I am using tensorflow Graph Transform Tool to quantize the graph using
input_names = ["prefix/input"] output_names = ["final_result"] transforms1 = ["strip_unused_nodes","fold_constants(ignore_errors=true)", "fold_batch_norms", "fold_old_batch_norms","quantize_weights" ] transformed_graph_def = TransformGraph(graph.as_graph_def(), input_names,output_names, transforms1)
I use the option quantize_weights
to quantize the weights in graph, I know that certain nodes can remain unquantized by changing threshold minimum_size
in quantize_weights
, so leaving some nodes unquantized is certainly possible.
I want to quantize the weights of all nodes except a particular node with name K or a set of nodes that have name in K(set). How can this be achieved ?
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