1.5.0-DEV-fbc2c0aec1.log

Julia Version 1.5.0-DEV.221
Commit fbc2c0aec1 (2020-02-01 18:55 UTC)
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: Intel(R) Xeon(R) Silver 4114 CPU @ 2.20GHz
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-9.0.1 (ORCJIT, skylake)
Environment:
  JULIA_DEPOT_PATH = ::/usr/local/share/julia
  JULIA_NUM_THREADS = 2

  Resolving package versions...
  Installed FastClosures ──── v0.3.2
  Installed TimerOutputs ──── v0.5.3
  Installed LinearOperators ─ v1.0.1
  Installed Krylov ────────── v0.4.0
   Updating `~/.julia/environments/v1.5/Project.toml`
  [ba0b0d4f] + Krylov v0.4.0
   Updating `~/.julia/environments/v1.5/Manifest.toml`
  [9aa1b823] + FastClosures v0.3.2
  [ba0b0d4f] + Krylov v0.4.0
  [5c8ed15e] + LinearOperators v1.0.1
  [a759f4b9] + TimerOutputs v0.5.3
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [de0858da] + Printf 
  [9a3f8284] + Random 
  [9e88b42a] + Serialization 
  [2f01184e] + SparseArrays 
  [4ec0a83e] + Unicode 
    Testing Krylov
Status `/tmp/jl_TVQF5O/Manifest.toml`
  [9aa1b823] FastClosures v0.3.2
  [ba0b0d4f] Krylov v0.4.0
  [5c8ed15e] LinearOperators v1.0.1
  [a759f4b9] TimerOutputs v0.5.3
  [2a0f44e3] Base64 
  [8ba89e20] Distributed 
  [b77e0a4c] InteractiveUtils 
  [8f399da3] Libdl 
  [37e2e46d] LinearAlgebra 
  [56ddb016] Logging 
  [d6f4376e] Markdown 
  [de0858da] Printf 
  [9a3f8284] Random 
  [9e88b42a] Serialization 
  [6462fe0b] Sockets 
  [2f01184e] SparseArrays 
  [8dfed614] Test 
  [4ec0a83e] Unicode 
USYMLQ: Relative residual:  1.5e-16
USYMLQ: Relative residual:  7.4e-15
USYMLQ: Relative residual:  3.8e-10
USYMLQ: Relative residual:  2.3e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  2.1e+02  7.8e+01 ...  1.5e-01  1.5e-01  1.6e-02 ]
  Aresiduals: []
  status: solution xᶜ good enough given atol and rtol
USYMLQ: Relative residual:  1.4e-08
USYMLQ: Relative residual:  7.0e-09
USYMLQ: Relative residual:  3.7e-16
USYMLQ: Relative residual:  0.0e+00
USYMLQ: Relative residual:  0.0e+00
USYMLQ: Relative residual:  0.0e+00
USYMLQ: Relative residual:  3.5e-07

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 3.5e+04  3.5e+04  3.4e+04 ...  3.5e-01  8.6e-02  2.2e-02 ]
  residuals dual:   [ 3.5e+04  3.5e+04  3.5e+04 ...  2.9e-03  6.7e-04  1.5e-04 ]
  status: Both primal and dual solutions (xᶜ, t) are good enough given atol and rtol
BiLQR: Primal relative residual:  1.1e-08
BiLQR: Dual relative residual:  4.7e-10

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 4.7e+01  4.7e+01  9.9e+02 ...  2.8e+02  2.0e+02  1.3e+02 ]
  residuals dual:   [ 1.3e+01  1.3e+01  3.1e+01 ...  8.7e-01  3.9e-01  1.2e-13 ]
  status: Both primal and dual solutions (xᶜ, t) are good enough given atol and rtol
BiLQR: Primal relative residual:  3.3e-13
BiLQR: Dual relative residual:  6.3e-13

