From bcad72cdf3502caf7fb1ea0fba281c0acdfae56c Mon Sep 17 00:00:00 2001 From: Craig Gidney Date: Sat, 4 Feb 2023 19:25:20 -0800 Subject: [PATCH] Bump to v1.11.0 --- README.md | 2 + doc/getting_started.ipynb | 7716 ++++++++++++++++++++++++++++++++----- glue/cirq/setup.py | 2 +- glue/crumble/README.md | 2 +- glue/sample/setup.py | 2 +- glue/zx/setup.py | 2 +- setup.py | 2 +- 7 files changed, 6670 insertions(+), 1058 deletions(-) diff --git a/README.md b/README.md index 3b556768f..804bbcb8b 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,8 @@ - [How do I use Stim?](#how-use-stim) - [How does Stim work?](#how-stim-work) - [How do I cite Stim?](#how-cite-stim) +- [subproject: Sinter decoding sampler](glue/sample) +- [subproject: Crumble interactive editor](glue/crumble) # What is Stim? diff --git a/doc/getting_started.ipynb b/doc/getting_started.ipynb index 61b863a76..eb83a6058 100644 --- a/doc/getting_started.ipynb +++ b/doc/getting_started.ipynb @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -73,25 +73,9 @@ "id": "fMf_vlB7D6fR", "outputId": "d100e5e2-53a3-4205-931e-916fa67940dc" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Collecting stim~=1.10\n", - " Using cached stim-1.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.6 MB)\n", - "Requirement already satisfied: numpy in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from stim~=1.10) (1.23.0)\n", - "Installing collected packages: stim\n", - " Attempting uninstall: stim\n", - " Found existing installation: stim dev\n", - " Uninstalling stim-dev:\n", - " Successfully uninstalled stim-dev\n", - "Successfully installed stim-1.10.0\n" - ] - } - ], + "outputs": [], "source": [ - "!pip install stim~=1.10" + "!pip install stim~=1.11" ] }, { @@ -185,12 +169,12 @@ "output_type": "stream", "text": [ "[[ True True]\n", - " [ True True]\n", - " [ True True]\n", " [False False]\n", " [False False]\n", " [False False]\n", " [ True True]\n", + " [ True True]\n", + " [False False]\n", " [False False]\n", " [ True True]\n", " [ True True]]\n" @@ -366,13 +350,13 @@ "output_type": "stream", "text": [ "[[False]\n", - " [ True]\n", + " [False]\n", " [False]\n", " [ True]\n", " [False]\n", " [False]\n", - " [ True]\n", - " [ True]\n", + " [False]\n", + " [False]\n", " [ True]\n", " [ True]]\n" ] @@ -413,7 +397,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "0.320255\n" + "0.320631\n" ] } ], @@ -478,6 +462,7 @@ " TICK\n", " CX 2 1 4 3 6 5 8 7 10 9 12 11 14 13 16 15\n", " TICK\n", + " X_ERROR(0.01) 1 3 5 7 9 11 13 15\n", " MR 1 3 5 7 9 11 13 15\n", " DETECTOR(1, 0) rec[-8]\n", " DETECTOR(3, 0) rec[-7]\n", @@ -494,6 +479,7 @@ " TICK\n", " CX 2 1 4 3 6 5 8 7 10 9 12 11 14 13 16 15\n", " TICK\n", + " X_ERROR(0.01) 1 3 5 7 9 11 13 15\n", " MR 1 3 5 7 9 11 13 15\n", " SHIFT_COORDS(0, 1)\n", " DETECTOR(1, 0) rec[-8] rec[-16]\n", @@ -505,6 +491,7 @@ " DETECTOR(13, 0) rec[-2] rec[-10]\n", " DETECTOR(15, 0) rec[-1] rec[-9]\n", " }\n", + " X_ERROR(0.01) 0 2 4 6 8 10 12 14 16\n", " M 0 2 4 6 8 10 12 14 16\n", " DETECTOR(1, 1) rec[-8] rec[-9] rec[-17]\n", " DETECTOR(3, 1) rec[-7] rec[-8] rec[-16]\n", @@ -524,7 +511,8 @@ " \"repetition_code:memory\",\n", " rounds=30,\n", " distance=9,\n", - " before_round_data_depolarization=0.03)\n", + " before_round_data_depolarization=0.03,\n", + " before_measure_flip_probability=0.01)\n", "print(repr(circuit))" ] }, @@ -552,75 +540,77 @@ { "data": { "image/svg+xml": [ - "\n", - "\n", + "\n", + "\n", + "\n", "q0\n", - "\n", + "\n", "q1\n", - "\n", + "\n", "q2\n", - "\n", + "\n", "q3\n", - "\n", + "\n", "q4\n", - "\n", + "\n", "q5\n", - "\n", + "\n", "q6\n", - "\n", + "\n", "q7\n", - "\n", + "\n", "q8\n", - "\n", + "\n", "q9\n", - "\n", + "\n", "q10\n", - "\n", + "\n", "q11\n", - "\n", + "\n", "q12\n", - "\n", + "\n", "q13\n", - "\n", + "\n", "q14\n", - 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"\n", + "R\n", + "\n", + "R\n", + "\n", + "R\n", "\n", "DEP1\n", "0.03\n", @@ -1091,345 +1160,422 @@ "DEP1\n", "0.03\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", "\n", - "\n", - "\n", - "\n", - "\n", - "MR\n", - "rec[0]\n", - "\n", - "MR\n", - "rec[1]\n", - "\n", - "MR\n", - "rec[2]\n", - "\n", - "MR\n", - "rec[3]\n", - "\n", - "MR\n", - "rec[4]\n", - "\n", - "MR\n", - "rec[5]\n", - "\n", - "MR\n", - "rec[6]\n", - "\n", - "MR\n", - "rec[7]\n", - "\n", - "DETECTOR\n", - "coords=(1,0)\n", - "D0 = rec[0]\n", - "\n", - "DETECTOR\n", - "coords=(3,0)\n", - "D1 = rec[1]\n", - "\n", - "DETECTOR\n", - "coords=(5,0)\n", - "D2 = rec[2]\n", - "\n", - "DETECTOR\n", - "coords=(7,0)\n", - "D3 = rec[3]\n", - "\n", - "DETECTOR\n", - "coords=(9,0)\n", - "D4 = rec[4]\n", - "\n", - "DETECTOR\n", - "coords=(11,0)\n", - "D5 = rec[5]\n", - "\n", - "DETECTOR\n", - "coords=(13,0)\n", - "D6 = rec[6]\n", - "\n", - "DETECTOR\n", - "coords=(15,0)\n", - "D7 = rec[7]\n", - "\n", - "\n", - "\n", - "REP29\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "DEP1\n", - "0.03\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "MR\n", - "rec[8+iter*8]\n", - "\n", - "MR\n", - "rec[9+iter*8]\n", - "\n", - "MR\n", - "rec[10+iter*8]\n", - "\n", - "MR\n", - "rec[11+iter*8]\n", - "\n", - "MR\n", - "rec[12+iter*8]\n", - "\n", - "MR\n", - "rec[13+iter*8]\n", - "\n", - "MR\n", - "rec[14+iter*8]\n", - "\n", - "MR\n", - "rec[15+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(1,1+iter)\n", - "D[8+iter*8] = rec[8+iter*8]*rec[0+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(3,1+iter)\n", - "D[9+iter*8] = rec[9+iter*8]*rec[1+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(5,1+iter)\n", - "D[10+iter*8] = rec[10+iter*8]*rec[2+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(7,1+iter)\n", - "D[11+iter*8] = rec[11+iter*8]*rec[3+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(9,1+iter)\n", - "D[12+iter*8] = rec[12+iter*8]*rec[4+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(11,1+iter)\n", - "D[13+iter*8] = rec[13+iter*8]*rec[5+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(13,1+iter)\n", - "D[14+iter*8] = rec[14+iter*8]*rec[6+iter*8]\n", - "\n", - "DETECTOR\n", - "coords=(15,1+iter)\n", - "D[15+iter*8] = rec[15+iter*8]*rec[7+iter*8]\n", - "\n", - "\n", - "\n", - "\n", - "M\n", - "rec[240]\n", - "\n", - "M\n", - "rec[241]\n", - "\n", - "M\n", - "rec[242]\n", - "\n", - "M\n", - "rec[243]\n", - "\n", - "M\n", - "rec[244]\n", - "\n", - "M\n", - "rec[245]\n", - "\n", - "M\n", - "rec[246]\n", - "\n", - "M\n", - "rec[247]\n", - "\n", - "M\n", - "rec[248]\n", - "\n", - "DETECTOR\n", - "coords=(1,30)\n", - "D240 = rec[241]*rec[240]*rec[232]\n", - "\n", - "DETECTOR\n", - "coords=(3,30)\n", - "D241 = rec[242]*rec[241]*rec[233]\n", - "\n", - "DETECTOR\n", - "coords=(5,30)\n", - "D242 = rec[243]*rec[242]*rec[234]\n", - "\n", - "DETECTOR\n", - "coords=(7,30)\n", - "D243 = rec[244]*rec[243]*rec[235]\n", - "\n", - "DETECTOR\n", - "coords=(9,30)\n", - "D244 = rec[245]*rec[244]*rec[236]\n", - "\n", - "DETECTOR\n", - "coords=(11,30)\n", - "D245 = rec[246]*rec[245]*rec[237]\n", - "\n", - "DETECTOR\n", - "coords=(13,30)\n", - "D246 = rec[247]*rec[246]*rec[238]\n", - "\n", - "DETECTOR\n", - "coords=(15,30)\n", - "D247 = rec[248]*rec[247]*rec[239]\n", - "\n", - "OBS_INCLUDE(0)\n", - "L0 *= rec[248]\n", + "\n", + "\n", + "\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "MR\n", + "rec[0]\n", + "\n", + "MR\n", + "rec[1]\n", + "\n", + "MR\n", + "rec[2]\n", + "\n", + "MR\n", + "rec[3]\n", + "\n", + "MR\n", + "rec[4]\n", + "\n", + "MR\n", + "rec[5]\n", + "\n", + "MR\n", + "rec[6]\n", + "\n", + "MR\n", + "rec[7]\n", + "\n", + "DETECTOR\n", + "coords=(1,0)\n", + "D0 = rec[0]\n", + "\n", + "DETECTOR\n", + "coords=(3,0)\n", + "D1 = rec[1]\n", + "\n", + "DETECTOR\n", + "coords=(5,0)\n", + "D2 = rec[2]\n", + "\n", + "DETECTOR\n", + "coords=(7,0)\n", + "D3 = rec[3]\n", + "\n", + "DETECTOR\n", + "coords=(9,0)\n", + "D4 = rec[4]\n", + "\n", + "DETECTOR\n", + "coords=(11,0)\n", + "D5 = rec[5]\n", + "\n", + "DETECTOR\n", + "coords=(13,0)\n", + "D6 = rec[6]\n", + "\n", + "DETECTOR\n", + "coords=(15,0)\n", + "D7 = rec[7]\n", + "\n", + "\n", + "\n", + "REP29\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "DEP1\n", + "0.03\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "MR\n", + "rec[8+iter*8]\n", + "\n", + "MR\n", + "rec[9+iter*8]\n", + "\n", + "MR\n", + "rec[10+iter*8]\n", + "\n", + "MR\n", + "rec[11+iter*8]\n", + "\n", + "MR\n", + "rec[12+iter*8]\n", + "\n", + "MR\n", + "rec[13+iter*8]\n", + "\n", + "MR\n", + "rec[14+iter*8]\n", + "\n", + "MR\n", + "rec[15+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(1,1+iter)\n", + "D[8+iter*8] = rec[8+iter*8]*rec[0+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(3,1+iter)\n", + "D[9+iter*8] = rec[9+iter*8]*rec[1+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(5,1+iter)\n", + "D[10+iter*8] = rec[10+iter*8]*rec[2+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(7,1+iter)\n", + "D[11+iter*8] = rec[11+iter*8]*rec[3+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(9,1+iter)\n", + "D[12+iter*8] = rec[12+iter*8]*rec[4+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(11,1+iter)\n", + "D[13+iter*8] = rec[13+iter*8]*rec[5+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(13,1+iter)\n", + "D[14+iter*8] = rec[14+iter*8]*rec[6+iter*8]\n", + "\n", + "DETECTOR\n", + "coords=(15,1+iter)\n", + "D[15+iter*8] = rec[15+iter*8]*rec[7+iter*8]\n", + "\n", + "\n", + "\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "ERRX\n", + "0.01\n", + "\n", + "M\n", + "rec[240]\n", + "\n", + "M\n", + "rec[241]\n", + "\n", + "M\n", + "rec[242]\n", + "\n", + "M\n", + "rec[243]\n", + "\n", + "M\n", + "rec[244]\n", + "\n", + "M\n", + "rec[245]\n", + "\n", + "M\n", + "rec[246]\n", + "\n", + "M\n", + "rec[247]\n", + "\n", + "M\n", + "rec[248]\n", + "\n", + "DETECTOR\n", + "coords=(1,30)\n", + "D240 = rec[241]*rec[240]*rec[232]\n", + "\n", + "DETECTOR\n", + "coords=(3,30)\n", + "D241 = rec[242]*rec[241]*rec[233]\n", + "\n", + "DETECTOR\n", + "coords=(5,30)\n", + "D242 = rec[243]*rec[242]*rec[234]\n", + "\n", + "DETECTOR\n", + "coords=(7,30)\n", + "D243 = rec[244]*rec[243]*rec[235]\n", + "\n", + "DETECTOR\n", + "coords=(9,30)\n", + "D244 = rec[245]*rec[244]*rec[236]\n", + "\n", + "DETECTOR\n", + "coords=(11,30)\n", + "D245 = rec[246]*rec[245]*rec[237]\n", + "\n", + "DETECTOR\n", + "coords=(13,30)\n", + "D246 = rec[247]*rec[246]*rec[238]\n", + "\n", + "DETECTOR\n", + "coords=(15,30)\n", + "D247 = rec[248]*rec[247]*rec[239]\n", + "\n", + "OBS_INCLUDE(0)\n", + "L0 *= rec[248]\n", + "\n", + "\n", "" ] }, @@ -1439,7 +1585,7 @@ } ], "source": [ - "circuit.diagram(type=\"timeline-svg\")\n", + "circuit.diagram(\"timeline-svg\")\n", "\n", "# Note: you can resize this image! Grab its bottom right handle." ] @@ -1477,35 +1623,35 @@ "text": [ "________\n", "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "_______1\n", - "______1_\n", - "______1_\n", - "___11_1_\n", - "___111__\n", - "___111__\n", - "___111__\n", - "___111__\n", - "___111__\n", - "___111__\n", - "_11111__\n", - "_11111_1\n", - "_11111_1\n", - "_11111_1\n", - "_11111_1\n", - "1_1111_1\n", - "_11_1_11\n", + "__11____\n", + "__11____\n", + "1_1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1__1\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__1_1___\n", + "__11____\n", + "__11_11_\n", + "__11_11_\n", + "___1__1_\n", "_\n" ] } @@ -1546,36 +1692,36 @@ "name": "stdout", "output_type": "stream", "text": [ + "_______!\n", "________\n", "________\n", + "____!___\n", + "_!!_!___\n", "________\n", "________\n", "________\n", "________\n", "________\n", "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "________\n", - "____!!__\n", + "_____!__\n", + "_____!__\n", "________\n", "________\n", "________\n", "_____!!_\n", "________\n", "________\n", + "__!!____\n", "________\n", "________\n", "________\n", "________\n", "________\n", - "________\n", + "____!!__\n", + "____!___\n", + "____!___\n", + "____!___\n", + "____!