FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1559.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  73.167         	|21             	|  1536.5         	|  98.505         	|
run_training_batch                 	|  0.18829        	|8000           	|  1506.4         	|  96.573         	|
training_step_and_backward         	|  0.17796        	|8000           	|  1423.7         	|  91.272         	|
model_forward                      	|  0.093701       	|8000           	|  749.61         	|  48.057         	|
training_step                      	|  0.093569       	|8000           	|  748.55         	|  47.99          	|
backward                           	|  0.084074       	|8000           	|  672.59         	|  43.12          	|
optimizer_step_with_closure_0      	|  0.23753        	|1000           	|  237.53         	|  15.228         	|
get_train_batch                    	|  0.0018299      	|8021           	|  14.678         	|  0.941          	|
fetch_next_train_batch             	|  0.0018142      	|8021           	|  14.551         	|  0.93289        	|
on_train_batch_end                 	|  0.0010739      	|8000           	|  8.5913         	|  0.55079        	|
training_batch_to_device           	|  0.00020838     	|8000           	|  1.667          	|  0.10687        	|
zero_grad                          	|  0.0013312      	|1000           	|  1.3312         	|  0.085346       	|
on_train_batch_start               	|  8.8908e-05     	|8000           	|  0.71126        	|  0.045599       	|
on_batch_start                     	|  1.5236e-05     	|8000           	|  0.12189        	|  0.0078144      	|
on_before_backward                 	|  1.3269e-05     	|8000           	|  0.10615        	|  0.0068052      	|
on_batch_end                       	|  1.2926e-05     	|8000           	|  0.10341        	|  0.0066297      	|
on_after_backward                  	|  1.1896e-05     	|8000           	|  0.09517        	|  0.0061014      	|
training_step_end                  	|  5.6444e-06     	|8000           	|  0.045155       	|  0.0028949      	|
on_train_end                       	|  0.025546       	|1              	|  0.025546       	|  0.0016377      	|
on_pretrain_routine_start          	|  0.023245       	|1              	|  0.023245       	|  0.0014902      	|
on_before_zero_grad                	|  1.3454e-05     	|1000           	|  0.013454       	|  0.00086257     	|
on_before_optimizer_step           	|  1.1696e-05     	|1000           	|  0.011696       	|  0.00074981     	|
configure_optimizers               	|  0.0084985      	|1              	|  0.0084985      	|  0.00054484     	|
on_train_epoch_start               	|  0.00030082     	|21             	|  0.0063172      	|  0.000405       	|
on_train_epoch_end                 	|  0.00027888     	|21             	|  0.0058566      	|  0.00037547     	|
on_train_start                     	|  0.00070905     	|1              	|  0.00070905     	|  4.5457e-05     	|
on_epoch_end                       	|  1.129e-05      	|21             	|  0.00023708     	|  1.5199e-05     	|
on_epoch_start                     	|  1.0783e-05     	|21             	|  0.00022644     	|  1.4517e-05     	|
on_fit_end                         	|  2.2282e-05     	|1              	|  2.2282e-05     	|  1.4285e-06     	|
on_before_accelerator_backend_setup	|  2.1471e-05     	|1              	|  2.1471e-05     	|  1.3765e-06     	|
on_fit_start                       	|  1.7453e-05     	|1              	|  1.7453e-05     	|  1.1189e-06     	|
setup                              	|  1.3596e-05     	|1              	|  1.3596e-05     	|  8.7165e-07     	|
on_configure_sharded_model         	|  1.3515e-05     	|1              	|  1.3515e-05     	|  8.6644e-07     	|
on_pretrain_routine_end            	|  1.0019e-05     	|1              	|  1.0019e-05     	|  6.4231e-07     	|
teardown                           	|  9.9679e-06     	|1              	|  9.9679e-06     	|  6.3905e-07     	|
prepare_data                       	|  7.8951e-06     	|1              	|  7.8951e-06     	|  5.0615e-07     	|
configure_callbacks                	|  6.9931e-06     	|1              	|  6.9931e-06     	|  4.4833e-07     	|
on_train_dataloader                	|  5.0191e-06     	|1              	|  5.0191e-06     	|  3.2178e-07     	|
on_val_dataloader                  	|  4.549e-06      	|1              	|  4.549e-06      	|  2.9164e-07     	|
configure_sharded_model            	|  4.5281e-06     	|1              	|  4.5281e-06     	|  2.903e-07      	|
