FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1268.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5032         	|500            	|  1251.6         	|  98.684         	|
run_training_batch                 	|  0.24759        	|1000           	|  247.59         	|  19.522         	|
optimizer_step_with_closure_0      	|  0.24537        	|1000           	|  245.37         	|  19.347         	|
get_train_batch                    	|  0.13293        	|1500           	|  199.4          	|  15.722         	|
fetch_next_train_batch             	|  0.13289        	|1500           	|  199.34         	|  15.717         	|
training_step_and_backward         	|  0.18401        	|1000           	|  184.01         	|  14.509         	|
model_forward                      	|  0.097187       	|1000           	|  97.187         	|  7.6628         	|
training_step                      	|  0.096977       	|1000           	|  96.977         	|  7.6463         	|
backward                           	|  0.085439       	|1000           	|  85.439         	|  6.7366         	|
on_train_batch_end                 	|  0.0017276      	|1000           	|  1.7276         	|  0.13622        	|
zero_grad                          	|  0.0013522      	|1000           	|  1.3522         	|  0.10662        	|
training_batch_to_device           	|  0.00065159     	|1000           	|  0.65159        	|  0.051376       	|
on_train_epoch_end                 	|  0.00031231     	|500            	|  0.15615        	|  0.012312       	|
on_train_epoch_start               	|  0.00030341     	|500            	|  0.1517         	|  0.011961       	|
on_train_batch_start               	|  0.00011089     	|1000           	|  0.11089        	|  0.008743       	|
on_batch_start                     	|  4.7611e-05     	|1000           	|  0.047611       	|  0.003754       	|
on_train_end                       	|  0.042403       	|1              	|  0.042403       	|  0.0033433      	|
on_before_zero_grad                	|  2.2209e-05     	|1000           	|  0.022209       	|  0.0017511      	|
on_pretrain_routine_start          	|  0.021965       	|1              	|  0.021965       	|  0.0017319      	|
on_after_backward                  	|  1.919e-05      	|1000           	|  0.01919        	|  0.0015131      	|
on_batch_end                       	|  1.6727e-05     	|1000           	|  0.016727       	|  0.0013189      	|
on_before_optimizer_step           	|  1.3006e-05     	|1000           	|  0.013006       	|  0.0010255      	|
on_before_backward                 	|  1.2613e-05     	|1000           	|  0.012613       	|  0.0009945      	|
configure_optimizers               	|  0.010623       	|1              	|  0.010623       	|  0.00083758     	|
training_step_end                  	|  8.2427e-06     	|1000           	|  0.0082427      	|  0.00064991     	|
on_epoch_start                     	|  1.0828e-05     	|500            	|  0.0054138      	|  0.00042686     	|
on_epoch_end                       	|  1.0804e-05     	|500            	|  0.005402       	|  0.00042593     	|
on_train_start                     	|  0.00098467     	|1              	|  0.00098467     	|  7.7638e-05     	|
on_fit_end                         	|  9.0014e-05     	|1              	|  9.0014e-05     	|  7.0973e-06     	|
on_fit_start                       	|  4.7836e-05     	|1              	|  4.7836e-05     	|  3.7718e-06     	|
on_before_accelerator_backend_setup	|  2.0521e-05     	|1              	|  2.0521e-05     	|  1.618e-06      	|
setup                              	|  1.9768e-05     	|1              	|  1.9768e-05     	|  1.5587e-06     	|
teardown                           	|  1.9437e-05     	|1              	|  1.9437e-05     	|  1.5325e-06     	|
on_configure_sharded_model         	|  1.8772e-05     	|1              	|  1.8772e-05     	|  1.4801e-06     	|
on_pretrain_routine_end            	|  1.2122e-05     	|1              	|  1.2122e-05     	|  9.5579e-07     	|
on_val_dataloader                  	|  7.5158e-06     	|1              	|  7.5158e-06     	|  5.9259e-07     	|
prepare_data                       	|  7.2941e-06     	|1              	|  7.2941e-06     	|  5.7512e-07     	|
configure_callbacks                	|  7.2699e-06     	|1              	|  7.2699e-06     	|  5.7321e-07     	|
configure_sharded_model            	|  6.808e-06      	|1              	|  6.808e-06      	|  5.3679e-07     	|
on_train_dataloader                	|  5.8152e-06     	|1              	|  5.8152e-06     	|  4.5851e-07     	|
