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the tensorflow version is correct.
this error also happen when I do the muti-future inference but it seems that this error doesn't stop the code running but the progress of train will not be displayed on the progress bar
024-04-15 12:11:22.419625: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:533] layout failed: Invalid argument: MutableGraphView::SortTopologically error: detected edge(s) creating cycle(s) {'new_train/person_pred/encoder_grid_class_1/while/Switch_4' -> 'new_train/person_pred/encoder_grid_class_1/while/encoder_grid_class_1/enc_grid_1/concat', 'new_train/person_pred/encoder_grid_class_1/while/Switch_4-1-0-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_class_1/while/Select_2', 'new_train/person_pred/encoder_grid_class_1/while/Switch_3' -> 'new_train/person_pred/encoder_grid_class_1/while/encoder_grid_class_1/enc_grid_1/mul', 'new_train/person_pred/encoder_grid_class_1/while/Switch_3-1-1-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_class_1/while/Select_1', 'new_train/person_pred/encoder_grid_class_0/while/Switch_4' -> 'new_train/person_pred/encoder_grid_class_0/while/encoder_grid_class_0/enc_grid_0/concat', 'new_train/person_pred/encoder_grid_class_0/while/Switch_4-1-0-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_class_0/while/Select_2', 'new_train/person_pred/encoder_grid_class_0/while/Switch_3' -> 'new_train/person_pred/encoder_grid_class_0/while/encoder_grid_class_0/enc_grid_0/mul', 'new_train/person_pred/encoder_grid_class_0/while/Switch_3-1-1-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_class_0/while/Select_1', 'gradients/AddN_35-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_35', 'gradients/AddN_28-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_28', 'gradients/AddN_45-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_45', 'gradients/AddN_20-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_20', 'gradients/AddN_33-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_33', 'gradients/AddN_25-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_25', 'gradients/AddN_44-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_44', 'gradients/AddN_18-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_18', 'gradients/AddN_43-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_43', 'gradients/AddN_39-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_39', 'gradients/AddN_51-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_51', 'gradients/AddN_37-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_37', 'gradients/AddN_37-3-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_37', 'gradients/AddN_37-2-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_37', 'gradients/AddN_42-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_42', 'gradients/AddN_38-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_38', 'gradients/AddN_50-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_50', 'gradients/AddN_36-0-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_36', 'gradients/AddN_36-3-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_36', 'gradients/AddN_36-2-TransposeNHWCToNCHW-LayoutOptimizer' -> 'gradients/AddN_36', 'new_train/person_pred/encoder_grid_reg_1/while/NextIteration_4-0-0-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_reg_1/while/Merge_4', 'new_train/person_pred/encoder_grid_reg_1/while/Switch_3' -> 'new_train/person_pred/encoder_grid_reg_1/while/encoder_grid_reg_1/enc_grid_regress_1/mul', 'new_train/person_pred/encoder_grid_reg_1/while/Switch_3-1-1-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_reg_1/while/Select_1', 'new_train/person_pred/encoder_grid_reg_0/while/NextIteration_4-0-0-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_reg_0/while/Merge_4', 'new_train/person_pred/encoder_grid_reg_0/while/Switch_3' -> 'new_train/person_pred/encoder_grid_reg_0/while/encoder_grid_reg_0/enc_grid_regress_0/mul', 'new_train/person_pred/encoder_grid_reg_0/while/Switch_3-1-1-TransposeNCHWToNHWC-LayoutOptimizer' -> 'new_train/person_pred/encoder_grid_reg_0/while/Select_1'}.
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