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 3.4e+03  3.4e+03  4.8e+04 ...  2.1e+00  7.7e-01  2.1e+00 ]
  residuals dual:   [ 1.6e+02  1.6e+02  3.3e+02 ...  4.7e-06  3.6e-06  2.0e-06 ]
  status: Both primal and dual solutions (xᶜ, t) are good enough given atol and rtol
BiLQR: Primal relative residual:  1.1e-08
BiLQR: Dual relative residual:  6.0e-10

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 1.7e+05  1.7e+05  2.2e+04 ...  1.2e-01  3.0e-03  2.9e-03 ]
  residuals dual:   [ 6.1e+04  6.1e+04  1.4e+04 ...  4.1e-02  3.4e-02  3.8e-03 ]
  status: unknown
TriLQR: Primal relative residual:  1.7e-09
TriLQR: Dual relative residual:  6.1e-08

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 3.5e+04  3.5e+04  3.8e+03 ...  3.1e-02  1.3e-03  1.3e-03 ]
  residuals dual:   [ 3.5e+04  3.5e+04  1.0e+04 ...  1.8e-02  3.9e-03  1.2e-03 ]
  status: unknown
TriLQR: Primal relative residual:  6.9e-09
TriLQR: Dual relative residual:  3.5e-08

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 6.1e+04  6.1e+04  1.3e+04 ...  2.0e-02  1.9e-03  5.1e-04 ]
  residuals dual:   [ 8.6e+04  8.6e+04  8.6e+04 ...  2.8e-02  1.4e-02  1.9e-03 ]
  status: unknown
TriLQR: Primal relative residual:  3.0e-09
TriLQR: Dual relative residual:  2.2e-08

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 4.7e+01  4.7e+01  1.1e+03 ...  2.5e-02  7.8e-03  7.7e-03 ]
  residuals dual:   [ 1.3e+01  1.3e+01  1.3e+01 ...  4.5e-07  2.9e-07  1.5e-07 ]
  status: Both primal and dual solutions (xᶜ, t) are good enough given atol and rtol
TriLQR: Primal relative residual:  1.2e-08
TriLQR: Dual relative residual:  1.2e-08

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 3.4e+03  3.4e+03  3.9e+04 ...  3.5e-02  2.9e-02  2.7e-02 ]
  residuals dual:   [ 1.6e+02  1.6e+02  1.6e+02 ...  3.0e-06  2.4e-06  2.4e-06 ]
  status: Both primal and dual solutions (xᶜ, t) are good enough given atol and rtol
TriLQR: Primal relative residual:  1.3e-08
TriLQR: Dual relative residual:  1.5e-08

Adjoint stats
  solved primal: true
  solved dual:   true
  residuals primal: [ 7.9e+01  7.9e+01 ]
  residuals dual:   [ 7.4e+01  7.4e+01  3.7e+01 ]
  status: unknown
TriLQR: Primal relative residual:  4.0e-16
TriLQR: Dual relative residual:  4.9e-01
TriLQR: Dual relative Aresidual:  3.0e-16
USYMQR: Relative residual:  4.8e-16
USYMQR: Relative residual:  7.4e-15
USYMQR: Relative residual:  3.8e-10
USYMQR: Relative residual:  2.4e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  2.1e+02  7.3e+01 ...  1.5e-01  1.4e-01  5.5e-14 ]
  Aresiduals: [ 2.5e+02  2.6e+03  5.8e+02 ...  4.3e+01  1.3e+00  1.3e+00 ]
  status: solution good enough given atol and rtol
USYMQR: Relative residual:  1.3e-08
USYMQR: Relative residual:  1.5e-08
USYMQR: Relative residual:  3.7e-16
USYMQR: Relative residual:  0.0e+00
USYMQR: Relative residual:  0.0e+00
USYMQR: Relative residual:  3.8e-07
QMR: Relative residual:  3.6e-16
QMR: Relative residual:  1.0e-14
QMR: Relative residual:  3.8e-10
QMR: Relative residual:  3.6e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  2.7e+02  1.7e+02 ...  6.7e-01  7.0e-01  1.0e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
QMR: Relative residual:  1.2e-09
QMR: Relative residual:  1.7e-08
DIOM: Relative residual:  1.3e-16
DIOM: Relative residual:  1.6e-16
DIOM: Relative residual:  3.8e-10
DIOM: Relative residual:  1.2e-15

