From 87a5b4066caee87802e27cccde8a012ba9ef2b5a Mon Sep 17 00:00:00 2001 From: cuda-quantum-bot Date: Thu, 29 Aug 2024 07:03:52 +0000 Subject: [PATCH] Docs preview for PR #2168. --- pr-2168/CMakeLists.txt | 1 + pr-2168/api/languages/python_api.html | 2 +- .../python/tutorials/deutschs_algorithm.html | 4 +- .../python/tutorials/visualization.html | 8 +- .../python/tutorials/visualization.ipynb | 163 ++++++++---------- pr-2168/searchindex.js | 2 +- .../sphinx/examples/python/noise_callback.py | 14 +- 7 files changed, 91 insertions(+), 103 deletions(-) diff --git a/pr-2168/CMakeLists.txt b/pr-2168/CMakeLists.txt index 35c9acbe74..06199626e0 100644 --- a/pr-2168/CMakeLists.txt +++ b/pr-2168/CMakeLists.txt @@ -141,6 +141,7 @@ if (CUDAQ_ENABLE_PYTHON) add_pycudaq_test(DepolarizingNoise noise_depolarization.py) add_pycudaq_test(PhaseFlipNoise noise_phase_flip.py) add_pycudaq_test(KrausNoise noise_kraus_operator.py) + add_pycudaq_test(NoiseCallback noise_callback.py) if (CUTENSORNET_ROOT AND CUDA_FOUND) # This example uses tensornet backend. diff --git a/pr-2168/api/languages/python_api.html b/pr-2168/api/languages/python_api.html index f22c28c0b1..a0e511d657 100644 --- a/pr-2168/api/languages/python_api.html +++ b/pr-2168/api/languages/python_api.html @@ -2102,7 +2102,7 @@

Data Typesstatic random()
-random(qubit_count: int, term_count: int, seed: int = 2159244455) → cudaq.mlir._mlir_libs._quakeDialects.cudaq_runtime.SpinOperator
+random(qubit_count: int, term_count: int, seed: int = 2234582172) → cudaq.mlir._mlir_libs._quakeDialects.cudaq_runtime.SpinOperator

Return a random SpinOperator on the given number of qubits (qubit_count) and composed of the given number of terms (term_count). An optional seed value may also be provided.

diff --git a/pr-2168/examples/python/tutorials/deutschs_algorithm.html b/pr-2168/examples/python/tutorials/deutschs_algorithm.html index 7f4c2331ff..9e221de6eb 100644 --- a/pr-2168/examples/python/tutorials/deutschs_algorithm.html +++ b/pr-2168/examples/python/tutorials/deutschs_algorithm.html @@ -656,7 +656,7 @@

XOR \(\oplus\)

Quantum oracles

-

faac30849bb14ce78cad5fc917f0789d

+

8b43efa8886a4280b06963920f85f00c

Suppose we have \(f(x): \{0,1\} \longrightarrow \{0,1\}\). We can compute this function on a quantum computer using oracles which we treat as black box functions that yield the output with an appropriate sequence of logic gates.

Above you see an oracle represented as \(U_f\) which allows us to transform the state \(\ket{x}\ket{y}\) into:

@@ -704,7 +704,7 @@

Quantum parallelism

Our aim is to find out if \(f: \{0,1\} \longrightarrow \{0,1\}\) is a constant or a balanced function? If constant, \(f(0) = f(1)\), and if balanced, \(f(0) \neq f(1)\).

We step through the circuit diagram below and follow the math after the application of each gate.

-

9b8ef9ef6e4d47d1a666de48419c929c

+

4a2a8896d2894b0ab27c72efa8995ce8

\[\ket{\psi_0} = \ket{01} \tag{1}\]
diff --git a/pr-2168/examples/python/tutorials/visualization.html b/pr-2168/examples/python/tutorials/visualization.html index 56d3958f17..e4e8e16576 100644 --- a/pr-2168/examples/python/tutorials/visualization.html +++ b/pr-2168/examples/python/tutorials/visualization.html @@ -627,16 +627,16 @@

