Download selected/MNCL_S3DIS/normalization/NORMALIZATION.json from Promexile/scar-weights: direct link, hf CLI and curl.
- Browser
- Download file 12.1 kB
-
https://huggingface.co/Promexile/scar-weights/resolve/main/selected/MNCL_S3DIS/normalization/NORMALIZATION.json
- Command line
-
hf download hf://Promexile/scar-weights/selected/MNCL_S3DIS/normalization/NORMALIZATION.json
-
curl -L -o NORMALIZATION.json https://huggingface.co/Promexile/scar-weights/resolve/main/selected/MNCL_S3DIS/normalization/NORMALIZATION.json
12.1 kB
| { | |
| "package_id": "MNCL-SCAR-HT/S3DISPose-50-25-25/bb0/frozen", | |
| "created": "2026-10-27", | |
| "inference": "(feats - mean) / std per column, then MLP 23->64->32->1 (ReLU, no output activation)", | |
| "pinned_rule": "columns with TRAIN std < 1e-3 pinned to std=1.0", | |
| "heads": [ | |
| { | |
| "method": "MNCL + SCAR(H-T)", | |
| "dataset_version": "S3DISPose-50-25-25", | |
| "backbone_seed": 0, | |
| "head_seed": 0, | |
| "source_path": "<REMOTE_PATH>", | |
| "bytes": 20360, | |
| "mean": [ | |
| 0.6733871102333069, | |
| 0.5, | |
| 0.700832188129425, | |
| 0.5, | |
| 0.5, | |
| 0.28965893387794495, | |
| 0.28965893387794495, | |
| 0.0966712161898613, | |
| 0.5, | |
| -0.033975668251514435, | |
| -0.09475173056125641, | |
| 0.19688375294208527, | |
| 0.110313780605793, | |
| 0.110313780605793, | |
| 0.5, | |
| 0.5, | |
| 0.5, | |
| 0.911905825138092, | |
| 0.667789876461029, | |
| 2.4388744831085205, | |
| 2.4482228755950928, | |
| 0.825424313545227, | |
| 0.831127941608429 | |
| ], | |
| "std": [ | |
| 0.08316431939601898, | |
| 0.30046260356903076, | |
| 0.2531735599040985, | |
| 0.30046260356903076, | |
| 0.30046260356903076, | |
| 0.4536041021347046, | |
| 0.2254636436700821, | |
| 0.21946504712104797, | |
| 0.30046260356903076, | |
| 0.13448306918144226, | |
| 0.13710184395313263, | |
| 0.09083851426839828, | |
| 0.238143190741539, | |
| 0.238143190741539, | |
| 0.30046260356903076, | |
| 0.2982558310031891, | |
| 0.30046260356903076, | |
| 0.6403413414955139, | |
| 0.26149171590805054, | |
| 0.8472647666931152, | |
| 0.8390758037567139, | |
| 0.4645985960960388, | |
| 0.4662382900714874 | |
| ], | |
| "pinned": [ | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false | |
| ], | |
| "feature_names": [ | |
| "cos", | |
| "cos_rank", | |
| "sp", | |
| "p0_rank", | |
| "p2_rank", | |
| "is_tied", | |
| "tied_size", | |
| "sc_center", | |
| "sc_center_rank", | |
| "off_dx", | |
| "off_dy", | |
| "off_norm", | |
| "sc_fine", | |
| "sat_fine", | |
| "sc_fine_rank", | |
| "borda", | |
| "c_rank", | |
| "n_obj", | |
| "n_matched", | |
| "dist_nearest_matched", | |
| "dist_centroid_matched", | |
| "pred_dist_anchor", | |
| "center_dist_anchor" | |
| ], | |
| "config": { | |
| "epochs": 30, | |
