FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1749.2         	|  100 %          	|
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run_training_epoch                 	|  3.4514         	|500            	|  1725.7         	|  98.657         	|
run_training_batch                 	|  0.20477        	|8000           	|  1638.1         	|  93.652         	|
training_step_and_backward         	|  0.19346        	|8000           	|  1547.7         	|  88.479         	|
model_forward                      	|  0.10805        	|8000           	|  864.43         	|  49.419         	|
training_step                      	|  0.10792        	|8000           	|  863.32         	|  49.356         	|
backward                           	|  0.085212       	|8000           	|  681.69         	|  38.972         	|
optimizer_step_with_closure_0      	|  0.25114        	|1000           	|  251.14         	|  14.358         	|
get_train_batch                    	|  0.0068063      	|8500           	|  57.854         	|  3.3074         	|
fetch_next_train_batch             	|  0.006787       	|8500           	|  57.69          	|  3.2981         	|
on_train_batch_end                 	|  0.0011057      	|8000           	|  8.8459         	|  0.50572        	|
training_batch_to_device           	|  0.00023587     	|8000           	|  1.887          	|  0.10788        	|
zero_grad                          	|  0.0013996      	|1000           	|  1.3996         	|  0.080015       	|
on_train_batch_start               	|  9.1895e-05     	|8000           	|  0.73516        	|  0.042029       	|
on_train_epoch_start               	|  0.00028791     	|500            	|  0.14395        	|  0.0082297      	|
on_batch_start                     	|  1.7318e-05     	|8000           	|  0.13854        	|  0.0079203      	|
on_train_epoch_end                 	|  0.00026467     	|500            	|  0.13233        	|  0.0075654      	|
on_before_backward                 	|  1.3775e-05     	|8000           	|  0.1102         	|  0.0063         	|
on_batch_end                       	|  1.3697e-05     	|8000           	|  0.10957        	|  0.0062642      	|
on_after_backward                  	|  1.147e-05      	|8000           	|  0.091763       	|  0.0052461      	|
training_step_end                  	|  6.4279e-06     	|8000           	|  0.051423       	|  0.0029398      	|
on_train_end                       	|  0.024315       	|1              	|  0.024315       	|  0.0013901      	|
on_pretrain_routine_start          	|  0.022948       	|1              	|  0.022948       	|  0.0013119      	|
on_before_zero_grad                	|  2.1251e-05     	|1000           	|  0.021251       	|  0.0012149      	|
on_before_optimizer_step           	|  1.3484e-05     	|1000           	|  0.013484       	|  0.00077086     	|
configure_optimizers               	|  0.0080755      	|1              	|  0.0080755      	|  0.00046167     	|
on_epoch_start                     	|  1.0643e-05     	|500            	|  0.0053216      	|  0.00030423     	|
on_epoch_end                       	|  1.0015e-05     	|500            	|  0.0050075      	|  0.00028627     	|
on_train_start                     	|  0.00074065     	|1              	|  0.00074065     	|  4.2343e-05     	|
on_fit_end                         	|  2.1992e-05     	|1              	|  2.1992e-05     	|  1.2573e-06     	|
setup                              	|  2.1641e-05     	|1              	|  2.1641e-05     	|  1.2372e-06     	|
on_before_accelerator_backend_setup	|  2.116e-05      	|1              	|  2.116e-05      	|  1.2097e-06     	|
on_configure_sharded_model         	|  1.7813e-05     	|1              	|  1.7813e-05     	|  1.0184e-06     	|
on_fit_start                       	|  1.6912e-05     	|1              	|  1.6912e-05     	|  9.6685e-07     	|
on_pretrain_routine_end            	|  1.0179e-05     	|1              	|  1.0179e-05     	|  5.8192e-07     	|
teardown                           	|  1.0139e-05     	|1              	|  1.0139e-05     	|  5.7964e-07     	|
prepare_data                       	|  8.4559e-06     	|1              	|  8.4559e-06     	|  4.8342e-07     	|
configure_callbacks                	|  5.4701e-06     	|1              	|  5.4701e-06     	|  3.1272e-07     	|
configure_sharded_model            	|  5.149e-06      	|1              	|  5.149e-06      	|  2.9437e-07     	|
on_val_dataloader                  	|  4.519e-06      	|1              	|  4.519e-06      	|  2.5835e-07     	|
on_train_dataloader                	|  4.1381e-06     	|1              	|  4.1381e-06     	|  2.3657e-07     	|