Qubit Visualization━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 28.0/28.0 MB 47.2 MB/s eta 0:00:00 + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 28.0/28.0 MB 62.7 MB/s eta 0:00:00 Requirement already satisfied: matplotlib>=3.5 in /usr/local/lib/python3.10/dist-packages (3.9.2) +Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from qutip>=5) (24.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.10/dist-packages (from qutip>=5) (1.10.1) Requirement already satisfied: numpy>=1.22 in /usr/local/lib/python3.10/dist-packages (from qutip>=5) (1.26.4) -Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from qutip>=5) (24.1) +Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (4.53.1) +Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (10.4.0) Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (1.2.1) Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (2.9.0.post0) Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (3.1.2) -Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (10.4.0) -Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (4.53.1) Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (0.12.1) Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (1.4.5) Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.7->matplotlib>=3.5) (1.16.0) diff --git a/pr-2168/examples/python/tutorials/visualization.ipynb b/pr-2168/examples/python/tutorials/visualization.ipynb index aadd0e50b8..66a5293b1a 100644 --- a/pr-2168/examples/python/tutorials/visualization.ipynb +++ b/pr-2168/examples/python/tutorials/visualization.ipynb @@ -37,10 +37,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:34.472362Z", - "iopub.status.busy": "2024-08-28T22:49:34.472156Z", - "iopub.status.idle": "2024-08-28T22:49:37.834995Z", - "shell.execute_reply": "2024-08-28T22:49:37.834103Z" + "iopub.execute_input": "2024-08-29T06:20:58.853737Z", + "iopub.status.busy": "2024-08-29T06:20:58.853587Z", + "iopub.status.idle": "2024-08-29T06:21:01.992689Z", + "shell.execute_reply": "2024-08-29T06:21:01.992180Z" }, "scrolled": true }, @@ -72,7 +72,8 @@ "output_type": "stream", "text": [ "\r", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.2/28.0 MB\u001b[0m \u001b[31m6.1 MB/s\u001b[0m eta 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/usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (0.12.1)\r\n", "Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.5) (1.4.5)\r\n" ] @@ -261,10 +238,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:37.837780Z", - "iopub.status.busy": "2024-08-28T22:49:37.837407Z", - "iopub.status.idle": "2024-08-28T22:49:39.084025Z", - "shell.execute_reply": "2024-08-28T22:49:39.082883Z" + "iopub.execute_input": "2024-08-29T06:21:01.995641Z", + "iopub.status.busy": "2024-08-29T06:21:01.995334Z", + "iopub.status.idle": "2024-08-29T06:21:03.193237Z", + "shell.execute_reply": "2024-08-29T06:21:03.192432Z" } }, "outputs": [], @@ -296,10 +273,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:39.087738Z", - "iopub.status.busy": "2024-08-28T22:49:39.086827Z", - "iopub.status.idle": "2024-08-28T22:49:39.263801Z", - "shell.execute_reply": "2024-08-28T22:49:39.262709Z" + "iopub.execute_input": "2024-08-29T06:21:03.196030Z", + "iopub.status.busy": "2024-08-29T06:21:03.195825Z", + "iopub.status.idle": "2024-08-29T06:21:03.369345Z", + "shell.execute_reply": "2024-08-29T06:21:03.368356Z" } }, "outputs": [], @@ -324,10 +301,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:39.266492Z", - "iopub.status.busy": "2024-08-28T22:49:39.266313Z", - "iopub.status.idle": "2024-08-28T22:49:39.509176Z", - "shell.execute_reply": "2024-08-28T22:49:39.508552Z" + "iopub.execute_input": "2024-08-29T06:21:03.372045Z", + "iopub.status.busy": "2024-08-29T06:21:03.371591Z", + "iopub.status.idle": "2024-08-29T06:21:03.589106Z", + "shell.execute_reply": "2024-08-29T06:21:03.588508Z" } }, "outputs": [ @@ -358,10 +335,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:39.512059Z", - "iopub.status.busy": "2024-08-28T22:49:39.511748Z", - "iopub.status.idle": "2024-08-28T22:49:39.765019Z", - "shell.execute_reply": "2024-08-28T22:49:39.764496Z" + "iopub.execute_input": "2024-08-29T06:21:03.591756Z", + "iopub.status.busy": "2024-08-29T06:21:03.591382Z", + "iopub.status.idle": "2024-08-29T06:21:03.839619Z", + "shell.execute_reply": "2024-08-29T06:21:03.839004Z" } }, "outputs": [ @@ -392,10 +369,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:39.767340Z", - "iopub.status.busy": "2024-08-28T22:49:39.766923Z", - "iopub.status.idle": "2024-08-28T22:49:40.079315Z", - "shell.execute_reply": "2024-08-28T22:49:40.078651Z" + "iopub.execute_input": "2024-08-29T06:21:03.842249Z", + "iopub.status.busy": "2024-08-29T06:21:03.842004Z", + "iopub.status.idle": "2024-08-29T06:21:04.158094Z", + "shell.execute_reply": "2024-08-29T06:21:04.157498Z" } }, "outputs": [ @@ -426,10 +403,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:40.082208Z", - "iopub.status.busy": "2024-08-28T22:49:40.081952Z", - "iopub.status.idle": "2024-08-28T22:49:40.545934Z", - "shell.execute_reply": "2024-08-28T22:49:40.545439Z" + "iopub.execute_input": "2024-08-29T06:21:04.161002Z", + "iopub.status.busy": "2024-08-29T06:21:04.160546Z", + "iopub.status.idle": "2024-08-29T06:21:04.580543Z", + "shell.execute_reply": "2024-08-29T06:21:04.579396Z" } }, "outputs": [ @@ -460,10 +437,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:40.548736Z", - "iopub.status.busy": "2024-08-28T22:49:40.548277Z", - "iopub.status.idle": "2024-08-28T22:49:40.557619Z", - "shell.execute_reply": "2024-08-28T22:49:40.557228Z" + "iopub.execute_input": "2024-08-29T06:21:04.583680Z", + "iopub.status.busy": "2024-08-29T06:21:04.582940Z", + "iopub.status.idle": "2024-08-29T06:21:04.663488Z", + "shell.execute_reply": "2024-08-29T06:21:04.663097Z" } }, "outputs": [], @@ -489,10 +466,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:40.562179Z", - "iopub.status.busy": "2024-08-28T22:49:40.561728Z", - "iopub.status.idle": "2024-08-28T22:49:40.706396Z", - "shell.execute_reply": "2024-08-28T22:49:40.705823Z" + "iopub.execute_input": "2024-08-29T06:21:04.666767Z", + "iopub.status.busy": "2024-08-29T06:21:04.665888Z", + "iopub.status.idle": "2024-08-29T06:21:04.794573Z", + "shell.execute_reply": "2024-08-29T06:21:04.794040Z" } }, "outputs": [ @@ -532,10 +509,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:40.709324Z", - "iopub.status.busy": "2024-08-28T22:49:40.708905Z", - "iopub.status.idle": "2024-08-28T22:49:40.720657Z", - "shell.execute_reply": "2024-08-28T22:49:40.720169Z" + "iopub.execute_input": "2024-08-29T06:21:04.796832Z", + "iopub.status.busy": "2024-08-29T06:21:04.796423Z", + "iopub.status.idle": "2024-08-29T06:21:04.807074Z", + "shell.execute_reply": "2024-08-29T06:21:04.806658Z" } }, "outputs": [], @@ -562,10 +539,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:40.722949Z", - "iopub.status.busy": "2024-08-28T22:49:40.722489Z", - "iopub.status.idle": "2024-08-28T22:49:40.797269Z", - "shell.execute_reply": "2024-08-28T22:49:40.796626Z" + "iopub.execute_input": "2024-08-29T06:21:04.809445Z", + "iopub.status.busy": "2024-08-29T06:21:04.809021Z", + "iopub.status.idle": "2024-08-29T06:21:04.879689Z", + "shell.execute_reply": "2024-08-29T06:21:04.879316Z" } }, "outputs": [ @@ -595,10 +572,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-08-28T22:49:40.799276Z", - "iopub.status.busy": "2024-08-28T22:49:40.798828Z", - "iopub.status.idle": "2024-08-28T22:49:40.802355Z", - "shell.execute_reply": "2024-08-28T22:49:40.801847Z" + "iopub.execute_input": "2024-08-29T06:21:04.881556Z", + "iopub.status.busy": "2024-08-29T06:21:04.881411Z", + "iopub.status.idle": "2024-08-29T06:21:04.884901Z", + "shell.execute_reply": "2024-08-29T06:21:04.884393Z" } }, "outputs": [ diff --git a/pr-2168/searchindex.js b/pr-2168/searchindex.js index ec7ae08f51..8754f36342 100644 --- a/pr-2168/searchindex.js +++ b/pr-2168/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api/api", "api/default_ops", "api/languages/cpp_api", "api/languages/python_api", "examples/python/tutorials/Divisive_clustering", "examples/python/tutorials/H2-MRQKS", "examples/python/tutorials/Shors", "examples/python/tutorials/afqmc", "examples/python/tutorials/cost_minimization", "examples/python/tutorials/deutschs_algorithm", "examples/python/tutorials/hadamard_test", "examples/python/tutorials/hybrid_qnns", "examples/python/tutorials/maximum_vertex_weight_clique", "examples/python/tutorials/noisy_simulations", "examples/python/tutorials/qaoa", "examples/python/tutorials/quantum_fourier_transform", "examples/python/tutorials/readout_error_mitigation", 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23, 25, 30, 35, 41, 42, 46, 53], "ani": [1, 2, 3, 4, 6, 13, 14, 17, 23, 27, 29, 30, 32, 34, 35, 39, 40, 42, 44, 46, 47, 52, 53, 54, 56, 63, 64, 66, 70, 71], "alloc": [1, 2, 3, 8, 14, 23, 25, 26, 27, 28, 35, 41, 42, 44, 46, 48, 53, 54, 56, 59, 63], "now": [1, 4, 6, 7, 9, 10, 14, 15, 18, 21, 37, 46, 52, 53, 54, 55, 56, 57, 66, 71, 73], "again": [1, 23, 37, 56, 66, 68], "initi": [1, 2, 3, 4, 5, 6, 7, 8, 12, 14, 15, 18, 19, 23, 39, 41, 52, 55, 56, 57, 58, 59, 64, 66], "ctrl": [1, 2, 6, 9, 14, 17, 23, 25, 26, 30, 40, 41, 44, 48, 49, 51, 52, 53, 54, 57, 58, 59, 60, 66, 71], "condit": [1, 2, 13, 15, 23, 24, 25, 27, 28, 42, 45, 58, 60], "more": [1, 2, 3, 4, 6, 7, 12, 14, 15, 16, 17, 21, 25, 28, 30, 31, 37, 39, 40, 41, 42, 45, 46, 52, 55, 57, 58, 59, 64, 66, 68, 70, 71, 73], "wikipedia": 1, "entri": [1, 23, 27, 41, 52, 60, 66, 70], "ctrl_1": 1, "ctrl_2": 1, "00": [1, 4, 7, 13, 17, 46, 55, 58, 70, 71], "11": [1, 3, 4, 5, 7, 13, 16, 17, 23, 40, 46, 55, 58, 60, 64, 66, 70, 71], "onli": [1, 2, 3, 4, 6, 16, 17, 23, 27, 28, 32, 35, 37, 39, 40, 41, 45, 48, 49, 52, 58, 60, 62, 64, 66, 70, 71], "both": [1, 3, 6, 7, 9, 11, 28, 37, 39, 41, 42, 58, 59, 64, 66, 68], "000": [1, 6, 15, 16, 40, 46], "111": [1, 4, 6, 15, 16], "follow": [1, 2, 3, 4, 6, 7, 9, 10, 14, 15, 16, 17, 21, 23, 25, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 44, 46, 47, 51, 52, 53, 56, 60, 62, 63, 64, 66, 67, 68, 70, 71, 73], "common": [1, 4, 6, 16, 18, 23, 27, 30, 31, 60, 64], "convent": [1, 11, 14], "all": [1, 2, 3, 4, 6, 10, 16, 17, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 32, 33, 35, 37, 39, 40, 41, 42, 46, 48, 51, 52, 55, 56, 57, 58, 59, 60, 64, 66, 67, 68, 70, 71, 73], "howev": [1, 4, 7, 15, 16, 37, 39, 41, 70, 71], "behavior": [1, 2, 4], "chang": [1, 2, 4, 6, 15, 21, 23, 27, 46, 66, 71, 73], "instead": [1, 2, 4, 13, 17, 29, 32, 41, 42, 46, 64, 66, 70], "when": [1, 2, 3, 4, 6, 14, 16, 23, 28, 35, 37, 