FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  365.08         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  16.245         	|21             	|  341.14         	|  93.443         	|
run_training_batch                 	|  0.29383        	|1000           	|  293.83         	|  80.484         	|
optimizer_step_with_closure_0      	|  0.29052        	|1000           	|  290.52         	|  79.576         	|
training_step_and_backward         	|  0.22407        	|1000           	|  224.07         	|  61.375         	|
backward                           	|  0.11232        	|1000           	|  112.32         	|  30.765         	|
model_forward                      	|  0.11018        	|1000           	|  110.18         	|  30.179         	|
training_step                      	|  0.10998        	|1000           	|  109.98         	|  30.124         	|
get_train_batch                    	|  0.009257       	|1021           	|  9.4514         	|  2.5889         	|
fetch_next_train_batch             	|  0.0092309      	|1021           	|  9.4247         	|  2.5816         	|
on_train_batch_end                 	|  0.0025156      	|1000           	|  2.5156         	|  0.68905        	|
zero_grad                          	|  0.0015376      	|1000           	|  1.5376         	|  0.42118        	|
training_batch_to_device           	|  0.0002831      	|1000           	|  0.2831         	|  0.077544       	|
on_train_batch_start               	|  9.6199e-05     	|1000           	|  0.096199       	|  0.02635        	|
on_train_end                       	|  0.061825       	|1              	|  0.061825       	|  0.016935       	|
on_after_backward                  	|  2.5933e-05     	|1000           	|  0.025933       	|  0.0071033      	|
on_pretrain_routine_start          	|  0.023937       	|1              	|  0.023937       	|  0.0065567      	|
on_batch_start                     	|  2.2343e-05     	|1000           	|  0.022343       	|  0.0061201      	|
configure_optimizers               	|  0.019515       	|1              	|  0.019515       	|  0.0053454      	|
on_before_zero_grad                	|  1.7009e-05     	|1000           	|  0.017009       	|  0.0046589      	|
on_batch_end                       	|  1.6207e-05     	|1000           	|  0.016207       	|  0.0044393      	|
on_before_backward                 	|  1.4167e-05     	|1000           	|  0.014167       	|  0.0038805      	|
on_before_optimizer_step           	|  1.3901e-05     	|1000           	|  0.013901       	|  0.0038077      	|
on_train_epoch_end                 	|  0.00046199     	|21             	|  0.0097017      	|  0.0026574      	|
on_train_epoch_start               	|  0.00038711     	|21             	|  0.0081292      	|  0.0022267      	|
training_step_end                  	|  7.3358e-06     	|1000           	|  0.0073358      	|  0.0020094      	|
on_train_start                     	|  0.0011484      	|1              	|  0.0011484      	|  0.00031455     	|
on_epoch_start                     	|  1.2975e-05     	|21             	|  0.00027247     	|  7.4633e-05     	|
on_epoch_end                       	|  1.1492e-05     	|21             	|  0.00024132     	|  6.6101e-05     	|
on_fit_end                         	|  6.6999e-05     	|1              	|  6.6999e-05     	|  1.8352e-05     	|
on_fit_start                       	|  4.5396e-05     	|1              	|  4.5396e-05     	|  1.2435e-05     	|
on_before_accelerator_backend_setup	|  2.908e-05      	|1              	|  2.908e-05      	|  7.9653e-06     	|
setup                              	|  2.5371e-05     	|1              	|  2.5371e-05     	|  6.9495e-06     	|
on_configure_sharded_model         	|  2.5006e-05     	|1              	|  2.5006e-05     	|  6.8495e-06     	|
teardown                           	|  1.8071e-05     	|1              	|  1.8071e-05     	|  4.95e-06       	|
on_pretrain_routine_end            	|  1.4475e-05     	|1              	|  1.4475e-05     	|  3.9648e-06     	|
prepare_data                       	|  1.1323e-05     	|1              	|  1.1323e-05     	|  3.1015e-06     	|
configure_sharded_model            	|  9.628e-06      	|1              	|  9.628e-06      	|  2.6372e-06     	|
on_train_dataloader                	|  9.4268e-06     	|1              	|  9.4268e-06     	|  2.5821e-06     	|
on_val_dataloader                  	|  8.3894e-06     	|1              	|  8.3894e-06     	|  2.298e-06      	|
configure_callbacks                	|  8.1379e-06     	|1              	|  8.1379e-06     	|  2.2291e-06     	|
