FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  365.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.431          	|63             	|  342.15         	|  93.699         	|
run_training_batch                 	|  0.31893        	|1000           	|  318.93         	|  87.339         	|
optimizer_step_with_closure_0      	|  0.3162         	|1000           	|  316.2          	|  86.592         	|
training_step_and_backward         	|  0.23691        	|1000           	|  236.91         	|  64.878         	|
model_forward                      	|  0.14639        	|1000           	|  146.39         	|  40.09          	|
training_step                      	|  0.14626        	|1000           	|  146.26         	|  40.053         	|
backward                           	|  0.089148       	|1000           	|  89.148         	|  24.413         	|
get_train_batch                    	|  0.0074413      	|1063           	|  7.9101         	|  2.1662         	|
fetch_next_train_batch             	|  0.0074225      	|1063           	|  7.8901         	|  2.1607         	|
zero_grad                          	|  0.001343       	|1000           	|  1.343          	|  0.3678         	|
on_train_batch_end                 	|  0.0012037      	|1000           	|  1.2037         	|  0.32964        	|
training_batch_to_device           	|  0.00022712     	|1000           	|  0.22712        	|  0.062197       	|
on_train_batch_start               	|  8.9554e-05     	|1000           	|  0.089554       	|  0.024524       	|
on_train_end                       	|  0.025201       	|1              	|  0.025201       	|  0.0069013      	|
on_pretrain_routine_start          	|  0.022668       	|1              	|  0.022668       	|  0.0062078      	|
on_train_epoch_start               	|  0.00029408     	|63             	|  0.018527       	|  0.0050737      	|
on_train_epoch_end                 	|  0.0002858      	|63             	|  0.018006       	|  0.0049308      	|
on_batch_start                     	|  1.568e-05      	|1000           	|  0.01568        	|  0.004294       	|
on_batch_end                       	|  1.3323e-05     	|1000           	|  0.013323       	|  0.0036484      	|
on_before_zero_grad                	|  1.3266e-05     	|1000           	|  0.013266       	|  0.0036329      	|
on_after_backward                  	|  1.133e-05      	|1000           	|  0.01133        	|  0.0031027      	|
on_before_backward                 	|  1.0324e-05     	|1000           	|  0.010324       	|  0.0028272      	|
on_before_optimizer_step           	|  1.0214e-05     	|1000           	|  0.010214       	|  0.0027972      	|
configure_optimizers               	|  0.0083729      	|1              	|  0.0083729      	|  0.0022929      	|
training_step_end                  	|  5.7396e-06     	|1000           	|  0.0057396      	|  0.0015718      	|
on_train_start                     	|  0.00074173     	|1              	|  0.00074173     	|  0.00020312     	|
on_epoch_end                       	|  1.0617e-05     	|63             	|  0.00066887     	|  0.00018317     	|
on_epoch_start                     	|  1.0597e-05     	|63             	|  0.00066758     	|  0.00018282     	|
on_fit_end                         	|  2.0408e-05     	|1              	|  2.0408e-05     	|  5.5888e-06     	|
on_before_accelerator_backend_setup	|  1.8795e-05     	|1              	|  1.8795e-05     	|  5.1471e-06     	|
on_fit_start                       	|  1.6991e-05     	|1              	|  1.6991e-05     	|  4.653e-06      	|
setup                              	|  1.4187e-05     	|1              	|  1.4187e-05     	|  3.8851e-06     	|
on_configure_sharded_model         	|  1.3015e-05     	|1              	|  1.3015e-05     	|  3.5642e-06     	|
teardown                           	|  1.2974e-05     	|1              	|  1.2974e-05     	|  3.553e-06      	|
on_pretrain_routine_end            	|  9.8781e-06     	|1              	|  9.8781e-06     	|  2.7051e-06     	|
prepare_data                       	|  7.524e-06      	|1              	|  7.524e-06      	|  2.0605e-06     	|
configure_sharded_model            	|  5.1301e-06     	|1              	|  5.1301e-06     	|  1.4049e-06     	|
configure_callbacks                	|  4.949e-06      	|1              	|  4.949e-06      	|  1.3553e-06     	|
on_val_dataloader                  	|  4.779e-06      	|1              	|  4.779e-06      	|  1.3087e-06     	|
on_train_dataloader                	|  4.3081e-06     	|1              	|  4.3081e-06     	|  1.1798e-06     	|
