FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1566.5         	|  100 %          	|
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run_training_epoch                 	|  9.242          	|167            	|  1543.4         	|  98.527         	|
run_training_batch                 	|  0.18703        	|8000           	|  1496.3         	|  95.518         	|
training_step_and_backward         	|  0.17676        	|8000           	|  1414.1         	|  90.271         	|
model_forward                      	|  0.093462       	|8000           	|  747.7          	|  47.731         	|
training_step                      	|  0.093328       	|8000           	|  746.62         	|  47.663         	|
backward                           	|  0.083112       	|8000           	|  664.89         	|  42.445         	|
optimizer_step_with_closure_0      	|  0.23588        	|1000           	|  235.88         	|  15.058         	|
get_train_batch                    	|  0.003352       	|8167           	|  27.376         	|  1.7476         	|
fetch_next_train_batch             	|  0.0033344      	|8167           	|  27.232         	|  1.7384         	|
on_train_batch_end                 	|  0.0010872      	|8000           	|  8.6977         	|  0.55524        	|
training_batch_to_device           	|  0.00022063     	|8000           	|  1.765          	|  0.11268        	|
zero_grad                          	|  0.0013423      	|1000           	|  1.3423         	|  0.085689       	|
on_train_batch_start               	|  9.1482e-05     	|8000           	|  0.73186        	|  0.04672        	|
on_batch_start                     	|  1.5206e-05     	|8000           	|  0.12165        	|  0.0077658      	|
on_batch_end                       	|  1.3578e-05     	|8000           	|  0.10863        	|  0.0069344      	|
on_before_backward                 	|  1.3164e-05     	|8000           	|  0.10531        	|  0.006723       	|
on_after_backward                  	|  1.2279e-05     	|8000           	|  0.098233       	|  0.006271       	|
on_train_epoch_start               	|  0.00028281     	|167            	|  0.04723        	|  0.003015       	|
training_step_end                  	|  5.6461e-06     	|8000           	|  0.045169       	|  0.0028835      	|
on_train_epoch_end                 	|  0.00025634     	|167            	|  0.042809       	|  0.0027328      	|
on_train_end                       	|  0.026013       	|1              	|  0.026013       	|  0.0016606      	|
on_pretrain_routine_start          	|  0.02294        	|1              	|  0.02294        	|  0.0014644      	|
on_before_zero_grad                	|  1.6804e-05     	|1000           	|  0.016804       	|  0.0010727      	|
on_before_optimizer_step           	|  1.3126e-05     	|1000           	|  0.013126       	|  0.00083796     	|
configure_optimizers               	|  0.0085189      	|1              	|  0.0085189      	|  0.00054383     	|
on_epoch_start                     	|  1.0807e-05     	|167            	|  0.0018047      	|  0.00011521     	|
on_epoch_end                       	|  1.0153e-05     	|167            	|  0.0016956      	|  0.00010824     	|
on_train_start                     	|  0.00075359     	|1              	|  0.00075359     	|  4.8107e-05     	|
on_before_accelerator_backend_setup	|  2.3063e-05     	|1              	|  2.3063e-05     	|  1.4723e-06     	|
on_fit_end                         	|  2.2412e-05     	|1              	|  2.2412e-05     	|  1.4307e-06     	|
on_fit_start                       	|  1.9958e-05     	|1              	|  1.9958e-05     	|  1.2741e-06     	|
on_configure_sharded_model         	|  1.3296e-05     	|1              	|  1.3296e-05     	|  8.4878e-07     	|
setup                              	|  1.3235e-05     	|1              	|  1.3235e-05     	|  8.4489e-07     	|
teardown                           	|  1.1291e-05     	|1              	|  1.1291e-05     	|  7.2078e-07     	|
on_pretrain_routine_end            	|  1.05e-05       	|1              	|  1.05e-05       	|  6.7029e-07     	|
prepare_data                       	|  7.9852e-06     	|1              	|  7.9852e-06     	|  5.0975e-07     	|
configure_callbacks                	|  6.8729e-06     	|1              	|  6.8729e-06     	|  4.3875e-07     	|
configure_sharded_model            	|  4.5781e-06     	|1              	|  4.5781e-06     	|  2.9226e-07     	|
on_val_dataloader                  	|  4.4492e-06     	|1              	|  4.4492e-06     	|  2.8402e-07     	|
on_train_dataloader                	|  4.3381e-06     	|1              	|  4.3381e-06     	|  2.7693e-07     	|
