|  1.3165e-05     	|1              	|  1.3165e-05     	|  2.5194e-06     	|
teardown                           	|  1.0991e-05     	|1              	|  1.0991e-05     	|  2.1034e-06     	|
on_pretrain_routine_end            	|  9.578e-06      	|1              	|  9.578e-06      	|  1.8329e-06     	|
prepare_data                       	|  7.614e-06      	|1              	|  7.614e-06      	|  1.4571e-06     	|
on_val_dataloader                  	|  4.899e-06      	|1              	|  4.899e-06      	|  9.3752e-07     	|
configure_callbacks                	|  4.789e-06      	|1              	|  4.789e-06      	|  9.1647e-07     	|
configure_sharded_model            	|  4.318e-06      	|1              	|  4.318e-06      	|  8.2633e-07     	|
on_train_dataloader                	|  4.2779e-06     	|1              	|  4.2779e-06     	|  8.1867e-07     	|
