diff --git a/core/iwasm/libraries/wasi-nn/src/wasi_nn_tensorflowlite.cpp b/core/iwasm/libraries/wasi-nn/src/wasi_nn_tensorflowlite.cpp
index 09e12f0d2..9c458179a 100644
--- a/core/iwasm/libraries/wasi-nn/src/wasi_nn_tensorflowlite.cpp
+++ b/core/iwasm/libraries/wasi-nn/src/wasi_nn_tensorflowlite.cpp
@@ -281,6 +281,11 @@ set_input(void *tflite_ctx, graph_execution_context ctx, uint32_t index,
 {
     TFLiteContext *tfl_ctx = (TFLiteContext *)tflite_ctx;
 
+    if (input_tensor->type != fp32) {
+        NN_ERR_PRINTF("unsupported input tensor type %u", input_tensor->type);
+        return runtime_error;
+    }
+
     wasi_nn_error res;
     if (success != (res = is_valid_graph_execution_context(tfl_ctx, ctx)))
         return res;