FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.81         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.151          	|200            	|  430.2          	|  94.589         	|
run_training_batch                 	|  0.35926        	|1000           	|  359.26         	|  78.991         	|
optimizer_step_with_closure_0      	|  0.35662        	|1000           	|  356.62         	|  78.41          	|
training_step_and_backward         	|  0.27756        	|1000           	|  277.56         	|  61.028         	|
model_forward                      	|  0.1639         	|1000           	|  163.9          	|  36.037         	|
training_step                      	|  0.16375        	|1000           	|  163.75         	|  36.004         	|
backward                           	|  0.1123         	|1000           	|  112.3          	|  24.692         	|
get_train_batch                    	|  0.016673       	|1200           	|  20.007         	|  4.399          	|
fetch_next_train_batch             	|  0.016647       	|1200           	|  19.976         	|  4.3922         	|
zero_grad                          	|  0.0013369      	|1000           	|  1.3369         	|  0.29395        	|
on_train_batch_end                 	|  0.0012409      	|1000           	|  1.2409         	|  0.27283        	|
training_batch_to_device           	|  0.00034        	|1000           	|  0.34           	|  0.074756       	|
on_train_batch_start               	|  9.6136e-05     	|1000           	|  0.096136       	|  0.021138       	|
on_train_epoch_start               	|  0.00027049     	|200            	|  0.054098       	|  0.011895       	|
on_train_epoch_end                 	|  0.00025073     	|200            	|  0.050147       	|  0.011026       	|
on_batch_start                     	|  2.3878e-05     	|1000           	|  0.023878       	|  0.0052501      	|
on_train_end                       	|  0.023723       	|1              	|  0.023723       	|  0.0052161      	|
on_pretrain_routine_start          	|  0.022455       	|1              	|  0.022455       	|  0.0049372      	|
on_before_zero_grad                	|  1.604e-05      	|1000           	|  0.01604        	|  0.0035267      	|
on_batch_end                       	|  1.408e-05      	|1000           	|  0.01408        	|  0.0030958      	|
on_before_optimizer_step           	|  1.1669e-05     	|1000           	|  0.011669       	|  0.0025657      	|
on_after_backward                  	|  1.1623e-05     	|1000           	|  0.011623       	|  0.0025557      	|
on_before_backward                 	|  1.143e-05      	|1000           	|  0.01143        	|  0.0025132      	|
configure_optimizers               	|  0.0087562      	|1              	|  0.0087562      	|  0.0019252      	|
training_step_end                  	|  6.2415e-06     	|1000           	|  0.0062415      	|  0.0013723      	|
on_epoch_start                     	|  1.0674e-05     	|200            	|  0.0021348      	|  0.00046938     	|
on_epoch_end                       	|  1.0586e-05     	|200            	|  0.0021172      	|  0.00046552     	|
on_train_start                     	|  0.00080956     	|1              	|  0.00080956     	|  0.000178       	|
on_before_accelerator_backend_setup	|  2.3935e-05     	|1              	|  2.3935e-05     	|  5.2626e-06     	|
on_fit_end                         	|  2.1921e-05     	|1              	|  2.1921e-05     	|  4.8198e-06     	|
on_fit_start                       	|  1.7633e-05     	|1              	|  1.7633e-05     	|  3.877e-06      	|
setup                              	|  1.4507e-05     	|1              	|  1.4507e-05     	|  3.1897e-06     	|
on_configure_sharded_model         	|  1.3776e-05     	|1              	|  1.3776e-05     	|  3.029e-06      	|
on_pretrain_routine_end            	|  1.1131e-05     	|1              	|  1.1131e-05     	|  2.4474e-06     	|
teardown                           	|  1.0199e-05     	|1              	|  1.0199e-05     	|  2.2425e-06     	|
prepare_data                       	|  8.506e-06      	|1              	|  8.506e-06      	|  1.8702e-06     	|
configure_callbacks                	|  6.473e-06      	|1              	|  6.473e-06      	|  1.4232e-06     	|
configure_sharded_model            	|  4.969e-06      	|1              	|  4.969e-06      	|  1.0925e-06     	|
on_val_dataloader                  	|  4.629e-06      	|1              	|  4.629e-06      	|  1.0178e-06     	|
on_train_dataloader                	|  4.1471e-06     	|1              	|  4.1471e-06     	|  9.1182e-07     	|
