DayaBay Profiling: results
Daya Bay v0
May 2, 2025 22:52
CPU: Intel(R) Core(TM) 5 120U
Node Profiling
Node Profiling 0x74b47614e740, n_runs for each node: 20000
sort by: `%_of_total`, group by: `type`
+----+----------------------------------+---------+-------------+-------------+--------------+
| | type | count | t_single | t_sum | %_of_total |
|----+----------------------------------+---------+-------------+-------------+--------------|
| 0 | Cholesky | 20 | 0.000364385 | 0.0072877 | 27.532 |
| 1 | Product | 3,666 | 1.62079e-06 | 0.00594183 | 22.4475 |
| 2 | Sum | 183 | 2.63475e-05 | 0.00482159 | 18.2154 |
| 3 | NueSurvivalProbability | 48 | 5.20687e-05 | 0.0024993 | 9.44204 |
| 4 | NormalizeCorrelatedVarsTwoWays | 1,067 | 1.26931e-06 | 0.00135436 | 5.11659 |
| 5 | RenormalizeDiag | 8 | 0.000162719 | 0.00130175 | 4.91786 |
| 6 | SumMatOrDiag | 3 | 0.000364499 | 0.0010935 | 4.1311 |
| 7 | VectorMatrixProduct | 105 | 4.96522e-06 | 0.000521348 | 1.96959 |
| 8 | Concatenation | 7 | 6.69863e-05 | 0.000468904 | 1.77146 |
| 9 | Chi2 | 7 | 6.50426e-05 | 0.000455298 | 1.72006 |
| 10 | EnergyResolutionMatrixBC | 1 | 0.000268553 | 0.000268553 | 1.01456 |
| 11 | ElSumSq | 20 | 1.14579e-05 | 0.000229158 | 0.865732 |
| 12 | Division | 96 | 1.34928e-06 | 0.000129531 | 0.489353 |
| 13 | AxisDistortionMatrixLinearLegacy | 8 | 8.77516e-06 | 7.02013e-05 | 0.265212 |
| 14 | View | 45 | 2.20103e-07 | 9.90462e-06 | 0.0374185 |
| 15 | LogProdDiag | 1 | 5.67591e-06 | 5.67591e-06 | 0.0214429 |
| 16 | RebinMatrix | 2 | 1.96413e-06 | 3.92827e-06 | 0.0148405 |
| 17 | CNPStat | 1 | 3.72329e-06 | 3.72329e-06 | 0.0140662 |
| 18 | EnergyResolutionSigmaRelABC | 1 | 2.37179e-06 | 2.37179e-06 | 0.00896032 |
| 19 | Monotonize | 1 | 1.25783e-06 | 1.25783e-06 | 0.00475193 |
+----+----------------------------------+---------+-------------+-------------+--------------+
total estimations time / n_runs: 0.026469877 sec.
total estimations time: 529.397531 sec.Memory Profiling
Memory Profiling 0x74b44f110120, sort by: `size_sum`, group by: `type`
+----+----------------------------------+--------------+------------+
| | type | node_count | size_sum |
|----+----------------------------------+--------------+------------|
| 0 | MatrixProductDDt | 13 | 59,439,744 |
| 1 | Product | 3,666 | 22,283,336 |
| 2 | Cholesky | 20 | 13,736,032 |
| 3 | SumMatOrDiag | 3 | 13,716,864 |
| 4 | Jacobian | 13 | 6,610,464 |
| 5 | Sum | 183 | 5,138,304 |
| 6 | AxisDistortionMatrixLinearLegacy | 8 | 3,686,400 |
| 7 | RenormalizeDiag | 8 | 3,686,400 |
| 8 | Array | 4,682 | 2,107,992 |
| 9 | NueSurvivalProbability | 48 | 1,382,400 |
| 10 | IntegratorCore | 384 | 737,280 |
| 11 | Division | 96 | 606,528 |
| 12 | InterpolatorCore | 23 | 521,096 |
| 13 | EnergyResolutionMatrixBC | 1 | 460,800 |
| 14 | RebinMatrix | 2 | 138,240 |
| 15 | VectorMatrixProduct | 105 | 133,056 |
| 16 | IntegratorSampler | 1 | 86,400 |
| 17 | SegmentIndex | 7 | 73,060 |
| 18 | EeToEnu | 1 | 28,800 |
| 19 | IBDXsecVBO1 | 1 | 28,800 |
| 20 | Jacobian_dEnu_dEe | 1 | 28,800 |
| 21 | NormalizeCorrelatedVarsTwoWays | 1,067 | 17,488 |
| 22 | Concatenation | 7 | 15,712 |
| 23 | MonteCarloLoc | 2 | 12,096 |
| 24 | View | 45 | 9,960 |
| 25 | MonteCarloShape | 1 | 8,744 |
| 26 | CNPStat | 1 | 6,048 |
| 27 | Proxy | 1 | 6,048 |
| 28 | ArraySum | 552 | 4,416 |
| 29 | Monotonize | 1 | 1,928 |
| 30 | BinCenter | 1 | 1,920 |
| 31 | EnergyResolutionSigmaRelABC | 1 | 1,920 |
| 32 | CovmatrixFromCormatrix | 14 | 1,024 |
| 33 | InverseSquareLaw | 48 | 384 |
| 34 | Exp | 1 | 192 |
| 35 | ElSumSq | 20 | 160 |
| 36 | Chi2 | 7 | 56 |
| 37 | LogProdDiag | 1 | 8 |
| 38 | ParArrayInput | 1 | 0 |
+----+----------------------------------+--------------+------------+
TOTAL SIZE:
134718900.0 bytes
131561.4 KB
128.5 MB
TOTAL SIZE / node count:
12206.1 bytes
11.9 KB
0.0 MBReport files:
May 15, 2025 13:13
Dayabay commit: 669bede8ed57b54ffb965aaef7838fa53e4066c8 (updates/april)
CPU: Intel(R) Core(TM) 5 120U
Node Profiling
Selected nodes from: #4
Node Profiling 0x70008d3dd740, n_runs for each node: 20000
sort by: `%_of_total`, group by: `type`
+----+----------------------------------+---------+-------------+-------------+--------------+
| | type | count | t_single | t_sum | %_of_total |
|----+----------------------------------+---------+-------------+-------------+--------------|
| 0 | Cholesky | 20 | 0.000379927 | 0.00759854 | 28.5513 |
| 1 | Product | 3,666 | 1.65419e-06 | 0.00606425 | 22.7863 |
| 2 | Sum | 183 | 2.62035e-05 | 0.00479524 | 18.018 |
| 3 | NueSurvivalProbability | 48 | 5.02299e-05 | 0.00241103 | 9.0594 |
| 4 | NormalizeCorrelatedVarsTwoWays | 1,067 | 1.16942e-06 | 0.00124778 | 4.68849 |
| 5 | RenormalizeDiag | 8 | 0.000152179 | 0.00121743 | 4.57447 |
| 6 | SumMatOrDiag | 3 | 0.000389356 | 0.00116807 | 4.38899 |
| 7 | VectorMatrixProduct | 105 | 4.8353e-06 | 0.000507707 | 1.9077 |
| 8 | Chi2 | 7 | 6.86424e-05 | 0.000480497 | 1.80545 |
| 9 | Concatenation | 7 | 5.84061e-05 | 0.000408843 | 1.53622 |
| 10 | EnergyResolutionMatrixBC | 1 | 0.000273613 | 0.000273613 | 1.02809 |
| 11 | ElSumSq | 20 | 1.05623e-05 | 0.000211247 | 0.793754 |
| 12 | Division | 96 | 1.37899e-06 | 0.000132383 | 0.497425 |
| 13 | AxisDistortionMatrixLinearLegacy | 8 | 9.03216e-06 | 7.22573e-05 | 0.271505 |
| 14 | View | 45 | 1.84794e-07 | 8.31574e-06 | 0.0312462 |
| 15 | LogProdDiag | 1 | 4.97447e-06 | 4.97447e-06 | 0.0186914 |
| 16 | RebinMatrix | 2 | 1.97419e-06 | 3.94838e-06 | 0.0148359 |
| 17 | CNPStat | 1 | 3.82539e-06 | 3.82539e-06 | 0.0143738 |
| 18 | EnergyResolutionSigmaRelABC | 1 | 2.37337e-06 | 2.37337e-06 | 0.00891788 |
| 19 | Monotonize | 1 | 1.27811e-06 | 1.27811e-06 | 0.00480248 |
+----+----------------------------------+---------+-------------+-------------+--------------+
total estimations time / n_runs: 0.026613607 sec.