| "lr": 0.001, | |
| "wd": 0.0001, | |
| "batch": 512, | |
| "hidden": [ | |
| 64, | |
| 32 | |
| ], | |
| "loss": "listwise_softmax_ce", | |
| "head_seed": 0, | |
| "variant": "ht23", | |
| "drop_cols": [], | |
| "pin_rule": "z=0 for TRAIN std < 1e-3", | |
| "selection": "max VAL cell R@1, tie VAL top1@5m, then earlier epoch" | |
| }, | |
| "state_dict_shapes": { | |
| "net.0.weight": [ | |
| 64, | |
| 23 | |
| ], | |
| "net.0.bias": [ | |
| 64 | |
| ], | |
| "net.2.weight": [ | |
| 32, | |
| 64 | |
| ], | |
| "net.2.bias": [ | |
| 32 | |
| ], | |
| "net.4.weight": [ | |
| 1, | |
| 32 | |
| ], | |
| "net.4.bias": [ | |
| 1 | |
| ] | |
| }, | |
| "selection": { | |
| "rule": "max VAL cell R@1, tie VAL top1@5m, earlier epoch", | |
| "epoch": 14, | |
| "source": "<REMOTE_PATH>", | |
| "best_val": { | |
| "epoch": 14, | |
| "loss": 2.1466880800941954, | |
| "train_top1": 0.518417477607727, | |
| "cell_R1": 0.33639705882352944, | |
| "top1_5m": 0.3235294117647059 | |
| } | |
| }, | |
| "file": "heads/head_seed0_ht23.pt", | |
| "sha256": "30315ee6944e51df7e881277afde67a5aea0d2b88da13f4425814fd95fe1b239" | |
| }, | |
| { | |
| "method": "MNCL + SCAR(H-T)", | |
| "dataset_version": "S3DISPose-50-25-25", | |
| "backbone_seed": 0, | |
| "head_seed": 1, | |
| "source_path": "<REMOTE_PATH>", | |
| "bytes": 20360, | |
| "mean": [ | |
| 0.6733871102333069, | |
| 0.5, | |
| 0.700832188129425, | |
| 0.5, | |
| 0.5, | |
| 0.28965893387794495, | |
| 0.28965893387794495, | |
| 0.0966712161898613, | |
| 0.5, | |
| -0.033975668251514435, | |
| -0.09475173056125641, | |
| 0.19688375294208527, | |
| 0.110313780605793, | |
| 0.110313780605793, | |
| 0.5, | |
| 0.5, | |
| 0.5, | |
| 0.911905825138092, | |
| 0.667789876461029, | |
| 2.4388744831085205, | |
| 2.4482228755950928, | |
| 0.825424313545227, | |
| 0.831127941608429 | |
| ], | |
| "std": [ | |
| 0.08316431939601898, | |
| 0.30046260356903076, | |
| 0.2531735599040985, | |
| 0.30046260356903076, | |
| 0.30046260356903076, | |
| 0.4536041021347046, | |
| 0.2254636436700821, | |
| 0.21946504712104797, | |
| 0.30046260356903076, | |
| 0.13448306918144226, | |
| 0.13710184395313263, | |
| 0.09083851426839828, | |
| 0.238143190741539, | |
| 0.238143190741539, | |
| 0.30046260356903076, | |
| 0.2982558310031891, | |
| 0.30046260356903076, | |
| 0.6403413414955139, | |
| 0.26149171590805054, | |
| 0.8472647666931152, | |
| 0.8390758037567139, | |
| 0.4645985960960388, | |
| 0.4662382900714874 | |
| ], | |
| "pinned": [ | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false | |
| ], | |
| "feature_names": [ | |
| "cos", | |
| "cos_rank", | |
| "sp", | |
| "p0_rank", | |
| "p2_rank", | |
| "is_tied", | |
| "tied_size", | |
| "sc_center", | |
| "sc_center_rank", | |
| "off_dx", | |
| "off_dy", | |
