FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  381.11         	|  100 %          	|
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run_training_epoch                 	|  14.145         	|25             	|  353.61         	|  92.785         	|
run_training_batch                 	|  0.29727        	|1000           	|  297.27         	|  78.002         	|
optimizer_step_with_closure_0      	|  0.29252        	|1000           	|  292.52         	|  76.754         	|
training_step_and_backward         	|  0.2255         	|1000           	|  225.5          	|  59.169         	|
model_forward                      	|  0.11501        	|1000           	|  115.01         	|  30.177         	|
training_step                      	|  0.11478        	|1000           	|  114.78         	|  30.118         	|
backward                           	|  0.10886        	|1000           	|  108.86         	|  28.564         	|
get_train_batch                    	|  0.011571       	|1025           	|  11.86          	|  3.1121         	|
fetch_next_train_batch             	|  0.011542       	|1025           	|  11.83          	|  3.1041         	|
on_train_batch_end                 	|  0.0030874      	|1000           	|  3.0874         	|  0.81012        	|
zero_grad                          	|  0.0015945      	|1000           	|  1.5945         	|  0.41838        	|
training_batch_to_device           	|  0.00035256     	|1000           	|  0.35256        	|  0.09251        	|
on_train_batch_start               	|  9.8993e-05     	|1000           	|  0.098993       	|  0.025975       	|
on_train_end                       	|  0.044886       	|1              	|  0.044886       	|  0.011778       	|
on_after_backward                  	|  3.0253e-05     	|1000           	|  0.030253       	|  0.0079382      	|
on_batch_start                     	|  2.5707e-05     	|1000           	|  0.025707       	|  0.0067453      	|
on_pretrain_routine_start          	|  0.024533       	|1              	|  0.024533       	|  0.0064373      	|
on_before_zero_grad                	|  2.0812e-05     	|1000           	|  0.020812       	|  0.005461       	|
on_batch_end                       	|  1.7224e-05     	|1000           	|  0.017224       	|  0.0045194      	|
on_before_optimizer_step           	|  1.5158e-05     	|1000           	|  0.015158       	|  0.0039774      	|
on_before_backward                 	|  1.4829e-05     	|1000           	|  0.014829       	|  0.0038911      	|
on_train_epoch_end                 	|  0.00055588     	|25             	|  0.013897       	|  0.0036465      	|
on_train_epoch_start               	|  0.00053344     	|25             	|  0.013336       	|  0.0034992      	|
configure_optimizers               	|  0.011558       	|1              	|  0.011558       	|  0.0030327      	|
training_step_end                  	|  8.5577e-06     	|1000           	|  0.0085577      	|  0.0022455      	|
on_train_start                     	|  0.001296       	|1              	|  0.001296       	|  0.00034006     	|
on_epoch_end                       	|  1.4518e-05     	|25             	|  0.00036296     	|  9.5237e-05     	|
on_epoch_start                     	|  1.2785e-05     	|25             	|  0.00031964     	|  8.387e-05      	|
on_fit_start                       	|  4.8876e-05     	|1              	|  4.8876e-05     	|  1.2825e-05     	|
on_fit_end                         	|  3.0642e-05     	|1              	|  3.0642e-05     	|  8.0403e-06     	|
setup                              	|  2.9219e-05     	|1              	|  2.9219e-05     	|  7.6669e-06     	|
on_before_accelerator_backend_setup	|  2.6233e-05     	|1              	|  2.6233e-05     	|  6.8835e-06     	|
on_configure_sharded_model         	|  2.3732e-05     	|1              	|  2.3732e-05     	|  6.2271e-06     	|
teardown                           	|  2.14e-05       	|1              	|  2.14e-05       	|  5.6152e-06     	|
on_pretrain_routine_end            	|  1.4246e-05     	|1              	|  1.4246e-05     	|  3.7379e-06     	|
configure_sharded_model            	|  1.3113e-05     	|1              	|  1.3113e-05     	|  3.4408e-06     	|
on_train_dataloader                	|  1.1807e-05     	|1              	|  1.1807e-05     	|  3.0981e-06     	|
prepare_data                       	|  9.8273e-06     	|1              	|  9.8273e-06     	|  2.5786e-06     	|
on_val_dataloader                  	|  7.0687e-06     	|1              	|  7.0687e-06     	|  1.8548e-06     	|
configure_callbacks                	|  5.9325e-06     	|1              	|  5.9325e-06     	|  1.5566e-06     	|
