FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  502.37         	|  100 %          	|
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run_training_epoch                 	|  0.95762        	|500            	|  478.81         	|  95.309         	|
run_training_batch                 	|  0.32364        	|1000           	|  323.64         	|  64.421         	|
optimizer_step_with_closure_0      	|  0.32098        	|1000           	|  320.98         	|  63.892         	|
training_step_and_backward         	|  0.23988        	|1000           	|  239.88         	|  47.749         	|
model_forward                      	|  0.1488         	|1000           	|  148.8          	|  29.619         	|
training_step                      	|  0.14863        	|1000           	|  148.63         	|  29.585         	|
backward                           	|  0.08969        	|1000           	|  89.69          	|  17.853         	|
get_train_batch                    	|  0.032378       	|1500           	|  48.568         	|  9.6676         	|
fetch_next_train_batch             	|  0.032346       	|1500           	|  48.519         	|  9.658          	|
zero_grad                          	|  0.0013596      	|1000           	|  1.3596         	|  0.27063        	|
on_train_batch_end                 	|  0.0013404      	|1000           	|  1.3404         	|  0.26682        	|
training_batch_to_device           	|  0.00057494     	|1000           	|  0.57494        	|  0.11444        	|
on_train_epoch_end                 	|  0.00027647     	|500            	|  0.13824        	|  0.027517       	|
on_train_epoch_start               	|  0.00027626     	|500            	|  0.13813        	|  0.027495       	|
on_train_batch_start               	|  0.0001059      	|1000           	|  0.1059         	|  0.021079       	|
on_batch_start                     	|  3.5039e-05     	|1000           	|  0.035039       	|  0.0069746      	|
on_train_end                       	|  0.023607       	|1              	|  0.023607       	|  0.0046991      	|
on_pretrain_routine_start          	|  0.023004       	|1              	|  0.023004       	|  0.004579       	|
on_before_zero_grad                	|  2.0669e-05     	|1000           	|  0.020669       	|  0.0041143      	|
on_before_backward                 	|  1.4441e-05     	|1000           	|  0.014441       	|  0.0028746      	|
on_batch_end                       	|  1.3941e-05     	|1000           	|  0.013941       	|  0.002775       	|
on_before_optimizer_step           	|  1.2777e-05     	|1000           	|  0.012777       	|  0.0025433      	|
on_after_backward                  	|  1.226e-05      	|1000           	|  0.01226        	|  0.0024404      	|
configure_optimizers               	|  0.008198       	|1              	|  0.008198       	|  0.0016319      	|
training_step_end                  	|  7.5459e-06     	|1000           	|  0.0075459      	|  0.0015021      	|
on_epoch_start                     	|  1.0787e-05     	|500            	|  0.0053937      	|  0.0010736      	|
on_epoch_end                       	|  1.0349e-05     	|500            	|  0.0051743      	|  0.00103        	|
on_train_start                     	|  0.00068906     	|1              	|  0.00068906     	|  0.00013716     	|
on_fit_end                         	|  2.5568e-05     	|1              	|  2.5568e-05     	|  5.0894e-06     	|
on_before_accelerator_backend_setup	|  2.2092e-05     	|1              	|  2.2092e-05     	|  4.3975e-06     	|
on_fit_start                       	|  1.5779e-05     	|1              	|  1.5779e-05     	|  3.1409e-06     	|
setup                              	|  1.3565e-05     	|1              	|  1.3565e-05     	|  2.7002e-06     	|
on_configure_sharded_model         	|  1.3385e-05     	|1              	|  1.3385e-05     	|  2.6644e-06     	|
teardown                           	|  1.075e-05      	|1              	|  1.075e-05      	|  2.1398e-06     	|
on_pretrain_routine_end            	|  1.0019e-05     	|1              	|  1.0019e-05     	|  1.9943e-06     	|
prepare_data                       	|  8.9171e-06     	|1              	|  8.9171e-06     	|  1.775e-06      	|
configure_callbacks                	|  4.8791e-06     	|1              	|  4.8791e-06     	|  9.7121e-07     	|
on_val_dataloader                  	|  4.388e-06      	|1              	|  4.388e-06      	|  8.7346e-07     	|
configure_sharded_model            	|  4.368e-06      	|1              	|  4.368e-06      	|  8.6948e-07     	|
on_train_dataloader                	|  3.8471e-06     	|1              	|  3.8471e-06     	|  7.6578e-07     	|
