Package evaluation of QuantumACES on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T12:59:28.242 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.2s ################################################################################ # Installation # Installing QuantumACES... Resolving package versions... Installed MicroMamba ────────────────── v0.1.14 Installed Crayons ───────────────────── v4.1.1 Installed IrrationalConstants ───────── v0.2.4 Installed Adapt ─────────────────────── v4.2.0 Installed DiffRules ─────────────────── v1.15.1 Installed Scratch ───────────────────── v1.2.1 Installed MutableArithmetics ────────── v1.6.4 Installed JLD2 ──────────────────────── v0.5.11 Installed Rmath ─────────────────────── v0.8.0 Installed HypergeometricFunctions ───── v0.3.27 Installed JSON3 ─────────────────────── v1.14.1 Installed JSON ──────────────────────── v0.21.4 Installed SCS ───────────────────────── v2.0.2 Installed Preferences ───────────────── v1.4.3 Installed PrettyTables ──────────────── v2.4.0 Installed StatsFuns ─────────────────── v1.3.2 Installed Accessors ─────────────────── v0.1.41 Installed PythonCall ────────────────── v0.9.24 Installed PtrArrays ─────────────────── v1.3.0 Installed Arpack_jll ────────────────── v3.5.1+1 Installed TableTraits ───────────────── v1.0.1 Installed DiffResults ───────────────── v1.1.0 Installed Bzip2_jll ─────────────────── v1.0.9+0 Installed CodecBzip2 ────────────────── v0.8.5 Installed SpecialFunctions ──────────── v2.5.0 Installed LLVMOpenMP_jll ────────────── v18.1.7+0 Installed BenchmarkTools ────────────── v1.6.0 Installed Parsers ───────────────────── v2.8.1 Installed PDMats ────────────────────── v0.11.32 Installed Tables ────────────────────── v1.12.0 Installed DataAPI ───────────────────── v1.16.0 Installed Setfield ──────────────────── v1.1.1 Installed micromamba_jll ────────────── v1.5.8+0 Installed Richardson ────────────────── v1.4.2 Installed JLLWrappers ───────────────── v1.7.0 Installed Pidfile ───────────────────── v1.3.0 Installed FiniteDifferences ─────────── v0.12.32 Installed StaticArraysCore ──────────── v1.4.3 Installed IteratorInterfaceExtensions ─ v1.0.0 Installed NaNMath ───────────────────── v1.1.2 Installed StaticArrays ──────────────── v1.9.12 Installed DataValueInterfaces ───────── v1.0.0 Installed PrecompileTools ───────────── v1.2.1 Installed ConstructionBase ──────────── v1.5.8 Installed OrderedCollections ────────── v1.8.0 Installed LaTeXStrings ──────────────── v1.4.0 Installed Arpack ────────────────────── v0.5.4 Installed TranscodingStreams ────────── v0.11.3 Installed NLSolversBase ─────────────── v7.8.3 Installed ChainRulesCore ────────────── v1.25.1 Installed FillArrays ────────────────── v1.13.0 Installed ArrayInterface ────────────── v7.18.0 Installed ForwardDiff ───────────────── v0.10.38 Installed QuadGK ────────────────────── v2.11.2 Installed OpenBLAS32_jll ────────────── v0.3.24+0 Installed Reexport ──────────────────── v1.2.2 Installed Rmath_jll ─────────────────── v0.5.1+0 Installed CommonSubexpressions ──────── v0.3.1 Installed LogExpFunctions ───────────── v0.3.29 Installed DataStructures ────────────── v0.18.20 Installed Requires ──────────────────── v1.3.0 Installed FileIO ────────────────────── v1.16.6 Installed StructEquality ────────────── v2.1.0 Installed AliasTables ───────────────── v1.1.3 Installed MacroTools ────────────────── v0.5.15 Installed UnsafePointers ────────────── v1.0.0 Installed StatsAPI ──────────────────── v1.7.0 Installed Distributions ─────────────── v0.25.117 Installed Compat ────────────────────── v4.16.0 Installed CompositionsBase ──────────── v0.1.2 Installed OpenSpecFun_jll ───────────── v0.5.6+0 Installed SCS_jll ───────────────────── v3.2.7+0 Installed CodecZlib ─────────────────── v0.7.8 Installed LsqFit ────────────────────── v0.15.0 Installed InverseFunctions ──────────── v0.1.17 Installed CondaPkg ──────────────────── v0.2.25 Installed StringManipulation ────────── v0.4.1 Installed SortingAlgorithms ─────────── v1.2.1 Installed Missings ──────────────────── v1.2.0 Installed StatsBase ─────────────────── v0.34.4 Installed pixi_jll ──────────────────── v0.41.3+0 Installed StructTypes ───────────────── v1.11.0 Installed DocStringExtensions ───────── v0.9.3 Installed FiniteDiff ────────────────── v2.27.0 Installed QuantumACES ───────────────── v0.2.0 Installed MathOptInterface ──────────── v1.37.0 Updating `~/.julia/environments/v1.10/Project.toml` [57b1db7a] + QuantumACES v0.2.0 Updating `~/.julia/environments/v1.10/Manifest.toml` [7d9f7c33] + Accessors v0.1.41 [79e6a3ab] + Adapt v4.2.0 [66dad0bd] + AliasTables v1.1.3 [7d9fca2a] + Arpack v0.5.4 [4fba245c] + ArrayInterface v7.18.0 [6e4b80f9] + BenchmarkTools v1.6.0 [d360d2e6] + ChainRulesCore v1.25.1 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [992eb4ea] + CondaPkg v0.2.25 [187b0558] + ConstructionBase v1.5.8 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [e2d170a0] + DataValueInterfaces v1.0.0 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [31c24e10] + Distributions v0.25.117 [ffbed154] + DocStringExtensions v0.9.3 [5789e2e9] + FileIO v1.16.6 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 [26cc04aa] + FiniteDifferences v0.12.32 [f6369f11] + ForwardDiff v0.10.38 [34004b35] + HypergeometricFunctions v0.3.27 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [033835bb] + JLD2 v0.5.11 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.1 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [2fda8390] + LsqFit v0.15.0 [1914dd2f] + MacroTools v0.5.15 [b8f27783] + MathOptInterface v1.37.0 [0b3b1443] + MicroMamba v0.1.14 [e1d29d7a] + Missings v1.2.0 [d8a4904e] + MutableArithmetics v1.6.4 [d41bc354] + NLSolversBase v7.8.3 [77ba4419] + NaNMath v1.1.2 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [69de0a69] + Parsers v2.8.1 [fa939f87] + Pidfile v1.3.0 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [43287f4e] + PtrArrays v1.3.0 [6099a3de] + PythonCall v0.9.24 [1fd47b50] + QuadGK v2.11.2 [57b1db7a] + QuantumACES v0.2.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.0 [708f8203] + Richardson v1.4.2 [79098fc4] + Rmath v0.8.0 [c946c3f1] + SCS v2.0.2 [6c6a2e73] + Scratch v1.2.1 [efcf1570] + Setfield v1.1.1 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.0 [90137ffa] + StaticArrays v1.9.12 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.3.2 [892a3eda] + StringManipulation v0.4.1 [6ec83bb0] + StructEquality v2.1.0 [856f2bd8] + StructTypes v1.11.