FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  389.19         	|  100 %          	|
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run_training_epoch                 	|  17.321         	|21             	|  363.73         	|  93.46          	|
run_training_batch                 	|  0.31489        	|1000           	|  314.89         	|  80.909         	|
optimizer_step_with_closure_0      	|  0.31069        	|1000           	|  310.69         	|  79.832         	|
training_step_and_backward         	|  0.23809        	|1000           	|  238.09         	|  61.178         	|
backward                           	|  0.11903        	|1000           	|  119.03         	|  30.584         	|
model_forward                      	|  0.11724        	|1000           	|  117.24         	|  30.124         	|
training_step                      	|  0.11701        	|1000           	|  117.01         	|  30.066         	|
get_train_batch                    	|  0.01018        	|1021           	|  10.394         	|  2.6707         	|
fetch_next_train_batch             	|  0.010153       	|1021           	|  10.367         	|  2.6637         	|
on_train_batch_end                 	|  0.0027256      	|1000           	|  2.7256         	|  0.70033        	|
zero_grad                          	|  0.0017841      	|1000           	|  1.7841         	|  0.45841        	|
training_batch_to_device           	|  0.00031992     	|1000           	|  0.31992        	|  0.082202       	|
on_train_batch_start               	|  0.00012804     	|1000           	|  0.12804        	|  0.032899       	|
on_train_end                       	|  0.071323       	|1              	|  0.071323       	|  0.018326       	|
on_after_backward                  	|  3.1249e-05     	|1000           	|  0.031249       	|  0.0080293      	|
on_pretrain_routine_start          	|  0.025611       	|1              	|  0.025611       	|  0.0065806      	|
on_batch_start                     	|  2.4294e-05     	|1000           	|  0.024294       	|  0.0062422      	|
on_before_zero_grad                	|  2.1637e-05     	|1000           	|  0.021637       	|  0.0055596      	|
configure_optimizers               	|  0.02023        	|1              	|  0.02023        	|  0.005198       	|
on_batch_end                       	|  1.8337e-05     	|1000           	|  0.018337       	|  0.0047118      	|
on_before_optimizer_step           	|  1.5945e-05     	|1000           	|  0.015945       	|  0.0040969      	|
on_before_backward                 	|  1.5889e-05     	|1000           	|  0.015889       	|  0.0040826      	|
on_train_epoch_start               	|  0.0004795      	|21             	|  0.010069       	|  0.0025873      	|
on_train_epoch_end                 	|  0.00046103     	|21             	|  0.0096817      	|  0.0024877      	|
training_step_end                  	|  8.3909e-06     	|1000           	|  0.0083909      	|  0.002156       	|
on_train_start                     	|  0.0025179      	|1              	|  0.0025179      	|  0.00064696     	|
on_epoch_end                       	|  1.3839e-05     	|21             	|  0.00029062     	|  7.4675e-05     	|
on_epoch_start                     	|  1.3562e-05     	|21             	|  0.0002848      	|  7.3179e-05     	|
on_fit_end                         	|  7.2366e-05     	|1              	|  7.2366e-05     	|  1.8594e-05     	|
on_fit_start                       	|  5.1457e-05     	|1              	|  5.1457e-05     	|  1.3222e-05     	|
on_before_accelerator_backend_setup	|  2.7105e-05     	|1              	|  2.7105e-05     	|  6.9646e-06     	|
setup                              	|  2.6753e-05     	|1              	|  2.6753e-05     	|  6.8741e-06     	|
on_configure_sharded_model         	|  2.2396e-05     	|1              	|  2.2396e-05     	|  5.7547e-06     	|
teardown                           	|  1.8155e-05     	|1              	|  1.8155e-05     	|  4.6649e-06     	|
on_pretrain_routine_end            	|  1.5438e-05     	|1              	|  1.5438e-05     	|  3.9666e-06     	|
prepare_data                       	|  1.0921e-05     	|1              	|  1.0921e-05     	|  2.806e-06      	|
configure_sharded_model            	|  8.6483e-06     	|1              	|  8.6483e-06     	|  2.2221e-06     	|
on_train_dataloader                	|  8.2236e-06     	|1              	|  8.2236e-06     	|  2.113e-06      	|
on_val_dataloader                  	|  7.3221e-06     	|1              	|  7.3221e-06     	|  1.8814e-06     	|
configure_callbacks                	|  5.2564e-06     	|1              	|  5.2564e-06     	|  1.3506e-06     	|