___\n", "________\n" ] } @@ -1630,12 +1776,20 @@ "stim.DetectorErrorModel('''\n", " error(0.02) D0\n", " error(0.02) D0 D1\n", + " error(0.01) D0 D8\n", " error(0.02) D1 D2\n", + " error(0.01) D1 D9\n", " error(0.02) D2 D3\n", + " error(0.01) D2 D10\n", " error(0.02) D3 D4\n", + " error(0.01) D3 D11\n", " error(0.02) D4 D5\n", + " error(0.01) D4 D12\n", " error(0.02) D5 D6\n", + " error(0.01) D5 D13\n", " error(0.02) D6 D7\n", + " error(0.01) D6 D14\n", + " error(0.01) D7 D15\n", " error(0.02) D7 L0\n", " detector(1, 0) D0\n", " detector(3, 0) D1\n", @@ -1648,12 +1802,20 @@ " repeat 28 {\n", " error(0.02) D8\n", " error(0.02) D8 D9\n", + " error(0.01) D8 D16\n", " error(0.02) D9 D10\n", + " error(0.01) D9 D17\n", " error(0.02) D10 D11\n", + " error(0.01) D10 D18\n", " error(0.02) D11 D12\n", + " error(0.01) D11 D19\n", " error(0.02) D12 D13\n", + " error(0.01) D12 D20\n", " error(0.02) D13 D14\n", + " error(0.01) D13 D21\n", " error(0.02) D14 D15\n", + " error(0.01) D14 D22\n", + " error(0.01) D15 D23\n", " error(0.02) D15 L0\n", " shift_detectors(0, 1) 0\n", " detector(1, 0) D8\n", @@ -1668,13 +1830,30 @@ " }\n", " error(0.02) D8\n", " error(0.02) D8 D9\n", + " error(0.01) D8 D16\n", " error(0.02) D9 D10\n", + " error(0.01) D9 D17\n", " error(0.02) D10 D11\n", + " error(0.01) D10 D18\n", " error(0.02) D11 D12\n", + " error(0.01) D11 D19\n", " error(0.02) D12 D13\n", + " error(0.01) D12 D20\n", " error(0.02) D13 D14\n", + " error(0.01) D13 D21\n", " error(0.02) D14 D15\n", + " error(0.01) D14 D22\n", + " error(0.01) D15 D23\n", " error(0.02) D15 L0\n", + " error(0.01) D16\n", + " error(0.01) D16 D17\n", + " error(0.01) D17 D18\n", + " error(0.01) D18 D19\n", + " error(0.01) D19 D20\n", + " error(0.01) D20 D21\n", + " error(0.01) D21 D22\n", + " error(0.01) D22 D23\n", + " error(0.01) D23 L0\n", " shift_detectors(0, 1) 0\n", " detector(1, 0) D8\n", " detector(3, 0) D9\n", @@ -1697,7 +1876,740 @@ } ], "source": [ - "print(repr(circuit.detector_error_model()))" + "dem = circuit.detector_error_model()\n", + "print(repr(dem))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see a picture of the detector error model, by using the `matchgraph-svg` diagram." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/html": [ + "
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+ ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dem.diagram(\"matchgraph-3d\")\n", + "\n", + "# Note: if you are viewing this notebook on GitHub, the 3d model viewer's javascript is blocked.\n", + "# You can download the model and view it in an online viewer such as https://gltf-viewer.donmccurdy.com/" ] }, { @@ -1722,7 +2634,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -1730,47 +2642,7 @@ "id": "xlH-hxBRPjNy", "outputId": "7f49c9d4-5efa-4e49-c4b1-9a2a0f485618" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Collecting pymatching~=2.0\n", - " Using cached PyMatching-2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (628 kB)\n", - "Requirement already satisfied: matplotlib in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from pymatching~=2.0) (3.5.2)\n", - "Requirement already satisfied: numpy in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from pymatching~=2.0) (1.23.0)\n", - "Requirement already satisfied: networkx in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from pymatching~=2.0) (2.8.4)\n", - "Requirement already satisfied: scipy in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from pymatching~=2.0) (1.8.1)\n", - "Requirement already satisfied: retworkx>=0.11.0 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from pymatching~=2.0) (0.11.0)\n", - "Requirement already satisfied: pyparsing>=2.2.1 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->pymatching~=2.0) (3.0.9)\n", - "Requirement already satisfied: cycler>=0.10 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages 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six>=1.5 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib->pymatching~=2.0) (1.16.0)\n", - "Installing collected packages: pymatching\n", - "Successfully installed pymatching-2.0.1\n", - "Collecting sinter~=1.10\n", - " Using cached sinter-1.10.0-py3-none-any.whl\n", - "Requirement already satisfied: matplotlib in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from sinter~=1.10) (3.5.2)\n", - "Requirement already satisfied: scipy in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from sinter~=1.10) (1.8.1)\n", - "Requirement already satisfied: numpy in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from sinter~=1.10) (1.23.0)\n", - "Requirement already satisfied: stim in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from sinter~=1.10) (dev)\n", - "Requirement already satisfied: pillow>=6.2.0 