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [3bb67fe8] + TranscodingStreams v0.11.3 [e17b2a0c] + UnsafePointers v1.0.0 ⌅ [68821587] + Arpack_jll v3.5.1+1 [6e34b625] + Bzip2_jll v1.0.9+0 [1d63c593] + LLVMOpenMP_jll v18.1.7+0 ⌅ [656ef2d0] + OpenBLAS32_jll v0.3.24+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + 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LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.1+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 12.51s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 1168.1 ms ✓ TestEnv 1 dependency successfully precompiled in 4 seconds Precompiling package dependencies... Precompilation completed after 385.11s ################################################################################ # Testing # Testing QuantumACES Status `/tmp/jl_srb05s/Project.toml` [4c88cf16] Aqua v0.8.11 [31c24e10] Distributions v0.25.117 [f6369f11] ForwardDiff v0.10.38 [6099a3de] PythonCall v0.9.24 [57b1db7a] QuantumACES v0.2.0 [2913bbd2] StatsBase v0.34.4 [37e2e46d] LinearAlgebra [9a3f8284] Random [2f01184e] SparseArrays v1.10.0 [8dfed614] Test Status `/tmp/jl_srb05s/Manifest.toml` [7d9f7c33] Accessors v0.1.41 [79e6a3ab] Adapt v4.2.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.11 [7d9fca2a] Arpack v0.5.4 [4fba245c] ArrayInterface v7.18.0 [6e4b80f9] BenchmarkTools v1.6.0 [d360d2e6] ChainRulesCore v1.25.1 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [992eb4ea] CondaPkg v0.2.25 [187b0558] ConstructionBase v1.5.8 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [e2d170a0] DataValueInterfaces v1.0.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [5789e2e9] FileIO v1.16.6 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 [26cc04aa] FiniteDifferences v0.12.32 [f6369f11] ForwardDiff v0.10.38 [34004b35] HypergeometricFunctions v0.3.27 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [033835bb] JLD2 v0.5.11 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.1 [b964fa9f] LaTeXStrings v1.4.0 [2ab3a3ac] LogExpFunctions v0.3.29 [2fda8390] LsqFit v0.15.0 [1914dd2f] MacroTools v0.5.15 [b8f27783] MathOptInterface v1.37.0 [0b3b1443] MicroMamba v0.1.14 [e1d29d7a] Missings v1.2.0 [d8a4904e] MutableArithmetics v1.6.4 [d41bc354] NLSolversBase v7.8.3 [77ba4419] NaNMath v1.1.2 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [69de0a69] Parsers v2.8.1 [fa939f87] Pidfile v1.3.0 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [43287f4e] PtrArrays v1.3.0 [6099a3de] PythonCall v0.9.24 [1fd47b50] QuadGK v2.11.2 [57b1db7a] QuantumACES v0.2.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.0 [708f8203] Richardson v1.4.2 [79098fc4] Rmath v0.8.0 [c946c3f1] SCS v2.0.2 [6c6a2e73] Scratch v1.2.1 [efcf1570] Setfield v1.1.1 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.0 [90137ffa] StaticArrays v1.9.12 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.3.2 [892a3eda] StringManipulation v0.4.1 [6ec83bb0] StructEquality v2.1.0 [856f2bd8] StructTypes v1.11.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [3bb67fe8] TranscodingStreams v0.11.3 [e17b2a0c] UnsafePointers v1.0.0 ⌅ [68821587] Arpack_jll v3.5.1+1 [6e34b625] Bzip2_jll v1.0.9+0 [1d63c593] LLVMOpenMP_jll v18.1.7+0 ⌅ [656ef2d0] OpenBLAS32_jll v0.3.24+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [f4f2fc5b] SCS_jll v3.2.7+0 [f8abcde7] micromamba_jll v1.5.8+0 [4d7b5844] pixi_jll v0.41.3+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [4af54fe1] LazyArtifacts [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [9abbd945] Profile [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [05823500] OpenLibm_jll v0.8.1+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... CondaPkg Found dependencies: /home/pkgeval/.julia/packages/PythonCall/WMWY0/CondaPkg.toml CondaPkg Found dependencies: /home/pkgeval/.julia/packages/QuantumACES/eF3ns/CondaPkg.toml CondaPkg Resolving changes + beliefmatching (pip) + libstdcxx-ng + pymatching (pip) + python + qiskit (pip) + qiskit-aer (pip) + stim (pip) + uv CondaPkg Initialising pixi │ /home/pkgeval/.julia/artifacts/cefba4912c2b400756d043a2563ef77a0088866b/bin/pixi │ init │ --format pixi └ /tmp/jl_srb05s/.CondaPkg ✔ Created /tmp/jl_srb05s/.CondaPkg/pixi.toml CondaPkg Wrote /tmp/jl_srb05s/.CondaPkg/pixi.toml │ [dependencies] │ uv = ">=0.4" │ libstdcxx-ng = ">=3.4,<13.0" │ │ [dependencies.python] │ channel = "conda-forge" │ build = "*cpython*" │ version = ">=3.8,<4" │ │ [project] │ name = ".CondaPkg" │ platforms = ["linux-64"] │ channels = ["conda-forge"] │ channel-priority = "disabled" │ description = "automatically generated by CondaPkg.jl" │ │ [pypi-dependencies] │ qiskit-aer = ">=0.15,<1" │ beliefmatching = ">=0.1,<1" │ stim = ">=1.14,<2" │ pymatching = ">=2.2,<3" └ qiskit = ">=1.3,<2" CondaPkg Installing packages │ /home/pkgeval/.julia/artifacts/cefba4912c2b400756d043a2563ef77a0088866b/bin/pixi │ install └ --manifest-path /tmp/jl_srb05s/.CondaPkg/pixi.toml ✔ The default environment has been installed. Completed Aqua tests. Time elapsed: 76.8 seconds. Completed noise tests. Time elapsed: 119.6 seconds. Simulating memory type x, dividing the shots into 2 batches. Sampled batch 1 of 2 in 0.0 s. The time elapsed since simulation started is 0.0 s. Decoded batch 1 with decoder 1 in 0.0 s. Decoded batch 1 with decoder 2 in 0.0 s. Sampled batch 2 of 2 in 0.0 s. The time elapsed since simulation started is 0.41 s. Decoded batch 2 with decoder 1 in 0.0 s. Decoded batch 2 with decoder 2 in 0.0 s. Simulated memory type x in 0.76 s. Simulating memory type z, dividing the shots into 2 batches. Sampled batch 1 of 2 in 0.0 s. The time elapsed since simulation started is 0.0 s. Decoded batch 1 with decoder 1 in 0.0 s. Decoded batch 1 with decoder 2 in 0.0 s. Sampled batch 2 of 2 in 0.0 s. The time elapsed since simulation started is 0.36 s. Decoded batch 2 with decoder 1 in 0.0 s. Decoded batch 2 with decoder 2 in 0.0 s. Simulated memory type z in 0.72 s. ┌───────────────┬─────────────────────┬─────────────────────┐ │ Decoder label │ Memory X error rate │ Memory Z error rate │ ├───────────────┼─────────────────────┼─────────────────────┤ │ Decoder 1 │ 4.2969 ± 0.8971% │ 4.2969 ± 0.8971% │ │ Decoder 2 │ 4.2969 ± 0.8971% │ 4.4922 ± 0.9163% │ └───────────────┴─────────────────────┴─────────────────────┘ ┌───────────────┬─────────────────────┬─────────────────────┐ │ Decoder label │ Memory X error rate │ Memory Z error rate │ ├───────────────┼─────────────────────┼─────────────────────┤ │ Decoder 1 │ 4.2969 ± 0.8971% │ 4.2969 ± 0.8971% │ │ Decoder 2 │ 4.2969 ± 0.9163% │ 4.4922 ± 0.8971% │ └───────────────┴─────────────────────┴─────────────────────┘ /tmp/jl_srb05s/.CondaPkg/.pixi/envs/default/lib/python3.12/site-packages/ldpc/_legacy_ldpc_v1/_legacy_bp_decoder.py:46: UserWarning: This is the old syntax for the `bp_decoder` from `ldpc v1`. Use the `BpDecoder` class from `ldpc v2` for additional features. warnings.warn( Completed Stim circuit tests. Time elapsed: 218.3 seconds. The gls ordinary gradient took 0.495 s to compute, whereas ForwardDiff took 29.999 s. The optimised gls ordinary figure of merit is 2.579, whereas the unoptimised gls ordinary figure of merit is 2.963. The wls relative gradient took 0.713 s to compute, whereas ForwardDiff took 30.6 s. The optimised wls relative figure of merit is 2.17, whereas the unoptimised wls relative figure of merit is 2.552. The ols marginal gradient took 0.523 s to compute, whereas ForwardDiff took 20.749 s. The optimised ols