FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1704.8         	|  100 %          	|
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run_training_epoch                 	|  26.696         	|63             	|  1681.9         	|  98.655         	|
run_training_batch                 	|  0.20583        	|8000           	|  1646.7         	|  96.591         	|
training_step_and_backward         	|  0.19432        	|8000           	|  1554.5         	|  91.187         	|
model_forward                      	|  0.10854        	|8000           	|  868.33         	|  50.935         	|
training_step                      	|  0.10841        	|8000           	|  867.27         	|  50.873         	|
backward                           	|  0.085585       	|8000           	|  684.68         	|  40.162         	|
optimizer_step_with_closure_0      	|  0.25548        	|1000           	|  255.48         	|  14.986         	|
get_train_batch                    	|  0.0022857      	|8063           	|  18.429         	|  1.081          	|
fetch_next_train_batch             	|  0.002269       	|8063           	|  18.295         	|  1.0731         	|
on_train_batch_end                 	|  0.0010845      	|8000           	|  8.6761         	|  0.50893        	|
training_batch_to_device           	|  0.00021696     	|8000           	|  1.7357         	|  0.10181        	|
zero_grad                          	|  0.0013675      	|1000           	|  1.3675         	|  0.080213       	|
on_train_batch_start               	|  9.1185e-05     	|8000           	|  0.72948        	|  0.04279        	|
on_batch_start                     	|  1.4676e-05     	|8000           	|  0.11741        	|  0.0068869      	|
on_batch_end                       	|  1.2633e-05     	|8000           	|  0.10106        	|  0.0059282      	|
on_before_backward                 	|  1.2171e-05     	|8000           	|  0.097372       	|  0.0057117      	|
on_after_backward                  	|  1.0856e-05     	|8000           	|  0.086849       	|  0.0050945      	|
training_step_end                  	|  5.9959e-06     	|8000           	|  0.047967       	|  0.0028137      	|
on_train_end                       	|  0.025987       	|1              	|  0.025987       	|  0.0015244      	|
on_pretrain_routine_start          	|  0.022725       	|1              	|  0.022725       	|  0.001333       	|
on_train_epoch_start               	|  0.00030343     	|63             	|  0.019116       	|  0.0011213      	|
on_train_epoch_end                 	|  0.00028201     	|63             	|  0.017766       	|  0.0010422      	|
on_before_zero_grad                	|  1.4673e-05     	|1000           	|  0.014673       	|  0.0008607      	|
on_before_optimizer_step           	|  1.1433e-05     	|1000           	|  0.011433       	|  0.00067062     	|
configure_optimizers               	|  0.0082228      	|1              	|  0.0082228      	|  0.00048234     	|
on_train_start                     	|  0.00080513     	|1              	|  0.00080513     	|  4.7228e-05     	|
on_epoch_start                     	|  1.0891e-05     	|63             	|  0.00068615     	|  4.0249e-05     	|
on_epoch_end                       	|  1.0495e-05     	|63             	|  0.00066115     	|  3.8782e-05     	|
setup                              	|  2.3364e-05     	|1              	|  2.3364e-05     	|  1.3705e-06     	|
on_fit_end                         	|  2.0298e-05     	|1              	|  2.0298e-05     	|  1.1907e-06     	|
on_before_accelerator_backend_setup	|  1.9878e-05     	|1              	|  1.9878e-05     	|  1.166e-06      	|
on_configure_sharded_model         	|  1.8986e-05     	|1              	|  1.8986e-05     	|  1.1137e-06     	|
on_fit_start                       	|  1.6852e-05     	|1              	|  1.6852e-05     	|  9.8852e-07     	|
on_pretrain_routine_end            	|  1.0108e-05     	|1              	|  1.0108e-05     	|  5.9293e-07     	|
teardown                           	|  9.7479e-06     	|1              	|  9.7479e-06     	|  5.718e-07      	|
prepare_data                       	|  8.3561e-06     	|1              	|  8.3561e-06     	|  4.9016e-07     	|
configure_sharded_model            	|  5.139e-06      	|1              	|  5.139e-06      	|  3.0145e-07     	|
configure_callbacks                	|  4.519e-06      	|1              	|  4.519e-06      	|  2.6508e-07     	|
on_val_dataloader                  	|  4.3281e-06     	|1              	|  4.3281e-06     	|  2.5388e-07     	|
on_train_dataloader                	|  4.017e-06      	|1              	|  4.017e-06      	|  2.3563e-07     	|
