FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1731.5         	|  100 %          	|
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run_training_epoch                 	|  3.4159         	|500            	|  1708.0         	|  98.641         	|
run_training_batch                 	|  0.20255        	|8000           	|  1620.4         	|  93.585         	|
training_step_and_backward         	|  0.19119        	|8000           	|  1529.5         	|  88.336         	|
model_forward                      	|  0.10778        	|8000           	|  862.27         	|  49.799         	|
training_step                      	|  0.10765        	|8000           	|  861.18         	|  49.736         	|
backward                           	|  0.083218       	|8000           	|  665.75         	|  38.449         	|
optimizer_step_with_closure_0      	|  0.24889        	|1000           	|  248.89         	|  14.375         	|
get_train_batch                    	|  0.0067859      	|8500           	|  57.68          	|  3.3313         	|
fetch_next_train_batch             	|  0.0067668      	|8500           	|  57.517         	|  3.3219         	|
on_train_batch_end                 	|  0.0011031      	|8000           	|  8.8247         	|  0.50966        	|
training_batch_to_device           	|  0.00023391     	|8000           	|  1.8713         	|  0.10808        	|
zero_grad                          	|  0.001364       	|1000           	|  1.364          	|  0.078779       	|
on_train_batch_start               	|  9.2065e-05     	|8000           	|  0.73652        	|  0.042537       	|
on_train_epoch_start               	|  0.00028191     	|500            	|  0.14096        	|  0.0081408      	|
on_batch_start                     	|  1.7098e-05     	|8000           	|  0.13679        	|  0.0079         	|
on_train_epoch_end                 	|  0.00025473     	|500            	|  0.12737        	|  0.0073559      	|
on_batch_end                       	|  1.3909e-05     	|8000           	|  0.11127        	|  0.0064264      	|
on_before_backward                 	|  1.292e-05      	|8000           	|  0.10336        	|  0.0059694      	|
on_after_backward                  	|  1.1741e-05     	|8000           	|  0.093928       	|  0.0054247      	|
training_step_end                  	|  6.362e-06      	|8000           	|  0.050896       	|  0.0029394      	|
on_train_end                       	|  0.023913       	|1              	|  0.023913       	|  0.0013811      	|
on_pretrain_routine_start          	|  0.022642       	|1              	|  0.022642       	|  0.0013076      	|
on_before_zero_grad                	|  2.0819e-05     	|1000           	|  0.020819       	|  0.0012024      	|
on_before_optimizer_step           	|  1.6144e-05     	|1000           	|  0.016144       	|  0.0009324      	|
configure_optimizers               	|  0.0081705      	|1              	|  0.0081705      	|  0.00047188     	|
on_epoch_start                     	|  1.1226e-05     	|500            	|  0.005613       	|  0.00032417     	|
on_epoch_end                       	|  1.0791e-05     	|500            	|  0.0053954      	|  0.0003116      	|
on_train_start                     	|  0.00072718     	|1              	|  0.00072718     	|  4.1998e-05     	|
on_fit_end                         	|  2.3273e-05     	|1              	|  2.3273e-05     	|  1.3441e-06     	|
on_before_accelerator_backend_setup	|  2.127e-05      	|1              	|  2.127e-05      	|  1.2284e-06     	|
setup                              	|  2.0539e-05     	|1              	|  2.0539e-05     	|  1.1862e-06     	|
on_fit_start                       	|  1.6781e-05     	|1              	|  1.6781e-05     	|  9.6917e-07     	|
on_configure_sharded_model         	|  1.605e-05      	|1              	|  1.605e-05      	|  9.2695e-07     	|
teardown                           	|  1.055e-05      	|1              	|  1.055e-05      	|  6.0931e-07     	|
on_pretrain_routine_end            	|  9.828e-06      	|1              	|  9.828e-06      	|  5.6761e-07     	|
prepare_data                       	|  8.776e-06      	|1              	|  8.776e-06      	|  5.0685e-07     	|
configure_callbacks                	|  6.2019e-06     	|1              	|  6.2019e-06     	|  3.5818e-07     	|
configure_sharded_model            	|  5.15e-06       	|1              	|  5.15e-06       	|  2.9743e-07     	|
on_val_dataloader                  	|  4.489e-06      	|1              	|  4.489e-06      	|  2.5926e-07     	|
on_train_dataloader                	|  4.168e-06      	|1              	|  4.168e-06      	|  2.4072e-07     	|
