How to use pyGSTi - 10 common examples

To help you get started, we’ve selected a few pyGSTi examples, based on popular ways it is used in public projects.

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BBN-Q / QGL / tests / test_Sequences.py View on Github

import pygsti
            from pygsti.construction import std1Q_XYI, std2Q_XYICNOT
            from itertools import product
            from QGL.GSTTools import SingleQubitCliffordGST, gst_map_2Q
            # note the use of the germs_lite!
            gs = std2Q_XYICNOT
            gs_target = std2Q_XYICNOT.gs_target.copy()

            prep_fiducials = std2Q_XYICNOT.prepStrs
            effect_fiducials = std2Q_XYICNOT.effectStrs
            gs_germs = std2Q_XYICNOT.germs_lite
            #maxLengths = [1,2,4,8,16]
            maxLengths = [1,2]

            print('Creating GST sequences...')
            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), prep_fiducials, effect_fiducials, gs_germs, maxLengths)
        else:
            # list of GST gate strings
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST2Q/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_2Q(listOfExperiments, (self.q1, self.q2), qgl_map = gst_2Qgate_map(self.q1, self.q2), append_meas=True))

        filenames = compile_to_hardware(seqs, 'GST/GST2Q')
        self.compare_sequences('GST2Q')

BBN-Q / QGL / tests / test_Sequences.py View on Github

raise unittest.SkipTest("FIX ME -- Figure out pygsti integration for Travis.")

        self.set_awg_dir('GST')
        # list of GST gate strings
        if GSTTools.PYGSTI_PRESENT:
            # generate the gate gatestrings
            import pygsti
            from pygsti.construction import std1Q_XYI

            #Create a data set
            gs_target = std1Q_XYI.gs_target
            fiducials = std1Q_XYI.fiducials
            germs = std1Q_XYI.germs
            maxLengths = [1,2,4]

            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), fiducials, fiducials, germs, maxLengths)
        else:
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_1Q(listOfExperiments, self.q1))
        filenames = compile_to_hardware(seqs, 'GST/GST')
        self.compare_sequences('GST')

BBN-Q / QGL / tests / test_Sequences.py View on Github

"Gix": Id(q1)*X90(q2),
                     "Giy": Id(q1)*Y90(q2),
                     "Gcnot": CNOT_CR(q2,q1)}

        if GSTTools.PYGSTI_PRESENT:
            import pygsti
            from pygsti.construction import std1Q_XYI, std2Q_XYICNOT
            from itertools import product
            from QGL.GSTTools import SingleQubitCliffordGST, gst_map_2Q
            # note the use of the germs_lite!
            gs = std2Q_XYICNOT
            gs_target = std2Q_XYICNOT.gs_target.copy()

            prep_fiducials = std2Q_XYICNOT.prepStrs
            effect_fiducials = std2Q_XYICNOT.effectStrs
            gs_germs = std2Q_XYICNOT.germs_lite
            #maxLengths = [1,2,4,8,16]
            maxLengths = [1,2]

            print('Creating GST sequences...')
            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), prep_fiducials, effect_fiducials, gs_germs, maxLengths)
        else:
            # list of GST gate strings
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST2Q/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_2Q(listOfExperiments, (self.q1, self.q2), qgl_map = gst_2Qgate_map(self.q1, self.q2), append_meas=True))

        filenames = compile_to_hardware(seqs, 'GST/GST2Q')
        self.compare_sequences('GST2Q')

BBN-Q / QGL / tests / test_Sequences.py View on Github

self.set_awg_dir('GST')
        def gst_2Qgate_map(q1, q2):
            return {"Gxi": X90(q1)*Id(q2),
                     "Gyi": Y90(q1)*Id(q2),
                     "Gii": Id(q1)*Id(q2),
                     "Gix": Id(q1)*X90(q2),
                     "Giy": Id(q1)*Y90(q2),
                     "Gcnot": CNOT_CR(q2,q1)}