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (9.2.0)\n", - "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (1.4.3)\n", - "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (4.34.4)\n", - "Requirement already satisfied: pyparsing>=2.2.1 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (3.0.9)\n", - "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (2.8.2)\n", - "Requirement already satisfied: packaging>=20.0 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (21.3)\n", - "Requirement already satisfied: cycler>=0.10 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from matplotlib->sinter~=1.10) (0.11.0)\n", - "Requirement already satisfied: six>=1.5 in /usr/local/google/home/craiggidney/.virtualenvs/stim/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib->sinter~=1.10) (1.16.0)\n", - "Installing collected packages: sinter\n", - "Successfully installed sinter-1.10.0\n" - ] - } - ], + "outputs": [], "source": [ "!pip install pymatching~=2.0\n", "!pip install sinter~=1.10" @@ -1778,7 +2650,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": { "id": "cx7UkBiYQeOz" }, @@ -1814,7 +2686,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": { "id": "32hBrUAQRbSc" }, @@ -1857,7 +2729,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 20, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -1870,7 +2742,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "there were 3 wrong predictions (logical errors) out of 100000 shots\n" + "there were 5 wrong predictions (logical errors) out of 100000 shots\n" ] } ], @@ -1892,7 +2764,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -1905,7 +2777,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "there were 49268 wrong naive predictions out of 100000 shots\n" + "there were 48918 wrong naive predictions out of 100000 shots\n" ] } ], @@ -1936,7 +2808,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -1949,7 +2821,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "there were 4367 wrong predictions (logical errors) out of 100000 shots\n" + "there were 4253 wrong predictions (logical errors) out of 100000 shots\n" ] } ], @@ -1992,7 +2864,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 23, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -2004,14 +2876,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -2067,7 +2937,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 24, "metadata": { "id": "ogUrK7LhZyV-" }, @@ -2107,7 +2977,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 25, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -2119,14 +2989,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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] }, - "execution_count": 25, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "surface_code_circuit.without_noise().diagram(type=\"timeline-3d\")\n", + "surface_code_circuit.without_noise().diagram(\"timeline-3d\")\n", "\n", - "# Click and drag to move the camera!" + "# Note: if you are viewing this notebook on GitHub, the 3d model viewer's javascript is blocked.\n", + "# You can download the model and view it in an online viewer such as https://gltf-viewer.donmccurdy.com/" ] }, { @@ -2398,12 +3267,12 @@ "source": [ "Another useful type of diagram to view is a \"detector slice diagram\", which shows the locations of the stabilizers being measured by the circuit's detectors at a given time.\n", "\n", - "For example, you can use a detector slice diagram to see that, halfway through the measurement cycle of the surface code, its state is actually temporarily an even larger surface code!" + "For example, you can the diagram type `detslice-svg` to track what stabilizers will be checked, and how they evolve as the circuit executes. Note how, halfway through the measurement cycle of the surface code, its state is actually temporarily an even larger surface code!" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 28, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -2416,124 +3285,4852 @@ { "data": { "image/svg+xml": [ - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + 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"source": [ "surface_code_circuit.diagram(\n", - " type=\"detector-slice-svg\", \n", - " tick=11, # <--- look at different ticks to see the stabilizers change over time!