add documentation about the intel hardware

app.py

@@ -25,6 +25,12 @@ with demo:
     with gr.Tabs(elem_classes="tabs"):
         for id, config in enumerate(configs):
             with gr.TabItem(config.description, id=id):
+                ####################### HARDWARE DETAILS #######################
+                if config.detail:
+                    gr.Markdown(config.detail, elem_classes="descriptive-text")
+
+
+
                 # ####################### CONTROL PANEL #######################
                 (
                     filter_button,

hardware.yml

@@ -36,6 +36,8 @@
 
 - machine: 32vCPU-C7i
   description: 4th-Gen-Intel-Xeon-385W 🖥️
+  detail: |
+    We tested the [32vCPU AWS C7i](https://aws.amazon.com/ec2/instance-types/c7i/) instance for the benchmark.
   hardware_provider: intel
   hardware_type: cpu
   subsets:

src/hardware.py

@@ -11,6 +11,7 @@ class HardwareConfig:
         self.hardware_type = data["hardware_type"]
         self.subsets = data["subsets"]
         self.backends = data["backends"]
+        self.detail = data.get("detail", None)
 
     def __repr__(self):
         return (

src/panel.py

@@ -16,19 +16,18 @@ def create_control_panel(machine: str, subsets: List[str], hardware_provider: st
     subsets_values = gr.State(value=subsets)
 
 
-    match hardware_provider:
-        case "nvidia":
-            backends = ["pytorch"]
-            attention_implementations = ["Eager", "SDPA", "FAv2"]
-            quantizations = ["Unquantized", "BnB.4bit", "BnB.8bit", "AWQ.4bit", "GPTQ.4bit"]
-            kernels = ["No Kernel", "GPTQ.ExllamaV1", "GPTQ.ExllamaV2", "AWQ.GEMM", "AWQ.GEMV"]
-        case "intel":
-            backends = ["pytorch", "onnxruntime", "openvino"]
-            attention_implementations = ["Eager"]
-            quantizations = ["Unquantized"]
-            kernels = ["No Kernel"]
-        case _:
-            raise ValueError(f"Unknown hardware provider: {hardware_provider}")
+    if hardware_provider == "nvidia":
+        backends = ["pytorch"]
+        attention_implementations = ["Eager", "SDPA", "FAv2"]
+        quantizations = ["Unquantized", "BnB.4bit", "BnB.8bit", "AWQ.4bit", "GPTQ.4bit"]
+        kernels = ["No Kernel", "GPTQ.ExllamaV1", "GPTQ.ExllamaV2", "AWQ.GEMM", "AWQ.GEMV"]
+    elif hardware_provider == "intel":
+        backends = ["pytorch", "onnxruntime", "openvino"]
+        attention_implementations = ["Eager"]
+        quantizations = ["Unquantized"]
+        kernels = ["No Kernel"]
+    else:
+        raise ValueError(f"Unknown hardware provider: {hardware_provider}")
 
 
     with gr.Accordion("Control Panel 🎛️", open=False, elem_id="control-panel"):