From 3ff5c165abf42daeeb8c6e5bd767ef9775ad014b Mon Sep 17 00:00:00 2001 From: David Meyer Date: Thu, 16 Apr 2026 11:02:31 -0400 Subject: [PATCH] Hotfix release v2.1.3 Fixes #64 where `Solution.coupling_rabi` would fail if any coupling in a group was not dipole allowed. It fixes the labeling in `Sensor.dm_basis` to correctly match that of the calculation basis. It also adds the `kmag_detuning_correction` kwarg to `Cell.add_single_coupling` so that couplings with large detunings can correctly calculate the k-vector magnitude. --- docs/source/changelog.rst | 22 +++ docs/source/dev/tests.rst | 2 + .../examples/Analytical Doppler Demo.ipynb | 10 +- docs/source/intro_nbs/Cell_Basics.ipynb | 12 +- .../intro_nbs/Introduction_To_Rydiqule.ipynb | 182 +++++++++++++++--- docs/source/writeups/observables.rst | 4 +- pyproject.toml | 3 +- src/rydiqule/cell.py | 33 +++- src/rydiqule/sensor.py | 28 +-- src/rydiqule/sensor_solution.py | 18 +- src/rydiqule/sensor_utils.py | 81 +++++++- tests/test_cell.py | 27 +++ .../{test_experiments.py => test_solution.py} | 71 +++++++ 13 files changed, 418 insertions(+), 75 deletions(-) rename tests/{test_experiments.py => test_solution.py} (63%) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 19031cd..abd33d8 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -1,6 +1,28 @@ Changelog ========= +v2.1.3 +------ + +Improvements +++++++++++++ + +- Add `kmag_detuning_correction` keyword argument to `Cell.add_single_coupling`. + Default behavior is to only use the atomic transition frequency to calculate the k-vector magnitude + for a coupling with `kunit` provided, + but this leads to inaccurate doppler averages if the coupling detuning is large relative to Doppler shifts. + This new argument allows passing in a detuning to be applied to the calculation of the k-vector magnitude + for a coupling. + +Bug Fixes ++++++++++ + +- Fix issue where `Solution.coupling_rabi` would fail for a coupling group + that contains non-dipole-allowed transitions (as common in `Cell` with sublevel structure). +- Fix incorrect `Sensor.dm_basis` labels. E.g. `01_real`, `01_imag` is actually `10_real`, `10_imag`. + For real terms, change is purely cosmetic, but imaginary terms there is a sign difference. + This change brings `dm_basis` labels to agree with the actual basis definitions (ie `Solution.rho_ij`). + v2.1.2 ------ diff --git a/docs/source/dev/tests.rst b/docs/source/dev/tests.rst index 047d686..3db4fbe 100644 --- a/docs/source/dev/tests.rst +++ b/docs/source/dev/tests.rst @@ -67,6 +67,8 @@ The markers we use are - Marks a test that incorporates Doppler averaging. * - experiments - Marks a test that represents a full experiment. + * - solution + - Marks a test of the `Solution` object and methods. * - util - Marks a test of the ancillary utilities. * - structure diff --git a/docs/source/examples/Analytical Doppler Demo.ipynb b/docs/source/examples/Analytical Doppler Demo.ipynb index d8f4cf3..a4b2ac0 100644 --- a/docs/source/examples/Analytical Doppler Demo.ipynb +++ b/docs/source/examples/Analytical Doppler Demo.ipynb @@ -239,12 +239,12 @@ "Rel(diff) max 1.137e+03, mean 0.784, std 22.4\n", "Not close matrix elements 593 out of 9045 total\n", "Not close solutions 399 out of 603 total\n", - "\tdm element 01_real-[1] has 220 misses: Abs-diff (max, mean, diff) 1.797e-04, 5.971e-05, 4.712e-05\n", - "\tdm element 02_real-[2] has 100 misses: Abs-diff (max, mean, diff) 1.615e-04, 3.366e-05, 3.979e-05\n", - "\tdm element 03_real-[7] has 112 misses: Abs-diff (max, mean, diff) 1.604e-04, 4.080e-05, 3.453e-05\n", - "\tdm element 01_imag-[9] has 73 misses: Abs-diff (max, mean, diff) 1.082e-04, 3.516e-05, 2.708e-05\n", + "\tdm element 10_real-[1] has 220 misses: Abs-diff (max, mean, diff) 1.797e-04, 5.971e-05, 4.712e-05\n", + "\tdm element 20_real-[2] has 100 misses: Abs-diff (max, mean, diff) 1.615e-04, 3.366e-05, 3.979e-05\n", + "\tdm element 30_real-[7] has 112 misses: Abs-diff (max, mean, diff) 1.604e-04, 4.080e-05, 3.453e-05\n", + "\tdm element 10_imag-[9] has 73 misses: Abs-diff (max, mean, diff) 1.082e-04, 3.516e-05, 2.708e-05\n", "\tdm element 11_real-[11] has 49 misses: Abs-diff (max, mean, diff) 1.221e-04, 2.376e-05, 2.820e-05\n", - "\tdm element 12_real-[14] has 39 misses: Abs-diff (max, mean, diff) 9.864e-05, 2.241e-05, 2.532e-05\n" + "\tdm element 21_real-[14] has 39 misses: Abs-diff (max, mean, diff) 9.864e-05, 2.241e-05, 2.532e-05\n" ] } ], diff --git a/docs/source/intro_nbs/Cell_Basics.ipynb b/docs/source/intro_nbs/Cell_Basics.ipynb index c73dca1..05ef562 100644 --- a/docs/source/intro_nbs/Cell_Basics.ipynb +++ b/docs/source/intro_nbs/Cell_Basics.ipynb @@ -940,7 +940,7 @@ "metadata": {}, "source": [ "### 3.5 Doppler Shifts\n", - "Recall that when we want to define a system with doppler broadening in a `Sensor`, we define the `vP` parameter either in the constructor or by accessing the attribute directly after construction, and then specifying the `kvec` parameter in couplings. In a `Cell`, however, the magnitude of the `kvec` parameter is fixed by the transition frequency, and the most probable speed is already set by the temperature. So when adding a coupling with doppler broadening in a `Cell`, we set only the newly-introduced `kunit` when couplings are defined. This is a tuple representing an `(x, y, z)` unit vector representing the direction of the plane wave of the field. Other than that, solving with doppler broadening in a `Cell` is identical to doing so in `Sensor`, and we can otherwise do everything the same way.\n", + "Recall that when we want to define a system with doppler broadening in a `Sensor`, we define the `vP` parameter either in the constructor or by accessing the attribute directly after construction, and then specifying the `kvec` parameter in couplings. In a `Cell`, however, the magnitude of the `kvec` parameter is calculated from the transition frequency by default, and the most probable speed is already set by the temperature. So when adding a coupling with doppler broadening in a `Cell`, we set only the newly-introduced `kunit` when couplings are defined. This is a tuple representing an `(x, y, z)` unit vector representing the direction of the plane wave of the field. Other than that, solving with doppler broadening in a `Cell` is identical to doing so in `Sensor`, and we can otherwise do everything the same way.\n", "\n", "Note that for consistency with `Sensor`, the same `kvec` attribute is added to the graph edge, it is just computed automatically from `kunit`." ] @@ -988,6 +988,16 @@ "print(rq.solve_steady_state(RbCell_dop, doppler=True).rho)" ] }, + { + "cell_type": "markdown", + "id": "4dd4e58f", + "metadata": {}, + "source": [ + "While using the atomic transition frequency to calculate the magnitude of the k-vector works well in most cases, it leads to inaccuracy in Doppler-averaged calculations if the field detuning is large relative to typical Doppler shifts. In this case, you can use the `kmag_detuning_correction` argument for a coupling to provide the average detuning relative to the atomic transition to be used when calculating the k-vector magnitude.\n", + "\n", + "Note that passing this argument does not change the `detuning` argument, so this average shift should be accounted for in both places (ie `detuning = laser_scan + offsetFreq` and `kmag_detuning_correction=offsetFreq`)." + ] + }, { "cell_type": "markdown", "id": "49f242a2", diff --git a/docs/source/intro_nbs/Introduction_To_Rydiqule.ipynb b/docs/source/intro_nbs/Introduction_To_Rydiqule.ipynb index f923ea2..42642f8 100644 --- a/docs/source/intro_nbs/Introduction_To_Rydiqule.ipynb +++ b/docs/source/intro_nbs/Introduction_To_Rydiqule.ipynb @@ -27,7 +27,7 @@ "Rydiqule was built with a few core principles in mind:\n", "\n", "1. **Rydiqule is simple** - Setting and solving an atomic system can be done with just a handful of lines of code while behaving in an intuitive way.\n", - "2. **Rydiqule is fast** - Under the hood, the library makes broad use of fast numpy matrix broadcasting and compiled code in places that would be slowed down by native python. The result is a toolbox that can produce meaningful results in a few minutes or less. This is especially true for steady-state solutions which can be extremely fast, even for large parameter spaces.\n", + "2. **Rydiqule is fast** - Under the hood, the library makes broad use of fast numpy matrix broadcasting and compiled code in places that would be slowed down by native python. The result is a toolbox that can produce meaningful results in a few minutes or less. This is especially true for steady-state solutions which can be extremely fast, even for large parameter spaces. With version 2.2.0, we introduced a fully compiled time-solver backend that significantly improved time-dependent solve times, bringing them more in line with what is fundamentally achievable.\n", "3. **Rydiqule is flexible** - Rydiqule can model a huge variety of semiclassical Rydberg atomic systems with no code modification. For users with more particular modelling needs who wish to extend Rydiqule, the `Sensor` class provides a minimal physical system that can easily be inherited and overloaded for more involved experimental setups (such as `Cell`, which provides an ARC-integrated wrapper to `Sensor` for calculating Rydberg physics using atomic properties and lab-measured parameters).\n", "\n", "## Limitations\n", @@ -36,7 +36,8 @@ "1. **Memory** - `rydiqule`'s speed primarily comes at the cost of increased memory footprint.\n", "In order to avoid Python interpreter overhead and fully leverage the speed of Numpy broadcasting and C-level for-looping when solving multiple sets of parameters, we have to pass all equations of motion as a single tensor object to the low-level C functions (such as those backing `numpy.linalg.solve` used by the steady-state solver).\n", "For systems with many laser parameter values, many levels, doppler averaging in several dimensions, or especially a combination of these, the equations of motion generated by rydiqule are very large, often requiring more memory than is in a typical laptop or simple desktop. For very large systems, the memory footprint may even outpace a powerful workstation. Rydiqule has built-in functionality to handle this, but it is not fully general and it will lead to slower solves.\n", - "2. **Speed** - While huge improvements have been made in the speed of `rydiqule` since its alpha stages, there are certain situations that can still cause slowdowns. For longer time-dependent simulations with large detunings, in particular for the poorly-conditioned equations produced with large doppler width, solving can still be slow. However, there is room for future improvement in rydiqule's time-solver implementation.\n", + "2. **Speed** - While huge improvements have been made in the speed of `rydiqule` since its alpha stages, there are certain situations that can still cause slowdowns. For longer time-dependent simulations with large detunings, in particular for the poorly-conditioned equations produced with large doppler width, solving can still be slow. With version 2.2.0, we introduced a fully compiled time-solver backend that greatly improves performance in these situations, but the fundamental time-dependence from large detunings is still present, bounding time-dependent solver performance relative to steady-state solving.\n", + "Further improvements can be gained from algorithmic developments (such as Floquet techniques), but they typically enforce constraints on the time-dependence that can be modeled.\n", "4. **Quantum Back-action** - We treat the optical fields as static, and do not include them explicitly in the semi-classical equations of motion. Rydiqule does not account for atom-field back-action effects. This approximation is valid for low optical depth samples, and is known to give valid results for SNR in moderate optical depth samples. However, for quantitative analysis of quantum noise in high optical depth samples, Rydiqule may not be accurate. By extension, rydiqule is also not presently suitable for simulations involving single-photon-level fields.