| "off_norm", | |
| "sc_fine", | |
| "sat_fine", | |
| "sc_fine_rank", | |
| "borda", | |
| "c_rank", | |
| "n_obj", | |
| "n_matched", | |
| "dist_nearest_matched", | |
| "dist_centroid_matched", | |
| "pred_dist_anchor", | |
| "center_dist_anchor" | |
| ], | |
| "config": { | |
| "epochs": 30, | |
| "lr": 0.001, | |
| "wd": 0.0001, | |
| "batch": 512, | |
| "hidden": [ | |
| 64, | |
| 32 | |
| ], | |
| "loss": "listwise_softmax_ce", | |
| "head_seed": 1, | |
| "variant": "ht23", | |
| "drop_cols": [], | |
| "pin_rule": "z=0 for TRAIN std < 1e-3", | |
| "selection": "max VAL cell R@1, tie VAL top1@5m, then earlier epoch" | |
| }, | |
| "state_dict_shapes": { | |
| "net.0.weight": [ | |
| 64, | |
| 23 | |
| ], | |
| "net.0.bias": [ | |
| 64 | |
| ], | |
| "net.2.weight": [ | |
| 32, | |
| 64 | |
| ], | |
| "net.2.bias": [ | |
| 32 | |
| ], | |
| "net.4.weight": [ | |
| 1, | |
| 32 | |
| ], | |
| "net.4.bias": [ | |
| 1 | |
| ] | |
| }, | |
| "selection": { | |
| "rule": "max VAL cell R@1, tie VAL top1@5m, earlier epoch", | |
| "epoch": 30, | |
| "source": "<REMOTE_PATH>", | |
| "best_val": { | |
| "epoch": 30, | |
| "loss": 1.3820625994085127, | |
| "train_top1": 0.5320600271224976, | |
| "cell_R1": 0.34191176470588236, | |
| "top1_5m": 0.3235294117647059 | |
| } | |
| }, | |
| "file": "heads/head_seed1_ht23.pt", | |
| "sha256": "a44ddb043d7697e7875aafb93a3c1678f22e31712c3a100957c16257c4168f02" | |
| }, | |
| { | |
| "method": "MNCL + SCAR(H-T)", | |
| "dataset_version": "S3DISPose-50-25-25", | |
| "backbone_seed": 0, | |
| "head_seed": 2, | |
| "source_path": "<REMOTE_PATH>", | |
| "bytes": 20360, | |
| "mean": [ | |
| 0.6733871102333069, | |
| 0.5, | |
| 0.700832188129425, | |
| 0.5, | |
| 0.5, | |
| 0.28965893387794495, | |
| 0.28965893387794495, | |
| 0.0966712161898613, | |
| 0.5, | |
| -0.033975668251514435, | |
| -0.09475173056125641, | |
| 0.19688375294208527, | |
| 0.110313780605793, | |
| 0.110313780605793, | |
| 0.5, | |
| 0.5, | |
| 0.5, | |
| 0.911905825138092, | |
| 0.667789876461029, | |
| 2.4388744831085205, | |
| 2.4482228755950928, | |
| 0.825424313545227, | |
| 0.831127941608429 | |
| ], | |
| "std": [ | |
| 0.08316431939601898, | |
| 0.30046260356903076, | |
| 0.2531735599040985, | |
| 0.30046260356903076, | |
| 0.30046260356903076, | |
| 0.4536041021347046, | |
| 0.2254636436700821, | |
| 0.21946504712104797, | |
| 0.30046260356903076, | |
| 0.13448306918144226, | |
| 0.13710184395313263, | |
| 0.09083851426839828, | |
| 0.238143190741539, | |
| 0.238143190741539, | |
| 0.30046260356903076, | |
| 0.2982558310031891, | |
| 0.30046260356903076, | |
| 0.6403413414955139, | |
| 0.26149171590805054, | |
| 0.8472647666931152, | |
| 0.8390758037567139, | |
| 0.4645985960960388, | |
| 0.4662382900714874 | |
