test: probe_base_moe_forward.sh — cat base qwen3_5.py的完整MoE forward + 所有corex_moe_*.so签名

probe_base_moe_forward.sh

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+#!/bin/bash
+set -e
+
+BASE="/usr/local/corex/lib/python3/dist-packages/vllm/model_executor/models/qwen3_5.py"
+
+echo "=== base qwen3_5.py line count ==="
+wc -l "$BASE"
+
+echo ""
+echo "=== _pure_pytorch_experts 完整函数 ==="
+sed -n '/def _pure_pytorch_experts/,/^    def [a-z]/p' "$BASE" | head -200
+
+echo ""
+echo "=== forward 中调用 _pure_pytorch_experts 的上下文 ==="
+grep -n -B5 -A5 "_pure_pytorch_experts\|corex_moe_direct\|corex_moe_weight\|corex_moe_exact\|corex_moe_topk" "$BASE" | head -100
+
+echo ""
+echo "=== corex_moe_direct_routed.w13 签名 ==="
+python3 -c "
+from vllm import corex_moe_direct_routed as m
+import inspect
+for name in dir(m):
+    if not name.startswith('_'):
+        obj = getattr(m, name)
+        try:
+            sig = inspect.signature(obj)
+            print(f'{name}{sig}')
+        except:
+            print(f'{name}: {type(obj)}')
+" 2>&1
+
+echo ""
+echo "=== corex_moe_topk_softmax.moe_topk_softmax 签名 ==="
+python3 -c "
+from vllm import corex_moe_topk_softmax as m
+import inspect
+for name in dir(m):
+    if not name.startswith('_'):
+        obj = getattr(m, name)
+        try:
+            sig = inspect.signature(obj)
+            print(f'{name}{sig}')
+        except:
+            print(f'{name}: {type(obj)}')
+" 2>&1
+
+echo ""
+echo "=== corex_moe_exact_reduce 签名 ==="
+python3 -c "
+from vllm import corex_moe_exact_reduce as m
+import inspect
+for name in dir(m):
+    if not name.startswith('_'):
+        obj = getattr(m, name)
+        try:
+            sig = inspect.signature(obj)
+            print(f'{name}{sig}')
+        except:
+            print(f'{name}: {type(obj)}')
+" 2>&1
+
+echo ""
+echo "=== corex_moe_weight_gather 签名 ==="
+python3 -c "
+from vllm import corex_moe_weight_gather as m
+import inspect
+for name in dir(m):
+    if not name.startswith('_'):
+        obj = getattr(m, name)
+        try:
+            sig = inspect.signature(obj)
+            print(f'{name}{sig}')
+        except:
+            print(f'{name}: {type(obj)}')
+" 2>&1
+
+echo ""
+echo "=== corex_moe_index_combine 签名 ==="
+python3 -c "
+from vllm import corex_moe_index_combine as m
+import inspect
+for name in dir(m):
+    if not name.startswith('_'):
+        obj = getattr(m, name)
+        try:
+            sig = inspect.signature(obj)
+            print(f'{name}{sig}')
+        except:
+            print(f'{name}: {type(obj)}')
+" 2>&1

push_probe_results.sh

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+#!/bin/bash
+# 在真机上执行：把probe结果和.so文件commit到repo
+set -e
+
+cd /home/dylan/0814/project_6
+
+# 1. 先跑第二个probe（如果还没跑的话）
+if [ ! -f probe_bridge_output.txt ]; then
+    echo "[1/4] Running probe_ix_unified_bridge.sh..."
+    bash probe_ix_unified_bridge.sh 2>&1 | tee probe_bridge_output.txt
+else
+    echo "[1/4] probe_bridge_output.txt already exists"
+fi
+
+# 2. commit probe结果（不commit .so文件，太大了）
+echo "[2/4] Committing probe results..."
+git add probe_bridge_output.txt
+git add -f probe_output.txt 2>/dev/null || true
+git commit -m "data: probe results — ixformer API + ix_unified_bridge + corex_*.so函数列表" || echo "nothing to commit"
+
+# 3. push到modelhub
+echo "[3/4] Pushing to modelhub..."
+git push origin main
+
+# 4. 提示中转机操作
+echo ""
+echo "[4/4] 现在去中转机执行:"
+echo "  cd /home/dylan/Downloads/github_0804/project_6"
+echo "  git pull modelhub main"
+echo "  git push origin main"