FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1539.6         	|  100 %          	|
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run_training_epoch                 	|  72.215         	|21             	|  1516.5         	|  98.501         	|
run_training_batch                 	|  0.18581        	|8000           	|  1486.4         	|  96.548         	|
training_step_and_backward         	|  0.17556        	|8000           	|  1404.5         	|  91.224         	|
model_forward                      	|  0.093542       	|8000           	|  748.34         	|  48.606         	|
training_step                      	|  0.093411       	|8000           	|  747.29         	|  48.538         	|
backward                           	|  0.081838       	|8000           	|  654.71         	|  42.525         	|
optimizer_step_with_closure_0      	|  0.23378        	|1000           	|  233.78         	|  15.184         	|
get_train_batch                    	|  0.0018141      	|8021           	|  14.551         	|  0.94511        	|
fetch_next_train_batch             	|  0.0017983      	|8021           	|  14.424         	|  0.93686        	|
on_train_batch_end                 	|  0.0010814      	|8000           	|  8.6511         	|  0.5619         	|
training_batch_to_device           	|  0.00020984     	|8000           	|  1.6787         	|  0.10904        	|
zero_grad                          	|  0.0012907      	|1000           	|  1.2907         	|  0.083832       	|
on_train_batch_start               	|  8.9136e-05     	|8000           	|  0.71309        	|  0.046317       	|
on_batch_start                     	|  1.4657e-05     	|8000           	|  0.11726        	|  0.0076161      	|
on_batch_end                       	|  1.3071e-05     	|8000           	|  0.10457        	|  0.0067918      	|
on_before_backward                 	|  1.2384e-05     	|8000           	|  0.099075       	|  0.0064352      	|
on_after_backward                  	|  1.1232e-05     	|8000           	|  0.089854       	|  0.0058362      	|
training_step_end                  	|  6.1676e-06     	|8000           	|  0.049341       	|  0.0032048      	|
on_train_end                       	|  0.025945       	|1              	|  0.025945       	|  0.0016852      	|
on_pretrain_routine_start          	|  0.022556       	|1              	|  0.022556       	|  0.0014651      	|
on_before_zero_grad                	|  1.3329e-05     	|1000           	|  0.013329       	|  0.00086576     	|
on_before_optimizer_step           	|  1.0845e-05     	|1000           	|  0.010845       	|  0.00070438     	|
configure_optimizers               	|  0.0085652      	|1              	|  0.0085652      	|  0.00055633     	|
on_train_epoch_start               	|  0.00032182     	|21             	|  0.0067581      	|  0.00043896     	|
on_train_epoch_end                 	|  0.00027889     	|21             	|  0.0058568      	|  0.00038041     	|
on_train_start                     	|  0.00068805     	|1              	|  0.00068805     	|  4.469e-05      	|
on_epoch_start                     	|  1.0443e-05     	|21             	|  0.00021931     	|  1.4245e-05     	|
on_epoch_end                       	|  1.0318e-05     	|21             	|  0.00021669     	|  1.4074e-05     	|
on_fit_end                         	|  2.3294e-05     	|1              	|  2.3294e-05     	|  1.513e-06      	|
on_before_accelerator_backend_setup	|  1.9567e-05     	|1              	|  1.9567e-05     	|  1.2709e-06     	|
on_fit_start                       	|  1.6981e-05     	|1              	|  1.6981e-05     	|  1.103e-06      	|
on_configure_sharded_model         	|  1.3465e-05     	|1              	|  1.3465e-05     	|  8.7458e-07     	|
setup                              	|  1.3305e-05     	|1              	|  1.3305e-05     	|  8.6418e-07     	|
teardown                           	|  1.1592e-05     	|1              	|  1.1592e-05     	|  7.5292e-07     	|
on_pretrain_routine_end            	|  9.9891e-06     	|1              	|  9.9891e-06     	|  6.4882e-07     	|
prepare_data                       	|  7.614e-06      	|1              	|  7.614e-06      	|  4.9455e-07     	|
configure_callbacks                	|  6.8119e-06     	|1              	|  6.8119e-06     	|  4.4245e-07     	|
configure_sharded_model            	|  4.709e-06      	|1              	|  4.709e-06      	|  3.0586e-07     	|
on_val_dataloader                  	|  4.5181e-06     	|1              	|  4.5181e-06     	|  2.9346e-07     	|
on_train_dataloader                	|  4.1171e-06     	|1              	|  4.1171e-06     	|  2.6742e-07     	|
