FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1344.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.656          	|500            	|  1328.0         	|  98.786         	|
run_training_batch                 	|  0.37502        	|1000           	|  375.02         	|  27.897         	|
optimizer_step_with_closure_0      	|  0.3719         	|1000           	|  371.9          	|  27.664         	|
training_step_and_backward         	|  0.26833        	|1000           	|  268.33         	|  19.96          	|
get_train_batch                    	|  0.10117        	|1500           	|  151.75         	|  11.288         	|
fetch_next_train_batch             	|  0.10112        	|1500           	|  151.68         	|  11.283         	|
model_forward                      	|  0.14064        	|1000           	|  140.64         	|  10.462         	|
training_step                      	|  0.14042        	|1000           	|  140.42         	|  10.445         	|
backward                           	|  0.12619        	|1000           	|  126.19         	|  9.3869         	|
on_train_batch_end                 	|  0.0022569      	|1000           	|  2.2569         	|  0.16788        	|
zero_grad                          	|  0.0014599      	|1000           	|  1.4599         	|  0.1086         	|
training_batch_to_device           	|  0.00062222     	|1000           	|  0.62222        	|  0.046285       	|
on_train_epoch_end                 	|  0.00035864     	|500            	|  0.17932        	|  0.013339       	|
on_train_epoch_start               	|  0.00034065     	|500            	|  0.17032        	|  0.01267        	|
on_train_batch_start               	|  0.00010974     	|1000           	|  0.10974        	|  0.0081635      	|
on_train_end                       	|  0.046146       	|1              	|  0.046146       	|  0.0034326      	|
on_batch_start                     	|  4.2254e-05     	|1000           	|  0.042254       	|  0.0031431      	|
on_after_backward                  	|  2.5159e-05     	|1000           	|  0.025159       	|  0.0018715      	|
on_pretrain_routine_start          	|  0.02312        	|1              	|  0.02312        	|  0.0017198      	|
on_before_zero_grad                	|  2.195e-05      	|1000           	|  0.02195        	|  0.0016328      	|
on_before_optimizer_step           	|  1.6906e-05     	|1000           	|  0.016906       	|  0.0012576      	|
on_before_backward                 	|  1.5629e-05     	|1000           	|  0.015629       	|  0.0011626      	|
on_batch_end                       	|  1.545e-05      	|1000           	|  0.01545        	|  0.0011493      	|
configure_optimizers               	|  0.0095779      	|1              	|  0.0095779      	|  0.00071247     	|
training_step_end                  	|  8.4032e-06     	|1000           	|  0.0084032      	|  0.00062509     	|
on_epoch_end                       	|  1.1142e-05     	|500            	|  0.0055708      	|  0.0004144      	|
on_epoch_start                     	|  1.0621e-05     	|500            	|  0.0053105      	|  0.00039503     	|
on_train_start                     	|  0.0019827      	|1              	|  0.0019827      	|  0.00014749     	|
on_fit_end                         	|  6.138e-05      	|1              	|  6.138e-05      	|  4.5658e-06     	|
on_before_accelerator_backend_setup	|  2.919e-05      	|1              	|  2.919e-05      	|  2.1713e-06     	|
on_configure_sharded_model         	|  2.235e-05      	|1              	|  2.235e-05      	|  1.6625e-06     	|
setup                              	|  2.0793e-05     	|1              	|  2.0793e-05     	|  1.5467e-06     	|
on_fit_start                       	|  1.9144e-05     	|1              	|  1.9144e-05     	|  1.4241e-06     	|
teardown                           	|  1.6036e-05     	|1              	|  1.6036e-05     	|  1.1928e-06     	|
on_pretrain_routine_end            	|  1.3605e-05     	|1              	|  1.3605e-05     	|  1.012e-06      	|
prepare_data                       	|  8.4843e-06     	|1              	|  8.4843e-06     	|  6.3112e-07     	|
configure_callbacks                	|  7.9647e-06     	|1              	|  7.9647e-06     	|  5.9247e-07     	|
configure_sharded_model            	|  6.4261e-06     	|1              	|  6.4261e-06     	|  4.7802e-07     	|
on_val_dataloader                  	|  6.1449e-06     	|1              	|  6.1449e-06     	|  4.571e-07      	|
on_train_dataloader                	|  6.0257e-06     	|1              	|  6.0257e-06     	|  4.4823e-07     	|
