FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1673.5         	|  100 %          	|
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run_training_epoch                 	|  26.196         	|63             	|  1650.3         	|  98.614         	|
run_training_batch                 	|  0.20187        	|8000           	|  1615.0         	|  96.503         	|
training_step_and_backward         	|  0.19067        	|8000           	|  1525.4         	|  91.148         	|
model_forward                      	|  0.10642        	|8000           	|  851.36         	|  50.873         	|
training_step                      	|  0.10629        	|8000           	|  850.3          	|  50.809         	|
backward                           	|  0.084071       	|8000           	|  672.57         	|  40.189         	|
optimizer_step_with_closure_0      	|  0.249          	|1000           	|  249.0          	|  14.879         	|
get_train_batch                    	|  0.0022878      	|8063           	|  18.446         	|  1.1022         	|
fetch_next_train_batch             	|  0.0022706      	|8063           	|  18.308         	|  1.094          	|
on_train_batch_end                 	|  0.0010915      	|8000           	|  8.7317         	|  0.52176        	|
training_batch_to_device           	|  0.00021386     	|8000           	|  1.7108         	|  0.10223        	|
zero_grad                          	|  0.0012921      	|1000           	|  1.2921         	|  0.077211       	|
on_train_batch_start               	|  9.1154e-05     	|8000           	|  0.72923        	|  0.043575       	|
on_batch_start                     	|  1.5099e-05     	|8000           	|  0.12079        	|  0.0072178      	|
on_before_backward                 	|  1.3374e-05     	|8000           	|  0.10699        	|  0.0063932      	|
on_batch_end                       	|  1.2868e-05     	|8000           	|  0.10294        	|  0.0061513      	|
on_after_backward                  	|  1.1442e-05     	|8000           	|  0.091538       	|  0.0054698      	|
training_step_end                  	|  5.9008e-06     	|8000           	|  0.047206       	|  0.0028208      	|
on_train_end                       	|  0.025621       	|1              	|  0.025621       	|  0.001531       	|
on_pretrain_routine_start          	|  0.022909       	|1              	|  0.022909       	|  0.0013689      	|
on_train_epoch_start               	|  0.00030985     	|63             	|  0.019521       	|  0.0011665      	|
on_train_epoch_end                 	|  0.00027503     	|63             	|  0.017327       	|  0.0010353      	|
on_before_zero_grad                	|  1.4362e-05     	|1000           	|  0.014362       	|  0.00085821     	|
on_before_optimizer_step           	|  1.1175e-05     	|1000           	|  0.011175       	|  0.00066778     	|
configure_optimizers               	|  0.0081652      	|1              	|  0.0081652      	|  0.00048791     	|
on_train_start                     	|  0.00076292     	|1              	|  0.00076292     	|  4.5588e-05     	|
on_epoch_start                     	|  1.0585e-05     	|63             	|  0.00066684     	|  3.9847e-05     	|
on_epoch_end                       	|  1.0181e-05     	|63             	|  0.00064139     	|  3.8326e-05     	|
on_fit_end                         	|  2.5107e-05     	|1              	|  2.5107e-05     	|  1.5003e-06     	|
setup                              	|  2.4114e-05     	|1              	|  2.4114e-05     	|  1.4409e-06     	|
on_before_accelerator_backend_setup	|  2.2753e-05     	|1              	|  2.2753e-05     	|  1.3596e-06     	|
on_fit_start                       	|  1.6901e-05     	|1              	|  1.6901e-05     	|  1.0099e-06     	|
on_configure_sharded_model         	|  1.617e-05      	|1              	|  1.617e-05      	|  9.6624e-07     	|
teardown                           	|  1.2173e-05     	|1              	|  1.2173e-05     	|  7.274e-07      	|
on_pretrain_routine_end            	|  9.7279e-06     	|1              	|  9.7279e-06     	|  5.8129e-07     	|
prepare_data                       	|  8.9761e-06     	|1              	|  8.9761e-06     	|  5.3636e-07     	|
configure_callbacks                	|  6.6319e-06     	|1              	|  6.6319e-06     	|  3.9629e-07     	|
configure_sharded_model            	|  4.8792e-06     	|1              	|  4.8792e-06     	|  2.9156e-07     	|
on_val_dataloader                  	|  4.7081e-06     	|1              	|  4.7081e-06     	|  2.8133e-07     	|
on_train_dataloader                	|  4.4282e-06     	|1              	|  4.4282e-06     	|  2.6461e-07     	|