total estimations time: 532.272140 sec.Memory Profiling
Memory Profiling 0x70008d697ca0, sort by: `size_sum`, group by: `type`
+----+----------------------------------+--------------+------------+
| | type | node_count | size_sum |
|----+----------------------------------+--------------+------------|
| 0 | MatrixProductDDt | 13 | 59,439,744 |
| 1 | Product | 3,666 | 22,283,336 |
| 2 | Cholesky | 20 | 13,736,032 |
| 3 | SumMatOrDiag | 3 | 13,716,864 |
| 4 | Jacobian | 13 | 6,610,464 |
| 5 | Sum | 183 | 5,138,304 |
| 6 | AxisDistortionMatrixLinearLegacy | 8 | 3,686,400 |
| 7 | RenormalizeDiag | 8 | 3,686,400 |
| 8 | Array | 4,682 | 2,107,992 |
| 9 | NueSurvivalProbability | 48 | 1,382,400 |
| 10 | IntegratorCore | 384 | 737,280 |
| 11 | Division | 96 | 606,528 |
| 12 | InterpolatorCore | 23 | 521,096 |
| 13 | EnergyResolutionMatrixBC | 1 | 460,800 |
| 14 | RebinMatrix | 2 | 138,240 |
| 15 | VectorMatrixProduct | 105 | 133,056 |
| 16 | IntegratorSampler | 1 | 86,400 |
| 17 | SegmentIndex | 7 | 73,060 |
| 18 | EeToEnu | 1 | 28,800 |
| 19 | IBDXsecVBO1 | 1 | 28,800 |
| 20 | Jacobian_dEnu_dEe | 1 | 28,800 |
| 21 | NormalizeCorrelatedVarsTwoWays | 1,067 | 17,488 |
| 22 | Concatenation | 7 | 15,712 |
| 23 | MonteCarloLoc | 2 | 12,096 |
| 24 | View | 45 | 9,960 |
| 25 | MonteCarloShape | 1 | 8,744 |
| 26 | CNPStat | 1 | 6,048 |
| 27 | Proxy | 1 | 6,048 |
| 28 | ArraySum | 552 | 4,416 |
| 29 | Monotonize | 1 | 1,928 |
| 30 | BinCenter | 1 | 1,920 |
| 31 | EnergyResolutionSigmaRelABC | 1 | 1,920 |
| 32 | CovmatrixFromCormatrix | 14 | 1,024 |
| 33 | InverseSquareLaw | 48 | 384 |
| 34 | Exp | 1 | 192 |
| 35 | ElSumSq | 20 | 160 |
| 36 | Chi2 | 7 | 56 |
| 37 | LogProdDiag | 1 | 8 |
| 38 | ParArrayInput | 1 | 0 |
+----+----------------------------------+--------------+------------+
TOTAL SIZE:
134718900.0 bytes
131561.4 KB
128.5 MB
TOTAL SIZE / node count:
12206.1 bytes
11.9 KB
0.0 MBFramework Profiling
parameters groups:- free:
oscprob,detector - constrained:
oscprob,detector,reactor,bkg
Framework Profiling 0x7000e2c4b240, n_runs for given subgraph: 20000, nodes in subgraph: 4859
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+------------------------------+------------------------+---------+------------+---------+--------------------+
| | source nodes | sink nodes | count | t_single | t_sum | t_single_by_node |
|----+------------------------------+------------------------+---------+------------+---------+--------------------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.chi2cnp | 20,000 | 0.00491144 | 98.2288 | 1.01079e-06 |
+----+------------------------------+------------------------+---------+------------+---------+--------------------+Fit simulation Profiling (parameter-wise)
parameters groups:- free:
oscprob,detector - constrained:
oscprob,detector,reactor,bkg
Fit simulation Profiling 0x700084bab490, fit steps (n_runs): 1000, nodes in subgraph: 4859
eval mode: parameter-wise, derivative points: 4
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+------------------------+----------------+---------+------------+---------+
| | parameters | endpoints | eval mode | count | t_single | t_sum |
|----+------------------------------+------------------------+----------------+---------+------------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.chi2cnp | parameter-wise | 1,000 | 1.09272 | 1092.72 |
+----+------------------------------+------------------------+----------------+---------+------------+---------+Fit simulation Profiling (simultaneous)
parameters groups:- free:
oscprob,detector - constrained:
oscprob,detector,reactor,bkg
Fit simulation Profiling 0x700084bab370, fit steps (n_runs): 1000, nodes in subgraph: 4859
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+------------------------+--------------+---------+------------+---------+
| | parameters | endpoints | eval mode | count | t_single | t_sum |
|----+------------------------------+------------------------+--------------+---------+------------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.chi2cnp | simultaneous | 1,000 | 0.0253685 | 25.3685 |
+----+------------------------------+------------------------+--------------+---------+------------+---------+Report files:
- node_20250515_131348.tsv
- memory_20250515_131348.tsv
- framework_20250515_131348.tsv
- fit_param_wise_20250515_131348.tsv
- fit_simultaneous_20250515_131348.tsv
Daya Bay v0e
May 20, 2025 18:41
Dayabay commit: 669bede8ed57b54ffb965aaef7838fa53e4066c8 (updates/april) (with anue-model-edges-300 manually added)
CLI command:
./scripts/run_profiling_v0e.py --version latest --mo "{dataset: b, future: [anue-model-edges-300]}" --np-runs 10000 --fw-runs 10000 --fit-param-wise-runs 100 --fit-simultaneous-runs 100CPU: Intel(R) Core(TM) 5 120U
Node Profiling: covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp" filtered with selected node types from: #4
Node Profiling 0x7b5aa6d21740, n_runs for each node: 10000
nodes in subgraph: 2056
sort by: `%_of_total`, group by: `type`
+----+------------------------+---------+-------------+-------------+--------------+
| | type | count | t_single | t_sum | %_of_total |
|----+------------------------+---------+-------------+-------------+--------------|
| 0 | MatrixProductDDt | 13 | 0.000700557 | 0.00910724 | 35.0002 |
