FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1694.5         	|  100 %          	|
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run_training_epoch                 	|  26.519         	|63             	|  1670.7         	|  98.596         	|
run_training_batch                 	|  0.20441        	|8000           	|  1635.3         	|  96.503         	|
training_step_and_backward         	|  0.19316        	|8000           	|  1545.3         	|  91.193         	|
model_forward                      	|  0.10759        	|8000           	|  860.72         	|  50.794         	|
training_step                      	|  0.10746        	|8000           	|  859.65         	|  50.731         	|
backward                           	|  0.085382       	|8000           	|  683.05         	|  40.31          	|
optimizer_step_with_closure_0      	|  0.25286        	|1000           	|  252.86         	|  14.922         	|
get_train_batch                    	|  0.0022892      	|8063           	|  18.458         	|  1.0893         	|
fetch_next_train_batch             	|  0.0022724      	|8063           	|  18.322         	|  1.0813         	|
on_train_batch_end                 	|  0.0010895      	|8000           	|  8.7159         	|  0.51436        	|
training_batch_to_device           	|  0.00021638     	|8000           	|  1.731          	|  0.10215        	|
zero_grad                          	|  0.0013747      	|1000           	|  1.3747         	|  0.081125       	|
on_train_batch_start               	|  9.0648e-05     	|8000           	|  0.72519        	|  0.042796       	|
on_batch_start                     	|  1.5246e-05     	|8000           	|  0.12197        	|  0.0071979      	|
on_batch_end                       	|  1.4163e-05     	|8000           	|  0.11331        	|  0.0066866      	|
on_before_backward                 	|  1.3565e-05     	|8000           	|  0.10852        	|  0.0064041      	|
on_after_backward                  	|  1.1523e-05     	|8000           	|  0.092185       	|  0.0054402      	|
training_step_end                  	|  5.7559e-06     	|8000           	|  0.046047       	|  0.0027174      	|
on_train_end                       	|  0.025672       	|1              	|  0.025672       	|  0.001515       	|
on_pretrain_routine_start          	|  0.02298        	|1              	|  0.02298        	|  0.0013562      	|
on_train_epoch_start               	|  0.00029705     	|63             	|  0.018714       	|  0.0011044      	|
on_train_epoch_end                 	|  0.00028707     	|63             	|  0.018085       	|  0.0010673      	|
on_before_zero_grad                	|  1.5081e-05     	|1000           	|  0.015081       	|  0.00088998     	|
on_before_optimizer_step           	|  1.1898e-05     	|1000           	|  0.011898       	|  0.00070212     	|
configure_optimizers               	|  0.0083465      	|1              	|  0.0083465      	|  0.00049255     	|
on_train_start                     	|  0.00077024     	|1              	|  0.00077024     	|  4.5455e-05     	|
on_epoch_start                     	|  1.102e-05      	|63             	|  0.00069425     	|  4.097e-05      	|
on_epoch_end                       	|  1.0478e-05     	|63             	|  0.00066011     	|  3.8955e-05     	|
setup                              	|  2.2813e-05     	|1              	|  2.2813e-05     	|  1.3463e-06     	|
on_fit_end                         	|  2.102e-05      	|1              	|  2.102e-05      	|  1.2405e-06     	|
on_before_accelerator_backend_setup	|  2.097e-05      	|1              	|  2.097e-05      	|  1.2375e-06     	|
on_configure_sharded_model         	|  1.7473e-05     	|1              	|  1.7473e-05     	|  1.0311e-06     	|
on_fit_start                       	|  1.7172e-05     	|1              	|  1.7172e-05     	|  1.0134e-06     	|
teardown                           	|  1.053e-05      	|1              	|  1.053e-05      	|  6.2141e-07     	|
on_pretrain_routine_end            	|  9.7479e-06     	|1              	|  9.7479e-06     	|  5.7526e-07     	|
prepare_data                       	|  8.0951e-06     	|1              	|  8.0951e-06     	|  4.7772e-07     	|
configure_callbacks                	|  6.953e-06      	|1              	|  6.953e-06      	|  4.1032e-07     	|
configure_sharded_model            	|  5.269e-06      	|1              	|  5.269e-06      	|  3.1094e-07     	|
on_train_dataloader                	|  4.4878e-06     	|1              	|  4.4878e-06     	|  2.6484e-07     	|
on_val_dataloader                  	|  4.3078e-06     	|1              	|  4.3078e-06     	|  2.5422e-07     	|
