From dcb8319abf26c2ff0750471412d03691997b3e9a Mon Sep 17 00:00:00 2001 From: Bharath Date: Tue, 17 Sep 2024 15:12:04 -0500 Subject: [PATCH 1/3] use timeline drawer in ibm `css` notebook --- .../optimizations/ibm/ibmq_compile_css.ipynb | 183 +++++++----------- 1 file changed, 73 insertions(+), 110 deletions(-) diff --git a/docs/source/optimizations/ibm/ibmq_compile_css.ipynb b/docs/source/optimizations/ibm/ibmq_compile_css.ipynb index aeb65cbc0..37b514eeb 100644 --- a/docs/source/optimizations/ibm/ibmq_compile_css.ipynb +++ b/docs/source/optimizations/ibm/ibmq_compile_css.ipynb @@ -37,40 +37,6 @@ { "cell_type": "code", "execution_count": 1, - "id": "f4453286", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Installing qiskit...\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "Installed qiskit.\n", - "You may need to restart the kernel to import newly installed packages.\n" - ] - } - ], - "source": [ - "# A specific version of qiskit is required. Force the version to be in the range v0.22 to v0.23.\n", - "try:\n", - " import qiskit\n", - "\n", - " install_qiskit = not (\"0.24\" < qiskit.__version__ < \"0.25\")\n", - "except ImportError:\n", - " install_qiskit = True\n", - "\n", - "if install_qiskit:\n", - " print(\"Installing qiskit...\")\n", - " %pip install --quiet 'cirq-superstaq[examples]'\n", - " print(\"Installed qiskit.\")\n", - " print(\"You may need to restart the kernel to import newly installed packages.\")\n", - " import qiskit" - ] - }, - { - "cell_type": "code", - "execution_count": 2, "id": "032904b0", "metadata": {}, "outputs": [], @@ -78,6 +44,7 @@ "try:\n", " import cirq\n", " import cirq_superstaq as css\n", + " import qiskit\n", "except ImportError:\n", " print(\"Installing cirq-superstaq...\")\n", " %pip install --quiet 'cirq-superstaq[examples]'\n", @@ -85,6 +52,7 @@ " print(\"You may need to restart the kernel to import newly installed packages.\")\n", " import cirq\n", " import cirq_superstaq as css\n", + " import qiskit\n", "\n", "import numpy as np" ] @@ -99,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "972b9908", "metadata": {}, "outputs": [], @@ -120,24 +88,24 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "06be41c6", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
0: ───@────────────────@───M───\n",
-       "      │                │   │\n",
-       "1: ───X───Rz(-1.28π)───X───M───
" + "
0: ───@────────────────@───│───M───\n",
+       "      │                │   │   │\n",
+       "1: ───X───Rz(0.413π)───X───│───M───
" ], "text/plain": [ - "0: ───@────────────────@───M───\n", - " │ │ │\n", - "1: ───X───Rz(-1.28π)───X───M───" + "0: ───@────────────────@───│───M───\n", + " │ │ │ │\n", + "1: ───X───Rz(0.413π)───X───│───M───" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -150,6 +118,7 @@ " cirq.CNOT(qubits[0], qubits[1]),\n", " cirq.Rz(rads=theta)(qubits[1]),\n", " cirq.CNOT(qubits[0], qubits[1]),\n", + " css.barrier(*qubits),\n", " cirq.measure(qubits[0], qubits[1]),\n", ")\n", "\n", @@ -167,24 +136,24 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "e921bf6e", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
0: ───Rz(π)───X^0.5──────Rz(0.5π)───AceCR+-(Z side)───X^0.5───Rz(1.72π)───X^0.5───AceCR+-(Z side)───Rz(0.5π)───X^0.5───M───\n",
-       "                                    │                                             │                                    │\n",
-       "1: ───X^0.5───Rz(1.5π)──────────────AceCR+-(X side)───Rz(π)───────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───M───
" + "
4: ───Rz(0.5π)───X───────────────AceCR+-(Z side)───Rz(0.5π)────X───────AceCR+-(Z side)───────│───M('q(0),q(1)')───\n",
+       "                                 │                                     │                     │   │\n",
+       "5: ───Rz(π)──────X^0.5───Rz(π)───AceCR+-(X side)───Rz(1.59π)───X^0.5───AceCR+-(X side)───X───│───M────────────────
