FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1548.5         	|  100 %          	|
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run_training_epoch                 	|  72.634         	|21             	|  1525.3         	|  98.503         	|
run_training_batch                 	|  0.18692        	|8000           	|  1495.4         	|  96.568         	|
training_step_and_backward         	|  0.17679        	|8000           	|  1414.3         	|  91.336         	|
model_forward                      	|  0.093603       	|8000           	|  748.82         	|  48.358         	|
training_step                      	|  0.09347        	|8000           	|  747.76         	|  48.289         	|
backward                           	|  0.083009       	|8000           	|  664.07         	|  42.885         	|
optimizer_step_with_closure_0      	|  0.23583        	|1000           	|  235.83         	|  15.23          	|
get_train_batch                    	|  0.0018123      	|8021           	|  14.537         	|  0.93877        	|
fetch_next_train_batch             	|  0.0017963      	|8021           	|  14.408         	|  0.93046        	|
on_train_batch_end                 	|  0.0010617      	|8000           	|  8.4936         	|  0.54851        	|
training_batch_to_device           	|  0.0002098      	|8000           	|  1.6784         	|  0.10839        	|
zero_grad                          	|  0.001308       	|1000           	|  1.308          	|  0.084471       	|
on_train_batch_start               	|  8.9843e-05     	|8000           	|  0.71875        	|  0.046416       	|
on_batch_start                     	|  1.4533e-05     	|8000           	|  0.11626        	|  0.0075081      	|
on_batch_end                       	|  1.2985e-05     	|8000           	|  0.10388        	|  0.0067084      	|
on_before_backward                 	|  1.2294e-05     	|8000           	|  0.098355       	|  0.0063516      	|
on_after_backward                  	|  1.2117e-05     	|8000           	|  0.096936       	|  0.00626        	|
training_step_end                  	|  5.6919e-06     	|8000           	|  0.045535       	|  0.0029406      	|
on_train_end                       	|  0.025622       	|1              	|  0.025622       	|  0.0016546      	|
on_pretrain_routine_start          	|  0.02213        	|1              	|  0.02213        	|  0.0014291      	|
on_before_zero_grad                	|  1.371e-05      	|1000           	|  0.01371        	|  0.0008854      	|
on_before_optimizer_step           	|  1.0638e-05     	|1000           	|  0.010638       	|  0.00068699     	|
configure_optimizers               	|  0.0082207      	|1              	|  0.0082207      	|  0.00053088     	|
on_train_epoch_start               	|  0.00028045     	|21             	|  0.0058894      	|  0.00038033     	|
on_train_epoch_end                 	|  0.00027006     	|21             	|  0.0056713      	|  0.00036624     	|
on_train_start                     	|  0.00066727     	|1              	|  0.00066727     	|  4.3091e-05     	|
on_epoch_start                     	|  1.0739e-05     	|21             	|  0.00022552     	|  1.4564e-05     	|
on_epoch_end                       	|  1.0241e-05     	|21             	|  0.00021506     	|  1.3888e-05     	|
on_fit_end                         	|  2.3834e-05     	|1              	|  2.3834e-05     	|  1.5392e-06     	|
on_before_accelerator_backend_setup	|  2.2362e-05     	|1              	|  2.2362e-05     	|  1.4441e-06     	|
on_fit_start                       	|  1.603e-05      	|1              	|  1.603e-05      	|  1.0352e-06     	|
on_configure_sharded_model         	|  1.3826e-05     	|1              	|  1.3826e-05     	|  8.9288e-07     	|
setup                              	|  1.3345e-05     	|1              	|  1.3345e-05     	|  8.618e-07      	|
on_pretrain_routine_end            	|  1.032e-05      	|1              	|  1.032e-05      	|  6.6645e-07     	|
teardown                           	|  1.0289e-05     	|1              	|  1.0289e-05     	|  6.6445e-07     	|
prepare_data                       	|  8.286e-06      	|1              	|  8.286e-06      	|  5.351e-07      	|
configure_callbacks                	|  6.7831e-06     	|1              	|  6.7831e-06     	|  4.3804e-07     	|
configure_sharded_model            	|  4.6589e-06     	|1              	|  4.6589e-06     	|  3.0087e-07     	|
on_val_dataloader                  	|  4.5178e-06     	|1              	|  4.5178e-06     	|  2.9176e-07     	|
on_train_dataloader                	|  4.0771e-06     	|1              	|  4.0771e-06     	|  2.6329e-07     	|
