FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1424.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8145         	|500            	|  1407.2         	|  98.813         	|
run_training_batch                 	|  0.39093        	|1000           	|  390.93         	|  27.45          	|
optimizer_step_with_closure_0      	|  0.38776        	|1000           	|  387.76         	|  27.227         	|
training_step_and_backward         	|  0.28223        	|1000           	|  282.23         	|  19.818         	|
get_train_batch                    	|  0.10776        	|1500           	|  161.64         	|  11.35          	|
fetch_next_train_batch             	|  0.10772        	|1500           	|  161.59         	|  11.346         	|
model_forward                      	|  0.15258        	|1000           	|  152.58         	|  10.713         	|
training_step                      	|  0.15235        	|1000           	|  152.35         	|  10.698         	|
backward                           	|  0.12812        	|1000           	|  128.12         	|  8.9962         	|
on_train_batch_end                 	|  0.0022775      	|1000           	|  2.2775         	|  0.15992        	|
zero_grad                          	|  0.0015002      	|1000           	|  1.5002         	|  0.10534        	|
training_batch_to_device           	|  0.00060745     	|1000           	|  0.60745        	|  0.042654       	|
on_train_epoch_end                 	|  0.0003747      	|500            	|  0.18735        	|  0.013155       	|
on_train_epoch_start               	|  0.00037027     	|500            	|  0.18514        	|  0.013          	|
on_train_batch_start               	|  0.00011055     	|1000           	|  0.11055        	|  0.0077628      	|
on_train_end                       	|  0.053909       	|1              	|  0.053909       	|  0.0037853      	|
on_batch_start                     	|  4.5083e-05     	|1000           	|  0.045083       	|  0.0031656      	|
on_after_backward                  	|  2.4226e-05     	|1000           	|  0.024226       	|  0.0017011      	|
on_before_zero_grad                	|  2.3928e-05     	|1000           	|  0.023928       	|  0.0016802      	|
on_pretrain_routine_start          	|  0.021919       	|1              	|  0.021919       	|  0.0015391      	|
on_before_backward                 	|  1.6615e-05     	|1000           	|  0.016615       	|  0.0011667      	|
on_before_optimizer_step           	|  1.6449e-05     	|1000           	|  0.016449       	|  0.001155       	|
on_batch_end                       	|  1.5798e-05     	|1000           	|  0.015798       	|  0.0011093      	|
configure_optimizers               	|  0.0089078      	|1              	|  0.0089078      	|  0.00062548     	|
training_step_end                  	|  8.2819e-06     	|1000           	|  0.0082819      	|  0.00058153     	|
on_epoch_end                       	|  1.2027e-05     	|500            	|  0.0060133      	|  0.00042224     	|
on_epoch_start                     	|  1.0838e-05     	|500            	|  0.0054189      	|  0.0003805      	|
on_train_start                     	|  0.0021197      	|1              	|  0.0021197      	|  0.00014884     	|
on_before_accelerator_backend_setup	|  3.7616e-05     	|1              	|  3.7616e-05     	|  2.6413e-06     	|
setup                              	|  2.9236e-05     	|1              	|  2.9236e-05     	|  2.0529e-06     	|
on_fit_end                         	|  2.682e-05      	|1              	|  2.682e-05      	|  1.8833e-06     	|
on_fit_start                       	|  2.6552e-05     	|1              	|  2.6552e-05     	|  1.8644e-06     	|
on_configure_sharded_model         	|  2.4835e-05     	|1              	|  2.4835e-05     	|  1.7438e-06     	|
teardown                           	|  1.4331e-05     	|1              	|  1.4331e-05     	|  1.0063e-06     	|
on_pretrain_routine_end            	|  1.266e-05      	|1              	|  1.266e-05      	|  8.8898e-07     	|
prepare_data                       	|  9.8702e-06     	|1              	|  9.8702e-06     	|  6.9306e-07     	|
configure_callbacks                	|  9.3468e-06     	|1              	|  9.3468e-06     	|  6.5631e-07     	|
configure_sharded_model            	|  8.9426e-06     	|1              	|  8.9426e-06     	|  6.2792e-07     	|
on_train_dataloader                	|  7.3109e-06     	|1              	|  7.3109e-06     	|  5.1335e-07     	|
on_val_dataloader                  	|  6.9849e-06     	|1              	|  6.9849e-06     	|  4.9046e-07     	|
