FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1719.7         	|  100 %          	|
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run_training_epoch                 	|  3.3922         	|500            	|  1696.1         	|  98.625         	|
run_training_batch                 	|  0.2011         	|8000           	|  1608.8         	|  93.549         	|
training_step_and_backward         	|  0.18993        	|8000           	|  1519.4         	|  88.352         	|
model_forward                      	|  0.10668        	|8000           	|  853.47         	|  49.628         	|
training_step                      	|  0.10655        	|8000           	|  852.38         	|  49.565         	|
backward                           	|  0.083056       	|8000           	|  664.45         	|  38.637         	|
optimizer_step_with_closure_0      	|  0.24754        	|1000           	|  247.54         	|  14.394         	|
get_train_batch                    	|  0.0067806      	|8500           	|  57.635         	|  3.3514         	|
fetch_next_train_batch             	|  0.0067614      	|8500           	|  57.472         	|  3.3419         	|
on_train_batch_end                 	|  0.0011089      	|8000           	|  8.8711         	|  0.51584        	|
training_batch_to_device           	|  0.00023393     	|8000           	|  1.8714         	|  0.10882        	|
zero_grad                          	|  0.0013478      	|1000           	|  1.3478         	|  0.078375       	|
on_train_batch_start               	|  9.1635e-05     	|8000           	|  0.73308        	|  0.042628       	|
on_train_epoch_start               	|  0.00028628     	|500            	|  0.14314        	|  0.0083234      	|
on_batch_start                     	|  1.698e-05      	|8000           	|  0.13584        	|  0.007899       	|
on_train_epoch_end                 	|  0.00025914     	|500            	|  0.12957        	|  0.0075342      	|
on_batch_end                       	|  1.3838e-05     	|8000           	|  0.11071        	|  0.0064375      	|
on_before_backward                 	|  1.2703e-05     	|8000           	|  0.10163        	|  0.0059094      	|
on_after_backward                  	|  1.1907e-05     	|8000           	|  0.095258       	|  0.0055391      	|
training_step_end                  	|  6.2823e-06     	|8000           	|  0.050259       	|  0.0029225      	|
on_train_end                       	|  0.024789       	|1              	|  0.024789       	|  0.0014414      	|
on_pretrain_routine_start          	|  0.022833       	|1              	|  0.022833       	|  0.0013277      	|
on_before_zero_grad                	|  2.0816e-05     	|1000           	|  0.020816       	|  0.0012104      	|
on_before_optimizer_step           	|  1.5236e-05     	|1000           	|  0.015236       	|  0.00088595     	|
configure_optimizers               	|  0.0081441      	|1              	|  0.0081441      	|  0.00047357     	|
on_epoch_start                     	|  1.1064e-05     	|500            	|  0.005532       	|  0.00032168     	|
on_epoch_end                       	|  1.003e-05      	|500            	|  0.005015       	|  0.00029162     	|
on_train_start                     	|  0.00071883     	|1              	|  0.00071883     	|  4.1799e-05     	|
on_fit_end                         	|  2.3934e-05     	|1              	|  2.3934e-05     	|  1.3917e-06     	|
setup                              	|  2.2041e-05     	|1              	|  2.2041e-05     	|  1.2817e-06     	|
on_before_accelerator_backend_setup	|  2.0058e-05     	|1              	|  2.0058e-05     	|  1.1664e-06     	|
on_configure_sharded_model         	|  1.7603e-05     	|1              	|  1.7603e-05     	|  1.0236e-06     	|
on_fit_start                       	|  1.6642e-05     	|1              	|  1.6642e-05     	|  9.6771e-07     	|
teardown                           	|  1.04e-05       	|1              	|  1.04e-05       	|  6.0474e-07     	|
on_pretrain_routine_end            	|  9.879e-06      	|1              	|  9.879e-06      	|  5.7445e-07     	|
prepare_data                       	|  8.015e-06      	|1              	|  8.015e-06      	|  4.6606e-07     	|
configure_callbacks                	|  5.781e-06      	|1              	|  5.781e-06      	|  3.3616e-07     	|
configure_sharded_model            	|  4.899e-06      	|1              	|  4.899e-06      	|  2.8487e-07     	|
on_val_dataloader                  	|  4.068e-06      	|1              	|  4.068e-06      	|  2.3655e-07     	|
on_train_dataloader                	|  3.9269e-06     	|1              	|  3.9269e-06     	|  2.2835e-07     	|
