FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1549.4         	|  100 %          	|
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run_training_epoch                 	|  72.679         	|21             	|  1526.3         	|  98.504         	|
run_training_batch                 	|  0.18701        	|8000           	|  1496.1         	|  96.558         	|
training_step_and_backward         	|  0.17672        	|8000           	|  1413.8         	|  91.244         	|
model_forward                      	|  0.09348        	|8000           	|  747.84         	|  48.265         	|
training_step                      	|  0.093348       	|8000           	|  746.79         	|  48.197         	|
backward                           	|  0.083059       	|8000           	|  664.47         	|  42.885         	|
optimizer_step_with_closure_0      	|  0.23674        	|1000           	|  236.74         	|  15.279         	|
get_train_batch                    	|  0.0018306      	|8021           	|  14.683         	|  0.94765        	|
fetch_next_train_batch             	|  0.0018147      	|8021           	|  14.556         	|  0.93941        	|
on_train_batch_end                 	|  0.0010716      	|8000           	|  8.5726         	|  0.55327        	|
training_batch_to_device           	|  0.00021027     	|8000           	|  1.6821         	|  0.10856        	|
zero_grad                          	|  0.0013297      	|1000           	|  1.3297         	|  0.085821       	|
on_train_batch_start               	|  9.0133e-05     	|8000           	|  0.72106        	|  0.046537       	|
on_batch_start                     	|  1.4734e-05     	|8000           	|  0.11787        	|  0.0076074      	|
on_before_backward                 	|  1.3476e-05     	|8000           	|  0.10781        	|  0.0069581      	|
on_batch_end                       	|  1.2989e-05     	|8000           	|  0.10391        	|  0.0067062      	|
on_after_backward                  	|  1.1972e-05     	|8000           	|  0.095778       	|  0.0061815      	|
training_step_end                  	|  5.3693e-06     	|8000           	|  0.042955       	|  0.0027723      	|
on_train_end                       	|  0.026412       	|1              	|  0.026412       	|  0.0017046      	|
on_pretrain_routine_start          	|  0.023076       	|1              	|  0.023076       	|  0.0014893      	|
on_before_zero_grad                	|  1.4354e-05     	|1000           	|  0.014354       	|  0.00092638     	|
on_before_optimizer_step           	|  1.0705e-05     	|1000           	|  0.010705       	|  0.0006909      	|
configure_optimizers               	|  0.0085697      	|1              	|  0.0085697      	|  0.00055308     	|
on_train_epoch_end                 	|  0.00028605     	|21             	|  0.0060071      	|  0.00038769     	|
on_train_epoch_start               	|  0.00028436     	|21             	|  0.0059715      	|  0.00038539     	|
on_train_start                     	|  0.00071255     	|1              	|  0.00071255     	|  4.5988e-05     	|
on_epoch_start                     	|  1.0841e-05     	|21             	|  0.00022767     	|  1.4693e-05     	|
on_epoch_end                       	|  1.0505e-05     	|21             	|  0.00022061     	|  1.4238e-05     	|
on_fit_end                         	|  2.131e-05      	|1              	|  2.131e-05      	|  1.3753e-06     	|
on_before_accelerator_backend_setup	|  2.0669e-05     	|1              	|  2.0669e-05     	|  1.334e-06      	|
on_fit_start                       	|  1.8044e-05     	|1              	|  1.8044e-05     	|  1.1645e-06     	|
setup                              	|  1.3455e-05     	|1              	|  1.3455e-05     	|  8.6838e-07     	|
on_configure_sharded_model         	|  1.3405e-05     	|1              	|  1.3405e-05     	|  8.6515e-07     	|
teardown                           	|  1.071e-05      	|1              	|  1.071e-05      	|  6.9121e-07     	|
on_pretrain_routine_end            	|  1.044e-05      	|1              	|  1.044e-05      	|  6.7378e-07     	|
prepare_data                       	|  6.9831e-06     	|1              	|  6.9831e-06     	|  4.5068e-07     	|
configure_callbacks                	|  6.3411e-06     	|1              	|  6.3411e-06     	|  4.0925e-07     	|
configure_sharded_model            	|  4.8589e-06     	|1              	|  4.8589e-06     	|  3.1359e-07     	|
on_val_dataloader                  	|  4.6091e-06     	|1              	|  4.6091e-06     	|  2.9747e-07     	|
on_train_dataloader                	|  4.1681e-06     	|1              	|  4.1681e-06     	|  2.6901e-07     	|
