FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  371.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.077         	|25             	|  351.94         	|  94.845         	|
run_training_batch                 	|  0.29           	|1000           	|  290.0          	|  78.153         	|
optimizer_step_with_closure_0      	|  0.28558        	|1000           	|  285.58         	|  76.962         	|
training_step_and_backward         	|  0.22079        	|1000           	|  220.79         	|  59.501         	|
backward                           	|  0.1143         	|1000           	|  114.3          	|  30.803         	|
model_forward                      	|  0.10495        	|1000           	|  104.95         	|  28.284         	|
training_step                      	|  0.10476        	|1000           	|  104.76         	|  28.232         	|
get_train_batch                    	|  0.014351       	|1025           	|  14.709         	|  3.9641         	|
fetch_next_train_batch             	|  0.014328       	|1025           	|  14.686         	|  3.9578         	|
on_train_batch_end                 	|  0.0022958      	|1000           	|  2.2958         	|  0.61871        	|
zero_grad                          	|  0.0014989      	|1000           	|  1.4989         	|  0.40396        	|
training_batch_to_device           	|  0.00026602     	|1000           	|  0.26602        	|  0.071691       	|
on_train_batch_start               	|  9.2502e-05     	|1000           	|  0.092502       	|  0.024929       	|
on_train_end                       	|  0.042124       	|1              	|  0.042124       	|  0.011352       	|
on_after_backward                  	|  2.5358e-05     	|1000           	|  0.025358       	|  0.0068338      	|
on_pretrain_routine_start          	|  0.022782       	|1              	|  0.022782       	|  0.0061398      	|
on_batch_start                     	|  1.9681e-05     	|1000           	|  0.019681       	|  0.0053039      	|
on_before_zero_grad                	|  1.7145e-05     	|1000           	|  0.017145       	|  0.0046204      	|
on_batch_end                       	|  1.6858e-05     	|1000           	|  0.016858       	|  0.0045432      	|
on_before_optimizer_step           	|  1.3348e-05     	|1000           	|  0.013348       	|  0.0035971      	|
on_before_backward                 	|  1.2777e-05     	|1000           	|  0.012777       	|  0.0034433      	|
configure_optimizers               	|  0.010149       	|1              	|  0.010149       	|  0.0027351      	|
on_train_epoch_start               	|  0.00036768     	|25             	|  0.009192       	|  0.0024772      	|
on_train_epoch_end                 	|  0.00034944     	|25             	|  0.008736       	|  0.0023543      	|
training_step_end                  	|  7.0245e-06     	|1000           	|  0.0070245      	|  0.0018931      	|
on_train_start                     	|  0.0011101      	|1              	|  0.0011101      	|  0.00029917     	|
on_epoch_end                       	|  1.1293e-05     	|25             	|  0.00028231     	|  7.6082e-05     	|
on_epoch_start                     	|  1.0976e-05     	|25             	|  0.00027439     	|  7.3946e-05     	|
on_fit_start                       	|  4.5501e-05     	|1              	|  4.5501e-05     	|  1.2262e-05     	|
on_fit_end                         	|  2.7835e-05     	|1              	|  2.7835e-05     	|  7.5015e-06     	|
setup                              	|  2.5293e-05     	|1              	|  2.5293e-05     	|  6.8163e-06     	|
on_configure_sharded_model         	|  2.2229e-05     	|1              	|  2.2229e-05     	|  5.9906e-06     	|
on_before_accelerator_backend_setup	|  2.0059e-05     	|1              	|  2.0059e-05     	|  5.4058e-06     	|
teardown                           	|  1.651e-05      	|1              	|  1.651e-05      	|  4.4495e-06     	|
on_pretrain_routine_end            	|  1.5832e-05     	|1              	|  1.5832e-05     	|  4.2668e-06     	|
configure_sharded_model            	|  1.12e-05       	|1              	|  1.12e-05       	|  3.0184e-06     	|
on_train_dataloader                	|  7.5437e-06     	|1              	|  7.5437e-06     	|  2.033e-06      	|
prepare_data                       	|  7.2941e-06     	|1              	|  7.2941e-06     	|  1.9657e-06     	|
on_val_dataloader                  	|  7.2811e-06     	|1              	|  7.2811e-06     	|  1.9622e-06     	|
configure_callbacks                	|  5.9623e-06     	|1              	|  5.9623e-06     	|  1.6068e-06     	|
