FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  476.76         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.1847         	|63             	|  452.64         	|  94.941         	|
run_training_batch                 	|  0.31673        	|1000           	|  316.73         	|  66.435         	|
optimizer_step_with_closure_0      	|  0.31263        	|1000           	|  312.63         	|  65.575         	|
training_step_and_backward         	|  0.23813        	|1000           	|  238.13         	|  49.948         	|
model_forward                      	|  0.12003        	|1000           	|  120.03         	|  25.177         	|
training_step                      	|  0.11981        	|1000           	|  119.81         	|  25.13          	|
backward                           	|  0.11623        	|1000           	|  116.23         	|  24.379         	|
get_train_batch                    	|  0.026557       	|1063           	|  28.23          	|  5.9213         	|
fetch_next_train_batch             	|  0.02653        	|1063           	|  28.201         	|  5.9152         	|
on_train_batch_end                 	|  0.0026712      	|1000           	|  2.6712         	|  0.56029        	|
zero_grad                          	|  0.0018271      	|1000           	|  1.8271         	|  0.38325        	|
training_batch_to_device           	|  0.00030193     	|1000           	|  0.30193        	|  0.063329       	|
on_train_batch_start               	|  0.00010979     	|1000           	|  0.10979        	|  0.023029       	|
on_train_end                       	|  0.07247        	|1              	|  0.07247        	|  0.015201       	|
configure_optimizers               	|  0.037314       	|1              	|  0.037314       	|  0.0078267      	|
on_after_backward                  	|  3.129e-05      	|1000           	|  0.03129        	|  0.0065632      	|
on_train_epoch_start               	|  0.00041651     	|63             	|  0.02624        	|  0.0055039      	|
on_train_epoch_end                 	|  0.00041347     	|63             	|  0.026049       	|  0.0054638      	|
on_batch_start                     	|  2.535e-05      	|1000           	|  0.02535        	|  0.0053173      	|
on_pretrain_routine_start          	|  0.024875       	|1              	|  0.024875       	|  0.0052175      	|
on_before_zero_grad                	|  2.2016e-05     	|1000           	|  0.022016       	|  0.0046178      	|
on_batch_end                       	|  1.7722e-05     	|1000           	|  0.017722       	|  0.0037172      	|
on_before_backward                 	|  1.6027e-05     	|1000           	|  0.016027       	|  0.0033617      	|
on_before_optimizer_step           	|  1.4991e-05     	|1000           	|  0.014991       	|  0.0031444      	|
training_step_end                  	|  8.8327e-06     	|1000           	|  0.0088327      	|  0.0018527      	|
on_train_start                     	|  0.0011799      	|1              	|  0.0011799      	|  0.00024749     	|
on_epoch_end                       	|  1.6686e-05     	|63             	|  0.0010512      	|  0.0002205      	|
on_epoch_start                     	|  1.3724e-05     	|63             	|  0.00086462     	|  0.00018135     	|
on_fit_end                         	|  0.0001086      	|1              	|  0.0001086      	|  2.278e-05      	|
on_fit_start                       	|  5.8845e-05     	|1              	|  5.8845e-05     	|  1.2343e-05     	|
on_before_accelerator_backend_setup	|  4.1181e-05     	|1              	|  4.1181e-05     	|  8.6378e-06     	|
setup                              	|  2.913e-05      	|1              	|  2.913e-05      	|  6.11e-06       	|
on_configure_sharded_model         	|  2.563e-05      	|1              	|  2.563e-05      	|  5.3759e-06     	|
teardown                           	|  1.6727e-05     	|1              	|  1.6727e-05     	|  3.5084e-06     	|
on_pretrain_routine_end            	|  1.5387e-05     	|1              	|  1.5387e-05     	|  3.2275e-06     	|
prepare_data                       	|  1.4573e-05     	|1              	|  1.4573e-05     	|  3.0568e-06     	|
configure_sharded_model            	|  1.0233e-05     	|1              	|  1.0233e-05     	|  2.1465e-06     	|
on_val_dataloader                  	|  8.5477e-06     	|1              	|  8.5477e-06     	|  1.7929e-06     	|
configure_callbacks                	|  8.5179e-06     	|1              	|  8.5179e-06     	|  1.7866e-06     	|
on_train_dataloader                	|  7.879e-06      	|1              	|  7.879e-06      	|  1.6526e-06     	|
