Make crosstalk diagnostics

import trueq as tq
import trueq.assessments as tqa

# Generate a circuit collection to run cross-talk diagnostics in single qubit
# mode for qubits 5, 6, 7, and 8.
circuits = tqa.make_crosstalk_diagnostics([5, 6, 7, 8], [4, 100])

# If we think that simultaneous gates will make the gates at most 5 times worse,
# then we should tell it about this ratio to get appropriate sequence lengths.
circuits = tqa.make_crosstalk_diagnostics([5, 6, 7, 8], [4, 100], simul_ratio=0.2)

# Reduce the number of circuits to perform by excluding XRB circuits.
# This means we cannot learn about incoherence when analyzing data.
circuits = tqa.make_crosstalk_diagnostics([5, 6, 7, 8], [4, 100], include_xrb=False)

# We can also specify that some pairs of qubits undergo two-qubit gates.
circuits = tqa.make_crosstalk_diagnostics([5, [6, 7], 8], [4, 100], include_xrb=False)

# Using the subsets option, we can customize exactly which subsets of the full
# simultaneous twirl are performed in isolation. Here, the default value would
# have resulted in subsets [[5], [6], [7, 8]].
circuits = tqa.make_crosstalk_diagnostics(
    [5, 6, [7, 8]], [4, 100], subsets=[[5], [5, 6]]
)

# Initialize a Simulator.
sim = tq.Simulator().add_stochastic_pauli(px=0.01, py=0.03)

# Run crosstalk diagnostic circuits on the simulator and produce a fit summary.
# Note that for brevity, we run only the last set of circuits.
sim.run(circuits)
circuits.fit([5, [5, 6]])
SRB on [5] with (('C', 5),)
Name
Estimate
95% CI
 
Description
r
1.388
[0.964,1.812]
e-02
Average gate infidelity of the error map
A
0.846
[0.794,0.898]
SPAM of the exponential decay A * p ** m
p
0.972
[0.964,0.981]
Decay rate of the exponential decay A * p ** m
SRB on [5] with (('C', 5), ('C', 6))
Name
Estimate
95% CI
 
Description
r
9.500
[8.985,10.0]
e-02
Average gate infidelity of the error map
A
1.635
[1.635,1.635]
SPAM of the exponential decay A * p ** m
p
0.810
[0.800,0.820]
Decay rate of the exponential decay A * p ** m
SRB on [5] with (('C', 5), ('C', 6), ('C', 7, 8))
Name
Estimate
95% CI
 
Description
r
3.577
[1.337,5.816]
e-02
Average gate infidelity of the error map
A
0.981
[0.784,1.179]
SPAM of the exponential decay A * p ** m
p
0.928
[0.884,0.973]
Decay rate of the exponential decay A * p ** m
SRB on [5, 6] with (('C', 5), ('C', 6))
Name
Estimate
95% CI
 
Description
r
0.148
[0.133,0.162]
Average gate infidelity of the error map
A
1.238
[1.238,1.238]
SPAM of the exponential decay A * p ** m
p
0.803
[0.783,0.823]
Decay rate of the exponential decay A * p ** m
SRB on [5, 6] with (('C', 5), ('C', 6), ('C', 7, 8))
Name
Estimate
95% CI
 
Description
r
0.248
[0.240,0.257]
Average gate infidelity of the error map
A
2.726
[2.726,2.726]
SPAM of the exponential decay A * p ** m
p
0.669
[0.658,0.681]
Decay rate of the exponential decay A * p ** m
XRB on [5] with (('C', 5),)
Name
Estimate
95% CI
 
Description
ru
6.229
[5.364,7.093]
e-03
Average gate infidelity of systematic coherent error, d * (1 - sqrt(u)) / (d - 1), so that it is bounded between 0 and r from SRB
inc
0.449
[0.298,0.599]
Incoherence, 0 indicates entirely unitary noise and 1 indicates entirely depolarizing noise
A
0.682
[0.536,0.828]
SPAM of the exponential decay A * u ** m
u
0.975
[0.972,0.979]
Decay rate of the exponential decay A * u ** m
XRB on [5] with (('C', 5), ('C', 6))
Name
Estimate
95% CI
 
Description
ru
5.911
[5.143,6.680]
e-03
Average gate infidelity of systematic coherent error, d * (1 - sqrt(u)) / (d - 1), so that it is bounded between 0 and r from SRB
inc
6.223
[5.346,7.099]
e-02
Incoherence, 0 indicates entirely unitary noise and 1 indicates entirely depolarizing noise
A
0.686
[0.617,0.756]
SPAM of the exponential decay A * u ** m
u
0.976
[0.973,0.980]
Decay rate of the exponential decay A * u ** m
XRB on [5] with (('C', 5), ('C', 6), ('C', 7, 8))
Name
Estimate
95% CI
 
Description
ru
7.957
[7.227,8.688]
e-03
Average gate infidelity of systematic coherent error, d * (1 - sqrt(u)) / (d - 1), so that it is bounded between 0 and r from SRB
inc
0.222
[0.082,0.363]
Incoherence, 0 indicates entirely unitary noise and 1 indicates entirely depolarizing noise
A
0.693
[0.610,0.777]
SPAM of the exponential decay A * u ** m
u
0.968
[0.966,0.971]
Decay rate of the exponential decay A * u ** m
XRB on [5, 6] with (('C', 5), ('C', 6))
Name
Estimate
95% CI
 
Description
ru
5.183
[3.486,6.880]
e-03
Average gate infidelity of systematic coherent error, d * (1 - sqrt(u)) / (d - 1), so that it is bounded between 0 and r from SRB
inc
3.507
[2.307,4.707]
e-02
Incoherence, 0 indicates entirely unitary noise and 1 indicates entirely depolarizing noise
A
0.220
[0.156,0.285]
SPAM of the exponential decay A * u ** m
u
0.986
[0.982,0.991]
Decay rate of the exponential decay A * u ** m
XRB on [5, 6] with (('C', 5), ('C', 6), ('C', 7, 8))
Name
Estimate
95% CI
 
Description
ru
5.472
[3.702,7.241]
e-03
Average gate infidelity of systematic coherent error, d * (1 - sqrt(u)) / (d - 1), so that it is bounded between 0 and r from SRB
inc
2.205
[1.488,2.923]
e-02
Incoherence, 0 indicates entirely unitary noise and 1 indicates entirely depolarizing noise
A
0.201
[0.136,0.266]
SPAM of the exponential decay A * u ** m
u
0.985
[0.981,0.990]
Decay rate of the exponential decay A * u ** m


Total running time of the script: ( 0 minutes 9.446 seconds)

Gallery generated by Sphinx-Gallery