FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2528         	|63             	|  330.92         	|  93.518         	|
run_training_batch                 	|  0.30762        	|1000           	|  307.62         	|  86.931         	|
optimizer_step_with_closure_0      	|  0.30489        	|1000           	|  304.89         	|  86.16          	|
training_step_and_backward         	|  0.22933        	|1000           	|  229.33         	|  64.807         	|
model_forward                      	|  0.14108        	|1000           	|  141.08         	|  39.868         	|
training_step                      	|  0.14094        	|1000           	|  140.94         	|  39.829         	|
backward                           	|  0.08691        	|1000           	|  86.91          	|  24.56          	|
get_train_batch                    	|  0.0074277      	|1063           	|  7.8957         	|  2.2313         	|
fetch_next_train_batch             	|  0.0074088      	|1063           	|  7.8756         	|  2.2256         	|
zero_grad                          	|  0.0013133      	|1000           	|  1.3133         	|  0.37112        	|
on_train_batch_end                 	|  0.0011935      	|1000           	|  1.1935         	|  0.33727        	|
training_batch_to_device           	|  0.0002248      	|1000           	|  0.2248         	|  0.063526       	|
on_train_batch_start               	|  9.2589e-05     	|1000           	|  0.092589       	|  0.026165       	|
on_train_end                       	|  0.024917       	|1              	|  0.024917       	|  0.0070415      	|
on_pretrain_routine_start          	|  0.02274        	|1              	|  0.02274        	|  0.0064262      	|
on_train_epoch_end                 	|  0.00028792     	|63             	|  0.018139       	|  0.005126       	|
on_train_epoch_start               	|  0.00028608     	|63             	|  0.018023       	|  0.0050933      	|
on_batch_start                     	|  1.6157e-05     	|1000           	|  0.016157       	|  0.0045659      	|
on_before_zero_grad                	|  1.4031e-05     	|1000           	|  0.014031       	|  0.003965       	|
on_batch_end                       	|  1.3415e-05     	|1000           	|  0.013415       	|  0.0037909      	|
on_after_backward                  	|  1.1188e-05     	|1000           	|  0.011188       	|  0.0031617      	|
on_before_backward                 	|  1.0968e-05     	|1000           	|  0.010968       	|  0.0030996      	|
on_before_optimizer_step           	|  1.0091e-05     	|1000           	|  0.010091       	|  0.0028518      	|
configure_optimizers               	|  0.0089831      	|1              	|  0.0089831      	|  0.0025386      	|
training_step_end                  	|  6.0252e-06     	|1000           	|  0.0060252      	|  0.0017027      	|
on_train_start                     	|  0.00076067     	|1              	|  0.00076067     	|  0.00021496     	|
on_epoch_start                     	|  1.1119e-05     	|63             	|  0.00070049     	|  0.00019796     	|
on_epoch_end                       	|  1.0689e-05     	|63             	|  0.00067342     	|  0.00019031     	|
on_fit_end                         	|  2.3434e-05     	|1              	|  2.3434e-05     	|  6.6224e-06     	|
on_before_accelerator_backend_setup	|  2.0699e-05     	|1              	|  2.0699e-05     	|  5.8494e-06     	|
on_fit_start                       	|  1.6251e-05     	|1              	|  1.6251e-05     	|  4.5925e-06     	|
on_configure_sharded_model         	|  1.4848e-05     	|1              	|  1.4848e-05     	|  4.196e-06      	|
setup                              	|  1.4397e-05     	|1              	|  1.4397e-05     	|  4.0685e-06     	|
teardown                           	|  1.0319e-05     	|1              	|  1.0319e-05     	|  2.9161e-06     	|
on_pretrain_routine_end            	|  9.758e-06      	|1              	|  9.758e-06      	|  2.7576e-06     	|
prepare_data                       	|  9.6071e-06     	|1              	|  9.6071e-06     	|  2.7149e-06     	|
configure_callbacks                	|  4.9489e-06     	|1              	|  4.9489e-06     	|  1.3985e-06     	|
on_val_dataloader                  	|  4.739e-06      	|1              	|  4.739e-06      	|  1.3392e-06     	|
configure_sharded_model            	|  4.709e-06      	|1              	|  4.709e-06      	|  1.3307e-06     	|
on_train_dataloader                	|  4.3981e-06     	|1              	|  4.3981e-06     	|  1.2429e-06     	|