marginal figure of merit is 2.875, whereas the unoptimised ols marginal figure of merit is 3.008. Design for a rotated_planar_3_3 circuit with 17 tuples and 143 experiments. ┌─────────────┬─────────────────────────────┬───────────────┐ │ Shot weight │ Tuple │ Repeat number │ ├─────────────┼─────────────────────────────┼───────────────┤ │ 0.033236 │ Int64[] │ 1 │ │ 0.031837 │ [1] │ 1 │ │ 0.095512 │ [2] │ 1 │ │ 0.031837 │ [3] │ 1 │ │ 0.095512 │ [4] │ 1 │ │ 0.031837 │ [5] │ 1 │ │ 0.095512 │ [6] │ 1 │ │ 0.095512 │ [8] │ 1 │ │ 0.016618 │ [10] │ 1 │ │ 0.373140 │ [1, 2, 3, 4, 5, 6, 3, 8, 1] │ 1 │ │ 0.005829 │ [1] │ 107 │ │ 0.005829 │ [3] │ 107 │ │ 0.007290 │ [5] │ 81 │ │ 0.020125 │ [2, 5] │ 45 │ │ 0.020125 │ [4, 5] │ 45 │ │ 0.020125 │ [6, 5] │ 45 │ │ 0.020125 │ [8, 5] │ 45 │ └─────────────┴─────────────────────────────┴───────────────┘ + Y9 Y13 => + X9 X13 : (X:2:[9]) : X (23), Y (22) (X:2:[13]) : X (23), Y (22) (CZ:1:[9, 13]) : XX (22), YY (23) (PY:0:[9]) : X (1) (PY:0:[13]) : X (1) 154 of 1515 estimated eigenvalues are smaller than 0.1 and will be omitted from the estimation procedure, the smallest being 0.0006532991989273151, and the largest being 0.09990444475328186. Completed design merit tests. Time elapsed: 554.2 seconds. The repetition number 107 has been capped according to the maximum depth at 59. The repetition number 45 has been capped according to the maximum depth at 29. The repetition number 81 has been capped according to the maximum depth at 59. The repetition number 61 has been capped according to the maximum depth at 59. The repetition number 31 has been capped according to the maximum depth at 29. The repetition number 61 has been capped according to the maximum depth at 59. Cycling has fully converged after 1 cycles. The gls relative figure of merit is 0.30468, with repetition numbers [59, 29, 59]. The time elapsed since starting is 14.628 s. The time taken to optimise the repetitions is 14.628 s. The gls ordinary figure of merit is 1.82292 with 17 tuples in the set. The gls ordinary figure of merit is 1.78542 with 18 tuples in the set. The gls ordinary figure of merit is 1.76714 with 19 tuples in the set. The gls ordinary figure of merit is 1.74665 with 20 tuples in the set. Grew the tuple set to 20 tuples. The gls ordinary figure of merit is 1.71324 with 19 tuples in the set. The gls ordinary figure of merit is 1.68232 with 18 tuples in the set. The gls ordinary figure of merit is 1.65786 with 17 tuples in the set. The gls ordinary figure of merit is 1.65009 with 16 tuples in the set. Pruned the tuple set until only 16 remain. Excursion 1 complete, obtaining a design with figure of merit 1.65009. The time elapsed since starting is 5.821 s. The gls ordinary figure of merit is 1.5609 with 17 tuples in the set. The gls ordinary figure of merit is 1.53871 with 18 tuples in the set. The gls ordinary figure of merit is 1.48922 with 19 tuples in the set. The gls ordinary figure of merit is 1.47341 with 20 tuples in the set. Grew the tuple set to 20 tuples. The gls ordinary figure of merit is 1.47474 with 19 tuples in the set. The gls ordinary figure of merit is 1.489 with 18 tuples in the set. Pruned the tuple set until only 18 remain. Excursion 2 complete, obtaining a design with figure of merit 1.489. The time elapsed since starting is 11.313 s. Design optimisation complete. The time elapsed since starting is 11.313 s. The time taken to optimise the tuple set is 11.313 s, and the overall time elapsed is 27.498 s. The gls prod figure of merit was 0.79378 prior to step 1. The maximum number of steps 2 has been reached without convergence. The gls prod figure of merit is 0.77093, which differs from the previous step by 0.022853, whereas the threshold for convergence is 1.0e-5. The time taken to optimise the shot weights is 6.758 s, and the overall time elapsed is 34.256 s. Generating the design at distance 3 took 2.62 s. Calculating the merit at distance 3 took 0.611 s. Generating the design at distance 4 took 8.207 s. Calculating the merit at distance 4 took 3.757 s. Generating the design at distance 5 took 21.164 s. Calculating the merit at distance 5 took 14.146 s. Finished calculating merit scaling with distance. The time elapsed since calculations started is 52.361 s. Generating the design at distance 3 took 2.589 s. Calculating the depolarising merit at distance 3 took 0.606 s. Calculated 2 merits at distance 3. The GLS and WLS relative standard errors of the mean are 0.00254 and 0.000733, respectively, compared to the desired precision 1.0. The time elapsed for this ensemble is 1.657 s. Calculating the ensemble of 3 merits at distance 3 took 2.476 s. Generating the design at distance 4 took 8.266 s. Calculating the depolarising merit at distance 4 took 3.957 s. Calculated 2 merits at distance 4. The GLS and WLS relative standard errors of the mean are 0.00676 and 0.00729, respectively, compared to the desired precision 1.0. The time elapsed for this ensemble is 8.573 s. Calculating the ensemble of 3 merits at distance 4 took 12.13 s. Generating the design at distance 5 took 20.74 s. Calculating the depolarising merit at distance 5 took 14.032 s. Calculated 2 merits at distance 5. The GLS and WLS relative standard errors of the mean are 0.00212 and 0.00166, respectively, compared to the desired precision 1.0. The time elapsed for this ensemble is 26.91 s. Calculating the ensemble of 3 merits at distance 5 took 40.586 s. Finished calculating the merit ensemble scaling with distance. The time elapsed since calculations started is 107.335 s. For tuple 1, the mappings took 0.03 s, the consistency sets took 0.06 s, packing the Paulis took 0.09 s, and the covariance dictionary took 0.02 s. Since starting, 0.22 s have elapsed. For tuple 2, the mappings took 0.03 s, the consistency sets took 0.06 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.02 s. Since starting, 0.39 s have elapsed. For tuple 3, the mappings took 0.03 s, the consistency sets took 0.11 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.02 s. Since starting, 0.6 s have elapsed. For tuple 4, the mappings took 0.03 s, the consistency sets took 0.1 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.02 s. Since starting, 0.81 s have elapsed. For tuple 5, the mappings took 0.02 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.0 s. Since starting, 0.86 s have elapsed. For tuple 6, the mappings took 0.04 s, the consistency sets took 0.09 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.03 s. Since starting, 1.07 s have elapsed. For tuple 7, the mappings took 0.04 s, the consistency sets took 0.07 s, packing the Paulis took 0.05 s, and the covariance dictionary took 0.05 s. Since starting, 1.29 s have elapsed. For tuple 8, the mappings took 0.04 s, the consistency sets took 0.06 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.03 s. Since starting, 1.47 s have elapsed. For tuple 9, the mappings took 0.09 s, the consistency sets took 0.06 