40, 41, 42, 46, 51, 52, 53, 56, 60, 63, 64, 66, 70, 71], "negat": [1, 2, 3, 30, 34, 35], "polar": [1, 30, 34, 42], "syntax": [1, 4, 21, 22, 27, 28, 30, 32, 39, 52, 68, 73], "preced": [1, 30, 39], "01": [1, 7, 9, 13, 58], "10": [1, 4, 5, 6, 7, 10, 11, 12, 13, 14, 16, 17, 19, 23, 26, 27, 46, 53, 55, 58, 59, 60, 68, 71], "notat": [1, 58], "context": [1, 2, 11, 28, 41, 42, 63], "valid": [1, 2, 3, 20, 27, 39, 42, 52, 64, 66, 70], "either": [1, 6, 9, 11, 14, 28, 39, 41, 42, 52, 58, 59, 64, 66, 71], "similarli": [1, 9, 10, 41, 47, 58], "condition": 1, "respect": [1, 2, 3, 6, 7, 14, 23, 39, 41, 46, 51, 55, 58, 64, 66, 71], "e": [1, 2, 3, 4, 5, 6, 7, 9, 14, 15, 16, 17, 18, 19, 22, 23, 24, 26, 27, 28, 29, 30, 31, 37, 39, 40, 41, 42, 49, 52, 60, 63, 64, 66, 70, 71], "project": [1, 42, 63, 64, 66, 67, 70], "onto": [1, 58], "eigenvector": [1, 2, 5], "non": [1, 2, 3, 6, 12, 16, 23, 27, 28, 35, 41, 42, 46, 51, 53], "linear": [1, 4, 11, 13, 15, 18, 40, 46, 52, 58], "avail": [1, 2, 3, 4, 12, 20, 21, 22, 23, 27, 28, 30, 33, 34, 35, 36, 38, 39, 40, 41, 42, 45, 46, 48, 50, 51, 60, 64, 66, 71, 73], "first": [1, 2, 3, 4, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 20, 23, 35, 39, 40, 41, 42, 43, 51, 52, 53, 54, 56, 59, 60, 66, 71], "api": [1, 17, 20, 23, 25, 29, 30, 33, 35, 39, 40, 41, 42, 46, 53, 63, 64, 66, 68, 70], "regist": [1, 2, 3, 6, 15, 18, 23, 26, 28, 35, 39, 41, 48, 53, 54, 56, 60, 63], "outsid": [1, 4, 66, 70], "Then": [1, 16, 48, 52, 56, 62, 63], "within": [1, 2, 3, 18, 23, 27, 29, 31, 35, 39, 41, 42, 45, 46, 52, 53, 56, 58, 62, 64, 66, 67, 68, 70, 71], "like": [1, 2, 3, 4, 6, 7, 9, 14, 15, 18, 21, 23, 27, 35, 39, 41, 46, 52, 53, 55, 58, 59, 60, 64, 66, 67, 70, 71, 73], "built": [1, 2, 4, 7, 8, 15, 21, 39, 42, 45, 46, 49, 56, 59, 64, 70, 71, 73], "abov": [1, 4, 6, 9, 14, 15, 23, 25, 30, 40, 41, 42, 46, 51, 52, 54, 58, 60, 63, 64, 66, 68, 70, 71], "qudit": [1, 2, 24, 28, 30], "level": [1, 2, 21, 22, 23, 28, 30, 40, 41, 42, 60, 63, 67, 73], "register_oper": 1, "accept": [1, 2, 3, 44, 64, 66, 71], "identifi": [1, 2, 6, 7, 14, 48, 64, 66], "string": [1, 2, 3, 6, 17, 23, 25, 26, 33, 42, 46, 53, 60, 66, 70], "numpi": [1, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 26, 52, 55, 56, 57, 64], "arrai": [1, 2, 3, 7, 9, 10, 13, 15, 16, 35, 37, 41, 53, 55, 56, 60], "complex": [1, 2, 3, 5, 7, 12, 13, 19, 31, 37, 41, 46, 55, 56, 58, 59, 70], "A": [1, 2, 3, 4, 6, 7, 9, 14, 16, 17, 18, 23, 26, 27, 30, 37, 39, 46, 52, 54, 55, 58, 62, 63, 64, 66], "1d": [1, 2, 3], "interpret": [1, 45, 64], "row": [1, 2, 3, 17], "major": [1, 64], "import": [1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 26, 31, 39, 40, 41, 42, 44, 46, 48, 49, 51, 52, 53, 55, 56, 57, 58, 59, 60, 64, 70, 71], "custom_h": 1, "custom_x": 1, "def": [1, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 26, 27, 32, 34, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 66, 71], "bell": [1, 23, 70], "sampl": [1, 2, 3, 4, 6, 9, 12, 13, 14, 16, 25, 39, 40, 41, 42, 43, 45, 48, 49, 52, 53, 54, 55, 56, 57, 58, 63, 66, 70, 71], "dump": [1, 2, 3, 13, 23, 26, 40, 41, 46, 48, 49, 52, 53, 55, 56, 57, 70, 71], "macro": [1, 63], "cudaq_register_oper": 1, "uniqu": [1, 2, 3, 4, 14, 16, 23, 28, 30, 35, 41, 68], "name": [1, 2, 3, 4, 6, 14, 23, 25, 30, 33, 38, 40, 41, 42, 51, 55, 58, 60, 63, 64, 66, 67, 70, 71], "represent": [1, 2, 3, 15, 17, 23, 27, 37, 42, 60, 62, 63], "includ": [1, 2, 3, 7, 14, 21, 23, 26, 35, 40, 44, 45, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 62, 63, 64, 66, 68, 70, 71, 73], "m_sqrt1_2": 1, "__qpu__": [1, 2, 23, 26, 27, 34, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 70, 71], "void": [1, 2, 3, 23, 25, 26, 27, 30, 31, 33, 34, 35, 44, 46, 48, 52, 54, 57, 59, 60, 62, 63, 68, 70, 71], "bell_pair": [1, 2, 3], "r": [1, 6, 7, 16, 30, 35, 39, 40, 41, 42, 51, 52, 59, 60, 66], "int": [1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 14, 15, 16, 19, 23, 26, 27, 34, 35, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 59, 60, 63, 64, 68, 70, 71], "main": [1, 4, 6, 7, 21, 23, 26, 37, 40, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 64, 66, 68, 70, 71, 73], "auto": [1, 2, 23, 25, 26, 27, 31, 34, 35, 40, 41, 42, 44, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 62, 70, 71], "count": [1, 2, 3, 4, 5, 6, 12, 14, 16, 23, 25, 26, 35, 39, 40, 41, 42, 46, 49, 52, 53, 54, 55, 56, 57, 59, 60, 63], "bit": [1, 2, 3, 6, 7, 9, 13, 16, 23, 26, 28, 35, 37, 41, 42, 48, 49, 53, 54, 56, 58, 63], "printf": [1, 23, 26, 35, 41, 49, 51, 53, 54, 57, 59, 64], "n": [1, 2, 4, 5, 7, 10, 14, 15, 16, 19, 23, 25, 26, 27, 30, 31, 34, 40, 41, 46, 48, 49, 51, 52, 53, 54, 55, 57, 58, 59, 60, 64, 68, 71], "data": [1, 2, 5, 11, 12, 14, 15, 18, 20, 23, 27, 29, 31, 37, 41, 42, 49, 51, 53, 54, 60, 63, 65, 66, 68, 70], "multi": [1, 7, 15, 17, 20, 21, 22, 25, 28, 30, 34, 38, 39, 40, 46, 50, 51, 58, 63, 64, 70, 71, 73], "msb": 1, "order": [1, 2, 4, 7, 14, 17, 23, 31, 39, 42, 46, 51, 56], "big": [1, 12], "endian": 1, "show": [1, 4, 11, 12, 14, 15, 16, 17, 18, 19, 41, 51, 52, 56, 64, 66], "differ": [1, 2, 3, 4, 6, 9, 10, 11, 15, 16, 17, 37, 39, 40, 41, 45, 46, 52, 55, 56, 64, 66, 68], "test": [1, 4, 6, 11, 16, 20, 25, 55, 64, 66], "cnot": [1, 4, 30, 44, 58, 70], "my_cnot": 1, "print": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 26, 35, 40, 41, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 64, 70, 71], "500": [1, 58, 71], "exact": [1, 4, 42], "random": [1, 2, 3, 4, 6, 7, 10, 12, 14, 16, 17, 18, 19, 41, 42, 48, 55, 57, 59], "construct": [1, 2, 4, 16, 17, 23, 24, 25, 27, 35, 37, 41, 44, 45, 46, 53, 56, 60], "second": [1, 2, 3, 4, 7, 9, 14, 16, 35, 40, 42, 46, 59], "1j": [1, 5], "xy": [1, 17], "kron": [1, 16], "my_xi": 1, "custom_xy_test": 1, "undo": 1, "prior": [1, 58, 64, 66], "1000": [1, 3, 4, 11, 13, 16, 23, 39, 46, 53, 55, 58, 71], "mycnot": 1, "myxi": 1, "current": [1, 2, 3, 4, 17, 21, 23, 33, 39, 41, 42, 48, 63, 66, 70, 73], "simul": [1, 2, 5, 6, 7, 8, 12, 16, 17, 20, 21, 22, 23, 38, 39, 43, 45, 46, 48, 50, 52, 53, 55, 60, 61, 64, 71, 73], "attempt": [1, 2, 6, 70], "hardwar": [1, 4, 6, 15, 20, 21, 38, 42, 46, 50, 70, 73], "result": [1, 2, 3, 4, 5, 7, 8, 9, 11, 12, 13, 15, 16, 17, 18, 19, 23, 24, 25, 26, 28, 37, 39, 40, 41, 42, 46, 48, 49, 51, 52, 53, 54, 55, 56, 58, 60, 63, 66, 70, 71], "runtim": [1, 2, 4, 12, 22, 23, 25, 28, 39, 40, 41, 42, 49, 51, 60, 63, 66, 68], "error": [1, 2, 4, 13, 17, 20, 30, 37, 39, 40, 42, 45, 52, 56, 64, 66, 70], "class": [2, 3, 4, 7, 11, 23, 25, 27, 31, 33, 35, 41, 42, 59, 62, 63], "spin_op": [2, 3, 23, 26, 30, 40, 41, 46, 51, 57, 59], "repres": [2, 3, 4, 7, 9, 13, 14, 15, 17, 23, 37, 39, 42, 52, 58, 59, 60], "gener": [2, 3, 4, 5, 6, 7, 10, 12, 14, 15, 16, 17, 18, 23, 25, 26, 27, 28, 30, 31, 34, 36, 39, 40, 45, 48, 49, 51, 52, 53, 54, 58, 60, 62, 66, 70], "sum": [2, 3, 7, 11, 14, 16, 31, 35, 52, 58], "tensor": [2, 3, 11, 16, 21, 31, 40, 41, 49, 63, 73], "product": [2, 3, 16, 20, 21, 31, 40, 48, 71, 73], "expos": [2, 3, 4, 23, 25, 31, 33, 37, 41, 63], "typic": [2, 23, 35, 40, 44, 45, 51, 60, 67, 68], "algebra": [2, 31, 51, 58], "programm": [2, 3, 23, 24, 25, 27, 28, 30, 32, 33, 35, 39, 41, 53], "defin": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 40, 41, 42, 44, 45, 46, 48, 49, 51, 52, 53, 54, 56, 57, 58, 59, 60, 63, 64, 66, 68, 70], "primit": [2, 14, 22, 25, 28, 31, 35, 36, 41, 45, 70], "them": [2, 4, 5, 10, 12, 16, 17, 21, 37, 44, 58, 60, 64, 66, 68, 70, 71, 73], "compos": [2, 3, 11, 14, 27, 28, 39, 52, 60], "larger": [2, 3, 4, 14, 40, 48, 49], "thereof": [2, 28, 31], "public": [2, 4, 23, 25, 31, 33, 35, 41, 48, 59, 62, 63, 66], "type": [2, 4, 7, 8, 9, 14, 15, 16, 22, 23, 25, 27, 28, 30, 31, 36, 39, 41, 42, 44, 48, 51, 53, 56, 57, 58, 59, 60, 63, 66, 70], "spin_op_term": 2, "bool": [2, 3, 23, 27, 30, 31, 33, 41, 63, 70], "we": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 23, 26, 30, 32, 37, 39, 41, 42, 44, 45, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 66, 67, 68, 70, 71, 73], "term": [2, 3, 5, 6, 7, 12, 14, 19, 23, 30, 39, 41, 46, 51, 66], "binari": 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57, 59, 63, 64, 66], "size_t": [2, 23, 25, 27, 31, 33, 35, 41, 52, 53, 63, 68, 70], "typedef": 2, "zero": [2, 3, 5, 6, 8, 11, 16, 28, 41, 46, 58], "spars": [2, 3], "function": [2, 3, 6, 8, 9, 11, 12, 13, 14, 16, 17, 18, 19, 21, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 39, 40, 41, 42, 44, 45, 46, 48, 51, 52, 53, 55, 56, 57, 59, 60, 63, 68, 70, 73], "pair": [2, 3, 14, 27, 33, 37, 66], "const": [2, 23, 25, 26, 27, 30, 31, 33, 35, 40, 49, 52, 57, 59, 62, 63, 68, 70], "termdata": 2, "constructor": [2, 3], "take": [2, 3, 4, 7, 9, 14, 15, 16, 21, 23, 25, 26, 27, 30, 31, 32, 33, 34, 35, 37, 39, 42, 45, 46, 49, 51, 52, 53, 54, 55, 56, 59, 60, 64, 66, 71, 73], "coeffici": [2, 3, 5, 12, 58], "constant": [2, 9, 35, 37, 60], "id": [2, 23, 33, 35, 39, 41, 64, 66], "coeff": 2, "qubit": [2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 18, 19, 23, 25, 26, 27, 28, 31, 33, 34, 37, 39, 40, 41, 42, 44, 45, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 63, 66, 71], "unordered_map": [2, 23], "_term": 2, "full": [2, 3, 6, 7, 21, 40, 41, 55, 58, 60, 62, 64, 66, 67, 73], "composit": 2, "spin": [2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 19, 23, 26, 31, 37, 40, 41, 46, 51, 55, 57, 59, 60], "op": [2, 3, 5, 37, 51, 59, 60], "map": [2, 3, 4, 13, 16, 23, 35, 60, 66], "individu": [2, 3, 28, 35, 41], "bsf": 2, "from": [2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 21, 23, 24, 26, 27, 28, 31, 35, 37, 40, 41, 42, 45, 46, 48, 51, 52, 55, 56, 57, 59, 60, 63, 66, 67, 68, 71, 73], "ident": [2, 3, 5, 6, 14, 16, 37, 51], "numqubit": [2, 3, 26], "given": [2, 3, 4, 6, 7, 9, 12, 14, 16, 23, 35, 39, 41, 42, 46, 48, 51, 59, 63], "o": [2, 4, 10, 15, 19, 26, 39, 40, 41, 42, 49, 51, 52, 53, 54, 56, 59, 60, 64, 66, 68, 70, 71], "copi": [2, 17, 35, 37, 64, 66], "data_rep": 2, "serial": [2, 3], "encod": [2, 3, 4, 6, 14, 23, 31, 41, 48, 53, 58, 63], "via": [2, 3, 7, 9, 11, 13, 20, 22, 23, 25, 28, 30, 32, 34, 35, 37, 39, 41, 42, 49, 51, 52, 53, 54, 55, 56, 58, 60, 62, 63, 64], "3": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 35, 39, 40, 41, 42, 46, 52, 54, 55, 56, 57, 59, 60, 63, 64, 66, 67, 71, 73], "real": [2, 3, 5, 12, 15, 17, 19, 45], "imaginari": [2, 3, 5, 7, 10, 19], "part": [2, 3, 6, 7, 10, 19, 23, 35, 60, 62, 64, 66], "append": [2, 3, 5, 6, 8, 11, 12, 16, 17, 18, 19, 27, 39, 41, 48, 55], "larg": [2, 3, 5, 7, 16, 30, 41, 42, 45, 49, 58], "end": [2, 3, 7, 9, 13, 15, 16, 17, 23, 35, 39, 41, 46, 52, 56, 58, 64, 66], "total": [2, 3, 4, 7, 