| 1 | Cholesky | 2 | 0.00231616 | 0.00463233 | 17.8026 |
| 2 | Sum | 43 | 9.75714e-05 | 0.00419557 | 16.1241 |
| 3 | NueSurvivalProbability | 48 | 5.20139e-05 | 0.00249667 | 9.59499 |
| 4 | Product | 1,473 | 1.50769e-06 | 0.00222083 | 8.53491 |
| 5 | IntegratorCore | 384 | 4.60614e-06 | 0.00176876 | 6.79755 |
| 6 | SumMatOrDiag | 2 | 0.000371039 | 0.000742078 | 2.8519 |
| 7 | VectorMatrixProduct | 84 | 5.82194e-06 | 0.000489043 | 1.87945 |
| 8 | Chi2 | 2 | 0.000153364 | 0.000306728 | 1.17879 |
| 9 | InterpolatorCore | 1 | 3.36571e-05 | 3.36571e-05 | 0.129348 |
| 10 | Concatenation | 2 | 1.20348e-05 | 2.40695e-05 | 0.0925021 |
| 11 | WeightedSumArgs | 1 | 2.78605e-06 | 2.78605e-06 | 0.0107071 |
| 12 | Exp | 1 | 7.59235e-07 | 7.59235e-07 | 0.00291783 |
+----+------------------------+---------+-------------+-------------+--------------+
total estimations time / n_runs: 0.026020513 sec.
total estimations time: 260.205132 sec.Framework Profiling: covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Framework Profiling 0x7b5aae4f6e40, n_runs for given subgraph: 10000,
nodes in subgraph: 2096, sources: 25, sinks: 1,
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+------------------------------+-------------------------------+---------+------------+---------+--------------------+
| | source nodes | sink nodes | count | t_single | t_sum | t_single_by_node |
|----+------------------------------+-------------------------------+---------+------------+---------+--------------------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | 10,000 | 0.00192843 | 19.2843 | 9.20051e-07 |
+----+------------------------------+-------------------------------+---------+------------+---------+--------------------+Fit simulation Profiling (parameter-wise): covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Fit simulation Profiling 0x7b5aa6d036d0, fit steps (n_runs): 100,
nodes in subgraph: 2096, parameters: 25, endpoints: 1,
eval mode: parameter-wise, derivative points: 4
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-------------------------------+----------------+---------+------------+---------+
| | parameters | endpoints | eval mode | count | t_single | t_sum |
|----+------------------------------+-------------------------------+----------------+---------+------------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | parameter-wise | 100 | 1.19152 | 119.152 |
+----+------------------------------+-------------------------------+----------------+---------+------------+---------+Fit simulation Profiling (simultaneous): covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Fit simulation Profiling 0x7b5aa6d03400, fit steps (n_runs): 100,
nodes in subgraph: 2096, parameters: 25, endpoints: 1,
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-------------------------------+--------------+---------+------------+---------+
| | parameters | endpoints | eval mode | count | t_single | t_sum |
|----+------------------------------+-------------------------------+--------------+---------+------------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | simultaneous | 100 | 0.0196095 | 1.96095 |
+----+------------------------------+-------------------------------+--------------+---------+------------+---------+Node Profiling: pull.chi2cnp
Selected nodes from: #4
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp" filtered with selected node types from: #4
Node Profiling 0x7b5b0172a340, n_runs for each node: 10000
nodes in subgraph: 5779
sort by: `%_of_total`, group by: `type`
+----+--------------------------------+---------+-------------+-------------+--------------+
| | type | count | t_single | t_sum | %_of_total |
|----+--------------------------------+---------+-------------+-------------+--------------|
| 0 | Product | 3,378 | 1.73005e-06 | 0.00584412 | 37.3103 |
| 1 | NueSurvivalProbability | 48 | 4.85402e-05 | 0.00232993 | 14.8748 |
| 2 | IntegratorCore | 384 | 4.49967e-06 | 0.00172787 | 11.0312 |
| 3 | RenormalizeDiag | 8 | 0.000164313 | 0.0013145 | 8.3921 |
| 4 | NormalizeCorrelatedVarsTwoWays | 1,031 | 1.21924e-06 | 0.00125704 | 8.02522 |
| 5 | ArraySum | 504 | 1.61584e-06 | 0.000814384 | 5.19923 |
| 6 | VectorMatrixProduct | 105 | 5.27326e-06 | 0.000553692 | 3.53491 |
| 7 | Sum | 92 | 5.11801e-06 | 0.000470857 | 3.00607 |
| 8 | Concatenation | 6 | 7.12524e-05 | 0.000427514 | 2.72936 |
| 9 | EnergyResolutionMatrixBC | 1 | 0.000242353 | 0.000242353 | 1.54724 |
| 10 | ElSumSq | 20 | 9.73685e-06 | 0.000194737 | 1.24325 |
| 11 | ProductShiftedScaled | 63 | 2.41686e-06 | 0.000152262 | 0.972079 |
| 12 | Division | 72 | 1.78093e-06 | 0.000128227 | 0.818635 |
| 13 | InterpolatorCore | 14 | 8.32559e-06 | 0.000116558 | 0.744137 |
| 14 | AxisDistortionMatrix | 8 | 8.7044e-06 | 6.96352e-05 | 0.444569 |
| 15 | View | 40 | 2.16238e-07 | 8.64953e-06 | 0.0552208 |
| 16 | CNPStat | 1 | 3.39327e-06 | 3.39327e-06 | 0.0216635 |
| 17 | Monotonize | 1 | 3.21418e-06 | 3.21418e-06 | 0.0205201 |
| 18 | EnergyResolutionSigmaRelABC | 1 | 2.05201e-06 | 2.05201e-06 | 0.0131005 |
| 19 | Chi2 | 1 | 1.64361e-06 | 1.64361e-06 | 0.0104932 |
| 20 | Exp | 1 | 9.23087e-07 | 9.23087e-07 | 0.00589322 |
+----+--------------------------------+---------+-------------+-------------+--------------+
total estimations time / n_runs: 0.015663551 sec.
