FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  348.66         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.523         	|21             	|  325.99         	|  93.498         	|
run_training_batch                 	|  0.28086        	|1000           	|  280.86         	|  80.554         	|
optimizer_step_with_closure_0      	|  0.27762        	|1000           	|  277.62         	|  79.623         	|
training_step_and_backward         	|  0.21332        	|1000           	|  213.32         	|  61.182         	|
backward                           	|  0.10625        	|1000           	|  106.25         	|  30.473         	|
model_forward                      	|  0.10554        	|1000           	|  105.54         	|  30.269         	|
training_step                      	|  0.10535        	|1000           	|  105.35         	|  30.214         	|
get_train_batch                    	|  0.0086178      	|1021           	|  8.7988         	|  2.5236         	|
fetch_next_train_batch             	|  0.0085919      	|1021           	|  8.7723         	|  2.516          	|
on_train_batch_end                 	|  0.0024757      	|1000           	|  2.4757         	|  0.71006        	|
zero_grad                          	|  0.0014972      	|1000           	|  1.4972         	|  0.42942        	|
training_batch_to_device           	|  0.00033771     	|1000           	|  0.33771        	|  0.096858       	|
on_train_batch_start               	|  9.7434e-05     	|1000           	|  0.097434       	|  0.027945       	|
on_train_end                       	|  0.06051        	|1              	|  0.06051        	|  0.017355       	|
on_after_backward                  	|  2.6944e-05     	|1000           	|  0.026944       	|  0.0077278      	|
on_pretrain_routine_start          	|  0.02302        	|1              	|  0.02302        	|  0.0066025      	|
on_batch_start                     	|  2.1887e-05     	|1000           	|  0.021887       	|  0.0062775      	|
configure_optimizers               	|  0.021423       	|1              	|  0.021423       	|  0.0061445      	|
on_before_zero_grad                	|  1.7256e-05     	|1000           	|  0.017256       	|  0.0049491      	|
on_batch_end                       	|  1.5769e-05     	|1000           	|  0.015769       	|  0.0045228      	|
on_before_backward                 	|  1.3667e-05     	|1000           	|  0.013667       	|  0.0039198      	|
on_before_optimizer_step           	|  1.2745e-05     	|1000           	|  0.012745       	|  0.0036555      	|
on_train_epoch_end                 	|  0.00045514     	|21             	|  0.0095579      	|  0.0027413      	|
on_train_epoch_start               	|  0.00039602     	|21             	|  0.0083163      	|  0.0023852      	|
training_step_end                  	|  7.0774e-06     	|1000           	|  0.0070774      	|  0.0020299      	|
on_train_start                     	|  0.0011575      	|1              	|  0.0011575      	|  0.000332       	|
on_epoch_end                       	|  1.2235e-05     	|21             	|  0.00025694     	|  7.3694e-05     	|
on_epoch_start                     	|  1.137e-05      	|21             	|  0.00023876     	|  6.8479e-05     	|
on_before_accelerator_backend_setup	|  4.9565e-05     	|1              	|  4.9565e-05     	|  1.4216e-05     	|
on_fit_start                       	|  4.4713e-05     	|1              	|  4.4713e-05     	|  1.2824e-05     	|
on_fit_end                         	|  4.0695e-05     	|1              	|  4.0695e-05     	|  1.1672e-05     	|
setup                              	|  3.8108e-05     	|1              	|  3.8108e-05     	|  1.093e-05      	|
on_configure_sharded_model         	|  2.6029e-05     	|1              	|  2.6029e-05     	|  7.4653e-06     	|
teardown                           	|  2.0804e-05     	|1              	|  2.0804e-05     	|  5.9668e-06     	|
prepare_data                       	|  1.8876e-05     	|1              	|  1.8876e-05     	|  5.4138e-06     	|
on_pretrain_routine_end            	|  1.5287e-05     	|1              	|  1.5287e-05     	|  4.3844e-06     	|
configure_callbacks                	|  8.8327e-06     	|1              	|  8.8327e-06     	|  2.5333e-06     	|
on_train_dataloader                	|  8.4229e-06     	|1              	|  8.4229e-06     	|  2.4158e-06     	|
configure_sharded_model            	|  8.0951e-06     	|1              	|  8.0951e-06     	|  2.3217e-06     	|
on_val_dataloader                  	|  7.3891e-06     	|1              	|  7.3891e-06     	|  2.1193e-06     	|
