FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  679.63         	|  100 %          	|
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run_training_epoch                 	|  3.9465         	|167            	|  659.07         	|  96.974         	|
run_training_batch                 	|  0.2825         	|1000           	|  282.5          	|  41.566         	|
optimizer_step_with_closure_0      	|  0.2785         	|1000           	|  278.5          	|  40.978         	|
training_step_and_backward         	|  0.21184        	|1000           	|  211.84         	|  31.169         	|
model_forward                      	|  0.11307        	|1000           	|  113.07         	|  16.637         	|
training_step                      	|  0.11288        	|1000           	|  112.88         	|  16.609         	|
backward                           	|  0.09724        	|1000           	|  97.24          	|  14.308         	|
get_train_batch                    	|  0.075199       	|1167           	|  87.757         	|  12.912         	|
fetch_next_train_batch             	|  0.075171       	|1167           	|  87.724         	|  12.908         	|
on_train_batch_end                 	|  0.0020642      	|1000           	|  2.0642         	|  0.30372        	|
zero_grad                          	|  0.0014942      	|1000           	|  1.4942         	|  0.21986        	|
training_batch_to_device           	|  0.0003654      	|1000           	|  0.3654         	|  0.053765       	|
on_train_batch_start               	|  9.8956e-05     	|1000           	|  0.098956       	|  0.01456        	|
on_train_epoch_start               	|  0.00032682     	|167            	|  0.054579       	|  0.0080307      	|
on_train_epoch_end                 	|  0.00031841     	|167            	|  0.053175       	|  0.0078241      	|
on_train_end                       	|  0.045327       	|1              	|  0.045327       	|  0.0066694      	|
on_batch_start                     	|  2.9115e-05     	|1000           	|  0.029115       	|  0.0042839      	|
on_pretrain_routine_start          	|  0.022956       	|1              	|  0.022956       	|  0.0033776      	|
on_after_backward                  	|  2.1864e-05     	|1000           	|  0.021864       	|  0.0032171      	|
on_before_zero_grad                	|  1.8675e-05     	|1000           	|  0.018675       	|  0.0027477      	|
on_before_optimizer_step           	|  1.5836e-05     	|1000           	|  0.015836       	|  0.0023301      	|
on_batch_end                       	|  1.5017e-05     	|1000           	|  0.015017       	|  0.0022095      	|
configure_optimizers               	|  0.013556       	|1              	|  0.013556       	|  0.0019947      	|
on_before_backward                 	|  1.2698e-05     	|1000           	|  0.012698       	|  0.0018684      	|
training_step_end                  	|  7.1935e-06     	|1000           	|  0.0071935      	|  0.0010584      	|
on_train_start                     	|  0.0020619      	|1              	|  0.0020619      	|  0.00030339     	|
on_epoch_end                       	|  1.1978e-05     	|167            	|  0.0020003      	|  0.00029432     	|
on_epoch_start                     	|  1.1725e-05     	|167            	|  0.001958       	|  0.0002881      	|
on_fit_end                         	|  5.9344e-05     	|1              	|  5.9344e-05     	|  8.7318e-06     	|
on_fit_start                       	|  4.3802e-05     	|1              	|  4.3802e-05     	|  6.4449e-06     	|
on_before_accelerator_backend_setup	|  2.7843e-05     	|1              	|  2.7843e-05     	|  4.0967e-06     	|
setup                              	|  2.4656e-05     	|1              	|  2.4656e-05     	|  3.6278e-06     	|
on_configure_sharded_model         	|  2.2288e-05     	|1              	|  2.2288e-05     	|  3.2795e-06     	|
teardown                           	|  1.7889e-05     	|1              	|  1.7889e-05     	|  2.6321e-06     	|
on_pretrain_routine_end            	|  1.6415e-05     	|1              	|  1.6415e-05     	|  2.4153e-06     	|
configure_callbacks                	|  1.1221e-05     	|1              	|  1.1221e-05     	|  1.651e-06      	|
on_train_dataloader                	|  8.1733e-06     	|1              	|  8.1733e-06     	|  1.2026e-06     	|
on_val_dataloader                  	|  8.1118e-06     	|1              	|  8.1118e-06     	|  1.1936e-06     	|
configure_sharded_model            	|  7.784e-06      	|1              	|  7.784e-06      	|  1.1453e-06     	|
prepare_data                       	|  7.3276e-06     	|1              	|  7.3276e-06     	|  1.0782e-06     	|
