FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1543.4         	|  100 %          	|
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run_training_epoch                 	|  72.388         	|21             	|  1520.2         	|  98.492         	|
run_training_batch                 	|  0.18624        	|8000           	|  1490.0         	|  96.535         	|
training_step_and_backward         	|  0.17615        	|8000           	|  1409.2         	|  91.301         	|
model_forward                      	|  0.093721       	|8000           	|  749.77         	|  48.578         	|
training_step                      	|  0.093591       	|8000           	|  748.73         	|  48.511         	|
backward                           	|  0.082241       	|8000           	|  657.93         	|  42.628         	|
optimizer_step_with_closure_0      	|  0.23637        	|1000           	|  236.37         	|  15.315         	|
get_train_batch                    	|  0.0018366      	|8021           	|  14.732         	|  0.95448        	|
fetch_next_train_batch             	|  0.0018204      	|8021           	|  14.601         	|  0.94602        	|
on_train_batch_end                 	|  0.0010661      	|8000           	|  8.5285         	|  0.55257        	|
training_batch_to_device           	|  0.00021407     	|8000           	|  1.7126         	|  0.11096        	|
zero_grad                          	|  0.0013134      	|1000           	|  1.3134         	|  0.085093       	|
on_train_batch_start               	|  8.8707e-05     	|8000           	|  0.70965        	|  0.045979       	|
on_batch_start                     	|  1.4691e-05     	|8000           	|  0.11753        	|  0.0076149      	|
on_batch_end                       	|  1.2903e-05     	|8000           	|  0.10323        	|  0.0066881      	|
on_after_backward                  	|  1.2647e-05     	|8000           	|  0.10118        	|  0.0065553      	|
on_before_backward                 	|  1.2622e-05     	|8000           	|  0.10097        	|  0.0065422      	|
training_step_end                  	|  5.9029e-06     	|8000           	|  0.047223       	|  0.0030596      	|
on_train_end                       	|  0.025851       	|1              	|  0.025851       	|  0.0016749      	|
on_pretrain_routine_start          	|  0.023002       	|1              	|  0.023002       	|  0.0014903      	|
on_before_zero_grad                	|  1.3714e-05     	|1000           	|  0.013714       	|  0.00088852     	|
on_before_optimizer_step           	|  1.0953e-05     	|1000           	|  0.010953       	|  0.00070964     	|
configure_optimizers               	|  0.0076886      	|1              	|  0.0076886      	|  0.00049815     	|
on_train_epoch_end                 	|  0.00030481     	|21             	|  0.0064011      	|  0.00041473     	|
on_train_epoch_start               	|  0.0002966      	|21             	|  0.0062285      	|  0.00040355     	|
on_train_start                     	|  0.00066471     	|1              	|  0.00066471     	|  4.3067e-05     	|
on_epoch_start                     	|  1.0736e-05     	|21             	|  0.00022545     	|  1.4607e-05     	|
on_epoch_end                       	|  1.0513e-05     	|21             	|  0.00022077     	|  1.4304e-05     	|
on_fit_end                         	|  2.2602e-05     	|1              	|  2.2602e-05     	|  1.4644e-06     	|
on_before_accelerator_backend_setup	|  1.9006e-05     	|1              	|  1.9006e-05     	|  1.2314e-06     	|
on_fit_start                       	|  1.587e-05      	|1              	|  1.587e-05      	|  1.0282e-06     	|
on_configure_sharded_model         	|  1.3966e-05     	|1              	|  1.3966e-05     	|  9.0488e-07     	|
setup                              	|  1.3655e-05     	|1              	|  1.3655e-05     	|  8.8472e-07     	|
teardown                           	|  9.889e-06      	|1              	|  9.889e-06      	|  6.4072e-07     	|
on_pretrain_routine_end            	|  9.588e-06      	|1              	|  9.588e-06      	|  6.2121e-07     	|
prepare_data                       	|  7.4541e-06     	|1              	|  7.4541e-06     	|  4.8296e-07     	|
configure_callbacks                	|  7.2231e-06     	|1              	|  7.2231e-06     	|  4.6799e-07     	|
on_val_dataloader                  	|  4.3779e-06     	|1              	|  4.3779e-06     	|  2.8365e-07     	|
configure_sharded_model            	|  4.2082e-06     	|1              	|  4.2082e-06     	|  2.7265e-07     	|
on_train_dataloader                	|  4.0981e-06     	|1              	|  4.0981e-06     	|  2.6552e-07     	|
