diff --git a/qiskit_experiments/curve_analysis/curve_analysis.py b/qiskit_experiments/curve_analysis/curve_analysis.py index 6cd5a2572d..83e7db0d67 100644 --- a/qiskit_experiments/curve_analysis/curve_analysis.py +++ b/qiskit_experiments/curve_analysis/curve_analysis.py @@ -1152,6 +1152,11 @@ def _run_analysis( # pylint: disable=assignment-from-none quality = self._evaluate_quality(fit_data=fit_result) + fit_models = { + series_def.name: series_def.model_description or "no description" + for series_def in self.__series__ + } + # overview entry analysis_results.append( AnalysisResultData( @@ -1163,6 +1168,7 @@ def _run_analysis( "popt_keys": fit_result.popt_keys, "dof": fit_result.dof, "covariance_mat": fit_result.pcov, + "fit_models": fit_models, }, ) ) diff --git a/qiskit_experiments/curve_analysis/curve_data.py b/qiskit_experiments/curve_analysis/curve_data.py index b729ad80b6..3651710f5d 100644 --- a/qiskit_experiments/curve_analysis/curve_data.py +++ b/qiskit_experiments/curve_analysis/curve_data.py @@ -43,6 +43,9 @@ class SeriesDef: # Whether to plot fit uncertainty for this line. plot_fit_uncertainty: bool = False + # Latex description of this fit model + model_description: Optional[str] = None + @dataclasses.dataclass(frozen=True) class CurveData: diff --git a/qiskit_experiments/curve_analysis/fit_function.py b/qiskit_experiments/curve_analysis/fit_function.py index c7f04c0888..849e7feea4 100644 --- a/qiskit_experiments/curve_analysis/fit_function.py +++ b/qiskit_experiments/curve_analysis/fit_function.py @@ -45,7 +45,7 @@ def sin( .. math:: y = {\rm amp} \sin\left(2 \pi {\fm freq} x + {\rm phase}\right) + {\rm baseline} """ - return amp * np.cos(2 * np.pi * freq * x + phase) + baseline + return amp * np.sin(2 * np.pi * freq * x + phase) + baseline def exponential_decay( diff --git a/qiskit_experiments/library/calibration/analysis/drag_analysis.py b/qiskit_experiments/library/calibration/analysis/drag_analysis.py index 77bb0fcdef..e3309c7c90 100644 --- a/qiskit_experiments/library/calibration/analysis/drag_analysis.py +++ b/qiskit_experiments/library/calibration/analysis/drag_analysis.py @@ -64,6 +64,8 @@ class DragCalAnalysis(curve.CurveAnalysis): name="series-0", filter_kwargs={"series": 0}, plot_symbol="o", + model_description=r"{\rm amp} \cos\left(2 \pi\cdot {\rm freq}_0\cdot x " + r"- 2 \pi \beta\right) + {\rm base}", ), curve.SeriesDef( fit_func=lambda x, amp, freq0, freq1, freq2, beta, base: cos( @@ -73,6 +75,8 @@ class DragCalAnalysis(curve.CurveAnalysis): name="series-1", filter_kwargs={"series": 1}, plot_symbol="^", + model_description=r"{\rm amp} \cos\left(2 \pi\cdot {\rm freq}_1\cdot x " + r"- 2 \pi \beta\right) + {\rm base}", ), curve.SeriesDef( fit_func=lambda x, amp, freq0, freq1, freq2, beta, base: cos( @@ -82,6 +86,8 @@ class DragCalAnalysis(curve.CurveAnalysis): name="series-2", filter_kwargs={"series": 2}, plot_symbol="v", + model_description=r"{\rm amp} \cos\left(2 \pi\cdot {\rm freq}_2\cdot x " + r"- 2 \pi \beta\right) + {\rm base}", ), ] diff --git a/qiskit_experiments/library/calibration/analysis/fine_amplitude_analysis.py b/qiskit_experiments/library/calibration/analysis/fine_amplitude_analysis.py index 6d31e55e52..1453256227 100644 --- a/qiskit_experiments/library/calibration/analysis/fine_amplitude_analysis.py +++ b/qiskit_experiments/library/calibration/analysis/fine_amplitude_analysis.py @@ -71,6 +71,8 @@ class FineAmplitudeAnalysis(curve.CurveAnalysis): baseline=base, ), plot_color="blue", + model_description=r"\frac{{\rm amp}}{2}\cos\left(x[{\rm d}\theta + {\rm apg} ] " + r"+ {\rm phase\_offset}\right)+{\rm base}", ) ] diff --git a/qiskit_experiments/library/calibration/analysis/oscillation_analysis.py b/qiskit_experiments/library/calibration/analysis/oscillation_analysis.py index 4a5ade35ad..3af5f4b535 100644 --- a/qiskit_experiments/library/calibration/analysis/oscillation_analysis.py +++ b/qiskit_experiments/library/calibration/analysis/oscillation_analysis.py @@ -59,6 +59,8 @@ class