diff --git a/.github/workflows/Test-CI-dev-daily.yml b/.github/workflows/Test-CI-dev-daily.yml index 18c07ed5f..937936e80 100644 --- a/.github/workflows/Test-CI-dev-daily.yml +++ b/.github/workflows/Test-CI-dev-daily.yml @@ -21,24 +21,18 @@ jobs: runs-on: ubuntu-latest steps: + # + # Setup Repository + # - name: Checkout repository uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: "3.11" - - name: Debug run: git status - - name: Install dependencies - run: | - set -e - python -m pip install -U pip - python -m pip install --extra-index-url https://pypi.org/simple --pre -U -r requirements.txt - python -m pip install --extra-index-url https://pypi.org/simple -U -r requirements_tests.txt - + # + # Setup Environment + # # Configure AWS credentials - name: Configure AWS Credentials uses: aws-actions/configure-aws-credentials@v4.0.2 @@ -54,6 +48,45 @@ jobs: IS_DEV: "true" M2M_SECRET_ARN: "${{ secrets.NIGHTLY_M2M_SECRET_ARN }}" + # + # Setup Python + # (needs to run after "Setup Environment", since we install classiq's version from aws) + # + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.11" + + - name: Install dependencies + run: | + # Some weird behavior, that we should understand soon: + # "pip" defaults to use the aws url, and doesn't use the normal url + # so we need to add the normal pip url to every line.. + set -e + + python -m pip install -U pip \ + --extra-index-url https://pypi.org/simple + + # Install "classiq" separately + export CODEARTIFACT_AUTH_TOKEN="$( \ + aws codeartifact get-authorization-token \ + --domain ${{ secrets.CODEARTIFACT_DOMAIN }} \ + --domain-owner ${{ secrets.CODEARTIFACT_OWNER }} \ + --region ${{ secrets.CODEARTIFACT_REGION }} \ + --query authorizationToken \ + --output text \ + )" + python -m pip install -U --pre \ + --extra-index-url "https://aws:$CODEARTIFACT_AUTH_TOKEN@${{ secrets.CODEARTIFACT_DOMAIN }}-${{ secrets.CODEARTIFACT_OWNER }}.d.codeartifact.${{ secrets.CODEARTIFACT_REGION }}.amazonaws.com/pypi/${{ secrets.PYPI_NIGHTLY_NAME }}/simple/" \ + --extra-index-url https://pypi.org/simple \ + classiq + + # Install everything from the requirements, other than "classiq". + python -m pip install -U $(grep -ivE "classiq" requirements.txt) \ + --extra-index-url https://pypi.org/simple + python -m pip install -U -r requirements_tests.txt \ + --extra-index-url https://pypi.org/simple + # Run Notebook Tests - name: Run Notebooks run: python -m pytest --log-cli-level=INFO tests diff --git a/.github/workflows/Test-CI-dev.yml b/.github/workflows/Test-CI-dev.yml index abb4fd695..b5ff8934c 100644 --- a/.github/workflows/Test-CI-dev.yml +++ b/.github/workflows/Test-CI-dev.yml @@ -73,23 +73,6 @@ jobs: echo "==== Git status after checkout ====" git status - # - # Setup Python - # - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: "3.11" - - - name: Install dependencies - if: steps.cache-pip.outputs.cache-hit != 'true' - run: | - set -e - python -m pip install -U pip - # The `--pre` allows the installation of pre-release versions of packages (needed for Dev) - python -m pip install --extra-index-url https://pypi.org/simple --pre -U -r requirements.txt - python -m pip install --extra-index-url https://pypi.org/simple -U -r requirements_tests.txt - # # Setup Environment # @@ -108,6 +91,46 @@ jobs: IS_DEV: "true" M2M_SECRET_ARN: "${{ secrets.NIGHTLY_M2M_SECRET_ARN }}" + # + # Setup Python + # (needs to run after "Setup Environment", since we install classiq's version from aws) + # + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.11" + + - name: Install dependencies + if: steps.cache-pip.outputs.cache-hit != 'true' + run: | + # Some weird behavior, that we should understand soon: + # "pip" defaults to use the aws url, and doesn't use the normal url + # so we need to add the normal pip url to every line.. + set -e + + python -m pip install -U pip \ + --extra-index-url https://pypi.org/simple + + # Install "classiq" separately + export CODEARTIFACT_AUTH_TOKEN="$( \ + aws codeartifact get-authorization-token \ + --domain ${{ secrets.CODEARTIFACT_DOMAIN }} \ + --domain-owner ${{ secrets.CODEARTIFACT_OWNER }} \ + --region ${{ secrets.CODEARTIFACT_REGION }} \ + --query authorizationToken \ + --output text \ + )" + python -m pip install -U --pre \ + --extra-index-url "https://aws:$CODEARTIFACT_AUTH_TOKEN@${{ secrets.CODEARTIFACT_DOMAIN }}-${{ secrets.CODEARTIFACT_OWNER }}.d.codeartifact.${{ secrets.CODEARTIFACT_REGION }}.amazonaws.com/pypi/${{ secrets.PYPI_NIGHTLY_NAME }}/simple/" \ + --extra-index-url https://pypi.org/simple \ + classiq + + # Install everything from the requirements, other than "classiq". + python -m pip install -U $(grep -ivE "classiq" requirements.txt) \ + --extra-index-url https://pypi.org/simple + python -m pip install -U -r requirements_tests.txt \ + --extra-index-url https://pypi.org/simple + # # Propagate CI information to python tests # diff --git a/algorithms/differential_equations/time_marching/time_marching.ipynb b/algorithms/differential_equations/time_marching/time_marching.ipynb new file mode 100644 index 000000000..6190757c8 --- /dev/null +++ b/algorithms/differential_equations/time_marching/time_marching.ipynb @@ -0,0 +1,1066 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "0ab83a69-09e2-4df1-a7ee-3a5b45e590cf", + "metadata": {}, + "source": [ + "# Time-Marching based Quantum Solvers for Time-dependent Linear Differential Equations" + ] + }, + { + "cell_type": "markdown", + "id": "b94080f2-e474-462d-8b54-b107026f4bca", + "metadata": {}, + "source": [ + "## Introduction\n", + "\n", + "In the following demonstration we will follow the paper [[1](#TimeMarching)]. The notebook was written in collaboration with Prof. Di Fang, the first author of the paper.\n", + "\n", + "Time marching is a method in which in order to solve differential equations in time, the solution vector is integrated through time by small discrete steps, where each timestep depends on some previous timesteps. In this paper, an evolution matrix is applied sequentially on the state and make it to evolve through time, as done in time-dependent hamiltonian simulation. \n", + "\n", + "Now let's deffine the problem first:\n", + "\n", + "* **Input:** a system of linear homogenous linear equations (ODEs)\n", + "$$\\frac{d}{dt} |\\psi(t)\\rangle = A(t) |\\psi(t)\\rangle, \\quad |\\psi(0)\\rangle = |\\psi_0\\rangle$$ Notice that $A$ can vary on time. The matrix $A$ is assumed to be with bounded variation. The input model of $A(t)$ is a series of time dependent block encodings, that will be described next.\n", + "\n", + "* **Output:** a state that is proportional to the solution at time $T$, $|\\psi(T)\\rangle$\n", + "\n", + "### Algorithm Description\n", + "\n", + "The algorithm divides the timline into long timesteps and short timesteps. In each long timestep, some approximation of evolution of the short timesteps is done, such as Truncated Dyson series [[2](#Dyson)] or Magnus series [[3](#Magnus)]. These are applied as block-encodings on the state, where the following matrix is block encoded in each long timestep:\n", + "$$\n", + "\\mathcal{\\Xi_l} = \\mathcal{T} e^{\\int_{t_{l-1}}^{t_l} A(t) \\, dt}\n", + "$$" + ] + }, + { + "attachments": { + "f70a25b2-a625-43e0-a1d7-a54252bf1ae5.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "3634ab38-6916-44fb-b118-0d757acd4556", + "metadata": {}, + "source": [ + "![image.png](attachment:f70a25b2-a625-43e0-a1d7-a54252bf1ae5.png)" + ] + }, + { + "cell_type": "markdown", + "id": "d9a996b5-02b1-49e4-88ca-6ea425caf354", + "metadata": {}, + "source": [ + "The problem is that when this block encoding has some prefactor $s$ (for example because of the usage of some LCU to block encode the integration), the prefactor of the entire simulation is amplified by $s$ on each iteration! so that the probability to sample the wanted block decreases exponentially with the number of long timesteps.