FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  535.74         	|  100 %          	|
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run_training_epoch                 	|  8.1197         	|63             	|  511.54         	|  95.484         	|
run_training_batch                 	|  0.37585        	|1000           	|  375.85         	|  70.156         	|
optimizer_step_with_closure_0      	|  0.37324        	|1000           	|  373.24         	|  69.668         	|
training_step_and_backward         	|  0.26595        	|1000           	|  265.95         	|  49.641         	|
model_forward                      	|  0.13714        	|1000           	|  137.14         	|  25.598         	|
training_step                      	|  0.13696        	|1000           	|  136.96         	|  25.565         	|
backward                           	|  0.12725        	|1000           	|  127.25         	|  23.753         	|
get_train_batch                    	|  0.028825       	|1063           	|  30.641         	|  5.7195         	|
fetch_next_train_batch             	|  0.028802       	|1063           	|  30.617         	|  5.7149         	|
on_train_batch_end                 	|  0.001816       	|1000           	|  1.816          	|  0.33898        	|
zero_grad                          	|  0.0015245      	|1000           	|  1.5245         	|  0.28455        	|
training_batch_to_device           	|  0.00024908     	|1000           	|  0.24908        	|  0.046492       	|
on_train_batch_start               	|  9.4202e-05     	|1000           	|  0.094202       	|  0.017584       	|
on_train_end                       	|  0.044607       	|1              	|  0.044607       	|  0.0083263      	|
on_pretrain_routine_start          	|  0.023129       	|1              	|  0.023129       	|  0.0043172      	|
on_train_epoch_start               	|  0.00036526     	|63             	|  0.023011       	|  0.0042953      	|
on_train_epoch_end                 	|  0.00035399     	|63             	|  0.022301       	|  0.0041627      	|
on_after_backward                  	|  2.0396e-05     	|1000           	|  0.020396       	|  0.0038071      	|
on_batch_start                     	|  2.0245e-05     	|1000           	|  0.020245       	|  0.0037789      	|
on_before_zero_grad                	|  1.682e-05      	|1000           	|  0.01682        	|  0.0031396      	|
on_batch_end                       	|  1.5341e-05     	|1000           	|  0.015341       	|  0.0028636      	|
on_before_optimizer_step           	|  1.3161e-05     	|1000           	|  0.013161       	|  0.0024567      	|
configure_optimizers               	|  0.012461       	|1              	|  0.012461       	|  0.002326       	|
on_before_backward                 	|  1.1925e-05     	|1000           	|  0.011925       	|  0.0022259      	|
training_step_end                  	|  6.4322e-06     	|1000           	|  0.0064322      	|  0.0012006      	|
on_train_start                     	|  0.002159       	|1              	|  0.002159       	|  0.00040299     	|
on_epoch_end                       	|  1.2049e-05     	|63             	|  0.00075911     	|  0.00014169     	|
on_epoch_start                     	|  1.0907e-05     	|63             	|  0.00068717     	|  0.00012827     	|
on_fit_start                       	|  0.00014186     	|1              	|  0.00014186     	|  2.6479e-05     	|
on_configure_sharded_model         	|  3.3125e-05     	|1              	|  3.3125e-05     	|  6.1831e-06     	|
on_fit_end                         	|  2.8636e-05     	|1              	|  2.8636e-05     	|  5.3452e-06     	|
on_before_accelerator_backend_setup	|  2.772e-05      	|1              	|  2.772e-05      	|  5.1742e-06     	|
setup                              	|  2.4764e-05     	|1              	|  2.4764e-05     	|  4.6224e-06     	|
teardown                           	|  1.4553e-05     	|1              	|  1.4553e-05     	|  2.7164e-06     	|
on_pretrain_routine_end            	|  1.3791e-05     	|1              	|  1.3791e-05     	|  2.5742e-06     	|
configure_callbacks                	|  9.9912e-06     	|1              	|  9.9912e-06     	|  1.865e-06      	|
configure_sharded_model            	|  8.6911e-06     	|1              	|  8.6911e-06     	|  1.6223e-06     	|
on_val_dataloader                  	|  8.6613e-06     	|1              	|  8.6613e-06     	|  1.6167e-06     	|
prepare_data                       	|  8.4192e-06     	|1              	|  8.4192e-06     	|  1.5715e-06     	|
on_train_dataloader                	|  6.9011e-06     	|1              	|  6.9011e-06     	|  1.2882e-06     	|