\n", "5. **Device Modelling** - Rydiqule is a physics solver, and does not currently have user-friendly support for device-level modelling. Put another way, rydiqule requires a certain level of atomic physics understanding to ensure results are physically meaningful/correct." ] @@ -519,7 +520,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -528,7 +529,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -915,7 +916,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] } ], @@ -981,7 +982,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "['01_real' '02_real' '01_imag' '11_real' '12_real' '02_imag' '12_imag'\n", + "['10_real' '20_real' '10_imag' '11_real' '21_real' '20_imag' '21_imag'\n", " '22_real']\n" ] } @@ -1008,7 +1009,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "rho_10 = (-0.09225688789212272+0.016179570807727885j)\n" + "rho_10 = (-0.09225688789212251+0.016179570807727885j)\n" ] } ], @@ -1101,7 +1102,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(-0.03687722558481321+0.006467351069111717j)\n" + "(-0.03687722558481313+0.006467351069111717j)\n" ] } ], @@ -1244,7 +1245,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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", 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", 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" ] @@ -1750,7 +1751,7 @@ "Coherent Couplings: \n", " (0,1): {rabi_frequency: 1, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (0,1)}\n", " (1,2): {rabi_frequency: 2, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (1,2)}\n", - " (2,3): {rabi_frequency: 1, transition_frequency: 100, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", + " (2,3): {rabi_frequency: 1, transition_frequency: 100, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", "Decoherent Couplings:\n", " (0,0): {gamma_transit: 10.0}\n", " (1,0): {gamma_transit: 10.0}\n", @@ -1813,7 +1814,7 @@ }, { "data": { - "image/png": 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", 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CK3ceiRrsTIVDvPf83wZlbJ4zuYxGDuip9i967N0dFAQeXrZVbRTJ184lE0vUc//9WjDSezyBLP64mrIzM+juS8ep5/70z11UHYCoGo89LEaY/3flJCrKz6ZN1Q1K2JoOLxIefyd8ff/w8gl0ekUfaj7VSn9csZOCwMLl4eP88nnD6cZZw8LPvRuMY/dNjBQWFtLMmTPp3nvvpf379yth8uSTTyphUVlZGfM9VVVVVFISHkQE/pwFBkdaYjF//nwqLi62H+Xl4Ymru7GnJnx+SgrzOyzrFdjAGn6fWZGRd7ceUh9njxtgb/T36XElanJfv6/O+MH5r6v2qI+XTS6jL541lK45fYj6/Pf/2E6m8+62Q7T94DHqlZdNP/vXyfSti8baK0eO8pgeFZG0zI+vmEg/+5cplJuVSR/tqw9EqunRf4QnxOvOrqBbzx+pooG8+/b/rdtPpvPMB3vVAmLS4CKae9ZQ+pcZ4Wv+bx+E7wWTWb27hrYfOqZ2Ob/69HK66dzh6nk+76ZHM2sbT9jj5bVnDqUvzaxQ/39z0wHjx0nfPSPsFeE/6ODBg5Uh9X/+53/o2muvpcxM96qE582bR3V1dfZjzx7zbwAvqKwNi5Gy3tGRqM4MrLWNJ6n++EkyhQ/3hsPUp1X0sZ8bUJhH08p7q/+zycz0sClz1bTB6uON54QHN14l8grSZFh0MP86YzAV5ufQxRNL1Llnr86yTWaf95fW76djJ1poXGkhfXrcQOrTM5cunDBQfe3vH+wlk+FU6dtWaP3fzwmvbq+YOkh9fOnD2As3U+Dx/S9W+vSLZ1aoBcTVlgBf8vEBajBobInFM6v32YsHFuGzxw5UwmRvTROt3RMei0xl8cfVdKo1pK75EQN6qR3Zedzk7Ngr682+btIlaQUxcuRIeuutt+jo0aNKJKxcuZJOnjxJI0aMiPn60tJSqq6ODsXz50VFRSq9EwsWOfx156M7st/KcXLDs0TomZdNfXrkqP/vs6IqJhjJNlir2KlDwuJDOG/0APWRfQymsvtwoyqV5lD72SP72f6d8WVFaoAwWUhxikZWWZ+zhFROVqZK18hqy2SWfhI+vsunDrIjaldYv8fSjWan9/7vQ16FE507qr9dln/ZlDLKzCA1IZrsX+B0zLaDxygvO5M+Ny0soCYOKlYmevZ5rdp5xOhrfsnH1fZ1wxTkZtFnxpdEXVOmsuST8LF/dlKp/dxFE8LH/s6W8L3cVUk5nNGzZ08qKyujmpoaVRlzxRVXxHwdp3WWLl0a9RxX4/DzIMHISHFikZHwa8PCpbLODDGyqapB5WsL87NpWJvy5DOGhSMlq3aZO7ix34WZMbSPWmUJF40fGDV4mMjGqgYVJeNV4ZQhxfbzF4wdYEd8TA1bc9WJnPsLrYmEmTWyH2VlZigfyV7D0pGxomnic2EGFuarSZ355w5z/UaLLR/XeaP7R13zfO6Z5VvNPXZO+x5oaKaeuVl09oi+9vPnjgofO3u9TKWlNUQrLB/aBWPD4wvDgpZ5b/thtbjrqiQtRlh4LFq0SJXssqjgkt1x48bRv//7v9spluuvv95+/a233krbt2+nu+66izZu3EgPP/wwPf3003TnnXe6+5t0QSqt1VNZ78QiI8wgK6VjShfWdVaKhqMimbwsdDB9aB+1UmTDrakrxfctoSRREWH2uPBgwSZWU/sArNgeHtjOGNZXRUSEs0f0U6tevr5M3Vjxg101ytPCxlXZkZrhVJMIK1Mnxbqmk+r4204qzJnDwxOkydGFxZbAlhW5MHNkeFJ812DjNlcsMZ8aM4DysiM+uzOHh+9fjkpxybKpRvn646eoMC+bJllGf2ZCWZGKeHPKcp3haSZfxQh7OG677TYlQFh0nHvuuUqg5OSE0wNsZN29O1KuyWW9L7/8shIuU6dOVSW+jz76qKqoAR2z34puDApwZOTDPeHeBM6VucCrLk53MDJ4m4YYJacMjj7+SYOLVVUNTzzcB8NE1uwOn9OzHCtEhs3Q4t8x9bzzCpdh06ekaIRzRkZWiiayascRtcod0b9nuyo4FoYmpya5n85H1rlvK6Qk0rCxytwmaBJZYDHiZFi/HsorxQLXVN/Iu5a4PmtEP8p2LB54EScils25XZWkxcg111xD27ZtU+W3LDx+/etfq4oXgburcsdVJxdccAGtWbNGvYffe+ONN7pz9F2cytrkIyNidpX3GhMZscyqbZli+UhMbKjEK6gtVuRg4uBo3xJHGqaWh6976cVgGluqw8c+vrS950rMw6YOzDIhTm4jAkWgOAWLaXxkXcvTrOOMlZrkbRtMMpkLvPLmQN+QPgVUUhS9COI0E6eMObO3wcBzz/2M1uwJ34szR0RHMlnQcomv01BvGsu3hdOS51gpJSfTysPHvs5a3HVFsFGeoZxqaaUDDceTjoyI2VWiKrrz/purG2KaV4UJVjiSG3KZBh87r3A5RFraZmBmTq8Ir1be32meGOHc8vZDYTEy2pHmEKYaLkbWdyBG5DmOSJnY0VQM2+IPcdKvV55KPTEbK8P3hklIpIw9UrHgiCBjohDkY+fSab5XY3Wslh5H8vcx7X5dZaXuZlmRPyey8DH1fnUDiBFDOXzshFqhsKcimc3kxOwqfhOdcD8I/h1KivKoNI6gkgHCxL4RzkmlbarAuUKXVbxJ7Dp8TA3MbOSTyc/JdEuMsOA6ZljInfuLSOO+WBP6wKJ8GliYp64t3jfFNORalmu7LZKa/NjAaKCIEWcZfiwhaOI1v9aKinBKI9b9KteSiWJkU1WD6uvCzeWcHilnBJl/Jd7TSxapXQ2IEUM5dDS8Z0vfnnntjJ8dMciaeFiM6K6UkNTLpBgTisD19HyTsQPetH1qeIBgxpcVdjip8Aq9+VSLkSmaUQN7xRyYeUJnkcgTOlfdmMTWgw12RLDYKlWPNymu32vWpMht9nnCcEb9ghQNFENzPCFln3cDxcgnVqQp3rHL89sPHjVu48K1VsSDI5ax7lf213HPEVPFlBtAjBjK4aPhZlq8w20ycJ6Xr2U2anF0xeQVItMjN9ved8e0Va6IkTElhXGjULyS4SZF2w6ENzQ0BfYkMKPjHLvz99pipdJMgTvGMtz0KR4yoXNPDJMQjxFHo4ryYwspro4wUYywoJb0rvRGiSfAdx5uNE6Ay/ghxxhLgHOUWUXUqsw69+ssMSJerngLN+e41NWAGDGUw8fCUYJ+SYqR3OxMO62j28Qqg228FaIwypp0eMViEuJ3GWsNAm3hFcw4a+DjCgOT2HwgfOyjB8af0EcPLIwSLqbArbyZEQPibw7JER/GNBEou2x3dOwSaePzbtLGc5wa42Aqp/biLYI4msY9g/i4RTSaAHuHdljnPp4YcY5FpkUX1jlaIMRDfq+NholYt4AYMTwy0q9n4n4RQQyvOk2sHJmRVEGsvL8TWQHLJGRKmowjSxxlkokvFuMtoWJaVGerde7jRXXCXwv/Xlss4WIKO6xJrqOdqiVkvdUwActeHSaWgVIY0qeH6vPC94hJjdt2Hwkf+9B+PWOmChh+Xq4pEesmwNECFlK8EOMS3nhEPGp1ZpnNDx7rdOEmkRHT0qpuATFiKLyzaiqRkaheI1buWgfso+DW0dzAh8sEO0JWkSattGSg5Z2QOZUUjzHWAGFS87DOKmmE0QZOKsyOQ52LEblmeG8gk/YH4vQF07bbsBPuICu/m0nXzc5Dcuwd7xBui1iDImoydsQyf8ZKkZmU6uBuwqdaQ6pTckfdtiVCy2NrV+zECjFiKIctA2sylTTteo1orKgRv8j4QUVxV1kCb2tvWppmszVYSSojHsOtSYcHFNMqaXhw62hfIxEq1fXNxvS84PC/hNsl+hELFohSJWRS07lIZCS+GIlKMxl07LwHEzO0UzFieRcMErH2sbdpMhfvvLMI1G3wF2TcGzEgfkSK4eudF3d8b5u0cHMLiBFDEfNpv57JR0YivUaO6/eLdJC/FUb072Ufryl9IzZbK9axpR2vtIZZK1weDLk3jAnIipX9Ih1VYrHBUrwBvCGgCeyvbVLpi9ysTLsyLB4jbd+IGRM6T267EowuOCdF44RU346FlInG5z1Wuqttx9u2cESK53tuuy7RZ2M8Uv07HmtYqEh0xDSPmhtAjBgeGeEmSckS6cLapL2qIJ750wlvDS+7DUuo2JTISEeeC4YbLHH+n8OsUtKpGzGkjuokquNMJ4jx0pQUDXsuOJ2RSETNlAmd00UNzafUZNfZpGimGElMSElEbdeRRmP2edlr9aXp7LzzVgjlfXoYde5FTI/owPQsjCvrur4RiJGu7BnRGBmRVVZHeX8nEl6VFY7uFa6EoDsTUxx5kAldJlJTKmk6y5870wk7DTl2Z8i6M+wJ3ZBUh/hFyory1aQXpHQBp8fk3ussTTOgV55aPPBhmzKhS5qmvBN/mlPEmpIii1SP9er0tZK6FJN3VwJixEB4cJLS3v6pVNNYkZGq+uNaSgfZXLW3pqlTI1/bCgNmjzWo6ITPW8PxU1FGw46QyglTJvREKmkEWQXLRGqOeTXxgdmUSUX+/p35ReS+yLTSBQetKKju9Bh7ETg9JouZjtIFMnGaEFHjfifVVlfSziIjJkalpKKqIoFjl7SwCefdbSBGDKTxRItqDZxqZIQ3tOKJlIWIjq6m+2qa1M/Oz8lUbbsTYUjf8AAoIsaENAcLEec25PEQwWLChK4MoIc6N4AKFdaxSyTLnPx55xO6vIavN/aZ6EbOoUwYnaYLrMnHhF4pElng+7Cz9JhTgJtg3Oa/P0dp2LCdiMfOJBHL1y13n2YGJxDVEcM8i5FWg3rUuAHEiME9Rngy5xssWXgwKbFEgI5eI1INoVZ/CbaylzyuCX0XxC8yNoHIgnPyMSFNw+ePS6rZx5LI4GZaZCTSfbXzCZ37SRTkZKmOmiZcN5Gy3s5XuE4Ra4IQFFGRyOrcOSmacM1HUjQ9Oq3cM834XKW27SB1vyYipLhNQnZmhlqscgS3KwExYiCHpPtqz7yEbq5YlMkeNRq6sO5ymBATRVaJskGaTsQvkkiawzQTqKz2eKJLaIVrVU5wBE33hnlshhTxnEh6jO8Nk1boiZb1CjLx7wzgsQ8zSEjtsaKp5VZ0tTOk47MJ1Xtieh/cuyChsT47K9MeK01JC7sFxEgX2pfGieySq0M9s8s+mYGNkcZobKLTbeiTCb2jzqtOhvWXqA7n3VuNiCwkkqJheCM6qWTSPaHzz+c/Pe/30zfBknYRgiZMinZkxLoeOoM7nTo7n+rEjowkuICImLb1C6m9EhlJMKrD1Xvc0t6EtDB7dZhBnZSxO5HIm0SguwoQIwaX9SY6IMdCvBo6tpuWaEysrevjIa9lv4zujpq7kxyYSwrz1Z5A7NfgsKsJQkoqBhKhwpAJPVJJE3un4Q7Nw5qFVG3jCaprOplQ4612KTIDJnSJ6iV6zVdYgou3TTiqOaJm9xixUr1BSgtHxEh+0verCVFkN4EYMbnhWQo9Rpy79zIH6v03sFZaofaOWhvHMvTxJly6Vys8sMr576zEUWBfzBBLTOkuTd4mkZEEozrOlIjulVYy5lXThJSIIb6GO9o+wIlM/Ox50BkN5J+9O8loJjfME4+D7nSBTMqJRkaiIrGaJ/RImqZH0gs3U/oauQXEiIEcSaP7qgmREen82lmJYNzyXo0TukxqnLqItwV8LMQsKs2XtEcXEiiNFWzfheYVeiJ70sSLLuhPMSXWvbTt9c4BIKcA1tXTiCOSfCyd7SMV2zei99zLeJHMsQ8xJDKyL4XIyGDr99xngGnbTSBGDKTGGpg4t5luZIT3HfG7VI1Dt85OsIlSbsBqRVI0ks9P2oCrcYCoazxpN8tLpBrFNAOuM02TKFKazOddZzt+SbUkY9rmaCA3SNM9oYuQ4m0kEillb58i03fdNBw/SbWNJ5OOjIjZ1RTPyOAUUtqIjADPkVWSK54Rnw2s1fXhUjVunpRsZMeECd023yYxsEXnoPUNbrJTL7eo75mXWKrAmY6SUH2QIiM8mbNfhxt2mdBxOJEeI7HOvc40U7LmVUGiQDr3NZL7jSOZvZK45k2IwnJ6bL/lrxuUjBixFm3cn8SE/jpugchIV03TWCsu7vDo5/4RMiFwNU+yZckmTOiR3HlyA3MkB61/YE7UQNn2vLOQ1DW4cTSwxlrhJlqNIn4diahpjS4cSW9CNyEykuyxy6Soo5eRIPebiIsgRUb4em+yxuayJKLIPC9wDype9Ik/rysAMWKwGEknTcPlkdxIx28Tayrm1bYTupTq6UCqYZJZqZgS1bHNcEnkzqWEnK8Vbh6mqxpIzKuDivMTNoAKg62JSELeWiMjSab3TIhKpVKK7/Q56Dzve5PsMdI21cEpHk716EDOGzfvy0siPcaLPBmfuPtsVwFipItGRviCtX0jPppYJTKSihiRCZ0HGF2tjjk6wEhlT6LI6pw9Orp2MpWBKZn8s1wrthDUJKZkhZtoBZMT+X33apoUeTITr06yxy/nXa+QSi01KeedUw26qoFSKetlCvNzqLfVX0dXdGRviverCde8F0CMGEbTiRY7dJdOZCTaN+JjZCSFJj5COLVDqp25ruoCMfzy/j7JwP4ebk2uc2LZl8a5j1QX6D32ZMPt4ffoXSXKZM6Lh2QqsJx/K52pDonqJCukpLEij1diIvUbMbsnU0ljSlpYhH+ykUwmsniAGAEecaQxPAnnZGVQYRKGrI4ravyLjOxLwZAl5GRFNtbTkQvl7qmyW7IMtMlEFyRULO2ptUVG0hrcGvUOzGmsEvfVNgbKAOq8Tzg9piMayFEd8eok6zXi1AKnGHRWdsh1MyTJY4+KLmi65m0Bns41XwMxAjziiBXu5ZV2qvvSCDJQyK6QppaqOZHeJDqiC1ySzNFm3oiqb4/clFdaOkysHCZ37nMRtMiI/NxUVrh23wVNE+LOFP0iDG9oyVsIcTWQlMTriCxwNQqnLpLFjuxoOPd8zduekRQiamIa1bXhXDqLh8H2Nd91eo0gTWNoZKRPCpNh/C6s/t1sEm5OJTISvco9rjFFk5fwbsPxPC9+U990ym7LnZoY0Rv2TWtgdmwKyS35Td9kru3GZ3Kf6hBTtucihcgCM1ijiZXb78s1n4qIFV+bLtN2OouHwVbHVp3l7G4DMWIYR2TH3jQ2yWvfhdWfFRfv+iq542Q6CjqR94n3xE8knSVl0cni3OzPbyrrIyvcgtzEnfkmpGmcUZ0hSbTFdl7nvEPxqdaQlo7D6aRpnJOijolFonipihFulObsuqwjqsMRYG4glyyl1rHrmtBTrX5re83o3ljULSBGDN2xt2/P1PelaRcZ8WmAFp8He11SCflGpWk0eEYOpFhJ0y7VoSFNcyBF423bY6/S0GuEK1GaT7WqdEWyXh2JLnCjN10rdJnMUplUdKc6bDGSQpqDsUtMdUZ1UjzvkQnd/2N3LtxSiYwMtMYovlfF8xN0IEYMo8ZK0/S1ys7SQS5Yv1rCp9JNMP7ArC9NIyIuWexSRw0rLYl+yd88WXT2GpFJmIUUd1NNhcGa0ky8KhWxL5HIZHGWyPrNnhT7dJggpGzzaopCSsRIdV2z7+ZhEW/cDyqVhVtedhb1tzZS1VkW7iYQI4b2GHElMmKtkjm36kfvi1S2w44/MOtL06QqRsQQx0ZEv6MLBy0xIqblZGGzdERMNWk59lQjUs6KBL9X6A3N3OG4Na2olEyKOiMjyVbSCHKv66jqiOzWm5qQ4r+XtBIQr57/HqnUzrsJnhetYqSlpYW+//3v0/Dhw6mgoIBGjhxJ9957b4c5q2XLlqmBru2jqqrKjePvwmIk/chIUUG2vdKUAd8fMZJ6ZEQm9IMaJvRqiS6kOKFzBQ7vycO3g5/l1ExkdZ66EBQR5vfgdiBNIRW9k2mTlvQYpyZT8eo47xe/0wU8bqfaNEyQtBrfr1wa7yfpHjuPjRJd8PuaT6eUve25r9RUDaRVjNx33320YMEC+vWvf02ffPKJ+vz++++nX/3qV52+d9OmTVRZWWk/Bg4cmM5xd1ncjIyw6IuYWI8b3WNE4MZRPEhomdDTjIxwBY49QGia0FMVUlErLZ/Pe7pRHUbOuy4ROCCNqE7Ed+HzeT/K3YJbVXQg1Xu2f888VQrP96sfC57Y5eDpRxf8vl+lc2oqVUDtIyPdME2zfPlyuuKKK2jOnDk0bNgw+vznP08XX3wxrVy5stP3svgoLS21H5mZyBB5tWOvri6s6fYYsfddsG4yv0Pu6aZpdJriDoqBNY1JsURT2Nee0NOJ6ljv9csfJRx0QQSKEPA7vSdpDq6ISdWrwwJcfnc/RayqwEqjN40gxme/J3RXjr1YXxWWFyR1Bc6aNYuWLl1KmzdvVp+vW7eO3nnnHbr00ks7fe+0adOorKyMLrroInr33Xc7fG1zczPV19dHPboLvHupu2JEKmp8ECNpbJKnO2zdfKrFdqWn413QtdJyI00TGZiDGxnxO6qTbhWTlGNzek99Px9Lk91YPDhFbLWP101tijvemnK/ptNjpG1Zdbf0jNx99930hS98gcaNG0c5OTk0ffp0uuOOO2ju3Llx38MC5JFHHqFnnnlGPcrLy+mCCy6g1atXx33P/Pnzqbi42H7we7oD3LCptumku2LEmli9HuTYjS43dDppGuf7/awukEmFV4jFBan7dcrsBlw+excCPKFzuoAZYOXvU0GiWYd89i6kW0ljp1Ptyrfj/ovANMR3lIj1dduJ1Ha8jddrxH/PSPopptIuFhlJavOTp59+mv70pz/RU089RRMnTqS1a9cqMTJo0CC64YYbYr5n7Nix6uGMrmzbto0efPBBeuKJJ2K+Z968efStb33L/pwjI91BkHBZr3iBebXkBjJIep3P5fQSh5gzUuwV4WSQhuoC52696bTht4/dxwGCu1A2nmhJe1LUFRmxowtpTIrsNcq2Gp/xtZ6uIParpNp57nmC8jPN5IYIjDI++9npWczyaY41OiIjXNko43GqvWnapoQ5bZXu9iGBEiPf/e537egIM3nyZNq1a5eKZMQTI7E488wzVXonHnl5eerR3ZAUDa/MuZGTG/i1P40MDpy75w3v0kFHIyW7x0ga4XZdKy0Z2HrmZlHPNDZXdFZGcJSOu5p6DQ+ibkyK4l1gEcjC0jcx4kKaRlclkxvpsSjzsI/H7kblnq5ooBx7j9ystBadJdY1wyZkbt/Q24UtRHSS1KzR2NjYznialZVFra3JhUU5osLpG+CteTXKM+LxisuNHiPtKyOaA2Ve1WVgPZBmG3uByxxZgLAQ8WvTNt5TR0yb6U6KtnfBx4nFjTSNrh22XRMjOiIjLqWE20YX/PaLpBPNyM/JsueKrpCqSWoZdfnll9NPfvITGjp0qErTrFmzhn7xi1/QTTfdFJVi2bdvH/3v//6v+vyhhx5SfUn49cePH6dHH32U3njjDXr99dfd/20CjtvmVT8jI3KDubEiFTHi5wZ/1TKppBluj1RGcIvzlrTy2X76RRgWIjyp8sDGj3SFWSIcPHrc7kSZyv4iutNMrqVpijV6RlwTUv4tHtwab3REF9LZoTqWmOJ2EHzNjy8rom4jRrifCDc9+/rXv04HDhxQXpGvfvWr9IMf/MB+DfcQ2b17t/35iRMn6Nvf/rYSKD169KApU6bQkiVLaPbs2e7+Jl0ATyIj1iDJG/B5GXoXs2m6znxnqkR8KKmWHSaDRI7SnYA57Mpt1XmvFR4gUtnJVUePEYF/fxYiakL3wabllpCK9i40+5b7bzh+Ku2yZF2+i0MueUacnUD98i5EKoHSO+8SXeAJna97P8TIPhfMq85zv2F/ffeLjBQWFqpIBz/isXDhwqjP77rrLvUAiTc8YzOeW/Trmac2IOOtFw4fbU47lB+PSpfKepneVqkjt2lmP4EbAicZA2s68EDMkR3eydU3MSJpmjQnRPn7rd3jX98Ft1bnOlIdImBZfHJkJ0jRBV6YyOInXRErkUwuta0/fiqtarTkTc8upIWL/I0u2N1XXYiMlGrc7M9t0HnMQDHSx0UxwpGQfr28T9W4ZSiTCV0mJ78mFluMuDCh+73KjeTP3Tz2Zp+bhrnhNfL3mrH9ImlWYDlTTHzsfngXuHKPBQkfdrqRWI4uiADx49y7ZXrWVVEjKSZ30jQF6mNXiIxAjHTxyAjjR0t4N1rBO5EIxQGfBjfxGYgJ0o2JxY+ut4xEMWRgSge/26p7ERnxSwRG0mPuiUAu0ebN9/w676ok2oXKPT/9Onx+xPQse8u4UlHjU3TBjd3NdZfjewHEiJH70ngkRjyaHDl3Lvlnt1IqfoatuaLjmNWnQ7oauiGkfIuMWINbuv1d1Pco8jfs66ZnxI4u+DQwR9Jj6R87b7InqR4/jl/EiBuTedRWAj5c84ccpeypbk6oKzKiojouerzKkKYBQUnTOFduXjU+E1VekJOl/B5u4Gf+X9rYswh0Y3Dzc4XOnW/lHAWxrNrNgVnOOwvLhuPhTsZBMQ77fe7djEgxpdJB1ocJnSvVXD126Q3kw/3Knhr2wrklBMvsrTP8Se95CSIj3SBN43V5r7PHiFtO+kh7bP82+HPDfOt3EyiOSHHXUTYpu5E/d0ZG/BjcIpvkpX/s3PCt0Gr65sd1Eynrdee68VPE2p4L18SIj5GRo+5GdfyMjMix83Wabim787z7ld7zEogRQ+CB/0ijR2kaj/encasBkRMxkvqxcZjbx+/nwCwDKEe/XMn9F0f6LnD6KmgrdD8bn7mZYvI7Ghjk8+62GIl4RoJ33gtyI9HoSh/38vICiBFD4NCymLI884x4HRlxwW+hJU3j0u6lbY+dPTpeRxfskmoXUjTtKiM8FoLOnZLdMIH6behz0zPi9Br5KkZ6BTAyIn6XwlxXj533ePI6vee2kNLh8/IKiBFDOGLlQfNzMqlHbno9C9oywGPPiJ3mcGlCjB6YvQ+3yw67bngunGKEc8OSevM6MuJWiinKgOvxhF5dF+nT4drGkD6ah90sS/ZbSLkeGbGP3Qe/izVWujWhq/SeZR72OlXjtpBq23QuyECMGIKkaLhJmds4IyNerNRlJefmhCh5eG7RzNU6flSjuFEay3DHWPH9eD0pygDk1rH76V0Q4zBfN255jZz9OrzkZEtrpGlYmo3ytKRp3PaMWPf+4WPN6twEqRLIzwldzLeuHnvvAt93CvcCiBFD4HbtTJ+e7ncvlAGH00Be+ADczp1H9irJ9GeTP2tSdNXz4tPEIgOQm0Iw0ifF22OPdO1177z71SdFwu3ZmRnU16UW4n6Ws7tZxcTwOcjJyiBe63i9D5YXqQ6/BLiXaZpqiBHgBoctxdzXg8gI+wCkh4EXhlA3mz8JvFK2B2cPvQvchVJWQ262nY+Y4rwdmKVRkxs9RvzeVt2OSLma3vOng6wIZJ5UMl3a70nOO0ct+Lr00qvDEUdmQC93zj2fA7n/vY8uuL/48WtC91KMVPm4r5EXIDJiCNyemenrUu48XtrD7VWL2uPiqLurrLYVNV6ucnmFyKWxvMJ1c3DzLTLicorJea14LaQkMuKJ8dnjScWt3XqdKGGTEb6nZNLyMlXA+z8VFWQHKirFaWa3NvjTIcAjfhf3PCMlPndN9gqIEeN27HU/MuIUCm6bWDlHzIs4HkRlDxy38KPXiOwTwZOYmzsa++