FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1684.6         	|  100 %          	|
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run_training_epoch                 	|  26.374         	|63             	|  1661.6         	|  98.634         	|
run_training_batch                 	|  0.20332        	|8000           	|  1626.6         	|  96.557         	|
training_step_and_backward         	|  0.19195        	|8000           	|  1535.6         	|  91.154         	|
model_forward                      	|  0.10808        	|8000           	|  864.62         	|  51.325         	|
training_step                      	|  0.10794        	|8000           	|  863.56         	|  51.262         	|
backward                           	|  0.083686       	|8000           	|  669.49         	|  39.742         	|
optimizer_step_with_closure_0      	|  0.24987        	|1000           	|  249.87         	|  14.833         	|
get_train_batch                    	|  0.0022697      	|8063           	|  18.301         	|  1.0864         	|
fetch_next_train_batch             	|  0.0022524      	|8063           	|  18.161         	|  1.0781         	|
on_train_batch_end                 	|  0.0010843      	|8000           	|  8.6748         	|  0.51494        	|
training_batch_to_device           	|  0.00021081     	|8000           	|  1.6865         	|  0.10011        	|
zero_grad                          	|  0.0013219      	|1000           	|  1.3219         	|  0.078469       	|
on_train_batch_start               	|  9.0673e-05     	|8000           	|  0.72538        	|  0.04306        	|
on_batch_start                     	|  1.5169e-05     	|8000           	|  0.12135        	|  0.0072037      	|
on_before_backward                 	|  1.3303e-05     	|8000           	|  0.10642        	|  0.0063173      	|
on_batch_end                       	|  1.3223e-05     	|8000           	|  0.10578        	|  0.0062794      	|
on_after_backward                  	|  1.1852e-05     	|8000           	|  0.09482        	|  0.0056286      	|
training_step_end                  	|  5.9771e-06     	|8000           	|  0.047817       	|  0.0028385      	|
on_train_end                       	|  0.025133       	|1              	|  0.025133       	|  0.0014919      	|
on_pretrain_routine_start          	|  0.022641       	|1              	|  0.022641       	|  0.001344       	|
on_train_epoch_start               	|  0.00031016     	|63             	|  0.01954        	|  0.0011599      	|
on_train_epoch_end                 	|  0.00028114     	|63             	|  0.017712       	|  0.0010514      	|
on_before_zero_grad                	|  1.4802e-05     	|1000           	|  0.014802       	|  0.00087869     	|
on_before_optimizer_step           	|  1.1682e-05     	|1000           	|  0.011682       	|  0.00069347     	|
configure_optimizers               	|  0.0084102      	|1              	|  0.0084102      	|  0.00049924     	|
on_train_start                     	|  0.00080739     	|1              	|  0.00080739     	|  4.7928e-05     	|
on_epoch_start                     	|  1.1099e-05     	|63             	|  0.00069922     	|  4.1506e-05     	|
on_epoch_end                       	|  1.0454e-05     	|63             	|  0.00065859     	|  3.9095e-05     	|
setup                              	|  2.2853e-05     	|1              	|  2.2853e-05     	|  1.3566e-06     	|
on_fit_end                         	|  2.2111e-05     	|1              	|  2.2111e-05     	|  1.3125e-06     	|
on_before_accelerator_backend_setup	|  2.11e-05       	|1              	|  2.11e-05       	|  1.2525e-06     	|
on_configure_sharded_model         	|  1.7543e-05     	|1              	|  1.7543e-05     	|  1.0414e-06     	|
on_fit_start                       	|  1.7253e-05     	|1              	|  1.7253e-05     	|  1.0242e-06     	|
teardown                           	|  1.2273e-05     	|1              	|  1.2273e-05     	|  7.2854e-07     	|
on_pretrain_routine_end            	|  9.8192e-06     	|1              	|  9.8192e-06     	|  5.8288e-07     	|
prepare_data                       	|  8.7968e-06     	|1              	|  8.7968e-06     	|  5.2219e-07     	|
configure_callbacks                	|  6.1619e-06     	|1              	|  6.1619e-06     	|  3.6578e-07     	|
configure_sharded_model            	|  5.36e-06       	|1              	|  5.36e-06       	|  3.1818e-07     	|
on_val_dataloader                  	|  4.5889e-06     	|1              	|  4.5889e-06     	|  2.724e-07      	|
on_train_dataloader                	|  4.038e-06      	|1              	|  4.038e-06      	|  2.397e-07      	|
