FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1699.6         	|  100 %          	|
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run_training_epoch                 	|  26.611         	|63             	|  1676.5         	|  98.64          	|
run_training_batch                 	|  0.20515        	|8000           	|  1641.2         	|  96.563         	|
training_step_and_backward         	|  0.19382        	|8000           	|  1550.6         	|  91.23          	|
model_forward                      	|  0.10872        	|8000           	|  869.79         	|  51.176         	|
training_step                      	|  0.10859        	|8000           	|  868.74         	|  51.114         	|
backward                           	|  0.084912       	|8000           	|  679.29         	|  39.967         	|
optimizer_step_with_closure_0      	|  0.2528         	|1000           	|  252.8          	|  14.874         	|
get_train_batch                    	|  0.0022841      	|8063           	|  18.417         	|  1.0836         	|
fetch_next_train_batch             	|  0.0022672      	|8063           	|  18.281         	|  1.0756         	|
on_train_batch_end                 	|  0.0010967      	|8000           	|  8.7735         	|  0.5162         	|
training_batch_to_device           	|  0.00021588     	|8000           	|  1.7271         	|  0.10161        	|
zero_grad                          	|  0.0013489      	|1000           	|  1.3489         	|  0.079365       	|
on_train_batch_start               	|  8.9365e-05     	|8000           	|  0.71492        	|  0.042063       	|
on_batch_start                     	|  1.4832e-05     	|8000           	|  0.11866        	|  0.0069815      	|
on_before_backward                 	|  1.2908e-05     	|8000           	|  0.10326        	|  0.0060757      	|
on_batch_end                       	|  1.2867e-05     	|8000           	|  0.10293        	|  0.0060563      	|
on_after_backward                  	|  1.1994e-05     	|8000           	|  0.095952       	|  0.0056455      	|
training_step_end                  	|  6.0178e-06     	|8000           	|  0.048143       	|  0.0028325      	|
on_train_end                       	|  0.025748       	|1              	|  0.025748       	|  0.0015149      	|
on_pretrain_routine_start          	|  0.022645       	|1              	|  0.022645       	|  0.0013324      	|
on_train_epoch_start               	|  0.00030288     	|63             	|  0.019081       	|  0.0011227      	|
on_train_epoch_end                 	|  0.00028972     	|63             	|  0.018252       	|  0.0010739      	|
on_before_zero_grad                	|  1.6025e-05     	|1000           	|  0.016025       	|  0.00094285     	|
on_before_optimizer_step           	|  1.2565e-05     	|1000           	|  0.012565       	|  0.00073925     	|
configure_optimizers               	|  0.0082275      	|1              	|  0.0082275      	|  0.00048408     	|
on_train_start                     	|  0.00074959     	|1              	|  0.00074959     	|  4.4103e-05     	|
on_epoch_start                     	|  1.0513e-05     	|63             	|  0.00066233     	|  3.8969e-05     	|
on_epoch_end                       	|  1.0144e-05     	|63             	|  0.0006391      	|  3.7602e-05     	|
on_fit_end                         	|  2.4265e-05     	|1              	|  2.4265e-05     	|  1.4277e-06     	|
setup                              	|  2.0969e-05     	|1              	|  2.0969e-05     	|  1.2337e-06     	|
on_before_accelerator_backend_setup	|  1.9848e-05     	|1              	|  1.9848e-05     	|  1.1678e-06     	|
on_configure_sharded_model         	|  1.7924e-05     	|1              	|  1.7924e-05     	|  1.0546e-06     	|
on_fit_start                       	|  1.6371e-05     	|1              	|  1.6371e-05     	|  9.6321e-07     	|
teardown                           	|  1.2293e-05     	|1              	|  1.2293e-05     	|  7.2328e-07     	|
on_pretrain_routine_end            	|  9.899e-06      	|1              	|  9.899e-06      	|  5.8242e-07     	|
prepare_data                       	|  7.9649e-06     	|1              	|  7.9649e-06     	|  4.6863e-07     	|
configure_callbacks                	|  6.573e-06      	|1              	|  6.573e-06      	|  3.8673e-07     	|
configure_sharded_model            	|  4.879e-06      	|1              	|  4.879e-06      	|  2.8706e-07     	|
on_val_dataloader                  	|  4.729e-06      	|1              	|  4.729e-06      	|  2.7824e-07     	|
on_train_dataloader                	|  4.1882e-06     	|1              	|  4.1882e-06     	|  2.4642e-07     	|
