FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1767.5         	|  100 %          	|
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run_training_epoch                 	|  3.4877         	|500            	|  1743.9         	|  98.665         	|
run_training_batch                 	|  0.20712        	|8000           	|  1657.0         	|  93.749         	|
training_step_and_backward         	|  0.19572        	|8000           	|  1565.7         	|  88.587         	|
model_forward                      	|  0.11041        	|8000           	|  883.25         	|  49.973         	|
training_step                      	|  0.11027        	|8000           	|  882.15         	|  49.91          	|
backward                           	|  0.085121       	|8000           	|  680.97         	|  38.528         	|
optimizer_step_with_closure_0      	|  0.25396        	|1000           	|  253.96         	|  14.369         	|
get_train_batch                    	|  0.0067534      	|8500           	|  57.404         	|  3.2478         	|
fetch_next_train_batch             	|  0.0067339      	|8500           	|  57.238         	|  3.2384         	|
on_train_batch_end                 	|  0.0010925      	|8000           	|  8.7399         	|  0.49448        	|
training_batch_to_device           	|  0.00023679     	|8000           	|  1.8943         	|  0.10718        	|
zero_grad                          	|  0.001373       	|1000           	|  1.373          	|  0.07768        	|
on_train_batch_start               	|  9.1728e-05     	|8000           	|  0.73382        	|  0.041518       	|
on_train_epoch_start               	|  0.00028941     	|500            	|  0.1447         	|  0.0081871      	|
on_batch_start                     	|  1.7973e-05     	|8000           	|  0.14379        	|  0.0081352      	|
on_train_epoch_end                 	|  0.0002614      	|500            	|  0.1307         	|  0.0073948      	|
on_before_backward                 	|  1.3403e-05     	|8000           	|  0.10722        	|  0.0060664      	|
on_batch_end                       	|  1.2921e-05     	|8000           	|  0.10337        	|  0.0058482      	|
on_after_backward                  	|  1.1296e-05     	|8000           	|  0.090371       	|  0.005113       	|
training_step_end                  	|  5.9236e-06     	|8000           	|  0.047389       	|  0.0026812      	|
on_train_end                       	|  0.024261       	|1              	|  0.024261       	|  0.0013726      	|
on_before_zero_grad                	|  2.3427e-05     	|1000           	|  0.023427       	|  0.0013254      	|
on_pretrain_routine_start          	|  0.022958       	|1              	|  0.022958       	|  0.0012989      	|
on_before_optimizer_step           	|  1.7574e-05     	|1000           	|  0.017574       	|  0.00099432     	|
configure_optimizers               	|  0.0083451      	|1              	|  0.0083451      	|  0.00047215     	|
on_epoch_start                     	|  1.1156e-05     	|500            	|  0.005578       	|  0.00031559     	|
on_epoch_end                       	|  1.0347e-05     	|500            	|  0.0051736      	|  0.00029271     	|
on_train_start                     	|  0.00073028     	|1              	|  0.00073028     	|  4.1318e-05     	|
on_before_accelerator_backend_setup	|  2.4837e-05     	|1              	|  2.4837e-05     	|  1.4052e-06     	|
on_fit_end                         	|  2.3715e-05     	|1              	|  2.3715e-05     	|  1.3417e-06     	|
setup                              	|  2.195e-05      	|1              	|  2.195e-05      	|  1.2419e-06     	|
on_configure_sharded_model         	|  1.9316e-05     	|1              	|  1.9316e-05     	|  1.0929e-06     	|
on_fit_start                       	|  1.7373e-05     	|1              	|  1.7373e-05     	|  9.8294e-07     	|
teardown                           	|  1.053e-05      	|1              	|  1.053e-05      	|  5.9577e-07     	|
on_pretrain_routine_end            	|  9.4771e-06     	|1              	|  9.4771e-06     	|  5.362e-07      	|
prepare_data                       	|  8.1849e-06     	|1              	|  8.1849e-06     	|  4.6309e-07     	|
configure_callbacks                	|  6.0811e-06     	|1              	|  6.0811e-06     	|  3.4405e-07     	|
configure_sharded_model            	|  5.3798e-06     	|1              	|  5.3798e-06     	|  3.0438e-07     	|
on_val_dataloader                  	|  4.6289e-06     	|1              	|  4.6289e-06     	|  2.6189e-07     	|
on_train_dataloader                	|  4.0978e-06     	|1              	|  4.0978e-06     	|  2.3185e-07     	|