\n", + "\n", + "This is the main pain-point that the algorithm in the paper is coming to resolve. In the case of hamiltonian simulation, it is possible to wrap each timestep with oblivious amplitdue amplification [[4](#OAA)] (see [oblivious amplitude amplification](https://github.com/Classiq/classiq-library/blob/main/algorithms/oblivious_amplitude_amplification/oblivious_amplitude_amplification.ipynb)), and get rid of the pre-factor. However it is only possible in the case of a unitary block encoding. The authors address this issue by using instead Uniform singular amplitude amplification [[5](#USVA)], which is done with the qsvt framework." + ] + }, + { + "cell_type": "markdown", + "id": "89ccefce-4ec8-43eb-ba74-0c16291f612f", + "metadata": {}, + "source": [ + "## Algorithm Implementation using Classiq" + ] + }, + { + "attachments": { + "2b69dc16-89ed-4c69-84f9-5f631a9c15fc.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "950e8dbb-8874-49f3-b973-05f98f1863a5", + "metadata": {}, + "source": [ + "![image.png](attachment:2b69dc16-89ed-4c69-84f9-5f631a9c15fc.png)" + ] + }, + { + "cell_type": "markdown", + "id": "74f3ef52-7d3e-4808-b69c-a94e613790b8", + "metadata": {}, + "source": [ + "We choose an easy artificial example to demonstrate the algorithm. For simplicity, we choose $A$ which is easy to block-encode. The following matrix can be easily block-encoded using linear pauli rotations:\n", + "$$\n", + "A_{ij}(t) = \\cos(i+t)\\delta_{ij}\n", + "$$\n", + "\n", + "The matrix is hermitian and diagonal, and it will help us in several aspect:\n", + "1. The 1st order Magnus expansion will be exact.\n", + "2. The QSVT and QET (Quantum eigenvalue transform) will coincide, and we will use it to exponentiate the block encoding.\n", + "\n", + "We will simulate a 4x4 matrix using 4 timeteps, from $t=0$ to $t=2$:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "91a531e9-8d7d-42fe-85dc-ecdb82862bec", + "metadata": {}, + "outputs": [], + "source": [ + "NUM_LONG_SLICES = 4\n", + "START_TIME = 0\n", + "END_TIME = 2\n", + "\n", + "DIM_SIZE = 2" + ] + }, + { + "cell_type": "markdown", + "id": "7a8982f7-e1d4-4d75-859d-cae9fcd13268", + "metadata": {}, + "source": [ + "### Classical Simulation\n", + "This is how the evolution looks classically:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5405bcbb-08e7-4a00-8383-dcb784c3a4eb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.integrate import solve_ivp\n", + "\n", + "# Parameters\n", + "N = 2**DIM_SIZE # Matrix size\n", + "t_start = 0\n", + "t_end = END_TIME\n", + "\n", + "\n", + "# Define the time-dependent diagonal matrix A(t)\n", + "def A(t):\n", + " diagonal_elements = np.cos(np.arange(N) + t) # sin(i * t) for i=0,...,N-1\n", + " return np.diag(diagonal_elements)\n", + "\n", + "\n", + "# Define the ODE dx/dt = A(t)x\n", + "def ode_system(t, x):\n", + " return A(t) @ x # Matrix-vector multiplication\n", + "\n", + "\n", + "# Initial condition\n", + "x0 = np.ones(N) # Example: start with all ones\n", + "\n", + "# Solve the ODE\n", + "solution = solve_ivp(\n", + " ode_system, [t_start, t_end], x0, t_eval=np.linspace(t_start, t_end, 100)\n", + ")\n", + "\n", + "# Extract solution\n", + "t_vals = solution.t\n", + "x_vals = solution.y\n", + "\n", + "# Plot the solution\n", + "plt.figure(figsize=(8, 4))\n", + "for i in range(N):\n", + " plt.plot(t_vals, x_vals[i], label=f\"x{i}(t)\")\n", + "\n", + "classical_final = x_vals[:, -1]\n", + "plt.xlabel(\"Time t\")\n", + "plt.ylabel(\"x(t)\")\n", + "plt.title(r\"Solution of $\\dot{x} = A(t)x$\")\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "73eb6ee5-63e7-41bf-86ca-0df53928a4f2", + "metadata": {}, + "source": [ + "### Time-dependent block encoding\n", + "\n", + "The time-dependent block encoding of $A(t)$ will be:\n", + "$$\n", + "\\left( I_{n_q} \\otimes \\langle 0_m | \\otimes I_n \\right) \n", + "U_{A(t)} \n", + "\\left( I_{n_q} \\otimes | 0_m \\rangle \\otimes I_n \\right) \n", + "= \\sum_{i=0}^{2^{n_q}-1} | i \\rangle \\langle i | \\frac{A\\left((b-a)\\frac{i}{{2^{n_q}}}+a\\right)}{\\alpha}\n", + "$$\n", + "\n", + "So we get, for a given timeslice:\n", + "$$\n", + "A_{ij}(t, a, b) = \\cos((b-a)\\frac{t}{2^{n_q}} + a + i)\\delta_{ij}\n", + "$$\n", + "\n", + "this can be easily accomplished be a sequence of 2 pauli rotations." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "06b08b94-38a9-4f28-8c1e-2bbd8c34e3b8", + "metadata": {}, + "outputs": [], + "source": [ + "from classiq import *\n", + "\n", + "SHORT_INTERVALS_TIME_SIZE = 2\n", + "\n", + "\n", + "class TimeDependentBE(QStruct):\n", + " index: QNum[DIM_SIZE]\n", + " time: QNum[SHORT_INTERVALS_TIME_SIZE]\n", + " block: QBit\n", + "\n", + "\n", + "@qfunc\n", + "def block_encode_time_dependent_A(a: CReal, b: CReal, qbe: TimeDependentBE):\n", + " # a factor 2 is applied on the slopes and offsets as RY rotates at half of the angle\n", + " linear_pauli_rotations(\n", + " [Pauli.Y], [(b - a) * 2 / (2**qbe.time.size)], [2 * a], qbe.time, qbe.block\n", + " )\n", + " linear_pauli_rotations([Pauli.Y], [2], [0], qbe.index, qbe.block)" + ] + }, + { + "cell_type": "markdown", + "id": "c375c120-3fc7-406a-a4ef-c12091675e7a", + "metadata": {}, + "source": [ + "### Short-time Evolution\n", + "\n", + "We will use a 1st order Magnus expansion, which is exact in this case. \n", + "$$\n", + "\\overline{\\Xi} = e^{\\frac{b-a}{M}} \\sum_{k=0}^{M-1} A\\left(a + k \\frac{b-a}{M}\\right)\n", + "$$\n", + "It will be built in 2 steps:\n", + "#### 1. Riemannian Summation of short timesteps" + ] + }, + { + "cell_type": "markdown", + "id": "0e31d376-692b-4b89-8708-e9743dc08ddd", + "metadata": {}, + "source": [ + "Wrapping the time variable with the haddamard transform, we get exactly a block encoding of the Reimann sum of the input block encoding." + ] + }, + { + "attachments": { + "62c02cd8-3279-4bb6-aa64-9b89246fdf95.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "2307b24a-7dbf-443f-a99a-39d2aa9e2257", + "metadata": {}, + "source": [ + "![image.png](attachment:62c02cd8-3279-4bb6-aa64-9b89246fdf95.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6a3aee07-d3ff-4d90-a321-556400fd5b0b", + "metadata": {}, + "outputs": [], + "source": [ + "from classiq.qmod.symbolic import logical_and\n", + "\n", + "\n", + "@qfunc\n", + "def short_time_summation(a: CReal, b: CReal, qbe: TimeDependentBE):\n", + " \"\"\"\n", + " Riemann summation\n", + " \"\"\"\n", + " within_apply(\n", + " lambda: hadamard_transform(qbe.time),\n", + " lambda: block_encode_time_dependent_A(a, b, qbe),\n", + " )\n", + "\n", + "\n", + "# We also define predicates for the usage later on in qsvt\n", + "def time_dependent_predicate(qbe: TimeDependentBE):\n", + " return logical_and(qbe.block == 0, qbe.time == 0)\n", + "\n", + "\n", + "@qfunc\n", + "def time_dependent_projector(qbe: TimeDependentBE, is_in_block: QBit):\n", + " is_in_block ^= time_dependent_predicate(qbe)" + ] + }, + { + "cell_type": "markdown", + "id": "d225e83e-948c-41e2-ba7c-d5638779a640", + "metadata": {}, + "source": [ + "#### 2. Block encoding of the summation Exponential" + ] + }, + { + "cell_type": "markdown", + "id": "f8698cc1-945c-4d12-9219-061c39195117", + "metadata": {}, + "source": [ + "Find polynomials for $\\cosh(ax)$ and $\\sinh(ax)$, In order to combine them to $e^{ax}$.\n", + "\n", + "For pedagogical reasons, we will do a naive thing and create a polynomial approximation for each one of the odd&even polynomials of: $P_{cosh} \\approx \\frac{\\cosh(ax)}{e^a}$ and $P_{sinh} \\approx \\frac{\\sinh(ax)}{e^a}$.\n", + "\n", + "Then combining them with LCU will result with:\n", + "$$P(x) \\approx \\frac{e^{ax}}{2e^a}$$ which is a polynomial that is bounded by $\\frac{1}{2}$.\n", + "\n", + "We could choose $P_{cosh} \\approx \\frac{\\cosh(ax)}{\\cosh(a)}$ and $P_{sinh} \\approx \\frac{\\sinh(ax)}{\\sinh{a}}$,\n", + "Then LCU with coeffiecients $[\\frac{\\cosh(a)}{\\cosh(a)+\\sinh(a)}, \\frac{\\sinh(a)}{\\cosh(a)+\\sinh(a)}]$, will get us to:\n", + "$$P(x) \\approx \\frac{e^{ax}}{e^a}$$\n", + "Which is the best we can get to, and doesn't require amplification. We will still go with the first approach, for demonstrating the singular value amplification. We will want to get rid of this redundant factor 2, which will save us a multiplicative factor of $O(2^T)$ in the success probability." