Clean up global RigL sparsities to be exact #2159
Merged
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Current RigL code uses the param scorer to enforce custom sparsity patterns (Erdos-Renyi, ERK) on the masks. This PR instead passes the ER/ERK sparsity targets directly to the mask creator, to ensure that the mask distribution exactly matches the targets (no rounding errors or other effects).
Tested: did a few runs with these changes and confirmed that the quality matches previous implementation. Updated tests.