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  1.4e+03  1.0e+02 ...  2.2e-01  1.1e+00  4.3e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DIOM: Relative residual:  1.4e-08
DIOM: Relative residual:  1.2e-08
DIOM: Relative residual:  3.6e-07

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.0e+01  4.8e+00  1.1e-15 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DIOM: Relative residual:  1.3e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.0e+02  4.8e+01  2.3e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DIOM: Relative residual:  1.4e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.0e+00  4.0e-17 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DIOM: Relative residual:  3.7e-16
CGS: Relative residual:  5.6e-09
CGS: Relative residual:  1.1e-11
CGS: Relative residual:  3.4e-10
CGS: Relative residual:  8.4e-15

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  1.5e+04  8.8e+01 ...  1.2e-03  2.8e-02  6.4e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
CGS: Relative residual:  1.5e-08

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.0e+02  2.0e+01  1.7e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
CGS: Relative residual:  8.3e-17
DQGMRES: Relative residual:  1.4e-16
DQGMRES: Relative residual:  1.0e-16
DQGMRES: Relative residual:  3.8e-10
DQGMRES: Relative residual:  2.4e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  2.1e+02  9.1e+01 ...  2.2e-01  2.2e-01  1.4e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DQGMRES: Relative residual:  1.3e-08
DQGMRES: Relative residual:  1.1e-08
DQGMRES: Relative residual:  4.0e-07

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.0e+01  4.6e+00  1.1e-15 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DQGMRES: Relative residual:  2.0e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.0e+02  4.6e+01  2.3e-14 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DQGMRES: Relative residual:  1.5e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.0e+00  4.0e-17 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
DQGMRES: Relative residual:  3.7e-16
CG: Relative residual:  1.2e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.1e+02  6.6e+00  1.4e+00 ...  3.7e-04  7.1e-05  3.2e-18 ]
  Aresiduals: []
  status: solution good enough given atol and rtol

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.1e+02  2.8e+01 ]
  Aresiduals: []
  status: on trust-region boundary
CG: Relative residual:  1.4e-08

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 6.4e+01  9.8e+01  8.4e+01  7.7e+01  5.2e+01 ]
  Aresiduals: []
  status: on trust-region boundary

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 6.2e+01  1.5e+01  3.3e-15 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
CG: Relative residual:  8.3e-17
CG_Lanczos: Relative residual:  1.7e-16
CG_Lanczos: Relative residuals with shifts:  1.5e-16  1.3e-08  3.2e-09  1.1e-08  4.3e-09  1.8e-09
CG Lanczos: system of 10 equations in 10 variables with 6 shifts
    0   1.1e+02   1.1e+02   1.1e+02   1.1e+02   1.1e+02   1.1e+02
    1   5.6e+00   4.9e+00   4.4e+00   3.9e+00   3.5e+00   3.2e+00
    2   9.6e-01   7.0e-01   5.4e-01   4.3e-01   3.4e-01   2.8e-01
    3   1.9e-01   1.2e-01   7.6e-02   5.2e-02   3.7e-02   2.8e-02
    4   3.9e-02   1.9e-02   1.1e-02   6.4e-03   4.1e-03   2.7e-03
    5   7.9e-03   3.2e-03   1.5e-03   7.9e-04   4.5e-04   2.7e-04
    6   1.6e-03   5.3e-04   2.1e-04   9.6e-05   4.8e-05   2.6e-05
    7   3.1e-04   8.4e-05   2.9e-05   1.1e-05   4.9e-06   2.4e-06
    8   5.6e-05   1.3e-05   3.6e-06   1.2e-06   4.8e-07   2.1e-07
    9   8.3e-06   1.5e-06   3.6e-07   1.2e-06   4.8e-07   2.1e-07
   10   8.3e-19   1.5e-06   3.6e-07   1.2e-06   4.8e-07   2.1e-07

