FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  662.36         	|  100 %          	|
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run_training_epoch                 	|  3.8403         	|167            	|  641.33         	|  96.826         	|
run_training_batch                 	|  0.27847        	|1000           	|  278.47         	|  42.042         	|
optimizer_step_with_closure_0      	|  0.27451        	|1000           	|  274.51         	|  41.444         	|
training_step_and_backward         	|  0.20842        	|1000           	|  208.42         	|  31.466         	|
model_forward                      	|  0.11121        	|1000           	|  111.21         	|  16.789         	|
training_step                      	|  0.11102        	|1000           	|  111.02         	|  16.761         	|
backward                           	|  0.09571        	|1000           	|  95.71          	|  14.45          	|
get_train_batch                    	|  0.066056       	|1167           	|  77.087         	|  11.638         	|
fetch_next_train_batch             	|  0.066018       	|1167           	|  77.044         	|  11.632         	|
on_train_batch_end                 	|  0.0020395      	|1000           	|  2.0395         	|  0.30792        	|
zero_grad                          	|  0.0014659      	|1000           	|  1.4659         	|  0.22131        	|
training_batch_to_device           	|  0.00042369     	|1000           	|  0.42369        	|  0.063967       	|
on_train_batch_start               	|  9.8789e-05     	|1000           	|  0.098789       	|  0.014915       	|
on_train_epoch_start               	|  0.00033703     	|167            	|  0.056284       	|  0.0084975      	|
on_train_epoch_end                 	|  0.0003211      	|167            	|  0.053624       	|  0.0080959      	|
on_train_end                       	|  0.04736        	|1              	|  0.04736        	|  0.0071501      	|
on_after_backward                  	|  3.8351e-05     	|1000           	|  0.038351       	|  0.0057901      	|
on_batch_start                     	|  2.9091e-05     	|1000           	|  0.029091       	|  0.004392       	|
on_pretrain_routine_start          	|  0.023758       	|1              	|  0.023758       	|  0.0035869      	|
on_before_zero_grad                	|  1.8109e-05     	|1000           	|  0.018109       	|  0.002734       	|
on_batch_end                       	|  1.6203e-05     	|1000           	|  0.016203       	|  0.0024463      	|
on_before_optimizer_step           	|  1.3006e-05     	|1000           	|  0.013006       	|  0.0019636      	|
on_before_backward                 	|  1.2766e-05     	|1000           	|  0.012766       	|  0.0019273      	|
configure_optimizers               	|  0.010883       	|1              	|  0.010883       	|  0.0016431      	|
training_step_end                  	|  7.7273e-06     	|1000           	|  0.0077273      	|  0.0011666      	|
on_train_start                     	|  0.0032752      	|1              	|  0.0032752      	|  0.00049447     	|
on_epoch_start                     	|  1.223e-05      	|167            	|  0.0020423      	|  0.00030834     	|
on_epoch_end                       	|  1.2089e-05     	|167            	|  0.0020188      	|  0.00030479     	|
on_fit_end                         	|  0.00016636     	|1              	|  0.00016636     	|  2.5116e-05     	|
on_fit_start                       	|  4.0807e-05     	|1              	|  4.0807e-05     	|  6.1608e-06     	|
teardown                           	|  3.5834e-05     	|1              	|  3.5834e-05     	|  5.41e-06       	|
setup                              	|  2.8802e-05     	|1              	|  2.8802e-05     	|  4.3484e-06     	|
on_before_accelerator_backend_setup	|  2.6768e-05     	|1              	|  2.6768e-05     	|  4.0413e-06     	|
on_configure_sharded_model         	|  2.4099e-05     	|1              	|  2.4099e-05     	|  3.6383e-06     	|
on_pretrain_routine_end            	|  1.3996e-05     	|1              	|  1.3996e-05     	|  2.113e-06      	|
configure_callbacks                	|  1.0978e-05     	|1              	|  1.0978e-05     	|  1.6575e-06     	|
prepare_data                       	|  1.0168e-05     	|1              	|  1.0168e-05     	|  1.5351e-06     	|
on_train_dataloader                	|  8.015e-06      	|1              	|  8.015e-06      	|  1.2101e-06     	|
on_val_dataloader                  	|  7.7505e-06     	|1              	|  7.7505e-06     	|  1.1701e-06     	|
configure_sharded_model            	|  7.0538e-06     	|1              	|  7.0538e-06     	|  1.065e-06      	|
