FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1311.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5874         	|500            	|  1293.7         	|  98.619         	|
run_training_batch                 	|  0.28216        	|1000           	|  282.16         	|  21.509         	|
optimizer_step_with_closure_0      	|  0.27855        	|1000           	|  278.55         	|  21.234         	|
training_step_and_backward         	|  0.21204        	|1000           	|  212.04         	|  16.164         	|
get_train_batch                    	|  0.13673        	|1500           	|  205.1          	|  15.635         	|
fetch_next_train_batch             	|  0.13666        	|1500           	|  204.99         	|  15.627         	|
model_forward                      	|  0.11127        	|1000           	|  111.27         	|  8.4824         	|
training_step                      	|  0.11103        	|1000           	|  111.03         	|  8.464          	|
backward                           	|  0.099189       	|1000           	|  99.189         	|  7.5614         	|
on_train_batch_end                 	|  0.0023365      	|1000           	|  2.3365         	|  0.17812        	|
zero_grad                          	|  0.0015333      	|1000           	|  1.5333         	|  0.11688        	|
training_batch_to_device           	|  0.00075475     	|1000           	|  0.75475        	|  0.057536       	|
on_train_epoch_end                 	|  0.00033109     	|500            	|  0.16555        	|  0.01262        	|
on_train_epoch_start               	|  0.00032399     	|500            	|  0.162          	|  0.012349       	|
on_train_batch_start               	|  0.00011387     	|1000           	|  0.11387        	|  0.0086802      	|
on_batch_start                     	|  5.1875e-05     	|1000           	|  0.051875       	|  0.0039546      	|
on_train_end                       	|  0.048778       	|1              	|  0.048778       	|  0.0037184      	|
on_after_backward                  	|  2.6047e-05     	|1000           	|  0.026047       	|  0.0019856      	|
on_pretrain_routine_start          	|  0.024295       	|1              	|  0.024295       	|  0.0018521      	|
configure_optimizers               	|  0.02377        	|1              	|  0.02377        	|  0.001812       	|
on_before_zero_grad                	|  2.358e-05      	|1000           	|  0.02358        	|  0.0017975      	|
on_before_optimizer_step           	|  1.6834e-05     	|1000           	|  0.016834       	|  0.0012833      	|
on_batch_end                       	|  1.6527e-05     	|1000           	|  0.016527       	|  0.0012599      	|
on_before_backward                 	|  1.5289e-05     	|1000           	|  0.015289       	|  0.0011655      	|
training_step_end                  	|  1.0706e-05     	|1000           	|  0.010706       	|  0.00081617     	|
on_epoch_end                       	|  1.1944e-05     	|500            	|  0.0059721      	|  0.00045527     	|
on_epoch_start                     	|  1.1307e-05     	|500            	|  0.0056535      	|  0.00043097     	|
on_train_start                     	|  0.0011707      	|1              	|  0.0011707      	|  8.9242e-05     	|
on_fit_end                         	|  8.1906e-05     	|1              	|  8.1906e-05     	|  6.2438e-06     	|
on_fit_start                       	|  4.3821e-05     	|1              	|  4.3821e-05     	|  3.3405e-06     	|
on_configure_sharded_model         	|  3.6212e-05     	|1              	|  3.6212e-05     	|  2.7605e-06     	|
setup                              	|  3.0307e-05     	|1              	|  3.0307e-05     	|  2.3104e-06     	|
on_before_accelerator_backend_setup	|  2.8234e-05     	|1              	|  2.8234e-05     	|  2.1523e-06     	|
teardown                           	|  1.4806e-05     	|1              	|  1.4806e-05     	|  1.1287e-06     	|
on_pretrain_routine_end            	|  1.3985e-05     	|1              	|  1.3985e-05     	|  1.0661e-06     	|
prepare_data                       	|  1.2755e-05     	|1              	|  1.2755e-05     	|  9.7236e-07     	|
configure_sharded_model            	|  9.6243e-06     	|1              	|  9.6243e-06     	|  7.3368e-07     	|
on_val_dataloader                  	|  7.2233e-06     	|1              	|  7.2233e-06     	|  5.5065e-07     	|
configure_callbacks                	|  6.9197e-06     	|1              	|  6.9197e-06     	|  5.275e-07      	|
on_train_dataloader                	|  6.4e-06        	|1              	|  6.4e-06        	|  4.8789e-07     	|