OscillationAnalysis(curve.CurveAnalysis): x, amp=amp, freq=freq, phase=phase, baseline=base ), plot_color="blue", + model_description=r"{\rm amp} \cos\left(2 \pi\cdot {\rm freq}\cdot x " + r"+ {\rm phase}\right) + {\rm base}", ) ] diff --git a/qiskit_experiments/library/characterization/resonance_analysis.py b/qiskit_experiments/library/characterization/resonance_analysis.py index 55afce464d..b599c6ccb5 100644 --- a/qiskit_experiments/library/characterization/resonance_analysis.py +++ b/qiskit_experiments/library/characterization/resonance_analysis.py @@ -62,6 +62,7 @@ class ResonanceAnalysis(curve.CurveAnalysis): x, amp=a, sigma=sigma, x0=freq, baseline=b ), plot_color="blue", + model_description=r"a \exp(-(x-f)^2/(2\sigma^2)) + b", ) ] diff --git a/qiskit_experiments/library/randomized_benchmarking/interleaved_rb_analysis.py b/qiskit_experiments/library/randomized_benchmarking/interleaved_rb_analysis.py index 19f10ab22f..b7e275f13c 100644 --- a/qiskit_experiments/library/randomized_benchmarking/interleaved_rb_analysis.py +++ b/qiskit_experiments/library/randomized_benchmarking/interleaved_rb_analysis.py @@ -103,6 +103,7 @@ class InterleavedRBAnalysis(RBAnalysis): plot_color="red", plot_symbol=".", plot_fit_uncertainty=True, + model_description=r"a \alpha^{x} + b", ), curve.SeriesDef( name="Interleaved", @@ -113,6 +114,7 @@ class InterleavedRBAnalysis(RBAnalysis): plot_color="orange", plot_symbol="^", plot_fit_uncertainty=True, + model_description=r"a (\alpha_c\alpha)^{x} + b", ), ] diff --git a/qiskit_experiments/library/randomized_benchmarking/rb_analysis.py b/qiskit_experiments/library/randomized_benchmarking/rb_analysis.py index 2113a0cd74..c7283298cb 100644 --- a/qiskit_experiments/library/randomized_benchmarking/rb_analysis.py +++ b/qiskit_experiments/library/randomized_benchmarking/rb_analysis.py @@ -62,6 +62,7 @@ class RBAnalysis(curve.CurveAnalysis): ), plot_color="blue", plot_fit_uncertainty=True, + model_description=r"a \alpha^x + b", ) ] diff --git a/releasenotes/notes/add-fit-models-e9b82e9d6c2aef43.yaml b/releasenotes/notes/add-fit-models-e9b82e9d6c2aef43.yaml new file mode 100644 index 0000000000..94bbb1f044 --- /dev/null +++ b/releasenotes/notes/add-fit-models-e9b82e9d6c2aef43.yaml @@ -0,0 +1,8 @@ +--- +other: + - | + ``model_description`` is added to + :py:class:`~qiskit_experiments.curve_analysis.curve_data.SeriesDef`. + This field stores the string representation of the fit model of the curve. + This information is appended to the analysis result and will be + saved in the result database (if possible). diff --git a/test/curve_analysis/test_curve_fit.py b/test/curve_analysis/test_curve_fit.py index b6c0fdd35d..bae0b613d8 100644 --- a/test/curve_analysis/test_curve_fit.py +++ b/test/curve_analysis/test_curve_fit.py @@ -113,6 +113,7 @@ def setUp(self): x, amp=p0, lamb=p1, baseline=p4 ), filter_kwargs={"type": 1, "valid": True}, + model_description=r"p_0 * \exp(p_1 x) + p4", ), SeriesDef( name="curve2", @@ -120,6 +121,7 @@ def setUp(self): x, amp=p0, lamb=p2, baseline=p4 ), filter_kwargs={"type": 2, "valid": True}, + model_description=r"p_0 * \exp(p_2 x) + p4", ), SeriesDef( name="curve3", @@ -127,6 +129,7 @@ def setUp(self): x, amp=p0, lamb=p3, baseline=p4 ), filter_kwargs={"type": 3, "valid": True}, + model_description=r"p_0 * \exp(p_3 x) + p4", ), ], ) @@ -321,6 +324,7 @@ def test_run_single_curve_analysis(self): fit_func=lambda x, p0, p1, p2, p3: fit_function.exponential_decay( x, amp=p0, lamb=p1, x0=p2, baseline=p3 ), + model_description=r"p_0 \exp(p_1 x + p_2) + p_3", ) ], ) @@ -347,6 +351,7 @@ def test_run_single_curve_analysis(self): np.testing.assert_array_almost_equal(result.value.value, ref_popt, decimal=self.err_decimal) self.assertEqual(result.extra["dof"], 46) self.assertListEqual(result.extra["popt_keys"], ["p0", "p1", "p2", "p3"]) + self.assertDictEqual(result.extra["fit_models"], {"curve1": r"p_0 \exp(p_1 x + p_2) + p_3"}) # special entry formatted for database result = results[1] diff --git a/test/randomized_benchmarking/rb_interleaved_1qubit_output_analysis.json