Update app.py

app.py

@@ -223,10 +223,11 @@ footer, .gradio-footer, .svelte-1ipelgc, .gradio-logo, .gradio-app__settings {
 with gr.Blocks(css=custom_css) as demo:
     gr.Markdown("<h1 style='font-size:2.5em; color:#007dc3; margin-bottom:0;'>SR100 Model Compiler</h1>", elem_id="main_title")
     gr.Markdown("<h3 style='margin-top:0; color:#000;'>Bring a TFlite INT8 model and compile it for Synaptics Astra SR100. Learn more at <a href='https://developer.synaptics.com/docs/sr/sr100/quick-start?utm_source=hf' target='_blank' style='color:#007dc3; text-decoration:underline;'>Synaptics AI Developer Zone</a></h3>", elem_id="subtitle")
+    gr.Markdown("<p style='margin-top:0; color:#000; font-style:italic;'>Please note: VMEM is fast memory, LPMEM is slow memory. Always make sure the Arena cache size is less than the VMEM for the model to fit correctly.</p>", elem_id="memory_note")
 
     with gr.Row():
-        vmem_slider = gr.Slider(minimum=0, maximum=1536, step=1.024, label="Set total VMEM SRAM size available in kB", value=1536.0)
-        lpmem_slider = gr.Slider(minimum=0, maximum=1536, step=1.024, label="Set total LPMEM SRAM size in kB", value=1536.0)
+        vmem_slider = gr.Slider(minimum=1, maximum=1536, step=1.024, label="Set total VMEM SRAM size available in kB", value=1536.0)
+        lpmem_slider = gr.Slider(minimum=1, maximum=1536, step=1.024, label="Set total LPMEM SRAM size in kB", value=1536.0)
     
     model_dropdown = gr.Dropdown(
         label="Select a model",
@@ -235,7 +236,7 @@ with gr.Blocks(css=custom_css) as demo:
     )
     
     # Add file upload component
-    model_upload = gr.File(label="Or upload a .tflite INT8 model", file_types=[".tflite"], file_count="single")
+    model_upload = gr.File(label="Or upload a .tflite INT8 model. Please note, Uploaded models are stored in a temporary directory and will be deleted automatically after processing.", file_types=[".tflite"], file_count="single")
     
     # Run the compile
     compile_btn = gr.Button("Compile Model")
@@ -245,13 +246,12 @@ with gr.Blocks(css=custom_css) as demo:
     compile_btn.click(compile_model, inputs=[model_dropdown, vmem_slider, lpmem_slider, model_upload], outputs=[compile_text])
     
     gr.HTML("""
-    <div style="max-width: 800px; margin: 2rem auto; background: white; color: black; border-radius: 12px; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06); border: 1px solid #e5e7eb; padding: 1.5rem; text-align: center;">
+    <div style="max-width: 900px; margin: 2rem auto; background: white; color: black; border-radius: 12px; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06); border: 1px solid #e5e7eb; padding: 1.5rem; text-align: center;">
         For a detailed walkthrough, please see our
-        <a href="http://localhost:3000/sr/evaluate-sr" target="_blank" style="color: #1a0dab;">Evaluate Model Guide</a>.<br>
-        To get started quickly, visit our
-        <a href="http://localhost:3000/sr/quick-start" target="_blank" style="color: #1a0dab;">SR Quick Start page</a>.
+        <a href="https://developer.synaptics.com/docs/sr/sr100/evaluate-sr?utm_source=hf" target="_blank" style="color: #1a0dab;">Evaluate Model Guide</a>.<br>
+        This Space uses a simulation toolchain to estimate model performance providing results that closely reflect real hardware behavior.
     </div>
     """)
 
 if __name__ == "__main__":
-    demo.launch()
+    demo.launch()