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.04 s. Since starting, 1.71 s have elapsed. For tuple 10, the mappings took 0.13 s, the consistency sets took 0.18 s, packing the Paulis took 0.21 s, and the covariance dictionary took 0.35 s. Since starting, 2.6 s have elapsed. For tuple 11, the mappings took 0.05 s, the consistency sets took 0.04 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.01 s. Since starting, 2.73 s have elapsed. For tuple 12, the mappings took 0.15 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.09 s. Since starting, 3.0 s have elapsed. For tuple 13, the mappings took 0.34 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.14 s. Since starting, 3.51 s have elapsed. For tuple 14, the mappings took 0.16 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.05 s. Since starting, 3.76 s have elapsed. For tuple 15, the mappings took 0.34 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.11 s. Since starting, 4.28 s have elapsed. For tuple 16, the mappings took 0.19 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.05 s. Since starting, 4.55 s have elapsed. For tuple 17, the mappings took 0.37 s, the consistency sets took 0.01 s, packing the Paulis took 0.01 s, and the covariance dictionary took 0.11 s. Since starting, 5.07 s have elapsed. For tuple 18, the mappings took 0.36 s, the consistency sets took 0.09 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.23 s. Since starting, 5.8 s have elapsed. For tuple 19, the mappings took 0.68 s, the consistency sets took 0.06 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.44 s. Since starting, 7.04 s have elapsed. For tuple 20, the mappings took 0.36 s, the consistency sets took 0.06 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.22 s. Since starting, 7.74 s have elapsed. For tuple 21, the mappings took 0.68 s, the consistency sets took 0.09 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.4 s. Since starting, 8.97 s have elapsed. For tuple 22, the mappings took 0.38 s, the consistency sets took 0.1 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.25 s. Since starting, 9.75 s have elapsed. For tuple 23, the mappings took 0.7 s, the consistency sets took 0.07 s, packing the Paulis took 0.04 s, and the covariance dictionary took 0.47 s. Since starting, 11.04 s have elapsed. For tuple 24, the mappings took 0.38 s, the consistency sets took 0.07 s, packing the Paulis took 0.05 s, and the covariance dictionary took 0.23 s. Since starting, 11.78 s have elapsed. For tuple 25, the mappings took 0.71 s, the consistency sets took 0.12 s, packing the Paulis took 0.06 s, and the covariance dictionary took 0.45 s. Since starting, 13.14 s have elapsed. Generated the design for all 25 tuples in 13.14 s. Simulated sampling experiment 1 of 9 for tuple 1 of 25. The time elapsed since simulation started is 1.548 s. Simulated sampling experiment 2 of 9 for tuple 1 of 25. The time elapsed since simulation started is 1.686 s. Simulated sampling experiment 3 of 9 for tuple 1 of 25. The time elapsed since simulation started is 1.823 s. Simulated sampling experiment 4 of 9 for tuple 1 of 25. The time elapsed since simulation started is 1.96 s. Simulated sampling experiment 5 of 9 for tuple 1 of 25. The time elapsed since simulation started is 2.04 s. Simulated sampling experiment 6 of 9 for tuple 1 of 25. The time elapsed since simulation started is 2.12 s. Simulated sampling experiment 7 of 9 for tuple 1 of 25. The time elapsed since simulation started is 2.228 s. Simulated sampling experiment 8 of 9 for tuple 1 of 25. The time elapsed since simulation started is 2.311 s. Simulated sampling experiment 9 of 9 for tuple 1 of 25. The time elapsed since simulation started is 2.388 s. Simulated sampling experiment 1 of 9 for tuple 2 of 25. The time elapsed since simulation started is 2.592 s. Simulated sampling experiment 2 of 9 for tuple 2 of 25. The time elapsed since simulation started is 2.737 s. Simulated sampling experiment 3 of 9 for tuple 2 of 25. The time elapsed since simulation started is 2.88 s. Simulated sampling experiment 4 of 9 for tuple 2 of 25. The time elapsed since simulation started is 3.024 s. Simulated sampling experiment 5 of 9 for tuple 2 of 25. The time elapsed since simulation started is 3.105 s. Simulated sampling experiment 6 of 9 for tuple 2 of 25. The time elapsed since simulation started is 3.188 s. Simulated sampling experiment 7 of 9 for tuple 2 of 25. The time elapsed since simulation started is 3.302 s. Simulated sampling experiment 8 of 9 for tuple 2 of 25. The time elapsed since simulation started is 3.386 s. Simulated sampling experiment 9 of 9 for tuple 2 of 25. The time elapsed since simulation started is 3.468 s. Simulated sampling experiment 1 of 9 for tuple 3 of 25. The time elapsed since simulation started is 3.719 s. Simulated sampling experiment 2 of 9 for tuple 3 of 25. The time elapsed since simulation started is 3.909 s. Simulated sampling experiment 3 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.099 s. Simulated sampling experiment 4 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.291 s. Simulated sampling experiment 5 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.398 s. Simulated sampling experiment 6 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.507 s. Simulated sampling experiment 7 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.665 s. Simulated sampling experiment 8 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.777 s. Simulated sampling experiment 9 of 9 for tuple 3 of 25. The time elapsed since simulation started is 4.882 s. Simulated sampling experiment 1 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.102 s. Simulated sampling experiment 2 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.258 s. Simulated sampling experiment 3 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.414 s. Simulated sampling experiment 4 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.572 s. Simulated sampling experiment 5 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.659 s. Simulated sampling experiment 6 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.747 s. Simulated sampling experiment 7 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.87 s. Simulated sampling experiment 8 of 9 for tuple 4 of 25. The time elapsed since simulation started is 5.96 s. Simulated sampling experiment 9 of 9 for tuple 4 of 25. The time elapsed since simulation started is 6.045 s. Simulated sampling experiment 1 of 3 for tuple 5 of 25. The time elapsed since simulation started is 6.197 s. Simulated sampling experiment 2 of 3 for tuple 5 of 25. The time elapsed since simulation started is 6.287 s. Simulated sampling experiment 3 of 3 for tuple 5 of 25. The time elapsed since simulation started is 6.381 s. Simulated sampling experiment 1 of 9 for tuple 6 of 25. The time elapsed since simulation started is 6.523 s. Simulated sampling experiment 2 of 9 for tuple 6 of 25. The time elapsed since