\n", + " \"detslice-svg\", \n", + " tick=range(15, 24),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There is also the diagram type `detslice-with-ops-svg`, which is a overlays operations over the detslice diagram. For example, you can use the this diagram to see how first round gradually projects the system into the surface code state." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", 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+ " tick=range(0, 16),\n", ")" ] }, @@ -2547,12 +8144,12 @@ "These parameters are adding full circuit noise, instead of just phenomenological noise.\n", "Because the noise is richer, and because this is a quantum code instead of a classical code, the decoding problem is much harder and threshold is going to be noticeably lower.\n", "\n", - "Use `diagram(type=\"match-graph-3d\")` to see the graph that `pymatching` would be configured with, to decode this surface code circuit." + "Use `diagram(type=\"matchgraph-3d\")` to see the graph that `pymatching` would be configured with, to decode this surface code circuit." ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 30, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -2731,15 +8328,16 @@ 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] }, - "execution_count": 27, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "surface_code_circuit.diagram(type=\"match-graph-3d\")\n", + "surface_code_circuit.diagram(\"matchgraph-3d\")\n", "\n", - "# Click and drag to move the camera!" + "# Note: if you are viewing this notebook on GitHub, the 3d model viewer's javascript is blocked.\n", + "# You can download the model and view it in an online viewer such as https://gltf-viewer.donmccurdy.com/" ] }, { @@ -2755,7 +8353,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 31, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -2769,19 +8367,24 @@ "output_type": "stream", "text": [ "\u001b[31mStarting workers...\u001b[0m\n", - "\u001b[31m8 cases left\n", - " case: processes=4 ~core_mins_left=1 shots_left=993700 errors_left=3615 {'d': 5, 'r': 15, 'p': 0.01}\n", - " case: processes=0 ~core_mins_left=None shots_left=1000000 errors_left=5000 {'d': 5, 'r': 15, 'p': 0.011}\u001b[0m\n", - "\u001b[31m5 cases left\n", - " case: processes=1 ~core_mins_left=1 shots_left=979200 errors_left=1689 {'d': 7, 'r': 21, 'p': 0.008}\n", - " case: processes=3 ~core_mins_left=1 shots_left=996700 errors_left=4294 {'d': 7, 'r': 21, 'p': 0.009}\n", - " case: processes=0 ~core_mins_left=None shots_left=1000000 errors_left=5000 {'d': 7, 'r': 21, 'p': 0.01}\u001b[0m\n", - "\u001b[31m3 cases left\n", - " case: processes=1 ~core_mins_left=1 shots_left=987905 errors_left=1762 {'d': 7, 'r': 21, 'p': 0.01}\n", - " case: processes=3 ~core_mins_left=1 shots_left=998500 errors_left=4487 {'d': 7, 'r': 21, 'p': 0.011}\n", - " case: processes=0 ~core_mins_left=None shots_left=1000000 errors_left=5000 {'d': 7, 'r': 21, 'p': 0.012}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=1 ~core_mins_left=1 shots_left=991900 errors_left=2047 {'d': 7, 'r': 21, 'p': 0.012}\u001b[0m\n", + "\u001b[31m10 cases left:\n", + " pymatching processes=3 ~core_mins_left=1 shots_left=989200 errors_left=3556 {d=5,p=0.008,r=15}\n", + " pymatching processes=1 ~core_mins_left=1 shots_left=999100 errors_left=4850 {d=5,p=0.009,r=15}\n", + " pymatching processes=0 ~core_mins_left=None shots_left=1000000 errors_left=5000 {d=5,p=0.01,r=15}\u001b[0m\n", + "\u001b[31m6 cases left:\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=993730 errors_left=3152 {d=5,p=0.012,r=15}\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=999900 errors_left=4984 {d=7,p=0.008,r=21}\u001b[0m\n", + "\u001b[31m5 cases left:\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=986423 errors_left=2858 {d=7,p=0.008,r=21}\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=998500 errors_left=4691 {d=7,p=0.009,r=21}\n", + " pymatching processes=0 ~core_mins_left=None shots_left=1000000 errors_left=5000 {d=7,p=0.01,r=21}\u001b[0m\n", + "\u001b[31m3 