FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1433.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8226         	|500            	|  1411.3         	|  98.476         	|
run_training_batch                 	|  0.39111        	|1000           	|  391.11         	|  27.291         	|
optimizer_step_with_closure_0      	|  0.38801        	|1000           	|  388.01         	|  27.074         	|
training_step_and_backward         	|  0.28304        	|1000           	|  283.04         	|  19.75          	|
get_train_batch                    	|  0.10796        	|1500           	|  161.93         	|  11.299         	|
fetch_next_train_batch             	|  0.10792        	|1500           	|  161.87         	|  11.295         	|
model_forward                      	|  0.15331        	|1000           	|  153.31         	|  10.697         	|
training_step                      	|  0.15309        	|1000           	|  153.09         	|  10.682         	|
backward                           	|  0.1282         	|1000           	|  128.2          	|  8.9451         	|
on_train_batch_end                 	|  0.0021264      	|1000           	|  2.1264         	|  0.14838        	|
zero_grad                          	|  0.0014941      	|1000           	|  1.4941         	|  0.10426        	|
training_batch_to_device           	|  0.00061933     	|1000           	|  0.61933        	|  0.043215       	|
on_train_epoch_end                 	|  0.00033752     	|500            	|  0.16876        	|  0.011776       	|
on_train_epoch_start               	|  0.00033173     	|500            	|  0.16586        	|  0.011574       	|
on_train_batch_start               	|  0.00014274     	|1000           	|  0.14274        	|  0.0099598      	|
on_train_end                       	|  0.056049       	|1              	|  0.056049       	|  0.003911       	|
on_batch_start                     	|  4.2258e-05     	|1000           	|  0.042258       	|  0.0029487      	|
on_after_backward                  	|  2.3643e-05     	|1000           	|  0.023643       	|  0.0016497      	|
on_before_zero_grad                	|  2.2437e-05     	|1000           	|  0.022437       	|  0.0015656      	|
on_pretrain_routine_start          	|  0.02202        	|1              	|  0.02202        	|  0.0015365      	|
on_before_backward                 	|  1.6329e-05     	|1000           	|  0.016329       	|  0.0011394      	|
on_batch_end                       	|  1.5767e-05     	|1000           	|  0.015767       	|  0.0011002      	|
on_before_optimizer_step           	|  1.5676e-05     	|1000           	|  0.015676       	|  0.0010938      	|
configure_optimizers               	|  0.010221       	|1              	|  0.010221       	|  0.0007132      	|
training_step_end                  	|  8.2551e-06     	|1000           	|  0.0082551      	|  0.00057602     	|
on_epoch_end                       	|  1.1131e-05     	|500            	|  0.0055656      	|  0.00038835     	|
on_epoch_start                     	|  1.0512e-05     	|500            	|  0.0052561      	|  0.00036676     	|
on_train_start                     	|  0.0026077      	|1              	|  0.0026077      	|  0.00018196     	|
on_fit_end                         	|  6.5433e-05     	|1              	|  6.5433e-05     	|  4.5657e-06     	|
on_fit_start                       	|  4.3323e-05     	|1              	|  4.3323e-05     	|  3.023e-06      	|
on_before_accelerator_backend_setup	|  4.1293e-05     	|1              	|  4.1293e-05     	|  2.8813e-06     	|
on_configure_sharded_model         	|  3.0382e-05     	|1              	|  3.0382e-05     	|  2.12e-06       	|
setup                              	|  2.65e-05       	|1              	|  2.65e-05       	|  1.8491e-06     	|
teardown                           	|  1.6458e-05     	|1              	|  1.6458e-05     	|  1.1484e-06     	|
on_pretrain_routine_end            	|  1.3644e-05     	|1              	|  1.3644e-05     	|  9.5204e-07     	|
prepare_data                       	|  1.0524e-05     	|1              	|  1.0524e-05     	|  7.3434e-07     	|
configure_callbacks                	|  7.92e-06       	|1              	|  7.92e-06       	|  5.5264e-07     	|
on_val_dataloader                  	|  7.6611e-06     	|1              	|  7.6611e-06     	|  5.3457e-07     	|
configure_sharded_model            	|  7.1675e-06     	|1              	|  7.1675e-06     	|  5.0013e-07     	|
on_train_dataloader                	|  6.3889e-06     	|1              	|  6.3889e-06     	|  4.458e-07      	|