simulation started is 6.665 s. Simulated sampling experiment 3 of 9 for tuple 6 of 25. The time elapsed since simulation started is 6.807 s. Simulated sampling experiment 4 of 9 for tuple 6 of 25. The time elapsed since simulation started is 6.948 s. Simulated sampling experiment 5 of 9 for tuple 6 of 25. The time elapsed since simulation started is 7.028 s. Simulated sampling experiment 6 of 9 for tuple 6 of 25. The time elapsed since simulation started is 7.106 s. Simulated sampling experiment 7 of 9 for tuple 6 of 25. The time elapsed since simulation started is 7.22 s. Simulated sampling experiment 8 of 9 for tuple 6 of 25. The time elapsed since simulation started is 7.301 s. Simulated sampling experiment 9 of 9 for tuple 6 of 25. The time elapsed since simulation started is 7.38 s. Simulated sampling experiment 1 of 9 for tuple 7 of 25. The time elapsed since simulation started is 7.533 s. Simulated sampling experiment 2 of 9 for tuple 7 of 25. The time elapsed since simulation started is 7.687 s. Simulated sampling experiment 3 of 9 for tuple 7 of 25. The time elapsed since simulation started is 7.843 s. Simulated sampling experiment 4 of 9 for tuple 7 of 25. The time elapsed since simulation started is 7.999 s. Simulated sampling experiment 5 of 9 for tuple 7 of 25. The time elapsed since simulation started is 8.087 s. Simulated sampling experiment 6 of 9 for tuple 7 of 25. The time elapsed since simulation started is 8.173 s. Simulated sampling experiment 7 of 9 for tuple 7 of 25. The time elapsed since simulation started is 8.297 s. Simulated sampling experiment 8 of 9 for tuple 7 of 25. The time elapsed since simulation started is 8.383 s. Simulated sampling experiment 9 of 9 for tuple 7 of 25. The time elapsed since simulation started is 8.467 s. Simulated sampling experiment 1 of 9 for tuple 8 of 25. The time elapsed since simulation started is 8.704 s. Simulated sampling experiment 2 of 9 for tuple 8 of 25. The time elapsed since simulation started is 8.835 s. Simulated sampling experiment 3 of 9 for tuple 8 of 25. The time elapsed since simulation started is 8.969 s. Simulated sampling experiment 4 of 9 for tuple 8 of 25. The time elapsed since simulation started is 9.103 s. Simulated sampling experiment 5 of 9 for tuple 8 of 25. The time elapsed since simulation started is 9.182 s. Simulated sampling experiment 6 of 9 for tuple 8 of 25. The time elapsed since simulation started is 9.258 s. Simulated sampling experiment 7 of 9 for tuple 8 of 25. The time elapsed since simulation started is 9.365 s. Simulated sampling experiment 8 of 9 for tuple 8 of 25. The time elapsed since simulation started is 9.441 s. Simulated sampling experiment 9 of 9 for tuple 8 of 25. The time elapsed since simulation started is 9.517 s. Simulated sampling experiment 1 of 9 for tuple 9 of 25. The time elapsed since simulation started is 9.822 s. Simulated sampling experiment 2 of 9 for tuple 9 of 25. The time elapsed since simulation started is 9.949 s. Simulated sampling experiment 3 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.077 s. Simulated sampling experiment 4 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.204 s. Simulated sampling experiment 5 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.308 s. Simulated sampling experiment 6 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.382 s. Simulated sampling experiment 7 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.455 s. Simulated sampling experiment 8 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.53 s. Simulated sampling experiment 9 of 9 for tuple 9 of 25. The time elapsed since simulation started is 10.604 s. Simulated sampling experiment 1 of 25 for tuple 10 of 25. The time elapsed since simulation started is 10.881 s. Simulated sampling experiment 2 of 25 for tuple 10 of 25. The time elapsed since simulation started is 10.97 s. Simulated sampling experiment 3 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.142 s. Simulated sampling experiment 4 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.252 s. Simulated sampling experiment 5 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.388 s. Simulated sampling experiment 6 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.518 s. Simulated sampling experiment 7 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.62 s. Simulated sampling experiment 8 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.73 s. Simulated sampling experiment 9 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.817 s. Simulated sampling experiment 10 of 25 for tuple 10 of 25. The time elapsed since simulation started is 11.915 s. Simulated sampling experiment 11 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.001 s. Simulated sampling experiment 12 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.113 s. Simulated sampling experiment 13 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.182 s. Simulated sampling experiment 14 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.274 s. Simulated sampling experiment 15 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.405 s. Simulated sampling experiment 16 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.493 s. Simulated sampling experiment 17 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.554 s. Simulated sampling experiment 18 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.651 s. Simulated sampling experiment 19 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.768 s. Simulated sampling experiment 20 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.874 s. Simulated sampling experiment 21 of 25 for tuple 10 of 25. The time elapsed since simulation started is 12.992 s. Simulated sampling experiment 22 of 25 for tuple 10 of 25. The time elapsed since simulation started is 13.092 s. Simulated sampling experiment 23 of 25 for tuple 10 of 25. The time elapsed since simulation started is 13.22 s. Simulated sampling experiment 24 of 25 for tuple 10 of 25. The time elapsed since simulation started is 13.385 s. Simulated sampling experiment 25 of 25 for tuple 10 of 25. The time elapsed since simulation started is 13.484 s. Simulated sampling experiment 1 of 3 for tuple 11 of 25. The time elapsed since simulation started is 13.662 s. Simulated sampling experiment 2 of 3 for tuple 11 of 25. The time elapsed since simulation started is 13.72 s. Simulated sampling experiment 3 of 3 for tuple 11 of 25. The time elapsed since simulation started is 13.778 s. Simulated sampling experiment 1 of 3 for tuple 12 of 25. The time elapsed since simulation started is 14.014 s. Simulated sampling experiment 2 of 3 for tuple 12 of 25. The time elapsed since simulation started is 14.19 s. Simulated sampling experiment 3 of 3 for tuple 12 of 25. The time elapsed since simulation started is 14.369 s. Simulated sampling experiment 1 of 3 for tuple 13 of 25. The time elapsed since simulation started is 14.683 s. Simulated sampling experiment 2 of 3 for