add coinflipping example

QuTech-Delft · Mar 17, 2022 · 0013812 · 0013812
1 parent ac3c9b7
commit 0013812
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diff --git a/analysis/fidelity_constraint/bqc_nv_constraint.py b/analysis/fidelity_constraint/bqc_nv_constraint.py
diff --git a/analysis/fidelity_constraint/config_nv.yaml b/analysis/fidelity_constraint/config_nv.yaml
@@ -27,8 +27,8 @@ link_cfg: &link_cfg
   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
+  # prob_success: 1
+  prob_success: 0.0005
   t_cycle: 5.e+3
 
 links:

diff --git a/analysis/fidelity_constraint/plot.py b/analysis/fidelity_constraint/plot.py
@@ -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()
diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_115239.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_115239.png
diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120122.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120122.png
diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120357.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_120357.png
diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_121001.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_121001.png
diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_132351.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_132351.png
diff --git a/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_133556.png b/analysis/fidelity_constraint/plots/bqc_sweep_host_qnos_latency_20220307_133556.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133659.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133659.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133919.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_133919.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_135509.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_135509.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_141836.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_141836.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142239.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142239.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142311.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142311.png
diff --git a/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142741.png b/...elity_constraint/plots/bqc_sweep_host_qnos_latency_duration_20220307_142741.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_133659.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_133659.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_133919.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_133919.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_135509.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_135509.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_141836.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_141836.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142311.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142311.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142741.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_142741.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_143104.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_143104.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_143513.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_143513.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144159.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144159.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144508.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144508.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144858.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_144858.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150051.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150051.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150724.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150724.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150905.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_150905.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_151910.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_151910.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_152826.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_152826.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_153802.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_153802.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_154030.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_154030.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_160652.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_160652.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_161151.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_161151.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_162118.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220307_162118.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_103101.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_103101.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_103442.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_103442.png
diff --git a/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_105021.png b/...ity_constraint/plots/bqc_sweep_host_qnos_latency_error_rate_20220308_105021.png
diff --git a/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_132351.json b/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_132351.json
@@ -0,0 +1,204 @@
+{
+    "nqasm_retry": {
+        "1000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 28479400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "2000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 34224400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "3000000": {
+            "error_rate": 1.0,
+            "duration": {
+                "mean": 107224400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 2.0,
+                "std_error": 0.0
+            }
+        },
+        "4000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 40204400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "5000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 54094400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "6000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 55014400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "7000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 64864400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "8000000": {
+            "error_rate": 1.0,
+            "duration": {
+                "mean": 77409400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "9000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 73459400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        }
+    },
+    "host_retry": {
+        "1000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 132144400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 5.0,
+                "std_error": 0.0
+            }
+        },
+        "2000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 89354400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 4.0,
+                "std_error": 0.0
+            }
+        },
+        "3000000": {
+            "error_rate": 1.0,
+            "duration": {
+                "mean": 94609400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 3.0,
+                "std_error": 0.0
+            }
+        },
+        "4000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 82724400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 3.0,
+                "std_error": 0.0
+            }
+        },
+        "5000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 36844400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 1.0,
+                "std_error": 0.0
+            }
+        },
+        "6000000": {
+            "error_rate": 1.0,
+            "duration": {
+                "mean": 193999400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 5.0,
+                "std_error": 0.0
+            }
+        },
+        "7000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 210154400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 5.0,
+                "std_error": 0.0
+            }
+        },
+        "8000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 133564400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 3.0,
+                "std_error": 0.0
+            }
+        },
+        "9000000": {
+            "error_rate": 0.0,
+            "duration": {
+                "mean": 198339400.0,
+                "std_error": 0.0
+            },
+            "attempt_coutn": {
+                "mean": 5.0,
+                "std_error": 0.0
+            }
+        }
+    }
+}
diff --git a/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133555.json b/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133555.json
@@ -0,0 +1 @@
+{"nqasm_retry": {"1000000": {"error_rate": 0.0, "duration": {"mean": 20989400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "2000000": {"error_rate": 0.0, "duration": {"mean": 28919400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "3000000": {"error_rate": 0.0, "duration": {"mean": 130279400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 2.0, "std_error": 0.0}}, "4000000": {"error_rate": 0.0, "duration": {"mean": 49984400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "5000000": {"error_rate": 1.0, "duration": {"mean": 62069400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "6000000": {"error_rate": 0.0, "duration": {"mean": 64379400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "7000000": {"error_rate": 0.0, "duration": {"mean": 68004400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "8000000": {"error_rate": 0.0, "duration": {"mean": 63664400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "9000000": {"error_rate": 0.0, "duration": {"mean": 76419400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}}, "host_retry": {"1000000": {"error_rate": 0.0, "duration": {"mean": 100754400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 4.0, "std_error": 0.0}}, "2000000": {"error_rate": 0.0, "duration": {"mean": 174909400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 8.0, "std_error": 0.0}}, "3000000": {"error_rate": 0.0, "duration": {"mean": 119849400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 6.0, "std_error": 0.0}}, "4000000": {"error_rate": 0.0, "duration": {"mean": 36559400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "5000000": {"error_rate": 0.0, "duration": {"mean": 81889400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 2.0, "std_error": 0.0}}, "6000000": {"error_rate": 0.0, "duration": {"mean": 187354400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 4.0, "std_error": 0.0}}, "7000000": {"error_rate": 0.0, "duration": {"mean": 329184400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 9.0, "std_error": 0.0}}, "8000000": {"error_rate": 0.0, "duration": {"mean": 58249400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}, "9000000": {"error_rate": 1.0, "duration": {"mean": 62199400.0, "std_error": 0.0}, "attempt_coutn": {"mean": 1.0, "std_error": 0.0}}}}
diff --git a/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133638.json b/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133638.json
@@ -0,0 +1 @@
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diff --git a/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133659.json b/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133659.json
@@ -0,0 +1 @@
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diff --git a/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133919.json b/analysis/fidelity_constraint/sweep_data_bqc/host_qnos_latency_20220307_133919.json
@@ -0,0 +1 @@
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Original file line number	Diff line number	Diff line change
		@@ -0,0 +1 @@
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