11, 12, 15, 19, 40, 41, 42, 46, 52, 55, 66], "destructor": 2, "iter": [2, 3, 4, 6, 7, 23, 35, 52, 59], "begin": [2, 3, 4, 6, 7, 9, 13, 15, 16, 17, 18, 23, 35, 44, 52, 53, 56, 58, 59], "return": [2, 3, 4, 5, 6, 8, 9, 11, 12, 14, 16, 17, 18, 19, 23, 25, 26, 27, 30, 35, 37, 40, 41, 46, 48, 49, 51, 52, 53, 55, 56, 57, 59, 60, 62, 63, 64, 68, 70], "start": [2, 3, 6, 7, 8, 15, 20, 21, 30, 35, 39, 41, 46, 60, 62, 68, 73], "equal": [2, 3, 17, 37, 41, 42, 46, 58], "v": [2, 3, 6, 7, 12, 14, 20, 23, 26, 27, 32, 37, 40, 55, 60, 64], "noexcept": [2, 30], "add": [2, 3, 4, 5, 13, 14, 17, 18, 21, 32, 42, 52, 53, 56, 60, 62, 63, 64, 66, 73], "subtract": [2, 3], "multipli": [2, 3, 6], "true": [2, 3, 4, 5, 6, 7, 11, 16, 23, 27, 39, 55, 64, 66, 71], "here": [2, 3, 4, 6, 7, 9, 13, 15, 16, 18, 20, 21, 23, 25, 26, 27, 30, 32, 40, 41, 48, 49, 51, 53, 54, 56, 57, 59, 60, 62, 64, 66, 70, 71, 73], "doe": [2, 3, 4, 9, 15, 17, 21, 23, 27, 35, 40, 41, 64, 66, 68, 70, 71, 73], "consid": [2, 3, 4, 6, 7, 9, 10, 16, 26, 28, 37, 40, 41, 60, 66], "valu": [2, 3, 4, 6, 7, 8, 9, 11, 12, 14, 16, 17, 19, 20, 23, 25, 27, 31, 35, 37, 40, 41, 42, 46, 48, 50, 55, 57, 58, 59, 60, 64, 70, 71], "num_qubit": [2, 3, 10, 31, 40, 59], "num_term": [2, 31], "get_coeffici": [2, 3, 5, 12, 31], "get": [2, 3, 5, 6, 10, 13, 15, 16, 17, 21, 23, 25, 26, 35, 39, 40, 41, 46, 51, 52, 55, 63, 64, 68, 71, 73], "throw": [2, 17], "except": [2, 3, 4, 17, 70], "get_raw_data": [2, 3], "is_ident": [2, 3, 31], "standard": [2, 3, 22, 23, 24, 25, 27, 30, 36, 41, 44, 45, 49, 60, 62, 64, 66, 68, 70], "out": [2, 3, 4, 6, 9, 11, 13, 14, 15, 21, 23, 28, 35, 37, 41, 42, 46, 47, 51, 52, 56, 59, 63, 66, 67, 70, 73], "to_str": [2, 3, 5, 12, 46], "printcoeffici": 2, "getdatarepresent": 2, "getdatatupl": 2, "fulli": [2, 3, 4, 11, 21, 22, 41, 53, 60, 64, 66, 70, 73], "distribute_term": [2, 3], "numchunk": 2, "distribut": [2, 3, 13, 16, 21, 28, 40, 42, 46, 51, 53, 64, 70, 73], "chunk": [2, 3, 28], "for_each_term": [2, 3, 5, 12, 31], "give": [2, 10, 14, 15, 16, 21, 23, 41, 42, 56, 64, 66, 72, 73], "functor": 2, "reduct": 2, "captur": [2, 6, 14, 17, 21, 27, 73], "variabl": [2, 4, 14, 21, 27, 28, 39, 40, 41, 47, 49, 52, 55, 56, 64, 66, 71, 73], "for_each_pauli": [2, 3, 31], "thrown": [2, 3, 70], "than": [2, 3, 6, 14, 15, 17, 30, 37, 40, 42, 46, 58, 64, 66, 70], "user": [2, 3, 4, 16, 17, 21, 23, 25, 26, 28, 29, 32, 35, 39, 40, 41, 42, 52, 55, 56, 60, 63, 64, 66, 73], "should": [2, 3, 15, 22, 23, 28, 30, 31, 33, 35, 39, 41, 42, 46, 48, 56, 63, 64, 66, 70, 71], "pass": [2, 3, 4, 5, 11, 12, 17, 20, 23, 27, 28, 31, 35, 39, 41, 49, 52, 54, 56, 59, 60, 61, 66, 70], "index": [2, 3, 4, 5, 31, 33, 35, 37, 41, 48, 63], "complex_matrix": 2, "to_matrix": [2, 3, 5, 10], "dens": 2, "to_sparse_matrix": [2, 3], "col": 2, "static": [2, 3, 23, 30, 35, 60, 64, 70], "nterm": 2, "unsign": 2, "seed": [2, 3, 4, 7, 12, 14, 16, 17, 18, 19, 42, 55, 57], "random_devic": 2, "act": [2, 4, 8, 9, 14, 37, 58], "specifi": [2, 3, 4, 11, 12, 14, 15, 16, 17, 23, 26, 27, 28, 30, 31, 32, 33, 35, 39, 40, 41, 42, 46, 48, 52, 53, 55, 56, 57, 60, 63, 64, 66], "overrid": [2, 23, 42, 62, 64], "repeat": [2, 6, 16, 23, 57, 59], "from_word": [2, 3], "pauliword": 2, "input": [2, 3, 4, 7, 9, 11, 12, 15, 23, 25, 26, 27, 34, 35, 41, 46, 51, 52, 55, 59], "word": [2, 3, 5, 6, 12, 56], "g": [2, 3, 4, 6, 14, 22, 23, 24, 27, 28, 29, 30, 31, 37, 39, 40, 41, 42, 52, 60, 63, 64, 66, 67, 70, 71], "xyx": [2, 3], "3rd": 2, "typenam": [2, 23, 25, 26, 27, 30, 34, 35, 52, 68, 70], "qualifiedspinop": 2, "struct": [2, 23, 25, 26, 27, 30, 34, 40, 41, 49, 51, 52, 53, 54, 57, 59, 60, 62, 70], "constexpr": [2, 25, 35, 40], "dyn": [2, 35, 49, 56], "d": [2, 3, 4, 26, 27, 28, 35, 39, 52, 56, 59, 66], "system": [2, 3, 4, 7, 17, 18, 23, 28, 33, 35, 37, 41, 42, 45, 46, 51, 52, 55, 56, 58, 59, 62, 64, 67, 68, 70, 71], "inlin": [2, 23, 60], "new": [2, 3, 4, 15, 17, 20, 21, 23, 25, 37, 45, 60, 61, 64, 66, 70, 71, 73], "enable_if_t": 2, "qreg": [2, 3, 5, 14, 40], "contain": [2, 3, 4, 7, 14, 16, 20, 21, 23, 28, 30, 33, 37, 40, 42, 45, 46, 51, 52, 57, 59, 60, 63, 64, 70, 71, 73], "dynam": [2, 3, 25, 27, 28, 35, 44, 45, 49, 60, 70], "time": [2, 3, 4, 6, 7, 13, 14, 15, 16, 17, 19, 22, 23, 26, 28, 35, 36, 39, 40, 41, 42, 46, 49, 52, 53, 55, 58, 60, 64, 66, 71], "By": [2, 4, 23, 30, 39, 40, 41, 42, 46, 52, 68], "value_typ": 2, "indic": [2, 3, 7, 27, 30, 31, 35, 56, 63], "underli": [2, 3, 4, 23, 33, 35, 39, 41, 63], "interfac": [2, 35, 42, 63, 64, 66, 68], "idx": [2, 3, 6, 11, 35, 41], "qspan": 2, "front": [2, 26, 34, 35, 54], "back": [2, 26, 35, 37, 41, 52, 53, 56, 66], "last": [2, 6, 16, 26, 35, 41, 51, 59], "slice": [2, 3, 35, 59], "clear": [2, 3, 23, 35, 63], "destroi": [2, 35], "postcondit": [2, 35], "own": [2, 3, 4, 13, 16, 28, 33, 35, 42, 59, 60, 63, 64, 66, 70], "semant": [2, 3, 22, 27, 28, 29, 32, 34, 35, 37, 60], "held": 2, "explicit": [2, 23, 34, 42, 52, 70], "determin": [2, 4, 7, 9, 46], "If": [2, 3, 4, 6, 9, 11, 12, 15, 16, 17, 23, 37, 40, 42, 46, 48, 52, 55, 58, 59, 64, 66, 70, 71], "check": [2, 4, 6, 21, 39, 40, 52, 58, 64, 66, 73], "norm": [2, 16], "pre": [2, 3, 19, 21, 23, 39, 42, 51, 52, 54, 64, 70, 73], "exist": [2, 3, 17, 21, 22, 23, 28, 29, 46, 62, 64, 66, 70, 71, 73], "could": [2, 4, 6, 17, 40, 44, 58, 59, 64], "from_data": [2, 3], "retriev": [2, 3, 23, 41, 52], "get_stat": [2, 3, 10, 15, 17, 41], "delet": [2, 35, 66, 70], "cannot": [2, 15, 17, 26, 27, 35, 37, 58, 66], "move": [2, 11, 35, 62, 64, 66, 71], "assign": [2, 4, 14, 33, 41, 42, 64], "qview": [2, 5, 6, 10, 15, 26, 27, 34, 48], "observe_result": [2, 3, 5, 23, 51], "encapsul": [2, 11, 23, 35, 41, 70], "observ": [2, 3, 4, 5, 7, 8, 11, 12, 13, 14, 16, 18, 19, 26, 39, 41, 42, 43, 45, 49, 51, 53, 54, 55, 57, 58, 59, 63, 71], "call": [2, 3, 4, 6, 7, 8, 9, 11, 13, 14, 15, 17, 18, 25, 26, 27, 30, 34, 41, 42, 45, 46, 52, 53, 54, 55, 57, 58, 59, 60, 63, 64, 66, 68], "measur": [2, 3, 4, 9, 10, 11, 13, 15, 16, 23, 24, 26, 27, 28, 30, 37, 39, 41, 42, 44, 45, 46, 48, 52, 53, 56, 59, 60, 63, 71], "execut": [2, 4, 7, 15, 17, 21, 22, 23, 25, 27, 28, 33, 34, 39, 41, 42, 45, 46, 47, 48, 49, 51, 52, 53, 55, 60, 63, 66, 67, 68, 70, 71, 73], "ansatz": [2, 4, 7, 8, 14, 18, 19, 23, 26, 40, 41, 51, 57, 59], "circuit": [2, 3, 4, 6, 9, 10, 11, 14, 15, 16, 22, 23, 27, 28, 31, 32, 36, 37, 39, 40, 41, 42, 45, 46, 51, 52, 57, 59, 60, 62], "global": [2, 3, 4, 14, 23, 27, 40, 46, 64], "expect": [2, 3, 4, 5, 7, 8, 11, 12, 13, 14, 16, 18, 19, 20, 23, 40, 41, 42, 46, 50, 55, 56, 57, 59, 64, 66, 70, 71], "h": [2, 3, 4, 5, 6, 7, 9, 10, 12, 14, 15, 16, 17, 18, 19, 23, 25, 26, 30, 31, 32, 34, 35, 37, 39, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 66, 68, 70, 71], "precomput": 2, "psi": [2, 8, 9, 10, 17, 23, 26, 46, 58], "sample_result": [2, 3, 6, 23, 52, 70], "wa": [2, 3, 4, 7, 9, 23, 41, 53, 60, 64, 67, 71], "shot": [2, 3, 4, 6, 10, 12, 16, 23, 26, 39, 46, 53, 58, 63], "base": [2, 3, 4, 6, 11, 15, 16, 21, 22, 23, 25, 29, 30, 35, 40, 41, 42, 46, 48, 55, 59, 60, 63, 64, 66, 68, 73], "raw_data": [2, 4, 23], "raw": [2, 3, 4], "convers": [2, 23], "simpli": [2, 17, 58, 66, 71], "ignor": [2, 4, 6, 42], "fine": [2, 23, 49, 53, 54, 58], "grain": [2, 23, 49, 53, 54], "explicitli": [2, 4, 37, 39, 42, 60, 68, 70], "request": [2, 23, 40, 41, 42, 52, 66], "oppos": [2, 70], "observe_data": 2, "spinoptyp": [2, 23], "sub": [2, 3, 22, 23, 26, 27, 35, 36, 66], "id_coeffici": [2, 23], "executioncontext": 2, "abstract": [2, 22, 23, 25, 30, 31, 33, 35, 41, 45], "how": [2, 4, 6, 8, 14, 15, 16, 17, 18, 21, 23, 25, 30, 40, 41, 42, 45, 46, 50, 52, 53, 54, 55, 56, 57, 59, 60, 63, 64, 66, 67, 70, 71, 73], "shots_": 2, "member": [2, 3, 14, 27, 59], "basic": [2, 8, 20, 40, 66, 71], "option": [2, 3, 4, 5, 7, 9, 16, 18, 19, 23, 25, 30, 33, 39, 40, 41, 46, 51, 52, 54, 55, 59, 63, 64, 66], "invoc": [2, 3, 25, 27, 33, 35, 41, 42, 63], "expectationvalu": 2, "nullopt": 2, "optimization_result": [2, 23], "optresult": 2, "optim": [2, 4, 6, 7, 8, 11, 12, 14, 16, 19, 20, 21, 22, 32, 35, 37, 40, 42, 50, 59, 60, 62, 64, 66, 73], "hasconditionalsonmeasureresult": 2, "fals": [2, 3, 4, 5, 6, 7, 12, 64, 66], "being": [2, 3, 8, 13, 22, 23, 37, 42, 52, 56, 70], "ha": [2, 3, 4, 6, 7, 9, 13, 14, 16, 23, 30, 37, 39, 40, 42, 45, 46, 48, 52, 55, 56, 58, 59, 64, 66, 70], "statement": [2, 9, 23, 24, 45], "noise_model": [2, 3, 13, 16, 56], "noisemodel": [2, 3, 13, 16, 56], "nullptr": 2, "canhandleobserv": 2, "flag": [2, 27, 39, 41, 42, 49, 52, 60, 62, 66, 70], "handl": [2, 3, 4, 39, 40, 41, 42, 48, 49, 52, 63, 66, 70], "task": [2, 4, 17, 23, 31, 41, 42, 46, 60, 63], "under": [2, 16, 39, 62, 63, 64, 66, 70], "asyncexec": 2, "occur": [2, 3, 4, 16, 23, 28, 52, 56, 58, 66], "asynchron": [2, 3, 23, 33, 41, 46, 52, 55], "detail": [2, 7, 14, 21, 22, 28, 39, 40, 63, 64, 66, 71, 73], "futur": [2, 3, 23, 38, 39, 41, 42, 52, 56, 64, 66], "futureresult": 2, "store": [2, 3, 7, 28, 35, 41, 46, 52, 55, 58, 60], "unique_ptr": 2, "simulationst": 2, "pointer": [2, 3, 70], "amplitudemap": 2, "amplitud": [2, 3, 15, 41, 55, 56, 58], "overlapcomputest": 2, "overlap": [2, 3, 5, 41], "overlapresult": 2, "trace": [2, 3, 13, 40], "kerneltrac": 2, "run": [2, 3, 4, 9, 11, 16, 17, 19, 20, 22, 23, 26, 39, 40, 41, 42, 43, 45, 49, 51, 52, 53, 54, 55, 56, 59, 60, 63, 64, 66, 67, 70, 71], "tracer": 2, "persist": [2, 23, 28, 40, 66], "resourc": [2, 6, 7, 33, 40, 41, 42, 46, 59, 64, 66], "kernelnam": [2, 3], "batchiter": 2, "batch": [2, 28], "observe_n": 2, "sample_n": 2, "totaliter": 2, "registernam": [2, 23], "mid": [2, 3, 42], "mode": [2, 3, 4, 28, 39, 52, 60, 64], "keep": [2, 16, 23, 42, 59], "track": [2, 23, 58, 59], "reorderidx": 2, "inform": [2, 3, 4, 6, 9, 21, 23, 28, 30, 33, 35, 39, 40, 41, 42, 46, 52, 55, 58, 60, 64, 66, 68, 69, 71, 73], "reorder": 2, "after": [2, 3, 4, 7, 9, 17, 23, 46, 52, 56, 60, 64, 66], "empti": [2, 3, 25, 31, 42, 52, 56, 66], "mean": [2, 15, 30, 37, 42, 52, 55, 66, 71], "char": [2, 26, 41, 46, 64, 70, 71], "invocationresultbuff": 2, "buffer": [2, 41, 70], "note": [2, 3, 4, 6, 14, 16, 17, 26, 28, 37, 40, 41, 46, 48, 52, 56, 58, 59, 60, 64, 66, 70], "need": [2, 4, 6, 7, 13, 14, 15, 16, 17, 37, 39, 40, 41, 42, 46, 51, 52, 55, 59, 63, 64, 66, 67, 70], "abl": [2, 4, 23, 39, 40, 41, 46, 48, 66, 70, 71], "job": [2, 14, 23, 40, 41, 52, 66], "qpu": [2, 3, 10, 20, 21, 22, 23, 28, 33, 39, 41, 42, 45, 46, 51, 52, 55, 63, 70, 71, 73], "extra": [2, 30, 37, 39, 48, 56, 59], "configur": [2, 4, 18, 33, 39, 40, 41, 42, 52, 55, 60, 63, 64, 66, 67, 70, 71], "later": [2, 4, 9, 23, 27, 41, 52, 64, 66], "server": [2, 39, 41, 52, 66], "file": [2, 4, 7, 23, 30, 39, 40, 41, 46, 