FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  537.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1581         	|63             	|  513.96         	|  95.556         	|
run_training_batch                 	|  0.37639        	|1000           	|  376.39         	|  69.979         	|
optimizer_step_with_closure_0      	|  0.37382        	|1000           	|  373.82         	|  69.502         	|
training_step_and_backward         	|  0.2662         	|1000           	|  266.2          	|  49.493         	|
model_forward                      	|  0.13751        	|1000           	|  137.51         	|  25.567         	|
training_step                      	|  0.13734        	|1000           	|  137.34         	|  25.534         	|
backward                           	|  0.12714        	|1000           	|  127.14         	|  23.638         	|
get_train_batch                    	|  0.02924        	|1063           	|  31.082         	|  5.7789         	|
fetch_next_train_batch             	|  0.029217       	|1063           	|  31.058         	|  5.7743         	|
on_train_batch_end                 	|  0.0018025      	|1000           	|  1.8025         	|  0.33513        	|
zero_grad                          	|  0.0015212      	|1000           	|  1.5212         	|  0.28282        	|
training_batch_to_device           	|  0.0002458      	|1000           	|  0.2458         	|  0.0457         	|
on_train_batch_start               	|  0.00011036     	|1000           	|  0.11036        	|  0.020518       	|
on_train_end                       	|  0.043842       	|1              	|  0.043842       	|  0.0081512      	|
on_pretrain_routine_start          	|  0.022958       	|1              	|  0.022958       	|  0.0042684      	|
on_train_epoch_start               	|  0.00036156     	|63             	|  0.022778       	|  0.004235       	|
on_train_epoch_end                 	|  0.00033831     	|63             	|  0.021313       	|  0.0039626      	|
on_batch_start                     	|  2.1091e-05     	|1000           	|  0.021091       	|  0.0039212      	|
on_after_backward                  	|  1.9913e-05     	|1000           	|  0.019913       	|  0.0037024      	|
on_before_zero_grad                	|  1.6947e-05     	|1000           	|  0.016947       	|  0.0031509      	|
on_batch_end                       	|  1.5234e-05     	|1000           	|  0.015234       	|  0.0028324      	|
on_before_backward                 	|  1.254e-05      	|1000           	|  0.01254        	|  0.0023314      	|
on_before_optimizer_step           	|  1.2522e-05     	|1000           	|  0.012522       	|  0.0023281      	|
configure_optimizers               	|  0.011744       	|1              	|  0.011744       	|  0.0021834      	|
training_step_end                  	|  7.1301e-06     	|1000           	|  0.0071301      	|  0.0013256      	|
on_train_start                     	|  0.0017361      	|1              	|  0.0017361      	|  0.00032277     	|
on_epoch_end                       	|  1.1949e-05     	|63             	|  0.00075279     	|  0.00013996     	|
on_epoch_start                     	|  1.1237e-05     	|63             	|  0.00070792     	|  0.00013162     	|
on_fit_end                         	|  5.4516e-05     	|1              	|  5.4516e-05     	|  1.0136e-05     	|
on_fit_start                       	|  5.0779e-05     	|1              	|  5.0779e-05     	|  9.441e-06      	|
on_before_accelerator_backend_setup	|  2.6308e-05     	|1              	|  2.6308e-05     	|  4.8912e-06     	|
on_configure_sharded_model         	|  2.0539e-05     	|1              	|  2.0539e-05     	|  3.8187e-06     	|
setup                              	|  1.996e-05      	|1              	|  1.996e-05      	|  3.711e-06      	|
teardown                           	|  1.5423e-05     	|1              	|  1.5423e-05     	|  2.8674e-06     	|
on_pretrain_routine_end            	|  1.3229e-05     	|1              	|  1.3229e-05     	|  2.4595e-06     	|
prepare_data                       	|  8.5086e-06     	|1              	|  8.5086e-06     	|  1.5819e-06     	|
configure_callbacks                	|  8.2441e-06     	|1              	|  8.2441e-06     	|  1.5328e-06     	|
configure_sharded_model            	|  8.0392e-06     	|1              	|  8.0392e-06     	|  1.4947e-06     	|
on_val_dataloader                  	|  6.6981e-06     	|1              	|  6.6981e-06     	|  1.2453e-06     	|
on_train_dataloader                	|  6.4895e-06     	|1              	|  6.4895e-06     	|  1.2065e-06     	|
