FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1662.4         	|  100 %          	|
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run_training_epoch                 	|  3.2801         	|500            	|  1640.1         	|  98.657         	|
run_training_batch                 	|  0.39946        	|1000           	|  399.46         	|  24.029         	|
optimizer_step_with_closure_0      	|  0.39643        	|1000           	|  396.43         	|  23.847         	|
training_step_and_backward         	|  0.29308        	|1000           	|  293.08         	|  17.63          	|
get_train_batch                    	|  0.12813        	|1500           	|  192.19         	|  11.561         	|
fetch_next_train_batch             	|  0.12809        	|1500           	|  192.13         	|  11.558         	|
model_forward                      	|  0.16294        	|1000           	|  162.94         	|  9.8013         	|
training_step                      	|  0.16272        	|1000           	|  162.72         	|  9.7883         	|
backward                           	|  0.12866        	|1000           	|  128.66         	|  7.7392         	|
on_train_batch_end                 	|  0.0020553      	|1000           	|  2.0553         	|  0.12363        	|
zero_grad                          	|  0.0014527      	|1000           	|  1.4527         	|  0.087389       	|
training_batch_to_device           	|  0.00063233     	|1000           	|  0.63233        	|  0.038038       	|
on_train_epoch_start               	|  0.00033275     	|500            	|  0.16638        	|  0.010008       	|
on_train_epoch_end                 	|  0.00033077     	|500            	|  0.16538        	|  0.0099487      	|
on_train_batch_start               	|  0.00011019     	|1000           	|  0.11019        	|  0.0066285      	|
on_train_end                       	|  0.046268       	|1              	|  0.046268       	|  0.0027832      	|
on_batch_start                     	|  4.4771e-05     	|1000           	|  0.044771       	|  0.0026932      	|
on_after_backward                  	|  2.333e-05      	|1000           	|  0.02333        	|  0.0014034      	|
on_before_zero_grad                	|  2.2768e-05     	|1000           	|  0.022768       	|  0.0013696      	|
on_pretrain_routine_start          	|  0.021675       	|1              	|  0.021675       	|  0.0013038      	|
on_before_backward                 	|  1.7689e-05     	|1000           	|  0.017689       	|  0.0010641      	|
on_batch_end                       	|  1.7568e-05     	|1000           	|  0.017568       	|  0.0010568      	|
on_before_optimizer_step           	|  1.6299e-05     	|1000           	|  0.016299       	|  0.00098048     	|
configure_optimizers               	|  0.010106       	|1              	|  0.010106       	|  0.0006079      	|
training_step_end                  	|  8.2519e-06     	|1000           	|  0.0082519      	|  0.00049639     	|
on_epoch_end                       	|  1.1836e-05     	|500            	|  0.0059178      	|  0.00035599     	|
on_epoch_start                     	|  1.0928e-05     	|500            	|  0.005464       	|  0.00032868     	|
on_train_start                     	|  0.0031432      	|1              	|  0.0031432      	|  0.00018908     	|
on_fit_end                         	|  6.1566e-05     	|1              	|  6.1566e-05     	|  3.7035e-06     	|
on_fit_start                       	|  5.0016e-05     	|1              	|  5.0016e-05     	|  3.0087e-06     	|
setup                              	|  3.9348e-05     	|1              	|  3.9348e-05     	|  2.367e-06      	|
on_before_accelerator_backend_setup	|  2.8873e-05     	|1              	|  2.8873e-05     	|  1.7368e-06     	|
on_configure_sharded_model         	|  2.6939e-05     	|1              	|  2.6939e-05     	|  1.6205e-06     	|
teardown                           	|  1.9932e-05     	|1              	|  1.9932e-05     	|  1.199e-06      	|
on_pretrain_routine_end            	|  1.4799e-05     	|1              	|  1.4799e-05     	|  8.9021e-07     	|
prepare_data                       	|  1.0578e-05     	|1              	|  1.0578e-05     	|  6.3631e-07     	|
configure_callbacks                	|  8.7805e-06     	|1              	|  8.7805e-06     	|  5.2819e-07     	|
configure_sharded_model            	|  8.7097e-06     	|1              	|  8.7097e-06     	|  5.2393e-07     	|
on_val_dataloader                  	|  8.6334e-06     	|1              	|  8.6334e-06     	|  5.1934e-07     	|
on_train_dataloader                	|  6.1784e-06     	|1              	|  6.1784e-06     	|  3.7166e-07     	|