tuple 13 of 25. The time elapsed since simulation started is 14.867 s. Simulated sampling experiment 3 of 3 for tuple 13 of 25. The time elapsed since simulation started is 15.053 s. Simulated sampling experiment 1 of 3 for tuple 14 of 25. The time elapsed since simulation started is 15.237 s. Simulated sampling experiment 2 of 3 for tuple 14 of 25. The time elapsed since simulation started is 15.42 s. Simulated sampling experiment 3 of 3 for tuple 14 of 25. The time elapsed since simulation started is 15.612 s. Simulated sampling experiment 1 of 3 for tuple 15 of 25. The time elapsed since simulation started is 15.826 s. Simulated sampling experiment 2 of 3 for tuple 15 of 25. The time elapsed since simulation started is 16.039 s. Simulated sampling experiment 3 of 3 for tuple 15 of 25. The time elapsed since simulation started is 16.241 s. Simulated sampling experiment 1 of 3 for tuple 16 of 25. The time elapsed since simulation started is 16.515 s. Simulated sampling experiment 2 of 3 for tuple 16 of 25. The time elapsed since simulation started is 16.722 s. Simulated sampling experiment 3 of 3 for tuple 16 of 25. The time elapsed since simulation started is 16.931 s. Simulated sampling experiment 1 of 3 for tuple 17 of 25. The time elapsed since simulation started is 17.277 s. Simulated sampling experiment 2 of 3 for tuple 17 of 25. The time elapsed since simulation started is 17.501 s. Simulated sampling experiment 3 of 3 for tuple 17 of 25. The time elapsed since simulation started is 17.728 s. Simulated sampling experiment 1 of 9 for tuple 18 of 25. The time elapsed since simulation started is 17.991 s. Simulated sampling experiment 2 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.138 s. Simulated sampling experiment 3 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.286 s. Simulated sampling experiment 4 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.434 s. Simulated sampling experiment 5 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.55 s. Simulated sampling experiment 6 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.666 s. Simulated sampling experiment 7 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.8 s. Simulated sampling experiment 8 of 9 for tuple 18 of 25. The time elapsed since simulation started is 18.917 s. Simulated sampling experiment 9 of 9 for tuple 18 of 25. The time elapsed since simulation started is 19.034 s. Simulated sampling experiment 1 of 9 for tuple 19 of 25. The time elapsed since simulation started is 19.315 s. Simulated sampling experiment 2 of 9 for tuple 19 of 25. The time elapsed since simulation started is 19.48 s. Simulated sampling experiment 3 of 9 for tuple 19 of 25. The time elapsed since simulation started is 19.646 s. Simulated sampling experiment 4 of 9 for tuple 19 of 25. The time elapsed since simulation started is 19.812 s. Simulated sampling experiment 5 of 9 for tuple 19 of 25. The time elapsed since simulation started is 19.954 s. Simulated sampling experiment 6 of 9 for tuple 19 of 25. The time elapsed since simulation started is 20.096 s. Simulated sampling experiment 7 of 9 for tuple 19 of 25. The time elapsed since simulation started is 20.252 s. Simulated sampling experiment 8 of 9 for tuple 19 of 25. The time elapsed since simulation started is 20.396 s. Simulated sampling experiment 9 of 9 for tuple 19 of 25. The time elapsed since simulation started is 20.539 s. Simulated sampling experiment 1 of 9 for tuple 20 of 25. The time elapsed since simulation started is 20.804 s. Simulated sampling experiment 2 of 9 for tuple 20 of 25. The time elapsed since simulation started is 20.955 s. Simulated sampling experiment 3 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.105 s. Simulated sampling experiment 4 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.255 s. Simulated sampling experiment 5 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.375 s. Simulated sampling experiment 6 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.494 s. Simulated sampling experiment 7 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.632 s. Simulated sampling experiment 8 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.754 s. Simulated sampling experiment 9 of 9 for tuple 20 of 25. The time elapsed since simulation started is 21.875 s. Simulated sampling experiment 1 of 9 for tuple 21 of 25. The time elapsed since simulation started is 22.078 s. Simulated sampling experiment 2 of 9 for tuple 21 of 25. The time elapsed since simulation started is 22.246 s. Simulated sampling experiment 3 of 9 for tuple 21 of 25. The time elapsed since simulation started is 22.413 s. Simulated sampling experiment 4 of 9 for tuple 21 of 25. The time elapsed since simulation started is 22.577 s. Simulated sampling experiment 5 of 9 for tuple 21 of 25. The time elapsed since simulation started is 22.72 s. Simulated sampling experiment 6 of 9 for tuple 21 of 25. The time elapsed since simulation started is 22.865 s. Simulated sampling experiment 7 of 9 for tuple 21 of 25. The time elapsed since simulation started is 23.024 s. Simulated sampling experiment 8 of 9 for tuple 21 of 25. The time elapsed since simulation started is 23.167 s. Simulated sampling experiment 9 of 9 for tuple 21 of 25. The time elapsed since simulation started is 23.311 s. Simulated sampling experiment 1 of 9 for tuple 22 of 25. The time elapsed since simulation started is 23.481 s. Simulated sampling experiment 2 of 9 for tuple 22 of 25. The time elapsed since simulation started is 23.642 s. Simulated sampling experiment 3 of 9 for tuple 22 of 25. The time elapsed since simulation started is 23.803 s. Simulated sampling experiment 4 of 9 for tuple 22 of 25. The time elapsed since simulation started is 23.964 s. Simulated sampling experiment 5 of 9 for tuple 22 of 25. The time elapsed since simulation started is 24.09 s. Simulated sampling experiment 6 of 9 for tuple 22 of 25. The time elapsed since simulation started is 24.215 s. Simulated sampling experiment 7 of 9 for tuple 22 of 25. The time elapsed since simulation started is 24.36 s. Simulated sampling experiment 8 of 9 for tuple 22 of 25. The time elapsed since simulation started is 24.485 s. Simulated sampling experiment 9 of 9 for tuple 22 of 25. The time elapsed since simulation started is 24.614 s. Simulated sampling experiment 1 of 9 for tuple 23 of 25. The time elapsed since simulation started is 25.092 s. Simulated sampling experiment 2 of 9 for tuple 23 of 25. The time elapsed since simulation started is 25.258 s. Simulated sampling experiment 3 of 9 for tuple 23 of 25. The time elapsed since simulation started is 25.423 s. Simulated sampling experiment 4 of 9 for tuple 23 of 25. The time elapsed since simulation started is 25.589 s. Simulated sampling experiment 5 of 9 for tuple 23 of 25. The time elapsed since simulation started is 25.73 s. Simulated sampling experiment 6 of 9 for tuple 23 of 25. The time elapsed since simulation