" ], "text/plain": [ - "0: ───Rz(π)───X^0.5──────Rz(0.5π)───AceCR+-(Z side)───X^0.5───Rz(1.72π)───X^0.5───AceCR+-(Z side)───Rz(0.5π)───X^0.5───M───\n", - " │ │ │\n", - "1: ───X^0.5───Rz(1.5π)──────────────AceCR+-(X side)───Rz(π)───────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───M───" + "4: ───Rz(0.5π)───X───────────────AceCR+-(Z side)───Rz(0.5π)────X───────AceCR+-(Z side)───────│───M('q(0),q(1)')───\n", + " │ │ │ │\n", + "5: ───Rz(π)──────X^0.5───Rz(π)───AceCR+-(X side)───Rz(1.59π)───X^0.5───AceCR+-(X side)───X───│───M────────────────" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -205,30 +174,35 @@ "id": "57bf81d5", "metadata": {}, "source": [ - "The resulting output is now a circuit compiled to `brisbane`'s native operations. With Superstaq compilation, you can also get the corresponding Qiskit Pulse schedule (see [Qiskit Pulse documentation](https://qiskit.org/documentation/apidoc/pulse.html) and [original paper](https://arxiv.org/abs/2004.06755)) for the compiled circuit by running the following:" + "The resulting output is now a circuit compiled to `brisbane`'s native operations. With Superstaq compilation, you can also observe the gates and gate times for the compiled circuit using Qiskit’s timeline drawer (see [Qiskit Timeline Visualizations Documentation](https://docs.quantum.ibm.com/api/qiskit/qiskit.visualization.timeline_drawer)) by running the following:" ] }, { "cell_type": "code", - "execution_count": 6, - "id": "5230627d", + "execution_count": 5, + "id": "bd85d98b", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# Visualize the pulse schedule using Qiskit Pulse\n", - "compiler_output.pulse_sequence.draw()" + "# The pulse gate circuit is obtained via the `pulse_gate_circuit` attribute\n", + "pulse_circuit = compiler_output.pulse_gate_circuit\n", + "\n", + "custom_style = {\"formatter.general.fig_width\": 30, \"formatter.general.fig_unit_height\": 1}\n", + "style = qiskit.visualization.timeline.IQXStandard(**custom_style)\n", + "\n", + "qiskit.visualization.timeline_drawer(pulse_circuit, idle_wires=False, style=style)" ] }, { @@ -243,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "afe9537a", "metadata": {}, "outputs": [ @@ -260,7 +234,7 @@ "1: ───────X───M───" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -280,12 +254,12 @@ "id": "b63696a1", "metadata": {}, "source": [ - "By passing multiple circuits as a list to the `ibmq_compile` endpoint, we can compile all of them individually with a single call to the endpoint. This will return all the corresponding compiled circuits and pulse schedules back as a list, like so: " + "By passing multiple circuits as a list to the `ibmq_compile` endpoint, we can compile all of them individually with a single call to the endpoint. This will return all the corresponding compiled circuits and pulse gate circuits back as a list, like so: " ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "31699457", "metadata": {}, "outputs": [], @@ -297,14 +271,14 @@ "compiler_output_list = service.ibmq_compile(circuit_list, \"ibmq_brisbane_qpu\")\n", "\n", "# The list of compiled output circuits is stored in the `circuits` attribute instead of `circuit`. Likewise for\n", - "# pulse sequences.\n", + "# pulse gate circuits.\n", "output_circuits = compiler_output_list.circuits\n", - "output_pulse_sequences = compiler_output_list.pulse_sequences" + "pulse_gate_circuits = compiler_output_list.pulse_gate_circuits" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "2de5dbe1", "metadata": {}, "outputs": [ @@ -319,17 +293,17 @@ { "data": { "text/html": [ - "
0: ───Rz(π)───X^0.5──────Rz(0.5π)───AceCR+-(Z side)───X^0.5───Rz(1.72π)───X^0.5───AceCR+-(Z side)───Rz(0.5π)───X^0.5───M───\n",
-       "                                    │                                             │                                    │\n",
-       "1: ───X^0.5───Rz(1.5π)──────────────AceCR+-(X side)───Rz(π)───────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───M───
" + "
4: ───Rz(1.5π)───X^0.5───Rz(π)──────AceCR+-(Z side)───Rz(0.5π)───X^0.5───Rz(1.59π)───X^0.5───AceCR+-(Z side)───Rz(1.5π)───X^0.5───Rz(0.5π)───│───M────────────────\n",
+       "                                    │                                                        │                                               │   │\n",
+       "5: ───Rz(π)──────X^0.5───Rz(0.5π)───AceCR+-(X side)──────────────X^0.5───────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───Rz(0.5π)───│───M('q(0),q(1)')───