total estimations time: 156.635507 sec.Framework Profiling: pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Framework Profiling 0x7b5b0172a2c0, n_runs for given subgraph: 10000,
nodes in subgraph: 6845, sources: 1056, sinks: 1,
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+----------------+-----------------------------+---------+------------+---------+--------------------+
| | source nodes | sink nodes | count | t_single | t_sum | t_single_by_node |
|----+----------------+-----------------------------+---------+------------+---------+--------------------|
| 0 | [...] | statistic.full.pull.chi2cnp | 10,000 | 0.00650302 | 65.0302 | 9.5004e-07 |
+----+----------------+-----------------------------+---------+------------+---------+--------------------+Fit simulation Profiling (parameter-wise): pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Fit simulation Profiling 0x7b5aa6d005e0, fit steps (n_runs): 100,
nodes in subgraph: 6845, parameters: 1056, endpoints: 1,
eval mode: parameter-wise, derivative points: 4
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-----------------------------+----------------+---------+------------+---------+
| | parameters | endpoints | eval mode | count | t_single | t_sum |
|----+------------------------------+-----------------------------+----------------+---------+------------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.pull.chi2cnp | parameter-wise | 100 | 12.641 | 1264.1 |
+----+------------------------------+-----------------------------+----------------+---------+------------+---------+Fit simulation Profiling (simultaneous): pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Fit simulation Profiling 0x7b5aa6d03130, fit steps (n_runs): 100,
nodes in subgraph: 6845, parameters: 1056, endpoints: 1,
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-----------------------------+--------------+---------+------------+---------+
| | parameters | endpoints | eval mode | count | t_single | t_sum |
|----+------------------------------+-----------------------------+--------------+---------+------------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.pull.chi2cnp | simultaneous | 100 | 0.0349944 | 3.49944 |
+----+------------------------------+-----------------------------+--------------+---------+------------+---------+Memory Profiling
Memory Profiling 0x7b5aa6e3fed0, nodes in subgraph: 11836
sort by: `size_sum`, group by: `type`
+----+--------------------------------+--------------+------------+
| | type | node_count | size_sum |
|----+--------------------------------+--------------+------------|
| 0 | MatrixProductDDt | 13 | 59,439,744 |
| 1 | Product | 3,863 | 22,515,368 |
| 2 | Cholesky | 21 | 18,308,320 |
| 3 | SumMatOrDiag | 4 | 18,289,152 |
| 4 | Jacobian | 13 | 6,392,736 |
| 5 | Sum | 283 | 5,152,128 |
| 6 | RenormalizeDiag | 8 | 3,686,400 |
| 7 | AxisDistortionMatrix | 8 | 3,686,400 |
| 8 | Array | 4,824 | 2,388,568 |
| 9 | NueSurvivalProbability | 48 | 1,382,400 |
| 10 | IntegratorCore | 384 | 737,280 |
| 11 | Division | 275 | 685,664 |
| 12 | InterpolatorCore | 28 | 537,672 |
| 13 | EnergyResolutionMatrixBC | 1 | 460,800 |
| 14 | RebinMatrix | 3 | 207,360 |
| 15 | VectorMatrixProduct | 126 | 139,104 |
| 16 | IntegratorSampler | 1 | 86,400 |
| 17 | SegmentIndex | 15 | 81,636 |
| 18 | IBDXsecVBO1 | 1 | 28,800 |
| 19 | Jacobian_dEnu_dEe | 1 | 28,800 |
| 20 | EeToEnu | 1 | 28,800 |
| 21 | Concatenation | 9 | 24,112 |
| 22 | NormalizeCorrelatedVarsTwoWays | 1,094 | 17,920 |
| 23 | Monotonize | 1 | 15,472 |
| 24 | CNPStat | 2 | 12,096 |
| 25 | MonteCarloLoc | 2 | 12,096 |
| 26 | View | 45 | 9,960 |
| 27 | MonteCarloShape | 1 | 8,456 |
| 28 | Proxy | 1 | 6,048 |
| 29 | ArraySum | 596 | 4,768 |
| 30 | BinCenter | 2 | 3,840 |
| 31 | EnergyResolutionSigmaRelABC | 1 | 1,920 |
| 32 | CovmatrixFromCormatrix | 14 | 1,024 |
| 33 | ProductShiftedScaled | 63 | 504 |
| 34 | InverseSquareLaw | 48 | 384 |
| 35 | Difference | 2 | 184 |
| 36 | Exp | 1 | 176 |
| 37 | ElSumSq | 20 | 160 |
| 38 | Chi2 | 8 | 64 |
| 39 | LogProdDiag | 2 | 16 |
| 40 | LogPoissonRatio | 1 | 8 |
| 41 | WeightedSumArgs | 1 | 8 |
| 42 | ParArrayInput | 1 | 0 |
+----+--------------------------------+--------------+------------+
TOTAL SIZE:
144382748 bytes
140998.8 KB
137.7 MB
TOTAL SIZE / node count:
12198.6 bytes
11.9 KB
0.0 MBReport files:
- node_covmat_chi2cnp_20250520_184156.tsv
- framework_covmat_chi2cnp_20250520_184156.tsv
- fit_param_wise_covmat_chi2cnp_20250520_184156.tsv
- fit_simultaneous_covmat_chi2cnp_20250520_184156.tsv
- node_pull_chi2cnp_20250520_184156.tsv
- framework_pull_chi2cnp_20250520_184156.tsv
- fit_param_wise_pull_chi2cnp_20250520_184156.tsv
- fit_simultaneous_pull_chi2cnp_20250520_184156.tsv
- memory_20250520_184156.tsv
May 23, 2025 00:54
Dayabay commit: 669bede8ed57b54ffb965aaef7838fa53e4066c8 (updates/april) (with anue-model-edges-300 manually added)
CLI command:
./scripts/run_profiling_v0e.py --version v0e --mo "{dataset: b, future: [anue-model-edges-300]}" --np-runs 10000 --fw-runs 10000Numpy's multithreading is disabled with:
import os
os.environ['OPENBLAS_NUM_THREADS'] = '1'
os.environ['MKL_NUM_THREADS'] = '1'CPU: Intel(R) Core(TM) 5 120U
Node Profiling: covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp" filtered with selected node types from: #4
Node Profiling 0x75d6961ce540, n_runs for each node: 10000
nodes in subgraph: 2056
sort by: `%_of_total`, group by: `type`
+----+------------------------+---------+-------------+-------------+--------------+
| | type | count | t_single | t_sum | %_of_total |
|----+------------------------+---------+-------------+-------------+--------------|
| 0 | MatrixProductDDt | 13 | 0.00115803 | 0.0150543 | 44.8198 |
| 1 | Cholesky | 2 | 0.00375523 | 0.00751046 | 22.3602 |
| 2 | Sum | 43 | 8.29215e-05 | 0.00356562 | 10.6156 |
| 3 | NueSurvivalProbability | 48 | 5.02951e-05 | 0.00241416 | 7.18746 |
| 4 | Product | 1,473 | 1.36048e-06 | 0.00200399 | 5.96628 |
| 5 | IntegratorCore | 384 | 4.46205e-06 | 0.00171343 | 5.10123 |
| 6 | SumMatOrDiag | 2 | 0.000259538 | 0.000519076 | 1.5454 |
| 7 | VectorMatrixProduct | 84 | 5.47324e-06 | 0.000459752 | 1.36878 |
| 8 | Chi2 | 2 | 0.0001469 | 0.000293799 | 0.8747 |
| 9 | InterpolatorCore | 1 | 3.06605e-05 | 3.06605e-05 | 0.0912825 |
| 10 | Concatenation | 2 | 9.83118e-06 | 1.96624e-05 | 0.0585389 |
| 11 | WeightedSumArgs | 1 | 2.68662e-06 | 2.68662e-06 | 0.0079986 |
| 12 | Exp | 1 | 9.17978e-07 | 9.17978e-07 | 0.00273301 |
+----+------------------------+---------+-------------+-------------+--------------+
total estimations time / n_runs: 0.033588568 sec.
