FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1708.8         	|  100 %          	|
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run_training_epoch                 	|  26.759         	|63             	|  1685.8         	|  98.651         	|
run_training_batch                 	|  0.20632        	|8000           	|  1650.5         	|  96.588         	|
training_step_and_backward         	|  0.19507        	|8000           	|  1560.5         	|  91.321         	|
model_forward                      	|  0.10851        	|8000           	|  868.11         	|  50.801         	|
training_step                      	|  0.10838        	|8000           	|  867.02         	|  50.737         	|
backward                           	|  0.086363       	|8000           	|  690.91         	|  40.431         	|
optimizer_step_with_closure_0      	|  0.25537        	|1000           	|  255.37         	|  14.944         	|
get_train_batch                    	|  0.0022705      	|8063           	|  18.307         	|  1.0713         	|
fetch_next_train_batch             	|  0.0022537      	|8063           	|  18.172         	|  1.0634         	|
on_train_batch_end                 	|  0.0010991      	|8000           	|  8.7925         	|  0.51453        	|
training_batch_to_device           	|  0.00021756     	|8000           	|  1.7405         	|  0.10185        	|
zero_grad                          	|  0.0013825      	|1000           	|  1.3825         	|  0.080901       	|
on_train_batch_start               	|  9.2112e-05     	|8000           	|  0.7369         	|  0.043122       	|
on_batch_start                     	|  1.518e-05      	|8000           	|  0.12144        	|  0.0071068      	|
on_before_backward                 	|  1.331e-05      	|8000           	|  0.10648        	|  0.006231       	|
on_batch_end                       	|  1.3309e-05     	|8000           	|  0.10647        	|  0.0062306      	|
on_after_backward                  	|  1.2009e-05     	|8000           	|  0.096074       	|  0.0056222      	|
training_step_end                  	|  5.6873e-06     	|8000           	|  0.045499       	|  0.0026625      	|
on_train_end                       	|  0.025864       	|1              	|  0.025864       	|  0.0015135      	|
on_pretrain_routine_start          	|  0.022769       	|1              	|  0.022769       	|  0.0013324      	|
on_train_epoch_start               	|  0.00028554     	|63             	|  0.017989       	|  0.0010527      	|
on_train_epoch_end                 	|  0.00028397     	|63             	|  0.01789        	|  0.0010469      	|
on_before_zero_grad                	|  1.6454e-05     	|1000           	|  0.016454       	|  0.0009629      	|
on_before_optimizer_step           	|  1.2349e-05     	|1000           	|  0.012349       	|  0.00072266     	|
configure_optimizers               	|  0.0084852      	|1              	|  0.0084852      	|  0.00049655     	|
on_train_start                     	|  0.00082618     	|1              	|  0.00082618     	|  4.8347e-05     	|
on_epoch_start                     	|  1.1349e-05     	|63             	|  0.000715       	|  4.1841e-05     	|
on_epoch_end                       	|  1.0664e-05     	|63             	|  0.00067182     	|  3.9314e-05     	|
setup                              	|  2.5708e-05     	|1              	|  2.5708e-05     	|  1.5044e-06     	|
on_before_accelerator_backend_setup	|  2.3715e-05     	|1              	|  2.3715e-05     	|  1.3878e-06     	|
on_configure_sharded_model         	|  2.3114e-05     	|1              	|  2.3114e-05     	|  1.3526e-06     	|
on_fit_end                         	|  2.1631e-05     	|1              	|  2.1631e-05     	|  1.2658e-06     	|
on_fit_start                       	|  1.8665e-05     	|1              	|  1.8665e-05     	|  1.0923e-06     	|
on_pretrain_routine_end            	|  1.0911e-05     	|1              	|  1.0911e-05     	|  6.3849e-07     	|
teardown                           	|  1.0329e-05     	|1              	|  1.0329e-05     	|  6.0443e-07     	|
prepare_data                       	|  9.4781e-06     	|1              	|  9.4781e-06     	|  5.5465e-07     	|
configure_callbacks                	|  6.3421e-06     	|1              	|  6.3421e-06     	|  3.7113e-07     	|
configure_sharded_model            	|  5.4401e-06     	|1              	|  5.4401e-06     	|  3.1835e-07     	|
on_val_dataloader                  	|  4.4492e-06     	|1              	|  4.4492e-06     	|  2.6036e-07     	|
on_train_dataloader                	|  3.8969e-06     	|1              	|  3.8969e-06     	|  2.2804e-07     	|