FdcDY88yRN43E1TaUHkRE5dq+jC/a+NC4KWL7+/NiTyWledXOHXT8MuFx1yGXnbptA/Vo8RAysiIy0BWLEEOqtsKlbHUz92p9GwtUsRNyczKNLZI97vzp3cUJ0btrm5UrL2fDMzUnRr6oOqVxwMzLCK06JLkjEzgvkupdKtSCde9sA6nYk04cJXSbzHrlZrlYd+tH4zO0N/tpeM7WN3pv9vQRixBDEWOrV9tt2F1aXowxuG+H87rvg5m7DsVMdxwPT8KzteVdix8PKCLd7pDB8HuRa91IIRlJM+YGb0N3uMeK3AHfbc+HXeXdu8Oeq2b8gYvYPcqoGYsQQ6q1mO27mcJ2Iucxtz4ib7bx1VBe4uYOm32kaLyZzZ5SLsxziL3CbphORhmdlRe6e+xIfhaCUVQbpmne7x4if5z0iRtxtDCmeEb7eRTB4FdXp5VIreIFTbV1h916IEcPSNEX5XhlYvfGMSKTFi8iICCgvq2ki3WO9CbfXeBg69aLhGcNCRP6eXq1yRUhxuN1tAe7HKle8Ru6n97w3Usr95LYY8UOAu93wrG1pspdeqUiPEXeFlN/7GnkFxIgh8G6OTKFHYmSAV54RD8p626YLvOwz4kWPEfH+cPMzL49fVkGlLkcW/EgzOYWUmyZKP0odOfcv5ls3/S5+CalKrwS4Q0h5tQ2CFwbQtqXJXp17r1JMfvbX8RKIEdMiIwFL0xz0oMSx7YTIe0bwIyilse1Cpx4NEJEN/twXgqVeb67okVfHjx4vbBRssqJdbvZ38csn5XWKyctNFr0o6/XLxOqpGCnyrx2/V0CMGACvImzPiMeRkYbjp1xNG3hR4ihwbpUf6ud4MDizb0H2jnGz4ZngtRjxouGZ4HUOOtLG3rtj92pCl2gah9vdzP0zfuT+vUpN8rmQakCvrnn5m3qx+JF+HV6d+0gVk3dpmmpERkA68EriZEs4rFnkUTUNd2DlDcncTht40Qrer14jMmB64VuIakbk0eDmVVQnamD2OKrjxbGLOPNqF9NKH847p21ZLLvNseZTdkrY7ciIHwLci3Jwv0SsH2maKogRkA4SFeH+CD1z3V1pOdMGton16HH36uY99Iw4u7B6kS5wtpV227fgTHV4MUB41fCs3Xn3yO/iVX8XPypS9nt47IV52VRgRVu8mBTlvBc6oo5u4nUH3EiKycNooEfXzcEGb8y3flUyeQ3SNAbQYJf15ngyKbbzjbh0s/EKq9mDunm/trO3zXAeDA5eh069anjm10rLy+iCHLtXXiMvI1LKa+ThufdiPyC/IiOcXpa0qtvl4H5EMqXhmZf364GG42qhEkQgRgygzjJ7eeUXad+F1R0xIlGRQrXDrjcRHS9XuRIZ6dfT/Ryu1w53GexZBLrZ8MyvFa6X0QWn18gLERsx3+Z7ep96GRnxQkh5nd6Tv6VXadUyjwX4Qdvvku/JNZORQSrdf8Ta5yxoQIwYlKbhSd1L3C7v9ap5khO5cb0YmO2eBR4dv5erRK/PvUSkuGsk+wzchKMVbKRmSr2aFD2sSomkmLw59kg1kHeREa+ElL2vkRdRHYdh25u0qnelyVGt4D24Z3OyMqmfta9ZUFM1ECPdoOFZu8iIS1EGL/ZZ8NNUJnuXeJ+maXZ9cPOyxFH63Yh/ye1zL1VALL698C34NaF7FV0o9TAa6HlkxEOfVJWH5lVGPHXcgVW6A7tZDi5FCl40PXO24w9qRQ3EiAGIu92rHiNtPSMiIoIQGfFyv4vIhJ4buMEt0s3Ru3PvVcjdq86xTqQRnNvHzhvwyff0ohzc62ig1+c+YqT0QkhZTf48Ova87Czqa6Vs3RaxMuZy6TP/HC8oDXgXVoiRbhQZGeByR1Nf0jQO06370YUT9l4sgRvcPOpEGauixu1J0esKLC9XiXzsLEiyMzM8u+69nFS8bDbnFAqHjzXTSZc3WfSqP4ofpnMvt83wy+flNRAjRm2SF0wD6wAfbrATLV5EF7xN03g5uB304dgjBtxmz0qqvcKr5mGyJw3/XXkPnyAJKdXG3uPIiOzxwusGt/fBshvleSSk1Pf2KBoo7RR8uebrIUZAikjrZM8jI9aNwKsWN7aG98Mzwvu7SLWL2xPLYQ83rvK610ikLNm7Y/eqd4GfItbt8+5l51ivo4E8zjRajdS88ow493hx+9zv9zhN47xu3G4JH4mMeHjsxd72SfEaREaMiox46xlhtzUv5nh8k3p90yeVqBy6i43PuGeB9KDwMtXhlZHSj+iCVxUpdorJSxHo0Xk/2OBdO/JY0UA37tO21Sh9euRQgUfNFaOumzpvjM9eGVijzMNuixE//HVFSNOANGnweMdegcPKEtZ3I1XjlxiR6IKbA4Qce25WpupGGbQ0jfhdgljJZB+7DwOzag7nonch0rgq359ooIvn3utKGi/763BrfEnTehkZ8cowL6JYxgMvKA14S/ikIiMtLS30/e9/n4YPH04FBQU0cuRIuvfeezsNJS5btoxmzJhBeXl5NGrUKFq4cGG6x91FDazeRkacK7p0e42wie/IMX/EiBch98PWipNX5152vfViQm8+1UJ11jXjRzWN254RW8T28m5gZlMyi29uRulW9Zgz3O7XNe/mdeN1j5H296t7513ufS4393Kc9GrxsNfyGnlVgeU8dh4b3NwM1Ugxct9999GCBQvo17/+NX3yySfq8/vvv59+9atfxX3Pjh07aM6cOTR79mxau3Yt3XHHHXTLLbfQa6+95sbxdwn8MrC62RKefSc80HPaR5rteIUXXVhtz4XXk4oHeVzxunBFR7GH14xTSLnZYto233qwe6nAQkQM226mavzwSUWnmZoDFxnxYkKvrPW24ZnX0YV9NeHjH9LHu3NflB/Z1yiIjc+SkpjLly+nK664QokLZtiwYfTnP/+ZVq5cGfc9jzzyiIqkPPDAA+rz8ePH0zvvvEMPPvggXXLJJekef5fALwOrcxBNN00jq1tZgQYt7OtHJY1XkRG7jX2vXGUY9IrwBoKk9sDhFtNunCsu96yx2lX7MaGzEdHNc29HdTz0jHgVDbT3A/I4MuJFJZOYV70qSRZkzxtuUsbRBTe2ueDvI/esl5GRDGtfox2HjqnrZlj/ntRlIyOzZs2ipUuX0ubNm9Xn69atU8Li0ksvjfueFStW0IUXXhj1HIsQfj4ezc3NVF9fH/XoyvhlYGXsnXtdEiNeTyheGSm93pem7cDMRkROrwTFvOpVi2k+D5zVZQHbp0du4CZF24jol4h1dUKXyIg/aRo3DedVPh07j8H5OZmuXjeVjj11uOmZl5R4uLGoUWLk7rvvpi984Qs0btw4ysnJoenTp6u0y9y5c+O+p6qqikpKSqKe489ZYDQ1hS+wtsyfP5+Ki4vtR3l5OXVVWDVzh07/0jTuTOySf5aLP2hhX7uDqccTOg8+bEh0s9ncIQ+3Ive654UdUevpbVTHC+8C+6RkCwEvm1d5ZaSUNKd0pw1SNU2krNfbY1fRBZejUpKi4aiOlymmoPcaSUqMPP300/SnP/2JnnrqKVq9ejX98Y9/pJ///Ofqo5vMmzeP6urq7MeePXuoq0dF+Brtlet9ZERu5nQv1l1HjqmPFf28DwVGKiNO2MItKGkaLwY3Pxqete/CGpxGeV6l96J8Uh6fey8EuN351uMFhJz3YydaqMEa39zbl8bbyIgX535fbaPnKZp2HrUARkaSmv2++93v2tERZvLkybRr1y4Vybjhhhtivqe0tJSqq6ujnuPPi4qKVEVOLLjqhh/dyS/C5aVerxSdTnpprZwquw+Hb7ChfXuQ1/SxujryRlM8EbtxU0fEiLepAlkp7j7S6NoAEenT4YMYcdnQ5+XOpV6naeS89+3pn0/KrfPeeOKU3VfH66hOj9xstQkityxgEetGywIZr7ws6/WqR41ERgZ7aF71Y2NRoyIjjY2NlJkZ/ZasrCxqbY2/Wp05c6bymThZvHixeh6QvXLwuseIIA2DOMqQTvnXLkuMVPTzXoxEdXV0aYDwY6M5r1ZafnlGvPAu+Os1cllI+RnVsY5djJRupfbYD+HVTsleToqVPhlYnWLErS6sfpT1drs0zeWXX04/+clP6OWXX6adO3fSc889R7/4xS/oqquuikqxXH/99fbnt956K23fvp3uuusu2rhxIz388MMq3XPnnXe6+5sEfsdef8QIexjSLf/ivjK80vdLjHhhYpXcvy++C5dX6H5Hddw0I/qxwV+sFa4bbdXFvOp1ZIHhkm0xUrpxzUtfoXCFlPcRWDe3EuCojvTV8SUy4rKQkqiOn2ma6rouLka4n8jnP/95+vrXv65KdL/zne/QV7/6VdX4TKisrKTdu3fbn3NZL4sXjoZMnTpVlfg++uijKOvV0PCM4YFISvvEXZ9KRQSHfHlMG9LHHzHiZv6ffSfSzdFP74JbqxU/uq96tT+NHdXxUQQ2nWyxRX9QIiNRXiMXzr2fESm3o1ISoeCIjh/tD1w3sNb6n6Y50NDsam8gP0hqBiwsLKSHHnpIPeIRq7vqBRdcQGvWrEntCLs4fjY8E1ihbz94zK6ISZZdVlSEL3w36vD9HtzEt8A+FN6nw69jd62axm4aFjwTqJ8TOu+/whEGXlXz8afbIM7PY5frZufhRleveS/b2MeqBjrgwrH7sTmhV9EFFgS2+daHyMgAR2+gQ8eafft7uwE2yutGDc8Euamlq6HJ5lUvJnSZWPlG9SNk7WZkhKM67CPwu5qGI0lu9EnxsxKI8SK64Eeaxm0hqENIuXXNy9/OjxRN2+gCl3OnAzf4Y+O9X9dNTlamfW9Vu9i91w8gRrpRwzNBFHqqaRo/zateTCp+7S8SK+ybrnfhkCOq09uHaJrbfVIO+T0puigE/Z7QI9d8c+CueTd7vPix460T/jmZVnRBvGWpIiXx7O9ioeAHpQE1sUKMGOMZ8S8yIhU1qadp/Osx4kVFimwD70fDNmdfB2dUw42yXj9Kwd3sk3Lc4d3wb0J3rwGXbQL12XfhyjXvYwWW21VYfotAZ3Qh3WtejN9+pktKIEZAKsjgzHX5fmEbWAOVpnGvmiZSFeHPAJGXnUV9XdoS3s+KDrerCySqw5EWvwzbbq4SI03D/PJdeHDsPqeYWASlm+o4oGFCd6vXiHhm/Fr4RHVNDlhFDSIjpkRGfDSw2mma2qaU0gZiYPU1TeNiV8eIZyQvcKsVv1eJzshOugOzswrID69OlBkxzfN+rPmUuva0pDoCGF1Q7f4zolvoB+madysqJWka+X5+UIrICEgFmVh1pGl4cE225JFr/mVwqOjrX5pGujq6MUBIdMHfAcKd1UpkYPZ/cEv3vPvZY6TtsafbwEqOnXv09MzN8lWAc2QgnTJNfq+fjfKY7KxM+2e5JcB1RAPTTtPIwsfHsaYkoF1YERnRjDTz8dPAyiWPUtJamaSJVZqdcZlksQ9lsbFvsmZ3zHy+hk7dGdyczav8IlLVEZydnt0emJ2eC7+iOjz58o/iaowjjeGoUqoVHWzGZGQXZn9FbPAiI251YY1ERjSMNXUQIyAFMdK7wPtumk7KbBNrk/GVNG5X1OytaYyKEPmB5LurA7hKHOh6iinX94E53U0WdZx3NlKKeEjnmhchxb4lqYwKynXTxGlZn/bU8SIaKO+XEnk/KEWaBiQL+zWkuoJLKP1EfCP7kqyo0WFebetdSKc1eW3jCTs1pcPzkq6Q8rsqwtWBWYMRsW+PXMq1SiolqpSOEdHP8+40I6YlRjREpNyqqJFj92tPHbfvV1uM+JmmKQ7/LN6okNPqQQFpGo2wZ0PCp/6LkdQan/m9J43bgxt3tJSwqV/dY6NXKy6lmHTkz9Pc46Xa5+ZV9iaLLlRi6RCBzghmsulU3deMW6lJZyWNX+kxt1LCp1paba+On2mawrxs29cUpFQNxIhGeJXOcOhUNq/TUVGT2qZP/osR6Ry7P40bbNfhY76bb6M7yKZ+7JxmkElpiA+tpYUSa3Xe7NjTJxVkUvJzYHareZiONI1zc7V0rnldQsoNv44Ov4hTSPEeXKlW7x0+doJ4rZmVmUH9fIxKZWRkuNrszy8gRjRip2gKcnxV/elM7PJ66VXiJ7LR1L6a1FeJkmbyO7IjgxsPUKm2VecNt3hwY+Hq5+DMfVLk56Vz7nWErNXPc2WFrisykt7WDTqFlH3saQgpHX11GE4JcYQhHTEl7+P0GAsSPykNYEUNxIgJ5lWfUzRRK64kBzlZmftp/hQkGiO7YKaTpvFbjPRxoa26HdXp18N38SrXS6rnnqM60mdEBsogDcy6Vuhl9n0awGN3wXeh69ijRGyKETUdlTRebCXgFxAjRkRG/K2kcaZpeKBItEMiO9vlmHVGRljEpRo63W21sh/qYyt7O3SapndBZyVTquK1be6fzaTSjTZIVVh+d+0VBku35HQ8IxrKwdumOmQPrtQ9Ixon9DQjI372GHG72Z+fQIxopLYpvFL0u1+HhMqzMzOUgTbRC1YGRA5h+tmkTeCfK9vAp7pClwl9mM7S5BQHiJ1WZGSYz0LKaXhOVYxEBmb/+nS0X+Gmdt6dXUT92m24rYGVz1+qbdV1VdNwo0K5X1M997rSY254XnS0gvdiY1G/gBgxxDPiN5zDlOjI3gR9AJVWqFjCrzoYkoZvhMvcZHDz28DqRnvvSGREhxhJb6dnCRf77RdhBol3oT51IcU6gMW735MiRwQyrcZnUpmR+p46/k+Ktjct1YhavZ6IlBtl1XaaRsOxlwSw1wjESDf1jERN7LXhSa4zZCKSPLYO0vEu7DnSpK17bHQFU3qRER1pmlT70ggyGflZ1ptOStLJPsex+21E5LbqsspNZUKP2im5l//nPl3fiK5KIKbUikqlOqFHqsd0CKl89RFpGpBUaW/vHv57RpxiZK81SScaGZGVpg7SqagR0VXet0CzkEpM/DnhSXSPxh4v9rGnWE2z/dBR9XFEf/+jOhxdYBGRanRBfmc5B34j4j+VqhSJLOTxTsk+bjnhxrE702NaPSMpR0YiqUldx36gIf1dk/0CkRGNSM8Gyav6zZA+PZJL00hkREMljSATwt4UVomyqtdRCZRuVIfPPU+mbADVcf7l2Hky59V2smw7GI7qjBjgvxhxRhdSOffyHhHCfpNqT6CoY+9d4LtXhymzNypM/thZiPA8ysEoP/t0uOXx0rEhp9C/l3u7JvsFxIhG6iwx0kd3ZCThNI2+HiNueEZkMJfBPUhRHfGLcFTH71SBpBKlMV8qK8Udhywx0r8X6SAdA66IdRHvfiORyFTSe7qv+XQ2nJPJnIWIjmtemv2xAD/Zkty+RtxL6MgxPaXsbXdNTnezP7+AGDGgmkafZyTJyIgMbFojI8kdc+zusXrFCEfEkt0zIuIX8T+ywPCqOtUJncuwxUQ5XENkJN3ogmys6GfX29jNw9IR4HoWEE6/TpDKepn+PfOUaZl3QJDrN1Hk9RzJ1DW+lwbMxAoxYkA1jb40TWSA7iyvyHuSyMBmQmQklXSB7lUil0MX5menFB3R2WOkvYk1uWPfbqVouCxWR0l4uubhrpCmCWRkxK6k0SNGeF+jVKtSpJJGRyl7ujuz6wJiROeOvZqraaTXCHsROtvRlFfzvLGfzsiCnKse1iZQye+roz/NlKrnZaeV5qjQsFty++qrptRSNJqiIukIKRbpkTSNZjGSwoSuW4yUORqfSfWg6Y3mnEiPkGQjO5EeI/qOvcJauMhCxnQgRjRx/GSrapGts5rG2WtEyl7jIZUcfu922xZeZaRiBOUdNGV1o1NMpep5kQmxXKMYkfRcsiJw+8FwJc1IjWLE7mSawi7VfJ9yNYouz4hM6Bz6T3ZfI92pSW58xmZK5xgShGqUdCM7kX2Y9B17hZXSlW0kTAdiRLNfhCMTst2zTvUsK+947LHy5uWaBuR0jaBS4paTleF7J0o3Kmqkx4uuVEE6qY5tms2r6aQ6tlQ3qI+jBvbSYqJkuH0+iyGmOom9RsKpVf2NCodaApqFXTLI63WOOSL+k53Qqw2I6gxDZAQk1X21h/879joZPbBQfdxkDbrxkMiJzpV5OhO6s+kW54KDJKSONZ+yrxedUZ1UJ3TxjAzX0GOk7bEnax7eakV1Rg/UJ6TC5uHkO+ByWqfpZIta8OiK6kSv0FMTI0M1+qSkL46kGhOluk5/VKfCOnZeSHJk2HQQGemm5lVhbGl4kN3cmRixIyP6JsO2E3oyFTX7DKgESnXnYXltUX42FWoygLYVgbzqToTW1pAdddPpGVHmYWtL+GQiO1urLTFSEhbtukilomZzVYN93mXHaB3IAkY2qUwELqWV+1vHXkyC/GypZksUGS91isCyonz1d2dPYBDKeyFGNFFnl/Xq8YsIY6xBdpM1cMVD8r1DDIiMyA2eTHRBJiCdkYVUIyN2B1DNKTKOKnEQr/lUq91DoTPYpyOrc91RtVQiO1sOiN9FX2Qk1RSZRDvlHtdFRQppGqnw4/SUrmoaZyk634PJ+HXkd9VpOM/MzLBTZMmKKR1AjGiOjPTRVEkjyIqPPRU1HUwwdtOtPsFO0+iqKmh77NUNx20Dc2dI5Y2YMHWR65gYEj33MgiyEMnJ0jvcJNsnhaM/EtXRab51Xje7k0h1SGRkrG4xkoJ3QV7Lk6nOtCr7y9jTx50PEjXgcssBKe0VMaDbN7IzABU1ECOakLLe4gK9kZFeedn2Xi0b9tfH9SyI0h9ToneF6KxI4VV3orlQU8QIVxbwao+zHImWC+quiEgnumBCFVDbqFSix87Rn4bmUyoapPv4JcUle/wkFRkp1S1GrOhCbVPCvYF22fsw6RWB7NeR6MiOQ41JNcnjtKCutg3t/DpJel50ADFigIFVN9PL+6iPH+yqifn1jdYKi1fFOvaIiLVa4c6GHMZNtBlRpN+C3uiCszQ50Tb8kTSNOWIk0d17RYyYJKT2JJgik9Uk5951lrNLNQ+z1UobdQbfG5Ji0h0ZYQHOficW4IkaQbdaQkqnz6itb2RHgkLQrgLq20NrcQKDyAhI3DOi2cDKnD4sLEbe33Uk5tfX7A6LlEmDi8kEOGwrjcsS9V6YFF1I1jcS2ezMgOhC0pERMfLpP+9SGSF9TzpDyjl1r86lLJrnNa4GSsSvw8fOacD8nEztUR2ekJMVUxKlnVBWRLqRKrBEIyOSStOdoglar5GkIiPDhg1TF1bbx2233Rbz9QsXLmz32vx8vStTU5BuhEUGiJHTKsJiZM3u2pht4d/bflh9PHN4XzIFmdwSWeXy3ij1x09FbWkeJM+LSZEROfZE8+e6u5c6ERMq7yCcSDWQREaG9dc/qRTkZtnnPpEJfbNVBaSzP4qTZMQIV2B9UhkWIxMHmSNGOuvFJEj0R2dJctuoDqe9+Lx2GTGyatUqqqystB+LFy9Wz1999dVx31NUVBT1nl27dqV/1F2A+qZTRpT2MuNKi9SeKdyyef2+uqiv8XNvbzmk/n/e6P5kCkP7hm+y3Qkofilr43PNHhljxEgCQopXt2x2db7PhIF5W4LRBfkddZY4OleJPDHzNS0Gw6BERqLFVOfnXrwlozRXAbUTIwkcO0+cvPUEe6t09qYRhiXZa0TGUBOE1KDe4S0/eBwxfcO8pMTIgAEDqLS01H689NJLNHLkSDr//PPjvoejIc73lJSUuHHcgaf+eDgyIhun6YQHaBEab2w8EPW159bsUxcyVxOYEDJNJReqe3+OtgyxDMOJlDpyW2lexHMlS7+ees3OzkmFqx0621bd2YLfhP40fA6l1DKRCd2OjBiwwo0SIwlEF3bYjebMEiOJHPuG/eHJfFxZEWVrrsBypvdUmbq1P1dH1/zHVlRnsgFp7eysSJrO9PLelP/SJ06coCeffJJuuummDk06R48epYqKCiovL6crrriCNmzY0On3bm5upvr6+qhHV6PBShuYkKZhZo8dqD6+2UaMPLt6r/r4xbMqtJuxUs2FRvwiZqQInemCZAygOkscnc23uNTxVGuo03PPESlO+7EI4B17TWBEEtEF0yIjyUQXZBUvlSC6GTUgbKLdfuhYpzuEi1/EhMiC9IKSQoPOoiP8t+F9xzgCq7NZWxA3zEtZjDz//PNUW1tLN954Y9zXjB07lh577DF64YUXlHBpbW2lWbNm0d694QkuHvPnz6fi4mL7wUKmq1EvnhGNHTWdXGCJEQ4xyo6T3O2RfSSsQS6fUkYmIXn8RCIjEoEwIVXgFCOHjjZTbeOJBM2r+iMLDAvSkQnm/22/iCFCyjmhS4VYPOoaT9oVbzKY60Z6nSTiu5BVsKzqdcN+JxalHGUVU3M8PjbIvJpsW/gP94ajOpMGFxlzzQ9LsYtsYMTIH/7wB7r00ktp0KBBcV8zc+ZMuv7662natGkqlfPss8+qVM9vf/vbDr/3vHnzqK6uzn7s2bOHuhJsnpM0TVGB/jQNM6Awj6YOCYcVl206qD4u+qhKfTxtaB8aqHEr7FiIU52NwJ1N6GI8MyXc3jMvO2Ezom1eNUSMOH0InYuRRmOMt8IEa7UtE148dlmty7mcnXeeNQHppMoij30v8eB74tDRE1F+BxNSwTKhd3bdbKwK/23GGyRGEvXrrLfEyJQhvckUhklkJMFqoECJETahLlmyhG655Zak3peTk0PTp0+nrVu3dvi6vLw8ZXx1ProSHMbj/QIYnXuNtGX2uIFRvpFXLTHy2UmlZBo8Qcj23Bz67QgJT8rGUSat0KUXRGeTognOfEGaaH1S2RCYShpBQv884XWULoj4Rcy5Zvr0zLWv+Y62bxDxzULKBMN2MhU1XPkm5mJ5vQlINLBTMWKZV01pg+Ac97pkZOTxxx+ngQMH0pw5c5J6X0tLC61fv57KyswK+fsN33AMR/E4/24KnxkXNhe/veWgKt1ctTPcd+TSyWb+vWTH4Y0dTIqqpbd1E5o0schA29kGhdKzwJRUgdOY17byKu5+Roakx+QaKMjJUguCjppYScdKk847M7Y0IqY69YsYJL4TFSOywzNHak2oNEwmMsLm1U8MMq+2K+893JjwBpeBECPs+2AxcsMNN1B2drTq5pQMp1iEH//4x/T666/T9u3bafXq1XTdddepqEqyEZWuRiRFk2OUKZTznLyKbTzRQvOeXa+qODh1Y1KKwMnEwUVR7vtY8CqLJx4OE5u0Qh9rRRc6SxfICr3CKmU2gUmDim0vTkcpMhNFIF8H48sKO9z+ILrHiDnHzoy3rpuOIiPbTRcjHUzoIlRMKUlu69fZduBY3H4dfL3zJpK8wNS5QV5beNzj6543rEykpD0wYoTTM7t371ZVNG3h57mXiFBTU0Nf/vKXafz48XTZZZepqpjly5fThAkTqDtTZ/UYMaGs1wkLo/9vStgD9M7WcG+Rz04yMyrCTLQmxY4nlWP2Dal7ozYn08p729GFeOkC9gWwydW0NE1xjxw7YtBRdMTeudSgY0/UNxKppDHr2MeVdR4NDEJkJN4KXSIPIweadezhjR7DE3q8fh0yDvFCwxTzKsPjnlzHnUVidZL06HzxxRerC2nMmDHtvrZs2TLVdVV48MEHVSSES3Wrqqro5ZdfVp6R7o4dGTHILyL8y4zBUZ9fNtk8v0is/H+8DfNkpWXS6lzCvryC4ijUlgMNHaZo+vbMNSpk7QxDS/VArFSkmChNElKJi1jzPCPSoJD5pKo+7oQu6SfTxAgfD8/R3NbgYENzh/erpEXMmtA7bvgnHiqTjLeC7E/UpcQIcLHHiIFihB378y4dpya/Oy4cbUyPhVgM79dTTeichpH21235cG+tnYIyCQ6bTraql9btCR9jvNW5CXtctGWKdewfxYmMiGmYG7WZdp1LySg3p4o1oZsakZJJmjtq8hiyP8auz/z7SMMzEzaZc5KXnWWPJ/HuV5noTTKvtk/VxBMj5lUBCaM7ESMmeEkgRnT2GDGkrLctXz1/JK374cV0x4Xto18mwaHQ04b1jdo/py2rd9caV2onTLN2S35/Z+zdkmXANqVXhJPJg3t3GBkxNUUjYXQWg7zhXKyQu6zO2URpmpDiXh0SNdhoTX5OOOLArdQ5AqF7g7xYjLM8L7EMuNzRV0SsaZER5zHFq4AzsSRZGFMihvnYxz730X/SZx96m963ihZ0ADGitRW8WQNdEJk5op/6uCKGGOE+Fzyx8MB89vDw60zi7BF94x4785FlzJ1okDNf4KgOn1duysbN8eL5FkyMrOXnZNkGyY/2tZ8UZfUoA7hp2L6RGCZWEVIsRDgSYRqSZpKW6U5YiHBn3x65WVRqWF8jp8j4KEZ6j43cYg418boZa0VGtlQ3tDPgclSE+6Pw9dRLo48RYkTjJnmmrbqCyKyR/ezISFsj6DMf7FMfzxjWV5kuTYOPi0Pu3I+j7S64PEBw91vTygQF7l8hRtBYkR0xh0rVkGl0lCKTCV1Kx03D9o1UxhdSph67VDLF6lHDE6VEIEwygApyH/J5b7svk1Q3ceWhiYvM4f17KpHHUbNNbVI1PP40NJ+i3KxI1E0HECMa+4yYmqYJEmxiZX8L59A/2BWZFNnQ+tTK8A7RXzxrKJkId2KdalXVrNgWHR1hcyX7FngAmVpunhhhTq8IR3ZihXal3NqU/UXaMn1o+Lyv2VMTf0I3cIXrPKexKpk2W0LKxNW5M7qw9UBD+wndjkiZKaQ45cgVkNzSvq33Qo5d0lCmkZ2VSadVhNPC0j9KECM3+3R0VhxCjGig3mADa9Dgm+zTVufYxR+HO8Yy/9xxRIVNuRLFxA6ybSM7y7eFS6mF3/9ju/p4wdgBRobbmTOHh8XIqjaREU7bcDUKL26nWN4S05hu+XXW7WlfWr3FyqubGl2YavmfOK3BvhcnW61jN3VC5xJ7XjxwB+q21Uxy3seWmimkuPVBvCoyiYxId2ITOcPy163cES1GJMImkU5dQIxoNLCa1mckqFw0Idw5dvHH1bYrnP/