started is 25.869 s. Simulated sampling experiment 7 of 9 for tuple 23 of 25. The time elapsed since simulation started is 26.023 s. Simulated sampling experiment 8 of 9 for tuple 23 of 25. The time elapsed since simulation started is 26.163 s. Simulated sampling experiment 9 of 9 for tuple 23 of 25. The time elapsed since simulation started is 26.303 s. Simulated sampling experiment 1 of 9 for tuple 24 of 25. The time elapsed since simulation started is 26.46 s. Simulated sampling experiment 2 of 9 for tuple 24 of 25. The time elapsed since simulation started is 26.609 s. Simulated sampling experiment 3 of 9 for tuple 24 of 25. The time elapsed since simulation started is 26.758 s. Simulated sampling experiment 4 of 9 for tuple 24 of 25. The time elapsed since simulation started is 26.906 s. Simulated sampling experiment 5 of 9 for tuple 24 of 25. The time elapsed since simulation started is 27.022 s. Simulated sampling experiment 6 of 9 for tuple 24 of 25. The time elapsed since simulation started is 27.137 s. Simulated sampling experiment 7 of 9 for tuple 24 of 25. The time elapsed since simulation started is 27.271 s. Simulated sampling experiment 8 of 9 for tuple 24 of 25. The time elapsed since simulation started is 27.387 s. Simulated sampling experiment 9 of 9 for tuple 24 of 25. The time elapsed since simulation started is 27.503 s. Simulated sampling experiment 1 of 9 for tuple 25 of 25. The time elapsed since simulation started is 27.676 s. Simulated sampling experiment 2 of 9 for tuple 25 of 25. The time elapsed since simulation started is 27.84 s. Simulated sampling experiment 3 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.002 s. Simulated sampling experiment 4 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.165 s. Simulated sampling experiment 5 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.302 s. Simulated sampling experiment 6 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.439 s. Simulated sampling experiment 7 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.59 s. Simulated sampling experiment 8 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.727 s. Simulated sampling experiment 9 of 9 for tuple 25 of 25. The time elapsed since simulation started is 28.864 s. Sampling 1.201e7 shots, corresponding to the measurement budget 2.0e7, divided between 193 experiments for the 25 tuples, and then estimating the circuit eigenvalues for each of the 2 measurement budgets, took 28.864 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 2 measurement budgets took 2.23 s. Simulated 1 of 1 repetitions of ACES. The time elapsed since simulation started is 31.095 s. Simulated all 1 repetitions of ACES. The time elapsed since simulation started is 36.204 s. Loading 1 of 2 repetitions of simulated ACES data. Sampling 1.201e7 shots, corresponding to the measurement budget 2.0e7, divided between 193 experiments for the 25 tuples, and then estimating the circuit eigenvalues for each of the 2 measurement budgets, took 16.716 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 2 measurement budgets took 1.93 s. Simulated 2 of 2 repetitions of ACES. The time elapsed since simulation started is 18.647 s. Simulated all 2 repetitions of ACES. The time elapsed since simulation started is 23.183 s. ┌────────────┬────────────────┬──────────────────┬────────────────┬──────────────────┬────────────────┬──────────────────┐ │ Repetition │ GLS S = 10^7.0 │ GLS S = 10^7.301 │ WLS S = 10^7.0 │ WLS S = 10^7.301 │ OLS S = 10^7.0 │ OLS S = 10^7.301 │ ├────────────┼────────────────┼──────────────────┼────────────────┼──────────────────┼────────────────┼──────────────────┤ │ 1 │ -0.2300 │ 0.3991 │ 0.8365 │ 1.0207 │ -0.2834 │ 0.1075 │ │ 2 │ 1.6548 │ -0.3002 │ 1.7901 │ -0.0824 │ 0.8056 │ 0.1318 │ └────────────┴────────────────┴──────────────────┴────────────────┴──────────────────┴────────────────┴──────────────────┘ ┌──────┬────────────────┬────────────────┬────────────────┬──────────────────────┬──────────────────────┬──────────────────────┐ │ Type │ Ordinary NRMSE │ Marginal NRMSE │ Relative NRMSE │ Proj. Ordinary NRMSE │ Proj. Marginal NRMSE │ Proj. Relative NRMSE │ ├──────┼────────────────┼────────────────┼────────────────┼──────────────────────┼──────────────────────┼──────────────────────┤ │ GLS │ 1.6915 │ 0.8505 │ 0.3767 │ 1.3906 │ 0.8491 │ 0.3729 │ │ WLS │ 1.8266 │ 0.8598 │ 0.3784 │ 1.509 │ 0.8587 │ 0.3752 │ │ OLS │ 3.0181 │ 1.0293 │ 0.4117 │ 2.5594 │ 1.2677 │ 0.91 │ └──────┴────────────────┴────────────────┴────────────────┴──────────────────────┴──────────────────────┴──────────────────────┘ ┌──────┬────────────────┬────────────────┬────────────────┬──────────────────────┬──────────────────────┬──────────────────────┐ │ Type │ Ordinary score │ Marginal score │ Relative score │ Proj. Ordinary score │ Proj. Marginal score │ Proj. Relative score │ ├──────┼────────────────┼────────────────┼────────────────┼──────────────────────┼──────────────────────┼──────────────────────┤ │ GLS │ -0.3002 │ 0.5099 │ 0.2869 │ -4.2452 │ 0.4788 │ -0.0235 │ │ WLS │ -0.0824 │ 0.3354 │ 0.2845 │ -4.2074 │ 0.3099 │ 0.0267 │ │ OLS │ 0.1318 │ -0.1061 │ 0.3501 │ -3.6198 │ 4.3101 │ 36.5343 │ └──────┴────────────────┴────────────────┴────────────────┴──────────────────────┴──────────────────────┴──────────────────────┘ The design does not have full covariance matrix data. Generating this data. BE CAREFUL: this may consume extreme amounts of memory and be extremely slow. Sampling 1.201e7 shots, corresponding to the measurement budget 2.0e7, divided between 193 experiments for the 25 tuples, and then estimating the circuit eigenvalues for each of the 2 measurement budgets, took 12.472 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 2 measurement budgets took 1.283 s. Simulated 1 of 1 repetitions of ACES. The time elapsed since simulation started is 13.756 s. Simulated all 1 repetitions of ACES. The time elapsed since simulation started is 13.756 s. ┌────────────┬────────────────┬──────────────────┬────────────────┬──────────────────┬────────────────┬──────────────────┐ │ Repetition │ GLS S = 10^7.0 │ GLS S = 10^7.301 │ WLS S = 10^7.0 │ WLS S = 10^7.301 │ OLS S = 10^7.0 │ OLS S = 10^7.301 │ ├────────────┼────────────────┼──────────────────┼────────────────┼──────────────────┼────────────────┼──────────────────┤ │ 1 │ -0.3779 │ -1.5728 │ -0.3779 │ -1.5728 │ -0.3631 │ -0.2739 │ └────────────┴────────────────┴──────────────────┴────────────────┴──────────────────┴────────────────┴──────────────────┘ 100 of 5427 estimated eigenvalues are smaller than 0.1 and will be omitted from the estimation procedure, the smallest being 0.0, and the largest being 0.0. 1 of 5427 estimated eigenvalues are smaller than 0.1 and will be omitted from the estimation procedure, the smallest being 0.0, and the largest being 0.0. 1 of 5427 estimated eigenvalues are smaller than 0.1 and will be omitted from the estimation procedure, the smallest being 0.0, and the largest being 0.0. 