CG Lanczos stats
  solved: true
  residuals: Array{Float64,2}
  flagged: Bool[0, 0, 0, 0, 0, 0]
  ‖A‖F: 0.0e+00
  κ₂(A): 0.0e+00
  status: solution good enough given atol and rtol

CG Lanczos stats
  solved: true
  residuals: Array{Float64,1}
  flagged: false
  ‖A‖F: 2.1e+00
  κ₂(A): 0.0e+00
  status: solution good enough given atol and rtol
CG_Lanczos: Relative residual:  2.9e-16
CG_Lanczos: Relative residuals with shifts:  2.0e-16  2.0e-16  1.9e-16  1.8e-16  1.2e-16  9.2e-17  1.9e-16  1.8e-16  1.6e-16  1.2e-16
MINRES: Relative residual:  1.3e-16
MINRES: Relative residual:  1.5e-14

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 5.4e+01  4.4e+00  1.6e+00 ...  3.8e-01  2.7e-01  8.2e-13 ]
  Aresiduals: [ 0.0e+00  1.5e+02  8.7e+00 ...  4.3e-01  1.3e-01  5.2e-02 ]
  status: found approximate zero-residual solution
MINRES: Relative residual:  4.6e-06
MINRES: Relative residual:  1.2e-05

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 6.2e+01  1.5e+01  3.4e-15 ]
  Aresiduals: [ 0.0e+00  1.1e+02  1.4e+01 ]
  status: found approximate zero-residual solution
MINRES: Relative residual:  3.1e-16
MINRES-QLP: Relative residual:  5.5e-16
MINRES-QLP: Relative residual:  7.4e-15

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 5.4e+01  4.4e+00  1.6e+00 ...  3.8e-01  2.7e-01  4.1e-13 ]
  Aresiduals: [ 1.5e+02  8.7e+00  2.0e+00 ...  4.3e-01  1.3e-01  5.2e-02 ]
  status: solution good enough given atol and rtol
MINRES-QLP: Relative residual:  1.3e-08
MINRES-QLP: Relative residual:  8.8e-09
MINRES-QLP: Relative residual:  9.4e-16
SYMMLQ: Relative residual:  2.2e-16
SYMMLQ: Relative residual:  3.1e-14

SYMMLQ stats
  solved: true
  residuals: [ 5.4e+01  5.4e+01  7.4e+00 ...  8.2e-01  6.4e-01  4.0e-01 ]
  residuals (cg): [ 1.0e+03  1.7e+00  3.9e+00 ...  5.5e-01  4.0e-01  1.7e-12 ]
  errors: []
  errors(cg): []
  ‖A‖F: 5.3e+00
  κ₂(A): 7.2e+00
  status: solution xᶜ good enough given atol and rtol
stats = 
SYMMLQ stats
  solved: true
  residuals: [ 6.4e+01  6.4e+01  2.3e+02 ...  2.0e-03  9.0e-04  3.6e-04 ]
  residuals (cg): [ 1.1e+04  8.4e+01  7.7e+01 ...  4.5e-06  2.2e-06  8.9e-07 ]
  errors: []
  errors(cg): []
  ‖A‖F: 4.1e+01
  κ₂(A): 8.0e+00
  status: found approximate solution

SYMMLQ: Relative residual:  3.5e-06
SYMMLQ: Relative residual:  0.0e+00

SYMMLQ stats
  solved: true
  residuals: [ 1.0e+00  1.0e+00 ]
  residuals (cg): [ ✗✗✗✗  0.0e+00 ]
  errors: []
  errors(cg): []
  ‖A‖F: 1.4e+00
  κ₂(A): 1.0e+00
  status: solution xᶜ good enough given atol and rtol
SYMMLQ    : true error:  6.5e-04
SYMMLQ-CG : true error:  1.5e-08
SYMMLQ    : err up-bnd :  6.9e-04
SYMMLQ-CG : err up-bnd :  2.6e-04
SYMMLQ    : err up-bnd :  6.9e-04
SYMMLQ-CG : err up-bnd :  2.6e-04
SYMMLQ    : err up-bnd :  6.9e-04
SYMMLQ-CG : err up-bnd :  2.6e-04