PXDh+oLGTudPzsnzbYfvYeWB7cd1+9f/bZo/Senwdcbq10uIyU/FBMS9/WGmbhk1Mj0nkgKNOXDnjLNU80HBc+WC4F6Hk2U2Dz6mYmtdZ1WIMXz+brTJxE6tRZEIXEfvPNl4piS5I5YeJSCRzVZsJXcSIqZERpxhpm9I2pQoIYkRzB1aQPp8aM0DlO3k1Lg2Vlm4UMRIWKqYyo6KPqpA40NBsd85csGyr6n576aRSuyeGifDmiRy65mNdbaXIOHz90JIt6v//dka50RE1KU9eszsS2ZFNIlX6z1Ah5Wyat9byFUnun3caZh+SqWKEOTuG6ZxTH7KnjqkikDlvdH97ywzpbcTjjekpJobTNL175Kj+P29vDl/nsphw+nl0ATGiAZP7jAQRNlPOGhUe4F7/uFqVr+050qQm+XOtwcNUuLKDd0VmeIA41nyKXtsQFlJf+dQIMp2Ib6RGDc7/8dQaFW04a3hf+vxpQ8hkplvnXbxGyzYdoHtf+lj9/7MTzU3tMdOtqJTTa8QTpKze+boyFaki4+jC8ZMttseIK2k4hVNWbF4ljfN659QvT+gSfeV+Lzymswg0sSRZ4PHwX2eE78n7Fm1U554XxjxWOvvv6AJiRAOm9xkJcqqGxciST8KDxLmj+huz/XtHiOdl6ScH1LFzy2ne9ltWvyZzxrA+tudl0YYqtULk1dfDc2cY1X4/FpIu+MeWQypV8/U/rVaTCg/KN8waRiZzwZgB6uMHu2uUB2Duo+/Rfz73UdT1ZCrjS4tU1ckxaw+s37+9nZ5Yscv+m5i0X1esCf0LVsTve898SI/+Y7tt4ObKMf66ydx6/kjViJDLeO95cYPdtHBQcT717pGr9djMPnNdFJPbwQdZjLBhkks1eYBgPjPe7EFZkOP8547D9OR74UH5c9MGGz0oC+ePDU+Ka/bUqtUWc/3ZFdSvV3ire5Nhvw77RirrjtNnHnhLtebnVftzt80ysjzTCfcR4Yogzv1f89sV9O7Ww3an4S/NrCCT4bLdm84drv7/3Jp99JNXPqFn14TL8D9juJASHxcvFLgQ4f+9/Al98y9ro8StyQwozKNffmG68kT9ZdUe+u7fPlTPn2HAsUOM+AznRrl9OQMx4h4DC/PpvNHhibGm8aQSJqb7RYQRA3qpVtNcYSCVKZ+bGt6w0HTKiguUkZV9Ixzu5c3Erjvb7MlQ4FTGldMjezHxipEHapMNz07uvHCMmlQY/hssvvNT9H+3nxuIceXGWcPoPz49SlWTnWOlWFkIXtVmbyxTS/L/dutMuvfKSep6Fy4PyD177uj+6tph2KzNnDNKfzrb/Bh2F+0xwujsdtcVuf3To1TenCfGOVMGUYmBXRzjceM5w+n7z4fD7DxAm2xAbMttnx5F//74KvV/FiJsbA0K37pojGoud/hoMz30hWmBumbYuM3igxvmfdrwqrG2cDv+b1881v6ce46w5yII0UCGU5BfOrtCpVN/uWQLXTKxlGZYHqQgcPvsUcor9dbmgypacrm1W7tOMkIm7JDTCfX19VRcXEx1dXVUVGRmE6VE4TbZs3++jArzsmn9jy7RfThdjn9sOahK1eaeVaFWMEGBw+33L9pIOw8fo/+aM8HIfUU6gs231fXH6arpg1WlCgDAbJpOtNCbmw4owzN7eHTP38EZrbsI6DHiLZyqkXRNkOCV4rzLxlNQ4VU6ACA4FORm0WWTy8gUsITRVdaLHiMAAACAAmLEZ1BJAwAAAEQDMeIz6DECAAAARAMxoikyYnofAwAAAMAvIEa0tYKHdxgAAACAGNGapkFkBAAAAGAQGfFbjFiRkUJERgAAAAAFxIiuyAg8IwAAAIACYsRn0GcEAAAAiAZixGfQZwQAAACIBmLEZ9AOHgAAAIgGYkSTgRXVNAAAAEAYiBGfd2Y92ow+IwAAAIATiBEfOWpFRRh0YAUAAADCQIxoMK/m52RSbjZOPQAAAAAx4jN16DECAAAAtAPLcx9BjxEAAACgPRAjWnqMYJM8AAAAICUxMmzYMMrIyGj3uO222+K+529/+xuNGzeO8vPzafLkyfTKK68Qdfc0DTbJAwAAAFITI6tWraLKykr7sXjxYvX81VdfHfP1y5cvp2uvvZZuvvlmWrNmDV155ZXq8dFHH1F3bnhWDDECAAAApCZGBgwYQKWlpfbjpZdeopEjR9L5558f8/W//OUv6bOf/Sx997vfpfHjx9O9995LM2bMoF//+tfUHaltDIuR3hAjAAAAQPqekRMnTtCTTz5JN910k0rVxGLFihV04YUXRj13ySWXqOc7orm5merr66MeXSlNg8gIAAAA4IIYef7556m2tpZuvPHGuK+pqqqikpKSqOf4c36+I+bPn0/FxcX2o7y8nLoC8IwAAAAALoqRP/zhD3TppZfSoEGDyG3mzZtHdXV19mPPnj3UFai1IiO9e+TqPhQAAADAGFKqMd21axctWbKEnn322Q5fx76S6urqqOf4c36+I/Ly8tSjq4E0DQAAAOBSZOTxxx+ngQMH0pw5czp83cyZM2np0qVRz3EFDj/fHalrPKE+wjMCAAAApCFGWltblRi54YYbKDs7OrBy/fXXqxSL8M1vfpMWLVpEDzzwAG3cuJHuueceev/99+n222+n7ohERnr3yNF9KAAAAEBwxQinZ3bv3q2qaNrCz3P/EWHWrFn01FNP0e9+9zuaOnUq/f3vf1fG10mTJlF3o7U1hDQNAAAAEIOMUCgUIsPh0l6uqmEza1FREQW1FfyUe15X/99472cpPydL9yEBAAAARszf2JvGJ+qshmd52ZkQIgAAAIADiBGfQCUNAAAAEBuIEb9bwcO8CgAAAEQBMeITh481q499e6LhGQAAAOAEYsQnao6Fe4z069n1mrkBAAAA6QAx4hNHLDHSpyd6jAAAAABOIEZ84rAlRvoiMgIAAABEATHic2SkHzwjAAAAQBQQI76naWBgBQAAAJxAjPgEIiMAAABAbCBGfBYjKO0FAAAAooEY8WmTvJpGeEYAAACAWECM+NQKvtXajrB3D3hGAAAAACcQIz6W9RbmZ1NuNk45AAAA4AQzow/UWimaPoiKAAAAAO2AGPFxk7w+2CQPAAAAaAfEiA+IebUYkREAAACgHRAjPoDICAAAABAfiBEfqG2CZwQAAACIB8SID9RYnpHiAuzYCwAAALQFYsTXahqIEQAAAKAtECN+ekawSR4AAADQDogRH9M06L4KAAAAtAdixMc0TW94RgAAAIB2QIz4WtqLfWkAAACAtkCMeMzxky3UdLJF/b93TxhYAQAAgLZAjPgUFcnKzKDCvGyvfxwAAAAQOCBGfGp4xn6RjIwMr38cAAAAEDggRjym5phU0iBFAwAAAMQCYsS3hmcwrwIAAACxgBjxrccIIiMAAABALCBG/PKMIDICAAAAuCNG9u3bR9dddx3169ePCgoKaPLkyfT+++/Hff2yZcuUcbPto6qqirpXjxFERgAAAIBYJFVrWlNTQ+eccw7Nnj2bXn31VRowYABt2bKF+vTp0+l7N23aREVFRfbnAwcOpO5AzTFERgAAAADXxMh9991H5eXl9Pjjj9vPDR8+PKH3svjo3bs3dTdqm+AZAQAAAFxL07z44ot0+umn09VXX63ExfTp0+n3v/99Qu+dNm0alZWV0UUXXUTvvvtuh69tbm6m+vr6qEdQQTUNAAAA4KIY2b59Oy1YsIBGjx5Nr732Gn3ta1+jb3zjG/THP/4x7ntYgDzyyCP0zDPPqAdHVi644AJavXp13PfMnz+fiouL7Qe/J6igmgYAAADomIxQKBSiBMnNzVWRkeXLl9vPsRhZtWoVrVixItFvQ+effz4NHTqUnnjiibiREX4IHBlhQVJXVxflOwkCp/+/JXToaDO98o3zaMKgYB07AAAAkA48f3NQobP5O6nICEc5JkyYEPXc+PHjaffu3Ukd3Jlnnklbt26N+/W8vDx10M5HEGGdZ6dpsEkeAAAAkL4Y4UoaropxsnnzZqqoqEjm29DatWuVsOnqHG0+Radaw4EndGAFAAAAXKimufPOO2nWrFn005/+lK655hpauXIl/e53v1MPYd68eaoXyf/+7/+qzx966CFVcTNx4kQ6fvw4Pfroo/TGG2/Q66+/Tt2lx0hedibl52TpPhwAAAAg+GLkjDPOoOeee04Jjh//+MdKZLDYmDt3rv2aysrKqLTNiRMn6Nvf/rYSKD169KApU6bQkiVLVK+S7tPwDPvSAAAAAK4YWE03wJjG25sP0vWPraRxpYW06I5P6T4cAAAAIPgGVpAcaHgGAAAAdA7EiIeg4RkAAADQORAjHlJzTFrBwzMCAAAAxANixENqm6weI9ixFwAAAIgLxIgP1TS9IUYAAACAuECMeEiN1X0VaRoAAAAgPhAjPmyShz4jAAAAQHwgRnyopkGaBgAAAIgPxIiHHDkaFiP9eqKaBgAAAIgHxIhHNJ9qoYbmU+r//XrmefVjAAAAgMADMeIRR46FoyLZmRlUVJDUFkAAAABAtwJixCMOWymavj1zKSMjw6sfAwAAAAQeiBGPOGxFRvr1QooGAAAA6AiIEY84fLRZfYR5FQAAAOgYiBGPPSP9eqGSBgAAAOgIiBGPOOTwjAAAAAAgPhAjHqdp+sMzAgAAAHQIxIjXaRpERgAAAIAOgRjxiINiYEVkBAAAAOgQiBGP2F97XH0sK8736kcAAAAAXQKIEQ84caqVDlmREYgRAAAAoGMgRjyguj4cFcnNzkQ1DQAAANAJECMeUFkXSdGgFTwAAADQMRAjHlBZ16Q+IkUDAAAAdA7EiKeRkQIvvj0AAADQpYAY8YDKWkRGAAAAgESBGPHYMwIAAACAjoEY8YAqq5qmFGkaAAAAoFMgRjwADc8AAACAxIEYcRk0PAMAAACSA2LEZdDwDAAAAEgOiBGv/CJFaHgGAAAAeCJG9u3bR9dddx3169ePCgoKaPLkyfT+++93+J5ly5bRjBkzKC8vj0aNGkULFy6krkqVVUlTikoaAAAAwH0xUlNTQ+eccw7l5OTQq6++Sh9//DE98MAD1KdPn7jv2bFjB82ZM4dmz55Na9eupTvuuINuueUWeu2116hLi5EilPUCAAAAiZBNSXDfffdReXk5Pf744/Zzw4cP7/A9jzzyiHoNixZm/Pjx9M4779CDDz5Il1xyCXXdsl6IEQAAAMD1yMiLL75Ip59+Ol199dU0cOBAmj59Ov3+97/v8D0rVqygCy+8MOo5FiH8fDyam5upvr4+6hFEzwgAAAAAXBYj27dvpwULFtDo0aNVmuVrX/safeMb36A//vGPcd9TVVVFJSUlUc/x5ywwmprCbdPbMn/+fCouLrYfHI0JCvCMAAAAAB6KkdbWVmVE/elPf6qiIl/5ylfoy1/+skrFuMm8efOorq7OfuzZs4eCJkZKEBkBAAAA3BcjZWVlNGHChKjn2AOye/fuuO8pLS2l6urqqOf486KiIlWNEwuuuuGvOx9BoLU1ZPcZwb40AAAAgAdihCtpNm3aFPXc5s2bqaKiIu57Zs6cSUuXLo16bvHixer5rsbhYyfoVGuIMjKIBhTm6T4cAAAAoOuJkTvvvJPee+89labZunUrPfXUU/S73/2ObrvttqgUy/XXX29/fuuttyqvyV133UUbN26khx9+mJ5++mn1vboaEhXp3yuPcrLQTw4AAABIhKRmzDPOOIOee+45+vOf/0yTJk2ie++9lx566CGaO3eu/ZrKysqotA2X9b788ssqGjJ16lRV4vvoo492ybLeSssvghQNAAAAkDgZoVAoRIbDlTdcVcNmVpP9I0+8t4u+//xHdNGEEvr99afrPhwAAAAgEPM3cgkuUo3ICAAAAJA0ECMepGlQ1gsAAAAkDsSIBwZWdF8FAAAAEgdixINW8DCwAgAAAIkDMeJF91VskgcAAAAkDMSISzQcP0lHm0+p/yNNAwAAACQOxIjLfpGi/GzqmZft1rcFAAAAujwQI643PIu93w4AAAAAYgMx4nZZL/wiAAAAQFJAjLhsXi0rynfrWwIAAADdAogRlyMjpYiMAAAAAEkBMeKygRU9RgAAAIDkgBhxif21TeojPCMAAABAckCMuABvfLzrcKP6f0XfHm58SwAAAKDbADHiAtX1zdR0soWyMjOoHGIEAAAASAqIERfYfvCo+jikTwHlZOGUAgAAAMmAmdMFPtxXpz5OKCty49sBAAAA3QqIERdYt6dWfZxa3tuNbwcAAAB0KyBG3BQjQyBGAAAAgGSBGEmTA/XHaX/dccrMIJoypDjdbwcAAAB0OyBG0mStFRUZPbAQu/UCAAAAKQAxkibr9opfBFERAAAAIBUgRlyKjEwr75PutwIAAAC6JRAjadDaGqIP94TLehEZAQAAAFIDYiQNth86Rg3Npyg/J5PGlhSm860AAACAbgvEiAslvZMHF1M2Oq8CAAAAKQEx4oJ5dQr6iwAAAAApAzHiQmRkGjqvAgAAACkDMZIizada6OPKevV/iBEAAAAgdSBGUuSTygY62RKiPj1y1G69AAAAAEgNiBEXNsfLyMhI9dsAAAAA3R6IkRTB5ngAAACABjFyzz33qCiA8zFu3Li4r1+4cGG71+fn51NXYA3MqwAAAIArZCf7hokTJ9KSJUsi3yC7429RVFREmzZtsj/vCimNfbVNtOPQMbVT74yhaAMPAAAA+CpGWHyUlpYm/HoWH8m8Pgj8Y/NBu4qmuEeO7sMBAAAAupdnZMuWLTRo0CAaMWIEzZ07l3bv3t3h648ePUoVFRVUXl5OV1xxBW3YsKHTn9Hc3Ez19fVRD5N4yxIjnxozQPehAAAAAN1LjJx11lnKB7Jo0SJasGAB7dixg8477zxqaGiI+fqxY8fSY489Ri+88AI9+eST1NraSrNmzaK9e/d2+HPmz59PxcXF9oOFjCkcPtpMSz85oP5/4fgS3YcDAAAABJ6MUCgUSvXNtbW1Kurxi1/8gm6++eZOX3/y5EkaP348XXvttXTvvfd2GBnhh8CRERYkdXV1yoOikwXLttF9izbSlCHF9OLt52o9FgAAAMBkeP7moEJn83fSnhEnvXv3pjFjxtDWrVsTen1OTg5Nnz6909fn5eWph2nsr22iR97apv5/3dkVug8HAAAA6BKk1WeE/SDbtm2jsrKyhF7f0tJC69evT/j1JnGypZW+9qfVVNd0Uu3S+y/TB+s+JAAAAKD7iZHvfOc79NZbb9HOnTtp+fLldNVVV1FWVpZKuzDXX389zZs3z379j3/8Y3r99ddp+/bttHr1arruuuto165ddMstt1DQ+NUbW1Wjs+KCHHp47gzKzkK/OAAAAMANkkrTsPGUhcfhw4dpwIABdO6559J7772n/s9wZU1mZmSSrqmpoS9/+ctUVVVFffr0odNOO02JmAkTJlCQYBHymzfDqaV7r5xE5X176D4kAAAAoMuQloHVNAOM2xxoOE4bKxvov57/iHYfaaQ5U8roN1+c4dvPBwAAAIKMLwbWoPOHd3bQniONyg9yqiVEJ1vDH+uPn6RtB4/SniNN9msHFefTT6+crPV4AQAAgK5ItxYjL324n9bsDu++GwvuXD+8X08aX1ZE37p4DLqtAgAAAB7QrcXIv84YQueM7E/ZWRmUk5VJ2ZkZlJWZQT3zsqmibw+aNKSYivLR7h0AAADwkm4tRtArBAAAANAP6lMBAAAAoBWIEQAAAABoBWIEAAAAAFqBGAEAAACAViBGAAAAAKAViBEAAAAAaAViBAAAAABagRgBAAAAgFYgRgAAAACgFYgRAAAAAGgFYgQAAAAAWoEYAQAAAIBWIEYAAAAAoJVA7NobCoXUx/r6et2HAgAAAIAEkXlb5vFAi5GGhgb1sby8XPehAAAAACCFeby4uDju1zNCnckVA2htbaX9+/dTYWEhZWRkuKrYWODs2bOHioqKXPu+XRGcK5wvXFv6wX2IcxW064olBguRQYMGUWZmZrAjI/wLDBkyxLPvzycfYgTnCteWXnAf4lzhuuqa92BHEREBBlYAAAAAaAViBAAAAABa6dZiJC8vj374wx+qjwDnCtcW7kPTwZiFc9VVr6tAGFgBAAAA0HXp1pERAAAAAOgHYgQAAAAAWoEYAQAAAIBWIEYAAAAAoJUuL0Z+85vf0LBhwyg/P5/OOussWrlyZYev/9vf/kbjxo1Tr588eTK98sor1F1I5lwtXLhQdcN1Pvh93YG3336bLr/8ctVRkH/v559/vtP3LFu2jGbMmKHc6qNGjVLnrzuQ7Lni89T2uuJHVVUVdXXmz59PZ5xxhuo0PXDgQLryyitp06ZNnb6vO45ZqZyr7jpmLViwgKZMmWI3NJs5cya9+uqrxl1TXVqM/PWvf6VvfetbqmRp9erVNHXqVLrkkkvowIEDMV+/fPlyuvbaa+nmm2+mNWvWqAucHx999BF1dZI9Vwxf2JWVlfZj165d1B04duyYOj8s3hJhx44dNGfOHJo9ezatXbuW7rjjDrrlllvotddeo65OsudK4InFeW3xhNPVeeutt+i2226j9957jxYvXkwnT56kiy++WJ3DeHTXMSuVc9Vdx6whQ4bQz372M/rggw/o/fffp09/+tN0xRVX0IYNG8y6pkJdmDPPPDN022232Z+3tLSEBg0aFJo/f37M119zzTWhOXPmRD131llnhb761a+GujrJnqvHH388VFxcHOru8C303HPPdfiau+66KzRx4sSo5/7t3/4tdMkll4S6E4mcqzfffFO9rqamJtTdOXDggDoXb731VtzXdOcxK9lzhTErQp8+fUKPPvpoyKRrqstGRk6cOKGU4IUXXhi1xw1/vmLFipjv4eedr2c4OhDv9d35XDFHjx6liooKtcFSR0q7u9Ndr6t0mDZtGpWVldFFF11E7777LnVH6urq1Me+ffvGfQ2urcTPFdPdx6yWlhb6y1/+oiJInK4x6ZrqsmLk0KFD6sSXlJREPc+fx8s/8/PJvL47n6uxY8fSY489Ri+88AI9+eSTamflWbNm0d69e3066uAQ77rinTKbmpq0HZeJsAB55JFH6JlnnlEPnjQuuOAClTrsTvD9xOm8c845hyZNmhT3dd11zErlXHXnMWv9+vXUq1cv5Vm79dZb6bnnnqMJEyYYdU0FYtdeYB6sqp3Kmm/q8ePH029/+1u69957tR4bCC48YfDDeV1t27aNHnzwQXriiSeou8B+CM7Rv/POO7oPpcucq+48Zo0dO1b51TiC9Pe//51uuOEG5buJJ0h00GUjI/3796esrCyqrq6Oep4/Ly0tjfkefj6Z13fnc9WWnJwcmj59Om3dutWjowwu8a4rNtMVFBRoO66gcOaZZ3ar6+r222+nl156id58801lPuyI7jpmpXKuuvOYlZubq6r4TjvtNFWJxKbyX/7yl0ZdU5ld+eTziV+6dKn9HIfl+PN4uTJ+3vl6hp3a8V7fnc9VWzjNw6FADrODaLrrdeUWvKLrDtcVe3x5cuUQ+htvvEHDhw/v9D3d9dpK5Vy1pTuPWa2trdTc3GzWNRXqwvzlL38J5eXlhRYuXBj6+OOPQ1/5yldCvXv3DlVVVamvf+lLXwrdfffd9uvffffdUHZ2dujnP/956JNPPgn98Ic/DOXk5ITWr18f6uoke65+9KMfhV577bXQtm3bQh988EHoC1/4Qig/Pz+0YcOGUFenoaEhtGbNGvXgW+gXv/iF+v+uXbvU1/k88fkStm/fHurRo0fou9/9rrqufvOb34SysrJCixYtCnV1kj1XDz74YOj5558PbdmyRd133/zmN0OZmZmhJUuWhLo6X/va11SF2rJly0KVlZX2o7Gx0X4NxqzUz1V3HbPuvvtuVWW0Y8eO0Icffqg+z8jICL3++utGXVNdWowwv/rVr0JDhw4N5ebmqvLV9957z/7a+eefH7rhhhuiXv/000+HxowZo17P5Zgvv/xyqLuQzLm644477NeWlJSELrvsstDq1atD3QEpP237kPPDH/l8tX3PtGnT1PkaMWKEKjPsDiR7ru67777QyJEj1STRt2/f0AUXXBB64403Qt2BWOeJH85rBWNW6uequ45ZN910U6iiokL93gMGDAh95jOfsYWISddUBv/jbewFAAAAAKAbekYAAAAAEAwgRgAAAACgFYgRAAAAAGgFYgQAAAAAWoEYAQAAAIBWIEYAAAAAoBWIEQAAAABoBWIEAAAAAFqBGAEAAACAViBGAAAAAKAViBEAAAAAaAViBAAAAACkk/8fy+YiaYvNesYAAAAASUVORK5CYII=", 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LkyS1tLQM2pMlPz9f1dXVKisr044dO5STk6Nt27Zp9erVkfsUY1R98zlJ0jWz05RkZ9NhAACGYzP8M2DHOI/Ho7S0NHV0dCg1dWz0Vvz7L/+mn/7xlO4vztemO662uhwAAGIu1O9v/t96C714ukOStOiKNIsrAQAgvhFYLNLr9QU2jLt29jRriwEAIM4RWCzy2tvn1dPnU4ojUXnTJ1tdDgAAcY3AYpEXT5+T1D8clJAw/KZ7AACAwGIZ//yVa2YzfwUAgJEQWCzy4lsDgYUJtwAAjIjAYoGePp8a3Z2SpGvpYQEAYEQEFgv8/Z2BCbfORM1hwi0AACMisFjgxEDvyoLslMs+5RoAAPQjsFig0d2//8qC7LGxIy8AAFYjsFjA38MyPzvF4koAABgbCCwWeKWlP7AsnEVgAQAgFASWGDt3oUduz0VJ0lVZBBYAAEJBYImxVwaGg2anT1KKM8niagAAGBsILDH2/hVCAAAgNASWGHuFFUIAAJhGYImxV1ghBACAaQSWGDIMQ68yJAQAgGkElhh629Otrh6v7Ak25WVMsbocAADGDAJLDL3eel6SlJcxWcmJXHoAAELFt2YM/f2d/sAyb8ZUiysBAGBsIbDEEIEFAIDwEFhiyD8kdOVMAgsAAGYQWGLoUg8LE24BADCDwBIjnRd79banW5I0jx4WAABMIbDEyBvvdEmSZqY4lMozhAAAMIXAEiP++StMuAUAwDwCS4wE5q/MZP4KAABmEVhihCXNAACEj8ASI2+2XZAk5WfSwwIAgFkElhgwDEOn3u2fdDuXZwgBAGAagSUGWju7dbHXJ3uCTVekT7K6HAAAxhwCSwy82dbfu3LFtElKsnPJAQAwi2/PGDj1bv/8lbyMyRZXAgDA2ERgiYFT7f09LAQWAADCQ2CJgVPt/T0sTLgFACA8BJYY8AeWOdPpYQEAIBwEligzDENvDgwJzWUPFgAAwkJgibJzF3rVebFPEj0sAACEi8ASZf7elexUp5xJdourAQBgbCKwRFlg/gorhAAACBuBJcr8gSWP4SAAAMJGYImyt86yQggAgNEisETZW2ffkyTNns4zhAAACBeBJcreOtffw3LFNHpYAAAIF4Elirw+Qy3nLkqSZvOUZgAAwkZgiaK3PRfV5zOUmGBTVqrT6nIAABizCCxRdPpc//yVWdOcsifYLK4GAICxi8ASRf4VQrOZvwIAwKgQWKLo9MAKoSuYvwIAwKgQWKIosKSZwAIAwKgQWKLIP4flimkEFgAARoPAEkWXeliYwwIAwGgQWKLE5zMCPSwMCQEAMDoElihpO9+tnj6fEmxSdhp7sAAAMBoElih5a6B3JTvVqSQ7lxkAgNHgmzRKWNIMAEDkEFiixN3R/wyhWWkEFgAARiuswLJz507l5+fL6XTK5XLp8OHDl21fW1srl8slp9OpgoICVVZWDvr7/v37VVhYqGnTpmnKlCm6/vrr9dOf/jSc0uJGSyCwMH8FAIDRMh1Y9u3bp/Xr12vTpk2qr69XcXGxVqxYoaampqDtT548qZUrV6q4uFj19fXauHGj1q1bp6qqqkCb6dOna9OmTaqrq9MLL7ygL37xi/riF7+oZ555JvxPZjG3Z2AOC4EFAIBRsxmGYZg5YenSpVqyZIl27doVOLZw4UKtWrVKFRUVQ9o/+OCDOnDggBobGwPHSktLdfz4cdXV1Q377yxZskR33HGHvvvd74ZUl8fjUVpamjo6OpSammriE0XHP+78g/7adE6VX1iiTyyaZXU5AADEpVC/v031sPT09OjYsWMqKSkZdLykpERHjhwJek5dXd2Q9suXL9fRo0fV29s7pL1hGPrtb3+rEydO6JZbbhm2lu7ubnk8nkGveOKfw5LNHBYAAEbNVGBpa2uT1+tVVlbWoONZWVlyu91Bz3G73UHb9/X1qa2tLXCso6NDU6dOVXJysu644w79+Mc/1j/8wz8MW0tFRYXS0tICr9zcXDMfJaq8PkNvd3ZLYg4LAACRENakW5vNNuh3wzCGHBup/QePp6SkqKGhQX/5y1/0H//xHyovL9ehQ4eGfc8NGzaoo6Mj8Gpubg7jk0RH2/lueX2G7Ak2ZU51WF0OAABjXqKZxpmZmbLb7UN6U1pbW4f0ovhlZ2cHbZ+YmKiMjIzAsYSEBF155ZWSpOuvv16NjY2qqKjQxz72saDv63A45HDEZxjwrxCameKQPWH4IAcAAEJjqoclOTlZLpdLNTU1g47X1NRo2bJlQc8pKioa0v7gwYMqLCxUUlLSsP+WYRjq7u42U17ccHewQggAgEgy1cMiSeXl5Vq7dq0KCwtVVFSkRx99VE1NTSotLZXUP1Rz+vRpPfHEE5L6VwRt375d5eXluv/++1VXV6fdu3dr7969gfesqKhQYWGh5s2bp56eHlVXV+uJJ54YtBJpLHGzBwsAABFlOrCsWbNG7e3t2rx5s1paWrRo0SJVV1crLy9PktTS0jJoT5b8/HxVV1errKxMO3bsUE5OjrZt26bVq1cH2nR1demrX/2q3nrrLU2aNEkLFizQz372M61ZsyYCHzH2WjwDK4RSWSEEAEAkmN6HJV7F0z4s33