total estimations time: 335.885676 sec.Framework Profiling: covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Framework Profiling 0x75d696490d40, n_runs for given subgraph: 10000,
nodes in subgraph: 2096, sources: 25, sinks: 1,
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+----------------+-------------------------------+---------+------------+---------+--------------------+
| | source nodes | sink nodes | count | t_single | t_sum | t_single_by_node |
|----+----------------+-------------------------------+---------+------------+---------+--------------------|
| 0 | [...] | statistic.full.covmat.chi2cnp | 10,000 | 0.00168546 | 16.8546 | 8.04133e-07 |
+----+----------------+-------------------------------+---------+------------+---------+--------------------+Node Profiling: pull.chi2cnp
Selected nodes from: #4
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp" filtered with selected node types from: #4
Node Profiling 0x75d6b992a2c0, n_runs for each node: 10000
nodes in subgraph: 5779
sort by: `%_of_total`, group by: `type`
+----+--------------------------------+---------+-------------+-------------+--------------+
| | type | count | t_single | t_sum | %_of_total |
|----+--------------------------------+---------+-------------+-------------+--------------|
| 0 | Product | 3,378 | 1.57786e-06 | 0.00533001 | 35.4624 |
| 1 | NueSurvivalProbability | 48 | 5.17063e-05 | 0.0024819 | 16.5129 |
| 2 | IntegratorCore | 384 | 4.41176e-06 | 0.00169412 | 11.2715 |
| 3 | RenormalizeDiag | 8 | 0.000155781 | 0.00124625 | 8.29172 |
| 4 | NormalizeCorrelatedVarsTwoWays | 1,031 | 1.18699e-06 | 0.00122378 | 8.14225 |
| 5 | ArraySum | 504 | 1.51907e-06 | 0.000765614 | 5.09388 |
| 6 | VectorMatrixProduct | 105 | 4.68298e-06 | 0.000491712 | 3.27153 |
| 7 | Concatenation | 6 | 7.35016e-05 | 0.00044101 | 2.93419 |
| 8 | Sum | 92 | 4.68662e-06 | 0.000431169 | 2.86871 |
| 9 | EnergyResolutionMatrixBC | 1 | 0.0002687 | 0.0002687 | 1.78775 |
| 10 | ElSumSq | 20 | 1.00061e-05 | 0.000200121 | 1.33147 |
| 11 | ProductShiftedScaled | 63 | 2.3786e-06 | 0.000149852 | 0.997013 |
| 12 | InterpolatorCore | 14 | 8.89946e-06 | 0.000124592 | 0.828956 |
| 13 | Division | 72 | 1.21326e-06 | 8.73546e-05 | 0.581199 |
| 14 | AxisDistortionMatrix | 8 | 9.3668e-06 | 7.49344e-05 | 0.498564 |
| 15 | View | 40 | 1.98361e-07 | 7.93445e-06 | 0.0527906 |
| 16 | CNPStat | 1 | 3.54731e-06 | 3.54731e-06 | 0.0236014 |
| 17 | Monotonize | 1 | 2.71446e-06 | 2.71446e-06 | 0.0180602 |
| 18 | EnergyResolutionSigmaRelABC | 1 | 2.29453e-06 | 2.29453e-06 | 0.0152662 |
| 19 | Chi2 | 1 | 1.54474e-06 | 1.54474e-06 | 0.0102777 |
| 20 | Exp | 1 | 8.93832e-07 | 8.93832e-07 | 0.00594696 |
+----+--------------------------------+---------+-------------+-------------+--------------+
total estimations time / n_runs: 0.015030052 sec.