47, 52, 55, 59, 60, 62, 63, 64, 66, 67, 68, 70, 71], "read": [2, 3, 6, 14, 52, 59], "wrap": [2, 23, 25, 37], "t": [2, 3, 7, 9, 10, 15, 17, 21, 23, 26, 27, 30, 31, 40, 42, 52, 53, 58, 64, 66, 73], "case": [2, 3, 4, 9, 13, 14, 15, 16, 23, 37, 44, 51, 56, 64, 68, 70], "must": [2, 3, 6, 16, 22, 23, 27, 29, 32, 35, 37, 39, 42, 52, 56, 58, 59, 62, 63, 64, 66, 70, 71], "some": [2, 4, 6, 7, 11, 15, 21, 23, 37, 40, 41, 42, 58, 60, 62, 63, 64, 66, 67, 70, 71, 73], "point": [2, 3, 4, 15, 17, 23, 27, 30, 41, 42, 60, 63, 64, 66], "same": [2, 3, 4, 9, 14, 15, 16, 17, 23, 37, 39, 41, 46, 52, 54, 55, 56, 60, 63, 64, 66, 70], "_job": 2, "qpunamein": 2, "config": [2, 7, 63, 64, 66, 71], "info": [2, 40, 47, 60], "requir": [2, 3, 4, 6, 7, 9, 11, 15, 17, 23, 27, 29, 30, 32, 34, 35, 37, 39, 40, 41, 42, 48, 52, 55, 58, 64, 67, 71], "date": 2, "even": [2, 4, 6, 9, 14, 21, 42, 59, 64, 66, 70, 73], "async_result": [2, 10, 52], "face": [2, 29], "which": [2, 3, 4, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 21, 23, 25, 28, 31, 35, 37, 39, 41, 42, 51, 52, 53, 55, 58, 59, 60, 63, 64, 66, 67, 70, 73], "itself": [2, 34, 37, 41, 64, 66], "collect": [2, 3, 5, 7, 12, 17, 46], "pertin": [2, 23, 29, 34, 35], "remot": [2, 3, 23, 28, 38, 40, 47, 55], "rest": [2, 3, 22, 39, 41, 48, 52, 64, 66, 70], "wait": [2, 3, 4, 40, 41, 46, 52], "until": [2, 3, 4, 46, 52], "readi": [2, 6, 18, 52, 56, 66], "executionresult": 2, "correspond": [2, 3, 4, 5, 7, 8, 14, 23, 39, 48, 52, 53, 57, 64, 66, 68], "well": [2, 3, 6, 16, 21, 23, 26, 28, 42, 48, 63, 66, 67, 70, 73], "integ": [2, 3, 14, 20, 27, 33, 41, 42, 46, 55], "1st": [2, 13], "bitstr": [2, 3, 4, 14, 23, 48], "m": [2, 4, 5, 7, 16, 17, 19, 26, 31, 41, 42, 55, 60, 64, 66, 70, 71], "tripl": [2, 60], "long": [2, 23, 26, 46, 49, 64, 66, 70, 71], "length": [2, 16, 48, 52, 59], "deseri": 2, "discuss": [2, 4, 62], "brief": [2, 56, 63], "countsdictionari": 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"Toolchain": [[64, "toolchain"]], "Building CUDA-Q": [[64, "building-cuda-q"]], "Python Support": [[64, "python-support"]], "C++ Support": [[64, "c-support"]], "Installation on the Host": [[64, "installation-on-the-host"]], "CUDA Runtime Libraries": [[64, "cuda-runtime-libraries"]], "MPI": [[64, "mpi"]], "CUDA-Q and CMake": [[67, "cuda-q-and-cmake"]], "Installation Guide": [[65, "installation-guide"]], "Local Installation": [[66, "local-installation"]], "Docker": [[66, "docker"]], "Singularity": [[66, "singularity"]], "Python wheels": [[66, "python-wheels"]], "Pre-built binaries": [[66, "pre-built-binaries"]], "Development with VS Code": [[66, "development-with-vs-code"]], "Using a Docker container": [[66, "using-a-docker-container"]], "Using a Singularity container": [[66, "using-a-singularity-container"]], "Connecting to a Remote Host": [[66, "connecting-to-a-remote-host"]], "Developing with Remote Tunnels": [[66, "developing-with-remote-tunnels"]], "Remote Access via SSH": [[66, 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23, 25, 30, 35, 41, 42, 46, 53], "ani": [1, 2, 3, 4, 6, 13, 14, 17, 23, 27, 29, 30, 32, 34, 35, 39, 40, 42, 44, 46, 47, 52, 53, 54, 56, 63, 64, 66, 70, 71], "alloc": [1, 2, 3, 8, 14, 23, 25, 26, 27, 28, 35, 41, 42, 44, 46, 48, 53, 54, 56, 59, 63], "now": [1, 4, 6, 7, 9, 10, 14, 15, 18, 21, 37, 46, 52, 53, 54, 55, 56, 57, 66, 71, 73], "again": [1, 23, 37, 56, 66, 68], "initi": [1, 2, 3, 4, 5, 6, 7, 8, 12, 14, 15, 18, 19, 23, 39, 41, 52, 55, 56, 57, 58, 59, 64, 66], "ctrl": [1, 2, 6, 9, 14, 17, 23, 25, 26, 30, 40, 41, 44, 48, 49, 51, 52, 53, 54, 57, 58, 59, 60, 66, 71], "condit": [1, 2, 13, 15, 23, 24, 25, 27, 28, 42, 45, 58, 60], "more": [1, 2, 3, 4, 6, 7, 12, 14, 15, 16, 17, 21, 25, 28, 30, 31, 37, 39, 40, 41, 42, 45, 46, 52, 55, 57, 58, 59, 64, 66, 68, 70, 71, 73], "wikipedia": 1, "entri": [1, 23, 27, 41, 52, 60, 66, 70], "ctrl_1": 1, "ctrl_2": 1, "00": [1, 4, 7, 13, 17, 46, 55, 58, 70, 71], "11": [1, 3, 4, 5, 7, 13, 16, 17, 23, 40, 46, 55, 58, 60, 64, 66, 70, 71], "onli": [1, 2, 3, 4, 6, 16, 17, 23, 27, 28, 32, 35, 37, 39, 40, 41, 45, 48, 49, 52, 58, 60, 62, 64, 66, 70, 71], "both": [1, 3, 6, 7, 9, 11, 28, 37, 39, 41, 42, 58, 59, 64, 66, 68], "000": [1, 6, 15, 16, 40, 46], "111": [1, 4, 6, 15, 16], "follow": [1, 2, 3, 4, 6, 7, 9, 10, 14, 15, 16, 17, 21, 23, 25, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 44, 46, 47, 51, 52, 53, 56, 60, 62, 63, 64, 66, 67, 68, 70, 71, 73], "common": [1, 4, 6, 16, 18, 23, 27, 30, 31, 60, 64], "convent": [1, 11, 14], "all": [1, 2, 3, 4, 6, 10, 16, 17, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 32, 33, 35, 37, 39, 40, 41, 42, 46, 48, 51, 52, 55, 56, 57, 58, 59, 60, 64, 66, 67, 68, 70, 71, 73], "howev": [1, 4, 7, 15, 16, 37, 39, 41, 70, 71], "behavior": [1, 2, 4], "chang": [1, 2, 4, 6, 15, 21, 23, 27, 46, 66, 71, 73], "instead": [1, 2, 4, 13, 17, 29, 32, 41, 42, 46, 64, 66, 70], "when": [1, 2, 3, 4, 6, 14, 16, 23, 28, 35, 37, 40, 41, 42, 46, 51, 52, 53, 56, 60, 63, 64, 66, 70, 71], "negat": [1, 2, 3, 30, 34, 35], "polar": [1, 30, 34, 42], "syntax": [1, 4, 21, 22, 27, 28, 30, 32, 39, 52, 68, 73], "preced": [1, 30, 39], "01": [1, 7, 9, 13, 58], "10": [1, 4, 5, 6, 7, 10, 11, 12, 13, 14, 16, 17, 19, 23, 26, 27, 46, 53, 55, 58, 59, 60, 68, 71], "notat": [1, 58], "context": [1, 2, 11, 28, 41, 42, 63], "valid": [1, 2, 3, 20, 27, 39, 42, 52, 64, 66, 70], "either": [1, 6, 9, 11, 14, 28, 39, 41, 42, 52, 58, 59, 64, 66, 71], "similarli": [1, 9, 10, 41, 47, 58], "condition": 1, "respect": [1, 2, 3, 6, 7, 14, 23, 39, 41, 46, 51, 55, 58, 64, 66, 71], "e": [1, 2, 3, 4, 5, 6, 7, 9, 14, 15, 16, 17, 18, 19, 22, 23, 24, 26, 27, 28, 29, 30, 31, 37, 39, 40, 41, 42, 49, 52, 60, 63, 64, 66, 70, 71], "project": [1, 42, 63, 64, 66, 67, 70], "onto": [1, 58], "eigenvector": [1, 2, 5], "non": [1, 2, 3, 6, 12, 16, 23, 27, 28, 35, 41, 42, 46, 51, 53], "linear": [1, 4, 11, 13, 15, 18, 40, 46, 52, 58], "avail": [1, 2, 3, 4, 12, 20, 21, 22, 23, 27, 28, 30, 33, 34, 35, 36, 38, 39, 40, 41, 42, 45, 46, 48, 50, 51, 60, 64, 66, 71, 73], "first": [1, 2, 3, 4, 6, 8, 9, 10, 13, 14, 15, 16, 17, 18, 20, 23, 35, 39, 40, 41, 42, 43, 51, 52, 53, 54, 56, 59, 60, 66, 71], "api": [1, 17, 20, 23, 25, 29, 30, 33, 35, 39, 40, 41, 42, 46, 53, 63, 64, 66, 68, 70], "regist": [1, 2, 3, 6, 15, 18, 23, 26, 28, 35, 39, 41, 48, 53, 54, 56, 60, 63], "outsid": [1, 4, 66, 70], "Then": [1, 16, 48, 52, 56, 62, 63], "within": [1, 2, 3, 18, 23, 27, 29, 31, 35, 39, 41, 42, 45, 46, 52, 53, 56, 58, 62, 64, 66, 67, 68, 70, 71], "like": [1, 2, 3, 4, 6, 7, 9, 14, 15, 18, 21, 23, 27, 35, 39, 41, 46, 52, 53, 55, 58, 59, 60, 64, 66, 67, 70, 71, 73], "built": [1, 2, 4, 7, 8, 15, 21, 39, 42, 45, 46, 49, 56, 59, 64, 70, 71, 73], "abov": [1, 4, 6, 9, 14, 15, 23, 25, 30, 40, 41, 42, 46, 51, 52, 54, 58, 60, 63, 64, 66, 68, 70, 71], "qudit": [1, 2, 24, 28, 30], "level": [1, 2, 21, 22, 23, 28, 30, 40, 41, 42, 60, 63, 67, 73], "register_oper": 1, "accept": [1, 2, 3, 44, 64, 66, 71], "identifi": [1, 2, 6, 7, 14, 48, 64, 66], "string": [1, 2, 3, 6, 17, 23, 25, 26, 33, 42, 46, 53, 60, 66, 70], "numpi": [1, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 26, 52, 55, 56, 57, 64], "arrai": [1, 2, 3, 7, 9, 10, 13, 15, 16, 35, 37, 41, 53, 55, 56, 60], "complex": [1, 2, 3, 5, 7, 12, 13, 19, 31, 37, 41, 46, 55, 56, 58, 59, 70], "A": [1, 2, 3, 4, 6, 7, 9, 14, 16, 17, 18, 23, 26, 27, 30, 37, 39, 46, 52, 54, 55, 58, 62, 63, 64, 66], "1d": [1, 2, 3], "interpret": [1, 45, 64], "row": [1, 2, 3, 17], "major": [1, 64], "import": [1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 26, 31, 39, 40, 41, 42, 44, 46, 48, 49, 51, 52, 53, 55, 56, 57, 58, 59, 60, 64, 70, 71], "custom_h": 1, "custom_x": 1, "def": [1, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 26, 27, 32, 34, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 66, 71], "bell": [1, 23, 70], "sampl": [1, 2, 3, 4, 6, 9, 12, 13, 14, 16, 25, 39, 40, 41, 42, 43, 45, 48, 49, 52, 53, 54, 55, 56, 57, 58, 63, 66, 70, 71], "dump": [1, 2, 3, 13, 23, 26, 40, 41, 46, 48, 49, 52, 53, 55, 56, 57, 70, 71], "macro": [1, 63], "cudaq_register_oper": 1, "uniqu": [1, 2, 3, 4, 14, 16, 23, 28, 30, 35, 41, 68], "name": [1, 2, 3, 4, 6, 14, 23, 25, 30, 33, 38, 40, 41, 42, 51, 55, 58, 60, 63, 64, 66, 67, 70, 71], "represent": [1, 2, 3, 15, 17, 23, 27, 37, 42, 60, 62, 63], "includ": [1, 2, 3, 7, 14, 21, 23, 26, 35, 40, 44, 45, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 62, 63, 64, 66, 68, 70, 71, 73], "m_sqrt1_2": 1, "__qpu__": [1, 2, 23, 26, 27, 34, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 70, 71], "void": [1, 2, 3, 23, 25, 26, 27, 30, 31, 33, 34, 35, 44, 46, 48, 52, 54, 57, 59, 60, 62, 63, 68, 70, 71], "bell_pair": [1, 2, 3], "r": [1, 6, 7, 16, 30, 35, 39, 40, 41, 42, 51, 52, 59, 60, 66], "int": [1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 14, 15, 16, 19, 23, 26, 27, 34, 35, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 59, 60, 63, 64, 68, 70, 71], "main": [1, 4, 6, 7, 21, 23, 26, 37, 40, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 64, 66, 68, 70, 71, 73], "auto": [1, 2, 23, 25, 26, 27, 31, 34, 35, 40, 41, 42, 44, 46, 48, 49, 51, 52, 53, 54, 56, 57, 59, 60, 62, 70, 71], "count": [1, 2, 3, 4, 5, 6, 12, 14, 16, 23, 25, 26, 35, 39, 40, 41, 42, 46, 49, 52, 53, 54, 55, 56, 57, 59, 60, 63], "bit": [1, 2, 3, 6, 7, 9, 13, 16, 23, 26, 28, 35, 37, 41, 42, 48, 49, 53, 54, 56, 58, 63], "printf": [1, 23, 26, 35, 41, 49, 51, 53, 54, 57, 59, 64], "n": [1, 2, 4, 5, 7, 10, 14, 15, 16, 19, 23, 25, 26, 27, 30, 31, 34, 40, 41, 46, 48, 49, 51, 52, 53, 54, 55, 57, 58, 59, 60, 64, 68, 71], "data": [1, 2, 5, 11, 12, 14, 15, 18, 20, 23, 27, 29, 31, 37, 41, 42, 49, 51, 53, 54, 60, 63, 65, 66, 68, 70], "multi": [1, 7, 15, 17, 20, 21, 22, 25, 28, 30, 34, 38, 39, 40, 46, 50, 51, 58, 63, 64, 70, 71, 73], "msb": 1, "order": [1, 2, 4, 7, 14, 17, 23, 31, 39, 42, 46, 51, 56], "big": [1, 12], "endian": 1, "show": [1, 4, 11, 12, 14, 15, 16, 17, 18, 19, 41, 51, 52, 56, 64, 66], "differ": [1, 2, 3, 4, 6, 9, 10, 11, 15, 16, 17, 37, 39, 40, 41, 45, 46, 52, 55, 56, 64, 66, 68], "test": [1, 4, 6, 11, 16, 20, 25, 55, 64, 66], "cnot": [1, 4, 30, 44, 58, 70], "my_cnot": 1, "print": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 23, 26, 35, 40, 41, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 64, 70, 71], "500": [1, 58, 71], "exact": [1, 4, 42], "random": [1, 2, 3, 4, 6, 7, 10, 12, 14, 16, 17, 18, 19, 41, 42, 48, 55, 57, 59], "construct": [1, 2, 4, 16, 17, 23, 24, 25, 27, 35, 37, 41, 44, 45, 46, 53, 56, 60], "second": [1, 2, 3, 4, 7, 9, 14, 16, 35, 40, 42, 46, 59], "1j": [1, 5], "xy": [1, 17], "kron": [1, 16], "my_xi": 