FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  640.78         	|  100 %          	|
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run_training_epoch                 	|  3.7126         	|167            	|  620.0          	|  96.757         	|
run_training_batch                 	|  0.24479        	|1000           	|  244.79         	|  38.202         	|
optimizer_step_with_closure_0      	|  0.24272        	|1000           	|  242.72         	|  37.878         	|
training_step_and_backward         	|  0.18206        	|1000           	|  182.06         	|  28.412         	|
model_forward                      	|  0.094427       	|1000           	|  94.427         	|  14.736         	|
training_step                      	|  0.094256       	|1000           	|  94.256         	|  14.71          	|
backward                           	|  0.086271       	|1000           	|  86.271         	|  13.464         	|
get_train_batch                    	|  0.068272       	|1167           	|  79.674         	|  12.434         	|
fetch_next_train_batch             	|  0.068246       	|1167           	|  79.643         	|  12.429         	|
on_train_batch_end                 	|  0.0016135      	|1000           	|  1.6135         	|  0.25181        	|
zero_grad                          	|  0.0013275      	|1000           	|  1.3275         	|  0.20718        	|
training_batch_to_device           	|  0.0003343      	|1000           	|  0.3343         	|  0.05217        	|
on_train_batch_start               	|  9.7936e-05     	|1000           	|  0.097936       	|  0.015284       	|
on_train_epoch_start               	|  0.00031738     	|167            	|  0.053003       	|  0.0082717      	|
on_train_epoch_end                 	|  0.00029731     	|167            	|  0.049651       	|  0.0077486      	|
on_train_end                       	|  0.042806       	|1              	|  0.042806       	|  0.0066802      	|
on_batch_start                     	|  2.814e-05      	|1000           	|  0.02814        	|  0.0043915      	|
on_pretrain_routine_start          	|  0.021729       	|1              	|  0.021729       	|  0.003391       	|
on_after_backward                  	|  1.9314e-05     	|1000           	|  0.019314       	|  0.0030142      	|
on_before_zero_grad                	|  1.6904e-05     	|1000           	|  0.016904       	|  0.002638       	|
on_batch_end                       	|  1.5196e-05     	|1000           	|  0.015196       	|  0.0023715      	|
on_before_backward                 	|  1.1647e-05     	|1000           	|  0.011647       	|  0.0018176      	|
on_before_optimizer_step           	|  1.1573e-05     	|1000           	|  0.011573       	|  0.0018061      	|
configure_optimizers               	|  0.010585       	|1              	|  0.010585       	|  0.0016519      	|
training_step_end                  	|  6.9442e-06     	|1000           	|  0.0069442      	|  0.0010837      	|
on_epoch_start                     	|  1.1903e-05     	|167            	|  0.0019878      	|  0.00031021     	|
on_epoch_end                       	|  1.0638e-05     	|167            	|  0.0017766      	|  0.00027725     	|
on_train_start                     	|  0.00164        	|1              	|  0.00164        	|  0.00025594     	|
on_fit_end                         	|  5.0705e-05     	|1              	|  5.0705e-05     	|  7.913e-06      	|
on_fit_start                       	|  4.3297e-05     	|1              	|  4.3297e-05     	|  6.757e-06      	|
on_before_accelerator_backend_setup	|  2.6517e-05     	|1              	|  2.6517e-05     	|  4.1382e-06     	|
setup                              	|  2.424e-05      	|1              	|  2.424e-05      	|  3.783e-06      	|
on_configure_sharded_model         	|  2.2229e-05     	|1              	|  2.2229e-05     	|  3.469e-06      	|
teardown                           	|  1.5654e-05     	|1              	|  1.5654e-05     	|  2.4429e-06     	|
on_pretrain_routine_end            	|  1.3953e-05     	|1              	|  1.3953e-05     	|  2.1775e-06     	|
configure_callbacks                	|  1.1086e-05     	|1              	|  1.1086e-05     	|  1.7302e-06     	|
on_val_dataloader                  	|  9.3076e-06     	|1              	|  9.3076e-06     	|  1.4526e-06     	|
prepare_data                       	|  8.2087e-06     	|1              	|  8.2087e-06     	|  1.281e-06      	|
on_train_dataloader                	|  7.3481e-06     	|1              	|  7.3481e-06     	|  1.1468e-06     	|
configure_sharded_model            	|  6.2902e-06     	|1              	|  6.2902e-06     	|  9.8164e-07     	|