1 of 5427 estimated eigenvalues are smaller than 0.1 and will be omitted from the estimation procedure, the smallest being 0.0, and the largest being 0.0. Completed design optimisation and simulation tests. Time elapsed: 982.4 seconds. Design for a example_circuit circuit with 7 tuples and 45 experiments. ┌─────────────┬─────────┬───────────────┐ │ Shot weight │ Tuple │ Repeat number │ ├─────────────┼─────────┼───────────────┤ │ 0.116573 │ Int64[] │ 1 │ │ 0.334999 │ [1] │ 1 │ │ 0.334999 │ [2] │ 1 │ │ 0.111667 │ [3] │ 1 │ │ 0.040658 │ [1] │ 173 │ │ 0.040658 │ [2] │ 173 │ │ 0.020446 │ [3] │ 107 │ └─────────────┴─────────┴───────────────┘ ┌──────┬─────────────────┬─────────────────┬─────────────────┬───────────┐ │ Type │ Ordinary merit │ Marginal merit │ Relative merit │ Geo. mean │ ├──────┼─────────────────┼─────────────────┼─────────────────┼───────────┤ │ GLS │ 1.157 ± 0.2739 │ 0.4251 ± 0.1087 │ 0.0826 ± 0.0127 │ 0.3092 │ │ WLS │ 1.2102 ± 0.2712 │ 0.4413 ± 0.1127 │ 0.0828 ± 0.0127 │ 0.3165 │ │ OLS │ 4.0202 ± 0.9003 │ 0.5038 ± 0.1259 │ 0.0833 ± 0.0127 │ 0.5787 │ └──────┴─────────────────┴─────────────────┴─────────────────┴───────────┘ Sampling 1.188e7 shots, corresponding to the measurement budget 2.0e7, divided between 45 experiments for the 7 tuples, and then estimating the circuit eigenvalues for each of the 2 measurement budgets, took 1.682 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 2 measurement budgets took 0.019 s. Simulated 1 of 3 repetitions of ACES. The time elapsed since simulation started is 1.701 s. Sampling 1.188e7 shots, corresponding to the measurement budget 2.0e7, divided between 45 experiments for the 7 tuples, and then estimating the circuit eigenvalues for each of the 2 measurement budgets, took 1.713 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 2 measurement budgets took 0.019 s. Simulated 2 of 3 repetitions of ACES. The time elapsed since simulation started is 3.433 s. Sampling 1.188e7 shots, corresponding to the measurement budget 2.0e7, divided between 45 experiments for the 7 tuples, and then estimating the circuit eigenvalues for each of the 2 measurement budgets, took 1.716 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 2 measurement budgets took 0.019 s. Simulated 3 of 3 repetitions of ACES. The time elapsed since simulation started is 5.168 s. Simulated all 3 repetitions of ACES. The time elapsed since simulation started is 5.168 s. ┌────────────┬────────────────┬──────────────────┬────────────────┬──────────────────┬────────────────┬──────────────────┐ │ Repetition │ GLS S = 10^7.0 │ GLS S = 10^7.301 │ WLS S = 10^7.0 │ WLS S = 10^7.301 │ OLS S = 10^7.0 │ OLS S = 10^7.301 │ ├────────────┼────────────────┼──────────────────┼────────────────┼──────────────────┼────────────────┼──────────────────┤ │ 1 │ -2.2049 │ -2.0120 │ -1.1814 │ -0.8845 │ -2.2947 │ -2.2315 │ │ 2 │ -2.3925 │ -2.4255 │ -1.3489 │ -1.3382 │ -2.2463 │ -1.5334 │ │ 3 │ -2.1125 │ -1.3774 │ -1.4609 │ -0.8446 │ -2.0001 │ -2.0249 │ └────────────┴────────────────┴──────────────────┴────────────────┴──────────────────┴────────────────┴──────────────────┘ Completed circuit and noise model creation tests. Time elapsed: 990.5 seconds. The repetition number 49 has been capped according to the minimum depth at 51. The repetition number 4 has been capped according to the maximum depth at 2. The time taken to optimise the repetitions is 0.0 s. Design optimisation complete. The time elapsed since starting is 0.0 s. The time taken to optimise the tuple set is 0.0 s, and the overall time elapsed is 11.027 s. The maximum number of steps 1 has been reached without convergence. The wls sum figure of merit is 1.8445. The time taken to optimise the shot weights is 140.605 s, and the overall time elapsed is 151.632 s. Randomised experimental design for a heavy_hex_3_3 circuit with 45 tuples and 396 experiments measured across 993 randomised experiments. ┌─────────────┬─────────────────────────────────────────────────┬───────────────┐ │ Shot weight │ Tuple │ Repeat number │ ├─────────────┼─────────────────────────────────────────────────┼───────────────┤ │ 0.038060 │ Int64[] │ 1 │ │ 0.041482 │ [1] │ 1 │ │ 0.042736 │ [2] │ 1 │ │ 0.041179 │ [3] │ 1 │ │ 0.043737 │ [4] │ 1 │ │ 0.042655 │ [5] │ 1 │ │ 0.043726 │ [6] │ 1 │ │ 0.043613 │ [7] │ 1 │ │ 0.042659 │ [8] │ 1 │ │ 0.043636 │ [9] │ 1 │ │ 0.041183 │ [10] │ 1 │ │ 0.042718 │ [11] │ 1 │ │ 0.041471 │ [12] │ 1 │ │ 0.054197 │ [13] │ 1 │ │ 0.054259 │ [14] │ 1 │ │ 0.030881 │ [15] │ 1 │ │ 0.013162 │ [1] │ 25 │ │ 0.007722 │ [1] │ 51 │ │ 0.013233 │ [2] │ 25 │ │ 0.007742 │ [2] │ 51 │ │ 0.013159 │ [3] │ 25 │ │ 0.007728 │ [3] │ 51 │ │ 0.013306 │ [4] │ 25 │ │ 0.007777 │ [4] │ 51 │ │ 0.013230 │ [5] │ 25 │ │ 0.007741 │ [5] │ 51 │ │ 0.013306 │ [6] │ 25 │ │ 0.007777 │ [6] │ 51 │ │ 0.013301 │ [7] │ 25 │ │ 0.007776 │ [7] │ 51 │ │ 0.013230 │ [8] │ 25 │ │ 0.007742 │ [8] │ 51 │ │ 0.013302 │ [9] │ 25 │ │ 0.007777 │ [9] │ 51 │ │ 0.013159 │ [10] │ 25 │ │ 0.007727 │ [10] │ 51 │ │ 0.013232 │ [11] │ 25 │ │ 0.007742 │ [11] │ 51 │ │ 0.013162 │ [12] │ 25 │ │ 0.007722 │ [12] │ 51 │ │ 0.013771 │ [13] │ 25 │ │ 0.007907 │ [13] │ 51 │ │ 0.013773 │ [14] │ 25 │ │ 0.007907 │ [14] │ 51 │ │ 0.016694 │ [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] │ 2 │ └─────────────┴─────────────────────────────────────────────────┴───────────────┘ Sampling 9.93e6 shots, corresponding to the measurement budget 2.406e7, divided between 396 experiments for the 45 tuples, and then estimating the circuit eigenvalues for each of the 1 measurement budgets, took 9.238 s. Estimating the gate eigenvalues and projecting the estimates into the probability simplex for each of the 1 measurement budgets took 9.594 s. Simulated 1 of 1 repetitions of ACES. The time elapsed since simulation started is 18.833 s. Simulated all 1 repetitions of ACES. The time elapsed since simulation started is 18.833 s. Simulated sampling job 1 of 5. The time elapsed since simulation started is 1.63 s. Simulated sampling job 2 of 5. The time elapsed since simulation started is 2.757 s. Simulated sampling job 3 of 5. The time elapsed since simulation started is 3.998 s. Simulated sampling job 4 of 5. The time elapsed since simulation started is 5.17 s. Simulated sampling job 5 of 5. The time elapsed since simulation started is 6.315 s. Simulated sampling job 1 of 5. The time elapsed since simulation started is 9.138 s. Simulated sampling job 2 of 5. The time elapsed since simulation started is 17.669 s. Simulated sampling job 3 of 5. The time elapsed since simulation started is 26.122 s. Simulated sampling job 4 of 5. The time elapsed since simulation started is 35.342 s. Simulated sampling job 5 of 5. The time elapsed since simulation started is 44.431 s. Completed randomised compiling and Qiskit tests. Time elapsed: 1289.5 seconds. Test Summary: | Pass Total Time QuantumACES.jl | 586 586 21m29.1s Testing QuantumACES tests passed Testing completed after 1350.13s PkgEval succeeded after 1839.76s