1, "custom_xy_test": 1, "undo": 1, "prior": [1, 58, 64, 66], "1000": [1, 3, 4, 11, 13, 16, 23, 39, 46, 53, 55, 58, 71], "mycnot": 1, "myxi": 1, "current": [1, 2, 3, 4, 17, 21, 23, 33, 39, 41, 42, 48, 63, 66, 70, 73], "simul": [1, 2, 5, 6, 7, 8, 12, 16, 17, 20, 21, 22, 23, 38, 39, 43, 45, 46, 48, 50, 52, 53, 55, 60, 61, 64, 71, 73], "attempt": [1, 2, 6, 70], "hardwar": [1, 4, 6, 15, 20, 21, 38, 42, 46, 50, 70, 73], "result": [1, 2, 3, 4, 5, 7, 8, 9, 11, 12, 13, 15, 16, 17, 18, 19, 23, 24, 25, 26, 28, 37, 39, 40, 41, 42, 46, 48, 49, 51, 52, 53, 54, 55, 56, 58, 60, 63, 66, 70, 71], "runtim": [1, 2, 4, 12, 22, 23, 25, 28, 39, 40, 41, 42, 49, 51, 60, 63, 66, 68], "error": [1, 2, 4, 13, 17, 20, 30, 37, 39, 40, 42, 45, 52, 56, 64, 66, 70], "class": [2, 3, 4, 7, 11, 23, 25, 27, 31, 33, 35, 41, 42, 59, 62, 63], "spin_op": [2, 3, 23, 26, 30, 40, 41, 46, 51, 57, 59], "repres": [2, 3, 4, 7, 9, 13, 14, 15, 17, 23, 37, 39, 42, 52, 58, 59, 60], "gener": [2, 3, 4, 5, 6, 7, 10, 12, 14, 15, 16, 17, 18, 23, 25, 26, 27, 28, 30, 31, 34, 36, 39, 40, 45, 48, 49, 51, 52, 53, 54, 58, 60, 62, 66, 70], "sum": [2, 3, 7, 11, 14, 16, 31, 35, 52, 58], "tensor": [2, 3, 11, 16, 21, 31, 40, 41, 49, 63, 73], "product": [2, 3, 16, 20, 21, 31, 40, 48, 71, 73], "expos": [2, 3, 4, 23, 25, 31, 33, 37, 41, 63], "typic": [2, 23, 35, 40, 44, 45, 51, 60, 67, 68], "algebra": [2, 31, 51, 58], "programm": [2, 3, 23, 24, 25, 27, 28, 30, 32, 33, 35, 39, 41, 53], "defin": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 26, 27, 31, 32, 33, 34, 35, 40, 41, 42, 44, 45, 46, 48, 49, 51, 52, 53, 54, 56, 57, 58, 59, 60, 63, 64, 66, 68, 70], "primit": [2, 14, 22, 25, 28, 31, 35, 36, 41, 45, 70], "them": [2, 4, 5, 10, 12, 16, 17, 21, 37, 44, 58, 60, 64, 66, 68, 70, 71, 73], "compos": [2, 3, 11, 14, 27, 28, 39, 52, 60], "larger": [2, 3, 4, 14, 40, 48, 49], "thereof": [2, 28, 31], "public": [2, 4, 23, 25, 31, 33, 35, 41, 48, 59, 62, 63, 66], "type": [2, 4, 7, 8, 9, 14, 15, 16, 22, 23, 25, 27, 28, 30, 31, 36, 39, 41, 42, 44, 48, 51, 53, 56, 57, 58, 59, 60, 63, 66, 70], "spin_op_term": 2, "bool": [2, 3, 23, 27, 30, 31, 33, 41, 63, 70], "we": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 23, 26, 30, 32, 37, 39, 41, 42, 44, 45, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 66, 67, 68, 70, 71, 73], "term": [2, 3, 5, 6, 7, 12, 14, 19, 23, 30, 39, 41, 46, 51, 66], "binari": 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57, 59, 63, 64, 66], "size_t": [2, 23, 25, 27, 31, 33, 35, 41, 52, 53, 63, 68, 70], "typedef": 2, "zero": [2, 3, 5, 6, 8, 11, 16, 28, 41, 46, 58], "spars": [2, 3], "function": [2, 3, 6, 8, 9, 11, 12, 13, 14, 16, 17, 18, 19, 21, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 39, 40, 41, 42, 44, 45, 46, 48, 51, 52, 53, 55, 56, 57, 59, 60, 63, 68, 70, 73], "pair": [2, 3, 14, 27, 33, 37, 66], "const": [2, 23, 25, 26, 27, 30, 31, 33, 35, 40, 49, 52, 57, 59, 62, 63, 68, 70], "termdata": 2, "constructor": [2, 3], "take": [2, 3, 4, 7, 9, 14, 15, 16, 21, 23, 25, 26, 27, 30, 31, 32, 33, 34, 35, 37, 39, 42, 45, 46, 49, 51, 52, 53, 54, 55, 56, 59, 60, 64, 66, 71, 73], "coeffici": [2, 3, 5, 12, 58], "constant": [2, 9, 35, 37, 60], "id": [2, 23, 33, 35, 39, 41, 64, 66], "coeff": 2, "qubit": [2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 18, 19, 23, 25, 26, 27, 28, 31, 33, 34, 37, 39, 40, 41, 42, 44, 45, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 63, 66, 71], "unordered_map": [2, 23], "_term": 2, "full": [2, 3, 6, 7, 21, 40, 41, 55, 58, 60, 62, 64, 66, 67, 73], "composit": 2, "spin": [2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 19, 23, 26, 31, 37, 40, 41, 46, 51, 55, 57, 59, 60], "op": [2, 3, 5, 37, 51, 59, 60], "map": [2, 3, 4, 13, 16, 23, 35, 60, 66], "individu": [2, 3, 28, 35, 41], "bsf": 2, "from": [2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 21, 23, 24, 26, 27, 28, 31, 35, 37, 40, 41, 42, 45, 46, 48, 51, 52, 55, 56, 57, 59, 60, 63, 66, 67, 68, 71, 73], "ident": [2, 3, 5, 6, 14, 16, 37, 51], "numqubit": [2, 3, 26], "given": [2, 3, 4, 6, 7, 9, 12, 14, 16, 23, 35, 39, 41, 42, 46, 48, 51, 59, 63], "o": [2, 4, 10, 15, 19, 26, 39, 40, 41, 42, 49, 51, 52, 53, 54, 56, 59, 60, 64, 66, 68, 70, 71], "copi": [2, 17, 35, 37, 64, 66], "data_rep": 2, "serial": [2, 3], "encod": [2, 3, 4, 6, 14, 23, 31, 41, 48, 53, 58, 63], "via": [2, 3, 7, 9, 11, 13, 20, 22, 23, 25, 28, 30, 32, 34, 35, 37, 39, 41, 42, 49, 51, 52, 53, 54, 55, 56, 58, 60, 62, 63, 64], "3": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 35, 39, 40, 41, 42, 46, 52, 54, 55, 56, 57, 59, 60, 63, 64, 66, 67, 71, 73], "real": [2, 3, 5, 12, 15, 17, 19, 45], "imaginari": [2, 3, 5, 7, 10, 19], "part": [2, 3, 6, 7, 10, 19, 23, 35, 60, 62, 64, 66], "append": [2, 3, 5, 6, 8, 11, 12, 16, 17, 18, 19, 27, 39, 41, 48, 55], "larg": [2, 3, 5, 7, 16, 30, 41, 42, 45, 49, 58], "end": [2, 3, 7, 9, 13, 15, 16, 17, 23, 35, 39, 41, 46, 52, 56, 58, 64, 66], "total": [2, 3, 4, 7, 11, 12, 15, 19, 40, 41, 42, 46, 52, 55, 66], "destructor": 2, "iter": [2, 3, 4, 6, 7, 23, 35, 52, 59], "begin": [2, 3, 4, 6, 7, 9, 13, 15, 16, 17, 18, 23, 35, 44, 52, 53, 56, 58, 59], "return": [2, 3, 4, 5, 6, 8, 9, 11, 12, 14, 16, 17, 18, 19, 23, 25, 26, 27, 30, 35, 37, 40, 41, 46, 48, 49, 51, 52, 53, 55, 56, 57, 59, 60, 62, 63, 64, 68, 70], "start": [2, 3, 6, 7, 8, 15, 20, 21, 30, 35, 39, 41, 46, 60, 62, 68, 73], "equal": [2, 3, 17, 37, 41, 42, 46, 58], "v": [2, 3, 6, 7, 12, 14, 20, 23, 26, 27, 32, 37, 40, 55, 60, 64], "noexcept": [2, 30], "add": [2, 3, 4, 5, 13, 14, 17, 18, 21, 32, 42, 52, 53, 56, 60, 62, 63, 64, 66, 73], "subtract": [2, 3], "multipli": [2, 3, 6], "true": [2, 3, 4, 5, 6, 7, 11, 16, 23, 27, 39, 55, 64, 66, 71], "here": [2, 3, 4, 6, 7, 9, 13, 15, 16, 18, 20, 21, 23, 25, 26, 27, 30, 32, 40, 41, 48, 49, 51, 53, 54, 56, 57, 59, 60, 62, 64, 66, 70, 71, 73], "doe": [2, 3, 4, 9, 15, 17, 21, 23, 27, 35, 40, 41, 64, 66, 68, 70, 71, 73], "consid": [2, 3, 4, 6, 7, 9, 10, 16, 26, 28, 37, 40, 41, 60, 66], "valu": [2, 3, 4, 6, 7, 8, 9, 11, 12, 14, 16, 17, 19, 20, 23, 25, 27, 31, 35, 37, 40, 41, 42, 46, 48, 50, 55, 57, 58, 59, 60, 64, 70, 71], "num_qubit": [2, 3, 10, 31, 40, 59], "num_term": [2, 31], "get_coeffici": [2, 3, 5, 12, 31], "get": [2, 3, 5, 6, 10, 13, 15, 16, 17, 21, 23, 25, 26, 35, 39, 40, 41, 46, 51, 52, 55, 63, 64, 68, 71, 73], "throw": [2, 17], "except": [2, 3, 4, 17, 70], "get_raw_data": [2, 3], "is_ident": [2, 3, 31], "standard": [2, 3, 22, 23, 24, 25, 27, 30, 36, 41, 44, 45, 49, 60, 62, 64, 66, 68, 70], "out": [2, 3, 4, 6, 9, 11, 13, 14, 15, 21, 23, 28, 35, 37, 41, 42, 46, 47, 51, 52, 56, 59, 63, 66, 67, 70, 73], "to_str": [2, 3, 5, 12, 46], "printcoeffici": 2, "getdatarepresent": 2, "getdatatupl": 2, "fulli": [2, 3, 4, 11, 21, 22, 41, 53, 60, 64, 66, 70, 73], "distribute_term": [2, 3], "numchunk": 2, "distribut": [2, 3, 13, 16, 21, 28, 40, 42, 46, 51, 53, 64, 70, 73], "chunk": [2, 3, 28], "for_each_term": [2, 3, 5, 12, 31], "give": [2, 10, 14, 15, 16, 21, 23, 41, 42, 56, 64, 66, 72, 73], "functor": 2, "reduct": 2, "captur": [2, 6, 14, 17, 21, 27, 73], "variabl": [2, 4, 14, 21, 27, 28, 39, 40, 41, 47, 49, 52, 55, 56, 64, 66, 71, 73], "for_each_pauli": [2, 3, 31], "thrown": [2, 3, 70], "than": [2, 3, 6, 14, 15, 17, 30, 37, 40, 42, 46, 58, 64, 66, 70], "user": [2, 3, 4, 16, 17, 21, 23, 25, 26, 28, 29, 32, 35, 39, 40, 41, 42, 52, 55, 56, 60, 63, 64, 66, 73], "should": [2, 3, 15, 22, 23, 28, 30, 31, 33, 35, 39, 41, 42, 46, 48, 56, 63, 64, 66, 70, 71], "pass": [2, 3, 4, 5, 11, 12, 17, 20, 23, 27, 28, 31, 35, 39, 41, 49, 52, 54, 56, 59, 60, 61, 66, 70], "index": [2, 3, 4, 5, 31, 33, 35, 37, 41, 48, 63], "complex_matrix": 2, "to_matrix": [2, 3, 5, 10], "dens": 2, "to_sparse_matrix": [2, 3], "col": 2, "static": [2, 3, 23, 30, 35, 60, 64, 70], "nterm": 2, "unsign": 2, "seed": [2, 3, 4, 7, 12, 14, 16, 17, 18, 19, 42, 55, 57], "random_devic": 2, "act": [2, 4, 8, 9, 14, 37, 58], "specifi": [2, 3, 4, 11, 12, 14, 15, 16, 17, 23, 26, 27, 28, 30, 31, 32, 33, 35, 39, 40, 41, 42, 46, 48, 52, 53, 55, 56, 57, 60, 63, 64, 66], "overrid": [2, 23, 42, 62, 64], "repeat": [2, 6, 16, 23, 57, 59], "from_word": [2, 3], "pauliword": 2, "input": [2, 3, 4, 7, 9, 11, 12, 15, 23, 25, 26, 27, 34, 35, 41, 46, 51, 52, 55, 59], "word": [2, 3, 5, 6, 12, 56], "g": [2, 3, 4, 6, 14, 22, 23, 24, 27, 28, 29, 30, 31, 37, 39, 40, 41, 42, 52, 60, 63, 64, 66, 67, 70, 71], "xyx": [2, 3], "3rd": 2, "typenam": [2, 23, 25, 26, 27, 30, 34, 35, 52, 68, 70], "qualifiedspinop": 2, "struct": [2, 23, 25, 26, 27, 30, 34, 40, 41, 49, 51, 52, 53, 54, 57, 59, 60, 62, 70], "constexpr": [2, 25, 35, 40], "dyn": [2, 35, 49, 56], "d": [2, 3, 4, 26, 27, 28, 35, 39, 52, 56, 59, 66], "system": [2, 3, 4, 7, 17, 18, 23, 28, 33, 35, 37, 41, 42, 45, 46, 51, 52, 55, 56, 58, 59, 62, 64, 67, 68, 70, 71], "inlin": [2, 23, 60], "new": [2, 3, 4, 15, 17, 20, 21, 23, 25, 37, 45, 60, 61, 64, 66, 70, 71, 73], "enable_if_t": 2, "qreg": [2, 3, 5, 14, 40], "contain": [2, 3, 4, 7, 14, 16, 20, 21, 23, 28, 30, 33, 37, 40, 42, 45, 46, 51, 52, 57, 59, 60, 63, 64, 70, 71, 73], "dynam": [2, 3, 25, 27, 28, 35, 44, 45, 49, 60, 70], "time": [2, 3, 4, 6, 7, 13, 14, 15, 16, 17, 19, 22, 23, 26, 28, 35, 36, 39, 40, 41, 42, 46, 49, 52, 53, 55, 58, 60, 64, 66, 71], "By": [2, 4, 23, 30, 39, 40, 41, 42, 46, 52, 68], "value_typ": 2, "indic": [2, 3, 7, 27, 30, 31, 35, 56, 63], "underli": [2, 3, 4, 23, 33, 35, 39, 41, 63], "interfac": [2, 35, 42, 63, 64, 66, 68], "idx": [2, 3, 6, 11, 35, 41], "qspan": 2, "front": [2, 26, 34, 35, 54], "back": [2, 26, 35, 37, 41, 52, 53, 56, 66], "last": [2, 6, 16, 26, 35, 41, 51, 59], "slice": [2, 3, 35, 59], "clear": [2, 3, 23, 35, 63], "destroi": [2, 35], "postcondit": [2, 35], "own": [2, 3, 4, 13, 16, 28, 33, 35, 42, 59, 60, 63, 64, 66, 70], "semant": [2, 3, 22, 27, 28, 29, 32, 34, 35, 37, 60], "held": 2, "explicit": [2, 23, 34, 42, 52, 70], "determin": [2, 4, 7, 9, 46], "If": [2, 3, 4, 6, 9, 11, 12, 15, 16, 17, 23, 37, 40, 42, 46, 48, 52, 55, 58, 59, 64, 66, 70, 71], "check": [2, 4, 6, 21, 39, 40, 52, 58, 64, 66, 73], "norm": [2, 16], "pre": [2, 3, 19, 21, 23, 39, 42, 51, 52, 54, 64, 70, 73], "exist": [2, 3, 17, 21, 22, 23, 28, 29, 46, 62, 64, 66, 70, 71, 73], "could": [2, 4, 6, 17, 40, 44, 58, 59, 64], "from_data": [2, 3], "retriev": [2, 3, 23, 41, 52], "get_stat": [2, 3, 10, 15, 17, 41], "delet": [2, 35, 66, 70], "cannot": [2, 15, 17, 26, 27, 35, 37, 58, 66], "move": [2, 11, 35, 62, 64, 66, 71], "assign": [2, 4, 14, 33, 41, 42, 64], "qview": [2, 5, 6, 10, 15, 26, 27, 34, 48], "observe_result": [2, 3, 5, 23, 51], "encapsul": [2, 11, 23, 35, 41, 70], "observ": [2, 3, 4, 5, 7, 8, 11, 12, 13, 14, 16, 18, 19, 