Upload folder using huggingface_hub

README.md

@@ -1,3 +1,14 @@
----
-license: mit
----
+---
+license: mit
+tags:
+- deformable-object
+- physics-simulation
+- material-parameter-estimation
+- 3d-gaussian-splatting
+---
+
+# DeformFieldBench Checkpoints
+
+This repository stores the checkpoints used by the DeformFieldBench open-source code release.
+
+Files are under `pretrained/`. File names, sizes, and source mapping are recorded in `models.yaml` and `manifest.json`.

manifest.json

@@ -0,0 +1,53 @@
+{
+  "repo_id": "HandsomeHusky/DeformFieldBench",
+  "files": [
+    {
+      "key": "logic_baseline",
+      "path": "pretrained/logic_baseline_epoch_0320.pt",
+      "source": "/mnt/afs/lixiaoou/intern/linrui/Phys/logic_model/output/output_413_5000_new/checkpoints/epoch_0320.pt",
+      "bytes": 5398088929,
+      "link_type": "hardlink",
+      "description": "Main logic_model checkpoint for final_logic_413_5000_new.json."
+    },
+    {
+      "key": "supervised_baseline",
+      "path": "pretrained/supervised_baseline_last.pt",
+      "source": "/mnt/afs/lixiaoou/intern/linrui/Phys/output_checkpoints/my_model_dataset_5000_param_only/last.pt",
+      "bytes": 15207016873,
+      "link_type": "hardlink",
+      "description": "Supervised my_model baseline checkpoint for train_dataset_5000_param_only.json."
+    },
+    {
+      "key": "logic_abl_no_boundary",
+      "path": "pretrained/logic_abl_no_boundary.pt",
+      "source": "/mnt/afs/lixiaoou/intern/linrui/Phys/eval_abalation/outputs/train_runs/logic_abl_no_boundary/checkpoints/epoch_0320.pt",
+      "bytes": 5398088993,
+      "link_type": "hardlink",
+      "description": "Logic ablation checkpoint: no boundary features."
+    },
+    {
+      "key": "logic_abl_no_field_aux",
+      "path": "pretrained/logic_abl_no_field_aux.pt",
+      "source": "/mnt/afs/lixiaoou/intern/linrui/Phys/eval_abalation/outputs/train_runs/logic_abl_no_field_aux/checkpoints/epoch_0320.pt",
+      "bytes": 5398088929,
+      "link_type": "hardlink",
+      "description": "Logic ablation checkpoint: no auxiliary field supervision."
+    },
+    {
+      "key": "logic_abl_no_multistage",
+      "path": "pretrained/logic_abl_no_multistage.pt",
+      "source": "/mnt/afs/lixiaoou/intern/linrui/Phys/eval_abalation/outputs/train_runs/logic_abl_no_multistage/checkpoints/epoch_0320.pt",
+      "bytes": 5398088929,
+      "link_type": "hardlink",
+      "description": "Logic ablation checkpoint: no multistage training."
+    },
+    {
+      "key": "logic_plus_phys_01",
+      "path": "pretrained/logic_plus_phys_01.pt",
+      "source": "/mnt/afs/lixiaoou/intern/linrui/Phys/eval_abalation/outputs/train_runs/logic_plus_phys_01/checkpoints/epoch_0320.pt",
+      "bytes": 5398088929,
+      "link_type": "hardlink",
+      "description": "Logic variant checkpoint: logic plus physical prior setting 0.1."
+    }
+  ]
+}

models.yaml

@@ -0,0 +1,31 @@
+models:
+  logic_baseline:
+    file: pretrained/logic_baseline_epoch_0320.pt
+    url: https://huggingface.co/HandsomeHusky/DeformFieldBench/resolve/main/pretrained/logic_baseline_epoch_0320.pt
+    size_bytes: 5398088929
+    description: Main logic_model checkpoint for final_logic_413_5000_new.json.
+  supervised_baseline:
+    file: pretrained/supervised_baseline_last.pt
+    url: https://huggingface.co/HandsomeHusky/DeformFieldBench/resolve/main/pretrained/supervised_baseline_last.pt
+    size_bytes: 15207016873
+    description: Supervised my_model baseline checkpoint for train_dataset_5000_param_only.json.
+  logic_abl_no_boundary:
+    file: pretrained/logic_abl_no_boundary.pt
+    url: https://huggingface.co/HandsomeHusky/DeformFieldBench/resolve/main/pretrained/logic_abl_no_boundary.pt
+    size_bytes: 5398088993
+    description: Logic ablation checkpoint: no boundary features.
+  logic_abl_no_field_aux:
+    file: pretrained/logic_abl_no_field_aux.pt
+    url: https://huggingface.co/HandsomeHusky/DeformFieldBench/resolve/main/pretrained/logic_abl_no_field_aux.pt
+    size_bytes: 5398088929
+    description: Logic ablation checkpoint: no auxiliary field supervision.
+  logic_abl_no_multistage:
+    file: pretrained/logic_abl_no_multistage.pt
+    url: https://huggingface.co/HandsomeHusky/DeformFieldBench/resolve/main/pretrained/logic_abl_no_multistage.pt
+    size_bytes: 5398088929
+    description: Logic ablation checkpoint: no multistage training.
+  logic_plus_phys_01:
+    file: pretrained/logic_plus_phys_01.pt
+    url: https://huggingface.co/HandsomeHusky/DeformFieldBench/resolve/main/pretrained/logic_plus_phys_01.pt
+    size_bytes: 5398088929
+    description: Logic variant checkpoint: logic plus physical prior setting 0.1.

