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Retry evaluation #20

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653 changes: 653 additions & 0 deletions analysis/fidelity_constraint/bqc_nv_constraint.py

Large diffs are not rendered by default.

39 changes: 39 additions & 0 deletions analysis/fidelity_constraint/config_nv.yaml
Original file line number Diff line number Diff line change
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qdevice_cfg: &qdevice_cfg
num_qubits: 2
# electron_T1: 10.e+6
# electron_T2: 10.e+6
# carbon_T1: 100.e+6
# carbon_T2: 100.e+6
init_time: 1.e+1
single_qubit_gate_time: 1.e+1
two_qubit_gate_time: 1.e+1
measurement_time: 1.e+1

stacks:
- name: client
qdevice_typ: nv
qdevice_cfg:
<<: *qdevice_cfg
host_qnos_latency: 1e6
- name: server
qdevice_typ: nv
qdevice_cfg:
<<: *qdevice_cfg
host_qnos_latency: 1e6

link_cfg: &link_cfg
# fidelity: 0.75
# fidelity: 0.99
fidelity: 1
# prob_success: 5.e-5 # 1 / 20_000
# prob_success: 2.e-4 # 1 / 5_000
# prob_success: 1
prob_success: 0.0005
t_cycle: 5.e+3

links:
- stack1: client
stack2: server
typ: depolarise
cfg:
<<: *link_cfg
86 changes: 86 additions & 0 deletions analysis/fidelity_constraint/plot.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,86 @@
import datetime
import json
import os
from pathlib import Path

import matplotlib.pyplot as plt

COMPILE_VERSIONS = ["nqasm_retry", "host_retry"]
FORMATS = {
"nqasm_retry": "-ro",
"host_retry": "-bs",
}
FORMATS_2 = {
"nqasm_retry": "--ro",
"host_retry": "--bo",
}
VERSION_LABELS = {
"nqasm_retry": "NetQASM retry",
"host_retry": "Host retry",
}

X_LABELS = {
"fidelity": "Fidelity",
"rate": "Success probability per entanglement attempt",
"t2": "T2 (ns)",
"gate_noise": "2-qubit gate depolarising probability",
"gate_noise_trap": "2-qubit gate depolarising probability",
"gate_time": "2-qubit gate duration (ms)",
"gate_time_trap": "2-qubit gate duration (ms)",
"latency": "Host <-> QNodeOS latency (ms)",
}


def create_png(param_name):
output_dir = os.path.join(os.path.dirname(__file__), "plots")
Path(output_dir).mkdir(parents=True, exist_ok=True)
timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
output_path = os.path.join(output_dir, f"bqc_sweep_{param_name}_{timestamp}.png")
plt.savefig(output_path)
print(f"plot written to {output_path}")


def plot_host_qnos_latency(data: Dict[float, SimulationOutput]):
param_name = "host_qnos_latency"

data_path = os.path.join(
os.path.dirname(__file__), f"sweep_data_bqc/sweep_{param_name}.json"
)

with open(data_path, "r") as f:
all_data = json.load(f)

fig, ax = plt.subplots()

ax.grid()
ax.set_xlabel(X_LABELS[param_name])
ax.set_ylabel("Error rate")

for version in COMPILE_VERSIONS:
data = all_data[version]
sweep_values = [v["sweep_value"] for v in data]
error_rates = [v["error_rate"] for v in data]
std_errs = [v["std_err"] for v in data]
ax.errorbar(
x=sweep_values,
y=error_rates,
yerr=std_errs,
fmt=FORMATS[version],
label=VERSION_LABELS[version],
)

ax.set_title(
"BQC trap round error rate vs two-qubit gate noise probability",
wrap=True,
)

# ax.set_ylim(0.10, 0.35)
# ax.axhline(y=0.25, color="red", label="BQC threshold")
ax.legend()
# plt.tight_layout()

create_png(param_name)


if __name__ == "__main__":
plot_gate_noise_trap()
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Original file line number Diff line number Diff line change
@@ -0,0 +1,204 @@
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"host_retry": {
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}
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
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Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
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Original file line number Diff line number Diff line change
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