FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  419.37         	|  100 %          	|
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run_training_epoch                 	|  6.3568         	|63             	|  400.48         	|  95.496         	|
run_training_batch                 	|  0.27689        	|1000           	|  276.89         	|  66.026         	|
optimizer_step_with_closure_0      	|  0.2736         	|1000           	|  273.6          	|  65.24          	|
training_step_and_backward         	|  0.20842        	|1000           	|  208.42         	|  49.699         	|
model_forward                      	|  0.10556        	|1000           	|  105.56         	|  25.17          	|
training_step                      	|  0.10536        	|1000           	|  105.36         	|  25.125         	|
backward                           	|  0.10132        	|1000           	|  101.32         	|  24.161         	|
get_train_batch                    	|  0.026142       	|1063           	|  27.789         	|  6.6265         	|
fetch_next_train_batch             	|  0.026114       	|1063           	|  27.759         	|  6.6194         	|
on_train_batch_end                 	|  0.0021493      	|1000           	|  2.1493         	|  0.51251        	|
zero_grad                          	|  0.0015102      	|1000           	|  1.5102         	|  0.36011        	|
training_batch_to_device           	|  0.00029137     	|1000           	|  0.29137        	|  0.069479       	|
on_train_batch_start               	|  9.4189e-05     	|1000           	|  0.094189       	|  0.02246        	|
on_train_end                       	|  0.05165        	|1              	|  0.05165        	|  0.012316       	|
on_after_backward                  	|  2.7311e-05     	|1000           	|  0.027311       	|  0.0065123      	|
on_pretrain_routine_start          	|  0.023006       	|1              	|  0.023006       	|  0.0054858      	|
on_batch_start                     	|  2.1662e-05     	|1000           	|  0.021662       	|  0.0051654      	|
configure_optimizers               	|  0.021124       	|1              	|  0.021124       	|  0.0050372      	|
on_train_epoch_end                 	|  0.00031923     	|63             	|  0.020112       	|  0.0047958      	|
on_train_epoch_start               	|  0.00031741     	|63             	|  0.019997       	|  0.0047684      	|
on_before_zero_grad                	|  1.7779e-05     	|1000           	|  0.017779       	|  0.0042394      	|
on_batch_end                       	|  1.5492e-05     	|1000           	|  0.015492       	|  0.0036941      	|
on_before_backward                 	|  1.3548e-05     	|1000           	|  0.013548       	|  0.0032305      	|
on_before_optimizer_step           	|  1.2756e-05     	|1000           	|  0.012756       	|  0.0030418      	|
training_step_end                  	|  8.0498e-06     	|1000           	|  0.0080498      	|  0.0019195      	|
on_train_start                     	|  0.0011128      	|1              	|  0.0011128      	|  0.00026536     	|
on_epoch_end                       	|  1.2243e-05     	|63             	|  0.00077133     	|  0.00018393     	|
on_epoch_start                     	|  1.0952e-05     	|63             	|  0.00068997     	|  0.00016453     	|
on_fit_end                         	|  5.3016e-05     	|1              	|  5.3016e-05     	|  1.2642e-05     	|
on_fit_start                       	|  4.2945e-05     	|1              	|  4.2945e-05     	|  1.0241e-05     	|
setup                              	|  2.3779e-05     	|1              	|  2.3779e-05     	|  5.6701e-06     	|
on_before_accelerator_backend_setup	|  2.3374e-05     	|1              	|  2.3374e-05     	|  5.5737e-06     	|
on_configure_sharded_model         	|  2.2534e-05     	|1              	|  2.2534e-05     	|  5.3734e-06     	|
on_pretrain_routine_end            	|  1.4886e-05     	|1              	|  1.4886e-05     	|  3.5497e-06     	|
teardown                           	|  1.4313e-05     	|1              	|  1.4313e-05     	|  3.4129e-06     	|
on_train_dataloader                	|  9.153e-06      	|1              	|  9.153e-06      	|  2.1826e-06     	|
configure_callbacks                	|  8.544e-06      	|1              	|  8.544e-06      	|  2.0374e-06     	|
prepare_data                       	|  8.4359e-06     	|1              	|  8.4359e-06     	|  2.0116e-06     	|
on_val_dataloader                  	|  8.2403e-06     	|1              	|  8.2403e-06     	|  1.965e-06      	|
configure_sharded_model            	|  7.8995e-06     	|1              	|  7.8995e-06     	|  1.8837e-06     	|
