Add application file

app.py

@@ -1,40 +1,26 @@
-# ----------- Triton Model Code Starts Below -------------
-
-import json
-import triton_python_backend_utils as pb_utils
 import numpy as np
-
-class TritonPythonModel:
-    def initialize(self, args):
-        self.model_config = model_config = json.loads(args["model_config"])
-
-        output0_config = pb_utils.get_output_config_by_name(model_config, "OUTPUT0")
-        output1_config = pb_utils.get_output_config_by_name(model_config, "OUTPUT1")
-
-        self.output0_dtype = pb_utils.triton_string_to_numpy(output0_config["data_type"])
-        self.output1_dtype = pb_utils.triton_string_to_numpy(output1_config["data_type"])
-
-    def execute(self, requests):
-        output0_dtype = self.output0_dtype
-        output1_dtype = self.output1_dtype
-        responses = []
-
-        for request in requests:
-            in_0 = pb_utils.get_input_tensor_by_name(request, "INPUT0")
-            in_1 = pb_utils.get_input_tensor_by_name(request, "INPUT1")
-
-            out_0 = in_0.as_numpy() + in_1.as_numpy()
-            out_1 = in_0.as_numpy() - in_1.as_numpy()
-
-            out_tensor_0 = pb_utils.Tensor("OUTPUT0", out_0.astype(output0_dtype))
-            out_tensor_1 = pb_utils.Tensor("OUTPUT1", out_1.astype(output1_dtype))
-
-            inference_response = pb_utils.InferenceResponse(
-                output_tensors=[out_tensor_0, out_tensor_1]
-            )
-            responses.append(inference_response)
-
-        return responses
-
-    def finalize(self):
-        print("Cleaning up...")
+import gradio as gr
+
+def add_and_subtract(input0, input1):
+    input0 = np.array(input0)
+    input1 = np.array(input1)
+
+    out0 = input0 + input1
+    out1 = input0 - input1
+    return out0.tolist(), out1.tolist()
+
+iface = gr.Interface(
+    fn=add_and_subtract,
+    inputs=[
+        gr.Textbox(label="Input 0 (comma-separated numbers)"),
+        gr.Textbox(label="Input 1 (comma-separated numbers)")
+    ],
+    outputs=[
+        gr.Textbox(label="Output 0 (Sum)"),
+        gr.Textbox(label="Output 1 (Difference)")
+    ],
+    title="Add and Subtract Arrays"
+)
+
+if __name__ == "__main__":
+    iface.launch()

requirements.txt

@@ -0,0 +1,2 @@
+gradio
+numpy