SYMMLQ stats
  solved: true
  residuals: [ 6.2e+01  6.2e+01 ]
  residuals (cg): [ 2.3e+03  6.8e-15 ]
  errors: []
  errors(cg): []
  ‖A‖F: 2.1e+00
  κ₂(A): 1.0e+00
  status: solution xᶜ good enough given atol and rtol
SYMMLQ: Relative residual:  3.6e-16
BILQ: Relative residual:  1.6e-16
BILQ: Relative residual:  1.0e-14
BILQ: Relative residual:  3.8e-10
BILQ: Relative residual:  3.7e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 2.1e+02  2.1e+02  1.0e+02 ...  2.4e-01  2.3e-01  5.6e-03 ]
  Aresiduals: []
  status: solution xᶜ good enough given atol and rtol
BILQ: Relative residual:  1.4e-08
BILQ: Relative residual:  0.0e+00
BiLQ: Relative residual:  3.6e-07
CGLS: Relative residual:  1.1e-13
CGLS: Relative residual:  2.3e-13
CGLS: Relative residual:  1.8e-11
CGLS: Relative residual:  7.7e-12
CGLS: Relative residual:  2.3e-11
CGLS: Relative residual:  2.0e-11
CGLS: Relative residual:  6.0e-13
CGLS: Relative residual:  9.1e-14
CGLS: Preconditioned residual:  2.7e-08

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 7.8e+04  7.8e+04  7.8e+04 ...  3.4e-05  3.3e-05  3.4e-07 ]
  Aresiduals: [ 1.5e+02  5.6e+02  5.2e+02 ...  6.1e-06  5.5e-06  3.7e-08 ]
  status: solution good enough given atol and rtol
CRLS: Relative residual:  1.6e-13
CRLS: Relative residual:  1.2e-13
CRLS: Relative residual:  8.5e-11
CRLS: Relative residual:  1.9e-10
CRLS: Relative residual:  2.0e-11
CRLS: Relative residual:  8.0e-13
CRLS: Relative residual:  9.8e-13
CRLS: Relative residual:  1.6e-13
CRLS: Preconditioned residual:  2.1e-09

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 7.8e+04  7.8e+04  7.8e+04 ...  1.2e-02  3.1e-04  4.9e-06 ]
  Aresiduals: [ 1.5e+02  1.4e+02  1.4e+02 ...  3.9e-03  6.8e-05  7.3e-07 ]
  status: solution good enough given atol and rtol
CGNE: residual: 3.8e-15
‖x - xmin‖ = 1.3e-14
CGNE: residual: 6.1e-01
CGNE: residual: 8.9e-17
‖x - xmin‖ = 4.7e-16
CGNE: residual: 3.3e-01
CGNE: residual: 9.4e-16
‖x - xmin‖ = 2.2e-15
CGNE: residual: 5.7e-01
CGNE: residual: 0.0e+00
‖x - xmin‖ = 3.0e-08
CGNE: residual: 0.0e+00

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 7.4e+01  4.2e+01  9.8e-10 ]
  Aresiduals: []
  status: solution good enough given atol and rtol
CGNE: residual: 1.2e-16
‖x - xmin‖ = 2.5e-15
CGNE: residual: 5.6e-16
‖x - xmin‖ = 9.2e-17
CRMR: residual: 5.1e-16
‖x - xmin‖ = 4.6e-15
CRMR: residual: 5.2e-01
CRMR: residual: 2.4e-16
‖x - xmin‖ = 9.5e-16
CRMR: residual: 3.2e-01
CRMR: residual: 1.2e-15
‖x - xmin‖ = 2.8e-15
CRMR: residual: 4.9e-01
CRMR: residual: 0.0e+00
‖x - xmin‖ = 6.2e-08
CRMR: residual: 0.0e+00

