Remove commented audit code sections

Author: CartwheelX

experiments/entanglerFactory.py

@@ -35,39 +35,3 @@ def make_entangler(kind: str, n_wires: int, trainable: bool=False, wire_reverse:
     #     }
 
     return EntanglementLayer(op=op_cls, n_wires=n_wires, kind=kind, has_params=op_has_params, trainable=trainable, wire_reverse=wire_reverse)
-    # # Prefer the dedicated entanglement module if available; otherwise use stable aliases.
-    # if kind == "full":
-    #     from torchquantum.layer.entanglement import EntangleFull
-    #     return EntangleFull(op=op_cls, n_wires=n_wires, has_params=op_has_params)
-    
- 
-    # if kind == "circular":
-    #     # nearest-neighbor ring
-    #     from torchquantum.layer.entanglement import EntangleCircular
-    #     return EntangleCircular(op=op_cls, n_wires=n_wires, has_params=op_has_params)
-
-    # if kind == "butterfly":
-    #     from torchquantum.layer.entanglement.op2_layer import Op2QButterflyLayer
-    #     return Op2QButterflyLayer(op=op_cls, n_wires=n_wires, has_params=op_has_params)
-
-    # if kind == "pairwise":
-    #     try:
-    #         from torchquantum.layer.entanglement import EntanglePairwise
-    #         return EntanglePairwise(op=op_cls, n_wires=n_wires, has_params=op_has_params)
-    #     except Exception:
-    #         # Fallback: (0,1), (2,3), ...
-    #         class PairwiseFallback(tq.QuantumModule):
-    #             def __init__(self):
-    #                 super().__init__()
-    #                 self.ops = nn.ModuleList()
-    #                 for a in range(0, n_wires - 1, 2):
-    #                     self.ops.append(op_cls(has_params=op_has_params, trainable=op_has_params))
-    #                     # store the pair alongside the op
-    #                     self.ops[-1].__pair__ = [a, a + 1]
-    #             @tq.static_support
-    #             def forward(self, qdev: tq.QuantumDevice):
-    #                 for op in self.ops:
-    #                     op(qdev, wires=op.__pair__)
-    #         return PairwiseFallback()
-
-    # raise ValueError(f"Unknown entanglement kind '{kind}'")

experiments/gen_results/make_runid_tables_for_mia.py

@@ -8,7 +8,7 @@
 # INPUT FILES (Linux paths)
 # =========================
 MNIST_FILES = {
-    "QNN":  "experiments/gen_results/mnist_extensive_results_updated.csv",
+    "QNN":  "experiments/gen_results/qnn_extensive_results.csv",
     "HQNN": "experiments/gen_results/hqnn_extensive_results.csv",
     "QCNN": "experiments/gen_results/qcnn_extensive_results.csv",
 }