FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1202.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3635         	|500            	|  1181.7         	|  98.264         	|
run_training_batch                 	|  0.27997        	|1000           	|  279.97         	|  23.28          	|
optimizer_step_with_closure_0      	|  0.27568        	|1000           	|  275.68         	|  22.923         	|
training_step_and_backward         	|  0.20758        	|1000           	|  207.58         	|  17.261         	|
get_train_batch                    	|  0.093389       	|1500           	|  140.08         	|  11.648         	|
fetch_next_train_batch             	|  0.093348       	|1500           	|  140.02         	|  11.643         	|
model_forward                      	|  0.1078         	|1000           	|  107.8          	|  8.9634         	|
training_step                      	|  0.10756        	|1000           	|  107.56         	|  8.9442         	|
backward                           	|  0.09812        	|1000           	|  98.12          	|  8.1588         	|
on_train_batch_end                 	|  0.0023908      	|1000           	|  2.3908         	|  0.1988         	|
zero_grad                          	|  0.0016204      	|1000           	|  1.6204         	|  0.13474        	|
training_batch_to_device           	|  0.00069661     	|1000           	|  0.69661        	|  0.057924       	|
on_train_epoch_end                 	|  0.00034624     	|500            	|  0.17312        	|  0.014395       	|
on_train_epoch_start               	|  0.0003218      	|500            	|  0.1609         	|  0.013379       	|
on_train_batch_start               	|  0.00011281     	|1000           	|  0.11281        	|  0.0093801      	|
on_batch_start                     	|  4.9069e-05     	|1000           	|  0.049069       	|  0.0040802      	|
on_train_end                       	|  0.045371       	|1              	|  0.045371       	|  0.0037727      	|
on_after_backward                  	|  2.7468e-05     	|1000           	|  0.027468       	|  0.002284       	|
on_before_zero_grad                	|  2.3907e-05     	|1000           	|  0.023907       	|  0.0019879      	|
on_pretrain_routine_start          	|  0.023104       	|1              	|  0.023104       	|  0.0019211      	|
on_batch_end                       	|  1.8997e-05     	|1000           	|  0.018997       	|  0.0015797      	|
on_before_optimizer_step           	|  1.5993e-05     	|1000           	|  0.015993       	|  0.0013299      	|
on_before_backward                 	|  1.3889e-05     	|1000           	|  0.013889       	|  0.0011549      	|
training_step_end                  	|  9.8012e-06     	|1000           	|  0.0098012      	|  0.00081499     	|
configure_optimizers               	|  0.008625       	|1              	|  0.008625       	|  0.00071718     	|
on_epoch_end                       	|  1.1962e-05     	|500            	|  0.0059811      	|  0.00049734     	|
on_epoch_start                     	|  1.1182e-05     	|500            	|  0.005591       	|  0.0004649      	|
on_train_start                     	|  0.00077428     	|1              	|  0.00077428     	|  6.4382e-05     	|
on_fit_end                         	|  3.8654e-05     	|1              	|  3.8654e-05     	|  3.2141e-06     	|
on_configure_sharded_model         	|  2.3561e-05     	|1              	|  2.3561e-05     	|  1.9591e-06     	|
setup                              	|  2.2909e-05     	|1              	|  2.2909e-05     	|  1.9049e-06     	|
on_fit_start                       	|  2.0521e-05     	|1              	|  2.0521e-05     	|  1.7063e-06     	|
on_before_accelerator_backend_setup	|  2.0141e-05     	|1              	|  2.0141e-05     	|  1.6747e-06     	|
on_pretrain_routine_end            	|  1.8543e-05     	|1              	|  1.8543e-05     	|  1.5419e-06     	|
teardown                           	|  1.5905e-05     	|1              	|  1.5905e-05     	|  1.3225e-06     	|
prepare_data                       	|  8.7675e-06     	|1              	|  8.7675e-06     	|  7.2903e-07     	|
configure_callbacks                	|  7.8753e-06     	|1              	|  7.8753e-06     	|  6.5484e-07     	|
on_val_dataloader                  	|  7.1004e-06     	|1              	|  7.1004e-06     	|  5.9041e-07     	|
configure_sharded_model            	|  6.9998e-06     	|1              	|  6.9998e-06     	|  5.8205e-07     	|
on_train_dataloader                	|  6.767e-06      	|1              	|  6.767e-06      	|  5.6269e-07     	|