total estimations time: 150.300523 sec.Framework Profiling: pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Framework Profiling 0x75d696203bc0, n_runs for given subgraph: 10000,
nodes in subgraph: 6845, sources: 1056, sinks: 1,
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+----------------+-----------------------------+---------+------------+---------+--------------------+
| | source nodes | sink nodes | count | t_single | t_sum | t_single_by_node |
|----+----------------+-----------------------------+---------+------------+---------+--------------------|
| 0 | [...] | statistic.full.pull.chi2cnp | 10,000 | 0.00539685 | 53.9685 | 7.88437e-07 |
+----+----------------+-----------------------------+---------+------------+---------+--------------------+Memory Profiling
Memory Profiling 0x75d696953ed0, nodes in subgraph: 11836
sort by: `size_sum`, group by: `type`
+----+--------------------------------+--------------+------------+
| | type | node_count | size_sum |
|----+--------------------------------+--------------+------------|
| 0 | MatrixProductDDt | 13 | 59,439,744 |
| 1 | Product | 3,863 | 22,515,368 |
| 2 | Cholesky | 21 | 18,308,320 |
| 3 | SumMatOrDiag | 4 | 18,289,152 |
| 4 | Jacobian | 13 | 6,392,736 |
| 5 | Sum | 283 | 5,152,128 |
| 6 | RenormalizeDiag | 8 | 3,686,400 |
| 7 | AxisDistortionMatrix | 8 | 3,686,400 |
| 8 | Array | 4,824 | 2,388,568 |
| 9 | NueSurvivalProbability | 48 | 1,382,400 |
| 10 | IntegratorCore | 384 | 737,280 |
| 11 | Division | 275 | 685,664 |
| 12 | InterpolatorCore | 28 | 537,672 |
| 13 | EnergyResolutionMatrixBC | 1 | 460,800 |
| 14 | RebinMatrix | 3 | 207,360 |
| 15 | VectorMatrixProduct | 126 | 139,104 |
| 16 | IntegratorSampler | 1 | 86,400 |
| 17 | SegmentIndex | 15 | 81,636 |
| 18 | IBDXsecVBO1 | 1 | 28,800 |
| 19 | Jacobian_dEnu_dEe | 1 | 28,800 |
| 20 | EeToEnu | 1 | 28,800 |
| 21 | Concatenation | 9 | 24,112 |
| 22 | NormalizeCorrelatedVarsTwoWays | 1,094 | 17,920 |
| 23 | Monotonize | 1 | 15,472 |
| 24 | CNPStat | 2 | 12,096 |
| 25 | MonteCarloLoc | 2 | 12,096 |
| 26 | View | 45 | 9,960 |
| 27 | MonteCarloShape | 1 | 8,456 |
| 28 | Proxy | 1 | 6,048 |
| 29 | ArraySum | 596 | 4,768 |
| 30 | BinCenter | 2 | 3,840 |
| 31 | EnergyResolutionSigmaRelABC | 1 | 1,920 |
| 32 | CovmatrixFromCormatrix | 14 | 1,024 |
| 33 | ProductShiftedScaled | 63 | 504 |
| 34 | InverseSquareLaw | 48 | 384 |
| 35 | Difference | 2 | 184 |
| 36 | Exp | 1 | 176 |
| 37 | ElSumSq | 20 | 160 |
| 38 | Chi2 | 8 | 64 |
| 39 | LogProdDiag | 2 | 16 |
| 40 | LogPoissonRatio | 1 | 8 |
| 41 | WeightedSumArgs | 1 | 8 |
| 42 | ParArrayInput | 1 | 0 |
+----+--------------------------------+--------------+------------+
TOTAL SIZE:
144382748 bytes
140998.8 KB
137.7 MB
TOTAL SIZE / node count:
12198.6 bytes
11.9 KB
0.0 MBReport files:
- node_covmat_chi2cnp_20250523_005403.tsv
- framework_covmat_chi2cnp_20250523_005403.tsv
- node_pull_chi2cnp_20250523_005403.tsv
- framework_pull_chi2cnp_20250523_005403.tsv
- memory_20250523_005403.tsv
May 23, 2025 07:42
Dayabay commit: 669bede8ed57b54ffb965aaef7838fa53e4066c8 (updates/april) (with anue-model-edges-300 manually added)
CLI command:
./scripts/run_profiling_v0e.py --version v0e --mo "{dataset: b, future: [anue-model-edges-300]}" --fit-param-wise-runs 100 --fit-simultaneous-runs 100Numpy's multithreading is disabled with:
import os
os.environ['OPENBLAS_NUM_THREADS'] = '1'
os.environ['MKL_NUM_THREADS'] = '1'CPU: Intel(R) Core(TM) 5 120U
t_single means here time for "one derivative point"
t_calls show number of derivative points * n_runs
Fit simulation Profiling (parameter-wise): covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Fit simulation Profiling 0x79f69f7a7eb0, fit steps (n_runs): 100,
nodes in subgraph: 2096, parameters: 25, endpoints: 1,
eval mode: parameter-wise, derivative points: 2
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-------------------------------+----------------+---------+----------+------------+-----------+---------+
| | parameters | endpoints | eval mode | count | step | t_single | t_calls | t_sum |
|----+------------------------------+-------------------------------+----------------+---------+----------+------------+-----------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | parameter-wise | 100 | 0.553013 | 0.184338 | 300 | 55.3013 |
+----+------------------------------+-------------------------------+----------------+---------+----------+------------+-----------+---------+Fit simulation Profiling (simultaneous): covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Fit simulation Profiling 0x79f69f7a5cf0, fit steps (n_runs): 100,
nodes in subgraph: 2096, parameters: 25, endpoints: 1,
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-------------------------------+--------------+---------+-----------+------------+-----------+---------+
| | parameters | endpoints | eval mode | count | step | t_single | t_calls | t_sum |
|----+------------------------------+-------------------------------+--------------+---------+-----------+------------+-----------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | simultaneous | 100 | 0.0179998 | 0.00599994 | 300 | 1.79998 |
+----+------------------------------+-------------------------------+--------------+---------+-----------+------------+-----------+---------+Fit simulation Profiling (parameter-wise): pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Fit simulation Profiling 0x79f69f7a7be0, fit steps (n_runs): 100,
nodes in subgraph: 6845, parameters: 1056, endpoints: 1,
eval mode: parameter-wise, derivative points: 2
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-----------------------------+----------------+---------+---------+------------+-----------+---------+
| | parameters | endpoints | eval mode | count | step | t_single | t_calls | t_sum |
|----+------------------------------+-----------------------------+----------------+---------+---------+------------+-----------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.pull.chi2cnp | parameter-wise | 100 | 5.89067 | 1.96356 | 300 | 589.067 |
