FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  367.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  16.421         	|21             	|  344.84         	|  93.758         	|
run_training_batch                 	|  0.30402        	|1000           	|  304.02         	|  82.661         	|
optimizer_step_with_closure_0      	|  0.29922        	|1000           	|  299.22         	|  81.355         	|
training_step_and_backward         	|  0.22898        	|1000           	|  228.98         	|  62.257         	|
backward                           	|  0.1145         	|1000           	|  114.5          	|  31.131         	|
model_forward                      	|  0.11271        	|1000           	|  112.71         	|  30.646         	|
training_step                      	|  0.11249        	|1000           	|  112.49         	|  30.584         	|
get_train_batch                    	|  0.0081932      	|1021           	|  8.3653         	|  2.2744         	|
fetch_next_train_batch             	|  0.0081677      	|1021           	|  8.3392         	|  2.2674         	|
on_train_batch_end                 	|  0.0026894      	|1000           	|  2.6894         	|  0.73123        	|
zero_grad                          	|  0.0017244      	|1000           	|  1.7244         	|  0.46884        	|
training_batch_to_device           	|  0.00031083     	|1000           	|  0.31083        	|  0.084512       	|
on_train_batch_start               	|  0.0001072      	|1000           	|  0.1072         	|  0.029147       	|
on_train_end                       	|  0.075167       	|1              	|  0.075167       	|  0.020437       	|
on_after_backward                  	|  3.2234e-05     	|1000           	|  0.032234       	|  0.0087642      	|
on_pretrain_routine_start          	|  0.026489       	|1              	|  0.026489       	|  0.0072021      	|
on_batch_start                     	|  2.2137e-05     	|1000           	|  0.022137       	|  0.0060187      	|
configure_optimizers               	|  0.021864       	|1              	|  0.021864       	|  0.0059446      	|
on_before_zero_grad                	|  2.0931e-05     	|1000           	|  0.020931       	|  0.005691       	|
on_batch_end                       	|  1.9985e-05     	|1000           	|  0.019985       	|  0.0054337      	|
on_before_optimizer_step           	|  1.6205e-05     	|1000           	|  0.016205       	|  0.0044059      	|
on_before_backward                 	|  1.5658e-05     	|1000           	|  0.015658       	|  0.0042574      	|
on_train_epoch_end                 	|  0.00043821     	|21             	|  0.0092025      	|  0.0025021      	|
on_train_epoch_start               	|  0.00042481     	|21             	|  0.0089211      	|  0.0024256      	|
training_step_end                  	|  8.1372e-06     	|1000           	|  0.0081372      	|  0.0022124      	|
on_train_start                     	|  0.0010771      	|1              	|  0.0010771      	|  0.00029284     	|
on_epoch_end                       	|  1.2953e-05     	|21             	|  0.00027202     	|  7.3959e-05     	|
on_epoch_start                     	|  1.2692e-05     	|21             	|  0.00026653     	|  7.2467e-05     	|
on_fit_end                         	|  7.3776e-05     	|1              	|  7.3776e-05     	|  2.0059e-05     	|
on_fit_start                       	|  4.2083e-05     	|1              	|  4.2083e-05     	|  1.1442e-05     	|
on_before_accelerator_backend_setup	|  2.5047e-05     	|1              	|  2.5047e-05     	|  6.81e-06       	|
on_configure_sharded_model         	|  2.4436e-05     	|1              	|  2.4436e-05     	|  6.6439e-06     	|
setup                              	|  2.4021e-05     	|1              	|  2.4021e-05     	|  6.531e-06      	|
teardown                           	|  1.9955e-05     	|1              	|  1.9955e-05     	|  5.4254e-06     	|
on_pretrain_routine_end            	|  1.6989e-05     	|1              	|  1.6989e-05     	|  4.6192e-06     	|
configure_callbacks                	|  1.0276e-05     	|1              	|  1.0276e-05     	|  2.794e-06      	|
prepare_data                       	|  1.0168e-05     	|1              	|  1.0168e-05     	|  2.7646e-06     	|
configure_sharded_model            	|  9.9279e-06     	|1              	|  9.9279e-06     	|  2.6993e-06     	|
on_train_dataloader                	|  9.7789e-06     	|1              	|  9.7789e-06     	|  2.6588e-06     	|
on_val_dataloader                  	|  6.9477e-06     	|1              	|  6.9477e-06     	|  1.889e-06      	|
