FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  414.03         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.1982         	|63             	|  390.49         	|  94.314         	|
run_training_batch                 	|  0.26755        	|1000           	|  267.55         	|  64.62          	|
optimizer_step_with_closure_0      	|  0.26386        	|1000           	|  263.86         	|  63.73          	|
training_step_and_backward         	|  0.19757        	|1000           	|  197.57         	|  47.719         	|
model_forward                      	|  0.10494        	|1000           	|  104.94         	|  25.345         	|
training_step                      	|  0.10475        	|1000           	|  104.75         	|  25.3           	|
backward                           	|  0.091063       	|1000           	|  91.063         	|  21.994         	|
get_train_batch                    	|  0.022879       	|1063           	|  24.321         	|  5.8742         	|
fetch_next_train_batch             	|  0.022856       	|1063           	|  24.296         	|  5.8682         	|
on_train_batch_end                 	|  0.0020371      	|1000           	|  2.0371         	|  0.49202        	|
zero_grad                          	|  0.0015387      	|1000           	|  1.5387         	|  0.37164        	|
training_batch_to_device           	|  0.00032941     	|1000           	|  0.32941        	|  0.079562       	|
on_train_end                       	|  0.17801        	|1              	|  0.17801        	|  0.042995       	|
on_train_batch_start               	|  9.3435e-05     	|1000           	|  0.093435       	|  0.022567       	|
on_after_backward                  	|  2.3427e-05     	|1000           	|  0.023427       	|  0.0056583      	|
on_pretrain_routine_start          	|  0.022688       	|1              	|  0.022688       	|  0.0054798      	|
on_train_epoch_end                 	|  0.00035317     	|63             	|  0.02225        	|  0.005374       	|
on_train_epoch_start               	|  0.00033727     	|63             	|  0.021248       	|  0.005132       	|
on_batch_start                     	|  2.1061e-05     	|1000           	|  0.021061       	|  0.0050867      	|
on_before_zero_grad                	|  1.6856e-05     	|1000           	|  0.016856       	|  0.0040713      	|
configure_optimizers               	|  0.016451       	|1              	|  0.016451       	|  0.0039733      	|
on_batch_end                       	|  1.6065e-05     	|1000           	|  0.016065       	|  0.0038802      	|
on_before_optimizer_step           	|  1.3576e-05     	|1000           	|  0.013576       	|  0.0032789      	|
on_before_backward                 	|  1.3167e-05     	|1000           	|  0.013167       	|  0.0031802      	|
training_step_end                  	|  6.71e-06       	|1000           	|  0.00671        	|  0.0016207      	|
on_train_start                     	|  0.0013145      	|1              	|  0.0013145      	|  0.00031749     	|
on_epoch_end                       	|  1.1409e-05     	|63             	|  0.00071877     	|  0.0001736      	|
on_epoch_start                     	|  1.1326e-05     	|63             	|  0.00071353     	|  0.00017234     	|
on_fit_end                         	|  5.2031e-05     	|1              	|  5.2031e-05     	|  1.2567e-05     	|
on_fit_start                       	|  4.4143e-05     	|1              	|  4.4143e-05     	|  1.0662e-05     	|
setup                              	|  2.5976e-05     	|1              	|  2.5976e-05     	|  6.2741e-06     	|
on_before_accelerator_backend_setup	|  2.5602e-05     	|1              	|  2.5602e-05     	|  6.1836e-06     	|
on_configure_sharded_model         	|  2.1413e-05     	|1              	|  2.1413e-05     	|  5.1718e-06     	|
teardown                           	|  1.5806e-05     	|1              	|  1.5806e-05     	|  3.8177e-06     	|
on_pretrain_routine_end            	|  1.3474e-05     	|1              	|  1.3474e-05     	|  3.2544e-06     	|
prepare_data                       	|  9.8497e-06     	|1              	|  9.8497e-06     	|  2.379e-06      	|
on_train_dataloader                	|  8.9332e-06     	|1              	|  8.9332e-06     	|  2.1576e-06     	|
configure_sharded_model            	|  7.7579e-06     	|1              	|  7.7579e-06     	|  1.8738e-06     	|
configure_callbacks                	|  7.3072e-06     	|1              	|  7.3072e-06     	|  1.7649e-06     	|
on_val_dataloader                  	|  7.1824e-06     	|1              	|  7.1824e-06     	|  1.7347e-06     	|