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "14727fde-efb6-4d0d-8e80-25922b7fe465", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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OhzNnzkCtVsPJDhouERHJ50j620iSWlGoCEN49Bi543QK94zIaPPmzcjNzcUNN9yAuLg4/Oc//4GzszMiIiKwcuVKvPHGG4iJicHf/vY3vPDCC9BoNPj555/ljk1ERDZM/fMnAICygbZ7+fff4/9myygnJwcvvvgiZsyYcdFxU6ac+4Zavnx5T8QiIiI7dabwCIa25MIkJAy6NlXuOJ3GPSMyCgwMxLZt28z/PnTokIxpiIjI3p3asR4AkOsah74hA2VO03ksIzJKTU1FbW0toqKiEBsbi3fffVfuSEREZKeEyYR+Recu/9489BaZ01iGH9PIyMPDA5s3b5Y7BhEROYCfs3YgUpw5d/n3CXfIHccijldGhABaGuV5b2d3QJLkeW8iIurVajPeAgDkaa5Cgo1f/v33HK+MtDQC/wqW570XnAFcPOR5byIi6rWaG+sxtOrc5d9dR8+SOY3lHK+M2AnJintQhBBWey0iIrI/h7e/jwQ04iz8MWzsDXLHsZjjlRFn93N7KOR6705igSAiImtR5XwAADgVOgVBSqXMaSzneGVEkuzio5Li4mLMnDkT5eXlcHJywsKFC3HLLR0f/SyEwMKFC1FbW4uYmBjcd999PZiWiIhsVWnRMQxvPgBIQP9r75U7Tpfw1F6ZODk5YeXKlcjLy8M333yDRx99FA0NDR2O//39aoiIiACgMP1NKCSBXJdYBA+MkjtOl7CMyCQoKAhxcXEAzl38zM/PD9XV1QDav3ne0qVLsWDBAkycOBHh4eEyJiciIlthMhrRv+gzAEDj8NtkTtN1jvcxjR3KzMyE0WhEaGhohzfPO3+/mvz8fEybNk3uyEREZAPy92zDcFGGeuGGESkz5Y7TZSwjMquursasWbOwZs0aAG1vngecu7PvnDlz8Pjjj8sZk4iIbFDDnl+uLdJnAhI9vGRO03UsIzLS6/WYOnUq5s2bh7FjxwLo/M3ziIiod6vX1WBE7feABKiT7eemeO3hMSMyEUJgzpw5uPbaazFz5q+71njzPCIi6oy8b9+Cu6RHkSIEkfHXyh3nsrCMyOSnn37Cpk2bsHnzZsTFxSEuLg45OTm8eR4REXWK15FNAICSsJshKez7zzk/ppHJlVdeCZPJ1O5zvHkeERFdTPGxgxjakgejkDA45W6541w2+65SREREvdDp7W8AAA67j4ZfcJi8YayAZYSIiMiOGPTNGHL2vwAA08jZMqexDpYRIiIiO3J4+wfoAy0q4IPoqzu+jYg9YRkhIiKyI04H3wEAHA+ZAicXlcxprMNhygjvgkty4vcfEfWEM4VHENOcCQDon/KAzGmsx+7LiPKXWyUbDAaZk1Bv1tjYCABwdnaWOQkRObJT360GAOSoRtntTfHaY/en9jo5OcHd3R0VFRVwdnaGws7PtSb7IoRAY2MjysvL4e3tbS7HRETW1tJiQETJ5nP/HTdL3jBWZvdlRJIkBAUFobCwEKdOnZI7DvVS3t7eCAwMlDsGETmwnO8/xCjUoBpqjLjWsW4ZYvdlBABcXFwwePBgflRDsnB2duYeESLqdsoD526K93PQFIxRucqcxrocoowAgEKhgKurY20cIiIiACgtOoboxn2ABPSbcL/ccayOB1gQERHZuMJvX4dCEsh1iUW/iGi541gdywgREZENM7a2YlDxpwCA5piZlxhtn1hGiIiIbFjODx8jAFWogRdGpNwud5xu0aUysmrVKoSFhcHV1RVJSUnYu3dvp9bbuHEjJEnC1KlTu/K2REREvY60fy0A4GjADVC5esicpntYXEY2bdqEtLQ0LF68GFlZWYiNjcXEiRNRXl5+0fVOnjyJxx57DFdddVWXwxIREfUmJSfyzh24CiD0uodlTtN9LC4jL730Eu69916kpqZi2LBhWL16Ndzd3bFu3boO1zEajbjjjjvwzDPPYNCgQZcVmIiIqLco/uYVKCSBQ64JCAkfIXecbmNRGTEYDMjMzERKSsqvL6BQICUlBRkZGR2ut2TJEvTt2xd33313p95Hr9dDp9O1eRAREfUmzY31iCr9HABgiu/c3097ZVEZqayshNFoREBAQJvlAQEBKC0tbXedH3/8EWvXrsWaNWs6/T7Lli2DRqMxP0JDQy2JSUREZPcOffMWvFGPUvgj+ppb5Y7Trbr1bJq6ujrMnDkTa9asgZ+fX6fXmz9/PrRarflRXFzcjSmJiIhsj+bwuSuunhx4K5RODnON0nZZNDs/Pz8olUqUlZW1WV5WVtbufTmOHz+OkydP4sYbbzQvM5lM597YyQlHjx5FeHj4BeupVCqoVCpLohERETmMY9n/Q2TrURiEEoMnPSh3nG5n0Z4RFxcXxMfHIz093bzMZDIhPT0dycnJF4yPiopCTk4OsrOzzY+bbroJ11xzDbKzs/nxCxERUTtqdrwKADikuQZ9AvrJnKb7WbzfJy0tDbNnz0ZCQgISExOxcuVKNDQ0IDU1FQAwa9YshISEYNmyZXB1dcWIEW2P/vX29gaAC5YTERERoK2uQEzNt4AEeF7pePehaY/FZWT69OmoqKjAokWLUFpairi4OGzdutV8UGtRUREUCl7YlYiIqCvyv34NY6QWHFcORGRCyqVXcACSEELIHeJSdDodNBoNtFot1Gq13HGIiIi6hcloRMk/RyBUnMGe4YuQdMvf5Y50WTr795u7MIiIiGzE4f9tRqg4gzrhhhGTHPvaIr/FMkJERGQjxO7XAAB5ATfAw8tb3jA9iGWEiIjIBhT9nI3Y5n0wCQn9Jj4qd5wexTJCRERkA85+8x8AQI57kkPfh6Y9LCNEREQy09ZUIrriKwCAcqzjX+Ts91hGiIiIZJb/1Sq4S3oUKgZg+BU3XnoFB8MyQkREJCNjayv6H38XAFAxbA6kXnitrt43YyIiIhtyMH0jgkU5auGJ6OvvlTuOLFhGiIiIZKTKXA0AyA/+M9w8vGROIw+WESIiIpkcP7QLww05aBUKDLz+EbnjyIZlhIiISCZV218GABz0GofA0AiZ08iHZYSIiEgGVeUliK35FgDgMe5hmdPIi2WEiIhIBj9/9X9QSS045jQYkQkT5I4jK5YRIiKiHtbc1IDBpzYCALQxd/fK03l/q3fPnoiISAaHtqyBH2pRhj6InXSX3HFkxzJCRETUg0xGIwJy1wAACiNmwdlFJXMi+bGMEBER9aBD33+EAabTqBNuGH7jX+WOYxNYRoiIiHqQy95XAAC5QX+Gl8ZX5jS2gWWEiIioh/yctQPDDDloEUoMuvFxuePYDJYRIiKiHlK//SUAQLZ3CvqGDJQ5je1gGSEiIuoBJSfyEVu3EwDgd93fZU5jW1hGiIiIekDxlheglAQOuY7GwOFJcsexKSwjRERE3ay2shQxFV8CABRXzJU5je1hGSEiIupm+f/9N9wlPQqU4Rh+xY1yx7E5LCNERETdqLmpAUNOfQAAqB35l15/6ff28CtCRETUjQ5+8Qr6QItS+CP2utlyx7FJLCNERETdpMWgR//8c5d+PzX0Hl76vQMsI0RERN0ke8saBKEClfBG7I0Pyx3HZrGMEBERdQNjaysCDr0KACgYNAuu7p4yJ7JdLCNERETd4OC376C/qQQ6eGD4lL/JHcemsYwQERFZmTCZoN7/MgAgN3QGb4h3CSwjREREVnboh08RYTyORqHC0Cm8Id6lsIwQERFZmcuuczfEOxT4Z3j7BcqcxvaxjBAREVlR3u6tGNqSC4NwQviUeXLHsQssI0RERFbUuuMFAMABv8nwDw6TN4ydYBkhIiKykmPZ/0NM8360CgX6TZ4vdxy7wTJCRERkJfXfLAMAZGuuRcigoTKnsR8sI0RERFZQcPAnjGz8CSYhwX/yQrnj2BWWESIiIiuo2/ZPAECWZgIGRMbJG8bOsIwQERFdpnN7RXZxr0gXsYwQERFdJu4VuTwsI0RERJeh4OCPGNm4C0buFekylhEiIqLLULftWQDAAe4V6TKWESIioi46lv0/7hWxApYRIiKiLmr4hntFrIFlhIiIqAuOZf8PcY0ZMAoJfW/gXpHLwTJCRETUBQ2/nEFzQJOC/kPi5A1j51hGiIiILHRkfzrimnb/slfkKbnj2D2WESIiIgsIkwnGb54BAGT6XM+9IlbAMkJERGSBwz9+juGGgzAIJ4T+6Wm54zgElhEiIqJOEiYTXHeeO4Mmq++fEDQgUuZEjoFlhIiIqJOyv30Hg1uPoVGoMHja03LHcRgsI0RERJ1gbG2F754XAAAHQ+9An4B+MidyHCwjREREnZD15WoMMBVDCw8Mn8YzaKyJZYSIiOgS9M2N6Je9EgCQP+huqL37yBvIwbCMEBERXcKBz1YiCBWogA9ib/6H3HEcDssIERHRRTTWazH46GoAwIlhD8HNw0vmRI6nS2Vk1apVCAsLg6urK5KSkrB3794Ox3766adISEiAt7c3PDw8EBcXh3feeafLgYmIiHrSwY/+hT7QokQKwMgpc+WO45AsLiObNm1CWloaFi9ejKysLMTGxmLixIkoLy9vd7yvry+efPJJZGRk4NChQ0hNTUVqaiq2bdt22eGJiIi6U2VpMWJObgAAnI1/DC4qV3kDOShJCCEsWSEpKQmjR4/GK6+8AgAwmUwIDQ3F3LlzMW/evE69xqhRozB58mQsXbq0U+N1Oh00Gg20Wi3UarUlcYmIiLpsz8uzkVS1GT87DcHgBXsgKXh0gyU6+/fboq+qwWBAZmYmUlJSfn0BhQIpKSnIyMi45PpCCKSnp+Po0aMYN25ch+P0ej10Ol2bBxERUU86dSQL8ZVfAABaJyxhEelGFn1lKysrYTQaERAQ0GZ5QEAASktLO1xPq9XC09MTLi4umDx5Ml5++WX84Q9/6HD8smXLoNFozI/Q0FBLYhIREV22mi8WwEky4YD7WAxLvl7uOA6tR2qel5cXsrOzsW/fPjz77LNIS0vDjh07Ohw/f/58aLVa86O4uLgnYhIREQEA8nZ9hbjGDLQKBfpMXSZ3HIfnZMlgPz8/KJVKlJWVtVleVlaGwMDADtdTKBSIiIgAAMTFxSE/Px/Lli3D1Vdf3e54lUoFlUplSTQiIiKrMBmNcN6+CACQ6T8VSUPi5A3UC1i0Z8TFxQXx8fFIT083LzOZTEhPT0dycnKnX8dkMkGv11vy1kRERD0ia8ubGNxagHrhhohbOneiBV0ei/aMAEBaWhpmz56NhIQEJCYmYuXKlWhoaEBqaioAYNasWQgJCcGyZed2ay1btgwJCQkIDw+HXq/Hli1b8M477+C1116z7kyIiIguU3NTA0Iyz90ML2fgHCTzZng9wuIyMn36dFRUVGDRokUoLS1FXFwctm7daj6otaioCIrfHHHc0NCABx98EKdPn4abmxuioqLw7rvvYvr06dabBRERkRVkf/wcxqAC5fBF3C1Pyh2n17D4OiNy4HVGiIiou1WVnYbLqwnwkpqwN/afSPwTr7Z6ubrlOiNERESO6vimefCSmnBMGYGEmx6UO06vwjJCRES9XsHBH5FQ9SUAwHjdMiiUSpkT9S4sI0RE1KsJkwktX/4DCklgv9cERCVdJ3ekXodlhIiIerWsr9dhaEsuGoUK/W59Qe44vRLLCBER9VpNDXUI2XfuUhQHw1IRGBouc6LeiWWEiIh6rYMbn0EgKnEW/hg5faHccXotlhEiIuqVSouOIa5oAwDgTNKTcHX3lDdQL8YyQkREvVLJh4/BVWpBrks0Rk2cLXecXo1lhIiIep28XV8hvn4HjEKC6w3PQ1Lwz6Gc+NUnIqJepcXQDI/vngAA7PebgvCYsTInIpYRIiLqVTI3PosBpmJUQ42oO1bIHYfAMkJERL1IWdExxBx/HQBwPO4JaHz9ZU5EAMsIERH1Imc2/Q3ukh55ziN4/xkbwjJCRES9wqHvP8LIhv+hVSjgNvUlHrRqQ7gliIjI4TU31qPPzicBAPsCp2Pg8CSZE9FvsYwQEZHDy/7gaYSIMpTDF9F3LJM7Dv0OywgRETm0khO5GPnLlVaLExfCU+0jbyC6AMsIERE5LGEyoerDuVBJLTjkGo9Rk+bIHYnawTJCREQOK/PL1YhpzoReOMNn2n940KqN4lYhIiKHVF1egvCsfwEAsgbdh9CIaJkTUUdYRoiIyCGdePcR+KAOJxRhSJixWO44dBEsI0RE5HAO7fgECbpvYRQSWm/4D5xdVHJHootgGSEiIofSWK+F3w/zAAD7Am7FkFFXyxuILollhIiIHMqhd55AsCjHWfgjeubzcsehTmAZISIih3HswA8YXboRAFA+bhk8vLzlDUSdwjJCREQOocWgh+LLR6CUBPZ7TUDstbfIHYk6iWWEiIgcwv53FyLcWIhaeCLszv+TOw5ZgGWEiIjs3vFDGUg49SYAoCBhMfwC+smciCzBMkJERHatxdAMfP4AnCUjstyvRPwf75E7ElmIZYSIiOxa5jtPIdxYiBp4of+s1bzkux3iFiMiIrt1/NAuxBetO/ffo5+GX2CozImoK1hGiIjILhn0zZA2//LxjMc4xF9/l9yRqItYRoiIyC5lvbMAg0wnUQM1Bsx6jR/P2DFuOSIisjsFB39EQvF6AMCJxGfQh2fP2DWWESIisivNjXVw/vx+OEkmZHqOR/wf+fGMvWMZISIiu3Jw/aMYYDqNCvhg0OzX5Y5DVsAyQkREduPQjo+RVPExAODs1S/Cxz9I5kRkDSwjRERkF2oqziJ4x98BAHv8pyHm6ptlTkTWwjJCREQ2T5hMOLnhHvihFqcUoYhN/Y/ckciKWEaIiMjm7fv8FYxs+BEGoUTLlNfh6u4pdySyIpYRIiKyaWdO5GF49rMAgMzwhxARe4XMicjaWEaIiMhmtRj0qHs/FR5SM/JcopF4+2K5I1E3YBkhIiKblbnhMUS2HoEO7vC5Yy2UTk5yR6JuwDJCREQ2KWfnpxhz5m0AwLGkfyFoQKTMiai7sIwQEZHNqSwtQvD2RwEAe/pMRfz1qfIGom7FMkJERDbFZDSidP0s9IEWJxRhiL17ldyRqJuxjBARkU3Z++5CjNAfQKNQQXHrep7G2wuwjBARkc04svdbJJx4DQCQG/skwqJGyZyIegLLCBER2QRdVTm8tzwAJ8mE/V4pSJg6V+5I1ENYRoiISHYmoxGFb96BQFTgtBSIyHvWQFLwT1RvwS1NRESy2/v2AsQ27UWzcIb+T+vhpfGVOxL1IJYRIiKSVc7Oz5B48nUAwKG4RQiPGStzIuppLCNERCSb0uIC9Nv+Vygkgb0+NyDxT3+VOxLJgGWEiIhkYdA3Q/vW7fCBDgXKcMTc94bckUgmLCNERCSLA2seRGTrUejgAfc734erm4fckUgmLCNERNTj9v/3dSRVfgIAOHHVSwgeGCVzIpITywgREfWogoM/Yvj+pwAAGSGpiJtwm8yJSG4sI0RE1GOqyk7D87PZcJMMOOg6GompK+SORDagS2Vk1apVCAsLg6urK5KSkrB3794Ox65ZswZXXXUVfHx84OPjg5SUlIuOJyIix2TQN6PszekIRCWKpGCE3b8RSicnuWORDbC4jGzatAlpaWlYvHgxsrKyEBsbi4kTJ6K8vLzd8Tt27MCMGTPw/fffIyMjA6GhobjuuutQUlJy2eGJiMh+HHjjfgxrOYw64QZx2wfQ+PjJHYlshCSEEJaskJSUhNGjR+OVV14BAJhMJoSGhmLu3LmYN2/eJdc3Go3w8fHBK6+8glmzZnXqPXU6HTQaDbRaLdRqtSVxiYjIBuz96AUk5v4TJiHh0LjVPE6kl+js32+L9owYDAZkZmYiJSXl1xdQKJCSkoKMjIxOvUZjYyNaWlrg69vxpX71ej10Ol2bBxER2ae83Vsx8vAyAMCeQQ+yiNAFLCojlZWVMBqNCAgIaLM8ICAApaWlnXqNJ554AsHBwW0Kze8tW7YMGo3G/AgNDbUkJhER2YjSomMI3HovnCUjMr2uwZiZ/5Q7EtmgHj2bZvny5di4cSM+++wzuLq6djhu/vz50Gq15kdxcXEPpiQiImuo19WgccM0+EKH48pBGHr/W7wTL7XLosOY/fz8oFQqUVZW1mZ5WVkZAgMDL7ruihUrsHz5cnz33XeIiYm56FiVSgWVSmVJNCIisiGtLQacePUWxJhOohLecJ+1Ee6eGrljkY2yqKK6uLggPj4e6enp5mUmkwnp6elITk7ucL3nn38eS5cuxdatW5GQkND1tEREZPuEQObr9yOmeR+ahAuqbnobQQMi5U5FNsziE7zT0tIwe/ZsJCQkIDExEStXrkRDQwNSU1MBALNmzUJISAiWLTt3sNJzzz2HRYsW4f3330dYWJj52BJPT094enpacSpERGQL9mx8FkmVn8IkJOQnr8CoUePljkQ2zuIyMn36dFRUVGDRokUoLS1FXFwctm7daj6otaioCIrffCb42muvwWAwYNq0aW1eZ/HixXj66acvLz0REdmUg999gNFHVgASsDfirxgzabbckcgOWHydETnwOiNERLav4OBPCP70T3CX9NjreyNGP/w2D1jt5brlOiNERETtKTt9HOrP7oS7pEeOahRG/mUtiwh1Gr9TiIjosmirK9C0bir6ohonFaEY8MDHcHbhGZHUeSwjRETUZc2N9Sh5bSrCTEUohy9Usz+B2ruP3LHIzrCMEBFRlxhbW5G/ajqGtRyGDu5ouGUjT+GlLmEZISIiiwmTCftfuwsjG36EXjij+Lq1GDg8Se5YZKdYRoiIyGK7NzyBpKrPYRIScpNXYPjYP8odiewYywgREVlkz0crkFz0BgBg3/AFGDVpjryByO6xjBARUadlfb0eCYfP3Xl3d7+7kXTrP2RORI6AZYSIiDrl4PYPMWL336GUBPb63ICku1bIHYkcBMsIERFdUu5PXyHyhwfhIhmR6XUt4h96ixc1I6vhdxIREV3U0f3bEfbNXXCVWpDtnoyYuRuhdLL41mZEHWIZISKiDp04vBtBX94JD6kZh1VxiJr7Ca+uSlbHMkJERO0q+jkb3h/fAjUacMR5GAY+/Dlc3TzkjkUOiGWEiIguUHIiF6r3/wxf6FCgDEfQg/+Fh5e33LHIQbGMEBFRGyUncuH09o0IQBVOKULhe/9/ofHxkzsWOTCWESIiMmtbRPrB474t8O0bIncscnAsI0REBKC9IvI1/AL7yx2LegGWESIiYhEhWbGMEBH1ciwiJDeWESKiXqzo52wWEZIdL6FHRNRLHc/ZDe9PbkUfaHFKEQqP+7awiJAsuGeEiKgXOrI/Hf6f/Bl9oEWBMhxef9nGIkKy4Z4RIqJe5vBPX2LQN3fBXdLjiNNQBD30Ja8jQrJiGSEi6kUObt+EyB8egqvUgsOqOAx8+HNeWZVkx49piIh6icwt6zH0hwfMd9+NeHQLiwjZBO4ZISLqBfZseg6j85ZBIQlkel2LmLkbefddshksI0REDkyYTNi9Ng3JJesBCdjTZyoSHlgLpRN//ZPt4HcjEZGDam0xIGvVbCTXbgEA7B7wFyTNXgZJwU/oybawjBAROaDGBh2OvTINiU17YBQSMmMWY8zNf5M7FlG7WEaIiBxMTcVZlL0+FbGtR9AsnHHkyv9D4h9ulzsWUYdYRoiIHEjJiXwY370ZUaYSaOGBs5PfQlziH+SORXRRLCNERA7iyJ5vEPD13fCBDqXwg/62jxAVNUruWESXxDJCROQA9n+xGjGZT8JFasUxZQR87v4EgcFhcsci6hSWESIiOyZMJuxe/w8kF68BJOCAxxWIfOADuHtq5I5G1GksI0REdqq5qQGHX52J5Lp0AEBG0J1Iuuf/oFAqZU5GZBmWESIiO1RVdhoVb96ChJY8tAglsmMWIpmn7pKdYhkhIrIzx7L/B6/NcxCFSujggaI/rMboK2+SOxZRl7GMEBHZkX2fv4borIVwlVpQLAXDdNsHGBEZJ3csosvCMkJEZAdaWwzY9+ZfkVz2ASABB92SMPD+D6D27iN3NKLLxjJCRGTjairOouTN25CszwYAZPS7C0mpK3igKjkMlhEiIhtWkJMB909nYYQoR6NQ4Ujy80ieNEfuWERWxTJCRGSDhBDY99n/IebgUrhKLSiRAmC49T2MGjZa7mhEVscyQkRkYxobdDj8xn1I1H4NSMAh19EYcO970PQJkDsaUbdgGSEisiGnjmbDtGkWEk2nYBQS9g18EIkzl/L4EHJoLCNERDZi/5drMHTfU/CQmlEFb5RetwpjrrhB7lhE3Y5lhIhIZs1NDTj45oNIqtoMSECuSwwC7noPwwP7yx2NqEewjBARyagwbx/w8d1IMp0CAOzul4rRc16A0slZ5mREPYdlhIhIBsJkwt4Pn0Nc/otQSS2oggYlV7+EMVdPkzsaUY9jGSEi6mFV5SUoXn8Xkpp2m8+WCUldj5iAULmjEcmCZYSIqAcd+uFTBH//N8ShFnrhjANRaUiaPg+SQiF3NCLZsIwQEfWA5sZ6ZL/1d4wp2wgAOKkIhbh5LcYMT5I5GZH8WEaIiLrZ0f3b4bblYYwxlQAA9vj9GbF3vQxXd0+ZkxHZBpYRIqJuom9uRNbbTyCx5B0oJYEK+ODsuOeQdO10uaMR2RSWESKibnAs+39w/uJBJJuKAAnYr/4Dhsx+FTF9+sodjcjmsIwQEVmRQd+MzHefxOiidXCSTKiCBkVjn0XCdTPljkZks1hGiIis5OesHXD68hEkm04CEpDlOR4DZ6/GSP9guaMR2TSWESKiy1Svq8Hhd/+BxLKPoJAEauCFE6OfRvzke+SORmQXunRi+6pVqxAWFgZXV1ckJSVh7969HY7Nzc3FzTffjLCwMEiShJUrV3Y1KxGRzTm4fSPqX0rAmPIPoZAE9mmug3hwD4sIkQUsLiObNm1CWloaFi9ejKysLMTGxmLixIkoLy9vd3xjYyMGDRqE5cuXIzAw8LIDExHZgsrSYmS+OBWxO+9HICpxRgpAzjXrMfpvH8G3b4jc8YjsiiSEEJaskJSUhNGjR+OVV14BAJhMJoSGhmLu3LmYN2/eRdcNCwvDo48+ikcffdSikDqdDhqNBlqtFmq12qJ1iYisydjaiv2frURU7kvQoAFGIWFf0O2IuXMZ3D01cscjsimd/ftt0TEjBoMBmZmZmD9/vnmZQqFASkoKMjIyup72d/R6PfR6vfnfOp3Oaq9NRNRVR/dvh+Lrx5FkLAAAFCjDgZv+D2Nir5Q5GZF9s6iMVFZWwmg0IiAgoM3ygIAAHDlyxGqhli1bhmeeecZqr0dEdDlqKs6g4P3HMLrmKwBAnXBDbtRcJEx7HE7OLjKnI7J/Nnlnpvnz50Or1ZofxcXFckciol7I2NqKPZueg3JVgrmI7NNMgv6BfRgz40kWESIrsWjPiJ+fH5RKJcrKytosLysrs+rBqSqVCiqVymqvR0Rkqdzd26D6dj6SjMcBAMeVg2CY+DxGJ/5B5mREjseiPSMuLi6Ij49Henq6eZnJZEJ6ejqSk5OtHo6IqKedPp6LrBduxPCttyLCeBw6eGB31HwMmLcXQ1lEiLqFxRc9S0tLw+zZs5GQkIDExESsXLkSDQ0NSE1NBQDMmjULISEhWLZsGYBzB73m5eWZ/7ukpATZ2dnw9PRERESEFadCRNR12uoK5G1aiPjSD9FPMsIoJGT1uQGDpi/HmIB+cscjcmgWl5Hp06ejoqICixYtQmlpKeLi4rB161bzQa1FRUVQKH7d4XLmzBmMHDnS/O8VK1ZgxYoVGD9+PHbs2HH5MyAiugwtBj0yP3kRUUdXIRn1gATkuMbD66blGD0sUe54RL2CxdcZkQOvM0JE1iZMJhz49j347/4XQsUZAMBJRSh0Vz2NmGumyZyOyDF0y3VGiIgcweEfv4Dzjn9iVOtRAEA11Dg2/BHET/0rz5AhkgHLCBH1Gj9n7YBh22KM0GcDABqFCof6zcCwWxcjSeMrbziiXoxlhIgc3qn8/aj+chFGNvwEADAIJQ70/RPCb16MMYH9ZU5HRCwjROSwio4dRNmX/0R87bcYIIlzZ8h4T0TIn5YgKSxS7nhE9AuWESJyOKeOZKFiy7MYqU1Hf0kAEpDlfhV8b3wGo4fGyx2PiH6HZYSIHEZh3j5Uf/0sRup2YMAvJeSg2xi4X7cAo0aOlzseEXWAZYSI7N6JnAzUbvsXRtXvxEAAkIADHlfA67oFiOUddYlsHssIEdklYTIhf8826Hf+ByObMgAAJiHhgNc4eE98EiOjk2ROSESdxTJCRHbF2NqKQ+nvwW3fqxjWegTAuRKSpb4Gfa5/EvHDEmROSESWYhkhIrvQ3NSAQ1+tRlDumxj5yxVT9cIZB/tcj+DrH0fC4BiZExJRV7GMEJFNq6ksxdEv/4PBJ99DIrQAAB08kNfvVkTc8HckBobKnJCILhfLCBHZpIKcDFRvfxkx1d9gjNQCACiFH04OmYPoGx7GGLWPzAmJyFpYRojIZrS2GHAo/X24Zr2JYYaccwsl4LgyHNWx9yFuUioCXVTyhiQiq2MZISLZaatKkf/VKoSdeB+jUAkAaBUKHPQaB49xDyEyIQXhCoXMKYmou7CMEJEshMmEI/u3o+6nNYipTTd/FFMDNY6E3IxB189FfL9wmVMSUU9gGSGiHqWtrkD+tjUIOLYRQ02nzi2UgAJlOKpHpCJm0l1IdvOQNyQR9SiWESLqdsJkwtH936HupzcRXbvdvBekSbjgsM8EqK+8B0NGXYsIfhRD1CuxjBBRt6koLcLx79Yj8MTHiDIVnVsoAYWKMJRHzsDQifdgtLefvCGJSHYsI0RkVc1NDcj7fhMUORsxonEfxkgmAECjUP2yF+ReRI66GgO5F4SIfsEyQkSXTZhM+DlrO7QZbyOq6juMQsO5JyTgZ6dI1A6Zhsjr7kaidx95gxKRTWIZIaIuO308F6d3vo2Qoi8Q+csl2oFzFycrDLkBIeNTMWRInHwBicgusIwQkUVKiwtw8od30efklxjcegz9flneIFTI874abqPvxLDkyQhUKmXNSUT2g2WEiC6psrQIx3e8B83xLxDVkofAX5a3CgXy3eLQFHkzhqXcidFe3nLGJCI7xTJCRO2qLDuN4zs3wbPgC0Q1H0SSJAAAJiHhiGoE6iJuwuDxtyM6oN8lXomI6OJYRojI7EzhERTt2gTNyW2INOTB75cCAgk46hSJ6oE3YtDVd2BYyCB5gxKRQ2EZIerFhMmEk/n7ULbnY/iXfItwYyGCzz8pAcecIlARej0GXHUnIgdFyRmViBwYywhRL9Ni0OPovm9Rf+hLhJZvx0BRhoG/PGcUEo6oolE/cBLCrrgVg/sPxmBZ0xJRb8AyQtQLVJYW4UTGZigLvsWQ+n0YITWZn9MLZ+R7JMAw+I8YfOUtGO4fJGNSIuqNWEaIHJDJaETBwf+h+sB/0efsDxjcegzmi65L5+6Me1yTDCnqekRd+SfE8SwYIpIRywiRgygvKcTJvV9BKtyBcN0eDIGuzfPHlBGoDL4afeJuQETsVUhw4o8/EdkG/jYislP1umoU7N0G/dHvEFi1BwNMxej72+eFG372HI3W8D9gUPJUDA7qz+M/iMgmsYwQ2QmDXo8TB3egNudbeJf+hAjDEcT9chM64Nz1PwqcB6MqYCzUw/6AwQkpGKVylTExEVHnsIwQ2ajmpgacyN4J7ZEd8CrdjUHN+YiS9L8OkIDTUhBKfJPgMvgahI/+I4b06dvxCxIR2SiWESIb0VivxYkDO1B/dAfU5fsQrj+CYVLLrwMkoAZeOOEZj9aBVyM0/o/oFxYJXv+UiOwdywiRTCpKi1B8cCf0JzPgW7Efg1qOYYRk/HWABFTBGyc949DafywCRlyLAVGjEK/gDeiIyLGwjBD1gBaDHidz96DqyI9wOrMfwfWHESzK4P/bQRJQCj+cVo+Eqf9YBMVOQL/waPRRKOSKTUTUI1hGiLpBxdkinM7ZCX3hbqirDmCg/mcMlgxtzmYxCQmnlP1R4R0Dqf8YhMT9AUH9ByOQ5YOIehmWEaLLVFl2GiW5u9B4MhOulQcR3HgUAai+YK+HDh446ToMjX1HwTNiLAbEXIWB3n3Ml2InIuqtWEaILFBdXoLTuRloOLUfruWHENx4BAGo+vXqpr8wCglFyv4o18RACk1EwPBxCI2IRoySx3sQEf0eywhRO4ytrTh9IheVBZkwlByCa/URBDYdQxAq4fu7sSYhoVjZDxWeUTAGxUETnoj+w5Iw0FPDvR5ERJ3AMkK9nq62EiX5+6A7lQ2p7DC8635Gv5ZTGCDpMaCd8cVSMMq8hqE1IBaaQaMROnwMBqh92h1LRESXxjJCvUa9rgZnCg6i9lQOjOVH4FZbgIDm4wgSFVD/frAENAkXFDuHoVY9BKLvCKjD4hASlYhQ7z4IlWMCREQOimWEHI6uqhxnjmdDV3QYpvIjcNcdR9/mkwhEJYZ0sE4p/FHqFoEm3yi4hMSib8RIBA8agSG8mRwRUbfjb1qySwZ9M0pPHUF1UT6ay36GVH0CnnWFCDScQh/UXrin4xcV8EGZagAa1BGAfyS8QqMREjkagb5+COzRGRAR0XksI2SzjK2tKCs+hqpTuWgs/RmoOg63upPooy9GoKkc/SWB/h2sWwo/lLkORKMmAsq+kVCHjkBQRBz8ff3bnnJLRESyYxkhWelqq1BRdAS6s8ehrzgBqfYUXBtOw0dfgkBjKYIlI4LbW1ECGoUKZ51CUOvWHwbNQDj5R0AdOgLBETEI1PhyTwcRkZ1gGaFupW9uQHnRMdSUHENTxQmI6lNwqS+GuqkE/sZSaNDQ4UcqkAC9cMYZZRBqXUOhV4dB8h8Mz6BI9A0bBr/A/gjn1UqJiOweywh1mbG1FZWlp1BzthANFadgqC6GpD0NVeNZeOrL4NNaAT/UIhS46Nkn1VCj0ikQdW4hMHiFQukbBve+4fDtPxQB/cIxkAeREhE5NP6Wp3a1GPSoKiuGruI0GipPw1B1CkJbAueGM/BoLoN3Szn8RDUCJBMCLvFaDcIVZcpAaF2DoPcIBXwGwNV/EDTB4ejbPxK+Xt4XXEiMiIh6D5aRXsbQ3ITq8mLUlhejqaoEhtozMOlKoWwog2tzBTwNFfA2VcMXOgQCFz/uQgJahBKVki9qnfuiwTUQLZ5BUGj6wcU3FF4BA+EbNBA+foEYxI9TiIioAywjDqC5sR41FSWoqypFU20p9LXlaK0vh9RQAaemKqgMVfAyVMLbVA0f1F26ZPyiRShRJflA5+SLOlUADB7BkNQhcO7TH+7+A+AbNBB+AaEIcnJCUHdPkoiIHBbLiI0RJhMaG+qgqy5Dg7YSzbXlaNaWobWuHGiogLKxEs76argZquFprIW3SQsPqRlBQKcLgUE4oUrygdapDxpd/GFw94fwCIRSEwSVTzA8/ULhHdAPPn0CEahU8qwUIiLqViwj3cigb4auphz1NeVorK1As64KrfWVMDZWA43VUDbXwMmghaqlFu6tOniadFCLenhILfDo7JtIv7yXcEKNpEGd0huNzr7Qq3xhdPOD5NEHCq8AuHgHwcs/FD4B/aHx6YsgpYJ7M4iIyCawjFxEa4sB9dpqNOiq0Kirhr6+Bob6GrQ2amFqqoVo0kLS66Aw6ODUUgeX1jq4GuvhYayDWtTBQ2qGH3DB7eUvylwulNBJXqhXqFHv5ItmlS+Mrr4wuftB4dkXLpoAuHkHwNM3CBq/IHiqfRCgUFzyYFIiIiJb06vLyO73l0JRVQBlSx2cW+rg0loPV2Md3E0N8BQNcJf08Abg3ZUX/6VUmIQEneSBOkmNRqUazc5qGFy8YVT5AG4+kDx84eTZByovP7iq/eDp0xdqH3+4eWjgp1BYVmSIiIjsUK8uIz4nvkRk65H2n5R+/c9GoUK95IFGhQealV4wOHmixdkLRhc1TC5egKs3FO4aOLl5w8XTGy6evnDT+EPt0xde3n7wViq7VmiIiIh6gV5dRmqGTEOGrhSSmwZKNw2cPLzh7OEDV08fuKl94aHuA0+1D9xdVHCXOywREZGD6tVlZMytj8sdgYiIqNfr0pWoVq1ahbCwMLi6uiIpKQl79+696PiPPvoIUVFRcHV1RXR0NLZs2dKlsEREROR4LC4jmzZtQlpaGhYvXoysrCzExsZi4sSJKC8vb3f8rl27MGPGDNx99904cOAApk6diqlTp+Lw4cOXHZ6IiIjsnySEEJaskJSUhNGjR+OVV14BAJhMJoSGhmLu3LmYN2/eBeOnT5+OhoYGfPnll+ZlY8aMQVxcHFavXt2p99TpdNBoNNBqtVCrO7zHKxEREdmQzv79tmjPiMFgQGZmJlJSUn59AYUCKSkpyMjIaHedjIyMNuMBYOLEiR2OBwC9Xg+dTtfmQURERI7JojJSWVkJo9GIgIC2l9YKCAhAaWlpu+uUlpZaNB4Ali1bBo1GY36Ehl7sBvRERERkz2zyVqrz58+HVqs1P4qLi+WORERERN3EolN7/fz8oFQqUVZW1mZ5WVkZAgPbv51aYGCgReMBQKVSQaVSWRKNiIiI7JRFe0ZcXFwQHx+P9PR08zKTyYT09HQkJye3u05ycnKb8QDw7bffdjieiIiIeheLL3qWlpaG2bNnIyEhAYmJiVi5ciUaGhqQmpoKAJg1axZCQkKwbNkyAMAjjzyC8ePH48UXX8TkyZOxceNG7N+/H2+88YZ1Z0JERER2yeIyMn36dFRUVGDRokUoLS1FXFwctm7daj5ItaioCArFrztcxo4di/fffx9PPfUUFixYgMGDB2Pz5s0YMWKE9WZBREREdsvi64zIgdcZISIisj/dcp0RIiIiImtjGSEiIiJZ2cVde89/ksQrsRIREdmP83+3L3VEiF2Ukbq6OgDglViJiIjsUF1dHTQaTYfP28UBrCaTCWfOnIGXlxckSbLa6+p0OoSGhqK4uNhhD4x19DlyfvbP0efI+dk/R59jd85PCIG6ujoEBwe3OdP29+xiz4hCoUC/fv267fXVarVDfoP9lqPPkfOzf44+R87P/jn6HLtrfhfbI3IeD2AlIiIiWbGMEBERkax6dRlRqVRYvHixQ9+Uz9HnyPnZP0efI+dn/xx9jrYwP7s4gJWIiIgcV6/eM0JERETyYxkhIiIiWbGMEBERkaxYRoiIiEhWDl9Gnn32WYwdOxbu7u7w9vbu1DpCCCxatAhBQUFwc3NDSkoKjh071mZMdXU17rjjDqjVanh7e+Puu+9GfX19N8zg4izNcfLkSUiS1O7jo48+Mo9r7/mNGzf2xJTa6MrX+eqrr74g+1/+8pc2Y4qKijB58mS4u7ujb9++ePzxx9Ha2tqdU+mQpXOsrq7G3LlzERkZCTc3N/Tv3x9//etfodVq24yTaxuuWrUKYWFhcHV1RVJSEvbu3XvR8R999BGioqLg6uqK6OhobNmypc3znfl57GmWzHHNmjW46qqr4OPjAx8fH6SkpFwwfs6cORdsq0mTJnX3NDpkyfw2bNhwQXZXV9c2Y2xtG1oyv/Z+n0iShMmTJ5vH2NL227lzJ2688UYEBwdDkiRs3rz5kuvs2LEDo0aNgkqlQkREBDZs2HDBGEt/ri0mHNyiRYvESy+9JNLS0oRGo+nUOsuXLxcajUZs3rxZHDx4UNx0001i4MCBoqmpyTxm0qRJIjY2VuzevVv873//ExEREWLGjBndNIuOWZqjtbVVnD17ts3jmWeeEZ6enqKurs48DoBYv359m3G/nX9P6crXefz48eLee+9tk12r1Zqfb21tFSNGjBApKSniwIEDYsuWLcLPz0/Mnz+/u6fTLkvnmJOTI/785z+LL774QhQUFIj09HQxePBgcfPNN7cZJ8c23Lhxo3BxcRHr1q0Tubm54t577xXe3t6irKys3fE//fSTUCqV4vnnnxd5eXniqaeeEs7OziInJ8c8pjM/jz3J0jnefvvtYtWqVeLAgQMiPz9fzJkzR2g0GnH69GnzmNmzZ4tJkya12VbV1dU9NaU2LJ3f+vXrhVqtbpO9tLS0zRhb2oaWzq+qqqrN3A4fPiyUSqVYv369eYwtbb8tW7aIJ598Unz66acCgPjss88uOv7EiRPC3d1dpKWliby8PPHyyy8LpVIptm7dah5j6desKxy+jJy3fv36TpURk8kkAgMDxQsvvGBeVltbK1Qqlfjggw+EEELk5eUJAGLfvn3mMV9//bWQJEmUlJRYPXtHrJUjLi5O3HXXXW2WdeabuLt1dX7jx48XjzzySIfPb9myRSgUija/MF977TWhVquFXq+3SvbOstY2/PDDD4WLi4toaWkxL5NjGyYmJoqHHnrI/G+j0SiCg4PFsmXL2h1/6623ismTJ7dZlpSUJO6//34hROd+HnuapXP8vdbWVuHl5SXeeust87LZs2eLKVOmWDtql1g6v0v9brW1bXi52+/f//638PLyEvX19eZltrT9fqszvwP+8Y9/iOHDh7dZNn36dDFx4kTzvy/3a9YZDv8xjaUKCwtRWlqKlJQU8zKNRoOkpCRkZGQAADIyMuDt7Y2EhATzmJSUFCgUCuzZs6fHslojR2ZmJrKzs3H33Xdf8NxDDz0EPz8/JCYmYt26dZe8BbS1Xc783nvvPfj5+WHEiBGYP38+Ghsb27xudHQ0AgICzMsmTpwInU6H3Nxc60/kIqz1vaTVaqFWq+Hk1PZ2Uz25DQ0GAzIzM9v87CgUCqSkpJh/dn4vIyOjzXjg3LY4P74zP489qStz/L3Gxka0tLTA19e3zfIdO3agb9++iIyMxAMPPICqqiqrZu+Mrs6vvr4eAwYMQGhoKKZMmdLm58iWtqE1tt/atWtx2223wcPDo81yW9h+XXGpn0FrfM06wy5ulNeTSktLAaDNH6rz/z7/XGlpKfr27dvmeScnJ/j6+prH9ARr5Fi7di2GDh2KsWPHtlm+ZMkSXHvttXB3d8c333yDBx98EPX19fjrX/9qtfyX0tX53X777RgwYACCg4Nx6NAhPPHEEzh69Cg+/fRT8+u2t33PP9eTrLENKysrsXTpUtx3331tlvf0NqysrITRaGz3a3vkyJF21+loW/z2Z+38so7G9KSuzPH3nnjiCQQHB7f55T5p0iT8+c9/xsCBA3H8+HEsWLAA119/PTIyMqBUKq06h4vpyvwiIyOxbt06xMTEQKvVYsWKFRg7dixyc3PRr18/m9qGl7v99u7di8OHD2Pt2rVtltvK9uuKjn4GdTodmpqaUFNTc9nf851hl2Vk3rx5eO655y46Jj8/H1FRUT2UyLo6O7/L1dTUhPfffx8LFy684LnfLhs5ciQaGhrwwgsvWOUPWXfP77d/lKOjoxEUFIQJEybg+PHjCA8P7/LrWqKntqFOp8PkyZMxbNgwPP30022e685tSF2zfPlybNy4ETt27GhzkOdtt91m/u/o6GjExMQgPDwcO3bswIQJE+SI2mnJyclITk42/3vs2LEYOnQoXn/9dSxdulTGZNa3du1aREdHIzExsc1ye95+tsIuy8jf//53zJkz56JjBg0a1KXXDgwMBACUlZUhKCjIvLysrAxxcXHmMeXl5W3Wa21tRXV1tXn9y9HZ+V1ujo8//hiNjY2YNWvWJccmJSVh6dKl0Ov1l33/gp6a33lJSUkAgIKCAoSHhyMwMPCCI8HLysoAwCrbD+iZOdbV1WHSpEnw8vLCZ599Bmdn54uOt+Y2bI+fnx+USqX5a3leWVlZh3MJDAy86PjO/Dz2pK7M8bwVK1Zg+fLl+O677xATE3PRsYMGDYKfnx8KCgp69I/Z5czvPGdnZ4wcORIFBQUAbGsbXs78GhoasHHjRixZsuSS7yPX9uuKjn4G1Wo13NzcoFQqL/t7olOsdvSJjbP0ANYVK1aYl2m12nYPYN2/f795zLZt22Q7gLWrOcaPH3/BGRgd+ec//yl8fHy6nLUrrPV1/vHHHwUAcfDgQSHErwew/vZI8Ndff12o1WrR3NxsvQl0QlfnqNVqxZgxY8T48eNFQ0NDp96rJ7ZhYmKiePjhh83/NhqNIiQk5KIHsN5www1tliUnJ19wAOvFfh57mqVzFEKI5557TqjVapGRkdGp9yguLhaSJInPP//8svNaqivz+63W1lYRGRkp/va3vwkhbG8bdnV+69evFyqVSlRWVl7yPeTcfr+FTh7AOmLEiDbLZsyYccEBrJfzPdGprFZ7JRt16tQpceDAAfPpqwcOHBAHDhxocxprZGSk+PTTT83/Xr58ufD29haff/65OHTokJgyZUq7p/aOHDlS7NmzR/z4449i8ODBsp3ae7Ecp0+fFpGRkWLPnj1t1jt27JiQJEl8/fXXF7zmF198IdasWSNycnLEsWPHxKuvvirc3d3FokWLun0+v2fp/AoKCsSSJUvE/v37RWFhofj888/FoEGDxLhx48zrnD+197rrrhPZ2dli69atwt/fX9ZTey2Zo1arFUlJSSI6OloUFBS0OZ2wtbVVCCHfNty4caNQqVRiw4YNIi8vT9x3333C29vbfObSzJkzxbx588zjf/rpJ+Hk5CRWrFgh8vPzxeLFi9s9tfdSP489ydI5Ll++XLi4uIiPP/64zbY6/zuorq5OPPbYYyIjI0MUFhaK7777TowaNUoMHjy4x8txV+b3zDPPiG3btonjx4+LzMxMcdtttwlXV1eRm5trHmNL29DS+Z135ZVXiunTp1+w3Na2X11dnfnvHADx0ksviQMHDohTp04JIYSYN2+emDlzpnn8+VN7H3/8cZGfny9WrVrV7qm9F/uaWYPDl5HZs2cLABc8vv/+e/MY/HI9hvNMJpNYuHChCAgIECqVSkyYMEEcPXq0zetWVVWJGTNmCE9PT6FWq0VqamqbgtNTLpWjsLDwgvkKIcT8+fNFaGioMBqNF7zm119/LeLi4oSnp6fw8PAQsbGxYvXq1e2O7W6Wzq+oqEiMGzdO+Pr6CpVKJSIiIsTjjz/e5jojQghx8uRJcf311ws3Nzfh5+cn/v73v7c5LbYnWTrH77//vt3vaQCisLBQCCHvNnz55ZdF//79hYuLi0hMTBS7d+82Pzd+/Hgxe/bsNuM//PBDMWTIEOHi4iKGDx8uvvrqqzbPd+bnsadZMscBAwa0u60WL14shBCisbFRXHfddcLf3184OzuLAQMGiHvvvdeqv+gtZcn8Hn30UfPYgIAA8cc//lFkZWW1eT1b24aWfo8eOXJEABDffPPNBa9la9uvo98P5+c0e/ZsMX78+AvWiYuLEy4uLmLQoEFt/h6ed7GvmTVIQvTw+ZpEREREv8HrjBAREZGsWEaIiIhIViwjREREJCuWESIiIpIVywgRERHJimWEiIiIZMUyQkRERLJiGSEiIiJZsYwQERGRrFhGiIiISFYsI0RERCQrlhEiIiKS1f8Dutq2tUo6bZ8AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from numpy.polynomial.chebyshev import Chebyshev\n", + "from numpy.polynomial.polynomial import Polynomial\n", + "\n", + "\n", + "def get_cheb_approx(func, poly_degree):\n", + " cheb = Chebyshev.interpolate(func, poly_degree, domain=[-1, 1])\n", + " return cheb.convert(kind=Polynomial)\n", + "\n", + "\n", + "def get_sinh_poly(a: float, poly_degree: int):\n", + " normalization = np.abs(np.exp(a * 1))\n", + " return get_cheb_approx(lambda x: np.sinh(a * x) / normalization, poly_degree)\n", + "\n", + "\n", + "def get_cosh_poly(a: float, poly_degree: int):\n", + " normalization = np.abs(np.exp(a * 1))\n", + " return get_cheb_approx(lambda x: np.cosh(a * x) / normalization, poly_degree)\n", + "\n", + "\n", + "A = 2\n", + "DEGREE_EXP = 7\n", + "poly_sinh = get_sinh_poly(A, DEGREE_EXP)\n", + "poly_cosh = get_cosh_poly(A, DEGREE_EXP - 1)\n", + "x = np.linspace(-1, 1, 1000)\n", + "plt.plot(\n", + " x,\n", + " (0.5 * (poly_sinh + poly_cosh)(x)),\n", + " label=r\"$\\approx \\frac{\\sinh(ax)+\\cosh(ax)}{2e^a}$\",\n", + ")\n", + "plt.plot(x, np.exp(A * x) / (2 * np.exp(A)), label=r\"$\\frac {e^{ax}}{2e^a}$\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "9391aa9e-1db9-45f1-ac34-8ea17ef092a9", + "metadata": {}, + "source": [ + "Then we transform the polynomials to qsvt phases using the `pyqsp` package:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e0a82b5c-569b-4e47-84d2-8b8fb1159ef6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pyqsp\n", + "from pyqsp.angle_sequence import QuantumSignalProcessingPhases\n", + "\n", + "\n", + "def get_qsvt_phases(poly, plot=False):\n", + " np.random.seed(1) # set seed as pyqsp does not allow it, and not always converges\n", + " ang_seq = QuantumSignalProcessingPhases(\n", + " poly,\n", + " signal_operator=\"Wx\",\n", + " method=\"laurent\",\n", + " measurement=\"x\",\n", + " tolerance=0.000001, # relaxing the tolerance to get convergence\n", + " )\n", + " if plot:\n", + " pyqsp.response.PlotQSPResponse(\n", + " ang_seq, target=poly, signal_operator=\"Wx\", measurement=\"x\"\n", + " )\n", + " # change W(x) to R(x), as the phases are in the W(x) conventions\n", + " phases = np.array(ang_seq)\n", + " phases[1:-1] = phases[1:-1] - np.pi / 2\n", + " phases[0] = phases[0] - np.pi / 