FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  523.01         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.99996        	|500            	|  499.98         	|  95.597         	|
run_training_batch                 	|  0.3457         	|1000           	|  345.7          	|  66.099         	|
optimizer_step_with_closure_0      	|  0.343          	|1000           	|  343.0          	|  65.582         	|
training_step_and_backward         	|  0.25668        	|1000           	|  256.68         	|  49.077         	|
model_forward                      	|  0.15932        	|1000           	|  159.32         	|  30.461         	|
training_step                      	|  0.15915        	|1000           	|  159.15         	|  30.43          	|
backward                           	|  0.095969       	|1000           	|  95.969         	|  18.349         	|
get_train_batch                    	|  0.029542       	|1500           	|  44.312         	|  8.4726         	|
fetch_next_train_batch             	|  0.029508       	|1500           	|  44.263         	|  8.4631         	|
zero_grad                          	|  0.0013621      	|1000           	|  1.3621         	|  0.26043        	|
on_train_batch_end                 	|  0.0013224      	|1000           	|  1.3224         	|  0.25284        	|
training_batch_to_device           	|  0.00060289     	|1000           	|  0.60289        	|  0.11527        	|
on_train_epoch_start               	|  0.00027673     	|500            	|  0.13836        	|  0.026455       	|
on_train_epoch_end                 	|  0.0002639      	|500            	|  0.13195        	|  0.025229       	|
on_train_batch_start               	|  0.00010625     	|1000           	|  0.10625        	|  0.020316       	|
on_batch_start                     	|  3.5196e-05     	|1000           	|  0.035196       	|  0.0067296      	|
on_train_end                       	|  0.023945       	|1              	|  0.023945       	|  0.0045784      	|
on_pretrain_routine_start          	|  0.022195       	|1              	|  0.022195       	|  0.0042438      	|
on_before_zero_grad                	|  2.0874e-05     	|1000           	|  0.020874       	|  0.0039911      	|
on_batch_end                       	|  1.3767e-05     	|1000           	|  0.013767       	|  0.0026323      	|
on_before_optimizer_step           	|  1.2199e-05     	|1000           	|  0.012199       	|  0.0023324      	|
on_before_backward                 	|  1.1592e-05     	|1000           	|  0.011592       	|  0.0022164      	|
on_after_backward                  	|  1.1465e-05     	|1000           	|  0.011465       	|  0.0021922      	|
configure_optimizers               	|  0.008627       	|1              	|  0.008627       	|  0.0016495      	|
training_step_end                  	|  7.8636e-06     	|1000           	|  0.0078636      	|  0.0015035      	|
on_epoch_start                     	|  1.104e-05      	|500            	|  0.0055201      	|  0.0010555      	|
on_epoch_end                       	|  1.0121e-05     	|500            	|  0.0050606      	|  0.00096759     	|
on_train_start                     	|  0.00073593     	|1              	|  0.00073593     	|  0.00014071     	|
on_fit_end                         	|  2.5167e-05     	|1              	|  2.5167e-05     	|  4.812e-06      	|
on_before_accelerator_backend_setup	|  2.162e-05      	|1              	|  2.162e-05      	|  4.1338e-06     	|
on_fit_start                       	|  1.6941e-05     	|1              	|  1.6941e-05     	|  3.2391e-06     	|
on_configure_sharded_model         	|  1.3525e-05     	|1              	|  1.3525e-05     	|  2.586e-06      	|
setup                              	|  1.3315e-05     	|1              	|  1.3315e-05     	|  2.5459e-06     	|
on_pretrain_routine_end            	|  1.3165e-05     	|1              	|  1.3165e-05     	|  2.5172e-06     	|
teardown                           	|  1.1332e-05     	|1              	|  1.1332e-05     	|  2.1667e-06     	|
prepare_data                       	|  8.3559e-06     	|1              	|  8.3559e-06     	|  1.5977e-06     	|
on_val_dataloader                  	|  4.99e-06       	|1              	|  4.99e-06       	|  9.541e-07      	|
configure_sharded_model            	|  4.719e-06      	|1              	|  4.719e-06      	|  9.0228e-07     	|
configure_callbacks                	|  4.679e-06      	|1              	|  4.679e-06      	|  8.9463e-07     	|
on_train_dataloader                	|  4.188e-06      	|1              	|  4.188e-06      	|  8.0076e-07     	|
