FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1772.6         	|  100 %          	|
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run_training_epoch                 	|  3.4976         	|500            	|  1748.8         	|  98.658         	|
run_training_batch                 	|  0.20772        	|8000           	|  1661.7         	|  93.746         	|
training_step_and_backward         	|  0.19647        	|8000           	|  1571.8         	|  88.671         	|
model_forward                      	|  0.1104         	|8000           	|  883.16         	|  49.823         	|
training_step                      	|  0.11026        	|8000           	|  882.07         	|  49.761         	|
backward                           	|  0.085886       	|8000           	|  687.09         	|  38.762         	|
optimizer_step_with_closure_0      	|  0.25393        	|1000           	|  253.93         	|  14.325         	|
get_train_batch                    	|  0.006764       	|8500           	|  57.494         	|  3.2435         	|
fetch_next_train_batch             	|  0.0067449      	|8500           	|  57.331         	|  3.2343         	|
on_train_batch_end                 	|  0.0010953      	|8000           	|  8.7627         	|  0.49434        	|
training_batch_to_device           	|  0.00023697     	|8000           	|  1.8958         	|  0.10695        	|
zero_grad                          	|  0.0013844      	|1000           	|  1.3844         	|  0.078098       	|
on_train_batch_start               	|  9.2267e-05     	|8000           	|  0.73814        	|  0.041641       	|
on_train_epoch_start               	|  0.0002881      	|500            	|  0.14405        	|  0.0081265      	|
on_batch_start                     	|  1.7177e-05     	|8000           	|  0.13741        	|  0.007752       	|
on_train_epoch_end                 	|  0.00026104     	|500            	|  0.13052        	|  0.0073631      	|
on_before_backward                 	|  1.4192e-05     	|8000           	|  0.11354        	|  0.0064052      	|
on_batch_end                       	|  1.3489e-05     	|8000           	|  0.10791        	|  0.0060878      	|
on_after_backward                  	|  1.1609e-05     	|8000           	|  0.092869       	|  0.0052391      	|
training_step_end                  	|  6.0952e-06     	|8000           	|  0.048762       	|  0.0027509      	|
on_train_end                       	|  0.024081       	|1              	|  0.024081       	|  0.0013585      	|
on_before_zero_grad                	|  2.3436e-05     	|1000           	|  0.023436       	|  0.0013221      	|
on_pretrain_routine_start          	|  0.022478       	|1              	|  0.022478       	|  0.0012681      	|
on_before_optimizer_step           	|  1.6555e-05     	|1000           	|  0.016555       	|  0.00093394     	|
configure_optimizers               	|  0.0083323      	|1              	|  0.0083323      	|  0.00047006     	|
on_epoch_start                     	|  1.196e-05      	|500            	|  0.0059802      	|  0.00033737     	|
on_epoch_end                       	|  1.0236e-05     	|500            	|  0.0051179      	|  0.00028872     	|
on_train_start                     	|  0.00073134     	|1              	|  0.00073134     	|  4.1258e-05     	|
on_before_accelerator_backend_setup	|  2.7151e-05     	|1              	|  2.7151e-05     	|  1.5317e-06     	|
setup                              	|  2.2382e-05     	|1              	|  2.2382e-05     	|  1.2627e-06     	|
on_fit_end                         	|  2.0358e-05     	|1              	|  2.0358e-05     	|  1.1485e-06     	|
on_configure_sharded_model         	|  1.8584e-05     	|1              	|  1.8584e-05     	|  1.0484e-06     	|
on_fit_start                       	|  1.8274e-05     	|1              	|  1.8274e-05     	|  1.0309e-06     	|
on_pretrain_routine_end            	|  1.0058e-05     	|1              	|  1.0058e-05     	|  5.6742e-07     	|
teardown                           	|  9.618e-06      	|1              	|  9.618e-06      	|  5.4259e-07     	|
prepare_data                       	|  9.1069e-06     	|1              	|  9.1069e-06     	|  5.1376e-07     	|
configure_callbacks                	|  6.082e-06      	|1              	|  6.082e-06      	|  3.4311e-07     	|
configure_sharded_model            	|  5.099e-06      	|1              	|  5.099e-06      	|  2.8766e-07     	|
on_val_dataloader                  	|  4.339e-06      	|1              	|  4.339e-06      	|  2.4478e-07     	|
on_train_dataloader                	|  4.0771e-06     	|1              	|  4.0771e-06     	|  2.3001e-07     	|
