FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1559.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  73.17          	|21             	|  1536.6         	|  98.51          	|
run_training_batch                 	|  0.18832        	|8000           	|  1506.6         	|  96.588         	|
training_step_and_backward         	|  0.17809        	|8000           	|  1424.7         	|  91.342         	|
model_forward                      	|  0.094072       	|8000           	|  752.58         	|  48.248         	|
training_step                      	|  0.093942       	|8000           	|  751.54         	|  48.182         	|
backward                           	|  0.083843       	|8000           	|  670.74         	|  43.002         	|
optimizer_step_with_closure_0      	|  0.23792        	|1000           	|  237.92         	|  15.253         	|
get_train_batch                    	|  0.0018222      	|8021           	|  14.616         	|  0.93703        	|
fetch_next_train_batch             	|  0.0018063      	|8021           	|  14.488         	|  0.92884        	|
on_train_batch_end                 	|  0.0010638      	|8000           	|  8.5107         	|  0.54563        	|
training_batch_to_device           	|  0.00020928     	|8000           	|  1.6742         	|  0.10734        	|
zero_grad                          	|  0.001293       	|1000           	|  1.293          	|  0.082893       	|
on_train_batch_start               	|  8.9171e-05     	|8000           	|  0.71337        	|  0.045735       	|
on_batch_start                     	|  1.458e-05      	|8000           	|  0.11664        	|  0.0074778      	|
on_before_backward                 	|  1.299e-05      	|8000           	|  0.10392        	|  0.0066624      	|
on_batch_end                       	|  1.2845e-05     	|8000           	|  0.10276        	|  0.0065878      	|
on_after_backward                  	|  1.1495e-05     	|8000           	|  0.091964       	|  0.0058959      	|
training_step_end                  	|  5.9178e-06     	|8000           	|  0.047342       	|  0.0030352      	|
on_train_end                       	|  0.025877       	|1              	|  0.025877       	|  0.001659       	|
on_pretrain_routine_start          	|  0.022892       	|1              	|  0.022892       	|  0.0014676      	|
on_before_zero_grad                	|  1.3921e-05     	|1000           	|  0.013921       	|  0.00089249     	|
on_before_optimizer_step           	|  1.1188e-05     	|1000           	|  0.011188       	|  0.00071726     	|
configure_optimizers               	|  0.0085617      	|1              	|  0.0085617      	|  0.0005489      	|
on_train_epoch_start               	|  0.00028379     	|21             	|  0.0059596      	|  0.00038208     	|
on_train_epoch_end                 	|  0.0002678      	|21             	|  0.0056238      	|  0.00036055     	|
on_train_start                     	|  0.00068025     	|1              	|  0.00068025     	|  4.3612e-05     	|
on_epoch_start                     	|  1.0508e-05     	|21             	|  0.00022068     	|  1.4148e-05     	|
on_epoch_end                       	|  1.0479e-05     	|21             	|  0.00022006     	|  1.4108e-05     	|
on_before_accelerator_backend_setup	|  2.3784e-05     	|1              	|  2.3784e-05     	|  1.5248e-06     	|
on_fit_end                         	|  2.1149e-05     	|1              	|  2.1149e-05     	|  1.3559e-06     	|
on_fit_start                       	|  1.6191e-05     	|1              	|  1.6191e-05     	|  1.038e-06      	|
setup                              	|  1.4197e-05     	|1              	|  1.4197e-05     	|  9.1019e-07     	|
on_configure_sharded_model         	|  1.3405e-05     	|1              	|  1.3405e-05     	|  8.5941e-07     	|
teardown                           	|  1.0459e-05     	|1              	|  1.0459e-05     	|  6.7054e-07     	|
on_pretrain_routine_end            	|  9.978e-06      	|1              	|  9.978e-06      	|  6.397e-07      	|
prepare_data                       	|  8.5658e-06     	|1              	|  8.5658e-06     	|  5.4916e-07     	|
configure_callbacks                	|  7.0431e-06     	|1              	|  7.0431e-06     	|  4.5154e-07     	|
configure_sharded_model            	|  4.648e-06      	|1              	|  4.648e-06      	|  2.9799e-07     	|
on_val_dataloader                  	|  4.5691e-06     	|1              	|  4.5691e-06     	|  2.9293e-07     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  2.8581e-07     	|
