FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  677.05         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.2668         	|200            	|  653.36         	|  96.502         	|
run_training_batch                 	|  0.28628        	|1000           	|  286.28         	|  42.284         	|
optimizer_step_with_closure_0      	|  0.28299        	|1000           	|  282.99         	|  41.797         	|
training_step_and_backward         	|  0.21856        	|1000           	|  218.56         	|  32.281         	|
model_forward                      	|  0.111          	|1000           	|  111.0          	|  16.395         	|
training_step                      	|  0.1108         	|1000           	|  110.8          	|  16.365         	|
backward                           	|  0.10606        	|1000           	|  106.06         	|  15.665         	|
get_train_batch                    	|  0.054644       	|1200           	|  65.572         	|  9.6851         	|
fetch_next_train_batch             	|  0.054613       	|1200           	|  65.535         	|  9.6796         	|
on_train_batch_end                 	|  0.0021182      	|1000           	|  2.1182         	|  0.31286        	|
zero_grad                          	|  0.0014662      	|1000           	|  1.4662         	|  0.21656        	|
training_batch_to_device           	|  0.00043305     	|1000           	|  0.43305        	|  0.063962       	|
on_train_batch_start               	|  0.00010364     	|1000           	|  0.10364        	|  0.015308       	|
on_train_epoch_end                 	|  0.0003547      	|200            	|  0.07094        	|  0.010478       	|
on_train_epoch_start               	|  0.00031684     	|200            	|  0.063368       	|  0.0093595      	|
on_train_end                       	|  0.041596       	|1              	|  0.041596       	|  0.0061437      	|
on_batch_start                     	|  3.0037e-05     	|1000           	|  0.030037       	|  0.0044365      	|
on_after_backward                  	|  2.4993e-05     	|1000           	|  0.024993       	|  0.0036915      	|
on_pretrain_routine_start          	|  0.023089       	|1              	|  0.023089       	|  0.0034103      	|
on_before_zero_grad                	|  1.937e-05      	|1000           	|  0.01937        	|  0.002861       	|
on_before_optimizer_step           	|  1.6531e-05     	|1000           	|  0.016531       	|  0.0024417      	|
on_batch_end                       	|  1.6355e-05     	|1000           	|  0.016355       	|  0.0024156      	|
on_before_backward                 	|  1.3341e-05     	|1000           	|  0.013341       	|  0.0019705      	|
configure_optimizers               	|  0.011491       	|1              	|  0.011491       	|  0.0016973      	|
training_step_end                  	|  8.1774e-06     	|1000           	|  0.0081774      	|  0.0012078      	|
on_epoch_end                       	|  1.2197e-05     	|200            	|  0.0024394      	|  0.00036029     	|
on_epoch_start                     	|  1.1868e-05     	|200            	|  0.0023735      	|  0.00035057     	|
on_train_start                     	|  0.001344       	|1              	|  0.001344       	|  0.0001985      	|
on_fit_start                       	|  4.999e-05      	|1              	|  4.999e-05      	|  7.3835e-06     	|
on_before_accelerator_backend_setup	|  4.0764e-05     	|1              	|  4.0764e-05     	|  6.0209e-06     	|
on_fit_end                         	|  3.5124e-05     	|1              	|  3.5124e-05     	|  5.1878e-06     	|
on_pretrain_routine_end            	|  3.0831e-05     	|1              	|  3.0831e-05     	|  4.5537e-06     	|
setup                              	|  2.3371e-05     	|1              	|  2.3371e-05     	|  3.4518e-06     	|
on_configure_sharded_model         	|  2.2588e-05     	|1              	|  2.2588e-05     	|  3.3363e-06     	|
prepare_data                       	|  1.5689e-05     	|1              	|  1.5689e-05     	|  2.3173e-06     	|
teardown                           	|  1.5242e-05     	|1              	|  1.5242e-05     	|  2.2513e-06     	|
configure_sharded_model            	|  1.4214e-05     	|1              	|  1.4214e-05     	|  2.0994e-06     	|
on_train_dataloader                	|  9.7211e-06     	|1              	|  9.7211e-06     	|  1.4358e-06     	|
on_val_dataloader                  	|  6.3516e-06     	|1              	|  6.3516e-06     	|  9.3814e-07     	|
configure_callbacks                	|  6.0257e-06     	|1              	|  6.0257e-06     	|  8.8999e-07     	|