" ], "text/plain": [ - "0: ───Rz(π)───X^0.5──────Rz(0.5π)───AceCR+-(Z side)───X^0.5───Rz(1.72π)───X^0.5───AceCR+-(Z side)───Rz(0.5π)───X^0.5───M───\n", - " │ │ │\n", - "1: ───X^0.5───Rz(1.5π)──────────────AceCR+-(X side)───Rz(π)───────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───M───" + "4: ───Rz(1.5π)───X^0.5───Rz(π)──────AceCR+-(Z side)───Rz(0.5π)───X^0.5───Rz(1.59π)───X^0.5───AceCR+-(Z side)───Rz(1.5π)───X^0.5───Rz(0.5π)───│───M────────────────\n", + " │ │ │ │\n", + "5: ───Rz(π)──────X^0.5───Rz(0.5π)───AceCR+-(X side)──────────────X^0.5───────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───Rz(0.5π)───│───M('q(0),q(1)')───" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -342,41 +316,30 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "c76cb2fb", - "metadata": {}, - "outputs": [], - "source": [ - "circuit = cirq.Circuit(css.AceCR(\"-+\", np.pi / 2)(qubits[0], qubits[1]))\n", - "out = service.ibmq_compile(circuit, target=\"ibmq_brisbane_qpu\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "1fbff15c", + "execution_count": 9, + "id": "81996430", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# Visualize the pulse sequence for the first compiled circuit\n", - "output_pulse_sequences[0].draw()" + "# Visualize the pulse gate circuit for the first compiled circuit\n", + "qiskit.visualization.timeline_drawer(pulse_gate_circuits[0], idle_wires=False, style=style)" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "id": "39c2b1d9", "metadata": {}, "outputs": [ @@ -391,17 +354,17 @@ { "data": { "text/html": [ - "
0: ───Rz(1.5π)───X^0.5───AceCR+-(Z side)───M───\n",
-       "                         │                 │\n",
-       "1: ───X^0.5──────────────AceCR+-(X side)───M───
" + "
4: ───Rz(0.5π)───X^0.5───AceCR+-(Z side)───Rz(0.5π)───X^0.5───│───M────────────────\n",
+       "                         │                                    │   │\n",
+       "5: ──────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───│───M('q(0),q(1)')───
" ], "text/plain": [ - "0: ───Rz(1.5π)───X^0.5───AceCR+-(Z side)───M───\n", - " │ │\n", - "1: ───X^0.5──────────────AceCR+-(X side)───M───" + "4: ───Rz(0.5π)───X^0.5───AceCR+-(Z side)───Rz(0.5π)───X^0.5───│───M────────────────\n", + " │ │ │\n", + "5: ──────────────────────AceCR+-(X side)───Rz(0.5π)───X^0.5───│───M('q(0),q(1)')───" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -414,25 +377,25 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "02381176", + "execution_count": 11, + "id": "7fb554e4", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" + "
" ] }, - "execution_count": 13, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# Visualize the pulse sequence for the second compiled circuit\n", - "output_pulse_sequences[1].draw()" + "# Visualize the pulse gate circuit for the second compiled circuit\n", + "qiskit.visualization.timeline_drawer(pulse_gate_circuits[1], idle_wires=False, style=style)" ] }, { @@ -440,14 +403,14 @@ "id": "501f2692", "metadata": {}, "source": [ - "## Using Superstaq Simulator\n", + "## Using the Superstaq Simulator\n", "\n", "Lastly, we will show (a) how to submit a circuit to a backend and (b) how to simulate circuit execution. Simulation is available to free trial users, and can be done by passing the `\"dry-run\"` method parameter when calling `create_job()` on the Superstaq service." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "id": "39643374", "metadata": {}, "outputs": [ @@ -455,7 +418,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'00': 480, '11': 520}\n" + "{'11': 504, '00': 496}\n" ] } ], @@ -489,7 +452,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.2" + "version": "3.9.16" } }, "nbformat": 4, From db3d19af2bb4064e161880059aadc670a94dd8fa Mon Sep 17 00:00:00 2001 From: Bharath Date: Tue, 17 Sep 2024 15:12:22 -0500 Subject: [PATCH 2/3] use timeline drawer in ibm `qss` notebook --- .../optimizations/ibm/ibmq_compile_qss.ipynb | 74 ++++++++++--------- 1 file changed, 40 insertions(+), 34 deletions(-) diff --git a/docs/source/optimizations/ibm/ibmq_compile_qss.ipynb b/docs/source/optimizations/ibm/ibmq_compile_qss.ipynb index d15afb551..143220799 100644 --- a/docs/source/optimizations/ibm/ibmq_compile_qss.ipynb +++ b/docs/source/optimizations/ibm/ibmq_compile_qss.ipynb @@ -92,7 +92,7 @@ "outputs": [ { "data": { - "image/png": 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", 