| ], | |
| "pinned": [ | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false, | |
| false | |
| ], | |
| "feature_names": [ | |
| "cos", | |
| "cos_rank", | |
| "sp", | |
| "p0_rank", | |
| "p2_rank", | |
| "is_tied", | |
| "tied_size", | |
| "sc_center", | |
| "sc_center_rank", | |
| "off_dx", | |
| "off_dy", | |
| "off_norm", | |
| "sc_fine", | |
| "sat_fine", | |
| "sc_fine_rank", | |
| "borda", | |
| "c_rank", | |
| "n_obj", | |
| "n_matched", | |
| "dist_nearest_matched", | |
| "dist_centroid_matched", | |
| "pred_dist_anchor", | |
| "center_dist_anchor" | |
| ], | |
| "config": { | |
| "epochs": 30, | |
| "lr": 0.001, | |
| "wd": 0.0001, | |
| "batch": 512, | |
| "hidden": [ | |
| 64, | |
| 32 | |
| ], | |
| "loss": "listwise_softmax_ce", | |
| "head_seed": 2, | |
| "variant": "ht23", | |
| "drop_cols": [], | |
| "pin_rule": "z=0 for TRAIN std < 1e-3", | |
| "selection": "max VAL cell R@1, tie VAL top1@5m, then earlier epoch" | |
| }, | |
| "state_dict_shapes": { | |
| "net.0.weight": [ | |
| 64, | |
| 23 | |
| ], | |
| "net.0.bias": [ | |
| 64 | |
| ], | |
| "net.2.weight": [ | |
| 32, | |
| 64 | |
| ], | |
| "net.2.bias": [ | |
| 32 | |
| ], | |
| "net.4.weight": [ | |
| 1, | |
| 32 | |
| ], | |
| "net.4.bias": [ | |
| 1 | |
| ] | |
| }, | |
| "selection": { | |
| "rule": "max VAL cell R@1, tie VAL top1@5m, earlier epoch", | |
| "epoch": 30, | |
| "source": "<REMOTE_PATH>", | |
| "best_val": { | |
| "epoch": 30, | |
| "loss": 1.3627673104547706, | |
| "train_top1": 0.542974054813385, | |
| "cell_R1": 0.3400735294117647, | |
| "top1_5m": 0.3272058823529412 | |
| } | |
| }, | |
| "file": "heads/head_seed2_ht23.pt", | |
| "sha256": "19222f011aa9e96921993b1d643ac479c18a7df3fee1063c5edef39cce714b6d" | |
| } | |
| ], | |
| "ablation_heads": [ | |
| { | |
| "file": "ablation/ht21_seed0.pt", | |
| "stage": "head", | |
| "head_seed": 0, | |
| "bytes": 19720, | |
| "sha256": "8bb2916a896438fe96521d353b2715d153806cd96d82061eb6ee3076ec9046c1", | |
| "machine": "B", | |
| "source_path": "<REMOTE_PATH>", | |
| "role": "ablation", | |
| "status": "VERIFIED_COPY" | |
| }, | |
| { | |
| "file": "ablation/ht21_seed1.pt", | |
| "stage": "head", | |
| "head_seed": 1, | |
| "bytes": 19720, | |
| "sha256": "2fc303e7e91d98cf61a41310dd808a84ef7d2c97579bf2661355beee9f03b23e", | |
| "machine": "B", | |
| "source_path": "<REMOTE_PATH>", | |
| "role": "ablation", | |
| "status": "VERIFIED_COPY" | |
| }, | |
| { | |
| "file": "ablation/ht21_seed2.pt", | |
| "stage": "head", | |
| "head_seed": 2, | |
| "bytes": 19720, | |
| "sha256": "744ae1836f7df73dace13d77dcf11fb66767ae2e9e33afde6b80e995434d0463", | |
| "machine": "B", | |
| "source_path": "<REMOTE_PATH>", | |
| "role": "ablation", | |
| "status": "VERIFIED_COPY" | |
| } | |
| ] | |
| } | |