FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  529.19         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.0942         	|63             	|  509.93         	|  96.361         	|
run_training_batch                 	|  0.37249        	|1000           	|  372.49         	|  70.389         	|
optimizer_step_with_closure_0      	|  0.36981        	|1000           	|  369.81         	|  69.882         	|
training_step_and_backward         	|  0.26461        	|1000           	|  264.61         	|  50.003         	|
model_forward                      	|  0.13713        	|1000           	|  137.13         	|  25.914         	|
training_step                      	|  0.13696        	|1000           	|  136.96         	|  25.882         	|
backward                           	|  0.126          	|1000           	|  126.0          	|  23.811         	|
get_train_batch                    	|  0.028959       	|1063           	|  30.784         	|  5.8171         	|
fetch_next_train_batch             	|  0.028936       	|1063           	|  30.759         	|  5.8125         	|
on_train_batch_end                 	|  0.0018113      	|1000           	|  1.8113         	|  0.34229        	|
zero_grad                          	|  0.0014425      	|1000           	|  1.4425         	|  0.27259        	|
training_batch_to_device           	|  0.00027412     	|1000           	|  0.27412        	|  0.0518         	|
on_train_batch_start               	|  9.4973e-05     	|1000           	|  0.094973       	|  0.017947       	|
on_before_backward                 	|  4.6625e-05     	|1000           	|  0.046625       	|  0.0088108      	|
on_train_end                       	|  0.045759       	|1              	|  0.045759       	|  0.008647       	|
on_pretrain_routine_start          	|  0.023545       	|1              	|  0.023545       	|  0.0044493      	|
on_train_epoch_start               	|  0.00035759     	|63             	|  0.022528       	|  0.0042572      	|
on_train_epoch_end                 	|  0.00035638     	|63             	|  0.022452       	|  0.0042428      	|
on_batch_start                     	|  2.1312e-05     	|1000           	|  0.021312       	|  0.0040272      	|
on_after_backward                  	|  2.0432e-05     	|1000           	|  0.020432       	|  0.003861       	|
on_batch_end                       	|  1.6432e-05     	|1000           	|  0.016432       	|  0.0031051      	|
on_before_zero_grad                	|  1.5748e-05     	|1000           	|  0.015748       	|  0.0029758      	|
on_before_optimizer_step           	|  1.2142e-05     	|1000           	|  0.012142       	|  0.0022945      	|
configure_optimizers               	|  0.0087456      	|1              	|  0.0087456      	|  0.0016527      	|
training_step_end                  	|  7.3003e-06     	|1000           	|  0.0073003      	|  0.0013795      	|
on_train_start                     	|  0.0013758      	|1              	|  0.0013758      	|  0.00025999     	|
on_epoch_end                       	|  1.1376e-05     	|63             	|  0.00071666     	|  0.00013543     	|
on_epoch_start                     	|  1.0871e-05     	|63             	|  0.00068485     	|  0.00012942     	|
on_before_accelerator_backend_setup	|  2.6233e-05     	|1              	|  2.6233e-05     	|  4.9573e-06     	|
on_fit_end                         	|  2.56e-05       	|1              	|  2.56e-05       	|  4.8376e-06     	|
setup                              	|  2.2084e-05     	|1              	|  2.2084e-05     	|  4.1731e-06     	|
on_fit_start                       	|  2.0199e-05     	|1              	|  2.0199e-05     	|  3.8169e-06     	|
on_configure_sharded_model         	|  2.0033e-05     	|1              	|  2.0033e-05     	|  3.7856e-06     	|
teardown                           	|  1.5466e-05     	|1              	|  1.5466e-05     	|  2.9225e-06     	|
on_pretrain_routine_end            	|  1.3737e-05     	|1              	|  1.3737e-05     	|  2.5959e-06     	|
prepare_data                       	|  9.8962e-06     	|1              	|  9.8962e-06     	|  1.8701e-06     	|
configure_callbacks                	|  8.1807e-06     	|1              	|  8.1807e-06     	|  1.5459e-06     	|
configure_sharded_model            	|  7.6238e-06     	|1              	|  7.6238e-06     	|  1.4407e-06     	|
on_val_dataloader                  	|  6.7875e-06     	|1              	|  6.7875e-06     	|  1.2826e-06     	|
on_train_dataloader                	|  6.156e-06      	|1              	|  6.156e-06      	|  1.1633e-06     	|
