Making S2gate of lab and lab_dev the same

.github/workflows/format.yml

@@ -17,7 +17,7 @@ jobs:
     - name: Install black formatter
       run: |
         python -m pip install --upgrade pip
-        pip install black
+        pip install black==22.12.0
 
     - name: Check formatting
       run: |

.pre-commit-config.yaml

@@ -6,6 +6,6 @@ repos:
     -   id: end-of-file-fixer
     -   id: trailing-whitespace
 -   repo: https://github.com/psf/black
-    rev: 24.3.0
+    rev: 22.12.0
     hooks:
     -   id: black

mrmustard/lab_dev/states/two_mode_squeezed_vacuum.py

@@ -39,7 +39,7 @@ class TwoModeSqueezedVacuum(Ket):
         >>> from mrmustard.lab_dev import TwoModeSqueezedVacuum, S2gate, Vacuum
 
         >>> state = TwoModeSqueezedVacuum(modes=[0, 1], r=0.3, phi=0.2)
-        >>> assert state == Vacuum([0, 1]) >> S2gate([0, 1], r=0.3, phi=0.2)
+        >>> assert state == Vacuum([0, 1]) >> S2gate([0, 1], r=-0.3, phi=0.2)
 
 
     Args:

mrmustard/lab_dev/transformations/s2gate.py

@@ -64,8 +64,8 @@ class S2gate(Unitary):
             A = \begin{bmatrix}
                     O & e^{i\phi}\tanh(r) & \sech(r) & 0 \\
                     e^{i\phi}\tanh(r) & 0 & 0 & \sech(r) \\
-                    \sech(r) & & 0 & 0 e^{i\phi}\tanh(r) \\
-                    O & \sech(r) & e^{i\phi}\tanh(r) & 0
+                    \sech(r) & & 0 & 0 -e^{i\phi}\tanh(r) \\
+                    O & \sech(r) & -e^{i\phi}\tanh(r) & 0
                 \end{bmatrix} \text{, }
             b = O_{4} \text{, and }
             c = \sech(r)

mrmustard/physics/triples.py

@@ -526,9 +526,9 @@ def twomode_squeezing_gate_Abc(
     tanhr = math.diag(math.exp(1j * phi) * math.sinh(r) / math.cosh(r))
     sechr = math.diag(1 / math.cosh(r))
 
-    A_block1 = math.block([[O, -tanhr], [-tanhr, O]])
+    A_block1 = math.block([[O, tanhr], [tanhr, O]])
 
-    A_block2 = math.block([[O, math.conj(tanhr)], [math.conj(tanhr), O]])
+    A_block2 = math.block([[O, -math.conj(tanhr)], [-math.conj(tanhr), O]])
 
     A_block3 = math.block([[sechr, O], [O, sechr]])
 

tests/test_lab_dev/test_states/test_two_mode_squeezed_vacuum.py

@@ -18,6 +18,7 @@
 
 import pytest
 
+from mrmustard import math
 from mrmustard.lab_dev.states import SqueezedVacuum, TwoModeSqueezedVacuum, Vacuum
 from mrmustard.lab_dev.transformations import S2gate
 
@@ -62,7 +63,7 @@ def test_trainable_parameters(self):
     @pytest.mark.parametrize("modes,r,phi", zip(modes, r, phi))
     def test_representation(self, modes, r, phi):
         rep = TwoModeSqueezedVacuum(modes, r, phi).ansatz
-        exp = (Vacuum(modes) >> S2gate(modes, r, phi)).ansatz
+        exp = (Vacuum(modes) >> S2gate(modes, -math.astensor(r), phi)).ansatz
         assert rep == exp
 
     def test_representation_error(self):

tests/test_lab_dev/test_transformations/test_s2gate.py

@@ -52,10 +52,10 @@ def test_representation(self):
 
         A_exp = [
             [
-                [0, -tanhr, sechr, 0],
-                [-tanhr, 0, 0, sechr],
-                [sechr, 0, 0, np.conj(tanhr)],
-                [0, sechr, np.conj(tanhr), 0],
+                [0, tanhr, sechr, 0],
+                [tanhr, 0, 0, sechr],
+                [sechr, 0, 0, -np.conj(tanhr)],
+                [0, sechr, -np.conj(tanhr), 0],
             ]
         ]
         assert math.allclose(rep1.A, A_exp)
@@ -77,7 +77,7 @@ def test_trainable_parameters(self):
         assert gate3.parameters.phi.value == 2
 
     def test_operation(self):
-        rep1 = (Vacuum([0]) >> Vacuum([1]) >> S2gate(modes=[0, 1], r=1, phi=0.5)).ansatz
+        rep1 = (Vacuum([0]) >> Vacuum([1]) >> S2gate(modes=[0, 1], r=-1, phi=0.5)).ansatz
         rep2 = (TwoModeSqueezedVacuum(modes=[0, 1], r=1, phi=0.5)).ansatz
 
         assert math.allclose(rep1.A, rep2.A)

tests/test_training/test_callbacks.py

@@ -18,7 +18,7 @@
 import tensorflow as tf
 
 from mrmustard import math, settings
-from mrmustard.lab_dev import Circuit, BSgate, S2gate, Vacuum
+from mrmustard.lab_dev import BSgate, Circuit, S2gate, Vacuum
 from mrmustard.training import Optimizer, TensorboardCallback
 
 from ..conftest import skip_np

tests/test_training/test_opt_lab_dev.py

@@ -22,24 +22,24 @@
 
 from mrmustard import math, settings
 from mrmustard.lab_dev import (
-    Circuit,
-    Sgate,
-    S2gate,
-    Vacuum,
     BSgate,
-    Ggate,
-    Interferometer,
-    Rgate,
+    Circuit,
     Dgate,
-    RealInterferometer,
     DisplacedSqueezed,
-    SqueezedVacuum,
+    Ggate,
     GKet,
+    Interferometer,
     Number,
+    RealInterferometer,
+    Rgate,
+    S2gate,
+    Sgate,
+    SqueezedVacuum,
     TwoModeSqueezedVacuum,
+    Vacuum,
 )
 from mrmustard.math.parameters import Variable, update_euclidean
-from mrmustard.physics.gaussian import von_neumann_entropy, number_means
+from mrmustard.physics.gaussian import number_means, von_neumann_entropy
 from mrmustard.training import Optimizer
 from mrmustard.training.callbacks import Callback
 

tests/test_training/test_trainer.py

@@ -32,7 +32,7 @@
 except ImportError:
     ray_available = False
 
-from mrmustard.lab_dev import Dgate, GKet, Ggate, Vacuum
+from mrmustard.lab_dev import Dgate, Ggate, GKet, Vacuum
 from mrmustard.training import Optimizer
 from mrmustard.training.trainer import map_trainer, train_device, update_pop