cases left:\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=994279 errors_left=3453 {d=7,p=0.01,r=21}\n", + " pymatching processes=1 ~core_mins_left=None (initializing...) {d=7,p=0.011,r=21}\n", + " pymatching processes=1 ~core_mins_left=None (initializing...) {d=7,p=0.012,r=21}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=991260 errors_left=2275 {d=7,p=0.011,r=21}\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=999100 errors_left=4679 {d=7,p=0.012,r=21}\u001b[0m\n", "\u001b[31mDone collecting\u001b[0m\n" ] } @@ -2826,7 +8429,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 32, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -2839,14 +8442,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -2890,13 +8491,14 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 33, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "OVjDeVXzkEO2", - "outputId": "197229c8-2c57-4634-b72a-4d46c74b5434" + "outputId": "197229c8-2c57-4634-b72a-4d46c74b5434", + "scrolled": true }, "outputs": [ { @@ -2904,32 +8506,42 @@ "output_type": "stream", "text": [ "\u001b[31mStarting workers...\u001b[0m\n", - "\u001b[31m2 cases left\n", - " case: processes=4 ~core_mins_left=1 shots_left=4920800 errors_left=93 {'d': 7, 'r': 21, 'p': 0.001}\n", - " case: processes=0 ~core_mins_left=None shots_left=5000000 errors_left=100 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m2 cases left\n", - " case: processes=4 ~core_mins_left=1 shots_left=4554800 errors_left=68 {'d': 7, 'r': 21, 'p': 0.001}\n", - " case: processes=0 ~core_mins_left=None shots_left=5000000 errors_left=100 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m2 cases left\n", - " case: processes=3 ~core_mins_left=1 shots_left=4260784 errors_left=53 {'d': 7, 'r': 21, 'p': 0.001}\n", - " case: processes=1 ~core_mins_left=3 shots_left=4975700 errors_left=100 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m2 cases left\n", - " case: processes=1 ~core_mins_left=1 shots_left=3413764 errors_left=10 {'d': 7, 'r': 21, 'p': 0.001}\n", - " case: processes=3 ~core_mins_left=2 shots_left=4927100 errors_left=99 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=4 ~core_mins_left=2 shots_left=4878500 errors_left=99 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=4 ~core_mins_left=2 shots_left=4514000 errors_left=97 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=4 ~core_mins_left=1 shots_left=4271000 errors_left=95 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=4 ~core_mins_left=1 shots_left=3736400 errors_left=92 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=3 ~core_mins_left=1 shots_left=2910200 errors_left=89 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=2 ~core_mins_left=1 shots_left=2084000 errors_left=86 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", - "\u001b[31m1 cases left\n", - " case: processes=1 ~core_mins_left=1 shots_left=1458000 errors_left=81 {'d': 9, 'r': 27, 'p': 0.001}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=3 ~core_mins_left=1 shots_left=4998200 errors_left=99 {d=7,p=0.001,r=21}\n", + " pymatching processes=1 ~core_mins_left=None shots_left=5000000 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=4 ~core_mins_left=1 shots_left=4773200 errors_left=87 {d=7,p=0.001,r=21}\n", + " pymatching processes=0 ~core_mins_left=69 shots_left=4999900 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=4 ~core_mins_left=1 shots_left=4653200 errors_left=80 {d=7,p=0.001,r=21}\n", + " pymatching processes=0 ~core_mins_left=69 shots_left=4999900 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=4 ~core_mins_left=1 shots_left=4463600 errors_left=71 {d=7,p=0.001,r=21}\n", + " pymatching processes=0 ~core_mins_left=69 shots_left=4999900 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=3 ~core_mins_left=1 shots_left=4168400 errors_left=50 {d=7,p=0.001,r=21}\n", + " pymatching processes=1 ~core_mins_left=16 shots_left=4997300 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=4027733 errors_left=41 {d=7,p=0.001,r=21}\n", + " pymatching processes=2 ~core_mins_left=3 shots_left=4959500 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=4 ~core_mins_left=3 