FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1538.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.06          	|63             	|  1515.8         	|  98.516         	|
run_training_batch                 	|  0.18513        	|8000           	|  1481.0         	|  96.258         	|
training_step_and_backward         	|  0.17511        	|8000           	|  1400.8         	|  91.046         	|
model_forward                      	|  0.09236        	|8000           	|  738.88         	|  48.022         	|
training_step                      	|  0.092226       	|8000           	|  737.81         	|  47.953         	|
backward                           	|  0.082561       	|8000           	|  660.49         	|  42.928         	|
optimizer_step_with_closure_0      	|  0.23382        	|1000           	|  233.82         	|  15.197         	|
get_train_batch                    	|  0.0022415      	|8063           	|  18.073         	|  1.1746         	|
fetch_next_train_batch             	|  0.0022252      	|8063           	|  17.942         	|  1.1661         	|
on_train_batch_end                 	|  0.0010716      	|8000           	|  8.5725         	|  0.55716        	|
training_batch_to_device           	|  0.00021522     	|8000           	|  1.7217         	|  0.1119         	|
zero_grad                          	|  0.0013359      	|1000           	|  1.3359         	|  0.086824       	|
on_train_batch_start               	|  8.9311e-05     	|8000           	|  0.71449        	|  0.046438       	|
on_batch_start                     	|  1.4304e-05     	|8000           	|  0.11443        	|  0.0074374      	|
on_batch_end                       	|  1.2789e-05     	|8000           	|  0.10231        	|  0.0066498      	|
on_before_backward                 	|  1.2285e-05     	|8000           	|  0.098281       	|  0.0063876      	|
on_after_backward                  	|  1.2193e-05     	|8000           	|  0.097542       	|  0.0063396      	|
training_step_end                  	|  5.5779e-06     	|8000           	|  0.044623       	|  0.0029002      	|
on_train_end                       	|  0.024928       	|1              	|  0.024928       	|  0.0016202      	|
on_pretrain_routine_start          	|  0.022933       	|1              	|  0.022933       	|  0.0014905      	|
on_train_epoch_start               	|  0.00029633     	|63             	|  0.018669       	|  0.0012134      	|
on_train_epoch_end                 	|  0.0002746      	|63             	|  0.0173         	|  0.0011244      	|
on_before_zero_grad                	|  1.4147e-05     	|1000           	|  0.014147       	|  0.00091948     	|
on_before_optimizer_step           	|  1.1664e-05     	|1000           	|  0.011664       	|  0.00075807     	|
configure_optimizers               	|  0.0082102      	|1              	|  0.0082102      	|  0.00053361     	|
on_train_start                     	|  0.00072005     	|1              	|  0.00072005     	|  4.6799e-05     	|
on_epoch_start                     	|  1.0308e-05     	|63             	|  0.00064942     	|  4.2208e-05     	|
on_epoch_end                       	|  1.0094e-05     	|63             	|  0.00063595     	|  4.1333e-05     	|
on_fit_end                         	|  2.158e-05      	|1              	|  2.158e-05      	|  1.4026e-06     	|
on_before_accelerator_backend_setup	|  2.091e-05      	|1              	|  2.091e-05      	|  1.359e-06      	|
on_fit_start                       	|  1.6542e-05     	|1              	|  1.6542e-05     	|  1.0751e-06     	|
on_pretrain_routine_end            	|  1.5109e-05     	|1              	|  1.5109e-05     	|  9.8198e-07     	|
setup                              	|  1.3946e-05     	|1              	|  1.3946e-05     	|  9.0641e-07     	|
on_configure_sharded_model         	|  1.3625e-05     	|1              	|  1.3625e-05     	|  8.8554e-07     	|
teardown                           	|  1.0179e-05     	|1              	|  1.0179e-05     	|  6.6156e-07     	|
prepare_data                       	|  7.4741e-06     	|1              	|  7.4741e-06     	|  4.8577e-07     	|
configure_callbacks                	|  6.011e-06      	|1              	|  6.011e-06      	|  3.9068e-07     	|
on_train_dataloader                	|  4.699e-06      	|1              	|  4.699e-06      	|  3.054e-07      	|
on_val_dataloader                  	|  4.5078e-06     	|1              	|  4.5078e-06     	|  2.9298e-07     	|
configure_sharded_model            	|  4.3982e-06     	|1              	|  4.3982e-06     	|  2.8585e-07     	|
