FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1548.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.629         	|21             	|  1525.2         	|  98.495         	|
run_training_batch                 	|  0.18691        	|8000           	|  1495.3         	|  96.562         	|
training_step_and_backward         	|  0.17684        	|8000           	|  1414.7         	|  91.361         	|
model_forward                      	|  0.094142       	|8000           	|  753.14         	|  48.636         	|
training_step                      	|  0.094012       	|8000           	|  752.1          	|  48.569         	|
backward                           	|  0.082517       	|8000           	|  660.14         	|  42.63          	|
optimizer_step_with_closure_0      	|  0.23566        	|1000           	|  235.66         	|  15.219         	|
get_train_batch                    	|  0.0018111      	|8021           	|  14.527         	|  0.93813        	|
fetch_next_train_batch             	|  0.0017951      	|8021           	|  14.398         	|  0.92982        	|
on_train_batch_end                 	|  0.0010586      	|8000           	|  8.4688         	|  0.54689        	|
training_batch_to_device           	|  0.00021106     	|8000           	|  1.6885         	|  0.10904        	|
zero_grad                          	|  0.0013251      	|1000           	|  1.3251         	|  0.085573       	|
on_train_batch_start               	|  8.9473e-05     	|8000           	|  0.71578        	|  0.046223       	|
on_batch_start                     	|  1.4683e-05     	|8000           	|  0.11746        	|  0.0075853      	|
on_batch_end                       	|  1.3092e-05     	|8000           	|  0.10473        	|  0.0067635      	|
on_before_backward                 	|  1.2625e-05     	|8000           	|  0.101          	|  0.0065225      	|
on_after_backward                  	|  1.1859e-05     	|8000           	|  0.094868       	|  0.0061263      	|
training_step_end                  	|  5.6217e-06     	|8000           	|  0.044974       	|  0.0029043      	|
on_train_end                       	|  0.025413       	|1              	|  0.025413       	|  0.0016411      	|
on_pretrain_routine_start          	|  0.023031       	|1              	|  0.023031       	|  0.0014873      	|
on_before_zero_grad                	|  1.4e-05        	|1000           	|  0.014          	|  0.0009041      	|
on_before_optimizer_step           	|  1.1533e-05     	|1000           	|  0.011533       	|  0.00074475     	|
configure_optimizers               	|  0.0089844      	|1              	|  0.0089844      	|  0.00058019     	|
on_train_epoch_start               	|  0.00028906     	|21             	|  0.0060703      	|  0.00039201     	|
on_train_epoch_end                 	|  0.00026083     	|21             	|  0.0054775      	|  0.00035372     	|
on_train_start                     	|  0.00071942     	|1              	|  0.00071942     	|  4.6458e-05     	|
on_epoch_start                     	|  1.0957e-05     	|21             	|  0.00023009     	|  1.4859e-05     	|
on_epoch_end                       	|  1.0773e-05     	|21             	|  0.00022624     	|  1.461e-05      	|
on_fit_end                         	|  2.2122e-05     	|1              	|  2.2122e-05     	|  1.4286e-06     	|
on_before_accelerator_backend_setup	|  2.1771e-05     	|1              	|  2.1771e-05     	|  1.4059e-06     	|
on_fit_start                       	|  1.8956e-05     	|1              	|  1.8956e-05     	|  1.2241e-06     	|
setup                              	|  1.3946e-05     	|1              	|  1.3946e-05     	|  9.006e-07      	|
on_configure_sharded_model         	|  1.3916e-05     	|1              	|  1.3916e-05     	|  8.9866e-07     	|
on_pretrain_routine_end            	|  1.059e-05      	|1              	|  1.059e-05      	|  6.8388e-07     	|
teardown                           	|  1.0369e-05     	|1              	|  1.0369e-05     	|  6.6961e-07     	|
prepare_data                       	|  9.0469e-06     	|1              	|  9.0469e-06     	|  5.8422e-07     	|
configure_callbacks                	|  6.8529e-06     	|1              	|  6.8529e-06     	|  4.4254e-07     	|
on_val_dataloader                  	|  4.6589e-06     	|1              	|  4.6589e-06     	|  3.0086e-07     	|
configure_sharded_model            	|  4.6489e-06     	|1              	|  4.6489e-06     	|  3.0022e-07     	|
on_train_dataloader                	|  4.3579e-06     	|1              	|  4.3579e-06     	|  2.8142e-07     	|
