FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1760.2         	|  100 %          	|
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run_training_epoch                 	|  3.4735         	|500            	|  1736.7         	|  98.669         	|
run_training_batch                 	|  0.20617        	|8000           	|  1649.4         	|  93.705         	|
training_step_and_backward         	|  0.19493        	|8000           	|  1559.5         	|  88.597         	|
model_forward                      	|  0.10909        	|8000           	|  872.76         	|  49.583         	|
training_step                      	|  0.10896        	|8000           	|  871.66         	|  49.521         	|
backward                           	|  0.085646       	|8000           	|  685.17         	|  38.926         	|
optimizer_step_with_closure_0      	|  0.25323        	|1000           	|  253.23         	|  14.386         	|
get_train_batch                    	|  0.0067733      	|8500           	|  57.573         	|  3.2708         	|
fetch_next_train_batch             	|  0.0067541      	|8500           	|  57.41          	|  3.2616         	|
on_train_batch_end                 	|  0.0011084      	|8000           	|  8.8673         	|  0.50377        	|
training_batch_to_device           	|  0.00023574     	|8000           	|  1.8859         	|  0.10714        	|
zero_grad                          	|  0.0013837      	|1000           	|  1.3837         	|  0.078609       	|
on_train_batch_start               	|  9.2957e-05     	|8000           	|  0.74366        	|  0.042249       	|
on_train_epoch_start               	|  0.00028978     	|500            	|  0.14489        	|  0.0082316      	|
on_batch_start                     	|  1.7883e-05     	|8000           	|  0.14306        	|  0.0081276      	|
on_train_epoch_end                 	|  0.0002707      	|500            	|  0.13535        	|  0.0076894      	|
on_batch_end                       	|  1.3835e-05     	|8000           	|  0.11068        	|  0.0062879      	|
on_before_backward                 	|  1.2652e-05     	|8000           	|  0.10122        	|  0.0057505      	|
on_after_backward                  	|  1.1748e-05     	|8000           	|  0.093984       	|  0.0053394      	|
training_step_end                  	|  6.6798e-06     	|8000           	|  0.053438       	|  0.0030359      	|
on_train_end                       	|  0.024194       	|1              	|  0.024194       	|  0.0013745      	|
on_pretrain_routine_start          	|  0.023184       	|1              	|  0.023184       	|  0.0013172      	|
on_before_zero_grad                	|  2.086e-05      	|1000           	|  0.02086        	|  0.0011851      	|
on_before_optimizer_step           	|  1.6602e-05     	|1000           	|  0.016602       	|  0.00094317     	|
configure_optimizers               	|  0.0090467      	|1              	|  0.0090467      	|  0.00051397     	|
on_epoch_end                       	|  1.0656e-05     	|500            	|  0.0053278      	|  0.00030269     	|
on_epoch_start                     	|  1.0523e-05     	|500            	|  0.0052614      	|  0.00029891     	|
on_train_start                     	|  0.00075204     	|1              	|  0.00075204     	|  4.2725e-05     	|
on_before_accelerator_backend_setup	|  2.4015e-05     	|1              	|  2.4015e-05     	|  1.3644e-06     	|
on_fit_end                         	|  2.3855e-05     	|1              	|  2.3855e-05     	|  1.3553e-06     	|
setup                              	|  2.2563e-05     	|1              	|  2.2563e-05     	|  1.2819e-06     	|
on_configure_sharded_model         	|  1.8505e-05     	|1              	|  1.8505e-05     	|  1.0513e-06     	|
on_fit_start                       	|  1.7954e-05     	|1              	|  1.7954e-05     	|  1.02e-06       	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  5.7375e-07     	|
teardown                           	|  1.0038e-05     	|1              	|  1.0038e-05     	|  5.7028e-07     	|
prepare_data                       	|  9.388e-06      	|1              	|  9.388e-06      	|  5.3335e-07     	|
configure_callbacks                	|  6.2322e-06     	|1              	|  6.2322e-06     	|  3.5406e-07     	|
configure_sharded_model            	|  5.0601e-06     	|1              	|  5.0601e-06     	|  2.8748e-07     	|
on_val_dataloader                  	|  4.428e-06      	|1              	|  4.428e-06      	|  2.5156e-07     	|
on_train_dataloader                	|  4.157e-06      	|1              	|  4.157e-06      	|  2.3617e-07     	|