4\n", + " phases[-1] = phases[-1] + (2 * (len(phases) - 1) - 1) * np.pi / 4\n", + "\n", + " # verify conventions. minus is due to exp(-i*phi*z) in qsvt in comparison to qsp\n", + " phases = -2 * phases\n", + "\n", + " return phases.tolist()\n", + "\n", + "\n", + "phases_sinh = get_qsvt_phases(poly_sinh, plot=True)\n", + "phases_cosh = get_qsvt_phases(poly_cosh, plot=True)" + ] + }, + { + "cell_type": "markdown", + "id": "9aa6ef81-48f0-4357-988d-0cb74a7d84fd", + "metadata": {}, + "source": [ + "Lastly, we use the phases within the `qsvt_lcu` function, which is an optimized function for implementing a linear combination of 2 qsvt sequences:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "46bf656c-15df-4435-a16e-cfd78a859b4d", + "metadata": {}, + "outputs": [], + "source": [ + "class MagnusBE(QStruct):\n", + " time_dependent: TimeDependentBE\n", + " qsvt_exp_aux: QBit\n", + " qsvt_exp_lcu: QBit\n", + "\n", + "\n", + "@qfunc\n", + "def short_time_magnus(a: CReal, b: CReal, qbe_st: MagnusBE):\n", + " # compute the coefficient of the expoenent\n", + " timeslice_duration = (END_TIME - START_TIME) / NUM_LONG_SLICES\n", + " sinh_polynomnial = get_sinh_poly(timeslice_duration, DEGREE_EXP)\n", + " cosh_polynomnial = get_cosh_poly(timeslice_duration, DEGREE_EXP - 1)\n", + "\n", + " # apply LCU to combine sinh((b-a)x)/(2exp(b-a)) and cosh((b-a)x)/(2exp(b-a)) to exp((b-a)x)/(2exp(b-a))\n", + " within_apply(\n", + " lambda: H(qbe_st.qsvt_exp_lcu),\n", + " lambda: qsvt_lcu(\n", + " get_qsvt_phases(cosh_polynomnial),\n", + " get_qsvt_phases(sinh_polynomnial),\n", + " time_dependent_projector,\n", + " time_dependent_projector,\n", + " lambda x: short_time_summation(a, b, x),\n", + " qbe_st.time_dependent,\n", + " qbe_st.qsvt_exp_aux,\n", + " qbe_st.qsvt_exp_lcu,\n", + " ),\n", + " )\n", + "\n", + "\n", + "def magnus_predicate(qbe: MagnusBE):\n", + " return logical_and(\n", + " time_dependent_predicate(qbe.time_dependent),\n", + " logical_and(qbe.qsvt_exp_aux == 0, qbe.qsvt_exp_lcu == 0),\n", + " )\n", + "\n", + "\n", + "@qfunc\n", + "def magnus_projector(qbe: MagnusBE, is_in_block: QBit):\n", + " is_in_block ^= magnus_predicate(qbe)" + ] + }, + { + "cell_type": "markdown", + "id": "04925111-04af-401b-8d10-b48b457442cc", + "metadata": {}, + "source": [ + "### Amplification of a single long timesteps" + ] + }, + { + "cell_type": "markdown", + "id": "f9c344fa-d1bf-4a1f-a7e6-466e1184822b", + "metadata": {}, + "source": [ + "As the climax of the algorithm, we wrap the magnus evolution by an amplification step. The prefactor of the exponential block-encoding is 2, so we want to approximate the function $f(x)=2x$ in the interval $[0, \\frac{1}{2}]$." + ] + }, + { + "cell_type": "markdown", + "id": "d2134523-b7be-4e06-9ad8-3099a19b8bdd", + "metadata": {}, + "source": [ + "#### singular value amplification ($\\gamma x$)\n", + "\n", + "We follow the paper's approach, and do a minmax optimization:\n", + "Complete to an odd function. To approximate an odd target function using an odd polynomial of degree $ d $, the target function can be expressed as:\n", + "$$\n", + "F(x) = \\sum_{k=0}^{(d-1)/2} c_k T_{2k+1}(x),\n", + "$$\n", + "where $ T_{2k+1}(x) $ are Chebyshev polynomials of odd degrees, and $ c_k $ are unknown coefficients.\n", + "\n", + "To formulate this as a discrete optimization problem, we discretize $[-1, 1]$ using $ M $ grid points:\n", + "$$\n", + "x_j = -\\cos\\left(\\frac{j \\pi}{M-1}\\right), \\quad j = 0, \\ldots, M-1.\n", + "$$\n", + "\n", + "The coefficient matrix is defined as:\n", + "$$\n", + "A_{jk} = T_{2k+1}(x_j), \\quad k = 0, \\ldots, \\frac{d-1}{2}.\n", + "$$\n", + "\n", + "The coefficients can then be found by solving the following convex optimization problem:\n", + "$$\n", + "\\min_{\\{c_k\\}} \\left( \\max_{x_j \\in [0, 1]} \\left| F(x_j) - (1 - \\epsilon)x_j \\right| \\right),\n", + "$$\n", + "subject to:\n", + "$$\n", + "F(x_j) = \\sum_k A_{jk} c_k, \\quad |F(x_j)| \\leq c, \\quad \\forall j = 0, \\ldots, M-1.\n", + "$$\n", + "Here, $ c $ is a relaxation parameter, chosen as:\n", + "$$\n", + "c = \\max(0.9999, 1 - 0.1\\epsilon).\n", + "$$\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "39c61614-b9a1-41c6-8c3c-a117484933ad", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Polynomial in monomial basis: 0.0 + 1.7541331417527408·x¹ + 0.0·x² + 4.248403900299232·x³ + 0.0·x⁴ -\n", + "16.095040821329768·x⁵ + 0.0·x⁶ + 9.09251379092624·x⁷\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import cvxpy as cp\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from numpy.polynomial.chebyshev import Chebyshev\n", + "from numpy.polynomial.polynomial import Polynomial\n", + "\n", + "\n", + "def optimize_amplification_polynomial(gamma, degree, epsilon=0.0001, M=1000):\n", + " # Discretize [-1, 1] using M grid points (interpolants)\n", + " xj_full = np.cos(np.pi * np.arange(M) / (M - 1)) # Chebyshev nodes on [-1, 1]\n", + "\n", + " # Select grid points for the objective in [0, 1/gamma]\n", + " xj_obj = xj_full[np.abs(xj_full) <= 1 / gamma]\n", + "\n", + " # Define the Chebyshev polynomials of odd degrees\n", + " k_max = (degree - 1) // 2\n", + " T_matrix_full = np.array(\n", + " [\n", + " [np.cos((2 * k + 1) * np.arccos(x)) for k in range(k_max + 1)]\n", + " for x in xj_full\n", + " ]\n", + " )\n", + " T_matrix_obj = np.array(\n", + " [[np.cos((2 * k + 1) * np.arccos(x)) for k in range(k_max + 1)] for x in xj_obj]\n", + " )\n", + "\n", + " # Define optimization variables\n", + " c = cp.Variable(k_max + 1) # Coefficients for Chebyshev polynomials\n", + " F_values_full = T_matrix_full @ c # Values for constraints\n", + " F_values_obj = T_matrix_obj @ c # Values for the objective function\n", + "\n", + " # Relaxed constraint\n", + " c_max = max(0.9999, 1 - 0.1 * epsilon)\n", + "\n", + " # Define the optimization problem\n", + " objective = cp.Minimize(\n", + " cp.max(cp.abs(F_values_obj - (1 - epsilon) * gamma * xj_obj))\n", + " )\n", + " constraints = [cp.abs(F_values_full) <= c_max]\n", + " prob = cp.Problem(objective, constraints)\n", + "\n", + " # Solve the optimization problem\n", + " prob.solve()\n", + "\n", + " # Return coefficients, optimal value, and grid points\n", + " return c.value, prob.value\n", + "\n", + "\n", + "# Convert Chebyshev coefficients to monomial basis\n", + "def chebyshev_to_monomial(odd_coefficients):\n", + " # Create a full Chebyshev coefficient array with zeros for even terms\n", + " full_coefficients = np.zeros(\n", + " 2 * len(odd_coefficients)\n", + " ) # Double the size for even terms\n", + " full_coefficients[1::2] = (\n", + " odd_coefficients # Fill only odd indices with given coefficients\n", + " )\n", + "\n", + " # Create the Chebyshev polynomial\n", + " cheb_poly = Chebyshev(full_coefficients, domain=[-1, 1])\n", + " # Convert to monomial basis\n", + " monomial_poly = cheb_poly.convert(kind=Polynomial)\n", + " return monomial_poly\n", + "\n", + "\n", + "def plot_amplification_polynomial(gamma, epsilon, poly):\n", + " # Generate data for plotting\n", + " x_vals = np.linspace(-1, 1, 500)\n", + " xj_obj = x_vals[np.abs(x_vals) <= 1 / gamma]\n", + " target_vals = (1 - epsilon) * gamma * xj_obj\n", + " approx_vals = poly(x_vals)\n", + "\n", + " # Plot the results\n", + " plt.figure(figsize=(8, 6))\n", + " plt.plot(xj_obj, target_vals, label=\"Target Function\", color=\"blue\", linewidth=2)\n", + " plt.plot(\n", + " x_vals,\n", + " approx_vals,\n", + " label=\"Approximated Polynomial\",\n", + " color=\"red\",\n", + " linestyle=\"--\",\n", + " )\n", + " plt.xlabel(\"x\")\n", + " plt.ylabel(\"F(x)\")\n", + " plt.title(\"Target Function vs. Approximated Polynomial\")\n", + " plt.legend()\n", + " plt.grid(True)\n", + " plt.show()\n", + "\n", + "\n", + "def get_amplification_polynomial(gamma, degree, epsilon=0.0001, plot=False):\n", + " # Perform approximation\n", + " coefficients, optimal_value = optimize_amplification_polynomial(\n", + " gamma, degree, epsilon=epsilon\n", + " )\n", + " # Convert the approximated polynomial to monomial