iyXr9qOKNNKxfq/lsKLK0FAIB4FpV9WBCalsAeLAwJAQAQCQSWKGAOCwAAkUVgiTDDMOQemMOSlUpgAQAgEggsEXb2Qq96+nySCCwAAEQKgSXC/MNBmVOTlZzI5QUAIBL4Ro2w1s7+wDIjhd4VAAAihcASYe8MPPRwRkp8PjYAAICxiMASYa0DgWUmgQUAgIghsETYOwQWAAAijsASYQwJAQAQeQSWCPNPup3JpFsAACKGwBJhgTksqfSwAAAQKQSWCAsMCU0lsAAAECkElgg6392nCz1eSfSwAAAQSQSWCGodeIbQVEeiJicnWlwNAADjB4ElglghBABAdBBYIqiVwAIAQFQQWCKIXW4BAIgOAksEMSQEAEB0EFgiiE3jAACIDgJLBPEcIQAAooPAEkEMCQEAEB0ElghilRAAANFBYImQPq9PZy/0SCKwAAAQaQSWCDl7oVeGIdlsUvrkZKvLAQBgXCGwREh7V/9w0PTJybIn2CyuBgCA8YXAEiHt5/uHgzKm0rsCAECkEVgipO38QA/LFAILAACRRmCJkHe7/D0sTLgFACDSCCwR4h8SyqSHBQCAiCOwRIh/0i09LAAARB6BJULamHQLAEDUEFgipH1g0m3GFHpYAACINAJLhLR30cMCAEC0EFgi5F3/kBCTbgEAiDgCSwRc7PWqs7tPEpNuAQCIBgJLBPj3YEmy25TqTLS4GgAAxh8CSwQEtuWf4pDNxnOEAACINAJLBLQF9mBh/goAANFAYIkA/4RbniMEAEB0EFgiwL/LbSYTbgEAiAoCSwS0s6QZAICoIrBEwKVt+elhAQAgGggsEdDOpFsAAKKKwBIBZwf2YZk+mcACAEA0EFgi4N0L/YElnTksAABEBYElAs519UqS0icnWVwJAADjE4FllHq9vsBzhNIZEgIAICoILKN0dmA4KMEmpU6ihwUAgGggsIzSuQv9w0Fpk5JkT+A5QgAARAOBZZT8K4QYDgIAIHoILKN0lhVCAABEHYFllM5eYIUQAADRRmAZJX8PyzSGhAAAiBoCyygFdrllSAgAgKghsIySf0hoGkNCAABEDYFllFglBABA9IUVWHbu3Kn8/Hw5nU65XC4dPnz4su1ra2vlcrnkdDpVUFCgysrKQX9/7LHHVFxcrPT0dKWnp+v222/Xn//853BKi7nAKiECCwAAUWM6sOzbt0/r16/Xpk2bVF9fr+LiYq1YsUJNTU1B2588eVIrV65UcXGx6uvrtXHjRq1bt05VVVWBNocOHdLnPvc5Pffcc6qrq9OcOXNUUlKi06dPh//JYuQcq4QAAIg6m2EYhpkTli5dqiVLlmjXrl2BYwsXLtSqVatUUVExpP2DDz6oAwcOqLGxMXCstLRUx48fV11dXdB/w+v1Kj09Xdu3b9ddd90VUl0ej0dpaWnq6OhQamqqmY80KtdvPqhzF3p1sOwWXZWVErN/FwCA8SDU729TPSw9PT06duyYSkpKBh0vKSnRkSNHgp5TV1c3pP3y5ct19OhR9fb2Bj3nwoUL6u3t1fTp04etpbu7Wx6PZ9Ar1rw+Qx3v+XtYGBICACBaTAWWtrY2eb1eZWVlDTqelZUlt9sd9By32x20fV9fn9ra2oKe89BDD+mKK67Q7bffPmwtFRUVSktLC7xyc3PNfJSI8LzXK3//FKuEAACInrAm3dpsgx/yZxjGkGMjtQ92XJJ+8IMfaO/evdq/f7+cTuew77lhwwZ1dHQEXs3NzWY+QkS8OzDhNsWRqCQ7C64AAIiWRDONMzMzZbfbh/SmtLa2DulF8cvOzg7aPjExURkZGYOOb9myRd/73vf07LPP6tprr71sLQ6HQw6Hw0z5EXeO5wgBABATproFkpOT5XK5VFNTM+h4TU2Nli1bFvScoqKiIe0PHjyowsJCJSVdGkb54Q9/qO9+97v6zW9+o8LCQjNlWeZsFyuEAACIBdPjGOXl5Xr88ce1Z88eNTY2qqysTE1NTSotLZXUP1Tz/pU9paWlOnXqlMrLy9XY2Kg9e/Zo9+7deuCBBwJtfvCDH+ib3/ym9uzZo7lz58rtdsvtduv8+fMR+IjR8y7PEQIAICZMDQlJ0po1a9Te3q7NmzerpaVFixYtUnV1tfLy8iRJLS0tg/Zkyc/PV3V1tcrKyrRjxw7l5ORo27ZtWr16daDNzp071dPTo3/6p38a9G9961vf0re//e0wP1r0+YeEeI4QAADRZXoflnhlxT4sDz/9iipr/64v3jxX3/rUh2PybwIAMJ5EZR8WDNbx3sCQ0CR6WAAAiCYCyyj4N41Lm2R6ZA0AAJhAYBmFQGBhlRAAAFFFYBmFSz0sBBYAAKKJwDIKlwILc1gAAIgmAssodFyghwUAgFggsITJ5zPU2d0nicACAEC0EVjC1HmxL/CkZgILAADRRWAJk3/+yqQku5ITuYwAAEQT37RhOjewaRy9KwAARB+BJUwsaQYAIHYILGEisAAAEDsEljCxyy0AALFDYAkTPSwAAMQOgSVMBBYAAGKHwBImD4EFAICYIbCEiR4WAABih8ASJgILAACxQ2AJ0zkefAgAQMwQWMLk72FJJbAAABB1BJYw+QPLNPZhAQAg6ggsYfD6DHVe7JPEkBAAALFAYAlD58XewM8EFgAAoo/AEgb/cNDkZLuS7FxCAACijW/bMLCkGQCA2CKwhIHAAgBAbBFYwsCSZgAAYovAEgbPe/0rhFKdBBYAAGKBwBIG/yqh1EmJFlcCAMDEQGAJg8cfWOhhAQAgJggsYfBvGpfipIcFAIBYILCEgcACAEBsEVjC4J/DksKQEAAAMUFgCYOHHhYAAGKKwBIG/5AQk24BAIgNAksYPO/5h4ToYQEAIBYILGFgDgsAALFFYDHJMAyd7/YPCdHDAgBALBBYTOrq8cpn9P9MDwsAALFBYDHJPxyUmGCTM4nLBwBALPCNa1JghdCkJNlsNourAQBgYiCwmMQKIQAAYo/AYhLb8gMAEHsEFpP8T2pOcTDhFgCAWCGwmEQPCwAAsUdgMen9k24BAEBsEFhMurTLLT0sAADECoHFJA/b8gMAEHMEFpMuPamZHhYAAGKFwGISk24BAIg9AotJPKkZAIDYI7CYdGlIiMACAECsEFhMYkgIAIDYI7CYxLOEAACIPQKLCT6fofM9/h4WhoQAAIgVAosJ53v6ZBj9P9PDAgBA7BBYTPDPX0m2J8iZZLe4GgAAJg4Ciwlsyw8AgDXCCiw7d+5Ufn6+nE6nXC6XDh8+fNn2tbW1crlccjqdKigoUGVl5aC/v/TSS1q9erXmzp0rm82mrVu3hlNW1HV19/ewTCWwAAAQU6YDy759+7R+/Xpt2rRJ9fX1Ki4u1ooVK9TU1BS0/cmTJ7Vy5UoVFxervr5eGzdu1Lp161RVVRVoc+HCBRUUFOjhhx9WdnZ2+J8myvxDQlOSCSwAAMSS6cDyyCOP6N5779V9992nhQsXauvWrcrNzdWuXbuCtq+srNScOXO0detWLVy4UPfdd5/uuecebdmyJdDmhhtu0A9/+EN99rOflcPhCP/TRFlXt1cSPSwAAMSaqcDS09OjY8eOqaSkZNDxkpISHTlyJOg5dXV1Q9ovX75cR48eVW9vr8lyL+nu7pbH4xn0irbz3f31TnUQWAAAiCVTgaWtrU1er1dZWVmDjmdlZcntdgc9x+12B23f19entrY2k+VeUlFRobS0tMArNzc37PcK1Xl/DwuBBQCAmApr0q3NZhv0u2EYQ46N1D7YcTM2bNigjo6OwKu5uTns9wqVf9LtFAILAAAxZeqbNzMzU3a7fUhvSmtr65BeFL/s7Oyg7RMTE5WRkWGy3EscDkfM57uc7+Y5QgAAWMFUD0tycrJcLpdqamoGHa+pqdGyZcuCnlNUVDSk/cGDB1VYWKikpLG1vb0/sLBKCACA2DI9JFReXq7HH39ce/bsUWNjo8rKytTU1KTS0lJJ/UM1d911V6B9aWmpTp06pfLycjU2NmrPnj3avXu3HnjggUCbnp4eNTQ0qKGhQT09PTp9+rQaGhr0+uuvR+AjRs75i+zDAgCAFUx/865Zs0bt7e3avHmzWlpatGjRIlVXVysvL0+S1NLSMmhPlvz8fFVXV6usrEw7duxQTk6Otm3bptWrVwfanDlzRosXLw78vmXLFm3ZskUf/ehHdejQoVF8vMgKbBznYFt+AABiyWb4Z8COcR6PR2lpaero6FBqampU/o3P/Fed/nzyXW3/l8X65LU5Ufk3AACYSEL9/uZZQiZc6mFhSAgAgFgisJhwnsACAIAlCCwm8PBDAACsQWAxgYcfAgBgDQJLiHq9PnX3+SSxcRwAALFGYAmRfzhIYmt+AABijcASIv+EW0digpLsXDYAAGKJb94QsUIIAADrEFhCxJOaAQCwDoElROe7vZLoYQEAwAoElhAFHnxIYAEAIOYILCFi0zgAAKxDYAlRJ3NYAACwDIElRDz4EAAA6xBYQnRpWbPd4koAAJh4CCwhuhRYkiyuBACAiYfAEiL/KqEp9LAAABBzBJYQMYcFAADrEFhC1MmyZgAALENgCRFb8wMAYB0CS4j8k25TCCwAAMQcgSVE9LAAAGAdAkuIOnmWEAAAliGwhMDrM9Td55NEDwsAAFYgsITgQk9f4OfJyezDAgBArBFYQnChxytJsifY5EjkkgEAEGt8+4bAP+F2crJdNpvN4moAAJh4CCwh8PewTElm/goAAFYgsIQg0MPCc4QAALAEgSUE9LAAAGAtAksIunouzWEBAACxR2AJwYXugR4W9mABAMASBJYQ0MMCAIC1CCwhYA4LAADWIrCEwL/TLauEAACwBoElBF0Dc1gYEgIAwBoElhAEelgYEgIAwBIElhB0Beaw0MMCAIAVCCwhuBDY6ZYeFgAArEBgCUEXq4QAALAUgSUErBICAMBaBJYQBHa6pYcFAABLEFhCwE63AABYi8ASAp4lBACAtQgsIzAMI9DDwrJmAACsQWAZQXefTz6j/2eWNQMAYA0Cywj8Dz6UpElJ9LAAAGAFAssIugY2jZuUZJc9wWZxNQAATEwElhH4e1imsAcLAACWIbCMoIsHHwIAYDkCywj8S5rZgwUAAOsQWEbApnEAAFiPwDIC/3OE2DQOAADrEFhG0MWQEAAAliOwjCDQw8KkWwAALENgGUGgh4VlzQAAWIbAMoL3egf2YaGHBQAAy4QVWHbu3Kn8/Hw5nU65XC4dPnz4su1ra2vlcrnkdDpVUFCgysrKIW2qqqp09dVXy+Fw6Oqrr9ZTTz0VTmkR59/pln1YAACwjunAsm/fPq1fv16bNm1SfX29iouLtWLFCjU1NQVtf/LkSa1cuVLFxcWqr6/Xxo0btW7dOlVVVQXa1NXVac2aNVq7dq2OHz+utWvX6jOf+Yz+9Kc/hf/JIoSdbgEAsJ7NMAzDzAlLly7VkiVLtGvXrsCxhQsXatWqVaqoqBjS/sEHH9SBAwfU2NgYOFZaWqrjx4+rrq5OkrRmzRp5PB49/fTTgTaf+MQnlJ6err1794ZUl8fjUVpamjo6OpSammrmI13Wl544qoMvv63v/a9r9C9L50TsfQEAQOjf36Z6WHp6enTs2DGVlJQMOl5SUqIjR44EPaeurm5I++XLl+vo0aPq7e29bJvh3lOSuru75fF4Br2igR4WAACsZyqwtLW1yev1Kisra9DxrKwsud3uoOe43e6g7fv6+tTW1nbZNsO9pyRVVFQoLS0t8MrNzTXzUULGs4QAALBeWJNubTbboN8NwxhybKT2Hzxu9j03bNigjo6OwKu5uTnk+s34TGGuvvKxeSqYMSUq7w8AAEZmqtsgMzNTdrt9SM9Ha2vrkB4Sv+zs7KDtExMTlZGRcdk2w72nJDkcDjkcDjPlh+VzNzJvBQAAq5nqYUlOTpbL5VJNTc2g4zU1NVq2bFnQc4qKioa0P3jwoAoLC5WUlHTZNsO9JwAAmFhMT8woLy/X2rVrVVhYqKKiIj366KNqampSaWmppP6hmtOnT+uJJ56Q1L8iaPv27SovL9f999+vuro67d69e9Dqn2984xu65ZZb9P3vf1933nmnfvWrX+nZZ5/V73//+wh9TAAAMJaZDixr1qxRe3u7Nm/erJaWFi1atEjV1dXKy8uTJLW0tAzakyU/P1/V1dUqKyvTjh07lJOTo23btmn16tWBNsuWLdOTTz6pb37zm/r3f/93zZs3T/v27dPSpUsj8BEBAMBYZ3oflngVrX1YAABA9ERlHxYAAAArEFgAAEDcI7AAAIC4R2ABAABxj8ACAADiHoEFAADEPQILAACIewQWAAAQ9wgsAAAg7pnemj9e+Tfs9Xg8FlcCAABC5f/eHmnj/XETWDo7OyVJubm5FlcCAADM6uzsVFpa2rB/HzfPEvL5fDpz5oxSUlJks9ki9r4ej0e5ublqbm7mGUUj4FqZw/UKHdcqdFyr0HGtQhfNa2UYhjo7O5WTk6OEhOFnqoybHpaEhATNnj07au+fmprKDR0irpU5XK/Qca1Cx7UKHdcqdNG6VpfrWfFj0i0AAIh7BBYAABD3CCwjcDgc+ta3viWHw2F1KXGPa2UO1yt0XKvQca1Cx7UKXTxcq3Ez6RYAAIxf9LAAAIC4R2ABAABxj8ACAADiHoEFAADEPQKLpJ07dyo/P19Op1Mul0uHDx++bPva2lq5XC45nU4VFBSosrIyRpVaz8y1OnTokGw225DXK6+8EsOKrfH888/rU5/6lHJycmSz2fTLX/5yxHMm6n1l9lpN5PuqoqJCN9xwg1JSUjRz5kytWrVKJ06cGPG8iXhvhXOtJuq9tWvXLl177bWBTeGKior09NNPX/YcK+6pCR9Y9u3bp/Xr12vTpk2qr69XcXGxVqxYoaampqDtT548qZUrV6q4uFj19fXauHGj1q1bp6qqqhhXHntmr5XfiRMn1NLSEnh96EMfilHF1unq6tJ1112n7du3h9R+It9XZq+V30S8r2pra/Wv//qv+uMf/6iamhr19fWppKREXV1dw54zUe+tcK6V30S7t2bPnq2HH35YR48e1dGjR3Xrrbfqzjvv1EsvvRS0vWX3lDHB3XjjjUZpaemgYwsWLDAeeuihoO3/7d/+zViwYMGgY1/+8peNm266KWo1xguz1+q5554zJBlnz56NQXXxS5Lx1FNPXbbNRL6v3i+Ua8V9dUlra6shyaitrR22DfdWv1CuFffWJenp6cbjjz8e9G9W3VMTuoelp6dHx44dU0lJyaDjJSUlOnLkSNBz6urqhrRfvny5jh49qt7e3qjVarVwrpXf4sWLNWvWLN1222167rnnolnmmDVR76vR4L6SOjo6JEnTp08ftg33Vr9QrpXfRL63vF6vnnzySXV1damoqChoG6vuqQkdWNra2uT1epWVlTXoeFZWltxud9Bz3G530PZ9fX1qa2uLWq1WC+dazZo1S48++qiqqqq0f/9+zZ8/X7fddpuef/75WJQ8pkzU+yoc3Ff9DMNQeXm5PvKRj2jRokXDtuPeCv1aTeR768UXX9TUqVPlcDhUWlqqp556SldffXXQtlbdU+Pmac2jYbPZBv1uGMaQYyO1D3Z8PDJzrebPn6/58+cHfi8qKlJzc7O2bNmiW265Jap1jkUT+b4yg/uq39e+9jW98MIL+v3vfz9i24l+b4V6rSbyvTV//nw1NDTo3Llzqqqq0t13363a2tphQ4sV99SE7mHJzMyU3W4f0kPQ2to6JD36ZWdnB22fmJiojIyMqNVqtXCuVTA33XSTXnvttUiXN+ZN1PsqUibaffX1r39dBw4c0HPPPafZs2dftu1Ev7fMXKtgJsq9lZycrCuvvFKFhYWqqKjQddddpx/96EdB21p1T03owJKcnCyXy6WamppBx2tqarRs2bKg5xQVFQ1pf/DgQRUWFiopKSlqtVotnGsVTH19vWbNmhXp8sa8iXpfRcpEua8Mw9DXvvY17d+/X7/73e+Un58/4jkT9d4K51oFM1HurQ8yDEPd3d1B/2bZPRXVKb1jwJNPPmkkJSUZu3fvNl5++WVj/fr1xpQpU4w333zTMAzDeOihh4y1a9cG2r/xxhvG5MmTjbKyMuPll182du/ebSQlJRm/+MUvrPoIMWP2Wv3nf/6n8dRTTxmvvvqq8be//c146KGHDElGVVWVVR8hZjo7O436+nqjvr7ekGQ88sgjRn19vXHq1CnDMLiv3s/stZrI99VXvvIVIy0tzTh06JDR0tISeF24cCHQhnurXzjXaqLeWxs2bDCef/554+TJk8YLL7xgbNy40UhISDAOHjxoGEb83FMTPrAYhmHs2LHDyMvLM5KTk40lS5YMWvZ29913Gx/96EcHtT906JCxePFiIzk52Zg7d66xa9euGFdsHTPX6vvf/74xb948w+l0Gunp6cZHPvIR49e//rUFVceef3nkB1933323YRjcV+9n9lpN5Psq2HWSZPz3f/93oA33Vr9wrtVEvbfuueeewP9dnzFjhnHbbbcFwophxM89ZTOMgZkyAAAAcWpCz2EBAABjA4EFAADEPQILAACIewQWAAAQ9wgsAAAg7hFYAABA3COwAACAuEdgAQAAcY/AAgAA4h6BBQAAxD0CCwAAiHsEFgAAEPf+P7ab7yJ60XZXAAAAAElFTkSuQmCC", + "image/png": 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", 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" ] @@ -1982,7 +1983,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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" ] @@ -2025,7 +2026,7 @@ "Coherent Couplings: \n", " (0,1): {rabi_frequency: 1, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (0,1)}\n", " (1,2): {rabi_frequency: 2, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (1,2)}\n", - " (2,3): {rabi_frequency: 1, detuning: 1, phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", + " (2,3): {rabi_frequency: 1, detuning: 1, phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", "Decoherent Couplings:\n", " (0,0): {gamma_transit: 10.0}\n", " (1,0): {gamma_transit: 10.0}\n", @@ -2077,7 +2078,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -2121,7 +2122,7 @@ "Coherent Couplings: \n", " (0,1): {rabi_frequency: 1, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (0,1)}\n", " (1,2): {rabi_frequency: 2, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (1,2)}\n", - " (2,3): {rabi_frequency: 1, detuning: 1, phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", + " (2,3): {rabi_frequency: 1, detuning: 1, phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", "Decoherent Couplings:\n", " (0,0): {gamma_transit: 10.0}\n", " (1,0): {gamma_transit: 10.0}\n", @@ -2166,7 +2167,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -2218,7 +2219,7 @@ "Coherent Couplings: \n", " (0,1): {rabi_frequency: 1, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (0,1)}\n", " (1,2): {rabi_frequency: 2, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (1,2)}\n", - " (2,3): {rabi_frequency: , detuning: , phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", + " (2,3): {rabi_frequency: , detuning: , phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", "Decoherent Couplings:\n", " (0,0): {gamma_transit: 10.0}\n", " (1,0): {gamma_transit: 10.0}\n", @@ -2338,7 +2339,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -2353,6 +2354,131 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "id": "081199c8", + "metadata": {}, + "source": [ + "### 3.5 Compiled timesolver backend\n", + "\n", + "With version 2.2.0, rydiqule introduced a fully compiled timesolver backend: `cyrk_solve`.\n", + "This backend is written in cython and leverages CyRK's `cysolve_ivp`.\n", + "It is generally faster than the default scipy backend by around an order of magntiude,\n", + "but requires that the time-dependence functions be compiled with cython by hand (including having a local C compiler).\n", + "No other aspect of `Sensor` creation or time-solving changes,\n", + "and the time-function compilation is readily achieved in a jupyter notebook,\n", + "as will be shown below.\n", + "\n", + "Further details on `cyrk_solve` usage are in the [API Docs](https://rydiqule.readthedocs.io/page/api/cy_solve_details.html).\n", + "A detailed exploration of the performance relative to the scipy backend\n", + "is located in an [example notebook](https://rydiqule.readthedocs.io/page/examples/timesolver_benchmarking.html).\n", + "\n", + "Note that the following three cells require that an appropriate C/C++ compiler and OpenMP library is installed on the system." + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "eba776f9", + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext Cython" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "ed0ea41d", + "metadata": {}, + "outputs": [], + "source": [ + "%%cython\n", + "# cython: initializedcheck=False, cdivision=True, nonecheck=False, boundscheck=False, wraparound=False\n", + "\n", + "from libc.math cimport sin\n", + "# have to use complex math functions from here to avoid MSVC C99 shenanigans\n", + "from rydiqule.stack_solvers.cyrk_solver.complex cimport double_complex\n", + "from rydiqule.stack_solvers.cyrk_solver cimport tfunc_wrapper\n", + "\n", + "cdef double complex my_field_rwa_cy(double t) noexcept nogil:\n", + " cdef double s = sin(10*t)\n", + " return double_complex(s, 0.0) # must use double_complex(real, imag) to define complex numbers\n", + "\n", + "wrapped_rwa_cy = tfunc_wrapper(my_field_rwa_cy)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "0bc5d402", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " object with 4 states and 3 coherent couplings.