FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1539.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.074         	|63             	|  1516.6         	|  98.502         	|
run_training_batch                 	|  0.1852         	|8000           	|  1481.6         	|  96.229         	|
training_step_and_backward         	|  0.17528        	|8000           	|  1402.2         	|  91.072         	|
model_forward                      	|  0.092329       	|8000           	|  738.63         	|  47.973         	|
training_step                      	|  0.092198       	|8000           	|  737.59         	|  47.904         	|
backward                           	|  0.082767       	|8000           	|  662.14         	|  43.004         	|
optimizer_step_with_closure_0      	|  0.23175        	|1000           	|  231.75         	|  15.051         	|
get_train_batch                    	|  0.0022582      	|8063           	|  18.208         	|  1.1826         	|
fetch_next_train_batch             	|  0.0022415      	|8063           	|  18.073         	|  1.1738         	|
on_train_batch_end                 	|  0.001092       	|8000           	|  8.7358         	|  0.56737        	|
training_batch_to_device           	|  0.00020874     	|8000           	|  1.6699         	|  0.10846        	|
zero_grad                          	|  0.0013181      	|1000           	|  1.3181         	|  0.085604       	|
on_train_batch_start               	|  8.9715e-05     	|8000           	|  0.71772        	|  0.046614       	|
on_batch_start                     	|  1.4348e-05     	|8000           	|  0.11478        	|  0.0074549      	|
on_batch_end                       	|  1.2836e-05     	|8000           	|  0.10269        	|  0.0066692      	|
on_before_backward                 	|  1.2438e-05     	|8000           	|  0.099502       	|  0.0064624      	|
on_after_backward                  	|  1.1403e-05     	|8000           	|  0.091227       	|  0.005925       	|
training_step_end                  	|  5.5622e-06     	|8000           	|  0.044498       	|  0.00289        	|
on_train_end                       	|  0.024938       	|1              	|  0.024938       	|  0.0016197      	|
on_pretrain_routine_start          	|  0.022649       	|1              	|  0.022649       	|  0.001471       	|
on_train_epoch_start               	|  0.0003007      	|63             	|  0.018944       	|  0.0012304      	|
on_train_epoch_end                 	|  0.00029527     	|63             	|  0.018602       	|  0.0012082      	|
on_before_zero_grad                	|  1.3869e-05     	|1000           	|  0.013869       	|  0.00090078     	|
on_before_optimizer_step           	|  1.126e-05      	|1000           	|  0.01126        	|  0.00073131     	|
configure_optimizers               	|  0.0081189      	|1              	|  0.0081189      	|  0.00052731     	|
on_train_start                     	|  0.00073636     	|1              	|  0.00073636     	|  4.7825e-05     	|
on_epoch_end                       	|  1.0333e-05     	|63             	|  0.00065097     	|  4.2279e-05     	|
on_epoch_start                     	|  1.0254e-05     	|63             	|  0.00064601     	|  4.1957e-05     	|
on_fit_end                         	|  2.113e-05      	|1              	|  2.113e-05      	|  1.3723e-06     	|
on_before_accelerator_backend_setup	|  2.0067e-05     	|1              	|  2.0067e-05     	|  1.3033e-06     	|
on_fit_start                       	|  1.6641e-05     	|1              	|  1.6641e-05     	|  1.0808e-06     	|
on_configure_sharded_model         	|  1.3845e-05     	|1              	|  1.3845e-05     	|  8.992e-07      	|
setup                              	|  1.3586e-05     	|1              	|  1.3586e-05     	|  8.8237e-07     	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  6.5591e-07     	|
teardown                           	|  9.9789e-06     	|1              	|  9.9789e-06     	|  6.481e-07      	|
prepare_data                       	|  7.0331e-06     	|1              	|  7.0331e-06     	|  4.5678e-07     	|
configure_callbacks                	|  6.191e-06      	|1              	|  6.191e-06      	|  4.0209e-07     	|
configure_sharded_model            	|  4.8401e-06     	|1              	|  4.8401e-06     	|  3.1435e-07     	|
on_val_dataloader                  	|  4.288e-06      	|1              	|  4.288e-06      	|  2.785e-07      	|
on_train_dataloader                	|  4.207e-06      	|1              	|  4.207e-06      	|  2.7324e-07     	|
