FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1561.7         	|  100 %          	|
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run_training_epoch                 	|  73.261         	|21             	|  1538.5         	|  98.511         	|
run_training_batch                 	|  0.18855        	|8000           	|  1508.4         	|  96.587         	|
training_step_and_backward         	|  0.17822        	|8000           	|  1425.8         	|  91.294         	|
model_forward                      	|  0.09393        	|8000           	|  751.44         	|  48.116         	|
training_step                      	|  0.093799       	|8000           	|  750.39         	|  48.048         	|
backward                           	|  0.084105       	|8000           	|  672.84         	|  43.083         	|
optimizer_step_with_closure_0      	|  0.23792        	|1000           	|  237.92         	|  15.234         	|
get_train_batch                    	|  0.0018263      	|8021           	|  14.649         	|  0.93798        	|
fetch_next_train_batch             	|  0.0018107      	|8021           	|  14.524         	|  0.92999        	|
on_train_batch_end                 	|  0.0010656      	|8000           	|  8.5247         	|  0.54584        	|
training_batch_to_device           	|  0.00020916     	|8000           	|  1.6733         	|  0.10714        	|
zero_grad                          	|  0.0013526      	|1000           	|  1.3526         	|  0.086612       	|
on_train_batch_start               	|  8.9247e-05     	|8000           	|  0.71398        	|  0.045717       	|
on_batch_start                     	|  1.4204e-05     	|8000           	|  0.11364        	|  0.0072762      	|
on_batch_end                       	|  1.3087e-05     	|8000           	|  0.1047         	|  0.0067038      	|
on_before_backward                 	|  1.2689e-05     	|8000           	|  0.10151        	|  0.0065         	|
on_after_backward                  	|  1.1773e-05     	|8000           	|  0.094184       	|  0.0060307      	|
training_step_end                  	|  5.6202e-06     	|8000           	|  0.044961       	|  0.0028789      	|
on_train_end                       	|  0.026018       	|1              	|  0.026018       	|  0.0016659      	|
on_pretrain_routine_start          	|  0.022664       	|1              	|  0.022664       	|  0.0014512      	|
on_before_zero_grad                	|  1.3776e-05     	|1000           	|  0.013776       	|  0.00088209     	|
on_before_optimizer_step           	|  1.1113e-05     	|1000           	|  0.011113       	|  0.00071157     	|
configure_optimizers               	|  0.008817       	|1              	|  0.008817       	|  0.00056456     	|
on_train_epoch_start               	|  0.00029462     	|21             	|  0.0061871      	|  0.00039616     	|
on_train_epoch_end                 	|  0.00027488     	|21             	|  0.0057725      	|  0.00036962     	|
on_train_start                     	|  0.00071758     	|1              	|  0.00071758     	|  4.5948e-05     	|
on_epoch_start                     	|  1.0902e-05     	|21             	|  0.00022894     	|  1.4659e-05     	|
on_epoch_end                       	|  9.9952e-06     	|21             	|  0.0002099      	|  1.344e-05      	|
on_fit_end                         	|  2.2402e-05     	|1              	|  2.2402e-05     	|  1.4344e-06     	|
on_before_accelerator_backend_setup	|  2.1551e-05     	|1              	|  2.1551e-05     	|  1.3799e-06     	|
on_fit_start                       	|  1.8284e-05     	|1              	|  1.8284e-05     	|  1.1707e-06     	|
setup                              	|  1.3916e-05     	|1              	|  1.3916e-05     	|  8.9106e-07     	|
on_configure_sharded_model         	|  1.3375e-05     	|1              	|  1.3375e-05     	|  8.5641e-07     	|
on_pretrain_routine_end            	|  1.068e-05      	|1              	|  1.068e-05      	|  6.8385e-07     	|
teardown                           	|  9.9891e-06     	|1              	|  9.9891e-06     	|  6.3961e-07     	|
prepare_data                       	|  8.0648e-06     	|1              	|  8.0648e-06     	|  5.164e-07      	|
configure_callbacks                	|  6.6629e-06     	|1              	|  6.6629e-06     	|  4.2663e-07     	|
configure_sharded_model            	|  4.5779e-06     	|1              	|  4.5779e-06     	|  2.9313e-07     	|
on_val_dataloader                  	|  4.509e-06      	|1              	|  4.509e-06      	|  2.8872e-07     	|
on_train_dataloader                	|  4.4282e-06     	|1              	|  4.4282e-06     	|  2.8354e-07     	|