\n", + "States: [0, 1, 2, 3]\n", + "Coherent Couplings: \n", + " (0,1): {rabi_frequency: 1, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (0,1)}\n", + " (1,2): {rabi_frequency: 2, detuning: 0, phase: 0, kvec: (0, 0, 0), coherent_cc: 1.0, label: (1,2)}\n", + " (2,3): {rabi_frequency: 1, detuning: 1, phase: 0, kvec: (0, 0, 0), time_dependence: , coherent_cc: 1.0, label: (2,3)}\n", + "Decoherent Couplings:\n", + " (0,0): {gamma_transit: 10.0}\n", + " (1,0): {gamma_transit: 10.0}\n", + " (2,0): {gamma_transit: 10.0}\n", + " (2,1): {gamma: 1.0}\n", + " (3,0): {gamma_transit: 10.0}\n", + " (3,2): {gamma: 1.0}\n", + "Energy Shifts:\n", + " None\n" + ] + } + ], + "source": [ + "sensor_time_rwa_cy = rq.Sensor(4)\n", + "sensor_time_rwa_cy.add_coupling((0,1), detuning=0, rabi_frequency=1)\n", + "sensor_time_rwa_cy.add_coupling((1,2), detuning=0, rabi_frequency=2)\n", + "sensor_time_rwa_cy.add_coupling((2,3), detuning=1, rabi_frequency=1, time_dependence=wrapped_rwa_cy)\n", + "\n", + "sensor_time_rwa_cy.add_transit_broadening(10)\n", + "sensor_time_rwa_cy.add_decoherence((2,1), 1)\n", + "sensor_time_rwa_cy.add_decoherence((3,2), 1)\n", + "\n", + "print(sensor_time_rwa_cy)\n", + "\n", + "#1000 samples over 3 microsecond\n", + "end_time = 3\n", + "num_pts = 1000\n", + "\n", + "sol_rwa_cy = rq.solve_time(sensor_time_rwa_cy, end_time, num_pts, solver='cyrk')" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "75245552", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "susc=sol_rwa_cy.coupling_coefficient_observable()\n", + "ax.plot(sol_rwa_cy.t, susc.imag);\n", + "plt.show()" + ] + }, { "cell_type": "markdown", "id": "a4a7321e", @@ -2384,7 +2510,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 63, "id": "be59d088", "metadata": {}, "outputs": [ @@ -2440,7 +2566,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 64, "id": "ea3faa22", "metadata": {}, "outputs": [ @@ -2459,13 +2585,13 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 65, "id": "2823fc80", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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c2bNnS0VFhf9SUFAQ8uMG0HwHQzibcCD/BHzMVQNEVqhRI4+io6OluLi4wXZ1Pysrq9HnqO1N7W9eN7WPKg5euXKlLF26VC688EK54IIL5Nlnn9UjpV555ZVG3zc+Pl6Pkgq8ALAmt8eQ4srQt9QEvh8tNUCEhZq4uDhdw7J27Vr/No/Ho++PGTOm0eeo7YH7K2vWrPHv36tXLx1eAvdR9S9qFJS5z4kTJ7wH62p4uOq+en8A9lZyrEbqPYZEu6Kka0p4WmqYqwawv5iWPkEN577hhhtk+PDhMnLkSHnyySd18e60adP049dff71069ZN17QoM2fOlPHjx8vjjz8ukyZN0q0tmzdvlsWLF/vrZWbNmiWPPPKI9O3bV4echx56SHJycnQXk6LCjaqdUe+r5rNRLTQvvPCCLjJWrwnAGV1PWakJOtiEkn+pBGYVBiIv1EyZMkVKSkp0uFCFvEOHDtUFu2ah7/79+xu0qIwdO1aWLFkiDz74oDzwwAM6uKxYsUIGDRrk3+fee+/VwWjGjBlSXl6uJ9ZTr6kKgs1uL3X/5z//ufzHf/yH1NXVyXnnnSdvvfWWnq8GgFMm3gttK03ge5ozGgOwryg1rlsigOrSUqOgVNEw9TWAtSz+4Cv59aqdctXQHHlq6vkhfe+P9h6RqYs/krzOSfL+PZeE9L0BtO/3ty1GPwFwNrPrJztEC1k2uqhlRbUeaQnAvgg1AMLO7PoJR/dTZlq8vq6p90hZVW3I3x9A+yHUAAi7osrwtdTEx0RLRod4f2sNAPsi1AAIOzNMmMOrQ41iYcAZCDUAwqq23iOlx2vCGmpOzVVDSw1gZ4QaAGGlZhJW9blx0S5JT44LyzGY3V4slQDYG6EGgCXqabLSEvRknOHsfmKpBMDeCDUALDHyKVxdT973Nod1MwEfYGeEGgBhVRTmIuGGhcLU1AB2RqgBYI2RTyFenbux9Z9UfY9aMRyAPRFqAISV2eUTzpYatTK4WkhTrRRujsQCYD+EGgCW6H5SK3SHiwo0mSnxDVYMB2A/hBoAYVXoCzVmF1C4mN1fjIAC7ItQA8ASE++pId3hdGoCPlpqALsi1ACwxsR7SeGZeM9kthQxAgqwL0INAEtMvOdyhWfiPRMtNYD9EWoAhH04d7i7nhoulcBcNYBdEWoAhM0h30ijHAuEmlNLJVBTA9gVoQaABVpqwjvyKbClpuR4jS5gBmA/hBoAEb1EgqlzcpwuWFaFy6qAGYD9EGoARPRswiZVqGzW9pgtSADshVADIPzrPlmg+0lhBBRgb4QaAGGh6lZU/YqS7SvSDTdzrhpaagB7ItQACIvDx6wz8d4ZLTWMgAJsiVADIKxFwplp8WGfeO/M7idqagA7ItQACItCi9XTBA4tN2c6BmAvhBoAYVFkoZFPJvNYWP8JsCdCDYCwMIODlVpqzFCjVg5nAj7Afgg1ACTSJ94zpasJ+GK8H4tMwAfYD6EGQFgcClih2yqioqIoFgZsjFADIMyLWVqn+0lhAj7Avgg1AEKuzn1q4j0rtdQE1vgwrBuwH0INgJA7fKxGT7wXGx2lF5K0EibgA+yLUAMgbF1PqpXGKhPvmZiAD7AvQg2A8C1kmWqteprA7icm4APsh1ADIOQOmRPvWWQhy0BmjQ8T8AH2Q6gBELaWGqsVCQeu1M0EfID9EGoAhG/ivVTrhZpOSbFMwAfYFKEGQPgWs/S1ilgJE/AB9kWoARByVlzMMhAT8AH2RKgBEPKJ99Q8NVZbzDIQE/AB9kSoARBSVp547/SWGrP2B4A9EGoAhJSVJ947PdQU+o4VgD0QagCE1EFfULBq15PCBHyAPRFqAIRljpocixYJK0zAB9gToQZAWLqfrDic28QEfIA9EWoAhGWOGjM4WJGagC8+xvvxWFxJsTBgF4QaAGFZ98nK3U9MwAfYE6EGQEiZC0VauVA4sK7GDGEArI9QAyBkquvcUlZVq2/nWHCF7kA5vtBlFjYDsD5CDYCQMQNCYmy0pCXG2qKlhgn4APsg1AAI+cgn1Uqj6lasjAn4APsh1AAIGTuMfDIxAR9gP4QaACFjLjtg1dW5AzEBHxAhoWbhwoWSl5cnCQkJMmrUKNm0aVOT+y9fvlz69++v9x88eLCsWrWqweOGYcicOXMkOztbEhMTZcKECbJ79+4zXuedd97R76f26dSpk0yePLk1hw8gTMyRRFYf+aQwAR8QAaFm2bJlcuedd8rcuXNl69atMmTIEJk4caIcPny40f3Xr18v1157rUyfPl22bdumg4i6bN++3b/P/Pnz5emnn5ZFixbJxo0bJTk5Wb9mdfWpUQdvvvmm/OQnP5Fp06bJJ598Iv/617/kRz/6UWt/bgBhHM5t9ZFPChPwAfYTZahmkhZQLSUjRoyQBQsW6Psej0dyc3PljjvukPvvv/+M/adMmSJVVVWycuVK/7bRo0fL0KFDdYhRb5+TkyN33XWX3H333frxiooKyczMlJdfflmmTp0q9fX1umXoF7/4hQ5HrVFZWSlpaWn6tVNTU1v1GgDa5tIn/iFfFh+XV//PSLno3C6WP50XP/p3yT9yQv735jEysld6uA8HiEiVLfj+blFLTW1trWzZskV3D/lfwOXS9zds2NDoc9T2wP0V1Qpj7r9v3z4pKipqsI86eBWezH1Ui9DBgwf1e51//vm6m+ryyy9v0NpzupqaGn0iAi8AwuuQv6XG+t1PChPwAfbSolBTWloqbrdbt6IEUvdVMGmM2t7U/uZ1U/vs3btXXz/88MPy4IMP6lYfVVNz8cUXS1lZWaPvO2/ePB2OzItqTQIQPpXVdXKspt423U8KE/AB9mKL0U+qi0v5+c9/LldffbUMGzZMXnrpJT3PhSpCbszs2bN1U5V5KSgoCPFRA2islUZNupcUF2OLk8MEfICDQ01GRoZER0dLcXFxg+3qflZWVqPPUdub2t+8bmof1d2kDBw40P94fHy89O7dW/bv39/o+6rHVd9b4AVA+BT6Rz7Zo5VGyfZ1k5lD0QE4KNTExcXpVpK1a9c2aEVR98eMGdPoc9T2wP2VNWvW+Pfv1auXDi+B+6j6FzUKytxHvacKKbt27fLvU1dXJ/n5+dKzZ8+W/AgAwsRu9TRKdqq5qCXrPwF20OI2YDWc+4YbbpDhw4fLyJEj5cknn9Sjm9RQa+X666+Xbt266ZoWZebMmTJ+/Hh5/PHHZdKkSbJ06VLZvHmzLF68WD+uupBmzZoljzzyiPTt21eHnIceekiPiDLnoVGtLLfccoseRq5qY1SQefTRR/Vj11xzTXueDwBBnqPGLvU0gQGMlboBh4YaNUS7pKRET5anCnnV0OzVq1f7C31Vd5AapWQaO3asLFmyRBf4PvDAAzq4rFixQgYNGuTf595779XBaMaMGVJeXi7jxo3Tr6km6zOpEBMTE6Pnqjl58qQeHbVu3TpdMAzA+g76ZxO2T0uNGcBKj9fqFcYTYqPDfUgA2nOeGrtinhogvK5d/JFs2HtEnpgyRL53fndb/O9QH4/nzX1PTtS65f27L5a8jORwHxIQcSqDNU8NAETCEgkm1T1udkFRLAxYH6EGQEhaPMxiW3PuF7swR2uZ3WcArItQAyDoyqpqpabeI1FRIplp8bY64938LTWMgAKsjlADIOjMQJDRIV7iY+xVbMsIKMA+CDUAQjbxXo6NJt47PdTQ/QRYH6EGQNAdsuFwbpMZxCgUBqyPUAMg6Mwi4WwbTbxnOjX6qVoXPAOwLkINgKAr9IUas+jWTsxFLU/WuaXiZF24DwdAEwg1AIKu0MbdT2oWYVXgrFBXA1gboQZA6GpqbNj9FLhcAsO6AWsj1AAIKrfHkOJjNbaceM9kHjfFwoC1EWoABNXhY9U62MS4oqRLir0m3jujWNg3NB2ANRFqAASV2WWTmZog0a4oW55tup8AeyDUAAgqs8vGDAZ2xKKWgD0QagAElR1X5z4doQawB0INgJB0P9l15FNgK1NxZbXUuT3hPhwAZ0GoARCS7ic7TrxnykiOl7hol3gMb7ABYE2EGgBBdeCoN9R072TfUONyRflba8yfB4D1EGoABJU5C2+3jkm2PtPdO3mP/yChBrAsQg2AoDlWXedfL6mbjVtqArvPaKkBrItQAyDorTQdk2KlQ3yMrc+02X12sPxEuA8FwFkQagAEzYEy+9fTmMyWJlpqAOsi1AAIQT2N/UONv6bG9zMBsB5CDYCgOXD0RINA4ISWGjVE3aPGdgOwHEINgKBxUktNZkq8XpSzzm3IYd+q4wCshVADIGicMEeNKSbaJVlp5lw1FAsDVkSoARA05pwudh/OfeYIKOpqACsi1AAIihO19XKkqtYxNTWBEwgyAgqwJkINgKCu+ZQSHyNpibGOaqkh1ADWRKgBEBQFDut6ajhXDTU1gBURagAEtZ7GCUXCJmpqAGsj1AAI8sgnZ9TTKN19NTUqsBkGc9UAVkOoARAUTpqjxqSGdLuiRGrqPVJ63FsEDcA6CDUAgjybsHNCTVyMSzJTmasGsCpCDYCgdj85qVA4MKSZhdAArINQA6Ddnax1S4lvKYGe6cmOOsO56d66moIyRkABVkOoAdDuCnxdTykJMZKW5Iw5akw9CDWAZRFqALQ7sxXDDABOYv5M+2mpASyHUAOg3e13cKjxdz8xAR9gOYQaAO3OyaHG/JkKy6ulzu0J9+EACECoARC07iezVcNJunSIl/gYl7g9hhwqrw734QAIQKgB0O6c3FLjckX5wxp1NYC1EGoAtCu1fICTQ41CsTBgTYQaAO2q5HiNVNd59HICOQ5aIiEQoQawJkINgKDU02SnJeplBZyICfgAa3LmJw6AsCko8y4fkJvuzFYahZYawJoINQDaldPraRRCDWBNhBoA7SoSQo3ZClVxsk4qTtSF+3AA+BBqAAQl1DhxjhpTUlyMZHSI17eZWRiwDkINgHbl5HWfAvXwtdYwVw1gHYQaAO2mus4tRZXVERJqmIAPsBpCDYB2c7D8pBiGSHJctKQnx0VEqPn6iLdlCkD4EWoAtJv80ip93bNzskRFRTn6zKqfUfn6iPdnBhB+hBoA7WafL9T0yvB+4TtZXkZSgyAHwKahZuHChZKXlycJCQkyatQo2bRpU5P7L1++XPr376/3Hzx4sKxateqMtWLmzJkj2dnZkpiYKBMmTJDdu3c3+lo1NTUydOhQ/Vfgxx9/3JrDBxAkZldMz87OrqdR8nwtNYUV1bqWCIANQ82yZcvkzjvvlLlz58rWrVtlyJAhMnHiRDl8+HCj+69fv16uvfZamT59umzbtk0mT56sL9u3b/fvM3/+fHn66adl0aJFsnHjRklOTtavWV3tLTgMdO+990pOTk5LDxtACOT7umLyIqClRtUMpcTH6NuMgAJsGmp+97vfyU033STTpk2TgQMH6iCSlJQkL774YqP7P/XUU3LZZZfJPffcIwMGDJBf/vKXcsEFF8iCBQv8rTRPPvmkPPjgg3LVVVfJt771LXn11VelsLBQVqxY0eC13n33XfnrX/8qjz32WGt/XgChCDW+VgwnU63FZnijCwqwYaipra2VLVu26O4h/wu4XPr+hg0bGn2O2h64v6JaYcz99+3bJ0VFRQ32SUtL091aga9ZXFysw9Qf//hHHaK+ieqmqqysbHABEDy19R45ePRkg3oTpzO72cwwB8BGoaa0tFTcbrdkZmY22K7uq2DSGLW9qf3N66b2Ua05N954o9xyyy0yfPjwZh3rvHnzdDgyL7m5uS34SQG0lJpZ1+Mbzt3FN9uu05kF0fkM6wYswRajn5555hk5duyYzJ49u9nPUftWVFT4LwUFBUE9RiDSRdJw7tOHddP9BNgw1GRkZEh0dLTuCgqk7mdlZTX6HLW9qf3N66b2Wbdune6Kio+Pl5iYGDnnnHP0dtVqc8MNNzT6vmrf1NTUBhcAwWO2VkRK15PSy/ezMgEfYMNQExcXJ8OGDZO1a9f6t3k8Hn1/zJgxjT5HbQ/cX1mzZo1//169eunwEriPqn9Ro6DMfdTIqE8++UQP4VYXc0i4Gon1q1/9qiU/AoAgMVsrIqFI+PSWmsKKkwzrBizAOx6xBdRwbtU6olpJRo4cqUcuVVVV6dFQyvXXXy/dunXTNS3KzJkzZfz48fL444/LpEmTZOnSpbJ582ZZvHixflw1U8+aNUseeeQR6du3rw45Dz30kB62rYZ+Kz169GhwDB06dNDXffr0ke7du7f9LABos0ga+WTq7BvWfaymXi/k2TczJdyHBES0FoeaKVOmSElJiZ4sTxXyqonwVq9e7S/03b9/vx4RZRo7dqwsWbJED9l+4IEHdHBRQ7UHDRrUYO4ZFYxmzJgh5eXlMm7cOP2aarI+APYQSXPUmNQfZT0zkmT7wUo9mzKhBgivKEMNLYoAqktLjYJSRcPU1wDtP5y7/0Pv6tFPmx74jnRNjZw/SG5fslVWfnpIfn7FALnpot7hPhwgor+/bTH6CYA9hnMnqeHcKZExnNtkdrftY64aIOwINQDazFypOpKGc5vM7jZW6wbCj1ADoM32lpirc0fOcG6T+TOb5wBA+BBqALTZVyXH9fU5XbwjEyNJ7wzvz3yoolqO19SH+3CAiEaoAdBmXx32tlL06Rp5oaZTcpwe2q3so7UGCCtCDYA22+NrqekTgS01gWFuT8mxcB8KENEINQDapKyqVl+U3l0iZ46aQGaYM1usAIQHoQZAu9TTdOuYKElxLZ7P0xHO8bXUmOcCQHgQagC0yVeHj0dsPY2pj6+Fao/vXAAID0INgDYxv8jNL/ZI7n5SS0XUuz3hPhwgYhFqALTPcO4IbqlRXW8JsS6pcxuyv+xEuA8HiFiEGgBtEukjnxSXK8o/X81XDOsGwoZQA6DVquvccuDoSYn0lhqFYmEg/Ag1AFptX2mVGIZIWmKsfwK6SGW2VFEsDIQPoQZAq5lf4KqVItIWsjwdLTVA+BFqALS5SDiSRz6Z+nRN9g9xN1TzFYCQI9QAaLXd/uHckV1Po+R1ThZXlEhldb2UHKsJ9+EAEYlQA6DVdhV51zrql5US8WcxITZa8jK8rTU7fecFQGgRagC0Sk29WxcKK/2zUjmL+jykNAh7AEKLUAOg1UXCbo+hRz5lpsZzFlWLVaY33NFSA4QHoQZAm7ueIn3kk8nshttZVBnuQwEiEqEGQJtCjdnlglPnQhVQswYUEHqEGgCt8gVFwmfokZ4kibHRUlvvkfwjrAEFhBqhBkCr7PJ1sdBSE/CB6oqSczO9w9spFgZCj1ADoMXKT9RKcaV3LpZzM+l+CmSOBDNDH4DQIdQAaDFzdE/3TomSkhDLGWykWNjsngMQOoQaAC1GkfDZMVcNED6EGgCtbqlhJuEzmedkf9kJqaqp57cLCCFCDYAWM+tF+jGT8Bk6d4iXjA7eyQi/LKYLCgglQg2AFvF4DH/30wDmqGnUgGxva83nhygWBkKJUAOgRfaWVklVrVsSYl3Sm9W5G3VeTpq+3n6QUAOEEqEGQIvsKKzQ1wOzUyXaxfIIjRnULbXBuQIQGoQaAC2y/aD3i3pwN29rBM5knpudh45JndvDKQJChFADoEU+84Wa8wg1TS6XkJIQI7VuD8XCQAgRagC0qEh4h69OZJCvbgRnUquWm+fHPF8Ago9QA6DZCo6ekGM19RIX45K+vjWO0HRdzXbqaoCQIdQAaHHXkxrKHRvNx0dTBvm658xzBiD4+FQC0GzmEGXqaZofar44VCn1FAsDIUGoAdBs5hBlRj59s16dkyU5Llqq6zx6bh8AwUeoAdAshmH4u1IoEm7Gh6sryj8J32cH6IICQoFQA6BZDhw9KeUn6iTGFSXnZlEk3Bzn+YqFqasBQoNQA6BZPi4o19cDc1IlPiaas9YMQ3M7Njh3AIKLUAOgWbbuP6qvz/d9UeObnZ/byV+LVF3n5pQBQUaoAdAs2/Z7Wxsu6On9osY3y01PlIwOcVLnNmRHIZPwAcFGqAHwjVQrgznyyWx9QPNmFh7qO1/bfC1dAIKHUAPgG6lWBtXaoFodVOsDmu+Cnh0btHQBCB5CDYBvZLYyqFYH1fqA5jNbtmipAYKPUAOg+UXCPSgSbqlvdU8TV5RIYUW1FFVU89sGBBGhBkDzi4R7UE/TUsnxMdI/yztfDa01QHARagA06VDFSTlUUa1bG1SrA1rObOEyW7wABAehBkCTtn7tbaVRrQ2q1QEtZ7ZwbaVYGAgqQg2AJv07v0xfD2N+mlYbntfJvwbUyVom4QOChVADoEkf7T2ir8f06cyZaqUe6UmSnZYgtW4PdTVAEBFqAJxVWVWt7Cw6pm+P7JXOmWolNQx+lO/8mSERgEVCzcKFCyUvL08SEhJk1KhRsmnTpib3X758ufTv31/vP3jwYFm1alWDxw3DkDlz5kh2drYkJibKhAkTZPfu3f7H8/PzZfr06dKrVy/9eJ8+fWTu3LlSW1vbmsMH0Eyb9nm/gM/N7CAZHeI5b20wure3peujvd7uPAAWCDXLli2TO++8U4eKrVu3ypAhQ2TixIly+PDhRvdfv369XHvttTqUbNu2TSZPnqwv27dv9+8zf/58efrpp2XRokWyceNGSU5O1q9ZXe2d02Hnzp3i8Xjk+eeflx07dsgTTzyh933ggQfa8rMD+AbmF7D5hYzWM8+hWrGbuhogOKIM1UzSAqplZsSIEbJgwQJ9X4WN3NxcueOOO+T+++8/Y/8pU6ZIVVWVrFy50r9t9OjRMnToUB1M1Nvn5OTIXXfdJXfffbd+vKKiQjIzM+Xll1+WqVOnNnocjz76qDz33HOyd+/eZh13ZWWlpKWl6ddOTfXOGQGgaZc9+YHufnr2xxfIFYOzOV1toD7rxsxbJ0WV1bLk/46SsedkcD6Bdv7+blFLjeru2bJli+4e8r+Ay6Xvb9iwodHnqO2B+yuqFcbcf9++fVJUVNRgH3XwKjyd7TUV9cOlp5+9j7+mpkafiMALgOY7Sj1Nu9fVjO5NXQ0QTC0KNaWlpeJ2u3UrSiB1XwWTxqjtTe1vXrfkNffs2SPPPPOM3HzzzWc91nnz5ulwZF5UaxKA5tu4z9v1RD1N+6GuBggu241+OnjwoFx22WVyzTXXyE033XTW/WbPnq1bc8xLQUFBSI8TsDtzlA71NO3HPJfbCo5SVwOEO9RkZGRIdHS0FBcXN9iu7mdlZTX6HLW9qf3N6+a8ZmFhoVxyySUyduxYWbx4cZPHGh8fr/veAi8Amu+D3SX6egxFwu2mZ+ckyUlLkDq3IR/5RpYBCFOoiYuLk2HDhsnatWv921ShsLo/ZsyYRp+jtgfur6xZs8a/vxqmrcJL4D6q/kWNggp8TdVCc/HFF+v3f+mll3QtD4DgKCg7IXtLqiTGFSUX9qWgtT3rasb366Jv/2OXNzQCaD8tTgZqOPcLL7wgr7zyinzxxRdy66236tFN06ZN049ff/31uuvHNHPmTFm9erU8/vjjemj2ww8/LJs3b5bbb7/d/4981qxZ8sgjj8hf/vIX+eyzz/RrqBFRauh3YKDp0aOHPPbYY1JSUqLrbc5WcwOgbd7f5Z2i4YKenSQ1IZbT2Y7Gn9u1wTkG0H5avDqdGqKtQoWaLE+FCjU0W4UWs9B3//79DVpRVFfRkiVL5MEHH9TzyvTt21dWrFghgwYN8u9z77336mA0Y8YMKS8vl3HjxunXVJP1mS07qjhYXbp3797geFo4Ih1AM7zva0W42NeqgPZz4TmddQtY/pETkl9aJXkZyZxeIFzz1NgV89QAzVNd55bz/2eNnKxzy6qfflsG5lCP1t6mLt6gJzZ8+L8Gyo0X9uJXEwjHPDUAImNVbhVouqbEy4DslHAfjiNd3M/XBfUldTVAeyLUAGjALGAdf24XXfOG9md266lh86plDED7INQAaODvvgJWszUB7a9fZopkpSZIdZ2HVbuBdkSoAeC3u/iYfFVSJbHRUTKOodxBo1rAvjPAGxrf28EoTqC9EGoA+L273fsF++2+XSQtkaHcwWQuEPrejmKpd3v4LQTaAaEGgN+qzw7p68sHNT5DONrPqF7p0ikpVsqqav3rbAFoG0INAO2rkuOys+iYnkPlPwc2XGAW7S8m2iUTz8tqECYBtA2hBoD2ru+Ldew5GdIxKY6zEgKX+7ugisTtiYgpw4CgItQA0FZ95q2nmTSYrqdQGduns65dKj1eK5voggLajFADQPaWHJfPD1VKtO56ItSESmy0Sy71dfWt/LSQ30SgjQg1AOSNLQf0Wfh23wxJT6brKZSuGtpNX7/9SSET8QFtRKgBIpyq5XhzqzfU/HB4brgPJyK7oLp1TJTK6nrmrAHaiFADRLgPdpdIcWWNHl5sTgiH0HG5ouTqYd0btJgBaB1CDRDhlm8u0NeTz+8m8THR4T6ciHSNL9R8uKdUDhw9Ee7DAWyLUANEMDXx25rPi/Xta4bR9RQuuelJuhvKMETe3HIwbMcB2B2hBohgb245IHVuQwZ3S5OBOanhPpyIZtYz/e/mApZNAFqJUANEKLXe0Mvr8/XtH4/qEe7DiXiXDcrSI88Olp/U60EBaDlCDRCh1Ben+gLtnByn62kQXgmx0XLd6J769h8+3Mv/DqAVCDVAhPq974vzx6N76i9UhN9PRveUuGiXbN1fLlv3Hw334QC2Q6gBItCWr4/Ktv3l+gtUfZHCGrqkxMt3h+bo23/4cF+4DwewHUINEIEWf/CVvr5qaI7+IoV1TB/XS1+v3l4kXx+pCvfhALZCqAEizPaDFbqeJipKZMZFvcN9ODjNgOxUubhfFz3T81Nrd3N+gBYg1AAR5ok1X+rr7w7Jkb6ZKeE+HDTiZxPO1dcrth2UPYePc46AZiLUABFk2/6jsnbnYXFFicz8Tt9wHw7OYkhuR5kwIFM8htBaA7QAoQaIIL/ztdJ8/4Lu0rtLh3AfDprws//0hs6VnxbKzqJKzhXQDIQaIEKs21ks/9xdKrHRUfLT/6CVxurOy0mTKwZn6aUTfrnyczHUDQBNItQAEaCm3i3/8/bn+vb/ubCX9OicFO5DQjPcf9kAiYtxyb/2HJH3dhRxzoBvQKgBIsCLH+ZL/pETevj2HdTS2IYKn7f4Rqj9cuUXUl3nDvchAZZGqAEcrrD8pDyzzjs0ePbl/aVDfEy4DwktcOvF50hOWoJe0uLZv+/h3AFNINQADqbqMO5781M5UeuW4T07yeShrPFkN4lx0fLglQP17Wff/0rPMwSgcYQawMFe31Sgi4PjY1wy/wffEpcayw3buXxQlr7Uewy5e/knUlvvCfchAZZEqAEcqqDshPzqHW9x8L2X9WcIt41FRUXJLycPkvTkONlZdEyeZqZhoFGEGsCho51uf32bVNW6ZUReJ5k2Ni/ch4Q2yugQL49MHqRvL3x/j3y4u5RzCpyGUAM40K/e+UI+KSiXtMRYeWLKULqdHOKKwdkyZXiunrtm5tJtUlRRHe5DAiyFUAM4zFsfH5RXN3ytbz85Zah078ScNE7yi6vOk4HZqXKkqlZuW7JVt8oB8CLUAA7y7/wyueeNT/Xt2y7pI5f07xruQ0I7S4iNlueuu0BSEmJky9dH5b43PmW2YcCHUAM4xFclx+WmVzfrkTGXDsyUO/+zX7gPCUHSs3OyLPzRBRLtipIVHxfK43/1rukFRDpCDeAAamK2G17cJOUn6vQKz09NPV9/4cG5Ljq3i8z73mB9e8Hf98iLH+4L9yEBYUeoARwQaKYu3iAHjp6UvM5J8ocbhusJ2+B8PxyRKzN9y178z8rP5eV/EWwQ2Qg1gI19faRKrl38kRSUnZSenZPk9Rmj9dBfRI5ZE/rKrRf30bcffvtz+f0/94b7kICwIdQANvVxQbl8/9n1sr/shPRIT5KlM0ZLdlpiuA8LYZiY796J/fzB5pF3vtArsns8Bv8vEHEINYANvfPpId1Co4b1DuqWKm/cOoZAE8HMYKMWLFVe/Nc+ufW1LXKsui7chwaEFKEGsJE6t0d+ufJzPT/JyTq3jD+3iyydMUa6piSE+9BggWBz8/g+8tTUoRIX7ZL3dhTLVQv/JV8WHwv3oQEhQ6gBbGLP4ePyg0Ub5A++US63jO+ji4I7xMeE+9BgIVcN7SZLb1ZdkQmyt6RKvrvgQ3llfT7dUYgIUYahJtx2vsrKSklLS5OKigpJTU0N9+EAzVbv9shL/8qXx/66S2rqPXrStceuGSITz8viLOKsjhyvkVnLPtartCsXntNZfv29wXqOG8Cp39+EGsDCNu49InPe2iG7fF0Iam6S3149mPoZNIsqFv7Txq/l16u+kOo6j8TFuHQL363j+zDsH7ZBqGnjSQHCTdVBzF+9S/72RbG+3ykpVu6/vL/8cHiurp0AWmJfaZXMeWu7v9UmMzVeZk04V64Z1l1ioqlCgLURatp4UoBwTqT3xJov5c2tB/RKzGpW4KkjcuWeif2kY1Ic/2PQaqrSYPX2Ij3kW/2eKb27JMs9l/aTywZlEZZhWYSaNp4UINR2FR2TVzbkyxtbDui1m5TLB2XJXZf2k3O6duB/CNqNWtX7Tx/tlwXrdsvRE94h34O7pcn0cb3kisHZuosKsBJCTRtPChCqLoG/7iiSv35erFdbNo3unS73XdZfzu/Rif8RCBo1h80LH+yV33+4T07UuvW2jA5xcul5WXpB1DF9Okt8DMttIPwINW08KUCwvkS27S+XDXuPyJrPi/UQbZPqZlJfJNePydOhhroZhErp8RpZsnG/vLbxaymurPFvV1MFqHmQxvfrIiPz0vUyHPxeIhwINW08KUB7TJKn5gj54lClXs7g3/ll+nbgzPUxrigZ3buz/OfATD08OyuNCfQQ3t/ZD/eU6sD9t8+L5fCxUwFHUWuKjcjrJMN6dpKBOakyMDuVOi+EBKGmjScFaK7jNfWSX1olXx85IflHquSrkuOy89Ax3QpT6/bWxgTKTU+UET3T9V+/F/frKmmJsZxsWHIo+KcHK3S42bjviHxSUNHo77Oa4K9/Vor0zUyRXhnJktc5WV+r0VW06qC9EGraeFKAwInvyk7UyqHyaiksPyn7jlTpEJNfekLfLjntr9lAqvlefeAP6pYmw/M6yfCe6bTGwJaq69yy/WCF/Dv/qGzbf1S+KKrUK8OfTWJstO6u0kFHh50k6d4pSbf2dEmJl46JseJyMTUBLBJqFi5cKI8++qgUFRXJkCFD5JlnnpGRI0eedf/ly5fLQw89JPn5+dK3b1/57W9/K1dccYX/cXUIc+fOlRdeeEHKy8vlwgsvlOeee07vayorK5M77rhD3n77bXG5XHL11VfLU089JR06NG9kCKEmMv66rK53y8laty58VB/Ean0kfb/OLdW1vvu+bepSVevWtS6V1fXe65N1cqy6XiqrvddmAWVT0pPj9Ie2+vDu1TlZ+mWlyIDsVOneKZG/VuFY6t+LGrWnulW/KqnSLZUq8BccPSnub1ghXHW9qn83anZsFf47JMRIcpz3Wt+Pj5Hk+Bj9uLldBaUEfXHp6/gY73VCTLTEx7r0fVqHnCmooWbZsmVy/fXXy6JFi2TUqFHy5JNP6tCya9cu6dq16xn7r1+/Xi666CKZN2+eXHnllbJkyRIdarZu3SqDBg3S+6j76vFXXnlFevXqpQPQZ599Jp9//rkkJHjrDC6//HI5dOiQPP/881JXVyfTpk2TESNG6Ndr75MSqdSvgvosqvd49IdSvccQt9t3rS6GeT/g8YBr7+0zn+sxzH08Uuc2dN+9GrZsXte6jQb3T20/dV897/Rt5m0zpKglBIJBzXXXNSVez+LrDy++pnZ1my4k4BT1b/PA0ZM64KgRfirsqOuiimopOV4j5b5h5MH4dxoYdPzhR9936aHqsdHqEuW7bnhbPa7Clnn7bPuZ99WkhdFRUbrIPyY6SlxRUfr56r7e5orSrVGB27zbfc+Ljjr1fN++CEOoUUFGhYkFCxbo+x6PR3Jzc3Uryv3333/G/lOmTJGqqipZuXKlf9vo0aNl6NChOhipt8/JyZG77rpL7r77bv24OvDMzEx5+eWXZerUqfLFF1/IwIED5d///rcMHz5c77N69Wrd2nPgwAH9/HCFGlU7oUYNqLOovry9F19A8IgOAmrbqce91+bjDfZv8Lj3WgWERl/b+Obnehq8x5nPPRVETt12CvWBpv6y03/dxXmvk+K8f+np7XGnrlMTYvVfhKmJsZKqrvX9WElNVH8peh9TH2QA2k79IXKkqkaOHK/VNWnHq+ulqla1lNZLlbpvXk7bfrLOIzWqxVVd6j3e6zp3g+J7uzs9APkDT5R58a7G7nKJf5sKc+ZjLn3/1G1zf/U6/udGNfO5LnP/wMcb7u8yX1dOvb6aV+u60T3b9by05Pu7Rcv71tbWypYtW2T27Nn+baoraMKECbJhw4ZGn6O233nnnQ22TZw4UVasWKFv79u3T3djqdcwqYNX4Uk9V4Uadd2xY0d/oFHU/uq9N27cKN/73vfOeN+amhp9CTwpwaBm5lSLDTqd+Y/Nf63+SlG3A/5SOfW464y/UgKvzb+Y1HWc/6+iwG0N91HX8eZ9tZ/vryhz2+lhRf2Vxl89gDWpf9Oq1VNd2kr9kaZacVW3swo4NXVm2PH4t+nbdW7dglSvWnx1y++pFuDA26dahk/f98z9AlunzRZu9Uekt7VadMu0bqn2/eGo/pBUz22K2k9d7Gz8uV3aPdS0RItCTWlpqbjdbt2KEkjd37lzZ6PPUYGlsf3VdvNxc1tT+5zetRUTEyPp6en+fU6nurN+8YtfSLD1SE+S2y7pc9aErG6rP/KbevyMFNzo/s1N0GdP5N60bj4u/vBx+l8F/iZSmkUBWJj6nIuL8f4RpFpY7cBjduUHtJSbwSewm9+7jxmMGmmFP73VXgcn8T/eaO9AIy38KoCd9fGA1zz99Ro+ZoiKYuq26pYPpxaFGjtRrUmBLUSqpUZ1k7U3VVtxz8T+7f66AADn0V02omp0wn0kztSiQoGMjAyJjo6W4mLvysEmdT8rK6vR56jtTe1vXn/TPocPH27weH19vR4Rdbb3jY+P131vgRcAAOBcLQo1cXFxMmzYMFm7dq1/myoUVvfHjBnT6HPU9sD9lTVr1vj3V6OdVDAJ3Ee1qqhaGXMfda2Geqt6HtO6dev0e6vaGwAAgBZ3P6kunRtuuEEX7aq5adSQbjW6SQ2xVtRw727duumaFmXmzJkyfvx4efzxx2XSpEmydOlS2bx5syxevNjfJzpr1ix55JFH9Lw05pBuNaJp8uTJep8BAwbIZZddJjfddJMeMaWGdN9+++26iLg5I58AAIDztTjUqCHaJSUlMmfOHF2kq4Zmq+HVZqHv/v379agk09ixY/VcMg8++KA88MADOriokU/mHDXKvffeq4PRjBkzdIvMuHHj9Guac9Qor732mg4y3/nOd/yT7z399NNtPwMAAMARWjWjsB0x+R4AAM7+/mZGMQAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiOXaX7dOYcg2oSHwAAYA/m93Zz5gqOmFBz7NgxfZ2bmxvuQwEAAK34HlczCzclYpZJUCt6FxYWSkpKil5EM1xpU4WqgoKCb5zqORJxfjg3/O7wb4vPHuupDPN3l4opKtCoBawD15aM6JYadSK6d+8uVqB+KQg1nB9+d/i3xWePtfDZbN3z800tNCYKhQEAgCMQagAAgCMQakIoPj5e5s6dq6/B+eF3h39bfPZYA5/Nzjk/EVMoDAAAnI2WGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEmhB65513ZNSoUZKYmCidOnWSyZMnN3h8//79MmnSJElKSpKuXbvKPffcI/X19RJJampqZOjQoXrW548//rjBY59++ql8+9vfloSEBD275fz588Xp8vPzZfr06dKrVy/9e9OnTx89CqG2tlYi/dwEWrhwoeTl5emfX/0b27Rpk0SaefPmyYgRI/Ss6erzQ32+7Nq1q8E+1dXVctttt0nnzp2lQ4cOcvXVV0txcbFEot/85jf6c2bWrFn+bZF+fg4ePCjXXXed/vnV583gwYNl8+bN/sfVuKI5c+ZIdna2fnzChAmye/dusRQ1+gnB98YbbxidOnUynnvuOWPXrl3Gjh07jGXLlvkfr6+vNwYNGmRMmDDB2LZtm7Fq1SojIyPDmD17dkT97/npT39qXH755WpEnj4PpoqKCiMzM9P48Y9/bGzfvt14/fXXjcTEROP55583nOzdd981brzxRuO9994zvvrqK+Ott94yunbtatx1111GpJ8b09KlS424uDjjxRdf1P+ubrrpJqNjx45GcXGxEUkmTpxovPTSS/p34OOPPzauuOIKo0ePHsbx48f9+9xyyy1Gbm6usXbtWmPz5s3G6NGjjbFjxxqRZtOmTUZeXp7xrW99y5g5c6Z/eySfn7KyMqNnz57682bjxo3G3r179efOnj17/Pv85je/MdLS0owVK1YYn3zyifHd737X6NWrl3Hy5EnDKgg1IVBXV2d069bN+P3vf3/WfVSIcblcRlFRkX+bCkCpqalGTU2NEQnUOejfv7/+Yjo91Dz77LM6FAaei/vuu8/o16+fEWnmz5+vP0hMkX5uRo4cadx2223++26328jJyTHmzZtnRLLDhw/rf0f/+Mc/9P3y8nIjNjbWWL58uX+fL774Qu+zYcMGI1IcO3bM6Nu3r7FmzRpj/Pjx/lAT6efnvvvuM8aNG3fWxz0ej5GVlWU8+uij/m3qnMXHx+s/pKyC7qcQ2Lp1q27WU+tPnX/++brp7vLLL5ft27f799mwYYNu6svMzPRvmzhxol5IbMeOHeJ0qon3pptukj/+8Y+6++106vxcdNFFEhcX1+D8qOb1o0ePSiSpqKiQ9PR0//1IPjeqG27Lli26Gdyk/p2p++q8RDL1e6KYvyvqPNXV1TU4V/3795cePXpE1LlS3Uuqmz/wPCiRfn7+8pe/yPDhw+Waa67R3Zfqu+qFF17wP75v3z4pKipqcH7Uekyqu9dK54dQEwJ79+7V1w8//LA8+OCDsnLlSl1Tc/HFF0tZWZl+TP2yBAYaxbyvHnMy1WJ44403yi233KL/UTUmks9PoD179sgzzzwjN998s39bJJ+b0tJScbvdjf78Tv/Zm+LxeHStyIUXXiiDBg3S29T5UMG3Y8eOEXuuli5dqv/IVPVHp4v087N371557rnnpG/fvvLee+/JrbfeKj/96U/llVde0Y+b58Dq/9YINW1w//3360Kzpi47d+7UHzDKz3/+c114NmzYMHnppZf048uXL5dIPz/qS1otKz979myJFM09N4FUa99ll12m/5JSrVpAU60RqiVYfYnDq6CgQGbOnCmvvfaaLihHQ+p76oILLpBf//rXupVmxowZ+nNm0aJFYicx4T4AO7vrrrt0C0NTevfuLYcOHdK3Bw4c6N+u1tBQj6kRT0pWVtYZIzbMqnv1mJPPz7p163Tz5enriqhWmx//+Mf6LwV1Dk4fhWDn89Pcc2MqLCyUSy65RMaOHSuLFy9usJ/Tzk1LZGRkSHR0dKM/v9N/9rO5/fbbdWvwBx98IN27d/dvV+dDddeVl5c3aI2IlHOlupcOHz6sv7hNqpVPnacFCxbo1olIPj/Z2dkNvqOUAQMGyJtvvqlvm+dAnQ+1r0ndVyNWLSPcRT2RQI1OUcVUgYXCtbW1ehSLOULFLBQOHLGhHlOFwtXV1YaTff3118Znn33mv6iKe/WrqUaMFRQUNCiGVefNpEaGRUIx7IEDB3Rh49SpU/UoudNF8rkxC4Vvv/32BoXCqjA/0gqFVSGnKphWRdJffvnlGY+bhbDq35Vp586dEVMIW1lZ2eBzRl2GDx9uXHfddfp2pJ+fa6+99oxC4VmzZhljxoxpUCj82GOPnfHdZqVCYUJNiKgKe/VBq76w1T+U6dOn61CjhtEFDum+9NJL9XDM1atXG126dIm4Id3Kvn37zhj9pD5w1LDln/zkJ3rIqhrGm5SU5PhhyyrQnHPOOcZ3vvMdffvQoUP+S6SfG5P6edUH68svv2x8/vnnxowZM/SQ7sCRhJHg1ltv1cNt33///Qa/JydOnGgwZFkN8163bp0esqy+sMwvrUgUOPop0s/Ppk2bjJiYGONXv/qVsXv3buO1117TnyN/+tOfGgzpVv+21NQSn376qXHVVVcxpDtSqb+i1dwiKsikpKTo+WjUF1Cg/Px8PUeLmmNEzVGj9lfDwSNNY6FGUfMiqL8k1BeYCojqH5jTqXlH1Llo7BLp5ybQM888o7+M1Hw1quXmo48+MiLN2X5P1O+QSc0n8t///d+6ZU99YX3ve99rEJAjPdRE+vl5++239R/X6nNETa+xePHiBo+r1pqHHnpI/xGl9lF/bKl516wkSv0n3F1gAAAAbcXoJwAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAA4AiEGgAAIE7w/wF7VEMnp19kxwAAAABJRU5ErkJggg==", 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" ] @@ -2514,9 +2640,9 @@ ], "metadata": { "kernelspec": { - "display_name": "RQ", + "display_name": "rydiqule (3.12.12)", "language": "python", - "name": "rq" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -2528,7 +2654,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.12.12" } }, "nbformat": 4, diff --git a/docs/source/writeups/observables.rst b/docs/source/writeups/observables.rst index 648b972..3fa73fc 100644 --- a/docs/source/writeups/observables.rst +++ b/docs/source/writeups/observables.rst @@ -37,7 +37,7 @@ but written in terms of atomic constants :math:`\kappa` and :math:`\eta` (see [2 We validate that rydiqule calculates these observable quantities in a manner consistent with a canonical reference, namely Steck's Quantum and Atom Optics notes [1]. The unit tests in -`test_experiments.py `_ +`test_solution.py `_ test that rydiqule and Steck align, but assume that the density matrix element :math:`\rho_{eg}` is correct. Validity of density matrix elements is checked in numerous other tests. @@ -49,7 +49,7 @@ as is done in Steck's Quantum and Atom Optics notes, Eq. 5.273 [1]. Another way to calculate the scattering rate is using the imaginary term of the susceptibility corresponding to the probing field coupling. This is the method Rydiqule uses, and can be found in Eq 6.73 of [1]. -This test is implemented in `test_experiments.py `_ +This test is implemented in `test_solution.py `_ as the `test_OD_with_steck` unit test. Running just these observable and experiment unit tests can be done by installing the `pytest` dependencies (see :doc:`Unit Tests <../dev/tests>`), diff --git a/pyproject.toml b/pyproject.toml index 4163c30..80b9540 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -117,7 +117,8 @@ markers = [ "steady_state: Marks a test as using the steady-state solver.", "time: Marks a test as using the time solver.", "doppler: Marks a test as incorporating Doppler averaging.", - "experiments: Marks test of experiments.py", + "experiments: Marks test that represents a full experiment", + "solution: Marks test of Solution object and methods", "util: Marks a test of the ancillary utilities.", "structure: Marks a test of the definition of the atomic system.", "exception: Marks a test of error handling.", diff --git a/src/rydiqule/cell.py b/src/rydiqule/cell.py index 60ee907..abb9d36 100644 --- a/src/rydiqule/cell.py +++ b/src/rydiqule/cell.py @@ -391,7 +391,7 @@ def kappa(self) -> float: warnings.warn(msg) # extract q from coupling group, this ensures we find a dipole allowed edge with q defined - manifold_subgraph = self._coupling_subgraph(self.probe_tuple) + manifold_subgraph = self.coupling_subgraph(self.probe_tuple) for (_, _, d) in manifold_subgraph.edges(data=True): if 'q' in d: q = d['q'] @@ -489,7 +489,7 @@ def eta(self) -> float: warnings.warn(msg) # extract q from coupling group, this ensures we find a dipole allowed edge with q defined - manifold_subgraph = self._coupling_subgraph(self.probe_tuple) + manifold_subgraph = self.coupling_subgraph(self.probe_tuple) for (_, _, d) in manifold_subgraph.edges(data=True): if 'q' in d: q = d['q'] @@ -611,6 +611,7 @@ def add_single_coupling( e_field: Optional[ScannableParameter] = None, beam_power: Optional[float] = None, beam_waist: Optional[float] = None, coherent_cc: Optional[float]=None, q: Literal[-1, 0, 1] = 0, + kmag_detuning_correction: Optional[float] = None, **extra_kwargs) -> None: """ Overload of :meth:`~.Sensor.add_single_coupling`, which allows for alternate specifications @@ -710,6 +711,13 @@ def add_single_coupling( Coupling polarization in spherical basis. Valid values are -1, 0, 1 for :math:`-\\sigma`, linear, :math:`+\\sigma`. Default is 0 for linear. + kmag_detuning_correction: float, optional + Detuning to use when calculating the magnitude of the k-vector. + By default, `Cell` uses the transition frequency to define the k-vector. + For large detuned couplings, this can lead to inaccurate results. + Detuning should be given in units of Mrad/s. + **extra_kwargs: + Keyword arguments that are passed directly to :meth:`Sensor.add_single_coupling`. Raises ------ @@ -824,9 +832,9 @@ def add_single_coupling( not_nlj = (state1.stype != 'NLJ' and state2.stype != 'NLJ') # check that tuple energy convention matches atomic properties - freq_diff = 2*np.pi*self.atom.get_transition_frequency(state1, state2)*1e-6 - det_sign = np.sign(freq_diff) - if np.sign(freq_diff) != 1: + ang_freq_diff = 2*np.pi*self.atom.get_transition_frequency(state1, state2)*1e-6 + det_sign = np.sign(ang_freq_diff) + if np.sign(ang_freq_diff) != 1: if det_sign > 0: msg = ' higher energy, but it is actually lower. ' else: @@ -915,7 +923,14 @@ def add_single_coupling( it is calculated based on atomic properties.""" raise RydiquleError(msg) else: - transition_frequency = freq_diff + transition_frequency = ang_freq_diff + + # define coupling angular frequency to use for calculating magnitude of k-vector + # by default, uses the atomic transition frequency + if kmag_detuning_correction is not None: + ang_freq_mean = abs(ang_freq_diff) + kmag_detuning_correction + else: + ang_freq_mean = abs(ang_freq_diff) if 'kvec' in extra_kwargs: raise RydiquleError("Cell couplings no longer accept 'kvec' as a parameter. " + @@ -927,9 +942,9 @@ def add_single_coupling( # doppler not requested for this coupling, pass default along kvec = kunit elif np.isclose(k_norm_sq, 1.0): - # apply standard doppler shift - lam = abs(self.atom.get_transition_wavelength(state1, state2)) # in m - kvec = 2*np.pi/lam*np.asarray(kunit)*1e-6 # scaled to Mrad/m + # pass full k-vector, accounting for detuning correction if provided + kmag = ang_freq_mean / scipy.constants.c # already scaled to Mrad/m + kvec = kmag*np.asarray(kunit) else: raise RydiquleError(f'Coupling {states} has un-normalized |kunit|={math.sqrt(k_norm_sq):.2f}!