        if GSTTools.PYGSTI_PRESENT:
            import pygsti
            from pygsti.construction import std1Q_XYI, std2Q_XYICNOT
            from itertools import product
            from QGL.GSTTools import SingleQubitCliffordGST, gst_map_2Q
            # note the use of the germs_lite!
            gs = std2Q_XYICNOT
            gs_target = std2Q_XYICNOT.gs_target.copy()

            prep_fiducials = std2Q_XYICNOT.prepStrs
            effect_fiducials = std2Q_XYICNOT.effectStrs
            gs_germs = std2Q_XYICNOT.germs_lite
            #maxLengths = [1,2,4,8,16]
            maxLengths = [1,2]

            print('Creating GST sequences...')
            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), prep_fiducials, effect_fiducials, gs_germs, maxLengths)
        else:
            # list of GST gate strings
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST2Q/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_2Q(listOfExperiments, (self.q1, self.q2), qgl_map = gst_2Qgate_map(self.q1, self.q2), append_meas=True))

BBN-Q / QGL / tests / test_Sequences.py View on Github

def gst_2Qgate_map(q1, q2):
            return {"Gxi": X90(q1)*Id(q2),
                     "Gyi": Y90(q1)*Id(q2),
                     "Gii": Id(q1)*Id(q2),
                     "Gix": Id(q1)*X90(q2),
                     "Giy": Id(q1)*Y90(q2),
                     "Gcnot": CNOT_CR(q2,q1)}

        if GSTTools.PYGSTI_PRESENT:
            import pygsti
            from pygsti.construction import std1Q_XYI, std2Q_XYICNOT
            from itertools import product
            from QGL.GSTTools import SingleQubitCliffordGST, gst_map_2Q
            # note the use of the germs_lite!
            gs = std2Q_XYICNOT
            gs_target = std2Q_XYICNOT.gs_target.copy()

            prep_fiducials = std2Q_XYICNOT.prepStrs
            effect_fiducials = std2Q_XYICNOT.effectStrs
            gs_germs = std2Q_XYICNOT.germs_lite
            #maxLengths = [1,2,4,8,16]
            maxLengths = [1,2]

            print('Creating GST sequences...')
            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), prep_fiducials, effect_fiducials, gs_germs, maxLengths)
        else:
            # list of GST gate strings
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST2Q/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_2Q(listOfExperiments, (self.q1, self.q2), qgl_map = gst_2Qgate_map(self.q1, self.q2), append_meas=True))

        filenames = compile_to_hardware(seqs, 'GST/GST2Q')

BBN-Q / QGL / tests / test_Sequences.py View on Github

def test_1Q_GST(self):

        if istravis:
            raise unittest.SkipTest("FIX ME -- Figure out pygsti integration for Travis.")

        self.set_awg_dir('GST')
        # list of GST gate strings
        if GSTTools.PYGSTI_PRESENT:
            # generate the gate gatestrings
            import pygsti
            from pygsti.construction import std1Q_XYI

            #Create a data set
            gs_target = std1Q_XYI.gs_target
            fiducials = std1Q_XYI.fiducials
            germs = std1Q_XYI.germs
            maxLengths = [1,2,4]

            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), fiducials, fiducials, germs, maxLengths)
        else:
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_1Q(listOfExperiments, self.q1))
        filenames = compile_to_hardware(seqs, 'GST/GST')
        self.compare_sequences('GST')

BBN-Q / QGL / tests / test_Sequences.py View on Github

def test_1Q_GST(self):

        if istravis:
            raise unittest.SkipTest("FIX ME -- Figure out pygsti integration for Travis.")

        self.set_awg_dir('GST')
        # list of GST gate strings
        if GSTTools.PYGSTI_PRESENT:
            # generate the gate gatestrings
            import pygsti
            from pygsti.construction import std1Q_XYI

            #Create a data set
            gs_target = std1Q_XYI.gs_target
            fiducials = std1Q_XYI.fiducials
            germs = std1Q_XYI.germs
            maxLengths = [1,2,4]

            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), fiducials, fiducials, germs, maxLengths)
        else:
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_1Q(listOfExperiments, self.q1))
        filenames = compile_to_hardware(seqs, 'GST/GST')
        self.compare_sequences('GST')