+----+------------------------------+-----------------------------+----------------+---------+---------+------------+-----------+---------+Fit simulation Profiling (simultaneous): pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Fit simulation Profiling 0x79f69f7a7b50, fit steps (n_runs): 100,
nodes in subgraph: 6845, parameters: 1056, endpoints: 1,
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-----------------------------+--------------+---------+-----------+------------+-----------+---------+
| | parameters | endpoints | eval mode | count | step | t_single | t_calls | t_sum |
|----+------------------------------+-----------------------------+--------------+---------+-----------+------------+-----------+---------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.pull.chi2cnp | simultaneous | 100 | 0.0302391 | 0.0100797 | 300 | 3.02391 |
+----+------------------------------+-----------------------------+--------------+---------+-----------+------------+-----------+---------+Report files:
- fit_param_wise_p2_covmat_chi2cnp_20250523_074243.tsv
- fit_simultaneous_p2_covmat_chi2cnp_20250523_074243.tsv
- fit_param_wise_p2_pull_chi2cnp_20250523_074243.tsv
- fit_simultaneous_p2_pull_chi2cnp_20250523_074243.tsv
May 25, 2025 20:03
Dayabay commit: 669bede8ed57b54ffb965aaef7838fa53e4066c8 (updates/april) (with anue-model-edges-300 manually added)
CLI command:
./scripts/run_profiling_v0e.py" --version v0e --mo "{dataset: b, future: [anue-model-edges-300]}" --np-runs 10000 --fw-runs 10000 --fit-param-wise-runs 100 --fit-simultaneous-runs 100Numpy's multithreading is disabled with:
export OPENBLAS_NUM_THREADS=1
export MKL_NUM_THREADS=1CPU: Intel(R) Core(TM) 5 120U
Node Profiling: covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp" filtered with selected node types from: #4
Node Profiling 0x7f6581134240, n_runs for each node: 10000
nodes in subgraph: 2056
sort by: `%_of_total`, group by: `type`
+----+------------------------+---------+-------------+-------------+--------------------+
| | type | count | t_single | t_total | fraction_percent |
|----+------------------------+---------+-------------+-------------+--------------------|
| 0 | MatrixProductDDt | 13 | 0.001402 | 0.018226 | 46.5348 |
| 1 | Cholesky | 2 | 0.00403137 | 0.00806273 | 20.5859 |
| 2 | Sum | 43 | 0.000102094 | 0.00439005 | 11.2087 |
| 3 | NueSurvivalProbability | 48 | 5.4253e-05 | 0.00260414 | 6.64893 |
| 4 | Product | 1,473 | 1.62821e-06 | 0.00239835 | 6.1235 |
| 5 | IntegratorCore | 384 | 5.01748e-06 | 0.00192671 | 4.91931 |
| 6 | SumMatOrDiag | 2 | 0.000324203 | 0.000648406 | 1.65552 |
| 7 | VectorMatrixProduct | 84 | 6.1768e-06 | 0.000518851 | 1.32474 |
| 8 | Chi2 | 2 | 0.00016126 | 0.000322519 | 0.82346 |
| 9 | InterpolatorCore | 1 | 3.97163e-05 | 3.97163e-05 | 0.101404 |
| 10 | Concatenation | 2 | 1.19071e-05 | 2.38142e-05 | 0.0608028 |
| 11 | WeightedSumArgs | 1 | 4.08583e-06 | 4.08583e-06 | 0.010432 |
| 12 | Exp | 1 | 9.92969e-07 | 9.92969e-07 | 0.00253526 |
+----+------------------------+---------+-------------+-------------+--------------------+
total estimations time / n_runs: 0.039166364 sec.
total estimations time: 391.663641 sec.Framework Profiling: covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Framework Profiling 0x7f65a492a2c0, n_runs for given subgraph: 10000,
nodes in subgraph: 2096, sources: 25, sinks: 1,
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+----------------+-------------------------------+---------+------------+-----------+------------------+
| | source nodes | sink nodes | count | t_single | t_total | t_node_average |
|----+----------------+-------------------------------+---------+------------+-----------+------------------|
| 0 | [...] | statistic.full.covmat.chi2cnp | 10,000 | 0.00188549 | 18.8549 | 8.99566e-07 |
+----+----------------+-------------------------------+---------+------------+-----------+------------------+Node Profiling: pull.chi2cnp
Selected nodes from: #4
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp" filtered with selected node types from: #4
Node Profiling 0x7f65888e9bc0, n_runs for each node: 10000
nodes in subgraph: 5779
sort by: `%_of_total`, group by: `type`
+----+--------------------------------+---------+-------------+-------------+--------------------+
| | type | count | t_single | t_total | fraction_percent |
|----+--------------------------------+---------+-------------+-------------+--------------------|
| 0 | Product | 3,378 | 1.91693e-06 | 0.00647538 | 36.8848 |
| 1 | NueSurvivalProbability | 48 | 5.42003e-05 | 0.00260161 | 14.8192 |
| 2 | IntegratorCore | 384 | 4.96596e-06 | 0.00190693 | 10.8622 |
| 3 | NormalizeCorrelatedVarsTwoWays | 1,031 | 1.43307e-06 | 0.00147749 | 8.41604 |
| 4 | RenormalizeDiag | 8 | 0.000183764 | 0.00147011 | 8.37398 |
| 5 | ArraySum | 504 | 1.80842e-06 | 0.000911441 | 5.19171 |
| 6 | VectorMatrixProduct | 105 | 5.5789e-06 | 0.000585785 | 3.33672 |
| 7 | Sum | 92 | 5.80606e-06 | 0.000534158 | 3.04265 |
| 8 | Concatenation | 6 | 8.07999e-05 | 0.000484799 | 2.76149 |
| 9 | EnergyResolutionMatrixBC | 1 | 0.000295344 | 0.000295344 | 1.68232 |
| 10 | ElSumSq | 20 | 1.18739e-05 | 0.000237478 | 1.35271 |
| 11 | ProductShiftedScaled | 63 | 3.3036e-06 | 0.000208127 | 1.18552 |
| 12 | InterpolatorCore | 14 | 9.68579e-06 | 0.000135601 | 0.772405 |
| 13 | Division | 72 | 1.55959e-06 | 0.000112291 | 0.639626 |
| 14 | AxisDistortionMatrix | 8 | 1.21056e-05 | 9.68447e-05 | 0.551643 |
| 15 | View | 40 | 2.31995e-07 | 9.27979e-06 | 0.0528592 |
| 16 | CNPStat | 1 | 4.45037e-06 | 4.45037e-06 | 0.02535 |
| 17 | Monotonize | 1 | 3.23297e-06 | 3.23297e-06 | 0.0184155 |
| 18 | EnergyResolutionSigmaRelABC | 1 | 2.70043e-06 | 2.70043e-06 | 0.0153821 |
| 19 | Chi2 | 1 | 1.68596e-06 | 1.68596e-06 | 0.00960349 |
| 20 | Exp | 1 | 9.47013e-07 | 9.47013e-07 | 0.00539433 |
+----+--------------------------------+---------+-------------+-------------+--------------------+
total estimations time / n_runs: 0.017555694 sec.
