FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1554.9         	|  100 %          	|
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run_training_epoch                 	|  72.943         	|21             	|  1531.8         	|  98.516         	|
run_training_batch                 	|  0.18771        	|8000           	|  1501.7         	|  96.579         	|
training_step_and_backward         	|  0.17752        	|8000           	|  1420.2         	|  91.336         	|
model_forward                      	|  0.093964       	|8000           	|  751.71         	|  48.345         	|
training_step                      	|  0.093831       	|8000           	|  750.65         	|  48.277         	|
backward                           	|  0.083375       	|8000           	|  667.0          	|  42.897         	|
optimizer_step_with_closure_0      	|  0.23631        	|1000           	|  236.31         	|  15.198         	|
get_train_batch                    	|  0.0018275      	|8021           	|  14.658         	|  0.94273        	|
fetch_next_train_batch             	|  0.0018112      	|8021           	|  14.528         	|  0.93434        	|
on_train_batch_end                 	|  0.0010669      	|8000           	|  8.5348         	|  0.54891        	|
training_batch_to_device           	|  0.00021284     	|8000           	|  1.7027         	|  0.10951        	|
zero_grad                          	|  0.0013235      	|1000           	|  1.3235         	|  0.085116       	|
on_train_batch_start               	|  9.0051e-05     	|8000           	|  0.72041        	|  0.046332       	|
on_batch_start                     	|  1.4849e-05     	|8000           	|  0.11879        	|  0.0076401      	|
on_batch_end                       	|  1.3906e-05     	|8000           	|  0.11125        	|  0.0071546      	|
on_before_backward                 	|  1.2923e-05     	|8000           	|  0.10338        	|  0.0066489      	|
on_after_backward                  	|  1.1386e-05     	|8000           	|  0.091084       	|  0.0058579      	|
training_step_end                  	|  5.8308e-06     	|8000           	|  0.046646       	|  0.003          	|
on_train_end                       	|  0.02607        	|1              	|  0.02607        	|  0.0016767      	|
on_pretrain_routine_start          	|  0.022444       	|1              	|  0.022444       	|  0.0014435      	|
on_before_zero_grad                	|  1.3269e-05     	|1000           	|  0.013269       	|  0.00085339     	|
on_before_optimizer_step           	|  1.1372e-05     	|1000           	|  0.011372       	|  0.0007314      	|
configure_optimizers               	|  0.0088473      	|1              	|  0.0088473      	|  0.000569       	|
on_train_epoch_start               	|  0.00028843     	|21             	|  0.0060569      	|  0.00038954     	|
on_train_epoch_end                 	|  0.00028069     	|21             	|  0.0058945      	|  0.0003791      	|
on_train_start                     	|  0.0006985      	|1              	|  0.0006985      	|  4.4923e-05     	|
on_epoch_start                     	|  1.121e-05      	|21             	|  0.0002354      	|  1.5139e-05     	|
on_epoch_end                       	|  1.0392e-05     	|21             	|  0.00021824     	|  1.4036e-05     	|
on_before_accelerator_backend_setup	|  2.3233e-05     	|1              	|  2.3233e-05     	|  1.4942e-06     	|
on_fit_end                         	|  2.2081e-05     	|1              	|  2.2081e-05     	|  1.4201e-06     	|
on_fit_start                       	|  1.7583e-05     	|1              	|  1.7583e-05     	|  1.1308e-06     	|
setup                              	|  1.4667e-05     	|1              	|  1.4667e-05     	|  9.4328e-07     	|
on_configure_sharded_model         	|  1.4307e-05     	|1              	|  1.4307e-05     	|  9.2013e-07     	|
teardown                           	|  1.1361e-05     	|1              	|  1.1361e-05     	|  7.3066e-07     	|
on_pretrain_routine_end            	|  1.077e-05      	|1              	|  1.077e-05      	|  6.9266e-07     	|
prepare_data                       	|  8.8259e-06     	|1              	|  8.8259e-06     	|  5.6763e-07     	|
configure_callbacks                	|  7.3642e-06     	|1              	|  7.3642e-06     	|  4.7362e-07     	|
configure_sharded_model            	|  4.899e-06      	|1              	|  4.899e-06      	|  3.1507e-07     	|
on_val_dataloader                  	|  4.6592e-06     	|1              	|  4.6592e-06     	|  2.9965e-07     	|
on_train_dataloader                	|  4.2978e-06     	|1              	|  4.2978e-06     	|  2.7641e-07     	|
