FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1546.3         	|  100 %          	|
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run_training_epoch                 	|  72.526         	|21             	|  1523.0         	|  98.495         	|
run_training_batch                 	|  0.18661        	|8000           	|  1492.9         	|  96.543         	|
training_step_and_backward         	|  0.17664        	|8000           	|  1413.1         	|  91.387         	|
model_forward                      	|  0.093619       	|8000           	|  748.95         	|  48.435         	|
training_step                      	|  0.093489       	|8000           	|  747.91         	|  48.367         	|
backward                           	|  0.082832       	|8000           	|  662.65         	|  42.854         	|
optimizer_step_with_closure_0      	|  0.23601        	|1000           	|  236.01         	|  15.263         	|
get_train_batch                    	|  0.0018496      	|8021           	|  14.836         	|  0.95942        	|
fetch_next_train_batch             	|  0.0018335      	|8021           	|  14.707         	|  0.95109        	|
on_train_batch_end                 	|  0.0010543      	|8000           	|  8.4343         	|  0.54545        	|
training_batch_to_device           	|  0.00020962     	|8000           	|  1.6769         	|  0.10845        	|
zero_grad                          	|  0.0013757      	|1000           	|  1.3757         	|  0.088967       	|
on_train_batch_start               	|  8.9124e-05     	|8000           	|  0.71299        	|  0.046109       	|
on_batch_start                     	|  1.4372e-05     	|8000           	|  0.11498        	|  0.0074357      	|
on_batch_end                       	|  1.3141e-05     	|8000           	|  0.10513        	|  0.0067986      	|
on_before_backward                 	|  1.3045e-05     	|8000           	|  0.10436        	|  0.0067492      	|
on_after_backward                  	|  1.207e-05      	|8000           	|  0.096561       	|  0.0062446      	|
training_step_end                  	|  5.6798e-06     	|8000           	|  0.045439       	|  0.0029385      	|
on_train_end                       	|  0.026068       	|1              	|  0.026068       	|  0.0016858      	|
on_pretrain_routine_start          	|  0.022543       	|1              	|  0.022543       	|  0.0014579      	|
on_before_zero_grad                	|  1.4707e-05     	|1000           	|  0.014707       	|  0.00095112     	|
on_before_optimizer_step           	|  1.1298e-05     	|1000           	|  0.011298       	|  0.00073062     	|
configure_optimizers               	|  0.0084139      	|1              	|  0.0084139      	|  0.00054413     	|
on_train_epoch_start               	|  0.00029377     	|21             	|  0.0061692      	|  0.00039896     	|
on_train_epoch_end                 	|  0.00028984     	|21             	|  0.0060866      	|  0.00039362     	|
on_train_start                     	|  0.0006993      	|1              	|  0.0006993      	|  4.5224e-05     	|
on_epoch_start                     	|  1.0568e-05     	|21             	|  0.00022194     	|  1.4353e-05     	|
on_epoch_end                       	|  1.0205e-05     	|21             	|  0.0002143      	|  1.3859e-05     	|
on_before_accelerator_backend_setup	|  2.117e-05      	|1              	|  2.117e-05      	|  1.3691e-06     	|
on_fit_end                         	|  2.0489e-05     	|1              	|  2.0489e-05     	|  1.325e-06      	|
on_fit_start                       	|  1.6691e-05     	|1              	|  1.6691e-05     	|  1.0794e-06     	|
setup                              	|  1.3786e-05     	|1              	|  1.3786e-05     	|  8.9154e-07     	|
on_configure_sharded_model         	|  1.3164e-05     	|1              	|  1.3164e-05     	|  8.5132e-07     	|
teardown                           	|  1.0008e-05     	|1              	|  1.0008e-05     	|  6.4722e-07     	|
on_pretrain_routine_end            	|  9.9989e-06     	|1              	|  9.9989e-06     	|  6.4663e-07     	|
prepare_data                       	|  7.6741e-06     	|1              	|  7.6741e-06     	|  4.9628e-07     	|
configure_callbacks                	|  6.482e-06      	|1              	|  6.482e-06      	|  4.1919e-07     	|
on_train_dataloader                	|  5.1099e-06     	|1              	|  5.1099e-06     	|  3.3046e-07     	|
on_val_dataloader                  	|  4.8091e-06     	|1              	|  4.8091e-06     	|  3.1101e-07     	|
configure_sharded_model            	|  4.278e-06      	|1              	|  4.278e-06      	|  2.7666e-07     	|