total estimations time: 175.556941 sec.Framework Profiling: pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Framework Profiling 0x7f6580ff8540, n_runs for given subgraph: 10000,
nodes in subgraph: 6845, sources: 1056, sinks: 1,
sort by: `default sorting`, group by: `('source nodes', 'sink nodes')`
+----+----------------+-----------------------------+---------+------------+-----------+------------------+
| | source nodes | sink nodes | count | t_single | t_total | t_node_average |
|----+----------------+-----------------------------+---------+------------+-----------+------------------|
| 0 | [...] | statistic.full.pull.chi2cnp | 10,000 | 0.00642498 | 64.2498 | 9.38639e-07 |
+----+----------------+-----------------------------+---------+------------+-----------+------------------+Memory Profiling
Memory Profiling 0x7f65812ccd60, nodes in subgraph: 11836
sort by: `size_sum`, group by: `type`
+----+--------------------------------+--------------+------------+
| | type | node_count | size_sum |
|----+--------------------------------+--------------+------------|
| 0 | MatrixProductDDt | 13 | 59,439,744 |
| 1 | Product | 3,863 | 22,515,368 |
| 2 | Cholesky | 21 | 18,308,320 |
| 3 | SumMatOrDiag | 4 | 18,289,152 |
| 4 | Jacobian | 13 | 6,392,736 |
| 5 | Sum | 283 | 5,152,128 |
| 6 | RenormalizeDiag | 8 | 3,686,400 |
| 7 | AxisDistortionMatrix | 8 | 3,686,400 |
| 8 | Array | 4,824 | 2,388,568 |
| 9 | NueSurvivalProbability | 48 | 1,382,400 |
| 10 | IntegratorCore | 384 | 737,280 |
| 11 | Division | 275 | 685,664 |
| 12 | InterpolatorCore | 28 | 537,672 |
| 13 | EnergyResolutionMatrixBC | 1 | 460,800 |
| 14 | RebinMatrix | 3 | 207,360 |
| 15 | VectorMatrixProduct | 126 | 139,104 |
| 16 | IntegratorSampler | 1 | 86,400 |
| 17 | SegmentIndex | 15 | 81,636 |
| 18 | IBDXsecVBO1 | 1 | 28,800 |
| 19 | Jacobian_dEnu_dEe | 1 | 28,800 |
| 20 | EeToEnu | 1 | 28,800 |
| 21 | Concatenation | 9 | 24,112 |
| 22 | NormalizeCorrelatedVarsTwoWays | 1,094 | 17,920 |
| 23 | Monotonize | 1 | 15,472 |
| 24 | CNPStat | 2 | 12,096 |
| 25 | MonteCarloLoc | 2 | 12,096 |
| 26 | View | 45 | 9,960 |
| 27 | MonteCarloShape | 1 | 8,456 |
| 28 | Proxy | 1 | 6,048 |
| 29 | ArraySum | 596 | 4,768 |
| 30 | BinCenter | 2 | 3,840 |
| 31 | EnergyResolutionSigmaRelABC | 1 | 1,920 |
| 32 | CovmatrixFromCormatrix | 14 | 1,024 |
| 33 | ProductShiftedScaled | 63 | 504 |
| 34 | InverseSquareLaw | 48 | 384 |
| 35 | Difference | 2 | 184 |
| 36 | Exp | 1 | 176 |
| 37 | ElSumSq | 20 | 160 |
| 38 | Chi2 | 8 | 64 |
| 39 | LogProdDiag | 2 | 16 |
| 40 | LogPoissonRatio | 1 | 8 |
| 41 | WeightedSumArgs | 1 | 8 |
| 42 | ParArrayInput | 1 | 0 |
+----+--------------------------------+--------------+------------+
TOTAL SIZE:
144382748 bytes
140998.8 KB
137.7 MB
TOTAL SIZE / node count:
12198.6 bytes
11.9 KB
0.0 MBFit simulation Profiling (parameter-wise): covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Fit simulation Profiling 0x7f65812cb6d0, fit steps (n_runs): 100,
nodes in subgraph: 2096, parameters: 25, endpoints: 1,
eval mode: parameter-wise, derivative points: 2
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-------------------------------+----------------+----------+----------+-----------+-----------+-----------+
| | parameters | endpoints | eval mode | step | t_call | t_total | n_steps | n_calls |
|----+------------------------------+-------------------------------+----------------+----------+----------+-----------+-----------+-----------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | parameter-wise | 0.730593 | 0.243531 | 73.0593 | 100 | 300 |
+----+------------------------------+-------------------------------+----------------+----------+----------+-----------+-----------+-----------+Fit simulation Profiling (simultaneous): covmat.chi2cnp
subgraph: "parameters.free" --> "outputs.statistic.full.covmat.chi2cnp"
Fit simulation Profiling 0x7f65812c9750, fit steps (n_runs): 100,
nodes in subgraph: 2096, parameters: 25, endpoints: 1,
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-------------------------------+--------------+-----------+-----------+-----------+
| | parameters | endpoints | eval mode | t_call | t_total | n_calls |
|----+------------------------------+-------------------------------+--------------+-----------+-----------+-----------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.covmat.chi2cnp | simultaneous | 0.0201448 | 2.01448 | 100 |
+----+------------------------------+-------------------------------+--------------+-----------+-----------+-----------+Fit simulation Profiling (parameter-wise): pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Fit simulation Profiling 0x7f65812cbb50, fit steps (n_runs): 100,
nodes in subgraph: 6845, parameters: 1056, endpoints: 1,
eval mode: parameter-wise, derivative points: 2
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-----------------------------+----------------+---------+----------+-----------+-----------+-----------+
| | parameters | endpoints | eval mode | step | t_call | t_total | n_steps | n_calls |
|----+------------------------------+-----------------------------+----------------+---------+----------+-----------+-----------+-----------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.pull.chi2cnp | parameter-wise | 6.98167 | 2.32722 | 698.167 | 100 | 300 |
+----+------------------------------+-----------------------------+----------------+---------+----------+-----------+-----------+-----------+Fit simulation Profiling (simultaneous): pull.chi2cnp
subgraph: "parameters.variable" --> "outputs.statistic.full.pull.chi2cnp"
Fit simulation Profiling 0x7f65812cbac0, fit steps (n_runs): 100,
nodes in subgraph: 6845, parameters: 1056, endpoints: 1,
eval mode: simultaneous,
sort by: `default sorting`, group by: `('parameters', 'endpoints', 'eval mode')`
+----+------------------------------+-----------------------------+--------------+----------+-----------+-----------+
| | parameters | endpoints | eval mode | t_call | t_total | n_calls |
|----+------------------------------+-----------------------------+--------------+----------+-----------+-----------|
| 0 | oscprob.SinSq2Theta13, [...] | statistic.full.pull.chi2cnp | simultaneous | 0.036 | 3.6 | 100 |
+----+------------------------------+-----------------------------+--------------+----------+-----------+-----------+Report files:
- memory_20250525_200349.tsv
- fit_simultaneous_p2_pull_chi2cnp_20250525_200349.tsv
- fit_param_wise_p2_pull_chi2cnp_20250525_200349.tsv
- framework_pull_chi2cnp_20250525_200349.tsv
- node_pull_chi2cnp_20250525_200349.tsv
- fit_simultaneous_p2_covmat_chi2cnp_20250525_200349.tsv
- fit_param_wise_p2_covmat_chi2cnp_20250525_200349.tsv
- framework_covmat_chi2cnp_20250525_200349.tsv
- node_covmat_chi2cnp_20250525_200349.tsv
Edited by George Ponomarev