26, 39, 41, 42, 43, 45, 49, 51, 53, 54, 55, 57, 58, 59, 63, 71], "call": [2, 3, 4, 6, 7, 8, 9, 11, 13, 14, 15, 17, 18, 25, 26, 27, 30, 34, 41, 42, 45, 46, 52, 53, 54, 55, 57, 58, 59, 60, 63, 64, 66, 68], "measur": [2, 3, 4, 9, 10, 11, 13, 15, 16, 23, 24, 26, 27, 28, 30, 37, 39, 41, 42, 44, 45, 46, 48, 52, 53, 56, 59, 60, 63, 71], "execut": [2, 4, 7, 15, 17, 21, 22, 23, 25, 27, 28, 33, 34, 39, 41, 42, 45, 46, 47, 48, 49, 51, 52, 53, 55, 60, 63, 66, 67, 68, 70, 71, 73], "ansatz": [2, 4, 7, 8, 14, 18, 19, 23, 26, 40, 41, 51, 57, 59], "circuit": [2, 3, 4, 6, 9, 10, 11, 14, 15, 16, 22, 23, 27, 28, 31, 32, 36, 37, 39, 40, 41, 42, 45, 46, 51, 52, 57, 59, 60, 62], "global": [2, 3, 4, 14, 23, 27, 40, 46, 64], "expect": [2, 3, 4, 5, 7, 8, 11, 12, 13, 14, 16, 18, 19, 20, 23, 40, 41, 42, 46, 50, 55, 56, 57, 59, 64, 66, 70, 71], "h": [2, 3, 4, 5, 6, 7, 9, 10, 12, 14, 15, 16, 17, 18, 19, 23, 25, 26, 30, 31, 32, 34, 35, 37, 39, 40, 41, 44, 46, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 66, 68, 70, 71], "precomput": 2, "psi": [2, 8, 9, 10, 17, 23, 26, 46, 58], "sample_result": [2, 3, 6, 23, 52, 70], "wa": [2, 3, 4, 7, 9, 23, 41, 53, 60, 64, 67, 71], "shot": [2, 3, 4, 6, 10, 12, 16, 23, 26, 39, 46, 53, 58, 63], "base": [2, 3, 4, 6, 11, 15, 16, 21, 22, 23, 25, 29, 30, 35, 40, 41, 42, 46, 48, 55, 59, 60, 63, 64, 66, 68, 73], "raw_data": [2, 4, 23], "raw": [2, 3, 4], "convers": [2, 23], "simpli": [2, 17, 58, 66, 71], "ignor": [2, 4, 6, 42], "fine": [2, 23, 49, 53, 54, 58], "grain": [2, 23, 49, 53, 54], "explicitli": [2, 4, 37, 39, 42, 60, 68, 70], "request": [2, 23, 40, 41, 42, 52, 66], "oppos": [2, 70], "observe_data": 2, "spinoptyp": [2, 23], "sub": [2, 3, 22, 23, 26, 27, 35, 36, 66], "id_coeffici": [2, 23], "executioncontext": 2, "abstract": [2, 22, 23, 25, 30, 31, 33, 35, 41, 45], "how": [2, 4, 6, 8, 14, 15, 16, 17, 18, 21, 23, 25, 30, 40, 41, 42, 45, 46, 50, 52, 53, 54, 55, 56, 57, 59, 60, 63, 64, 66, 67, 70, 71, 73], "shots_": 2, "member": [2, 3, 14, 27, 59], "basic": [2, 8, 20, 40, 66, 71], "option": [2, 3, 4, 5, 7, 9, 16, 18, 19, 23, 25, 30, 33, 39, 40, 41, 46, 51, 52, 54, 55, 59, 63, 64, 66], "invoc": [2, 3, 25, 27, 33, 35, 41, 42, 63], "expectationvalu": 2, "nullopt": 2, "optimization_result": [2, 23], "optresult": 2, "optim": [2, 4, 6, 7, 8, 11, 12, 14, 16, 19, 20, 21, 22, 32, 35, 37, 40, 42, 50, 59, 60, 62, 64, 66, 73], "hasconditionalsonmeasureresult": 2, "fals": [2, 3, 4, 5, 6, 7, 12, 64, 66], "being": [2, 3, 8, 13, 22, 23, 37, 42, 52, 56, 70], "ha": [2, 3, 4, 6, 7, 9, 13, 14, 16, 23, 30, 37, 39, 40, 42, 45, 46, 48, 52, 55, 56, 58, 59, 64, 66, 70], "statement": [2, 9, 23, 24, 45], "noise_model": [2, 3, 13, 16, 56], "noisemodel": [2, 3, 13, 16, 56], "nullptr": 2, "canhandleobserv": 2, "flag": [2, 27, 39, 41, 42, 49, 52, 60, 62, 66, 70], "handl": [2, 3, 4, 39, 40, 41, 42, 48, 49, 52, 63, 66, 70], "task": [2, 4, 17, 23, 31, 41, 42, 46, 60, 63], "under": [2, 16, 39, 62, 63, 64, 66, 70], "asyncexec": 2, "occur": [2, 3, 4, 16, 23, 28, 52, 56, 58, 66], "asynchron": [2, 3, 23, 33, 41, 46, 52, 55], "detail": [2, 7, 14, 21, 22, 28, 39, 40, 63, 64, 66, 71, 73], "futur": [2, 3, 23, 38, 39, 41, 42, 52, 56, 64, 66], "futureresult": 2, "store": [2, 3, 7, 28, 35, 41, 46, 52, 55, 58, 60], "unique_ptr": 2, "simulationst": 2, "pointer": [2, 3, 70], "amplitudemap": 2, "amplitud": [2, 3, 15, 41, 55, 56, 58], "overlapcomputest": 2, "overlap": [2, 3, 5, 41], "overlapresult": 2, "trace": [2, 3, 13, 40], "kerneltrac": 2, "run": [2, 3, 4, 9, 11, 16, 17, 19, 20, 22, 23, 26, 39, 40, 41, 42, 43, 45, 49, 51, 52, 53, 54, 55, 56, 59, 60, 63, 64, 66, 67, 70, 71], "tracer": 2, "persist": [2, 23, 28, 40, 66], "resourc": [2, 6, 7, 33, 40, 41, 42, 46, 59, 64, 66], "kernelnam": [2, 3], "batchiter": 2, "batch": [2, 28], "observe_n": 2, "sample_n": 2, "totaliter": 2, "registernam": [2, 23], "mid": [2, 3, 42], "mode": [2, 3, 4, 28, 39, 52, 60, 64], "keep": [2, 16, 23, 42, 59], "track": [2, 23, 58, 59], "reorderidx": 2, "inform": [2, 3, 4, 6, 9, 21, 23, 28, 30, 33, 35, 39, 40, 41, 42, 46, 52, 55, 58, 60, 64, 66, 68, 69, 71, 73], "reorder": 2, "after": [2, 3, 4, 7, 9, 17, 23, 46, 52, 56, 60, 64, 66], "empti": [2, 3, 25, 31, 42, 52, 56, 66], "mean": [2, 15, 30, 37, 42, 52, 55, 66, 71], "char": [2, 26, 41, 46, 64, 70, 71], "invocationresultbuff": 2, "buffer": [2, 41, 70], "note": [2, 3, 4, 6, 14, 16, 17, 26, 28, 37, 40, 41, 46, 48, 52, 56, 58, 59, 60, 64, 66, 70], "need": [2, 4, 6, 7, 13, 14, 15, 16, 17, 37, 39, 40, 41, 42, 46, 51, 52, 55, 59, 63, 64, 66, 67, 70], "abl": [2, 4, 23, 39, 40, 41, 46, 48, 66, 70, 71], "job": [2, 14, 23, 40, 41, 52, 66], "qpu": [2, 3, 10, 20, 21, 22, 23, 28, 33, 39, 41, 42, 45, 46, 51, 52, 55, 63, 70, 71, 73], "extra": [2, 30, 37, 39, 48, 56, 59], "configur": [2, 4, 18, 33, 39, 40, 41, 42, 52, 55, 60, 63, 64, 66, 67, 70, 71], "later": [2, 4, 9, 23, 27, 41, 52, 64, 66], "server": [2, 39, 41, 52, 66], "file": [2, 4, 7, 23, 30, 39, 40, 41, 46, 47, 52, 55, 59, 60, 62, 63, 64, 66, 67, 68, 70, 71], "read": [2, 3, 6, 14, 52, 59], "wrap": [2, 23, 25, 37], "t": [2, 3, 7, 9, 10, 15, 17, 21, 23, 26, 27, 30, 31, 40, 42, 52, 53, 58, 64, 66, 73], "case": [2, 3, 4, 9, 13, 14, 15, 16, 23, 37, 44, 51, 56, 64, 68, 70], "must": [2, 3, 6, 16, 22, 23, 27, 29, 32, 35, 37, 39, 42, 52, 56, 58, 59, 62, 63, 64, 66, 70, 71], "some": [2, 4, 6, 7, 11, 15, 21, 23, 37, 40, 41, 42, 58, 60, 62, 63, 64, 66, 67, 70, 71, 73], "point": [2, 3, 4, 15, 17, 23, 27, 30, 41, 42, 60, 63, 64, 66], "same": [2, 3, 4, 9, 14, 15, 16, 17, 23, 37, 39, 41, 46, 52, 54, 55, 56, 60, 63, 64, 66, 70], "_job": 2, "qpunamein": 2, "config": [2, 7, 63, 64, 66, 71], "info": [2, 40, 47, 60], "requir": [2, 3, 4, 6, 7, 9, 11, 15, 17, 23, 27, 29, 30, 32, 34, 35, 37, 39, 40, 41, 42, 48, 52, 55, 58, 64, 67, 71], "date": 2, "even": [2, 4, 6, 9, 14, 21, 42, 59, 64, 66, 70, 73], "async_result": [2, 10, 52], "face": [2, 29], "which": [2, 3, 4, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 21, 23, 25, 28, 31, 35, 37, 39, 41, 42, 51, 52, 53, 55, 58, 59, 60, 63, 64, 66, 67, 70, 73], "itself": [2, 34, 37, 41, 64, 66], "collect": [2, 3, 5, 7, 12, 17, 46], "pertin": [2, 23, 29, 34, 35], "remot": [2, 3, 23, 28, 38, 40, 47, 55], "rest": [2, 3, 22, 39, 41, 48, 52, 64, 66, 70], "wait": [2, 3, 4, 40, 41, 46, 52], "until": [2, 3, 4, 46, 52], "readi": [2, 6, 18, 52, 56, 66], "executionresult": 2, "correspond": [2, 3, 4, 5, 7, 8, 14, 23, 39, 48, 52, 53, 57, 64, 66, 68], "well": [2, 3, 6, 16, 21, 23, 26, 28, 42, 48, 63, 66, 67, 70, 73], "integ": [2, 3, 14, 20, 27, 33, 41, 42, 46, 55], "1st": [2, 13], "bitstr": [2, 3, 4, 14, 23, 48], "m": [2, 4, 5, 7, 16, 17, 19, 26, 31, 41, 42, 55, 60, 64, 66, 70, 71], "tripl": [2, 60], "long": [2, 23, 26, 46, 49, 64, 66, 70, 71], "length": [2, 16, 48, 52, 59], "deseri": 2, "discuss": [2, 4, 62], "brief": [2, 56, 63], "countsdictionari": 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Use cudaq::qvector instead.)": [[35, "cudaq-qreg-n-levels-deprecated-use-cudaq-qvector-levels-instead"]], "What is a CUDA-Q kernel?": [[45, "what-is-a-cuda-q-kernel"]], "Bernstein-Vazirani": [[48, "bernstein-vazirani"]], "Computing Expectation Values": [[51, "computing-expectation-values"]], "Parallelizing across Multiple Processors": [[51, "parallelizing-across-multiple-processors"]], "Troubleshooting": [[47, "troubleshooting"]], "Debugging and Verbose Simulation Output": [[47, "debugging-and-verbose-simulation-output"]], "CUDA-Q by Example": [[50, "cuda-q-by-example"]], "Using Quantum Hardware Providers": [[52, "using-quantum-hardware-providers"]], "IonQ": [[52, "ionq"], [39, "ionq"]], "IQM": [[52, "iqm"], [39, "iqm"]], "OQC": [[52, "oqc"], [39, "oqc"]], "ORCA Computing": [[52, "orca-computing"], [39, "orca-computing"]], "Quantinuum": [[52, "quantinuum"], [39, "quantinuum"]], "Introduction": [[53, "introduction"], [66, "introduction"]], "Running your first CUDA-Q Program": [[46, "running-your-first-cuda-q-program"]], "Sample": [[46, "sample"]], "Observe": [[46, "observe"]], "Running on a GPU": [[46, "running-on-a-gpu"]], "Simulations with cuQuantum": [[49, "simulations-with-cuquantum"]], "CUDA-Q Versions": [[73, "cuda-q-versions"]], "CUDA-Q Tutorials": [[72, "cuda-q-tutorials"]], "NVIDIA Quantum Cloud": [[40, "nvidia-quantum-cloud"]], "Quick Start": [[40, "quick-start"], [71, "quick-start"]], "Simulator Backend Selection": [[40, "simulator-backend-selection"]], "Multiple GPUs": [[40, "multiple-gpus"]], "Simulator Backends": [[40, "id1"]], "Multiple QPUs Asynchronous Execution": [[40, "multiple-qpus-asynchronous-execution"]], "FAQ": [[40, "faq"]], "CUDA-Q Basics": [[43, "cuda-q-basics"]], "Contents": [[43, null], [65, null], [20, null]], "Quake Dialect": [[37, "quake-dialect"]], "General Introduction": [[37, "general-introduction"]], "Motivation": [[37, "motivation"]], "Building your first CUDA-Q Program": [[44, "building-your-first-cuda-q-program"]], "CUDA-Q Backends": [[38, "cuda-q-backends"]], "Backend Targets": [[38, null]], "CUDA-Q Hardware Backends": [[39, "cuda-q-hardware-backends"]], "Setting Credentials": [[39, "setting-credentials"], [39, "id1"], [39, "id4"], [39, "id7"], [39, "quantinuum-backend"]], "Submission from C++": [[39, "submission-from-c"], [39, "id2"], [39, "id5"], [39, "id8"], [39, "id11"]], "Submission from Python": [[39, "submission-from-python"], [39, "id3"], [39, "id6"], [39, "id9"], [39, "id12"]], "Multi-Processor Platforms": [[41, "multi-processor-platforms"]], "NVIDIA MQPU Platform": [[41, "nvidia-mqpu-platform"]], "Parallel distribution mode": [[41, "parallel-distribution-mode"]], "Remote MQPU Platform": [[41, "remote-mqpu-platform"]], "Supported Kernel Arguments": [[41, "supported-kernel-arguments"]], "Kernel argument serialization": [[41, "id4"]], "Accessing Simulated Quantum State": [[41, "accessing-simulated-quantum-state"]], "Specifications": [[36, "specifications"]], "CUDA-Q Simulation Backends": [[42, "cuda-q-simulation-backends"]], "State Vector Simulators": [[42, "state-vector-simulators"]], "Features": [[42, "features"]], "Single-GPU": [[42, "single-gpu"]], "Environment variable options supported in single-GPU mode": [[42, "id4"]], "Multi-node multi-GPU": [[42, "multi-node-multi-gpu"], [42, "id2"]], "Additional environment variable options for multi-node multi-GPU mode": [[42, "id5"]], "OpenMP CPU-only": [[42, "openmp-cpu-only"]], "Tensor Network Simulators": [[42, "tensor-network-simulators"]], "Matrix product state": [[42, "matrix-product-state"]], "Default Simulator": [[42, "default-simulator"]], "Installation from Source": [[64, "installation-from-source"]], "Prerequisites": [[64, "prerequisites"]], "Build