=1') diff --git a/src/rydiqule/sensor.py b/src/rydiqule/sensor.py index 94b820b..f1ab8c6 100644 --- a/src/rydiqule/sensor.py +++ b/src/rydiqule/sensor.py @@ -9,7 +9,8 @@ import itertools from .sensor_utils import (ScannableParameter, CouplingDict, State, States, StateSpec, StateSpecs, TimeFunc, - match_states, _squeeze_dims, expand_statespec, state_tuple_to_str, process_scannable_parameter) + match_states, _squeeze_dims, expand_statespec, state_tuple_to_str, process_scannable_parameter, + coupling_subgraph, nx_edges_with) from .exceptions import RydiquleError, CouplingNotAllowedError from .exceptions import RWAWarning, PopulationNotConservedWarning, RydiquleWarning, debug_state @@ -3019,18 +3020,8 @@ def couplings_with(self, *keys: str, >>> print(s.couplings_with("detuning")) {(0, 1): {'rabi_frequency': 2, 'detuning': 1, 'phase': 0, 'kvec': (0, 0, 0), 'coherent_cc': 1.0, 'label': '(0,1)'}} """ - def notAll(x): - return not all(x) - def notAny(x): - return not any(x) - - methods = {"any":any, "all":all, "not any": notAny, "not all": notAll} - - return {s:p - for s,p in self.couplings.edges.items() - if methods[method]([k in p for k in keys]) - } + return nx_edges_with(self.couplings, *keys, method=method) def states_with_spec(self, statespec: StateSpec) -> List[State]: @@ -3068,7 +3059,7 @@ def states_with_spec(self, statespec: StateSpec) -> List[State]: return match_states(statespec, self.states) - def _coupling_subgraph(self, coupling: StateSpecs) -> nx.Graph: + def coupling_subgraph(self, coupling: StateSpecs) -> nx.Graph: """ Returns a subgraph view of the couplings graph corresponding to `coupling`. @@ -3083,12 +3074,7 @@ def _coupling_subgraph(self, coupling: StateSpecs) -> nx.Graph: View of the corresponding subgraph """ - states1 = self.states_with_spec(coupling[0]) - states2 = self.states_with_spec(coupling[1]) - - subgraph = self.couplings.subgraph(states1 + states2) - - return subgraph + return coupling_subgraph(coupling, self.couplings) def get_couplings(self) -> Dict[States, CouplingDict]: @@ -3257,11 +3243,11 @@ def dm_basis(self) -> np.ndarray: -------- >>> s = rq.Sensor(3) >>> print(s.dm_basis()) - ['01_real' '02_real' '01_imag' '11_real' '12_real' '02_imag' '12_imag' + ['10_real' '20_real' '10_imag' '11_real' '21_real' '20_imag' '21_imag' '22_real'] """ - dm_basis = [f'{j:d}{i:d}_imag' if i > j else f'{i:d}{j:d}_real' + dm_basis = [f'{i:d}{j:d}_imag' if i > j else f'{j:d}{i:d}_real' for i in range(self.basis_size) for j in range(self.basis_size)][1:] # indexing removes ground state label return np.array(dm_basis) diff --git a/src/rydiqule/sensor_solution.py b/src/rydiqule/sensor_solution.py index dd7d351..7604657 100644 --- a/src/rydiqule/sensor_solution.py +++ b/src/rydiqule/sensor_solution.py @@ -11,7 +11,6 @@ import networkx as nx from scipy.constants import c import warnings -import itertools # have to import this way to prevent circular imports from rydiqule import sensor_utils @@ -219,7 +218,8 @@ def coupling_rabi(self, coupling: sensor_utils.StateSpecs) -> ComplexResult: Raises ------ ValueError - If `coupling` is a group with mismatched rabi frequencies, either in shape or value. + If `coupling` is a group with mismatched rabi frequencies, either in shape or value, + or coupling has no defined rabi frequencies. Examples -------- @@ -257,11 +257,15 @@ def coupling_rabi(self, coupling: sensor_utils.StateSpecs) -> ComplexResult: """ #check all rabis are match, we do this to avoid accidental misuse of the function - states1 = sensor_utils.match_states(coupling[0], list(self.couplings.nodes)) - states2 = sensor_utils.match_states(coupling[1], list(self.couplings.nodes)) + coupling_subgraph = sensor_utils.coupling_subgraph(coupling, self.couplings) + + nonzero_couplings = sensor_utils.nx_edges_with(coupling_subgraph, 'rabi_frequency') + + if not len(nonzero_couplings): + raise ValueError(f'Coupling {coupling} has no edges with defined rabi frequencies') - rabis = [self.couplings.edges[s1,s2].get("rabi_frequency") - for s1,s2 in itertools.product(states1, states2)] + rabis = [edge.get("rabi_frequency") + for edge in nonzero_couplings.values()] #check all are the same shape #cast to array if another data type @@ -371,10 +375,10 @@ def get_solution_element(self, idx: int) -> Result: 0.00131399 """ - basis_size = np.sqrt(self.rho.shape[-1] + 1) try: sol_slice = self.rho.take(indices=idx, axis=-1) except IndexError as err: + basis_size = np.sqrt(self.rho.shape[-1] + 1) raise RydiquleError(f"No element with given index for {basis_size}-level system") from err return sol_slice diff --git a/src/rydiqule/sensor_utils.py b/src/rydiqule/sensor_utils.py index 87b52fb..da4ee01 100644 --- a/src/rydiqule/sensor_utils.py +++ b/src/rydiqule/sensor_utils.py @@ -11,7 +11,7 @@ import scipy.constants from scipy.constants import hbar, e -from typing import Dict, Tuple, Union, List, Callable, Sequence, TYPE_CHECKING +from typing import Dict, Tuple, Union, List, Callable, Sequence, Literal, TYPE_CHECKING if TYPE_CHECKING: # only import when type checking, avoid circular import from .sensor import Sensor @@ -1036,6 +1036,85 @@ def state_tuple_to_str(states:States) -> str: return "(" + ",".join([str(s) for s in states]) + ")" +def coupling_subgraph(coupling: StateSpecs, coupling_graph: nx.Graph) -> nx.Graph: + """ + Returns a subgraph view of the `couplings_graph` corresponding to `coupling`. + + Parameters + ---------- + coupling: StateSpecs + Coupling specification + coupling_graph: networkx.Graph + Couplings graph to make the subgraph from + + Returns + ------- + networkx.classes.graph.Graph + View of the corresponding subgraph + """ + + all_states = list(coupling_graph.nodes) + + states1 = match_states(coupling[0], all_states) + states2 = match_states(coupling[1], all_states) + + subgraph = coupling_graph.subgraph(states1 + states2) + + return subgraph + + +def nx_edges_with(couplings_graph: nx.Graph, *keys: str, + method: Literal['all', 'any', 'not any', 'not all'] = 'all') -> Dict[States, CouplingDict]: + """ + Returns a version of couplings_graph with only the keys specified. + + Can be specified with a several criteria, including all, none, or any of the keys + specified. + + Parameters + ---------- + keys : tuple of str + tuple of strings which should be one the valid + parameter names for a state. See :meth:`~.add_coupling` for which + names are valid for a Sensor object. + method : Literal['all','any', 'not any', 'not all'], optional + Method to see if a given field matches the keys + given. Choosing "all" will return couplings + which have keys matching all of the values provided in the keys + argument, while choosing "any", will return all couplings with keys + matching at least one of the values specified by keys. For example, + `sensor.couplings_with("rabi_frequency")` returns a dictionary of + all couplings for which a rabi_frequency was specified. + `sensor.couplings_with("rabi_frequency", "detuning", method="all")` + returns all couplings for which both rabi_frequency and detuning + are specified. + 'sensor.couplings_with("rabi_frequency", "detuning", method="any")` + returns all couplings for which either rabi_frequency or detuning + are specified. + "not any" and "not all" give the inverse of the above. + Defaults to "all". + + Returns + ------- + dict + A copy of the `couplings_graph` edges dictionary with only couplings containing + the specified parameter keys. + """ + + def notAll(x): + return not all(x) + + def notAny(x): + return not any(x) + + methods = {"any":any, "all":all, "not any": notAny, "not all": notAll} + + return {s:p + for s,p in couplings_graph.edges.items() + if methods[method]([k in p for k in keys]) + } + + def process_scannable_parameter(val: ScannableParameter) -> Union[np.ndarray, float]: """Ensures that scannable parameters are coerced to numpy arrays. diff --git a/tests/test_cell.py b/tests/test_cell.py index 9714953..a647a43 100644 --- a/tests/test_cell.py +++ b/tests/test_cell.py @@ -292,3 +292,30 @@ def test_rabi_consistency(): err_msg='Field and Power specifications do not match') np.testing.assert_allclose(ham_rabi, ham_field, err_msg='Rabi and Field specifications do not match') + +@pytest.mark.structure +def test_kmag_correction(): + """Test that k-magnitude corrections in Cell work correctly""" + + g = rq.A_QState(5, 0, 0.5) + e1 = rq.A_QState(5, 1, 1.5) + e2 = rq.A_QState(5, 2, 2.5) + + c = rq.Cell('Rb85', [g, e1, e2]) + + twoPhotonFreq = c.atom.get_transition_frequency(g, e2)/2 + offsetDet = (twoPhotonFreq - c.atom.get_transition_frequency(g, e1))*1e-6 # Mrad/s + + # simulate 2-photon clock transition in Rb + dets = np.linspace(-10, 10, 101) + p1 = {'states':(g,e1), 'detuning':2*np.pi*dets + 2*np.pi*offsetDet, 'rabi_frequency':2*np.pi*1, + 'kunit':(1,0,0), 'kmag_detuning_correction':2*np.pi*offsetDet, 'label':'p1'} + p2 = {'states':(e1,e2), 'detuning':2*np.pi*dets - 2*np.pi*offsetDet, 'rabi_frequency':2*np.pi*1, + 'kunit':(-1,0,0), 'kmag_detuning_correction':-2*np.pi*offsetDet, 'label':'p2'} + + c.add_couplings(p1, p2) + c.zip_parameters({'p1':'detuning', 'p2':'detuning'}) + + kvecs = c.get_value_dictionary('kvec') + + assert kvecs[(g, e1)] == pytest.approx(-kvecs[(e1, e2)]), 'k-vector magnitudes are not equal' diff --git a/tests/test_experiments.py b/tests/test_solution.py similarity index 63% rename from tests/test_experiments.py rename to tests/test_solution.py index 98fb921..4ac6fa5 100644 --- a/tests/test_experiments.py +++ b/tests/test_solution.py @@ -8,6 +8,7 @@ a0 = scipy.constants.physical_constants["Bohr radius"][0] +@pytest.mark.solution @pytest.mark.experiments def test_OD_with_Steck(): @@ -42,6 +43,7 @@ def test_OD_with_Steck(): np.testing.assert_allclose(steck_OD_thin, rq_OD, rtol=0.025) +@pytest.mark.solution @pytest.mark.experiments def test_susceptibility_with_steck(): cell_length = .00001 #keep small to stay in the thin limit. @@ -68,6 +70,7 @@ def test_susceptibility_with_steck(): np.testing.assert_allclose(sus_steck, sus_rq) +@pytest.mark.solution @pytest.mark.experiments def test_phase_shift_with_steck(): #these values are copied from the susceptibility test (above) @@ -107,3 +110,71 @@ def test_phase_shift_with_steck(): np.testing.assert_allclose(phase, phase_steck) np.testing.assert_allclose(sus_steck, sol.get_susceptibility()) + +@pytest.mark.solution +@pytest.mark.exception +def test_OD_warning(): + """Confirm that `get_OD` warns about large OD""" + + atom = "Rb85" + [g, e] = rq.D1_states(atom, splitting='fs') + + c = rq.Cell(atom, [g,e]) + c.add_coupling((g,e), beam_power=1e-6, beam_waist=1e-3, detuning=0, label='laser') + + sol = rq.solve_steady_state(c) + + with pytest.warns(rq.RydiquleWarning, match="optical depth greater than 1"): + sol.get_OD() + + # update cell_length so warning is not thrown + c.cell_length = 1e-4 + sol2 = rq.solve_steady_state(c) + + with warnings.catch_warnings(): + warnings.simplefilter('error') + sol2.get_OD() + + +@pytest.mark.solution +@pytest.mark.exception +def test_solution_exception(): + """Test input validation exceptions""" + + atom = "Rb85" + [g, e] = rq.D1_states(atom, splitting='fs') + + g_states = rq.expand_qnums([g]) + e_states = rq.expand_qnums([e]) + + c = rq.Cell(atom, [g,e], cell_length=1e-4) + c.add_coupling((g,e), beam_power=1e-6, beam_waist=1e-3, detuning=0, label='laser') + + sol = rq.solve_steady_state(c) + + with pytest.raises(ValueError, match="no edges with defined rabi"): + sol.coupling_rabi((g_states[0], e_states[1])) + + +@pytest.mark.solution +def test_solution_elements(): + """Tests that both methods of extracting elements agree""" + + atom = "Rb85" + [g, e] = rq.D1_states(atom, splitting='fs') + + g_states = rq.expand_qnums([g]) + e_states = rq.expand_qnums([e]) + + c = rq.Cell(atom, [g,e], cell_length=1e-4) + c.add_coupling((g,e), beam_power=1e-6, beam_waist=1e-3, detuning=0, label='laser') + + sol = rq.solve_steady_state(c) + + rho_20 = sol.rho_ij(2,0) + rho_20_labels = sol.rho_ij(e_states[0], g_states[0]) + rho_20_imag = sol.get_solution_element(7) + + assert rho_20 == pytest.approx(rho_20_labels), 'rho_ij inconsistency between labels and indexes' + + assert rho_20.imag == pytest.approx(rho_20_imag), 'rho_ij and get_solution_element do not match'