pretrained/logic_abl_no_boundary.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79c5b004d49912f4a1b5a2b3f187af444d8f908c57f2596209aed7905bc93ecb
+size 5398088993

pretrained/logic_abl_no_field_aux.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed4a88eceb17445588a1ec24acdc60970c39b0eab769f06affadded3d3e009d1
+size 5398088929

pretrained/logic_abl_no_multistage.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a78dbe037810567d06a635db605d0a3337c48fd8af3efc42b4dbe19468d5c8d5
+size 5398088929

pretrained/logic_baseline_epoch_0320.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9aa1e215c761007aaa3047e19a2fb3e36ba8f86cf263d6d2678054da289ce917
+size 5398088929

pretrained/logic_plus_phys_01.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bb29ae1e1d388a07750ec469a9ead8be805543b47e4184a347cc03455cea5d0
+size 5398088929

pretrained/supervised_baseline_last.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cae8b61e41ed9780e8797607f02418bd08ad8ba50eb3c2c4f2356c23c3733de6
+size 15207016873

upload_to_hf.py

@@ -0,0 +1,53 @@
+import os
+import time
+from pathlib import Path
+
+from huggingface_hub import login, upload_folder, whoami
+from huggingface_hub.utils import logging
+
+logging.set_verbosity_info()
+
+repo_id = "HandsomeHusky/DeformFieldBench"
+root = Path(".").resolve()
+files = [p for p in root.rglob("*") if p.is_file() and ".git" not in p.parts]
+total_gb = sum(p.stat().st_size for p in files) / 1024**3
+
+print(f"[hf-upload] folder: {root}", flush=True)
+print(f"[hf-upload] repo: {repo_id}", flush=True)
+print(f"[hf-upload] files: {len(files)}, total: {total_gb:.2f} GB", flush=True)
+
+token = os.environ.get("HF_TOKEN")
+if token:
+    print("[hf-upload] HF_TOKEN detected. Using token without writing credentials.", flush=True)
+else:
+    print("[hf-upload] HF_TOKEN not set. Starting interactive Hugging Face login.", flush=True)
+    print("[hf-upload] If this appears stuck, press Ctrl+C and run: export HF_TOKEN=hf_xxx", flush=True)
+    login()
+
+last_error = None
+for attempt in range(1, 4):
+    try:
+        user = whoami(token=token) if token else whoami()
+        print(f"[hf-upload] logged in as: {user.get('name', '<unknown>')}", flush=True)
+        break
+    except Exception as exc:
+        last_error = exc
+        print(f"[hf-upload] whoami failed on attempt {attempt}/3: {exc!r}", flush=True)
+        if attempt < 3:
+            time.sleep(5 * attempt)
+else:
+    raise SystemExit(
+        "[hf-upload] Hugging Face connection failed before upload. "
+        "Check network/proxy settings. If you need a proxy, run "
+        "HF_PROXY=http://host:port bash upload_to_hf.sh"
+    ) from last_error
+
+print("[hf-upload] starting upload_folder...", flush=True)
+
+upload_folder(
+    folder_path='.',
+    repo_id=repo_id,
+    repo_type='model',
+    token=token,
+)
+print("[hf-upload] upload finished.", flush=True)

upload_to_hf.sh

@@ -0,0 +1,15 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+# Optional proxy. Set HF_PROXY=http://host:port when the machine cannot access
+# Hugging Face directly. Do not force a localhost proxy by default: a dead or
+# incompatible proxy commonly causes SSL UNEXPECTED_EOF_WHILE_READING.
+if [ -n "${HF_PROXY:-}" ]; then
+  export HTTP_PROXY="$HF_PROXY"
+  export HTTPS_PROXY="$HF_PROXY"
+  export http_proxy="$HF_PROXY"
+  export https_proxy="$HF_PROXY"
+fi
+
+cd "$(dirname "$0")"
+python -u upload_to_hf.py