FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.28         	|  100 %          	|
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run_training_epoch                 	|  13.329         	|25             	|  333.23         	|  94.324         	|
run_training_batch                 	|  0.28002        	|1000           	|  280.02         	|  79.261         	|
optimizer_step_with_closure_0      	|  0.27673        	|1000           	|  276.73         	|  78.33          	|
training_step_and_backward         	|  0.21436        	|1000           	|  214.36         	|  60.675         	|
model_forward                      	|  0.10653        	|1000           	|  106.53         	|  30.155         	|
backward                           	|  0.10634        	|1000           	|  106.34         	|  30.1           	|
training_step                      	|  0.10633        	|1000           	|  106.33         	|  30.099         	|
get_train_batch                    	|  0.010237       	|1025           	|  10.493         	|  2.97           	|
fetch_next_train_batch             	|  0.010211       	|1025           	|  10.466         	|  2.9625         	|
on_train_batch_end                 	|  0.0024556      	|1000           	|  2.4556         	|  0.69507        	|
zero_grad                          	|  0.0014507      	|1000           	|  1.4507         	|  0.41065        	|
training_batch_to_device           	|  0.00028333     	|1000           	|  0.28333        	|  0.080198       	|
on_train_batch_start               	|  9.4827e-05     	|1000           	|  0.094827       	|  0.026841       	|
on_train_end                       	|  0.042369       	|1              	|  0.042369       	|  0.011993       	|
on_after_backward                  	|  2.5578e-05     	|1000           	|  0.025578       	|  0.00724        	|
on_batch_start                     	|  2.3574e-05     	|1000           	|  0.023574       	|  0.0066728      	|
on_pretrain_routine_start          	|  0.023552       	|1              	|  0.023552       	|  0.0066666      	|
on_train_epoch_end                 	|  0.00088772     	|25             	|  0.022193       	|  0.0062819      	|
on_before_zero_grad                	|  1.7026e-05     	|1000           	|  0.017026       	|  0.0048195      	|
on_batch_end                       	|  1.6116e-05     	|1000           	|  0.016116       	|  0.0045617      	|
on_before_backward                 	|  1.383e-05      	|1000           	|  0.01383        	|  0.0039147      	|
on_before_optimizer_step           	|  1.3723e-05     	|1000           	|  0.013723       	|  0.0038844      	|
on_train_epoch_start               	|  0.00043621     	|25             	|  0.010905       	|  0.0030868      	|
configure_optimizers               	|  0.010128       	|1              	|  0.010128       	|  0.0028667      	|
training_step_end                  	|  7.4642e-06     	|1000           	|  0.0074642      	|  0.0021128      	|
on_train_start                     	|  0.0011546      	|1              	|  0.0011546      	|  0.00032681     	|
on_epoch_start                     	|  1.0804e-05     	|25             	|  0.0002701      	|  7.6454e-05     	|
on_epoch_end                       	|  1.0648e-05     	|25             	|  0.00026619     	|  7.5348e-05     	|
on_fit_start                       	|  4.2699e-05     	|1              	|  4.2699e-05     	|  1.2086e-05     	|
on_before_accelerator_backend_setup	|  3.0352e-05     	|1              	|  3.0352e-05     	|  8.5913e-06     	|
setup                              	|  2.7115e-05     	|1              	|  2.7115e-05     	|  7.675e-06      	|
on_fit_end                         	|  2.5412e-05     	|1              	|  2.5412e-05     	|  7.1931e-06     	|
on_configure_sharded_model         	|  2.3631e-05     	|1              	|  2.3631e-05     	|  6.689e-06      	|
teardown                           	|  1.4775e-05     	|1              	|  1.4775e-05     	|  4.182e-06      	|
on_pretrain_routine_end            	|  1.3595e-05     	|1              	|  1.3595e-05     	|  3.8483e-06     	|
prepare_data                       	|  1.2171e-05     	|1              	|  1.2171e-05     	|  3.445e-06      	|
configure_sharded_model            	|  1.1479e-05     	|1              	|  1.1479e-05     	|  3.2494e-06     	|
on_val_dataloader                  	|  9.0301e-06     	|1              	|  9.0301e-06     	|  2.556e-06      	|
on_train_dataloader                	|  8.7842e-06     	|1              	|  8.7842e-06     	|  2.4864e-06     	|
configure_callbacks                	|  5.56e-06       	|1              	|  5.56e-06       	|  1.5738e-06     	|
