FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1769.1         	|  100 %          	|
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run_training_epoch                 	|  3.4912         	|500            	|  1745.6         	|  98.671         	|
run_training_batch                 	|  0.20722        	|8000           	|  1657.7         	|  93.705         	|
training_step_and_backward         	|  0.19588        	|8000           	|  1567.1         	|  88.579         	|
model_forward                      	|  0.11053        	|8000           	|  884.2          	|  49.98          	|
training_step                      	|  0.11039        	|8000           	|  883.11         	|  49.918         	|
backward                           	|  0.085166       	|8000           	|  681.33         	|  38.512         	|
optimizer_step_with_closure_0      	|  0.25487        	|1000           	|  254.87         	|  14.407         	|
get_train_batch                    	|  0.0068296      	|8500           	|  58.052         	|  3.2814         	|
fetch_next_train_batch             	|  0.0068104      	|8500           	|  57.889         	|  3.2722         	|
on_train_batch_end                 	|  0.0011097      	|8000           	|  8.8773         	|  0.50179        	|
training_batch_to_device           	|  0.00023648     	|8000           	|  1.8918         	|  0.10694        	|
zero_grad                          	|  0.0013764      	|1000           	|  1.3764         	|  0.077801       	|
on_train_batch_start               	|  9.3143e-05     	|8000           	|  0.74514        	|  0.042119       	|
on_train_epoch_start               	|  0.00029093     	|500            	|  0.14547        	|  0.0082226      	|
on_batch_start                     	|  1.6754e-05     	|8000           	|  0.13403        	|  0.0075761      	|
on_train_epoch_end                 	|  0.00026635     	|500            	|  0.13318        	|  0.0075279      	|
on_before_backward                 	|  1.4033e-05     	|8000           	|  0.11226        	|  0.0063457      	|
on_batch_end                       	|  1.3999e-05     	|8000           	|  0.112          	|  0.0063306      	|
on_after_backward                  	|  1.1875e-05     	|8000           	|  0.094999       	|  0.0053699      	|
training_step_end                  	|  6.3314e-06     	|8000           	|  0.050651       	|  0.0028631      	|
on_train_end                       	|  0.024424       	|1              	|  0.024424       	|  0.0013806      	|
on_pretrain_routine_start          	|  0.022252       	|1              	|  0.022252       	|  0.0012578      	|
on_before_zero_grad                	|  2.1603e-05     	|1000           	|  0.021603       	|  0.0012211      	|
on_before_optimizer_step           	|  1.7285e-05     	|1000           	|  0.017285       	|  0.00097704     	|
configure_optimizers               	|  0.0082076      	|1              	|  0.0082076      	|  0.00046394     	|
on_epoch_start                     	|  1.1103e-05     	|500            	|  0.0055517      	|  0.00031381     	|
on_epoch_end                       	|  1.0249e-05     	|500            	|  0.0051245      	|  0.00028966     	|
on_train_start                     	|  0.00074083     	|1              	|  0.00074083     	|  4.1876e-05     	|
setup                              	|  2.2453e-05     	|1              	|  2.2453e-05     	|  1.2692e-06     	|
on_fit_end                         	|  2.137e-05      	|1              	|  2.137e-05      	|  1.2079e-06     	|
on_before_accelerator_backend_setup	|  2.12e-05       	|1              	|  2.12e-05       	|  1.1983e-06     	|
on_configure_sharded_model         	|  1.6942e-05     	|1              	|  1.6942e-05     	|  9.5765e-07     	|
on_fit_start                       	|  1.586e-05      	|1              	|  1.586e-05      	|  8.9651e-07     	|
on_pretrain_routine_end            	|  1.0159e-05     	|1              	|  1.0159e-05     	|  5.7424e-07     	|
teardown                           	|  9.9589e-06     	|1              	|  9.9589e-06     	|  5.6293e-07     	|
prepare_data                       	|  7.6939e-06     	|1              	|  7.6939e-06     	|  4.349e-07      	|
configure_callbacks                	|  5.6999e-06     	|1              	|  5.6999e-06     	|  3.2219e-07     	|
on_val_dataloader                  	|  4.7989e-06     	|1              	|  4.7989e-06     	|  2.7126e-07     	|
on_train_dataloader                	|  4.729e-06      	|1              	|  4.729e-06      	|  2.6731e-07     	|
configure_sharded_model            	|  4.5581e-06     	|1              	|  4.5581e-06     	|  2.5765e-07     	|