BBN-Q / QGL / tests / test_Sequences.py View on Github

def test_1Q_GST(self):

        if istravis:
            raise unittest.SkipTest("FIX ME -- Figure out pygsti integration for Travis.")

        self.set_awg_dir('GST')
        # list of GST gate strings
        if GSTTools.PYGSTI_PRESENT:
            # generate the gate gatestrings
            import pygsti
            from pygsti.construction import std1Q_XYI

            #Create a data set
            gs_target = std1Q_XYI.gs_target
            fiducials = std1Q_XYI.fiducials
            germs = std1Q_XYI.germs
            maxLengths = [1,2,4]

            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), fiducials, fiducials, germs, maxLengths)
        else:
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_1Q(listOfExperiments, self.q1))
        filenames = compile_to_hardware(seqs, 'GST/GST')
        self.compare_sequences('GST')

BBN-Q / QGL / tests / test_Sequences.py View on Github

"Gii": Id(q1)*Id(q2),
                     "Gix": Id(q1)*X90(q2),
                     "Giy": Id(q1)*Y90(q2),
                     "Gcnot": CNOT_CR(q2,q1)}

        if GSTTools.PYGSTI_PRESENT:
            import pygsti
            from pygsti.construction import std1Q_XYI, std2Q_XYICNOT
            from itertools import product
            from QGL.GSTTools import SingleQubitCliffordGST, gst_map_2Q
            # note the use of the germs_lite!
            gs = std2Q_XYICNOT
            gs_target = std2Q_XYICNOT.gs_target.copy()

            prep_fiducials = std2Q_XYICNOT.prepStrs
            effect_fiducials = std2Q_XYICNOT.effectStrs
            gs_germs = std2Q_XYICNOT.germs_lite
            #maxLengths = [1,2,4,8,16]
            maxLengths = [1,2]

            print('Creating GST sequences...')
            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), prep_fiducials, effect_fiducials, gs_germs, maxLengths)
        else:
            # list of GST gate strings
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST2Q/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_2Q(listOfExperiments, (self.q1, self.q2), qgl_map = gst_2Qgate_map(self.q1, self.q2), append_meas=True))

        filenames = compile_to_hardware(seqs, 'GST/GST2Q')
        self.compare_sequences('GST2Q')

BBN-Q / QGL / tests / test_Sequences.py View on Github

"Gyi": Y90(q1)*Id(q2),
                     "Gii": Id(q1)*Id(q2),
                     "Gix": Id(q1)*X90(q2),
                     "Giy": Id(q1)*Y90(q2),
                     "Gcnot": CNOT_CR(q2,q1)}

        if GSTTools.PYGSTI_PRESENT:
            import pygsti
            from pygsti.construction import std1Q_XYI, std2Q_XYICNOT
            from itertools import product
            from QGL.GSTTools import SingleQubitCliffordGST, gst_map_2Q
            # note the use of the germs_lite!
            gs = std2Q_XYICNOT
            gs_target = std2Q_XYICNOT.gs_target.copy()

            prep_fiducials = std2Q_XYICNOT.prepStrs
            effect_fiducials = std2Q_XYICNOT.effectStrs
            gs_germs = std2Q_XYICNOT.germs_lite
            #maxLengths = [1,2,4,8,16]
            maxLengths = [1,2]

            print('Creating GST sequences...')
            listOfExperiments = pygsti.construction.make_lsgst_experiment_list(gs_target.gates.keys(), prep_fiducials, effect_fiducials, gs_germs, maxLengths)
        else:
            # list of GST gate strings
            listOfExperiments = list(np.load('tests/test_data/awg/TestAPS2/GST/GST2Q/listOfExperiments.npy'))

        seqs = list(GSTTools.gst_map_2Q(listOfExperiments, (self.q1, self.q2), qgl_map = gst_2Qgate_map(self.q1, self.q2), append_meas=True))

        filenames = compile_to_hardware(seqs, 'GST/GST2Q')
        self.compare_sequences('GST2Q')

How to use pyGSTi - 10 common examples

To help you get started, we’ve selected a few pyGSTi examples, based on popular ways it is used in public projects.

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