shots_left=4910900 errors_left=100 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=4 ~core_mins_left=2 shots_left=4757000 errors_left=96 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=4 ~core_mins_left=2 shots_left=4643600 errors_left=96 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=4 ~core_mins_left=2 shots_left=4465400 errors_left=96 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=4 ~core_mins_left=2 shots_left=4125200 errors_left=93 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=4 ~core_mins_left=2 shots_left=3639200 errors_left=90 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=3 ~core_mins_left=2 shots_left=3531600 errors_left=89 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=2 ~core_mins_left=1 shots_left=2818800 errors_left=82 {d=9,p=0.001,r=27}\u001b[0m\n", + "\u001b[31m1 cases left:\n", + " pymatching processes=1 ~core_mins_left=1 shots_left=1749600 errors_left=78 {d=9,p=0.001,r=27}\u001b[0m\n", "\u001b[31mDone collecting\u001b[0m\n" ] } @@ -2975,7 +8587,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 34, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -2988,7 +8600,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "LinregressResult(slope=-1.1706291845888024, intercept=-4.785858325505381, rvalue=-0.9993477643863489, pvalue=0.000652235613651131, stderr=0.029911220137048677, intercept_stderr=0.19152525863072586)\n" + "LinregressResult(slope=-1.1693520277505445, intercept=-4.646504652731957, rvalue=-0.9990719858744977, pvalue=0.0009280141255022522, stderr=0.035647165608972194, intercept_stderr=0.22825323010659254)\n" ] } ], @@ -3024,7 +8636,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 35, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -3036,14 +8648,12 @@ "outputs": [ { "data": { - "image/png": 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+ "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -3151,7 +8761,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.7" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/glue/cirq/setup.py b/glue/cirq/setup.py index a40f91bf7..bb4ac74d4 100644 --- a/glue/cirq/setup.py +++ b/glue/cirq/setup.py @@ -17,7 +17,7 @@ with open('README.md', encoding='UTF-8') as f: long_description = f.read() -version = '1.11.dev0' +version = '1.11.0' setup( name='stimcirq', diff --git a/glue/crumble/README.md b/glue/crumble/README.md index b4b94f117..369c84c37 100644 --- a/glue/crumble/README.md +++ b/glue/crumble/README.md @@ -24,7 +24,7 @@ Crumble is not polished.** Crumble can be accessed by [building it](#building-crumble). -Crumble can also be accessed by installing stim `1.11.dev1674763846` or later (e.g. by `pip install stim~=1.11.dev1674763846`), printing the output of `stim.Circuit().diagram("interactive")` to an HTML file, and then opening the HTML file in a browser. +Crumble can also be accessed by installing stim `1.11` or later (e.g. by `pip install stim~=1.11.dev1674763846`), printing the output of `stim.Circuit().diagram("interactive")` to an HTML file, and then opening the HTML file in a browser. # Using Crumble diff --git a/glue/sample/setup.py b/glue/sample/setup.py index 11f117049..4523e5a3a 100644 --- a/glue/sample/setup.py +++ b/glue/sample/setup.py @@ -19,7 +19,7 @@ with open('requirements.txt', encoding='UTF-8') as f: requirements = [line.split()[0] for line in f.read().splitlines()] -version = '1.11.dev0' +version = '1.11.0' setup( name='sinter', diff --git a/glue/zx/setup.py b/glue/zx/setup.py index b35587d6d..b3f4ebe4a 100644 --- a/glue/zx/setup.py +++ b/glue/zx/setup.py @@ -17,7 +17,7 @@ with open('README.md', encoding='UTF-8') as f: long_description = f.read() -version = '1.11.dev0' +version = '1.11.0' setup( name='stimzx', diff --git a/setup.py b/setup.py index 14ad2847e..9ddc09d82 100644 --- a/setup.py +++ b/setup.py @@ -25,7 +25,7 @@ HEADER_FILES = glob.glob("src/**/*.h", recursive=True) + glob.glob("src/**/*.inl", recursive=True) RELEVANT_SOURCE_FILES = sorted(set(ALL_SOURCE_FILES) - set(TEST_FILES + PERF_FILES + MAIN_FILES + MUX_SOURCE_FILES)) -version = '1.11.dev0' +version = '1.11.0' if sys.platform.startswith('win'): common_compile_args = [