FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1371.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6988         	|500            	|  1349.4         	|  98.357         	|
run_training_batch                 	|  0.3831         	|1000           	|  383.1          	|  27.924         	|
optimizer_step_with_closure_0      	|  0.37933        	|1000           	|  379.33         	|  27.649         	|
training_step_and_backward         	|  0.27475        	|1000           	|  274.75         	|  20.027         	|
get_train_batch                    	|  0.10418        	|1500           	|  156.27         	|  11.39          	|
fetch_next_train_batch             	|  0.10414        	|1500           	|  156.21         	|  11.386         	|
model_forward                      	|  0.14423        	|1000           	|  144.23         	|  10.513         	|
training_step                      	|  0.144          	|1000           	|  144.0          	|  10.496         	|
backward                           	|  0.12897        	|1000           	|  128.97         	|  9.4002         	|
on_train_batch_end                 	|  0.002319       	|1000           	|  2.319          	|  0.16903        	|
zero_grad                          	|  0.0015223      	|1000           	|  1.5223         	|  0.11096        	|
training_batch_to_device           	|  0.00062901     	|1000           	|  0.62901        	|  0.045848       	|
on_train_epoch_end                 	|  0.00035277     	|500            	|  0.17638        	|  0.012856       	|
on_train_epoch_start               	|  0.00034706     	|500            	|  0.17353        	|  0.012648       	|
on_train_batch_start               	|  0.00011153     	|1000           	|  0.11153        	|  0.0081294      	|
on_train_end                       	|  0.057139       	|1              	|  0.057139       	|  0.0041648      	|
on_batch_start                     	|  4.4262e-05     	|1000           	|  0.044262       	|  0.0032262      	|
on_after_backward                  	|  2.3245e-05     	|1000           	|  0.023245       	|  0.0016943      	|
on_before_zero_grad                	|  2.2698e-05     	|1000           	|  0.022698       	|  0.0016544      	|
on_pretrain_routine_start          	|  0.022056       	|1              	|  0.022056       	|  0.0016076      	|
on_batch_end                       	|  1.7534e-05     	|1000           	|  0.017534       	|  0.0012781      	|
on_before_backward                 	|  1.6599e-05     	|1000           	|  0.016599       	|  0.0012099      	|
on_before_optimizer_step           	|  1.6208e-05     	|1000           	|  0.016208       	|  0.0011814      	|
configure_optimizers               	|  0.010832       	|1              	|  0.010832       	|  0.00078956     	|
training_step_end                  	|  8.4449e-06     	|1000           	|  0.0084449      	|  0.00061555     	|
on_epoch_end                       	|  1.2152e-05     	|500            	|  0.006076       	|  0.00044287     	|
on_epoch_start                     	|  1.109e-05      	|500            	|  0.0055449      	|  0.00040416     	|
on_train_start                     	|  0.0022506      	|1              	|  0.0022506      	|  0.00016404     	|
on_fit_end                         	|  6.2229e-05     	|1              	|  6.2229e-05     	|  4.5358e-06     	|
on_fit_start                       	|  4.2154e-05     	|1              	|  4.2154e-05     	|  3.0725e-06     	|
on_before_accelerator_backend_setup	|  2.4533e-05     	|1              	|  2.4533e-05     	|  1.7882e-06     	|
on_configure_sharded_model         	|  2.3235e-05     	|1              	|  2.3235e-05     	|  1.6936e-06     	|
setup                              	|  2.2648e-05     	|1              	|  2.2648e-05     	|  1.6508e-06     	|
teardown                           	|  1.4236e-05     	|1              	|  1.4236e-05     	|  1.0377e-06     	|
on_pretrain_routine_end            	|  1.2875e-05     	|1              	|  1.2875e-05     	|  9.3842e-07     	|
configure_callbacks                	|  1.1109e-05     	|1              	|  1.1109e-05     	|  8.0972e-07     	|
prepare_data                       	|  8.2403e-06     	|1              	|  8.2403e-06     	|  6.0063e-07     	|
configure_sharded_model            	|  6.8638e-06     	|1              	|  6.8638e-06     	|  5.003e-07      	|
on_train_dataloader                	|  6.184e-06      	|1              	|  6.184e-06      	|  4.5075e-07     	|
on_val_dataloader                  	|  6.0108e-06     	|1              	|  6.0108e-06     	|  4.3812e-07     	|
