FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1762.0         	|  100 %          	|
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run_training_epoch                 	|  3.4768         	|500            	|  1738.4         	|  98.661         	|
run_training_batch                 	|  0.20632        	|8000           	|  1650.6         	|  93.675         	|
training_step_and_backward         	|  0.19489        	|8000           	|  1559.1         	|  88.484         	|
model_forward                      	|  0.11048        	|8000           	|  883.82         	|  50.16          	|
training_step                      	|  0.11034        	|8000           	|  882.75         	|  50.099         	|
backward                           	|  0.084223       	|8000           	|  673.79         	|  38.24          	|
optimizer_step_with_closure_0      	|  0.25271        	|1000           	|  252.71         	|  14.342         	|
get_train_batch                    	|  0.0068407      	|8500           	|  58.146         	|  3.3            	|
fetch_next_train_batch             	|  0.0068215      	|8500           	|  57.982         	|  3.2907         	|
on_train_batch_end                 	|  0.0011052      	|8000           	|  8.8414         	|  0.50178        	|
training_batch_to_device           	|  0.00023703     	|8000           	|  1.8962         	|  0.10762        	|
zero_grad                          	|  0.0013443      	|1000           	|  1.3443         	|  0.076293       	|
on_train_batch_start               	|  9.2001e-05     	|8000           	|  0.73601        	|  0.041771       	|
on_train_epoch_start               	|  0.00028727     	|500            	|  0.14363        	|  0.0081517      	|
on_batch_start                     	|  1.6934e-05     	|8000           	|  0.13547        	|  0.0076884      	|
on_train_epoch_end                 	|  0.00026263     	|500            	|  0.13131        	|  0.0074524      	|
on_batch_end                       	|  1.3626e-05     	|8000           	|  0.10901        	|  0.0061868      	|
on_before_backward                 	|  1.268e-05      	|8000           	|  0.10144        	|  0.0057569      	|
on_after_backward                  	|  1.1315e-05     	|8000           	|  0.090522       	|  0.0051374      	|
training_step_end                  	|  5.9268e-06     	|8000           	|  0.047414       	|  0.0026909      	|
on_train_end                       	|  0.024153       	|1              	|  0.024153       	|  0.0013708      	|
on_pretrain_routine_start          	|  0.022757       	|1              	|  0.022757       	|  0.0012915      	|
on_before_zero_grad                	|  2.0533e-05     	|1000           	|  0.020533       	|  0.0011653      	|
on_before_optimizer_step           	|  1.7081e-05     	|1000           	|  0.017081       	|  0.0009694      	|
configure_optimizers               	|  0.0081717      	|1              	|  0.0081717      	|  0.00046377     	|
on_epoch_start                     	|  1.0796e-05     	|500            	|  0.0053981      	|  0.00030636     	|
on_epoch_end                       	|  1.0289e-05     	|500            	|  0.0051444      	|  0.00029196     	|
on_train_start                     	|  0.00072097     	|1              	|  0.00072097     	|  4.0917e-05     	|
on_before_accelerator_backend_setup	|  2.4125e-05     	|1              	|  2.4125e-05     	|  1.3692e-06     	|
on_fit_end                         	|  2.129e-05      	|1              	|  2.129e-05      	|  1.2083e-06     	|
setup                              	|  1.9907e-05     	|1              	|  1.9907e-05     	|  1.1298e-06     	|
on_configure_sharded_model         	|  1.8334e-05     	|1              	|  1.8334e-05     	|  1.0405e-06     	|
on_fit_start                       	|  1.7263e-05     	|1              	|  1.7263e-05     	|  9.7973e-07     	|
on_pretrain_routine_end            	|  9.8089e-06     	|1              	|  9.8089e-06     	|  5.5669e-07     	|
prepare_data                       	|  9.5281e-06     	|1              	|  9.5281e-06     	|  5.4075e-07     	|
teardown                           	|  9.398e-06      	|1              	|  9.398e-06      	|  5.3337e-07     	|
configure_callbacks                	|  5.9609e-06     	|1              	|  5.9609e-06     	|  3.383e-07      	|
configure_sharded_model            	|  5.33e-06       	|1              	|  5.33e-06       	|  3.0249e-07     	|
on_val_dataloader                  	|  4.088e-06      	|1              	|  4.088e-06      	|  2.3201e-07     	|
on_train_dataloader                	|  3.8871e-06     	|1              	|  3.8871e-06     	|  2.2061e-07     	|
