FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  548.78         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.2334         	|63             	|  518.71         	|  94.52          	|
run_training_batch                 	|  0.37894        	|1000           	|  378.94         	|  69.052         	|
optimizer_step_with_closure_0      	|  0.37476        	|1000           	|  374.76         	|  68.29          	|
training_step_and_backward         	|  0.2704         	|1000           	|  270.4          	|  49.274         	|
model_forward                      	|  0.13847        	|1000           	|  138.47         	|  25.233         	|
training_step                      	|  0.13826        	|1000           	|  138.26         	|  25.195         	|
backward                           	|  0.13035        	|1000           	|  130.35         	|  23.754         	|
get_train_batch                    	|  0.029928       	|1063           	|  31.814         	|  5.7972         	|
fetch_next_train_batch             	|  0.029903       	|1063           	|  31.787         	|  5.7923         	|
on_train_batch_end                 	|  0.0023793      	|1000           	|  2.3793         	|  0.43357        	|
zero_grad                          	|  0.0015451      	|1000           	|  1.5451         	|  0.28156        	|
training_batch_to_device           	|  0.0002761      	|1000           	|  0.2761         	|  0.050312       	|
on_train_batch_start               	|  0.00010761     	|1000           	|  0.10761        	|  0.01961        	|
on_train_end                       	|  0.046642       	|1              	|  0.046642       	|  0.0084992      	|
on_train_epoch_start               	|  0.00063062     	|63             	|  0.039729       	|  0.0072396      	|
on_train_epoch_end                 	|  0.00041191     	|63             	|  0.02595        	|  0.0047287      	|
on_after_backward                  	|  2.5006e-05     	|1000           	|  0.025006       	|  0.0045567      	|
on_pretrain_routine_start          	|  0.023603       	|1              	|  0.023603       	|  0.004301       	|
on_batch_start                     	|  2.2084e-05     	|1000           	|  0.022084       	|  0.0040242      	|
on_before_zero_grad                	|  1.7457e-05     	|1000           	|  0.017457       	|  0.003181       	|
on_batch_end                       	|  1.6088e-05     	|1000           	|  0.016088       	|  0.0029316      	|
on_before_backward                 	|  1.3815e-05     	|1000           	|  0.013815       	|  0.0025175      	|
on_before_optimizer_step           	|  1.3181e-05     	|1000           	|  0.013181       	|  0.0024018      	|
configure_optimizers               	|  0.010876       	|1              	|  0.010876       	|  0.0019818      	|
training_step_end                  	|  7.0895e-06     	|1000           	|  0.0070895      	|  0.0012919      	|
on_train_start                     	|  0.0020077      	|1              	|  0.0020077      	|  0.00036584     	|
on_epoch_start                     	|  1.1914e-05     	|63             	|  0.00075056     	|  0.00013677     	|
on_epoch_end                       	|  1.1838e-05     	|63             	|  0.0007458      	|  0.0001359      	|
on_fit_end                         	|  8.2212e-05     	|1              	|  8.2212e-05     	|  1.4981e-05     	|
on_configure_sharded_model         	|  5.018e-05      	|1              	|  5.018e-05      	|  9.1439e-06     	|
on_fit_start                       	|  4.5948e-05     	|1              	|  4.5948e-05     	|  8.3727e-06     	|
on_before_accelerator_backend_setup	|  4.2656e-05     	|1              	|  4.2656e-05     	|  7.773e-06      	|
setup                              	|  2.5833e-05     	|1              	|  2.5833e-05     	|  4.7074e-06     	|
teardown                           	|  1.9012e-05     	|1              	|  1.9012e-05     	|  3.4644e-06     	|
configure_sharded_model            	|  1.7367e-05     	|1              	|  1.7367e-05     	|  3.1647e-06     	|
configure_callbacks                	|  1.7034e-05     	|1              	|  1.7034e-05     	|  3.104e-06      	|
on_pretrain_routine_end            	|  1.3683e-05     	|1              	|  1.3683e-05     	|  2.4934e-06     	|
prepare_data                       	|  1.0489e-05     	|1              	|  1.0489e-05     	|  1.9113e-06     	|
on_val_dataloader                  	|  7.9442e-06     	|1              	|  7.9442e-06     	|  1.4476e-06     	|
on_train_dataloader                	|  6.9737e-06     	|1              	|  6.9737e-06     	|  1.2708e-06     	|
