FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.46         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3081         	|63             	|  334.41         	|  93.553         	|
run_training_batch                 	|  0.31119        	|1000           	|  311.19         	|  87.055         	|
optimizer_step_with_closure_0      	|  0.30853        	|1000           	|  308.53         	|  86.311         	|
training_step_and_backward         	|  0.23152        	|1000           	|  231.52         	|  64.767         	|
model_forward                      	|  0.14298        	|1000           	|  142.98         	|  39.999         	|
training_step                      	|  0.14284        	|1000           	|  142.84         	|  39.961         	|
backward                           	|  0.08721        	|1000           	|  87.21          	|  24.397         	|
get_train_batch                    	|  0.0074308      	|1063           	|  7.8989         	|  2.2097         	|
fetch_next_train_batch             	|  0.007412       	|1063           	|  7.879          	|  2.2042         	|
zero_grad                          	|  0.0013008      	|1000           	|  1.3008         	|  0.36391        	|
on_train_batch_end                 	|  0.0012014      	|1000           	|  1.2014         	|  0.33608        	|
training_batch_to_device           	|  0.0002282      	|1000           	|  0.2282         	|  0.063839       	|
on_train_batch_start               	|  9.1362e-05     	|1000           	|  0.091362       	|  0.025559       	|
on_train_end                       	|  0.024554       	|1              	|  0.024554       	|  0.006869       	|
on_pretrain_routine_start          	|  0.022558       	|1              	|  0.022558       	|  0.0063107      	|
on_train_epoch_start               	|  0.00028799     	|63             	|  0.018144       	|  0.0050757      	|
on_train_epoch_end                 	|  0.00028111     	|63             	|  0.01771        	|  0.0049544      	|
on_batch_start                     	|  1.5969e-05     	|1000           	|  0.015969       	|  0.0044674      	|
on_before_zero_grad                	|  1.3549e-05     	|1000           	|  0.013549       	|  0.0037904      	|
on_batch_end                       	|  1.3255e-05     	|1000           	|  0.013255       	|  0.0037081      	|
on_after_backward                  	|  1.1231e-05     	|1000           	|  0.011231       	|  0.0031419      	|
on_before_backward                 	|  1.1091e-05     	|1000           	|  0.011091       	|  0.0031028      	|
on_before_optimizer_step           	|  1.0323e-05     	|1000           	|  0.010323       	|  0.0028879      	|
configure_optimizers               	|  0.0081545      	|1              	|  0.0081545      	|  0.0022813      	|
training_step_end                  	|  6.0489e-06     	|1000           	|  0.0060489      	|  0.0016922      	|
on_train_start                     	|  0.0006951      	|1              	|  0.0006951      	|  0.00019446     	|
on_epoch_end                       	|  1.0228e-05     	|63             	|  0.00064434     	|  0.00018026     	|
on_epoch_start                     	|  1.0198e-05     	|63             	|  0.0006425      	|  0.00017974     	|
on_fit_end                         	|  2.115e-05      	|1              	|  2.115e-05      	|  5.9168e-06     	|
on_before_accelerator_backend_setup	|  1.8003e-05     	|1              	|  1.8003e-05     	|  5.0364e-06     	|
on_fit_start                       	|  1.604e-05      	|1              	|  1.604e-05      	|  4.4873e-06     	|
setup                              	|  1.3606e-05     	|1              	|  1.3606e-05     	|  3.8063e-06     	|
on_configure_sharded_model         	|  1.3576e-05     	|1              	|  1.3576e-05     	|  3.7979e-06     	|
teardown                           	|  1.0239e-05     	|1              	|  1.0239e-05     	|  2.8644e-06     	|
on_pretrain_routine_end            	|  9.969e-06      	|1              	|  9.969e-06      	|  2.7889e-06     	|
prepare_data                       	|  7.1641e-06     	|1              	|  7.1641e-06     	|  2.0042e-06     	|
configure_callbacks                	|  4.618e-06      	|1              	|  4.618e-06      	|  1.2919e-06     	|
on_val_dataloader                  	|  4.5591e-06     	|1              	|  4.5591e-06     	|  1.2754e-06     	|
configure_sharded_model            	|  4.248e-06      	|1              	|  4.248e-06      	|  1.1884e-06     	|
on_train_dataloader                	|  3.887e-06      	|1              	|  3.887e-06      	|  1.0874e-06     	|
