+ "ݳj  ^RItRtRtRtR#)NcVP4pW!,p.p\V4F@pWQ,pWa,pWVp\P!VRR7p VP V 4KB V#)as For each group, compute a permutation that orders the indices in descending order based on the corresponding diagonal values of H. Args: diag_H (Tensor): 1D tensor representing the diagonal of the Hessian. groupsize (int): Number of columns/weights per group. Returns: local_perms (list of Tensors): Each element is a permutation (indices) for that group. T descending)numelrangetorchargsortappend) diag_H groupsizen num_groups local_permsgstartendsub_diag local_perms && _/home/luca/screen-checking/.venv/lib/python3.14/site-packages/gptqmodel/quantization/gar_ref.pycompute_local_perms_originalrsi  AJK :  $]]8= :&  cNVP4pW!,p.p\V4FBpWQ,pWa,pVPWVP4P 44KD \ P !W@PR7p\ P!VRR7pV#)a Compute a permutation for the groups themselves. Here we choose the maximum diagonal value within each group as the group metric and sort the groups in descending order. Args: diag_H (Tensor): 1D tensor representing the diagonal of the Hessian. groupsize (int): Number of columns/weights per group. Returns: global_perm (Tensor): 1D tensor of length num_groups with the new order of groups. )deviceTr) rrr maxitemrtensorrr ) r r r r group_metricrrr global_perms && rcompute_global_perm_originalr+s  AJL :  F-11388:; << ]]CL-- >K rc6\V4p.p\V4FXpW,P4pWb,pW,pVF)p VPV P4V,4K+ KZ \P !V\P R7#)a[ Compose the final overall permutation from the local and global permutations. Args: local_perms (list of Tensors): Local permutation for each group. global_perm (Tensor): Global group permutation. groupsize (int): Number of indices per group. Returns: final_perm (Tensor): 1D tensor that maps original indices to new positions. )dtype)lenrrr rrlong) rrr r final_perm new_group orig_groupoffsetridxs &&& rcompose_final_perm_originalr)Ds}[!JJ:&  +002 ' , C   chhj61 2 ' << %** 55r)rrrr)rrr+s 226r