FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  632.66         	|  100 %          	|
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run_training_epoch                 	|  3.6678         	|167            	|  612.51         	|  96.815         	|
run_training_batch                 	|  0.24602        	|1000           	|  246.02         	|  38.887         	|
optimizer_step_with_closure_0      	|  0.24392        	|1000           	|  243.92         	|  38.555         	|
training_step_and_backward         	|  0.18209        	|1000           	|  182.09         	|  28.782         	|
model_forward                      	|  0.094447       	|1000           	|  94.447         	|  14.928         	|
training_step                      	|  0.094272       	|1000           	|  94.272         	|  14.901         	|
backward                           	|  0.086277       	|1000           	|  86.277         	|  13.637         	|
get_train_batch                    	|  0.07058        	|1167           	|  82.367         	|  13.019         	|
fetch_next_train_batch             	|  0.07049        	|1167           	|  82.262         	|  13.002         	|
on_train_batch_end                 	|  0.0016594      	|1000           	|  1.6594         	|  0.26229        	|
zero_grad                          	|  0.0013405      	|1000           	|  1.3405         	|  0.21189        	|
training_batch_to_device           	|  0.00043078     	|1000           	|  0.43078        	|  0.06809        	|
on_train_batch_start               	|  9.7475e-05     	|1000           	|  0.097475       	|  0.015407       	|
on_train_epoch_end                 	|  0.00032884     	|167            	|  0.054916       	|  0.0086802      	|
on_train_epoch_start               	|  0.00032646     	|167            	|  0.054518       	|  0.0086173      	|
on_train_end                       	|  0.046744       	|1              	|  0.046744       	|  0.0073884      	|
on_batch_start                     	|  4.3535e-05     	|1000           	|  0.043535       	|  0.0068812      	|
on_pretrain_routine_start          	|  0.022349       	|1              	|  0.022349       	|  0.0035326      	|
on_after_backward                  	|  1.8318e-05     	|1000           	|  0.018318       	|  0.0028953      	|
on_before_zero_grad                	|  1.5441e-05     	|1000           	|  0.015441       	|  0.0024406      	|
on_batch_end                       	|  1.4331e-05     	|1000           	|  0.014331       	|  0.0022652      	|
on_before_optimizer_step           	|  1.1927e-05     	|1000           	|  0.011927       	|  0.0018853      	|
on_before_backward                 	|  1.1829e-05     	|1000           	|  0.011829       	|  0.0018696      	|
configure_optimizers               	|  0.010432       	|1              	|  0.010432       	|  0.0016489      	|
training_step_end                  	|  6.672e-06      	|1000           	|  0.006672       	|  0.0010546      	|
on_epoch_end                       	|  1.08e-05       	|167            	|  0.0018036      	|  0.00028508     	|
on_epoch_start                     	|  1.0384e-05     	|167            	|  0.0017341      	|  0.0002741      	|
on_train_start                     	|  0.0015814      	|1              	|  0.0015814      	|  0.00024996     	|
on_fit_end                         	|  5.4793e-05     	|1              	|  5.4793e-05     	|  8.6607e-06     	|
on_fit_start                       	|  4.1395e-05     	|1              	|  4.1395e-05     	|  6.543e-06      	|
on_before_accelerator_backend_setup	|  2.5677e-05     	|1              	|  2.5677e-05     	|  4.0585e-06     	|
setup                              	|  2.5464e-05     	|1              	|  2.5464e-05     	|  4.0249e-06     	|
on_configure_sharded_model         	|  1.9478e-05     	|1              	|  1.9478e-05     	|  3.0787e-06     	|
teardown                           	|  1.6687e-05     	|1              	|  1.6687e-05     	|  2.6376e-06     	|
on_pretrain_routine_end            	|  1.3471e-05     	|1              	|  1.3471e-05     	|  2.1292e-06     	|
configure_callbacks                	|  9.4064e-06     	|1              	|  9.4064e-06     	|  1.4868e-06     	|
prepare_data                       	|  8.1621e-06     	|1              	|  8.1621e-06     	|  1.2901e-06     	|
on_val_dataloader                  	|  6.3498e-06     	|1              	|  6.3498e-06     	|  1.0037e-06     	|
on_train_dataloader                	|  6.0741e-06     	|1              	|  6.0741e-06     	|  9.6008e-07     	|
configure_sharded_model            	|  5.3737e-06     	|1              	|  5.3737e-06     	|  8.4938e-07     	|
