add intel results to leaderboard

.gitignore

@@ -4,5 +4,7 @@ __pycache__/
 *ipynb
 .vscode/
 
+work-in-progress/
+
 dataset/
 .venv

hardware.yml

@@ -0,0 +1,42 @@
+- machine: 1xA10
+  description: A10-24GB-150W 🖥️
+  hardware_type: cuda
+  subsets:
+    - unquantized
+    - awq
+    - bnb
+    - gptq
+  backends:
+    - pytorch
+
+- machine: 1xA100
+  description: A100-80GB-275W 🖥️
+  hardware_type: cuda
+  subsets:
+    - unquantized
+    - awq
+    - bnb
+    - gptq
+  backends:
+    - pytorch
+
+- machine: 1xT4
+  description: T4-16GB-70W 🖥️
+  hardware_type: cuda
+  subsets:
+    - unquantized
+    - awq
+    - bnb
+    - gptq
+  backends:
+    - pytorch
+
+- machine: c7i
+  description: 4th-Gen-Intel-Xeon-385W 🖥️
+  hardware_type: intel
+  subsets:
+    - unquantized
+  backends:
+    - pytorch
+    - onnxruntime
+    - openvino

src/hardware.py

@@ -0,0 +1,24 @@
+from typing import Any, Dict, List
+
+import yaml
+
+
+class HardwareConfig:
+    def __init__(self, data: Dict[str, Any]):
+        self.machine = data["machine"]
+        self.description = data["description"]
+        self.hardware_type = data["hardware_type"]
+        self.subsets = data["subsets"]
+        self.backends = data["backends"]
+
+    def __repr__(self):
+        return (
+            f"HardwareConfig(machine='{self.machine}', description='{self.description}', "
+            f"hardware_type={self.hardware_type}, subsets={self.subsets}, backends={self.backends})"
+        )
+
+
+def load_hardware_configs(file_path: str) -> List[HardwareConfig]:
+    with open(file_path, "r") as file:
+        data = yaml.safe_load(file)
+    return [HardwareConfig(config) for config in data]