FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1318.8         	|  100 %          	|
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run_training_epoch                 	|  2.603          	|500            	|  1301.5         	|  98.687         	|
run_training_batch                 	|  0.37813        	|1000           	|  378.13         	|  28.672         	|
optimizer_step_with_closure_0      	|  0.37415        	|1000           	|  374.15         	|  28.37          	|
training_step_and_backward         	|  0.26874        	|1000           	|  268.74         	|  20.377         	|
get_train_batch                    	|  0.098408       	|1500           	|  147.61         	|  11.193         	|
fetch_next_train_batch             	|  0.098367       	|1500           	|  147.55         	|  11.188         	|
model_forward                      	|  0.138          	|1000           	|  138.0          	|  10.464         	|
training_step                      	|  0.13778        	|1000           	|  137.78         	|  10.447         	|
backward                           	|  0.12908        	|1000           	|  129.08         	|  9.7879         	|
on_train_batch_end                 	|  0.0023682      	|1000           	|  2.3682         	|  0.17957        	|
zero_grad                          	|  0.0016074      	|1000           	|  1.6074         	|  0.12188        	|
training_batch_to_device           	|  0.00061262     	|1000           	|  0.61262        	|  0.046452       	|
on_train_epoch_end                 	|  0.00037199     	|500            	|  0.18599        	|  0.014103       	|
on_train_epoch_start               	|  0.0003507      	|500            	|  0.17535        	|  0.013296       	|
on_train_batch_start               	|  0.00011057     	|1000           	|  0.11057        	|  0.008384       	|
on_train_end                       	|  0.083121       	|1              	|  0.083121       	|  0.0063027      	|
on_batch_start                     	|  4.6504e-05     	|1000           	|  0.046504       	|  0.0035262      	|
on_after_backward                  	|  2.6719e-05     	|1000           	|  0.026719       	|  0.002026       	|
on_before_zero_grad                	|  2.4533e-05     	|1000           	|  0.024533       	|  0.0018602      	|
on_pretrain_routine_start          	|  0.022991       	|1              	|  0.022991       	|  0.0017433      	|
on_batch_end                       	|  1.8531e-05     	|1000           	|  0.018531       	|  0.0014051      	|
on_before_optimizer_step           	|  1.7366e-05     	|1000           	|  0.017366       	|  0.0013167      	|
on_before_backward                 	|  1.7079e-05     	|1000           	|  0.017079       	|  0.001295       	|
configure_optimizers               	|  0.0091645      	|1              	|  0.0091645      	|  0.0006949      	|
training_step_end                  	|  8.4889e-06     	|1000           	|  0.0084889      	|  0.00064367     	|
on_epoch_end                       	|  1.257e-05      	|500            	|  0.0062849      	|  0.00047655     	|
on_epoch_start                     	|  1.0998e-05     	|500            	|  0.005499       	|  0.00041696     	|
on_train_start                     	|  0.0023887      	|1              	|  0.0023887      	|  0.00018113     	|
on_fit_end                         	|  6.0305e-05     	|1              	|  6.0305e-05     	|  4.5726e-06     	|
on_before_accelerator_backend_setup	|  2.679e-05      	|1              	|  2.679e-05      	|  2.0314e-06     	|
on_fit_start                       	|  2.3084e-05     	|1              	|  2.3084e-05     	|  1.7503e-06     	|
setup                              	|  2.2158e-05     	|1              	|  2.2158e-05     	|  1.6801e-06     	|
on_configure_sharded_model         	|  2.0823e-05     	|1              	|  2.0823e-05     	|  1.5789e-06     	|
teardown                           	|  1.5363e-05     	|1              	|  1.5363e-05     	|  1.1649e-06     	|
on_pretrain_routine_end            	|  1.5043e-05     	|1              	|  1.5043e-05     	|  1.1406e-06     	|
configure_callbacks                	|  8.2832e-06     	|1              	|  8.2832e-06     	|  6.2807e-07     	|
prepare_data                       	|  7.5754e-06     	|1              	|  7.5754e-06     	|  5.7441e-07     	|
on_train_dataloader                	|  6.6049e-06     	|1              	|  6.6049e-06     	|  5.0082e-07     	|
configure_sharded_model            	|  6.1691e-06     	|1              	|  6.1691e-06     	|  4.6777e-07     	|
on_val_dataloader                  	|  6.1151e-06     	|1              	|  6.1151e-06     	|  4.6368e-07     	|
