FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  508.31         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.7345         	|63             	|  487.27         	|  95.861         	|
run_training_batch                 	|  0.36538        	|1000           	|  365.38         	|  71.881         	|
optimizer_step_with_closure_0      	|  0.36283        	|1000           	|  362.83         	|  71.379         	|
training_step_and_backward         	|  0.2611         	|1000           	|  261.1          	|  51.366         	|
model_forward                      	|  0.1355         	|1000           	|  135.5          	|  26.656         	|
training_step                      	|  0.13533        	|1000           	|  135.33         	|  26.623         	|
backward                           	|  0.12424        	|1000           	|  124.24         	|  24.442         	|
get_train_batch                    	|  0.025605       	|1063           	|  27.218         	|  5.3547         	|
fetch_next_train_batch             	|  0.025582       	|1063           	|  27.194         	|  5.3499         	|
on_train_batch_end                 	|  0.0017627      	|1000           	|  1.7627         	|  0.34678        	|
zero_grad                          	|  0.0013277      	|1000           	|  1.3277         	|  0.26119        	|
on_train_end                       	|  0.32211        	|1              	|  0.32211        	|  0.063369       	|
training_batch_to_device           	|  0.00025129     	|1000           	|  0.25129        	|  0.049436       	|
on_train_batch_start               	|  0.00014787     	|1000           	|  0.14787        	|  0.02909        	|
on_pretrain_routine_start          	|  0.026015       	|1              	|  0.026015       	|  0.0051178      	|
on_train_epoch_start               	|  0.00035753     	|63             	|  0.022525       	|  0.0044312      	|
on_batch_start                     	|  2.1343e-05     	|1000           	|  0.021343       	|  0.0041988      	|
on_train_epoch_end                 	|  0.00032903     	|63             	|  0.020729       	|  0.004078       	|
on_after_backward                  	|  2.0096e-05     	|1000           	|  0.020096       	|  0.0039536      	|
on_before_zero_grad                	|  1.7859e-05     	|1000           	|  0.017859       	|  0.0035134      	|
on_batch_end                       	|  1.5592e-05     	|1000           	|  0.015592       	|  0.0030675      	|
on_before_optimizer_step           	|  1.3013e-05     	|1000           	|  0.013013       	|  0.00256        	|
on_before_backward                 	|  1.1961e-05     	|1000           	|  0.011961       	|  0.002353       	|
configure_optimizers               	|  0.010441       	|1              	|  0.010441       	|  0.0020541      	|
training_step_end                  	|  6.5961e-06     	|1000           	|  0.0065961      	|  0.0012977      	|
on_train_start                     	|  0.0017276      	|1              	|  0.0017276      	|  0.00033988     	|
on_epoch_end                       	|  1.2215e-05     	|63             	|  0.00076956     	|  0.0001514      	|
on_epoch_start                     	|  1.0781e-05     	|63             	|  0.00067923     	|  0.00013362     	|
on_fit_end                         	|  5.4527e-05     	|1              	|  5.4527e-05     	|  1.0727e-05     	|
on_fit_start                       	|  4.174e-05      	|1              	|  4.174e-05      	|  8.2115e-06     	|
on_before_accelerator_backend_setup	|  4.1025e-05     	|1              	|  4.1025e-05     	|  8.0708e-06     	|
setup                              	|  2.7165e-05     	|1              	|  2.7165e-05     	|  5.3441e-06     	|
on_configure_sharded_model         	|  2.4695e-05     	|1              	|  2.4695e-05     	|  4.8582e-06     	|
configure_callbacks                	|  2.0305e-05     	|1              	|  2.0305e-05     	|  3.9945e-06     	|
teardown                           	|  1.6317e-05     	|1              	|  1.6317e-05     	|  3.21e-06       	|
on_pretrain_routine_end            	|  1.1807e-05     	|1              	|  1.1807e-05     	|  2.3229e-06     	|
prepare_data                       	|  9.4436e-06     	|1              	|  9.4436e-06     	|  1.8578e-06     	|
configure_sharded_model            	|  8.5775e-06     	|1              	|  8.5775e-06     	|  1.6874e-06     	|
on_val_dataloader                  	|  6.2082e-06     	|1              	|  6.2082e-06     	|  1.2213e-06     	|
on_train_dataloader                	|  6.1467e-06     	|1              	|  6.1467e-06     	|  1.2092e-06     	|
