FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  335.32         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.364         	|21             	|  322.63         	|  96.215         	|
run_training_batch                 	|  0.30863        	|1000           	|  308.63         	|  92.04          	|
optimizer_step_with_closure_0      	|  0.30593        	|1000           	|  305.93         	|  91.234         	|
training_step_and_backward         	|  0.23492        	|1000           	|  234.92         	|  70.056         	|
backward                           	|  0.11857        	|1000           	|  118.57         	|  35.359         	|
model_forward                      	|  0.11484        	|1000           	|  114.84         	|  34.249         	|
training_step                      	|  0.11466        	|1000           	|  114.66         	|  34.192         	|
get_train_batch                    	|  0.0047601      	|1021           	|  4.8601         	|  1.4494         	|
fetch_next_train_batch             	|  0.0047398      	|1021           	|  4.8393         	|  1.4432         	|
on_train_batch_end                 	|  0.0018155      	|1000           	|  1.8155         	|  0.54143        	|
zero_grad                          	|  0.001476       	|1000           	|  1.476          	|  0.44018        	|
training_batch_to_device           	|  0.00028356     	|1000           	|  0.28356        	|  0.084561       	|
on_train_batch_start               	|  0.00010938     	|1000           	|  0.10938        	|  0.032618       	|
on_train_end                       	|  0.026984       	|1              	|  0.026984       	|  0.0080471      	|
on_pretrain_routine_start          	|  0.02209        	|1              	|  0.02209        	|  0.0065876      	|
on_after_backward                  	|  2.1368e-05     	|1000           	|  0.021368       	|  0.0063722      	|
on_batch_start                     	|  2.0496e-05     	|1000           	|  0.020496       	|  0.0061121      	|
on_batch_end                       	|  1.5756e-05     	|1000           	|  0.015756       	|  0.0046988      	|
on_before_zero_grad                	|  1.4629e-05     	|1000           	|  0.014629       	|  0.0043627      	|
on_before_optimizer_step           	|  1.3314e-05     	|1000           	|  0.013314       	|  0.0039704      	|
on_before_backward                 	|  1.2724e-05     	|1000           	|  0.012724       	|  0.0037946      	|
on_train_epoch_end                 	|  0.00048304     	|21             	|  0.010144       	|  0.0030251      	|
on_train_epoch_start               	|  0.00043339     	|21             	|  0.0091011      	|  0.0027141      	|
configure_optimizers               	|  0.0077723      	|1              	|  0.0077723      	|  0.0023179      	|
training_step_end                  	|  6.5807e-06     	|1000           	|  0.0065807      	|  0.0019625      	|
on_train_start                     	|  0.0016076      	|1              	|  0.0016076      	|  0.00047941     	|
on_epoch_end                       	|  1.199e-05      	|21             	|  0.00025179     	|  7.5089e-05     	|
on_epoch_start                     	|  1.085e-05      	|21             	|  0.00022785     	|  6.7949e-05     	|
on_fit_end                         	|  2.8703e-05     	|1              	|  2.8703e-05     	|  8.5597e-06     	|
on_before_accelerator_backend_setup	|  1.987e-05      	|1              	|  1.987e-05      	|  5.9256e-06     	|
setup                              	|  1.96e-05       	|1              	|  1.96e-05       	|  5.8451e-06     	|
on_configure_sharded_model         	|  1.9343e-05     	|1              	|  1.9343e-05     	|  5.7684e-06     	|
on_fit_start                       	|  1.6295e-05     	|1              	|  1.6295e-05     	|  4.8595e-06     	|
teardown                           	|  1.5904e-05     	|1              	|  1.5904e-05     	|  4.7429e-06     	|
on_pretrain_routine_end            	|  1.2477e-05     	|1              	|  1.2477e-05     	|  3.7209e-06     	|
prepare_data                       	|  8.182e-06      	|1              	|  8.182e-06      	|  2.44e-06       	|
on_val_dataloader                  	|  6.585e-06      	|1              	|  6.585e-06      	|  1.9638e-06     	|
configure_sharded_model            	|  6.575e-06      	|1              	|  6.575e-06      	|  1.9608e-06     	|
configure_callbacks                	|  6.551e-06      	|1              	|  6.551e-06      	|  1.9536e-06     	|
on_train_dataloader                	|  6.501e-06      	|1              	|  6.501e-06      	|  1.9387e-06     	|