b/test/randomized_benchmarking/rb_interleaved_1qubit_output_analysis.json index 7c46faa182..0bb602d396 100644 --- a/test/randomized_benchmarking/rb_interleaved_1qubit_output_analysis.json +++ b/test/randomized_benchmarking/rb_interleaved_1qubit_output_analysis.json @@ -1 +1 @@ -[{"name": "@Parameters_InterleavedRBAnalysis", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": {"__type__": "array", "__value__": [0.5116650227730736, 0.9994768276408555, 0.9979725591597532, 0.4884021095472425]}, "stderr": {"__type__": "array", "__value__": [0.006437954091857918, 1.4847358402650982e-05, 6.882915444481367e-05, 0.006675424355241532]}, "unit": null}}}, "extra": {"popt_keys": ["a", "alpha", "alpha_c", "b"], "dof": 16, "covariance_mat": {"__type__": "array", "__value__": [[4.144725288887011e-05, 4.533933132185307e-08, 3.746653829699993e-07, -4.023979858687134e-05], [4.5339331321853074e-08, 2.2044405153677072e-10, 6.432549372321611e-10, -6.928087572143161e-08], [3.746653829699994e-07, 6.432549372321611e-10, 4.737452501588013e-09, -4.2638270013676844e-07], [-4.023979858687135e-05, -6.92808757214316e-08, -4.2638270013676844e-07, 4.456129032255182e-05]]}}}, {"name": "alpha", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": 0.9994768276408555, "stderr": 1.4847358402650982e-05, "unit": null}}}, "extra": {}}, {"name": "alpha_c", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": 0.9979725591597532, "stderr": 6.882915444481367e-05, "unit": null}}}, "extra": {}}, {"name": "EPC", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": 0.0010137204201233763, "stderr": 3.4414577222406835e-05, "unit": null}}}, "extra": {"EPC_systematic_err": 0.0010137204201233763, "EPC_systematic_bounds": [0.0, 0.0020274408402467525]}}] \ No newline at end of file +[{"name": "@Parameters_InterleavedRBAnalysis", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": {"__type__": "array", "__value__": [0.5034561671663651, 0.9994727949681657, 0.9977551279697571, 0.49581463461118536]}, "stderr": {"__type__": "array", "__value__": [0.010251156479303655, 2.5780778918330006e-05, 0.00012837420188229864, 0.010490177588586015]}, "unit": null}}}, "extra": {"popt_keys": ["a", "alpha", "alpha_c", "b"], "dof": 16, "covariance_mat": {"__type__": "array", "__value__": [[0.00010508620916316932, 1.0217443095675483e-07, 1.0661366451271264e-06, -9.865292651801042e-05], [1.0217443095675484e-07, 6.646485616358089e-10, 1.943773589454093e-09, -1.776204727970427e-07], [1.0661366451271262e-06, 1.9437735894540925e-09, 1.6479935708917166e-08, -1.233244622053204e-06], [-9.865292651801042e-05, -1.776204727970427e-07, -1.233244622053204e-06, 0.0001100438258400723]]}, "fit_models": {"Standard": "a \\alpha^{x} + b", "Interleaved": "a (\\alpha_c\\alpha)^{x} + b"}}}, {"name": "alpha", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": 0.9994727949681657, "stderr": 2.5780778918330006e-05, "unit": null}}}, "extra": {}}, {"name": "alpha_c", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": 0.9977551279697571, "stderr": 0.00012837420188229864, "unit": null}}}, "extra": {}}, {"name": "EPC", "value": {"__type__": "__object__", "__value__": {"__name__": "FitVal", "__module__": "qiskit_experiments.database_service.db_fitval", "__kwargs__": {"value": 0.001122436015121464, "stderr": 6.418710094114932e-05, "unit": null}}}, "extra": {"EPC_systematic_err": 0.001122436015121464, "EPC_systematic_bounds": [0.0, 0.002244872030242928]}}] \ No newline at end of file diff --git a/test/randomized_benchmarking/rb_interleaved_1qubit_output_data.json b/test/randomized_benchmarking/rb_interleaved_1qubit_output_data.json index 72bb836946..ea890310cd 100644 --- a/test/randomized_benchmarking/rb_interleaved_1qubit_output_data.json +++ b/test/randomized_benchmarking/rb_interleaved_1qubit_output_data.json @@ -1 +1 @@ -[{"num_qubits": 1, "physical_qubits": [0], "lengths": [1, 101, 201, 301, 401, 501, 601, 701, 801, 901], "num_samples": 3, "seed": 100, "interleaved_element": "x"}, [{"counts": {"0": 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