scorevision: push artifact

chute_config.yml

@@ -2,24 +2,22 @@ Image:
   from_base: parachutes/python:3.12
   run_command:
     - pip install --upgrade setuptools wheel
-    - pip install 'numpy>=1.23' 'onnxruntime-gpu[cuda,cudnn]>=1.16' 'opencv-python>=4.7' 'pillow>=9.5' 'huggingface_hub>=0.19.4' 'pydantic>=2.0' 'pyyaml>=6.0' 'aiohttp>=3.9'
-    - pip install torch torchvision
+    # Versions must match the training env (ultralytics 8.4.x / torch 2.x):
+    # a model saved by 8.4 will not reliably load under the template's old 8.2.40 pin.
+    - pip install huggingface_hub ultralytics==8.4.112 torch opencv-python-headless
+  set_workdir: /app
 
 NodeSelector:
   gpu_count: 1
   min_vram_gb_per_gpu: 16
-  max_hourly_price_per_gpu: 0.5
-
   exclude:
-    - "5090"
     - b200
     - h200
-    - a100
+    - h20
     - mi300x
 
 Chute:
-  timeout_seconds: 900
+  shutdown_after_seconds: 300
   concurrency: 4
-  max_instances: 1
+  max_instances: 5
   scaling_threshold: 0.5
-  shutdown_after_seconds: 300