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 7.4e+01  3.7e+01  6.6e-10 ]
  Aresiduals: [ 1.0e+03  1.2e+00  1.0e-08 ]
  status: solution good enough given atol and rtol
CRMR: residual: 2.6e-15
‖x - xmin‖ = 1.5e-16
LSLQ: Relative residual:  1.2e-13
LSLQ: Relative residual:  1.2e-13
LSLQ: Relative residual:  2.3e-10
LSLQ: Relative residual:  2.2e-10
LSLQ: Relative residual:  1.1e-08
LSLQ: Relative residual:  2.8e-09
LSLQ: Relative residual:  1.0e-08
LSLQ: Relative residual:  7.5e-10

Simple stats
  solved: true
  inconsistent: true
  residuals:  [ 7.8e+04  7.8e+04  7.8e+04 ...  7.8e+04  7.8e+04  7.8e+04 ]
  Aresiduals: [ 1.5e+02  1.5e+02  1.0e+03 ...  1.0e-02  2.3e-01  2.1e-05 ]
  status: found approximate minimum least-squares solution

Simple stats
  solved: true
  inconsistent: true
  residuals:  [ 1.8e+00  1.8e+00  1.8e+00 ]
  Aresiduals: [ 9.0e+00  9.0e+00  3.7e-16 ]
  status: found approximate minimum least-squares solution
LSLQ: Relative residual:  9.7e-17
LSQR: Relative residual:  8.2e-14
LSQR: Relative residual:  8.2e-14
LSQR: Relative residual:  2.0e-06
LSQR: Relative residual:  5.3e-11
LSQR: Relative residual:  5.0e-06
LSQR: Relative residual:  3.0e-10
LSQR: Relative residual:  1.9e-06
LSQR: Relative residual:  1.3e-08

Simple stats
  solved: true
  inconsistent: true
  residuals:  [ 7.8e+04  7.8e+04  7.8e+04 ...  3.0e+02  2.3e+00  1.3e-02 ]
  Aresiduals: [ 1.5e+02  5.6e+02  5.2e+02 ...  2.2e+02  1.2e+00  4.4e-03 ]
  status: found approximate minimum least-squares solution

Simple stats
  solved: true
  inconsistent: true
  residuals:  [ 1.8e+00  8.8e-17 ]
  Aresiduals: [ 9.0e+00  2.4e-16 ]
  status: found approximate minimum least-squares solution
LSQR: Relative residual:  9.7e-17
LSMR: Relative residual:  8.2e-14
LSMR: Relative residual:  8.2e-14
LSMR: Relative residual:  2.0e-06
LSMR: Relative residual:  5.3e-11
LSMR: Relative residual:  5.0e-06
LSMR: Relative residual:  3.0e-10
LSMR: Relative residual:  1.6e-06
LSMR: Relative residual:  1.3e-08

Simple stats
  solved: true
  inconsistent: true
  residuals:  [ 7.8e+04  7.8e+04  7.8e+04 ...  6.8e+04  1.8e+01  1.3e-02 ]
  Aresiduals: [ 1.5e+02  1.4e+02  1.4e+02 ...  7.2e+01  1.2e+00  4.4e-03 ]
  status: found approximate minimum least-squares solution

Simple stats
  solved: true
  inconsistent: true
  residuals:  [ 1.8e+00  8.8e-17 ]
  Aresiduals: [ 9.0e+00  2.4e-16 ]
  status: found approximate minimum least-squares solution
LSMR: Relative residual:  9.7e-17
CRAIG: residual: 1.7e-15
‖x - xmin‖ = 4.5e-15
CRAIG: residual: 1.0e+31

Simple stats
  solved: false
  inconsistent: false
  residuals:  [ 2.0e+01  1.2e+01  2.8e+16  2.0e+32 ]
  Aresiduals: []
  status: condition number exceeds tolerance
CRAIG: residual: 2.4e-16
‖x - xmin‖ = 8.5e-16
CRAIG: residual: 6.0e+30
CRAIG: residual: 3.4e-15
‖x - xmin‖ = 7.8e-15
CRAIG: residual: 1.4e+00

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 7.4e+01  4.2e+01  7.1e-07 ]
  Aresiduals: []
  status: solution good enough for the tolerances given

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.8e+00  8.8e-17 ]
  Aresiduals: []
  status: solution good enough for the tolerances given
CRAIG: Relative residual:  9.7e-17
CRAIGMR: residual: 1.8e-15  least-squares: 1.7e-15
‖x - xmin‖ = 4.4e-15
CRAIGMR: residual: 5.2e-01  least-squares: 3.7e-16
CRAIGMR: residual: 2.4e-16  least-squares: 1.7e-16
‖x - xmin‖ = 1.0e-15
CRAIGMR: residual: 3.2e-01  least-squares: 0.0e+00
CRAIGMR: residual: 3.2e-15  least-squares: 3.1e-15
‖x - xmin‖ = 7.4e-15
CRAIGMR: residual: 4.9e-01  least-squares: 1.1e-16

Simple stats
  solved: false
  inconsistent: true
  residuals:  [ 7.4e+01  3.7e+01 ]
  Aresiduals: [ 1.4e+01  4.5e-14 ]
  status: found approximate minimum least-squares solution

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.8e+00  8.8e-17 ]
  Aresiduals: [ 5.1e+00  2.4e-16 ]
  status: found approximate minimum-norm solution
CRAIGMR: Relative residual:  5.6e-17
CR: Relative residual:  1.3e-16

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.1e+02  6.6e+00  1.4e+00 ...  3.6e-04  7.0e-05  1.2e-06 ]
  Aresiduals: [ 6.5e+02  2.9e+01  5.2e+00 ...  1.2e-03  1.9e-04  1.0e-17 ]
  status: solution good enough given atol and rtol

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 1.1e+02  5.6e+01 ]
  Aresiduals: [ 6.5e+02  1.6e+02 ]
  status: on trust-region boundary
CR: Relative residual:  2.9e-01
CR: Relative residual:  1.3e-08

Simple stats
  solved: true
  inconsistent: false
  residuals:  [ 6.4e+01  2.3e+01  1.2e+01  7.9e+00  5.5e+00  4.0e+00  3.3e+00 ]
  Aresiduals: [ 4.1e+02  1.3e+02  5.5e+01  2.9e+01  1.9e+01  1.3e+01  6.0e+00 ]
  status: on trust-region boundary

Simple stats
  solved: false
  inconsistent: false
  residuals:  [ 2.0e+01  5.7e+01  5.5e+01 ...  5.5e+01  5.5e+01  5.5e+01 ]
  Aresiduals: [ 3.4e+02  4.6e+01  2.1e-14 ...  8.9e-62  3.2e-62  1.6e-77 ]
  status: maximum number of iterations exceeded
CR: Relative residual:  1.2e-16
Tests of multi-precision methods:
cg ✔
cgls ✔
usymqr ✔
cgne ✔
cgs ✔
crmr ✔
cg_lanczos ✔
dqgmres ✔
diom ✔
cr ✔
lslq ✔
lsqr ✔
lsmr ✔
craig ✔
craigmr ✔
crls ✔
symmlq ✔
minres ✔
cg_lanczos_shift_seq ✔
bilq ✔
minres_qlp ✔
qmr ✔
usymlq ✔
trilqr ✔
bilqr ✔

Tests of variants:
cg_lanczos ✔
cg_lanczos_shift_seq ✔
cg ✔
cgls ✔
cgne ✔
cr ✔
craig ✔
craigmr ✔
crls ✔
crmr ✔
lslq ✔
lsmr ✔
bilq ✔
lsqr ✔
minres ✔
symmlq ✔
dqgmres ✔
diom ✔
cgs ✔
usymqr ✔
minres_qlp ✔
qmr ✔
usymlq ✔
bilqr ✔
trilqr ✔
    Testing Krylov tests passed