FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  394.4          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.837         	|25             	|  370.92         	|  94.047         	|
run_training_batch                 	|  0.35841        	|1000           	|  358.41         	|  90.877         	|
optimizer_step_with_closure_0      	|  0.35565        	|1000           	|  355.65         	|  90.175         	|
training_step_and_backward         	|  0.2772         	|1000           	|  277.2          	|  70.285         	|
model_forward                      	|  0.16353        	|1000           	|  163.53         	|  41.463         	|
training_step                      	|  0.16339        	|1000           	|  163.39         	|  41.428         	|
backward                           	|  0.11234        	|1000           	|  112.34         	|  28.484         	|
get_train_batch                    	|  0.0042618      	|1025           	|  4.3683         	|  1.1076         	|
fetch_next_train_batch             	|  0.0042444      	|1025           	|  4.3505         	|  1.1031         	|
zero_grad                          	|  0.0013098      	|1000           	|  1.3098         	|  0.3321         	|
on_train_batch_end                 	|  0.0012069      	|1000           	|  1.2069         	|  0.30603        	|
training_batch_to_device           	|  0.00023705     	|1000           	|  0.23705        	|  0.060104       	|
on_train_batch_start               	|  9.2036e-05     	|1000           	|  0.092036       	|  0.023336       	|
on_train_end                       	|  0.023802       	|1              	|  0.023802       	|  0.0060351      	|
on_pretrain_routine_start          	|  0.023226       	|1              	|  0.023226       	|  0.005889       	|
on_batch_start                     	|  1.4979e-05     	|1000           	|  0.014979       	|  0.0037979      	|
on_before_zero_grad                	|  1.4105e-05     	|1000           	|  0.014105       	|  0.0035764      	|
on_batch_end                       	|  1.3084e-05     	|1000           	|  0.013084       	|  0.0033174      	|
on_after_backward                  	|  1.1193e-05     	|1000           	|  0.011193       	|  0.002838       	|
on_before_backward                 	|  1.0286e-05     	|1000           	|  0.010286       	|  0.0026081      	|
on_before_optimizer_step           	|  9.8848e-06     	|1000           	|  0.0098848      	|  0.0025063      	|
configure_optimizers               	|  0.0084918      	|1              	|  0.0084918      	|  0.0021531      	|
on_train_epoch_end                 	|  0.00028468     	|25             	|  0.007117       	|  0.0018045      	|
on_train_epoch_start               	|  0.00027986     	|25             	|  0.0069964      	|  0.001774       	|
training_step_end                  	|  6.092e-06      	|1000           	|  0.006092       	|  0.0015446      	|
on_train_start                     	|  0.00070857     	|1              	|  0.00070857     	|  0.00017966     	|
on_epoch_start                     	|  1.0852e-05     	|25             	|  0.00027131     	|  6.8791e-05     	|
on_epoch_end                       	|  1.0053e-05     	|25             	|  0.00025132     	|  6.3723e-05     	|
on_fit_end                         	|  2.4405e-05     	|1              	|  2.4405e-05     	|  6.188e-06      	|
on_before_accelerator_backend_setup	|  2.2021e-05     	|1              	|  2.2021e-05     	|  5.5835e-06     	|
on_fit_start                       	|  1.7012e-05     	|1              	|  1.7012e-05     	|  4.3134e-06     	|
on_configure_sharded_model         	|  1.564e-05      	|1              	|  1.564e-05      	|  3.9656e-06     	|
setup                              	|  1.3525e-05     	|1              	|  1.3525e-05     	|  3.4293e-06     	|
teardown                           	|  1.1171e-05     	|1              	|  1.1171e-05     	|  2.8324e-06     	|
on_pretrain_routine_end            	|  9.2279e-06     	|1              	|  9.2279e-06     	|  2.3398e-06     	|
prepare_data                       	|  8.206e-06      	|1              	|  8.206e-06      	|  2.0807e-06     	|
configure_callbacks                	|  7.043e-06      	|1              	|  7.043e-06      	|  1.7858e-06     	|
on_val_dataloader                  	|  4.749e-06      	|1              	|  4.749e-06      	|  1.2041e-06     	|
configure_sharded_model            	|  4.3281e-06     	|1              	|  4.3281e-06     	|  1.0974e-06     	|
on_train_dataloader                	|  4.228e-06      	|1              	|  4.228e-06      	|  1.072e-06      	|
