1.完成mps态脚本，与原始qibojit结果比对确定bond demension和cut off值；2.更新了官方库；3.新大陆

.gitignore

@@ -2,7 +2,7 @@
 __pycache__/
 *.py[cod]
 *$py.class
-
+data/
 # C extensions
 *.so
 

benchmark_mps.py

@@ -0,0 +1,93 @@
+"""Benchmark: qibojit (reference) vs qibotn/quimb MPS, with error comparison."""
+import time
+import argparse
+import numpy as np
+import qibo
+from qibo import Circuit, gates
+
+
+def make_circuit(circuit_type, nqubits, nlayers=1):
+    c = Circuit(nqubits)
+    if circuit_type == "qft":
+        from qibo.models import QFT
+        return QFT(nqubits)
+    elif circuit_type == "variational":
+        for _ in range(nlayers):
+            for q in range(nqubits):
+                c.add(gates.RY(q, theta=np.random.uniform(0, 2 * np.pi)))
+            for q in range(0, nqubits - 1, 2):
+                c.add(gates.CZ(q, q + 1))
+    elif circuit_type == "ghz":
+        c.add(gates.H(0))
+        for q in range(nqubits - 1):
+            c.add(gates.CNOT(q, q + 1))
+    else:
+        raise ValueError(f"Unknown circuit: {circuit_type}")
+    return c
+
+
+def run_qibojit(circuit):
+    qibo.set_backend("qibojit", platform="numba")
+    t0 = time.time()
+    result = circuit()
+    elapsed = time.time() - t0
+    sv = result.state()
+    return sv, elapsed
+
+
+def run_quimb_mps(circuit, max_bond, svd_cutoff, optimizer):
+    qibo.set_backend("qibotn", platform="quimb")
+    b = qibo.get_backend()
+    b.configure_tn_simulation(ansatz="mps", max_bond_dimension=max_bond, svd_cutoff=svd_cutoff)
+    b.contractions_optimizer = optimizer
+
+    t0 = time.time()
+    result = b.execute_circuit(circuit, return_array=True)
+    elapsed = time.time() - t0
+    sv = result.state()
+    return sv, elapsed
+
+
+def compare(sv_ref, sv_mps):
+    sv_ref = np.array(sv_ref).flatten()
+    sv_mps = np.array(sv_mps).flatten()
+    fidelity = abs(np.dot(sv_ref.conj(), sv_mps)) ** 2
+    l2_err = np.linalg.norm(sv_ref - sv_mps)
+    return fidelity, l2_err
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--nqubits", type=int, default=10)
+    parser.add_argument("--circuit", type=str, default="ghz",
+                        choices=["qft", "variational", "ghz"])
+    parser.add_argument("--nlayers", type=int, default=3)
+    parser.add_argument("--max-bond", type=int, default=None,
+                        help="Max bond dimension for MPS (None = unlimited)")
+    parser.add_argument("--svd-cutoff", type=float, default=1e-6)
+    parser.add_argument("--optimizer", type=str, default="auto-hq")
+    args = parser.parse_args()
+
+    np.random.seed(42)
+    print(f"Circuit: {args.circuit}, nqubits={args.nqubits}, nlayers={args.nlayers}")
+    print(f"MPS config: max_bond={args.max_bond}, svd_cutoff={args.svd_cutoff}, optimizer={args.optimizer}")
+
+    circuit_ref = make_circuit(args.circuit, args.nqubits, args.nlayers)
+    sv_ref, t_ref = run_qibojit(circuit_ref)
+    print(f"\n[qibojit]  time={t_ref:.4f}s")
+
+    circuit_mps = make_circuit(args.circuit, args.nqubits, args.nlayers)
+    try:
+        sv_mps, t_mps = run_quimb_mps(circuit_mps, args.max_bond, args.svd_cutoff, args.optimizer)
+        fidelity, l2_err = compare(sv_ref, sv_mps)
+        print(f"[quimb MPS] time={t_mps:.4f}s")
+        print(f"\nFidelity : {fidelity:.8f}  (1=perfect)")
+        print(f"L2 error : {l2_err:.2e}")
+        print(f"Speedup  : {t_ref/t_mps:.2f}x" if t_mps > 0 else "")
+    except Exception as e:
+        print(f"[quimb MPS] FAILED: {e}")
+        raise
+
+
+if __name__ == "__main__":
+    main()

doc/make.bat

@@ -1,35 +1,35 @@
-@ECHO OFF
+@ECHO OFF
-
+
-pushd %~dp0
+pushd %~dp0
-
+
-REM Command file for Sphinx documentation
+REM Command file for Sphinx documentation
-
+
-if "%SPHINXBUILD%" == "" (
+if "%SPHINXBUILD%" == "" (
-	set SPHINXBUILD=sphinx-build
+	set SPHINXBUILD=sphinx-build
-)
+)
-set SOURCEDIR=source
+set SOURCEDIR=source
-set BUILDDIR=build
+set BUILDDIR=build
-
+
-%SPHINXBUILD% >NUL 2>NUL
+%SPHINXBUILD% >NUL 2>NUL
-if errorlevel 9009 (
+if errorlevel 9009 (
-	echo.
+	echo.
-	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
-	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.installed, then set the SPHINXBUILD environment variable to point
-	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
-	echo.may add the Sphinx directory to PATH.
+	echo.may add the Sphinx directory to PATH.
-	echo.
+	echo.
-	echo.If you don't have Sphinx installed, grab it from
+	echo.If you don't have Sphinx installed, grab it from
-	echo.https://www.sphinx-doc.org/
+	echo.https://www.sphinx-doc.org/
-	exit /b 1
+	exit /b 1
-)
+)
-
+
-if "%1" == "" goto help
+if "%1" == "" goto help
-
+
-%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
-goto end
+goto end
-
+
-:help
+:help
-%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
-
+
-:end
+:end
-popd
+popd

poetry.lock

@@ -1733,14 +1733,14 @@ files = [
 
 [[package]]
 name = "mako"
-version = "1.3.10"
+version = "1.3.11"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"},
+    {file = "mako-1.3.11-py3-none-any.whl", hash = "sha256:e372c6e333cf004aa736a15f425087ec977e1fcbd2966aae7f17c8dc1da27a77"},
-    {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"},
+    {file = "mako-1.3.11.tar.gz", hash = "sha256:071eb4ab4c5010443152255d77db7faa6ce5916f35226eb02dc34479b6858069"},
 ]
 
 [package.dependencies]

src/qibotn/result.py

@@ -58,7 +58,7 @@ class TensorNetworkResult:
 
     def state(self):
         """Return the statevector if the number of qubits is less than 20."""
-        if self.nqubits < 20:
+        if self.nqubits < 32:
             return self.statevector
         raise_error(
             NotImplementedError,