FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  443.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.7277         	|63             	|  423.84         	|  95.538         	|
run_training_batch                 	|  0.28535        	|1000           	|  285.35         	|  64.321         	|
optimizer_step_with_closure_0      	|  0.28185        	|1000           	|  281.85         	|  63.531         	|
training_step_and_backward         	|  0.21473        	|1000           	|  214.73         	|  48.402         	|
model_forward                      	|  0.10841        	|1000           	|  108.41         	|  24.435         	|
training_step                      	|  0.10819        	|1000           	|  108.19         	|  24.387         	|
backward                           	|  0.10469        	|1000           	|  104.69         	|  23.598         	|
get_train_batch                    	|  0.025569       	|1063           	|  27.18          	|  6.1266         	|
fetch_next_train_batch             	|  0.025543       	|1063           	|  27.153         	|  6.1204         	|
on_train_batch_end                 	|  0.0022139      	|1000           	|  2.2139         	|  0.49904        	|
zero_grad                          	|  0.0015974      	|1000           	|  1.5974         	|  0.36007        	|
training_batch_to_device           	|  0.00031042     	|1000           	|  0.31042        	|  0.069972       	|
on_train_batch_start               	|  9.4734e-05     	|1000           	|  0.094734       	|  0.021354       	|
on_train_end                       	|  0.055367       	|1              	|  0.055367       	|  0.01248        	|
on_after_backward                  	|  2.8515e-05     	|1000           	|  0.028515       	|  0.0064276      	|
on_train_epoch_start               	|  0.00035738     	|63             	|  0.022515       	|  0.005075       	|
on_pretrain_routine_start          	|  0.022427       	|1              	|  0.022427       	|  0.0050553      	|
on_batch_start                     	|  2.2341e-05     	|1000           	|  0.022341       	|  0.0050359      	|
on_train_epoch_end                 	|  0.00034668     	|63             	|  0.021841       	|  0.0049231      	|
on_before_zero_grad                	|  1.8486e-05     	|1000           	|  0.018486       	|  0.0041668      	|
on_batch_end                       	|  1.6688e-05     	|1000           	|  0.016688       	|  0.0037615      	|
configure_optimizers               	|  0.014953       	|1              	|  0.014953       	|  0.0033706      	|
on_before_backward                 	|  1.3719e-05     	|1000           	|  0.013719       	|  0.0030923      	|
on_before_optimizer_step           	|  1.3494e-05     	|1000           	|  0.013494       	|  0.0030416      	|
training_step_end                  	|  7.4882e-06     	|1000           	|  0.0074882      	|  0.0016879      	|
on_train_start                     	|  0.00090741     	|1              	|  0.00090741     	|  0.00020454     	|
on_epoch_start                     	|  1.3337e-05     	|63             	|  0.00084021     	|  0.00018939     	|
on_epoch_end                       	|  1.1529e-05     	|63             	|  0.00072631     	|  0.00016372     	|
on_fit_end                         	|  6.1996e-05     	|1              	|  6.1996e-05     	|  1.3974e-05     	|
setup                              	|  3.1337e-05     	|1              	|  3.1337e-05     	|  7.0637e-06     	|
on_before_accelerator_backend_setup	|  2.5587e-05     	|1              	|  2.5587e-05     	|  5.7676e-06     	|
on_configure_sharded_model         	|  2.3941e-05     	|1              	|  2.3941e-05     	|  5.3964e-06     	|
on_fit_start                       	|  2.3492e-05     	|1              	|  2.3492e-05     	|  5.2952e-06     	|
teardown                           	|  1.6324e-05     	|1              	|  1.6324e-05     	|  3.6796e-06     	|
on_pretrain_routine_end            	|  1.5592e-05     	|1              	|  1.5592e-05     	|  3.5146e-06     	|
prepare_data                       	|  9.8366e-06     	|1              	|  9.8366e-06     	|  2.2173e-06     	|
configure_callbacks                	|  9.7603e-06     	|1              	|  9.7603e-06     	|  2.2e-06        	|
configure_sharded_model            	|  8.5942e-06     	|1              	|  8.5942e-06     	|  1.9372e-06     	|
on_val_dataloader                  	|  6.4299e-06     	|1              	|  6.4299e-06     	|  1.4493e-06     	|
on_train_dataloader                	|  5.8971e-06     	|1              	|  5.8971e-06     	|  1.3293e-06     	|