Dependencies": [[64, "build-dependencies"]], "CUDA": [[64, "cuda"]], "Toolchain": [[64, "toolchain"]], "Building CUDA-Q": [[64, "building-cuda-q"]], "Python Support": [[64, "python-support"]], "C++ Support": [[64, "c-support"]], "Installation on the Host": [[64, "installation-on-the-host"]], "CUDA Runtime Libraries": [[64, "cuda-runtime-libraries"]], "MPI": [[64, "mpi"]], "Using CUDA and CUDA-Q in a Project": [[68, "using-cuda-and-cuda-q-in-a-project"]], "Install CUDA-Q": [[71, "install-cuda-q"]], "Validate your Installation": [[71, "validate-your-installation"]], "Installation Guide": [[65, "installation-guide"]], "Integration with other Software Tools": [[69, "integration-with-other-software-tools"]], "Local Installation": [[66, "local-installation"]], "Docker": [[66, "docker"]], "Singularity": [[66, "singularity"]], "Python wheels": [[66, "python-wheels"]], "Pre-built binaries": [[66, "pre-built-binaries"]], "Development with VS Code": [[66, "development-with-vs-code"]], "Using a Docker container": [[66, "using-a-docker-container"]], "Using a Singularity container": [[66, "using-a-singularity-container"]], "Connecting to a Remote Host": [[66, "connecting-to-a-remote-host"]], "Developing with Remote Tunnels": [[66, "developing-with-remote-tunnels"]], "Remote Access via SSH": [[66, "remote-access-via-ssh"]], "DGX Cloud": [[66, "dgx-cloud"]], "Get Started": [[66, "get-started"]], "Use JupyterLab": [[66, "use-jupyterlab"]], "Use VS Code": [[66, "use-vs-code"]], "Additional CUDA Tools": [[66, "additional-cuda-tools"]], "Installation via PyPI": [[66, "installation-via-pypi"]], "Installation In Container Images": [[66, "installation-in-container-images"]], "Installing Pre-built Binaries": [[66, "installing-pre-built-binaries"]], "Distributed Computing with MPI": [[66, "distributed-computing-with-mpi"]], "Updating CUDA-Q": [[66, "updating-cuda-q"]], "Dependencies and Compatibility": [[66, "dependencies-and-compatibility"]], "Supported Systems": [[66, "id10"]], "Requirements for GPU Simulation": [[66, "id11"]], "Next Steps": [[66, "next-steps"]], "CUDA-Q and CMake": [[67, "cuda-q-and-cmake"]], "Integrating with Third-Party Libraries": [[70, "integrating-with-third-party-libraries"]], "Calling a CUDA-Q library from C++": [[70, "calling-a-cuda-q-library-from-c"]], "Calling an C++ library from CUDA-Q": [[70, "calling-an-c-library-from-cuda-q"]], "Interfacing between binaries compiled with a different toolchains": [[70, "interfacing-between-binaries-compiled-with-a-different-toolchains"]], "Extending CUDA-Q with a new Simulator": [[63, "extending-cuda-q-with-a-new-simulator"]], "CircuitSimulator": [[63, "circuitsimulator"]], "Required Circuit Simulator Subtype Method Overrides": [[63, "id1"]], "Let\u2019s see this in action": [[63, "let-s-see-this-in-action"]], "Control Flow": [[24, "control-flow"]], "Example Programs": [[26, "example-programs"]], "Hello World - Simple Bell State": [[26, "hello-world-simple-bell-state"]], "GHZ State Preparation and Sampling": [[26, "ghz-state-preparation-and-sampling"]], "Quantum Phase Estimation": [[26, "quantum-phase-estimation"]], "Deuteron Binding Energy Parameter Sweep": [[26, "deuteron-binding-energy-parameter-sweep"]], "Grover\u2019s Algorithm": [[26, "grover-s-algorithm"]], "Iterative Phase Estimation": [[26, "iterative-phase-estimation"]], "Just-in-Time Kernel Creation": [[25, "just-in-time-kernel-creation"]], "Using CUDA-Q Optimizers": [[18, "Using-CUDA-Q-Optimizers"]], "Integration with Third-Party Optimizers": [[18, "Integration-with-Third-Party-Optimizers"]], "Water Molecule with Active Space (CPU vs. GPU)": [[19, "Water-Molecule-with-Active-Space-(CPU-vs.-GPU)"]], "A- Classical simulation as a reference: CCSD": [[19, "A--Classical-simulation-as-a-reference:-CCSD"]], "B- VQE-UCCSD:": [[19, "B--VQE-UCCSD:"]], "CUDA-Q Releases": [[21, "cuda-q-releases"]], "Language Specification": [[22, "language-specification"]], "CUDA-Q": [[22, null], [20, "cuda-q"]], "Quantum Algorithmic Primitives": [[23, "quantum-algorithmic-primitives"]], "cudaq::sample": [[23, "cudaq-sample"]], "cudaq::observe": [[23, "cudaq-observe"]], "cudaq::optimizer (deprecated, functionality moved to CUDA-Q libraries)": [[23, "cudaq-optimizer-deprecated-functionality-moved-to-cuda-q-libraries"]], "cudaq::gradient (deprecated, functionality moved to CUDA-Q libraries)": [[23, "cudaq-gradient-deprecated-functionality-moved-to-cuda-q-libraries"]], "Divisive Clustering With Coresets Using CUDA-Q": [[4, "Divisive-Clustering-With-Coresets-Using-CUDA-Q"]], "Data preprocessing": [[4, "Data-preprocessing"]], "Quantum functions": [[4, "Quantum-functions"]], "Divisive Clustering Function": [[4, "Divisive-Clustering-Function"]], "QAOA Implementation": [[4, "QAOA-Implementation"]], "Scaling simulations with CUDA-Q": [[4, "Scaling-simulations-with-CUDA-Q"]], "Multi-Reference Quantum Krylov Algorithm (H2 Example)": [[5, "Multi-Reference-Quantum-Krylov-Algorithm-(H2-Example)"]], "Quantum Enhanced Auxiliary Field Quantum Monte Carlo": [[7, "Quantum-Enhanced-Auxiliary-Field-Quantum-Monte-Carlo"]], "Hamiltonian preparation for VQE": [[7, "Hamiltonian-preparation-for-VQE"]], "Run VQE with CUDA-Q": [[7, "Run-VQE-with-CUDA-Q"]], "Auxiliary Field Quantum Monte Carlo (AFQMC)": [[7, "Auxiliary-Field-Quantum-Monte-Carlo-(AFQMC)"]], "Preparation of the molecular Hamiltonian": [[7, "Preparation-of-the-molecular-Hamiltonian"]], "Preparation of the trial wave function": [[7, "Preparation-of-the-trial-wave-function"]], "Setup of the AFQMC parameters": [[7, "Setup-of-the-AFQMC-parameters"]], "Quantum Operations": [[1, "quantum-operations"]], "Unitary Operations on Qubits": [[1, "unitary-operations-on-qubits"]], "x": [[1, "x"]], "y": [[1, "y"]], "z": [[1, "z"]], "h": [[1, "h"]], "r1": [[1, "r1"]], "rx": [[1, "rx"]], "ry": [[1, "ry"]], "rz": [[1, "rz"]], "s": [[1, "s"]], "t": [[1, "t"]], "swap": [[1, "swap"]], "u3": [[1, "u3"]], "Adjoint and Controlled Operations": [[1, "adjoint-and-controlled-operations"]], "Measurements on Qubits": [[1, "measurements-on-qubits"]], "mz": [[1, "mz"]], "mx": [[1, "mx"]], "my": [[1, "my"]], "User-Defined Custom Operations": [[1, "user-defined-custom-operations"]], "Code documentation": [[0, "code-documentation"]], "CUDA-Q API": [[0, null]], "CUDA-Q C++ API": [[2, "cuda-q-c-api"]], "Operators": [[2, "operators"]], "Quantum": [[2, "quantum"]], "Common": [[2, "common"]], "Noise Modeling": [[2, "noise-modeling"]], "Kernel Builder": [[2, "kernel-builder"]], "Algorithms": [[2, "algorithms"]], "Platform": [[2, "platform"]], "Utilities": [[2, "utilities"]], "Namespaces": [[2, "namespaces"]], "CUDA-Q Python API": [[3, "module-cudaq"]], "Program Construction": [[3, "program-construction"]], "Kernel Execution": [[3, "kernel-execution"]], "Backend Configuration": [[3, "backend-configuration"]], "Data Types": [[3, "data-types"]], "Optimizers": [[3, "optimizers"]], "Gradients": [[3, "gradients"]], "MPI Submodule": [[3, "mpi-submodule"]], "Factoring Integers With Shor\u2019s Algorithm": [[6, "Factoring-Integers-With-Shor's-Algorithm"]], "Shor\u2019s algorithm": [[6, "Shor's-algorithm"]], "Solving the order-finding problem classically": [[6, "Solving-the-order-finding-problem-classically"]], "Solving the order-finding problem with a quantum algorithm": [[6, "Solving-the-order-finding-problem-with-a-quantum-algorithm"]], "Inverse quantum Fourier transform": [[6, "Inverse-quantum-Fourier-transform"]], "Quantum kernels for modular exponentiation": [[6, "Quantum-kernels-for-modular-exponentiation"]], "The case N = 21 and a = 5:": [[6, "The-case-N-=-21-and-a-=-5:"]], "The case N = 21 and a = 4:": [[6, "The-case-N-=-21-and-a-=-4:"]], "Determining the order from the measurement results of the phase kernel": [[6, "Determining-the-order-from-the-measurement-results-of-the-phase-kernel"]], "Postscript": [[6, "Postscript"]], "Cost Minimization": [[8, "Cost-Minimization"]], "Hadamard Test and Application": [[10, "Hadamard-Test-and-Application"]], "Numerical result as a reference:": [[10, "Numerical-result-as-a-reference:"]], "Using observe algorithmic primitive to compute the expectation value for ancilla qubits.": [[10, "Using-observe-algorithmic-primitive-to-compute-the-expectation-value-for-ancilla-qubits."]], "Use multi-GPUs to compute multiple Hadamard test in parallel": [[10, "Use-multi-GPUs-to-compute-multiple-Hadamard-test-in-parallel"]], "Readout Error Mitigation": [[16, "Readout-Error-Mitigation"]], "Inverse confusion matrix from single-qubit noise model": [[16, "Inverse-confusion-matrix-from-single-qubit-noise-model"]], "Inverse confusion matrix from k local confusion matrices": [[16, "Inverse-confusion-matrix-from-k-local-confusion-matrices"]], "Inverse of full confusion matrix": [[16, "Inverse-of-full-confusion-matrix"]], "Quantum Fourier Transform": [[15, "Quantum-Fourier-Transform"]], "Quantum Fourier Transform revisited": [[15, "Quantum-Fourier-Transform-revisited"]], "Molecular docking via DC-QAOA": [[12, "Molecular-docking-via-DC-QAOA"]], "Max-Cut with QAOA": [[14, "Max-Cut-with-QAOA"]], "Visualization": [[17, "Visualization"]], "Qubit Visualization": [[17, "Qubit-Visualization"]], 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b/pr-2168/sphinx/examples/python/noise_callback.py @@ -1,22 +1,25 @@ import cudaq import numpy as np + # Set the target to our density matrix simulator. cudaq.set_target('density-matrix-cpu') noise = cudaq.NoiseModel() +# Noise model callback function def rx_noise(qubits, params): # Model a pulse-length based rotation gate: # the bigger the angle, the longer the pulse, i.e., more amplitude damping. angle = params[0] angle = angle % (2 * np.pi) - # A toy model for demonstration!! + # Damping rate is linearly proportional to the angle damping_rate = np.abs(angle / (2 * np.pi)) print(f"Angle = {angle}, amplitude damping rate = {damping_rate}.") return cudaq.AmplitudeDampingChannel(damping_rate) +# Bind the noise model callback function to the `rx` gate noise.add_channel('rx', rx_noise) @@ -32,4 +35,11 @@ def kernel(angle: float): noisy_result = cudaq.sample(kernel, np.pi, noise_model=noise) print(noisy_result) -print(cudaq.NoiseModel.add_channel.__doc__) +# Our results should show measurements in both the |0> and |1> states, indicating +# that the noise has successfully impacted the system. +# Note: a `rx(pi)` is equivalent to a Pauli X gate, and thus, it should be +# in the |1> state if no noise is present. + +# To confirm this, we can run the simulation again without noise. +noiseless_result = cudaq.sample(kernel, np.pi) +print(noiseless_result)