FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1171.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.2958         	|500            	|  1147.9         	|  98.014         	|
run_training_batch                 	|  0.29488        	|1000           	|  294.88         	|  25.178         	|
optimizer_step_with_closure_0      	|  0.29135        	|1000           	|  291.35         	|  24.877         	|
training_step_and_backward         	|  0.22512        	|1000           	|  225.12         	|  19.222         	|
get_train_batch                    	|  0.1002         	|1500           	|  150.3          	|  12.834         	|
fetch_next_train_batch             	|  0.10016        	|1500           	|  150.24         	|  12.828         	|
model_forward                      	|  0.11579        	|1000           	|  115.79         	|  9.8863         	|
training_step                      	|  0.11553        	|1000           	|  115.53         	|  9.8648         	|
backward                           	|  0.10772        	|1000           	|  107.72         	|  9.1978         	|
on_train_batch_end                 	|  0.0027319      	|1000           	|  2.7319         	|  0.23326        	|
zero_grad                          	|  0.0015655      	|1000           	|  1.5655         	|  0.13367        	|
training_batch_to_device           	|  0.00080175     	|1000           	|  0.80175        	|  0.068457       	|
on_train_epoch_end                 	|  0.00044119     	|500            	|  0.22059        	|  0.018835       	|
on_train_epoch_start               	|  0.0003915      	|500            	|  0.19575        	|  0.016714       	|
on_train_batch_start               	|  0.00011317     	|1000           	|  0.11317        	|  0.0096628      	|
on_batch_start                     	|  5.0667e-05     	|1000           	|  0.050667       	|  0.0043262      	|
on_train_end                       	|  0.044097       	|1              	|  0.044097       	|  0.0037652      	|
on_after_backward                  	|  2.8084e-05     	|1000           	|  0.028084       	|  0.0023979      	|
on_pretrain_routine_start          	|  0.025081       	|1              	|  0.025081       	|  0.0021415      	|
on_before_zero_grad                	|  2.3385e-05     	|1000           	|  0.023385       	|  0.0019967      	|
on_batch_end                       	|  1.7241e-05     	|1000           	|  0.017241       	|  0.0014721      	|
on_before_backward                 	|  1.6301e-05     	|1000           	|  0.016301       	|  0.0013918      	|
on_before_optimizer_step           	|  1.6272e-05     	|1000           	|  0.016272       	|  0.0013894      	|
configure_optimizers               	|  0.0129         	|1              	|  0.0129         	|  0.0011014      	|
training_step_end                  	|  1.1538e-05     	|1000           	|  0.011538       	|  0.00098515     	|
on_epoch_end                       	|  1.221e-05      	|500            	|  0.0061049      	|  0.00052126     	|
on_epoch_start                     	|  1.1504e-05     	|500            	|  0.005752       	|  0.00049113     	|
on_train_start                     	|  0.0013544      	|1              	|  0.0013544      	|  0.00011564     	|
on_fit_end                         	|  6.1756e-05     	|1              	|  6.1756e-05     	|  5.273e-06      	|
on_fit_start                       	|  4.6236e-05     	|1              	|  4.6236e-05     	|  3.9479e-06     	|
on_val_dataloader                  	|  2.7912e-05     	|1              	|  2.7912e-05     	|  2.3832e-06     	|
on_before_accelerator_backend_setup	|  2.6941e-05     	|1              	|  2.6941e-05     	|  2.3004e-06     	|
setup                              	|  2.4121e-05     	|1              	|  2.4121e-05     	|  2.0596e-06     	|
on_configure_sharded_model         	|  2.2626e-05     	|1              	|  2.2626e-05     	|  1.9319e-06     	|
teardown                           	|  1.5611e-05     	|1              	|  1.5611e-05     	|  1.3329e-06     	|
on_pretrain_routine_end            	|  1.5106e-05     	|1              	|  1.5106e-05     	|  1.2898e-06     	|
on_train_dataloader                	|  1.1448e-05     	|1              	|  1.1448e-05     	|  9.7747e-07     	|
prepare_data                       	|  1.139e-05      	|1              	|  1.139e-05      	|  9.7254e-07     	|
configure_callbacks                	|  9.289e-06      	|1              	|  9.289e-06      	|  7.9314e-07     	|
configure_sharded_model            	|  8.2497e-06     	|1              	|  8.2497e-06     	|  7.0439e-07     	|
