FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  445.28         	|  100 %          	|
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run_training_epoch                 	|  6.8057         	|63             	|  428.76         	|  96.29          	|
run_training_batch                 	|  0.29241        	|1000           	|  292.41         	|  65.668         	|
optimizer_step_with_closure_0      	|  0.28923        	|1000           	|  289.23         	|  64.955         	|
training_step_and_backward         	|  0.22378        	|1000           	|  223.78         	|  50.256         	|
backward                           	|  0.11122        	|1000           	|  111.22         	|  24.978         	|
model_forward                      	|  0.11091        	|1000           	|  110.91         	|  24.909         	|
training_step                      	|  0.11072        	|1000           	|  110.72         	|  24.866         	|
get_train_batch                    	|  0.029412       	|1063           	|  31.265         	|  7.0214         	|
fetch_next_train_batch             	|  0.029388       	|1063           	|  31.24          	|  7.0157         	|
on_train_batch_end                 	|  0.0021064      	|1000           	|  2.1064         	|  0.47305        	|
zero_grad                          	|  0.0016097      	|1000           	|  1.6097         	|  0.36151        	|
training_batch_to_device           	|  0.00024685     	|1000           	|  0.24685        	|  0.055437       	|
on_train_batch_start               	|  0.0001008      	|1000           	|  0.1008         	|  0.022637       	|
on_train_end                       	|  0.087404       	|1              	|  0.087404       	|  0.019629       	|
on_after_backward                  	|  2.5174e-05     	|1000           	|  0.025174       	|  0.0056535      	|
on_pretrain_routine_start          	|  0.022385       	|1              	|  0.022385       	|  0.0050271      	|
on_batch_start                     	|  2.1828e-05     	|1000           	|  0.021828       	|  0.0049022      	|
on_train_epoch_end                 	|  0.00034009     	|63             	|  0.021425       	|  0.0048117      	|
on_train_epoch_start               	|  0.0003276      	|63             	|  0.020639       	|  0.004635       	|
on_before_zero_grad                	|  1.7591e-05     	|1000           	|  0.017591       	|  0.0039506      	|
on_before_backward                 	|  1.5947e-05     	|1000           	|  0.015947       	|  0.0035813      	|
on_batch_end                       	|  1.5564e-05     	|1000           	|  0.015564       	|  0.0034953      	|
configure_optimizers               	|  0.015187       	|1              	|  0.015187       	|  0.0034107      	|
on_before_optimizer_step           	|  1.3075e-05     	|1000           	|  0.013075       	|  0.0029363      	|
training_step_end                  	|  7.2712e-06     	|1000           	|  0.0072712      	|  0.0016329      	|
on_epoch_end                       	|  1.2431e-05     	|63             	|  0.00078315     	|  0.00017588     	|
on_train_start                     	|  0.00073919     	|1              	|  0.00073919     	|  0.00016601     	|
on_epoch_start                     	|  1.1223e-05     	|63             	|  0.00070703     	|  0.00015878     	|
on_fit_end                         	|  9.6478e-05     	|1              	|  9.6478e-05     	|  2.1667e-05     	|
on_before_accelerator_backend_setup	|  2.7614e-05     	|1              	|  2.7614e-05     	|  6.2014e-06     	|
on_configure_sharded_model         	|  2.609e-05      	|1              	|  2.609e-05      	|  5.8592e-06     	|
on_fit_start                       	|  2.5166e-05     	|1              	|  2.5166e-05     	|  5.6518e-06     	|
setup                              	|  2.4756e-05     	|1              	|  2.4756e-05     	|  5.5597e-06     	|
teardown                           	|  1.6408e-05     	|1              	|  1.6408e-05     	|  3.6849e-06     	|
on_pretrain_routine_end            	|  1.4968e-05     	|1              	|  1.4968e-05     	|  3.3615e-06     	|
prepare_data                       	|  1.1932e-05     	|1              	|  1.1932e-05     	|  2.6797e-06     	|
configure_sharded_model            	|  7.9796e-06     	|1              	|  7.9796e-06     	|  1.792e-06      	|
on_val_dataloader                  	|  7.4934e-06     	|1              	|  7.4934e-06     	|  1.6829e-06     	|
configure_callbacks                	|  7.1563e-06     	|1              	|  7.1563e-06     	|  1.6071e-06     	|
on_train_dataloader                	|  6.6981e-06     	|1              	|  6.6981e-06     	|  1.5042e-06     	|
