FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1534.5         	|  100 %          	|
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run_training_epoch                 	|  71.974         	|21             	|  1511.5         	|  98.497         	|
run_training_batch                 	|  0.18513        	|8000           	|  1481.0         	|  96.513         	|
training_step_and_backward         	|  0.1751         	|8000           	|  1400.8         	|  91.287         	|
model_forward                      	|  0.093939       	|8000           	|  751.51         	|  48.974         	|
training_step                      	|  0.093808       	|8000           	|  750.47         	|  48.906         	|
backward                           	|  0.080979       	|8000           	|  647.83         	|  42.217         	|
optimizer_step_with_closure_0      	|  0.23248        	|1000           	|  232.48         	|  15.15          	|
get_train_batch                    	|  0.0018269      	|8021           	|  14.653         	|  0.95492        	|
fetch_next_train_batch             	|  0.0018108      	|8021           	|  14.524         	|  0.9465         	|
on_train_batch_end                 	|  0.0011124      	|8000           	|  8.899          	|  0.57992        	|
training_batch_to_device           	|  0.00021018     	|8000           	|  1.6814         	|  0.10957        	|
zero_grad                          	|  0.0013265      	|1000           	|  1.3265         	|  0.086443       	|
on_train_batch_start               	|  9.0107e-05     	|8000           	|  0.72086        	|  0.046976       	|
on_batch_start                     	|  1.4467e-05     	|8000           	|  0.11574        	|  0.0075422      	|
on_batch_end                       	|  1.3324e-05     	|8000           	|  0.10659        	|  0.0069461      	|
on_before_backward                 	|  1.3035e-05     	|8000           	|  0.10428        	|  0.0067955      	|
on_after_backward                  	|  1.149e-05      	|8000           	|  0.091919       	|  0.0059901      	|
training_step_end                  	|  5.7363e-06     	|8000           	|  0.04589        	|  0.0029905      	|
on_train_end                       	|  0.026312       	|1              	|  0.026312       	|  0.0017147      	|
on_pretrain_routine_start          	|  0.023049       	|1              	|  0.023049       	|  0.001502       	|
on_before_zero_grad                	|  1.3866e-05     	|1000           	|  0.013866       	|  0.00090359     	|
on_before_optimizer_step           	|  1.1704e-05     	|1000           	|  0.011704       	|  0.00076269     	|
configure_optimizers               	|  0.0082119      	|1              	|  0.0082119      	|  0.00053515     	|
on_train_epoch_start               	|  0.00030587     	|21             	|  0.0064233      	|  0.00041859     	|
on_train_epoch_end                 	|  0.00028366     	|21             	|  0.0059569      	|  0.00038819     	|
on_train_start                     	|  0.0006838      	|1              	|  0.0006838      	|  4.4561e-05     	|
on_epoch_start                     	|  1.0612e-05     	|21             	|  0.00022286     	|  1.4523e-05     	|
on_epoch_end                       	|  1.0441e-05     	|21             	|  0.00021925     	|  1.4288e-05     	|
on_fit_end                         	|  2.5498e-05     	|1              	|  2.5498e-05     	|  1.6616e-06     	|
on_before_accelerator_backend_setup	|  2.1731e-05     	|1              	|  2.1731e-05     	|  1.4161e-06     	|
on_fit_start                       	|  1.555e-05      	|1              	|  1.555e-05      	|  1.0134e-06     	|
setup                              	|  1.3376e-05     	|1              	|  1.3376e-05     	|  8.7167e-07     	|
on_configure_sharded_model         	|  1.2874e-05     	|1              	|  1.2874e-05     	|  8.3895e-07     	|
teardown                           	|  1.0209e-05     	|1              	|  1.0209e-05     	|  6.6529e-07     	|
on_pretrain_routine_end            	|  9.5379e-06     	|1              	|  9.5379e-06     	|  6.2156e-07     	|
prepare_data                       	|  7.8538e-06     	|1              	|  7.8538e-06     	|  5.1181e-07     	|
configure_callbacks                	|  6.6422e-06     	|1              	|  6.6422e-06     	|  4.3285e-07     	|
on_val_dataloader                  	|  4.6291e-06     	|1              	|  4.6291e-06     	|  3.0167e-07     	|
configure_sharded_model            	|  4.448e-06      	|1              	|  4.448e-06      	|  2.8986e-07     	|
on_train_dataloader                	|  4.0869e-06     	|1              	|  4.0869e-06     	|  2.6633e-07     	|