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3bKaWhGGCiIiIRGEHTCIiqkehUGDs2LEmO97izzeisLgYzo6OmP3MhHqPTUGhUJjkOGQ4hgkiIqpHJpNBqTTdR4QAQC9U/6tUKus9JuvG/0EiIgsKCgpCXFwc/Pz8pC6FyGQYJoiILEilUqFNmzZSl0FkUuyASURkQdnZ2Zg/fz6ys7OlLoXIZBgmiIgsqKCgANu2bUNBQYHUpRCZDMMEERERicIwQURERKIwTBAREZEoDBNERBbk7u6Oxx9/HO7u7lKXQmQyDBNERBYkl8thY2MDuZxvv9Ry8NVMRGRBWq0Wa9asgVarlboUIpNhmCAiIiJRGCaIiIhIFIYJIiIiEoVhgojIgpydnTF06FA4OztLXQqRyfBGX0REFuTn54f//Oc/UpdBZFJsmSAisqDy8nJkZGSgvLxc6lKITIZhgojIgtLS0jB27FikpaVJXQqRyfAyB1EDBAEo00ldhWFUCkAmk7oKopZDEATodNb1RqBQKCCT4I2AYYKoAWU6oN9OqaswTMIwwJ5/0UQmo9PpsGnTJqnLMMjYsWOhVFr+jYCXOYiIiEgUhgkiIiIShY2iREQW1KFDB5w4cULqMohMii0TREREJArDBFmMXi9AEAQAqP2X/ll0Oj30//DXwLVr1zBt2jRcu3ZN6lKITIaXOchsrt8oxo9705B4XotTyVqkpheg5vMj669SdJ+0FV3DPdGrkzfGRAfC2dFW2oLJ5JIu5GD7oT9xKlmLU8k5yLxRXLsuW1uKqCd3omuYBwZ290FMX38oFC3/+01paSnOnTuH0tJSqUshMhmGCTK5g4nZWP5tMrYevAadrvFvnyfPa3HyvBaf/3ABL7xvg6kj2+KFSeFoH+xquWLJ5Kqq9Phu91Ws3JiCo2duNrqdIFS/Vg4mZuPDdefQWu2IZ8Z1wLOPdICHq8qCFRORWC3/awBZTG5BOR577SCintyJzfvT7xgk/q6wuBIrvktBx7E/Yf7q31FZqTdjpWQuyVfy0GdqPKbMPXTHINGQDE0x3vj0FMJGbcKmvZwdksiasGWCTGL/sSw8NvcgNFpxTbeVVXq8+elp/LT/Gn788AEE+1vXnRULzx7ExTei6iyTqxxh5xsKj4FT4D3iBcgULfPPbul/z2HOJydRXiFuxsC/8sowbtYBTBwagi/n9YMDZ+Iiavb4V0qibTmQjgmzf0GFCVsTTqfkoM/j8dj/RQzCQlxNdlxLces/CS5dhwGCgMo8DXIOrkPm2pdRlpmCwOdXS12eSQmCgLnLTuL9L/8w6XG/230VmTeKsWPFELRyajn9aXx8fDBv3jz4+PhIXQqRyfAyB4ny82+ZeOT/TBskamT/VYLo6buQfr3Q5Mc2N4eQSHgMfAweUVOgHjMbHRYdg42HP7R716Cy4C+pyzOp+auTTB4kahz+/QYeenEvysqrzHJ8Kbi4uCAmJgYuLi5Sl0JW6K+/muf7B1smyGg3ckrx6KsHUVllvv4NWTdL8NjcQzi0dphV9/RXqBzh2P5+5P/2I8o1V2Dj4iV1SSbxy4ksvLXitFnPceikBm+vPI0PXuph1vNYSl5eHvbt24fo6Gi4ublJXQ6ZmSAI+PPPP3H16lWkpaUhOzsbFRUVkMvlcHJyQmBgIIKDg9GuXTu0atXqjsfas2cP1q9fj5kzZ6Jbt24WegZNwzBBRhEEAc/N/w05+eUG7ZcY9xDUng7QaEvQfdK2Ju1z5PcbWPZtMl6acq8xpTYb5ZorAAClk7vElZhGUUklpr2VYPB+xrwGlnxzDqMHBeH++7wNPl9zc+PGDSxevBgdO3ZkmGjBioqK8Ouvv2Lv3r3Izs5udLvExEQAgFwuR7du3TBkyBBERETUu/Pnnj178NVXXwEAPv74YyxatAh+fn7mewIGst6velZEq9XilVdeQdu2baFSqdC6dWvExsaiuLgYTz75JGQyGT799FOpyzRI/KEMbN6fbvB+ak8H+N/jCLWng0H7zV12Etdvm6OgudOXl6DqlhaVBX+hNP0s/vzseZRe/R0O7XpA5RcqdXkm8Z/Pfkd6VpHB+xnzGtDrBTw97/A/dqIrsh56vR67d+/G888/j3Xr1t0xSPx9vxMnTmD+/Pl4/fXXkZGRUbvu9iABACNHjoSvr6/JaxeDLRNmlpSUhJiYGGg0Gjg6OiI8PBxZWVlYtmwZrly5gtzcXABA586dpS3UQEs3nLfo+crKdfhiUyreeS7Souc1Vnbc28iOe7vOMtdeYxDwzAqJKjKt4pJKrN6UatFznruchwPHs/HA/c3rTZSoxs2bN7Fq1SqkpKTUWR4eHo4uXbogJCQEAQEBsLe3h16vR25uLtLS0nD58mUcOXIE+fn5AICrV6/itddew7hx46BSqfD111/XHuvhhx/GhAkT6rVcSI1hwoy0Wi1GjhwJjUaDWbNm4e2334azc/VQx0WLFmHOnDlQKpWQyWTo1KmTxNU23YW0fOw/nmXx867elIrXn+4MG5vm36Dm+eB0uPUeD0FXidJrZ6HZ/AEqtJmQ2fxvMqbC8wm4/J+YevsKVRUQ9Dp0/UncEEtzitt1FQWFFRY/78qNKQwT1Cylp6dj4cKFKCgoqF0WFRWFESNGNHo5Qq1WQ61Wo1evXpg0aRJOnjyJ77//HllZWaiqqsJ3331XZ/vmGiQAhgmzevHFF5GZmYkZM2ZgyZIldda98sor+Pbbb3HmzBkEBwffteNNc7JhxxVJzpv9Vwn2H8/C0L7+kpzfEHY+7dCqczQAwKVrDJzC+iL1tb74c9WzCJld/QbhHNEPXTbWvUxQkZOFC7O6wWv4DIvXbIj18ZclOe/Wg9dQUFgBF2frHSrq4OCAnj17wsHBsEt91HxlZGRg/vz5KCqq/nv28vLCs88+i4iIiCYfQ6lU4v7770dkZCR++OEHbN++vc76UaNGNdsgAbDPhNmkpKRg48aN8PT0xMKFCxvcpmvXrgCA++67r3ZZTfjo0aMH7OzsmuUL58Q56YYmJZ5vnsOi7sYprDfcB05B3uGNKEr5rcFt9JXluPr+GDiF94XP+LkWrrDpdDo9Tp7XSnRuAb9fyJHk3KYSEBCA5cuXIyAgQOpSyATKysqwaNGi2iDRrl07LFy40KAgcTtbW1t4enrWW25jY9MsPw9qMEyYSVxcHPR6PSZPngwnJ6cGt7G3twdQN0xcvnwZmzZtglqtRvfu3S1SqyEEQZDsgwSApOcWy2fCm4Bcgaxv32pw/Z8rn4W+sgxBsV9btjADpaYXoKRMunkfrPk1AAA6nQ5FRUXQ6ZrvZSxqug0bNtTO/RASEoLXXnut0ff8pvh7Z8saP/30U7O+0yzDhJkcOHAAQPU1s8ZkZmYCqBsm+vfvj+zsbGzbtg3R0dHmLdIIN3JKkVtg2HBQUzp/JU+yc4ul8mkL934TUfjHfhSerzuk8ub2ZSg4GY82r22B3K55N3+fv5Iv8fmt9zUAAJcuXcKgQYNw6dIlqUshkZKTk7F3714AgJ2dHWJjY0Vdvvp7kHj44YcxatQoANUhdNWqVdDrm+d9i9hnwkxqEmRgYGCD66uqqnDkyBEAdcOEXG76fNetWzdoNBqTHKtK7g64xja6vmYOgcaoPe1r/83YO7HR7RqbgyDtWhb8/c3fZ0Jma497PjH9m716/OvITYhD1rdvof17vwAACv/4BZnr5qDdW7tgd0+Q0ccODW0HocL8t7Uutu0MOI1ucN3d/v8B8a+B737Ygr1fPdr0gs1s3LhxBm1/82b1DdB27dqFU6dONXm/0aMb/p1bi9H/mglHp1bI1mTD39+/3uPmyNbWttHL1ACwdevW2p8nTZqEe+65x+hzNRQkJkyYgKqqKpw6dQqZmZlIT0/HmTNn0KVLl0aPExoaiooK4zpHq9VqnDx50qh9GSbMpLi4ek6E0tKG39w3btwIrVYLZ2dnBAcHm7UWjUaD69evm+ZgthWAa+Ora+YQuBulQt6k7f5Or9OZ7rncgdzOAca8LTh3HIiuWxufC8G+dVidURrlN9JxdfEj8H9iMZw7DjTijP+TlZUFfXmJqGM0iWsg0EgrblP//wHjXwNlJSUWeQ00Vc3felPVvCeUlpYatG9zes7G0P//yzo1f8N/f9wc2dnZNbpOo9HgzJkzAKo7XA4ZMsTo8zQWJGQyGWxsbDBx4sTaTvw///zzHcNEVlYWysst33rMMGEmarUaeXl5OH36NHr16lVnXXZ2NmbPng0A6NSpk9k71ajVapMdSydzxJ3aODTaO3+YqT3toVTIUaXT3/EOo40dRyHXQW2BWd9ktvZmP4e+vARXFj4Mlx4PwdsEozd8fX0t0jJRauOI3EbW3e3/HxD/GnCwV8KtGc385+hoWCCqCRD29vYG7ducZjs0hlyhqP3Xz8+v3uPmyNa28VFDv/zyS+3PgwcPNrpV+U5BokZkZCQ8PT2h1WqRlJSEnJwceHh4NHg8X19fUS0TxmKYMJPo6GikpKTggw8+wODBgxEaWj3rYWJiIqZMmQKttroTmSUmqzK22aohgiDAa8CGRqfRvtv0yBl7J8L/HkdotKVoPfi7O27bkBHRXbBlaabB+xmqtArot9O858j7bRNK086g7PpF5B3eWG99xKfJsPVqeo//ixcvwRJ36065mo/whzc1uK4p02OLfQ38Z+4zmPV485kxtmY65Ka6cOEC4uLiEBMTgw4dOjR5v08++cTAypqXBSs24FZRMXzUPsjMzKz3uDmqqqrCpk0Nv9YvXLhQ+3P//v2NOn5TggRQffm7X79++OmnnyAIAi5evFjvS2qNixcvQqm0/Ec7w4SZ1MwjkZGRgYiICHTo0AFlZWW4fPkyYmJiEBQUhD179tTpL2ENZDIZuoZ74uffpGmW7Bpef8iUtfKImgKPqClSl2Gw0MBWcLRXorhUmhEd1v4aaNu2Lfbs2VM7gR1ZH71ej/T0dACAt7c3XF1dDT5GU4NEjbZt29b+fPXq1UbDhFQ4msNM/P39kZCQgOHDh0OlUiE9PR3u7u74/PPPsWPHDly8eBEArC5MAEDPjtLd8bLHvS3jbpvWTKGQo1uENB/oCoUMXTo03LxrLZRKJdzc3CT59kimkZ2dXdsvwZg+b4YGCaB62GmNmiDTnDBMmFFYWBji4+NRWFiIwsJCHD9+HNOnT0dxcTHS09Mhl8tx773WdyfMx4a3vftGZuDr7YAHenIq5eZg6sh2kpx39KBAq579EqgeEj5r1qxm27RPd1czQRWARvsuNMaYIAEAbm5utf0yDO30awmMxhI4f/48BEFAaGhog2OSf/zxRwDVY5hvfxwUFNQs7mEfGuSCwb18sfeoZe/P8cy4DlAqmX+bg4lDQ/B/Hx5H3i3L3p/juQlhFj2fORQVFSEhIQFPP/201KWQkVq3bo233noLlZWVBoWJiooK7Nmzp/axoffamD17NpRKpahJscyFYUICZ8+eBdD4JY7x48c3+Pjxxx+vc/c4Kc187F6LhgkHlRJPjWkZt+5uCRzslXhmfAe8/+UfFjtnp1B3DOzuY7HzETXGwcEB4eHhBu9na2uLN954A++++y569uxp8L027jQkVGoMExK4W5gQhMbnKWguhvVrjfFDgvHDz2kWOd/7M7vB19vwOQks6eLbQ1CVpwHkcijsndH66WVwCKn/x1+afhZ/fvECqvJvAAB8H3sPbr3GQNDrcf2bV1BwejcEXRWcwvog4NlVkNs0z2b9N57ujB9+TsOVjEKzn0uhkOHLeX2b9b0JiJrC3d0d7733Huzt7VvU65lhQgJ3CxPWYsXcXjiYmI2/8sqavE/N3AFNmY+gRv+uajw/0fBvAZYWMvt7KJ1cAQB5R39C+tInEL70TJ1t9OUluLxgFIJnroNTeF8IOh2qiqpnbdDu+xIlV04j7KPTkClt8OeK6bi5fSnUY2Zb+qk0iaODDdbO64cB0wwbQ2vMa2DOvzqhWwQ731LL0BLvGMswIYGa+3ZYOy93e8R9EIVhz+9BRWXT5otvyjwEt2utdsR/Fw6AXN78E3xNkAAAXUkB0MC3jtxD38Kx/f1wCu8LAJApFLBxqf6QLE07A+f7omtbIlp1jUF23DvNNkwAQP9uPljwYjfMXdb0uUwMfQ080NMXbz3bfJt3DeXl5YXY2Fh4eTEcUcvB3mwkygP3++LHDx+Ana3C5Mf2v8cR+1bHoLW6+XU2akzax1Pxx7TWyNrwJoJnrq+3vjQjGXKlHS6/OwLJMzsj7eOpqCyovuOgQ5uuKDixDbqSWxCqKpF3+HuU30y38DMw3KtPdsIb0zub5dj9u6qxZWm0WV5fUvHw8MDkyZMNHgVA1JwxTJBoIwcGYPeqB+Hrbbqmux73euHwN8MRGuRismNaQvBL69BpbQb8HpuPzHVz6q0XdFW4dWYfAp77HGEf/w5bDz/8uerfAACPB55Aq8ihSJ07AKlzB0DlGwqZovk3HspkMrw7oytWzO0FlZ3pPvSnjGiL3asehJODjcmO2RzcunUL+/btw61bt6QuhchkGCbIJAZ298H5zWPwxChx8w/Y2sjx/sxuOLJuBAJ9rXeGQI9Bj6Pw7C+oupVTZ7mtVwCcO0bB1sMPMpkM7gMfQ/HFYwCqP5R9J72D8E9+R4dFv0HVOhz2ARFSlG+U5yaGI+n7h9G7s7eo46g97bF1aTTWLRgAe1XzD1OGysrKwty5c5GVZdmh1UTmxDBBJuPayg5fvdsfh78ZgYlDQ6BUNr2fg6uzLV6aEoHkLWMxZ9p9VjefRFVRPipy/vfhkH9sC5TOHlA4u9fZzr3vIyi5nAhdSfW30oKTO2EfVN0RV19RhqqivOrj3dJCs/l93DP6FQs9A9NoH+yKX78ajo2Lo9C/q2E3DQr2c8ail7ojectYPBQVaKYKicgcWl7sJ8n16XIP+nS5Bx9re2LTvnScPK/FqWQtLqQVoLKquqOmo70SnULd0TXcE/d38sLoQUFwsMRdqsxEV1KAq4vGQ19RCplMDmUrL7R9Ix4ymQzpy5+Ca4+H4NrzIdh6BUA9bi4uzOkNmUwOGw8/BD63uvYYF18fCMjkgKCH94hYuPYYKe0TM4JCIccjD4bgkQdDcO5SLuJ/zcCpZC1OJefgWnYR9Prqoc8ernaIDPNA13BPDOzmg8G9/Kyioy0R1We9797U7Kk9HeoN6ayq0kMul7W4Dw0770CELTnR4LqgF9bUedzYDb5sXO9BxIoUs9QnlXvbuePedv9rnREEAVVVApRKWYsaY0/0T8cwQRZlbZcvyLRkMhlsbP7ZIcLOzg7t27eHnZ2d1KUQmQzDBBGRBQUHB2P9+vrDhomsGb8mEhERkSgME0REFpSamoo+ffogNTVV6lKITIZhgojIggRBQGVlpVXc0I+oqdhngqgBKgWQMEzqKgyjajkzThM1CwqFAmPHjjXZ8RZ/vhGFxcVwdnTE7Gcm1HtsCgqFNG8EDBNEDZDJACue9oKITEAmk0GpNN0bgQBAL1T/q1Qq6z22ZrzMQURERKJYdxQiIrIyQUFBiIuLg5+fn9SlEJkMwwQRkQWpVCq0adNG6jKITIqXOYiILCg7Oxvz589Hdna21KUQmQzDBBGRBRUUFGDbtm0oKCiQuhQik2GYICIiIlEYJoiIiEgUhgkiIiIShaM5iIhE6N69u0Hb+/v74+2330Z0dDR8fHzMVBWRZTFMEBFZkI+PD9555x2pyyAyKV7mICIiIlEYJoiIiEgUhgkiIiIShWGCiIiIRGGYICIiIlEYJoiIiEgUhgkiIiIShWGCiIiIRGGYICIiIlEYJoiIiEgUhgkiIiIShWGCiIiIRGGYIADA4sWL0atXL7i5ucHV1RV9+/bF7t27pS6LiOiOdu7cic6dO8POzg5BQUH46KOPpC7JYn799VeMGjUKgYGBkMlkmD9/vmS1MEwQAODAgQOYNm0afvnlF5w4cQK9e/fGiBEjcOTIEalLIyJq0MmTJzFq1CjExMQgKSkJ77zzDubOnYvPPvtM6tIsoqioCOHh4Vi0aBHUarWktfAW5AQA2LVrV53HixYtwu7du7F582b06dNHoqqIiBr30UcfoXv37li4cCEAICwsDOfPn8f777+PZ599VuLqzG/YsGEYNmwYAGDOnDmS1sIwQQ3S6/W4desWHB0dpS6FiKxMWkY2Kqt0dZZV6XS1/15My6z3+HZODir43uN51/McOXIETz75ZJ1lQ4cOxZIlS5CZmQl/f38xT8NoOXm3kJN/q95yQ34HbQJ8oVBYz8UDhglq0IIFC5Cfn4/p06dLXQoRWZmsGznYvv+3BteVlJZh7fc7G30sA/D0pBFNOk92dna95v2ax9nZ2ZKFCYVCjm+37kNZeUWD6+/2O+h6byhCg6Wp3VjWE3vIYlauXIkFCxbgxx9/lOyPkYisV6+uEWgb6GfUvn27d0JIgK+JK7Is11ZOGDXYuMvDrq2cMDK6t4krMj+GCapjyZIlmD17NrZt24bo6GipyyEiKySXyTB+2ACo7GwN2u8eTzcM6d+tydv7+PhAo9HUWXbjxo3adVLqHN4WnTqEGLSPDMAjI6IM/r01BwwTVOutt97CvHnzsHPnTgYJIhLFpZUTHh7St8nbK+RyTBg5CDbKpl9979OnD/bs2VNn2e7duxEYGCh5q6pMJsPDQ/rC2cmhyfv069EJIa2lDUHGYpggAMDMmTOxePFirF+/Hu3bt4dGo4FGo0FBQYHUpRGRlTLk2/ngft3g6+1h0PFfeuklnDhxAq+//jouXLiAb775BsuXL8err75qTLkm52CvwviYAU3aVu3ljiH9uht0/KKiIiQlJSEpKQkVFRXQaDRISkrC5cuXjSlXFJkgCILFz0rNjkwma3D5448/jq+//tqyxRBRi1FSWoZP1v6IW0UljW4T5K/G9EkjIJcb/v12x44dmDt3Li5cuAC1Wo3Y2Fi8/PLLYko2uS0/H8ax35MbXa9QyDFj6mj4GBimDh48iKioqHrLBwwYgIMHDxpapigME2SQktIy5OYXwt/HS+pSiMhKXEzLrDNa4Xa2tjaI/ddYeLi2snBVllNRUYll32yGNrfhlt6YgT0woGdnyxZlYrzMQQZJSDyLT9f9hB0HjkldChFZidBgf/SKjGhw3chBvVp0kACqA9OE4VGQN9ACHOSvRr/unSSoyrQYJqjJikvL8NupcwCq/wCIiJoqZmBPeLm71FkW1jYQ3Tq1l6giy2rt642o3l3qLLO1tcEjwwcadXmnubH+Z/D/yWSy2uv+27dvR79+/dCqVSt4enpi3LhxuHLlSu228fHxGDBgAFxdXdGqVSuMGjUKly5davTY5eXlWLp0KXr37g1XV1eoVCq0b98es2fPhlarbXCf48ePY86cOejevTvUajXs7Ozg5+eHRx55BImJiY2ea+fOnRg2bBi8vb1hY2MDDw8PhIWFYdq0aZLfJ+Nw4lmUV1TCx9sD4e0CJa2FiKyLrY0Sj4z437dzRwcVxg7t32h/rZZoUK9