FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1546.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.18          	|63             	|  1523.4         	|  98.513         	|
run_training_batch                 	|  0.18603        	|8000           	|  1488.3         	|  96.243         	|
training_step_and_backward         	|  0.17588        	|8000           	|  1407.1         	|  90.993         	|
model_forward                      	|  0.092479       	|8000           	|  739.83         	|  47.844         	|
training_step                      	|  0.092347       	|8000           	|  738.78         	|  47.776         	|
backward                           	|  0.083225       	|8000           	|  665.8          	|  43.057         	|
optimizer_step_with_closure_0      	|  0.23414        	|1000           	|  234.14         	|  15.142         	|
get_train_batch                    	|  0.0022817      	|8063           	|  18.397         	|  1.1897         	|
fetch_next_train_batch             	|  0.0022649      	|8063           	|  18.262         	|  1.181          	|
on_train_batch_end                 	|  0.0010722      	|8000           	|  8.5777         	|  0.55471        	|
training_batch_to_device           	|  0.000211       	|8000           	|  1.688          	|  0.10916        	|
zero_grad                          	|  0.0012889      	|1000           	|  1.2889         	|  0.083352       	|
on_train_batch_start               	|  8.8272e-05     	|8000           	|  0.70617        	|  0.045667       	|
on_batch_start                     	|  1.4223e-05     	|8000           	|  0.11378        	|  0.0073582      	|
on_before_backward                 	|  1.3751e-05     	|8000           	|  0.11001        	|  0.0071141      	|
on_batch_end                       	|  1.3214e-05     	|8000           	|  0.10571        	|  0.0068362      	|
on_after_backward                  	|  1.1218e-05     	|8000           	|  0.089748       	|  0.0058039      	|
training_step_end                  	|  5.7912e-06     	|8000           	|  0.04633        	|  0.0029961      	|
on_train_end                       	|  0.025257       	|1              	|  0.025257       	|  0.0016333      	|
on_pretrain_routine_start          	|  0.022855       	|1              	|  0.022855       	|  0.001478       	|
on_train_epoch_start               	|  0.00029453     	|63             	|  0.018555       	|  0.0011999      	|
on_train_epoch_end                 	|  0.00028869     	|63             	|  0.018187       	|  0.0011761      	|
on_before_zero_grad                	|  1.4838e-05     	|1000           	|  0.014838       	|  0.00095956     	|
on_before_optimizer_step           	|  1.1914e-05     	|1000           	|  0.011914       	|  0.00077044     	|
configure_optimizers               	|  0.0082792      	|1              	|  0.0082792      	|  0.0005354      	|
on_train_start                     	|  0.00072623     	|1              	|  0.00072623     	|  4.6964e-05     	|
on_epoch_start                     	|  1.0411e-05     	|63             	|  0.00065591     	|  4.2417e-05     	|
on_epoch_end                       	|  9.9894e-06     	|63             	|  0.00062933     	|  4.0698e-05     	|
on_before_accelerator_backend_setup	|  2.2803e-05     	|1              	|  2.2803e-05     	|  1.4746e-06     	|
on_fit_end                         	|  2.0679e-05     	|1              	|  2.0679e-05     	|  1.3373e-06     	|
on_fit_start                       	|  1.623e-05      	|1              	|  1.623e-05      	|  1.0496e-06     	|
on_configure_sharded_model         	|  1.3736e-05     	|1              	|  1.3736e-05     	|  8.8828e-07     	|
setup                              	|  1.3085e-05     	|1              	|  1.3085e-05     	|  8.4619e-07     	|
teardown                           	|  1.0951e-05     	|1              	|  1.0951e-05     	|  7.0818e-07     	|
on_pretrain_routine_end            	|  9.9689e-06     	|1              	|  9.9689e-06     	|  6.4467e-07     	|
prepare_data                       	|  8.215e-06      	|1              	|  8.215e-06      	|  5.3125e-07     	|
configure_callbacks                	|  6.261e-06      	|1              	|  6.261e-06      	|  4.0489e-07     	|
on_train_dataloader                	|  5.1791e-06     	|1              	|  5.1791e-06     	|  3.3492e-07     	|
on_val_dataloader                  	|  4.479e-06      	|1              	|  4.479e-06      	|  2.8965e-07     	|
configure_sharded_model            	|  4.3279e-06     	|1              	|  4.3279e-06     	|  2.7988e-07     	|
