FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  338.0          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  12.748         	|25             	|  318.7          	|  94.29          	|
run_training_batch                 	|  0.26612        	|1000           	|  266.12         	|  78.733         	|
optimizer_step_with_closure_0      	|  0.2629         	|1000           	|  262.9          	|  77.782         	|
training_step_and_backward         	|  0.20333        	|1000           	|  203.33         	|  60.156         	|
backward                           	|  0.10158        	|1000           	|  101.58         	|  30.054         	|
model_forward                      	|  0.10033        	|1000           	|  100.33         	|  29.682         	|
training_step                      	|  0.10014        	|1000           	|  100.14         	|  29.627         	|
get_train_batch                    	|  0.010615       	|1025           	|  10.88          	|  3.219          	|
fetch_next_train_batch             	|  0.010592       	|1025           	|  10.857         	|  3.212          	|
on_train_batch_end                 	|  0.0020916      	|1000           	|  2.0916         	|  0.61883        	|
zero_grad                          	|  0.0013849      	|1000           	|  1.3849         	|  0.40974        	|
training_batch_to_device           	|  0.0002439      	|1000           	|  0.2439         	|  0.072161       	|
on_train_batch_start               	|  0.00010759     	|1000           	|  0.10759        	|  0.03183        	|
on_train_end                       	|  0.042291       	|1              	|  0.042291       	|  0.012512       	|
on_after_backward                  	|  2.644e-05      	|1000           	|  0.02644        	|  0.0078224      	|
on_pretrain_routine_start          	|  0.024604       	|1              	|  0.024604       	|  0.0072794      	|
on_batch_start                     	|  1.9675e-05     	|1000           	|  0.019675       	|  0.0058212      	|
on_before_zero_grad                	|  1.6717e-05     	|1000           	|  0.016717       	|  0.0049459      	|
on_batch_end                       	|  1.5303e-05     	|1000           	|  0.015303       	|  0.0045274      	|
on_before_backward                 	|  1.5279e-05     	|1000           	|  0.015279       	|  0.0045204      	|
on_before_optimizer_step           	|  1.356e-05      	|1000           	|  0.01356        	|  0.0040117      	|
configure_optimizers               	|  0.010104       	|1              	|  0.010104       	|  0.0029894      	|
on_train_epoch_start               	|  0.00036288     	|25             	|  0.009072       	|  0.002684       	|
on_train_epoch_end                 	|  0.00033533     	|25             	|  0.0083834      	|  0.0024803      	|
training_step_end                  	|  6.8933e-06     	|1000           	|  0.0068933      	|  0.0020394      	|
on_train_start                     	|  0.00099671     	|1              	|  0.00099671     	|  0.00029489     	|
on_epoch_end                       	|  1.1678e-05     	|25             	|  0.00029195     	|  8.6375e-05     	|
on_epoch_start                     	|  1.1345e-05     	|25             	|  0.00028362     	|  8.391e-05      	|
on_fit_start                       	|  4.4156e-05     	|1              	|  4.4156e-05     	|  1.3064e-05     	|
on_fit_end                         	|  2.6979e-05     	|1              	|  2.6979e-05     	|  7.9819e-06     	|
setup                              	|  2.5047e-05     	|1              	|  2.5047e-05     	|  7.4104e-06     	|
on_configure_sharded_model         	|  1.9476e-05     	|1              	|  1.9476e-05     	|  5.7621e-06     	|
on_before_accelerator_backend_setup	|  1.8975e-05     	|1              	|  1.8975e-05     	|  5.6139e-06     	|
teardown                           	|  1.5499e-05     	|1              	|  1.5499e-05     	|  4.5855e-06     	|
on_pretrain_routine_end            	|  1.2947e-05     	|1              	|  1.2947e-05     	|  3.8306e-06     	|
configure_sharded_model            	|  1.0725e-05     	|1              	|  1.0725e-05     	|  3.1731e-06     	|
prepare_data                       	|  6.8489e-06     	|1              	|  6.8489e-06     	|  2.0263e-06     	|
on_train_dataloader                	|  6.2659e-06     	|1              	|  6.2659e-06     	|  1.8538e-06     	|
configure_callbacks                	|  6.2417e-06     	|1              	|  6.2417e-06     	|  1.8467e-06     	|
on_val_dataloader                  	|  5.5172e-06     	|1              	|  5.5172e-06     	|  1.6323e-06     	|