I+Kv/d4n4oQd6w72ltMoILQQAAYDw6aefCgAEX19foUuXLoK9vb0AQPDz8xNu3rwpfPzxxwIAwcfHp856tVot3Lx5s95xNRqN0KVLFwGAIJfLhcDAQKFjx46CnZ2dAEAICAgQrly5Um+/Nm3aCAAEd3d3ISIiQujSpYvg4eEhABCUSqXw448/1ttnxYoVtc/Dw8NDiIyMFMLCwgQnJycBgPDMM8+Y5XfXFEUlpcJbH60V5rz/uXAuNU2yOojIuu1NOFn9PnIxTepSJHFTmye8sWSN8M2m3YJer5e6HJNpMR0wa9Ktg4MDVq1ahalTpwIAcnNzMXToUCQmJmLEiBHYv38/Pvvss9r1OTk5ePDBB3Hq1CnMmTMH77//fu0xBUFAVFQUDh06hOHDh+PTTz9FUFAQgOohObGxsVi7di169eqF336rO3XsunXr0Lt3b7Rt27Z2mV6vx9atWzF16lQolUpkZGTAyckJAFBVVQVvb2/k5eVh5cqVmD59OhQKRW0dCQkJyMnJwejRow3+3Sz/ZjMKi0oN3u925RUVKK+ohFwuh5ODvahjEdE/lyAIqKysgq2tjdSlSKaisgpKhQJyefNqlXF2sscLj48xat8WFyZeeOEFLFu2rM663bt3IyYmptH1u3btwrBhw9CpUyecOXOmdvnOnTsxfPhw3HvvvUhMTIRKpaqzn06nQ48ePXD69GkcPny4yXfXfPPNNzF//nzExcVh4sSJAACNRgMfHx+4ubkhNzfXsCd/FwtWbMCtomKTHpOIiFqWVk6OmPv8ZKP2bXE3+nrqqafqLYuMjGzS+qtXr9ZZvmnTJgDVcy38PUgAgEKhwEMPPYTTp0/j4MGD9cLEpUuX8N133+HMmTPIyclBZWUlAODmzZsAgKSkpNow4eXlBZVKhfz8fOzduxeDBw9u8nO+G2cncS0JbJUgImr5xHxWtLgw0aZNm3rLvLy87rje29sbQPWli9v98ccfAICvvvoKW7ZsafB8NfPAX79+vc7yDz/8EK+++iqqqqoarTUnJ6f2Z4VCgdjYWHzwwQcYMmQIIiMjER0djb59+2LAgAFo1cr4TjrGNlsB1SM4Fn0WBwCYPCoaEaFBRh+LiIhaphZ3maOxp2PM+nbt2jV5WtLbZ4o8cuQI+vbtC4VCgXnz5mHUqFEICgqCo6MjZDIZ1q5diyeffLLe7JJ6vR4rV67EihUrcOHChdrldnZ2ePTRR7FkyRK4u7s3qZ7biekzwVYJIqJ/BjF9Jlpcy4Qp1XSO3LZtG0aOHNnk/davXw8AmDVrFl5//fV6629vkbidXC7HjBkzMGPGDGRmZiIhIQF79+7F999/j6+++goZGRnYu3evwc+jsKhUdJ8JvV7PfhdERNQghok7iIiIQFJSEs6dO2dQmEhLSwMA9O3b8B3zjh27++yR/v7+mDRpEiZNmoRZs2ahY8eO2LdvH9LS0hAcHNzkWgDjr4OxVYKI6J+DfSbMZNy4cdiwYQNWr16NF154obal4m7s7av/QzQaTb11ly5dQnx8vEF1REREwMXFBfn5+cjKyjI4TBjTbMW+EkRE1FQtZgZMcxg1ahQGDBiA9PR0DBkyBOfOnauzXq/X4+jRo3j22WfrjATp168fAGDhwoV1Zt48f/48Ro4c2eDUqcnJyXj66adx7NixOv02dDodPvnkE+Tn50OlUiEiouH57U2Ns10SEVFTsQPmXdZrtVqMGjWqdlKqwMBAqNVqlJaW4sqVKyguru5HkJKSgg4dOgAACgsLERkZicuXL8PGxgbt27eHXq9HSkoKfHx88Nxzz+GNN96o0wEzKSkJXbpUz9vu7OyMNm3aQKFQID09vbaPxcqVK/Hvf//bqN+PIWpaJcorKjFl9BC2ShAR0R2xZeIuPD09cejQIXz99dcYPHgwiouLcfLkSaSlpaFt27aIjY3FoUOHEBoaWruPs7MzDh8+jGnTpsHNzQ2pqakoKirCM888g9OnT8PPz6/eeUJDQ7FmzRpMmDABPj4+uHr1Ks6cOQOVSoXx48cjISHBIkECAMrKKxDg681WCSIiapIW0zJBpldWXgGVna3UZRARUTPHMEFERESi8DIHERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEoDBNEREQkCsMEERERicIwQURERKIwTBAREZEo/w8iRuJBhmhTRAAAAABJRU5ErkJggg==", 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" ] @@ -131,9 +131,9 @@ "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ - "
" + "
" ] }, "execution_count": 4, @@ -157,7 +157,7 @@ "id": "fa165427", "metadata": {}, "source": [ - "The resulting output is now a circuit compiled to `brisbane`'s native operations. With Superstaq compilation, you can also get the corresponding Qiskit Pulse schedule (see [Qiskit Pulse documentation](https://qiskit.org/documentation/apidoc/pulse.html) and [original paper](https://arxiv.org/abs/2004.06755)) for the compiled circuit by running the following:" + "The resulting output is now a circuit compiled to `brisbane`'s native operations. With Superstaq compilation, you can also observe the gates and gate times for the compiled circuit using Qiskit’s timeline drawer (see [Qiskit Timeline Visualizations Documentation](https://docs.quantum.ibm.com/api/qiskit/qiskit.visualization.timeline_drawer)) by running the following:" ] }, { @@ -170,9 +170,9 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, "execution_count": 5, @@ -181,8 +181,13 @@ } ], "source": [ - "# Visualize the pulse schedule using Qiskit Pulse\n", - "compiler_output.pulse_sequence.draw()" + "# The pulse gate circuit is obtained via the `pulse_gate_circuit` attribute\n", + "pulse_circuit = compiler_output.pulse_gate_circuit\n", + "\n", + "custom_style = {\"formatter.general.fig_width\": 30, \"formatter.general.fig_unit_height\": 1}\n", + "style = qiskit.visualization.timeline.IQXStandard(**custom_style)\n", + "\n", + "qiskit.visualization.timeline_drawer(pulse_circuit, idle_wires=False, style=style)" ] }, { @@ -203,7 +208,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -229,7 +234,7 @@ "id": "9c055c11", "metadata": {}, "source": [ - "By passing multiple circuits as a list to the `ibmq_compile` endpoint, we can compile all of them individually with a single call to the endpoint. This will return all the corresponding compiled circuits and Qiskit Pulse schedules back as a list, like so: " + "By passing multiple circuits as a list to the `ibmq_compile` endpoint, we can compile all of them individually with a single call to the endpoint. This will return all the corresponding compiled circuits and pulse gate circuits back as a list, like so: " ] }, { @@ -248,7 +253,7 @@ "# The list of compiled output circuits is stored in the `circuits` attribute instead of `circuit`. Likewise for\n", "# pulse sequences.