basis\n", + " poly_amp = chebyshev_to_monomial(coefficients)\n", + "\n", + " if plot:\n", + " print(\"Polynomial in monomial basis:\", poly_amp)\n", + " plot_amplification_polynomial(gamma, epsilon, poly_amp)\n", + " return poly_amp\n", + "\n", + "\n", + "DEGREE_AMP = 7\n", + "GAMMA = 2\n", + "poly_amp = get_amplification_polynomial(GAMMA, DEGREE_AMP, plot=True)\n", + "phases_amp = get_qsvt_phases(poly_amp, plot=True)" + ] + }, + { + "cell_type": "markdown", + "id": "dd0f514b-294e-448d-a258-cee175edfa84", + "metadata": {}, + "source": [ + "Then apply the phases on the magnus block encoding:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "8630831a-6f13-459b-863b-fbfa5b3f4de6", + "metadata": {}, + "outputs": [], + "source": [ + "class LongSliceBE(QStruct):\n", + " magnus: MagnusBE\n", + " qsvt_amplification_aux: QBit\n", + "\n", + "\n", + "@qfunc\n", + "def long_slice_evolution(a: CReal, b: CReal, qbe: LongSliceBE):\n", + " amplification_polynomial = get_amplification_polynomial(gamma=2, degree=DEGREE_AMP)\n", + " qsvt(\n", + " get_qsvt_phases(amplification_polynomial),\n", + " magnus_projector,\n", + " magnus_projector,\n", + " lambda x: short_time_magnus(a, b, x),\n", + " qbe.magnus,\n", + " qbe.qsvt_amplification_aux,\n", + " )\n", + "\n", + "\n", + "def long_slice_predicate(qbe: LongSliceBE):\n", + " return logical_and(magnus_predicate(qbe.magnus), qbe.qsvt_amplification_aux == 0)" + ] + }, + { + "cell_type": "markdown", + "id": "dfe76a47-58bb-4df1-a5e5-ba5567859afa", + "metadata": {}, + "source": [ + "### Long time Evolution\n", + "\n", + "Last thing to do is to sequentially apply the block encodings of each timeslice. In order to have a quantum variable that will be $|0\\rangle$ when all the block encodings are applied to the state, a counter is used. A further amplitude amplification step is possible using the counter, however we won't do it here." + ] + }, + { + "attachments": { + "e824cc45-63fb-4c39-b7b5-43ab92abe80c.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "4123358a-ac74-4380-bcba-f6417d115e90", + "metadata": {}, + "source": [ + "![image.png](attachment:e824cc45-63fb-4c39-b7b5-43ab92abe80c.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "796adad3-f936-484e-8f23-bfbc977b8d1c", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Opening: https://platform.classiq.io/circuit/b49040bd-929d-4cd4-81e0-c993d7eb3e21?version=0.63.0\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "from classiq.execution import *\n", + "\n", + "\n", + "class FullBE(QStruct):\n", + " time_slice: LongSliceBE\n", + " counter: QNum[np.ceil(np.log2(NUM_LONG_SLICES + 1))]\n", + "\n", + "\n", + "@qfunc\n", + "def long_time_integrator_step(a: CReal, b: CReal, qbe_full: FullBE):\n", + " long_slice_evolution(a, b, qbe_full.time_slice)\n", + " # if in block, decrement the counter\n", + " control(\n", + " long_slice_predicate(qbe_full.time_slice),\n", + " lambda: inplace_add(-1, qbe_full.counter),\n", + " )\n", + "\n", + "\n", + "@qfunc\n", + "def long_time_integrator(\n", + " T: CReal, num_slices: CInt, qbe_full: FullBE # start from time 0\n", + "):\n", + " inplace_prepare_int(num_slices, qbe_full.counter)\n", + " repeat(\n", + " num_slices,\n", + " lambda i: long_time_integrator_step(\n", + " i * T / num_slices, (i + 1) * T / num_slices, qbe_full\n", + " ),\n", + " )\n", + "\n", + "\n", + "@qfunc\n", + "def main(qbe: Output[FullBE]):\n", + " allocate(qbe.size, qbe)\n", + "\n", + " # initial condition: uniform distribution\n", + " hadamard_transform(qbe.time_slice.magnus.time_dependent.index)\n", + " long_time_integrator(END_TIME, NUM_LONG_SLICES, qbe)\n", + "\n", + "\n", + "prefereces = Preferences(optimization_level=0)\n", + "execution_preferences = ExecutionPreferences(num_shots=1000000)\n", + "qmod = create_model(\n", + " main,\n", + " preferences=prefereces,\n", + " execution_preferences=execution_preferences,\n", + " out_file=\"time_marching\",\n", + ")\n", + "qprog = synthesize(qmod)\n", + "show(qprog)\n", + "res = execute(qprog).get_sample_result()" + ] + }, + { + "cell_type": "markdown", + "id": "718d462f-d80a-49d7-8478-0847c733c1e9", + "metadata": {}, + "source": [ + "### Compare to the naive case: without uniform amplification\n", + "\n", + "Here we don't use the amplification step. We should see that the measured amplitudes will be much smaller than in the amplified case." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c6b4387f-acdf-4bb9-877c-79da9751ce94", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Opening: https://platform.classiq.io/circuit/8a6c1af8-0cd1-4e54-9807-2cdf0f08a56a?version=0.63.0\n" + ] + } + ], + "source": [ + "@qfunc\n", + "def long_time_integrator_step_naive(a: CReal, b: CReal, qbe_full: FullBE):\n", + " short_time_magnus(a, b, qbe_full.time_slice.magnus)\n", + " # if in block, decrement the counter\n", + " control(\n", + " magnus_predicate(qbe_full.time_slice.magnus),\n", + " lambda: inplace_add(-1, qbe_full.counter),\n", + " )\n", + "\n", + "\n", + "@qfunc\n", + "def long_time_integrator_naive(\n", + " T: CReal, num_slices: CInt, qbe_full: FullBE # start from time 0\n", + "):\n", + " inplace_prepare_int(num_slices, qbe_full.counter)\n", + " repeat(\n", + " num_slices,\n", + " lambda i: long_time_integrator_step_naive(\n", + " i * T / num_slices, (i + 1) * T / num_slices, qbe_full\n", + " ),\n", + " )\n", + "\n", + "\n", + "@qfunc\n", + "def main(qbe: Output[FullBE]):\n", + " allocate(qbe.size, qbe)\n", + " # initial condition: uniform distribution\n", + " hadamard_transform(qbe.time_slice.magnus.time_dependent.index)\n", + " long_time_integrator_naive(END_TIME, NUM_LONG_SLICES, qbe)\n", + "\n", + "\n", + "qmod_naive = create_model(\n", + " main, preferences=prefereces, execution_preferences=execution_preferences\n", + ")\n", + "qprog_naive = synthesize(qmod_naive)\n", + "show(qprog_naive)\n", + "res_naive = execute(qprog_naive).get_sample_result()" + ] + }, + { + "cell_type": "markdown", + "id": "67c689c9-4d32-49da-8243-ad82d9686de0", + "metadata": {}, + "source": [ + "### Post-processing" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b5e6506d-7982-4cf0-b011-332f57ef1101", + "metadata": {}, + "outputs": [], + "source": [ + "def post_process_res_statevector(result):\n", + " filtered_samples = [\n", + " s\n", + " for s in result.parsed_state_vector\n", + " if s.state[\"qbe\"][\"counter\"] == 0 and np.abs(s.amplitude) > 1e-6\n", + " ]\n", + " global_phase = np.exp(1j * np.angle(filtered_samples[0].amplitude))\n", + " amplitudes = np.zeros(2**DIM_SIZE)\n", + " for sample in filtered_samples:\n", + " index = sample.state[\"qbe\"][\"time_slice\"][\"magnus\"][\"time_dependent\"][\"index\"]\n", + " amplitudes[index] = np.real(sample.amplitude / global_phase)\n", + " return amplitudes\n", + "\n", + "\n", + "def post_process_res_samples(result):\n", + " filtered_samples = [s for s in result.parsed_counts if s.state[\"qbe\"].counter == 0]\n", + " probs = np.zeros(2**DIM_SIZE)\n", + " for sample in filtered_samples:\n", + " index = sample.state[\"qbe\"].time_slice.magnus.time_dependent.index\n", + " probs[index] += sample.shots / result.num_shots\n", + " return np.sqrt(probs)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "e2277b25-c651-4795-b9b2-97616337b0eb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "amplified amplitudes: [0.18801862 0.03464102 0.00994987 0.01857418]\n", + "naive amplitudes: [0.01131371 0.00244949 0. 