diff --git a/models/face_gallery.db b/models/face_gallery.db
index cd89af7..e1ffd02 100644
Binary files a/models/face_gallery.db and b/models/face_gallery.db differ
diff --git a/plugins/ai_face_recog/ai_face_recog_node.cpp b/plugins/ai_face_recog/ai_face_recog_node.cpp
index 6b6a097..a12545e 100644
--- a/plugins/ai_face_recog/ai_face_recog_node.cpp
+++ b/plugins/ai_face_recog/ai_face_recog_node.cpp
@@ -897,9 +897,7 @@ private:
                 in.type = RKNN_TENSOR_UINT8;
             }
 
-            std::cerr << "[ai_face_recog] DEBUG: before InferBorrowed, in.size=" << in.size << " in.type=" << in.type << "\n";
             auto r = AiScheduler::Instance().InferBorrowed(model_handle_, in);
-            std::cerr << "[ai_face_recog] DEBUG: after InferBorrowed, success=" << r.success << "\n";
             if (!r.success || r.outputs.empty()) {
                 std::cerr << "[ai_face_recog] inference failed: " << (r.error.empty() ? "unknown" : r.error) << "\n";
                 continue;
diff --git a/src/ai_scheduler.cpp b/src/ai_scheduler.cpp
index 300e01f..bdf0646 100644
--- a/src/ai_scheduler.cpp
+++ b/src/ai_scheduler.cpp
@@ -401,17 +401,6 @@ AiScheduler::BorrowedInferResult AiScheduler::InferBorrowed(ModelHandle handle,
         return result;
     }
 
-    // DEBUG: 检查输出大小是否超出预分配 buffer
-    for (uint32_t i = 0; i < ctx->n_output; ++i) {
-        size_t prealloc_sz = ctx->output_buffers[i].size();
-        size_t actual_sz = outputs[i].size;
-        std::cerr << "[AiScheduler] output[" << i << "] prealloc=" << prealloc_sz
-                  << " actual=" << actual_sz << " type=" << ctx->output_attrs[i].type << "\n";
-        if (actual_sz > prealloc_sz && prealloc_sz > 0) {
-            std::cerr << "[AiScheduler] ERROR: output size exceeds preallocated buffer!\n";
-        }
-    }
-
     result.outputs.resize(ctx->n_output);
     for (uint32_t i = 0; i < ctx->n_output; ++i) {
         auto& out = result.outputs[i];