\n", "output_circuits = compiler_output_list.circuits\n", - "output_pulse_sequences = compiler_output_list.pulse_sequences" + "pulse_gate_circuits = compiler_output_list.pulse_gate_circuits" ] }, { @@ -267,9 +272,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "execution_count": 8, @@ -291,9 +296,9 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, "execution_count": 9, @@ -302,8 +307,8 @@ } ], "source": [ - "# Visualize the pulse sequence for the first compiled circuit\n", - "output_pulse_sequences[0].draw()" + "# Visualize the pulse gate circuit for the first compiled circuit\n", + "qiskit.visualization.timeline_drawer(pulse_gate_circuits[0], idle_wires=False, style=style)" ] }, { @@ -322,9 +327,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "execution_count": 10, @@ -346,9 +351,9 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, "execution_count": 11, @@ -357,8 +362,8 @@ } ], "source": [ - "# Visualize the pulse sequence for the second compiled circuit\n", - "output_pulse_sequences[1].draw()" + "# Visualize the pulse gate circuit for the first compiled circuit\n", + "qiskit.visualization.timeline_drawer(pulse_gate_circuits[1], idle_wires=False, style=style)" ] }, { @@ -366,7 +371,7 @@ "id": "490036bb", "metadata": {}, "source": [ - "## Using Superstaq Simulator\n", + "## Using the Superstaq Simulator\n", "\n", "Lastly, we will show (a) how to execute a circuit on a backend and (b) how to simulate circuit execution. Simulation is available to free trial users, and can be done by passing the `\"dry-run\"` method parameter when calling `run()` on the Superstaq provider." ] @@ -381,7 +386,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'00': 502, '11': 498}\n" + "{'00': 530, '11': 470}\n" ] } ], @@ -415,8 +420,7 @@ "outputs": [], "source": [ "compiler_output = backend.compile(bell_circuit)\n", - "output_circuit = compiler_output.circuit\n", - "output_pulse_sequence = compiler_output.pulse_sequence" + "output_circuit = compiler_output.circuit" ] }, { @@ -427,9 +431,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "execution_count": 14, @@ -450,9 +454,9 @@ "outputs": [ { "data": { - "image/png": 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++KMk6fHHH8/y+SXbr7t69eqSbv91p86H0bFjR5tL4/bv399mTanBjbOzszZs2KCWLVvKx8dHjRs31oYNG+Tt7a09e/ZYXrMknT59Wi+88IJat25tNUeJo6WGQzn1wNq1a9cMzxUWFqYlS5Zo3LhxGjZsmOVnIykpSWFhYWmGimTHtm3bJEkDBgxIs83d3V0PPvig1X43atOmTZrltV1cXFS1alVLjTeaPn26Dh8+rCeffDLL9dWvX18zZsxQkyZNVLx4cRUvXlzt2rXT9u3b1apVK506dUrz58/P8vly2sGDB1WvXj39888/WrNmjcLDw3X27FnNmTNHGzZsUIsWLdIMI8wtqZ9Z6jC5G9WqVUv16tXL7ZIAAAAASSwnfdtKlSqlUaNGacaMGVbzVNjyxx9/qHv37jYnJk2V3m93/f3907SlrgKS0baEhARLW+p1f/jhh0wfpkNDQ2+ph8vNJkyYoO3bt2vLli1q27atihQpombNmqlLly4aPHiwVZhx5swZSbLq0ZMVN68YJEk+Pj6Sbv91p84pUrlyZZv7ValSxWZ76vt+7733qmLFilbbSpcurS5dumjFihXaunWr2rdvL+l6OJWYmKj3338/w9pyk9lstvR0KV68eI6cs1KlSulu+/zzzzV8+HCbc/mkio6Ovu1aUj/X9D6/1PZz586l2WbrfpNs33M5zdnZWZMmTdK2bdv03Xff6bnnnrNsS73n0psgOiYmxqrO7B6TlJSkPn366Pz589qzZ49lDpaiRYvqmWeeUUpKisaNG6eXXnpJX375ZaavKTs1ZCQrP7OpkzkDAAAAuYngJQdMmDBB8+fP1/vvv29ZUvVmhmEoODhYp06d0ogRIzRixAhVq1ZNRYoUkclk0uTJkzV9+vQ0Q1BS3Ti84Va23Si1N0ZgYKBatGiR4b63O9zF19dXP/30k3bs2KFvvvlGW7Zs0U8//aQffvhB06dP17Zt23THHXfc1jXy4uuuXLmyfv/990wf7C9fvmxp+/bbb1W0aFGr4WKSFB8fL+l6CJC6ysrNQ6Xs5a+//lJiYqK8vLzSfS03S2/y11QeHh4220NCQiw9febMmaMuXbrI399fnp6ekq5PVPzrr7+m+7ORkzIK5rJ6v9lL6s/LzSuCVapUSb///nu6q3mltt8YSKSGYLdyzM6dO3X06FEFBATYnBD3wQcf1Lhx46yG+WUkOzUAAAAA+RHBSw4oWbKknnrqKU2fPl3Tp09X+fLl0+yTOlSnYcOGWrBgQZrtJ06csHudqb+xr1GjhpYuXWr365lMJrVs2dKy0szly5c1evRoff7553r++ee1YsUKSVLFihV19OhRHT9+XEFBQTleR3Zed+ocNOktyZ1ee/369bV69ep050VJHS6T+tv+VBEREVbz8dwoPj7esi01jLG31B4LLVu2tJrfJnWoja2eKak9l27V+vXrlZiYqPHjx1vmJrpRTv5slC9fXv/8849CQkJszreU2jvKVi8yR0u9p1LnPklVr149rVmzRvv27bN5XGp73bp1rY65cVtWjkkNQmwNvbuxPatzAmWnhoyUK1dOp06dUkhIiGrWrJlme3o/swAAAIC9McdLDhk3bpx8fHy0cOFCm8MUUh9GbA1XCA8P1w8//GD3Ghs1aiQ/Pz9t3bo1R+bLuFWlS5e2LK174yTCqRPwLly40C7Xzc7rTg2LNm7cqKioqDTbv/jiC5vHpU7Y+ssvvygpKclqm9lstswdc+Pkn4Zh2Pw6efKkpOtDsFLbstr75HYcPnxYc+bMkaQ0QUhqIHXkyJE0x2X3Hs7oZ+Pnn3+2OXdSagCU0dxBtqQu0/3555+n2ZaYmKiVK1da7ZeX/O9//5OUdvnlLl26SJK++eabNMOdLl26pG3btqlYsWJWvb1atGghPz8/HT9+3Obwm6+++krS9YmkU6X2tPrnn39sDoncs2ePpPSHcd0sOzVkJPUzSw10b3T48OF0hxm5urre8n0EAAAA3AqClxxSokQJPf3000pISNCiRYvSbA8MDJSTk5N++uknq4lr4+PjNWLEiFwJQtzd3TVx4kRFR0erV69eNnsSnDt3Tp9++mmatho1aqhGjRpZvtb7779vCQ5utH79ekmymv9k9OjR8vDw0IcffphmbgjDMPTDDz/c1vwZ2XndAQEB6tChg6KiojRu3DilpKRYvYbUB/SbBQUFqX379goJCdELL7xgNTzm1Vdf1eHDh1W6dGn16tUr268n1ZYtW2QymXIsjElOTtby5cvVqlUrxcTE6JFHHlHnzp2t9mndurUk6e2337aam+Onn36yhDW3KnVC5GXLllnm9ZCufyY3D79KVbJkSbm6uur48eNWn01mhg0bJk9PT33xxRdat26dpd1sNmvy5Mk6d+6cGjRokOmQtKx47rnnVKNGDb333ntZPmbOnDlpeg4ZhqEPPvhAs2fPlslk0hNPPGG1vXHjxmrRooUuX76sSZMmWdqTk5M1cuRIJSUl6emnn5arq6tlm5ubm2XS31GjRlm977NmzdLBgwfVunVrq1WKmjVrptKlSysmJkZPPvmk1c/k+fPnNWbMGElKs+LXqlWrVKNGDT3yyCNW7dmpISOp98qcOXN04MABS3tMTIyeeuqpdIeqlS9fXpcuXVJERESWrgMAAADcstxevzq/k2Q4Ozvb3Hb16lXD19fXkGRIMqZMmWK1/bHHHjMkGZ6enkaXLl2MPn36GGXKlDFKlixpDB482JBkLFmyxOqYypUrG+l9TFOmTLF5jGEYxsmTJw1JRuvWra3aU1JSjIcfftiQZLi5uRlNmjQx+vXrZ/Tq1cu46667DJPJZNSrV8/muW7ldqlXr54hyahVq5bRu3dvo2/fvpY2Dw8PY/v27Vb7f/7554arq6vlmH79+hmdOnUyKlasaEgywsPDLfu2bt3akGScPHnSrq/7+PHjRpkyZQxJRkBAgNGvXz/jnnvuMUwmkzFq1Cib1zEMwzh9+rTh7+9vSDKqV69u9O7d26hVq5bls//hhx+y9B6mvpaAgACb2zdt2mRIMgIDA7N0PsP4756pV6+eMWjQIGPQoEFG3759jXbt2lnuXScnJ2PcuHFGYmJimuNjY2ONO++805BkVKpUyejdu7fRpEkTw8nJyRg/frzN9ySj+9QwDCMhIcG46667DElG2bJljd69extdunQxvLy8jObNmxvNmze3+Xl369bNkGTcddddxsMPP2wMGzbMWLx4sWV7ej87n3zyieHk5GSYTCajZcuWRv/+/S2vqUyZMsahQ4es9l+yZInNn+dU6d2PgwYNyvA4WypXrmw4OzsbjRo1MoKDg43u3bsbVatWtXwuc+fOtXnckSNHjBIlShiSjDp16hh9+/Y1qlWrZkgymjdvbsTHx6c5Ji4uzmjSpIkhyShXrpwRHBxs+b5UqVLG8ePH0xyzatUqw8XFxZBk+Pv7Gz169DA6dOhg+Pj4GJKMu+++24iOjrY6JvX9s/Wzkp0aMpJ6D7q6uhr333+/ERwcbJQpU8aoVKmS5X7ZvHmz1TFPPfWUIcmoWrWqMWDAAGPYsGHGjBkzbum6AAAAQEYIXm5RRsGLYRjGSy+9lG7wkpycbLz99ttGrVq1DA8PD6NMmTLGgAEDjFOnTqX7cJrTwUuqNWvWGF26dDFKly5tuLq6GqVLlzYaNGhgTJw40di7d6/Nc91K8LJ27Vpj6NChxl133WUULVrU8PLyMqpXr248+uijxuHDh20ec+DAAWPgwIGGv7+/paYWLVoYb7/9tpGUlGTZLzvBS3Zet2EYxqlTp4yHHnrIKFGihOHh4WEEBQUZS5cuzfQ6ly9fNkaNGmVUqlTJcp1+/foZf/zxR6bv3c2vJb3gZdasWYYk45VXXsnyOVPvmRu/vL29DX9/f6N9+/bG1KlTjVOnTmV4jrNnzxr9+/c3ihUrZnh6ehoNGzY0Vq5cme57klnwYhjXQ8snnnjCqFKliuHu7m5Uq1bNmDRpkhETE5Pu533p0iXj4YcfNsqWLWs4OzsbkoxBgwZZtmf0s7Njxw6jW7duRokSJQxXV1ejUqVKxhNPPGGcPXs2zb65Gby8++67RteuXY2qVasa3t7ehpubm1G5cmVj4MCBxu7duzM89vTp08bgwYONsmXLGm5ubkZgYKDx4osvGnFxcekeExsba7z44otGQECA4ebmZpQtW9YYPHiwcebMmXSP2bdvn/HQQw8ZFSpUMFxdXQ1vb28jKCjIeP31143Y2Ng0+2cUvGS3hox8+OGHRt26dQ13d3ejdOnSxsCBA41z585ZPo+bg5dr164ZTz75pFGxYkVLqJRerQAAAEB2mAwjF5YKAZDjunfvrh07dujUqVNZXnIXAAAAAJC7mOMFyIdSUlL0888/a/z48YQuAAAAAJCH0eMlC8xms86fPy8fHx+ZTCZHlwMAAAAAAGwwDEPR0dEqX768nJzyRl8TF0cXkB+cP3/eahUeAAAAAACQd505c0YVKlRwdBmSCF6yJHUox6HD/zCsAwAAAACAPCo6Olo1a9yZp57dCV6yIHV4kY+Pj3x9fR1cDQAAAAAAyEhemiYkbwx4AgAAAAAAKIAIXgAAAAAAAOyE4AUAAAAAAMBOCF4AAAAAAADshOAFAAAAAADATgheAAAAAAAA7ITgBQAAAAAAwE4IXgAAAAAAAOyE4AUAAAAAAMBOCF4AAAAAAADshOAFAAAAAADATgheAAAAAAAA7ITgBQAAAAAAwE4IXgAAAAAAAOyE4AUAAAAAAMBOCF4AAAAAAADshOAFAAAAAADATgheAAAAAAAA7ITgBQAAAAAAwE4IXgAAAAAAAOyE4AUAAAAAAMBOCF4AAAAAAADshOAFAAAAAADATgheAAAAAAAA7ITgBQAAAAAAwE4IXgAAAAAAAOyE4AUAAAAAAMBOCF4AAAAAAADshOAFAAAAAADATgheAAAAAAAA7ITgBQAAAAAAwE4IXgAAAAAAAOyE4AUAAAAAAMBOCF4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" + "
" ] }, "execution_count": 15, @@ -461,8 +465,10 @@ } ], "source": [ - "# Visualize the pulse sequence\n", - "output_pulse_sequence.draw()" + "# Visualize the pulse gate circuit\n", + "qiskit.visualization.timeline_drawer(\n", + " compiler_output.pulse_gate_circuit, idle_wires=False, style=style\n", + ")" ] } ], @@ -482,7 +488,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.2" + "version": "3.9.16" } }, "nbformat": 4, From c0fcd61d602e4017741bba8ac2d0ed6e6f9dac6b Mon Sep 17 00:00:00 2001 From: Bharath Date: Tue, 17 Sep 2024 15:18:11 -0500 Subject: [PATCH 3/3] wording nit --- docs/source/optimizations/ibm/ibmq_compile_css.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/optimizations/ibm/ibmq_compile_css.ipynb b/docs/source/optimizations/ibm/ibmq_compile_css.ipynb index 37b514eeb..c90d80698 100644 --- a/docs/source/optimizations/ibm/ibmq_compile_css.ipynb +++ b/docs/source/optimizations/ibm/ibmq_compile_css.ipynb @@ -46,9 +46,9 @@ " import cirq_superstaq as css\n", " import qiskit\n", "except ImportError:\n", - " print(\"Installing cirq-superstaq...\")\n", + " print(\"Installing cirq-superstaq[examples]...\")\n", " %pip install --quiet 'cirq-superstaq[examples]'\n", - " print(\"Installed cirq-superstaq.\")\n", + " print(\"Installed cirq-superstaq[examples].\")\n", " print(\"You may need to restart the kernel to import newly installed packages.\")\n", " import cirq\n", " import cirq_superstaq as css\n",