0.00141421]\n", + "classical: [2.48301135 0.49650918 0.18886598 0.33261086]\n" + ] + } + ], + "source": [ + "amplitudes_amplified = post_process_res_samples(res)\n", + "print(\"amplified amplitudes:\", amplitudes_amplified)\n", + "\n", + "amplitudes_naive = post_process_res_samples(res_naive)\n", + "print(\"naive amplitudes:\", amplitudes_naive)\n", + "\n", + "print(\"classical:\", classical_final)" + ] + }, + { + "cell_type": "markdown", + "id": "3a40663a-4d36-4357-a6b9-f7e4b5dff861", + "metadata": {}, + "source": [ + "And indeed we can see the the naive amplitudes are order of magnitude smaller than the amplified case (this is exactly what we expect for 4 timesteps)." + ] + }, + { + "cell_type": "markdown", + "id": "10776c12-6069-46b9-920d-34f0cb5f552a", + "metadata": {}, + "source": [ + "### Compare classical and quantum results at the final step:" + ] + }, + { + "cell_type": "markdown", + "id": "2f788f9c-dd78-4c95-9265-4feb600c6e19", + "metadata": {}, + "source": [ + "Verify that the classical and quantum solutions are equivalent:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ffe3fe23-513c-49e1-a353-08dfef276231", + "metadata": {}, + "outputs": [], + "source": [ + "expected = classical_final / np.linalg.norm(classical_final)\n", + "sampled = amplitudes_amplified / np.linalg.norm(amplitudes_amplified)\n", + "assert np.linalg.norm(sampled - expected) < 0.1" + ] + }, + { + "cell_type": "markdown", + "id": "91d3f0ef-c250-49a6-9a69-bb1ccfe439c5", + "metadata": {}, + "source": [ + "# References" + ] + }, + { + "cell_type": "markdown", + "id": "6bfaad36-6d6f-4791-b916-85730894e78d", + "metadata": {}, + "source": [ + "[1]: [Fang, Di, Lin, Lin, and Tong, Yu. Time-marching based quantum solvers for time-dependent linear differential equations. Quantum 7, 955 (2023).](https://doi.org/10.22331/q-2023-03-20-955)\n", + "\n", + "[2]: [M. Kieferov a, A. Scherer, and D. W. Berry. Simulating the dynamics of timedependent\n", + "Hamiltonians with a truncated Dyson series. Phys. Rev. A, 99(4), apr\n", + "2019](https://arxiv.org/abs/1805.00582)\n", + "\n", + "[3]: [Magnus Expansion (Wikipedia)](https://en.wikipedia.org/wiki/Magnus_expansion)\n", + "\n", + "[4]: [Berry, Dominic W., et al. \"Exponential improvement in precision for simulating sparse Hamiltonians.\" Proceedings of the forty-sixth annual ACM symposium on Theory of computing. 2014.](https://dl.acm.org/doi/abs/10.1145/2591796.2591854)\n", + "\n", + "\n", + "[5]: [A. Gily en, Y. Su, G. H. Low, and N. Wiebe. Quantum singular value transformation and\n", + "beyond: exponential improvements for quantum matrix arithmetics. In Proc. 51st Annu.\n", + "ACM SIGACT Symp. Theory Comput., pages 193{204, 2019.](https://dl.acm.org/doi/10.1145/3313276.3316366)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/algorithms/differential_equations/time_marching/time_marching.metadata.json b/algorithms/differential_equations/time_marching/time_marching.metadata.json new file mode 100644 index 000000000..7f76804fb --- /dev/null +++ b/algorithms/differential_equations/time_marching/time_marching.metadata.json @@ -0,0 +1,7 @@ +{ + "friendly_name": "Time Marching Based Quantum Solver", + "description": "Solving time-dependent linear equations using a Time-Marching based strategy and QSVT", + "problem_domain_tags": ["linear equation"], + "qmod_type": ["algorithms"], + "level": ["advanced"] +} diff --git a/algorithms/differential_equations/time_marching/time_marching.qmod b/algorithms/differential_equations/time_marching/time_marching.qmod new file mode 100644 index 000000000..a8ccaf87c --- /dev/null +++ b/algorithms/differential_equations/time_marching/time_marching.qmod @@ -0,0 +1,106 @@ +qstruct TimeDependentBE { + index: qnum<2>; + time: qnum<2>; + block: qbit; +} + +qstruct MagnusBE { + time_dependent: TimeDependentBE; + qsvt_exp_aux: qbit; + qsvt_exp_lcu: qbit; +} + +qstruct LongSliceBE { + magnus: MagnusBE; + qsvt_amplification_aux: qbit; +} + +qstruct FullBE { + time_slice: LongSliceBE; + counter: qnum<3.0>; +} + +qfunc magnus_projector(qbe: MagnusBE, is_in_block: qbit) { + is_in_block ^= ((qbe.time_dependent.block == 0) and (qbe.time_dependent.time == 0)) and ((qbe.qsvt_exp_aux == 0) and (qbe.qsvt_exp_lcu == 0)); +} + +qfunc time_dependent_projector(qbe: TimeDependentBE, is_in_block: qbit) { + is_in_block ^= (qbe.block == 0) and (qbe.time == 0); +} + +qfunc block_encode_time_dependent_A(a: real, b: real, qbe: TimeDependentBE) { + linear_pauli_rotations([Pauli::Y], [ + (((b - a) * 2) / (2 ** qbe.time.size)) + ], [(2 * a)], qbe.time, qbe.block); + linear_pauli_rotations([Pauli::Y], [2], [0], qbe.index, qbe.block); +} + +qfunc short_time_summation(a: real, b: real, qbe: TimeDependentBE) { + within { + hadamard_transform(qbe.time); + } apply { + block_encode_time_dependent_A(a, b, qbe); + } +} + +qfunc short_time_magnus(a: real, b: real, qbe_st: MagnusBE) { + within { + H(qbe_st.qsvt_exp_lcu); + } apply { + qsvt_lcu([ + 4.7085, + 3.0195, + 0.0547, + 4.7904, + 0.0547, + 3.0195, + (-17.2827) + ], [ + 4.5651, + 0.2495, + 6.6887, + (-0.1862), + 6.097, + 0.4056, + 0.2495, + (-20.5676) + ], time_dependent_projector, time_dependent_projector, lambda(x) { + short_time_summation(a, b, x); + }, qbe_st.time_dependent, qbe_st.qsvt_exp_aux, qbe_st.qsvt_exp_lcu); + } +} + +qfunc long_slice_evolution(a: real, b: real, qbe: LongSliceBE) { + qsvt([ + 4.1801, + 2.3715, + 4.6112, + 4.5273, + (-1.7559), + 4.6112, + 8.6546, + (-20.9526) + ], magnus_projector, magnus_projector, lambda(x) { + short_time_magnus(a, b, x); + }, qbe.magnus, qbe.qsvt_amplification_aux); +} + +qfunc long_time_integrator_step(a: real, b: real, qbe_full: FullBE) { + long_slice_evolution(a, b, qbe_full.time_slice); + control ((((qbe_full.time_slice.magnus.time_dependent.block == 0) and (qbe_full.time_slice.magnus.time_dependent.time == 0)) and ((qbe_full.time_slice.magnus.qsvt_exp_aux == 0) and (qbe_full.time_slice.magnus.qsvt_exp_lcu == 0))) and (qbe_full.time_slice.qsvt_amplification_aux == 0)) { + qbe_full.counter += -1; + } +} + +qfunc long_time_integrator(T: real, num_slices: int, qbe_full: FullBE) { + inplace_prepare_int(num_slices, qbe_full.counter); + repeat (i: num_slices) { + long_time_integrator_step((i * T) / num_slices, ((i + 1) * T) / num_slices, qbe_full); + } +} + +qfunc main(output qbe: FullBE) { + allocate(qbe.size, qbe); + hadamard_transform(qbe.time_slice.magnus.time_dependent.index); + long_time_integrator(2, 4, qbe); +} diff --git a/algorithms/differential_equations/time_marching/time_marching.synthesis_options.json b/algorithms/differential_equations/time_marching/time_marching.synthesis_options.json new file mode 100644 index 000000000..ee427b44a --- /dev/null +++ b/algorithms/differential_equations/time_marching/time_marching.synthesis_options.json @@ -0,0 +1,44 @@ +{ + "constraints": { + "max_gate_count": {}, + "optimization_parameter": "no_opt" + }, + "preferences": { + "machine_precision": 8, + "custom_hardware_settings": { + "basis_gates": [ + "cx", + "u2", + "y", + "ry", + "t", + "rx", + "cy", + "r", + "sxdg", + "cz", + "tdg", + "x", + "sdg", + "u1", + "u", + "h", + "sx", + "z", + "p", + "id", + "s", + "rz" + ], + "is_symmetric_connectivity": true + }, + "debug_mode": true, + "synthesize_all_separately": false, + "optimization_level": 0, + "output_format": ["qasm"], + "pretty_qasm": true, + "transpilation_option": "auto optimize", + "timeout_seconds": 300, + "random_seed": 590453799 + } +} diff --git a/requirements_tests.txt b/requirements_tests.txt index b40ea218a..c16ed58b1 100644 --- a/requirements_tests.txt +++ b/requirements_tests.txt @@ -4,3 +4,5 @@ testbook torch torchvision galois +cvxpy +pyqsp==0.1.6 diff --git a/tests/resources/timeouts.yaml b/tests/resources/timeouts.yaml index 57bea5e43..113fd6351 100644 --- a/tests/resources/timeouts.yaml +++ b/tests/resources/timeouts.yaml @@ -325,11 +325,14 @@ whitebox_fuzzing.qmod: 720 X.qmod: 10 Yasir_Mansour_HW3_VQE.ipynb: 30 Yasir_Mansour_HW4_molecule_eigensolver.ipynb: 600 -classiq_discrete_quantum_walk.ipynb: 100 -qiskit_discrete_quantum_walk.ipynb: 100 -tket_discrete_quantum_walk.ipynb: 100 -classiq_qsvt.ipynb: 100 -pennylane_cat_qsvt_example.ipynb: 100 -qiskit_qsvt.ipynb: 100 -pennylane_catalyst_discrete_quantum_walk.ipynb: 100 -tket_qsvt_example.ipynb: 100 +classiq_discrete_quantum_walk.ipynb: 300 +qiskit_discrete_quantum_walk.ipynb: 300 +tket_discrete_quantum_walk.ipynb: 300 +pennylane_catalyst_discrete_quantum_walk.ipynb: 300 +tket_qsvt_example.ipynb: 300 +classiq_qsvt.ipynb: 300 +pennylane_cat_qsvt_example.ipynb: 300 +qiskit_qsvt.ipynb: 300 +time_marching.ipynb: 500 +time_marching.qmod: 400 +