FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1540.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.273         	|21             	|  1517.7         	|  98.498         	|
run_training_batch                 	|  0.18596        	|8000           	|  1487.7         	|  96.548         	|
training_step_and_backward         	|  0.17583        	|8000           	|  1406.6         	|  91.289         	|
model_forward                      	|  0.09374        	|8000           	|  749.92         	|  48.669         	|
training_step                      	|  0.093608       	|8000           	|  748.87         	|  48.6           	|
backward                           	|  0.081903       	|8000           	|  655.23         	|  42.523         	|
optimizer_step_with_closure_0      	|  0.2354         	|1000           	|  235.4          	|  15.277         	|
get_train_batch                    	|  0.0018221      	|8021           	|  14.615         	|  0.94849        	|
fetch_next_train_batch             	|  0.0018061      	|8021           	|  14.487         	|  0.94018        	|
on_train_batch_end                 	|  0.0010604      	|8000           	|  8.4829         	|  0.55053        	|
training_batch_to_device           	|  0.00021079     	|8000           	|  1.6863         	|  0.10944        	|
zero_grad                          	|  0.0013518      	|1000           	|  1.3518         	|  0.087727       	|
on_train_batch_start               	|  8.9548e-05     	|8000           	|  0.71638        	|  0.046492       	|
on_batch_start                     	|  1.4243e-05     	|8000           	|  0.11394        	|  0.0073947      	|
on_before_backward                 	|  1.3079e-05     	|8000           	|  0.10463        	|  0.0067906      	|
on_batch_end                       	|  1.2923e-05     	|8000           	|  0.10338        	|  0.0067094      	|
on_after_backward                  	|  1.1299e-05     	|8000           	|  0.090396       	|  0.0058665      	|
training_step_end                  	|  5.4847e-06     	|8000           	|  0.043878       	|  0.0028476      	|
on_train_end                       	|  0.025975       	|1              	|  0.025975       	|  0.0016857      	|
on_pretrain_routine_start          	|  0.022817       	|1              	|  0.022817       	|  0.0014808      	|
on_before_zero_grad                	|  1.4339e-05     	|1000           	|  0.014339       	|  0.00093055     	|
on_before_optimizer_step           	|  1.0985e-05     	|1000           	|  0.010985       	|  0.00071293     	|
configure_optimizers               	|  0.008685       	|1              	|  0.008685       	|  0.00056364     	|
on_train_epoch_start               	|  0.00029991     	|21             	|  0.006298       	|  0.00040873     	|
on_train_epoch_end                 	|  0.00027887     	|21             	|  0.0058562      	|  0.00038006     	|
on_train_start                     	|  0.0007136      	|1              	|  0.0007136      	|  4.6311e-05     	|
on_epoch_start                     	|  1.0792e-05     	|21             	|  0.00022662     	|  1.4707e-05     	|
on_epoch_end                       	|  9.8513e-06     	|21             	|  0.00020688     	|  1.3426e-05     	|
on_fit_end                         	|  2.0818e-05     	|1              	|  2.0818e-05     	|  1.3511e-06     	|
on_before_accelerator_backend_setup	|  2.0619e-05     	|1              	|  2.0619e-05     	|  1.3381e-06     	|
on_fit_start                       	|  1.8294e-05     	|1              	|  1.8294e-05     	|  1.1872e-06     	|
on_configure_sharded_model         	|  1.3796e-05     	|1              	|  1.3796e-05     	|  8.9533e-07     	|
setup                              	|  1.3345e-05     	|1              	|  1.3345e-05     	|  8.6606e-07     	|
teardown                           	|  1.1671e-05     	|1              	|  1.1671e-05     	|  7.5742e-07     	|
on_pretrain_routine_end            	|  9.788e-06      	|1              	|  9.788e-06      	|  6.3522e-07     	|
prepare_data                       	|  9.2771e-06     	|1              	|  9.2771e-06     	|  6.0207e-07     	|
configure_callbacks                	|  6.763e-06      	|1              	|  6.763e-06      	|  4.3891e-07     	|
on_val_dataloader                  	|  4.689e-06      	|1              	|  4.689e-06      	|  3.0431e-07     	|
configure_sharded_model            	|  4.549e-06      	|1              	|  4.549e-06      	|  2.9523e-07     	|
on_train_dataloader                	|  4.1381e-06     	|1              	|  4.1381e-06     	|  2.6856e-07     	|
