FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1270.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5036         	|500            	|  1251.8         	|  98.568         	|
run_training_batch                 	|  0.37658        	|1000           	|  376.58         	|  29.652         	|
optimizer_step_with_closure_0      	|  0.37256        	|1000           	|  372.56         	|  29.336         	|
training_step_and_backward         	|  0.2683         	|1000           	|  268.3          	|  21.127         	|
get_train_batch                    	|  0.094906       	|1500           	|  142.36         	|  11.21          	|
fetch_next_train_batch             	|  0.094867       	|1500           	|  142.3          	|  11.205         	|
model_forward                      	|  0.137          	|1000           	|  137.0          	|  10.787         	|
training_step                      	|  0.13677        	|1000           	|  136.77         	|  10.77          	|
backward                           	|  0.12977        	|1000           	|  129.77         	|  10.218         	|
on_train_batch_end                 	|  0.0023122      	|1000           	|  2.3122         	|  0.18206        	|
zero_grad                          	|  0.0014937      	|1000           	|  1.4937         	|  0.11762        	|
training_batch_to_device           	|  0.0006365      	|1000           	|  0.6365         	|  0.050119       	|
on_train_epoch_end                 	|  0.00036328     	|500            	|  0.18164        	|  0.014303       	|
on_train_epoch_start               	|  0.00034598     	|500            	|  0.17299        	|  0.013622       	|
on_train_batch_start               	|  0.00011281     	|1000           	|  0.11281        	|  0.0088828      	|
on_train_end                       	|  0.055276       	|1              	|  0.055276       	|  0.0043525      	|
on_batch_start                     	|  4.7989e-05     	|1000           	|  0.047989       	|  0.0037787      	|
on_after_backward                  	|  2.3671e-05     	|1000           	|  0.023671       	|  0.0018639      	|
on_pretrain_routine_start          	|  0.022532       	|1              	|  0.022532       	|  0.0017742      	|
on_before_zero_grad                	|  2.1506e-05     	|1000           	|  0.021506       	|  0.0016934      	|
on_before_optimizer_step           	|  1.8266e-05     	|1000           	|  0.018266       	|  0.0014383      	|
on_batch_end                       	|  1.5984e-05     	|1000           	|  0.015984       	|  0.0012586      	|
on_before_backward                 	|  1.3811e-05     	|1000           	|  0.013811       	|  0.0010875      	|
configure_optimizers               	|  0.0094218      	|1              	|  0.0094218      	|  0.00074189     	|
training_step_end                  	|  8.689e-06      	|1000           	|  0.008689       	|  0.00068419     	|
on_epoch_end                       	|  1.1967e-05     	|500            	|  0.0059835      	|  0.00047115     	|
on_epoch_start                     	|  1.1264e-05     	|500            	|  0.0056318      	|  0.00044346     	|
on_train_start                     	|  0.0020824      	|1              	|  0.0020824      	|  0.00016397     	|
on_fit_end                         	|  8.3337e-05     	|1              	|  8.3337e-05     	|  6.5621e-06     	|
on_before_accelerator_backend_setup	|  2.7297e-05     	|1              	|  2.7297e-05     	|  2.1494e-06     	|
on_fit_start                       	|  2.2894e-05     	|1              	|  2.2894e-05     	|  1.8027e-06     	|
setup                              	|  2.1864e-05     	|1              	|  2.1864e-05     	|  1.7216e-06     	|
on_configure_sharded_model         	|  2.1009e-05     	|1              	|  2.1009e-05     	|  1.6543e-06     	|
teardown                           	|  1.6171e-05     	|1              	|  1.6171e-05     	|  1.2734e-06     	|
on_pretrain_routine_end            	|  1.373e-05      	|1              	|  1.373e-05      	|  1.0811e-06     	|
prepare_data                       	|  9.8869e-06     	|1              	|  9.8869e-06     	|  7.7851e-07     	|
configure_sharded_model            	|  7.4506e-06     	|1              	|  7.4506e-06     	|  5.8667e-07     	|
configure_callbacks                	|  7.0725e-06     	|1              	|  7.0725e-06     	|  5.569e-07      	|
on_train_dataloader                	|  6.2119e-06     	|1              	|  6.2119e-06     	|  4.8914e-07     	|
on_val_dataloader                  	|  5.4426e-06     	|1              	|  5.4426e-06     	|  4.2856e-07     	|
