Test tolerances

[juliagpu]

Test tolerances

[maleadt]

a cuSOLVER one:

gesvd!: Test Failed
  Expression: h_U ≈ svda[:U]
   Evaluated: Complex{Float32}[-0.248234-0.0891278im -0.0540066+0.107371im -0.206763-0.0306294im 0.148398-0.269263im -0.194013+0.0858626im -0.321759-0.0379576im 0.166805-0.323245im 0.14287+0.0748569im 0.197365-0.25345im 0.139737+0.197552im -0.30753+0.0705313im -0.174464-0.107661im -0.19878+0.153548im -0.311885-0.0622318im -0.0295318+0.0322313im; -0.20079-0.162912im 0.212051+0.059715im -0.292155+0.0205833im -0.258546+0.149613im 0.0438246-0.167037im -0.054341-0.0931129im 0.126277+0.129729im -0.0464188+0.0552184im -0.0304751+0.204298im -0.303853-0.116297im -0.138937+0.115858im -0.158495+0.286918im -0.233078-0.13341im -0.135432+0.283748im 0.101869+0.40017im; -0.2117-0.118443im 0.271632-0.282678im 0.200894+0.0393271im -0.0775876-0.0122482im 0.0773416-0.0708144im -0.0224303+0.156932im -0.0994113+0.194187im 0.194654+0.325491im 0.20703+0.0244897im -0.00928189-0.268524im -0.272211+0.265569im 0.0837258-0.0634423im -0.121787-0.0674446im 0.0167825-0.0253798im -0.252328-0.39566im; -0.219176-0.0590923im -0.0433576-0.220334im 0.299064+0.106684im -0.166765-0.0539483im -0.0236323-0.378574im -0.0105709-0.104196im -0.217755-0.120138im 0.113277-0.1764im 0.00476476+0.141511im -0.161894-0.00203979im -0.125901-0.40457im -0.201317+0.0908661im 0.212021+0.372537im -0.177541-0.104508im 0.070422-0.011963im; -0.209428-0.130508im -0.12825-0.0467897im -0.258036+0.115823im 0.0562802+0.0869689im -0.0449857-0.143602im 0.355739-0.13672im -0.0783415+0.0153804im -0.186058-0.344305im 0.00352299+0.25741im 0.279288+0.149532im 0.124041+0.183798im -0.130606-0.0815475im -0.180634-0.0247708im -0.191025+0.146328im -0.100969-0.401829im; -0.249365-0.0731552im -0.296125-0.236372im -0.20022+0.0227561im -0.235259+0.120104im -0.0534675+0.311331im -0.0240944+0.145379im 0.0316303-0.00616871im 0.14622+0.0374258im 0.00471084+0.0235002im 0.115789-0.0467203im -0.0983655-0.397762im -0.247946-0.193935im -0.0097772-0.177128im 0.425306+0.192165im 0.0233956-0.0152466im; -0.213467-0.112242im -0.219558-0.110978im -0.246457-0.0627914im -0.167676+0.266795im 0.0514043-0.133863im -0.107147+0.189696im 0.109842-0.133723im -0.4069+0.320553im -0.0793473-0.173813im -0.00122577-0.148117im 0.223208+0.102547im 0.0166802+0.0590388im 0.261536+0.0830745im -0.131885-0.352892im 0.04733-0.0949746im; -0.234344-0.135864im -0.246078+0.310789im 0.0327101+0.056829im -0.216466+0.0769792im 0.151581+0.0728527im -0.145098-0.293774im 0.0688483+0.1721im 0.144263-0.116958im -0.211454-0.0991965im -0.0520727-0.144447im -0.0743001-0.00908317im 0.543129-0.23862im -0.0203328+0.193156im -0.0654193+0.118903im 0.0640106-0.109585im; -0.267214-0.1262im -0.025723+0.134642im 0.223313+0.0977333im 0.10036-0.263606im -0.192837-0.173994im 0.169572+0.192742im 0.18559-0.20483im -0.0932928-0.294549im 0.171096-0.170982im -0.0852523-0.395191im 0.0868625+0.0169423im 0.0975642-0.0314206im 0.0451399-0.388816im 0.0824355+0.0193164im 0.216428+0.0464519im; -0.20502-0.0980017im -0.034963+0.176258im 0.141027-0.0419498im -0.058359-0.21759im 0.454424+0.126926im 0.0305011+0.268208im 0.208076+0.0598524im -0.115707+0.00751239im 0.190963-0.0124095im -0.191673+0.430599im 0.135024-0.176451im 0.0345942+0.262596im 0.0772816-0.0338785im -0.04656+0.171972im -0.214624-0.157013im; -0.179258-0.127529im -0.059512+0.283349im 0.215426-0.466545im -0.054567+0.113251im -0.103025+0.0548002im -0.131471+0.0455844im -0.158814-0.260778im 0.232949+0.0704187im 0.0504269+0.418948im 0.203148-0.0611872im 0.284254+0.0989348im 0.014652+0.20159im -0.14639+0.0427642im 0.127471-0.0885643im -0.00527329+0.0239507im; -0.230745-0.182923im 0.175983-0.220091im 0.0857281+0.109122im 0.229172+0.0916705im -0.135491+0.32114im 0.0407616+0.183411im -0.0232691-0.105392im -0.222944-0.168276im -0.31666+0.182427im 0.0216026+0.0627827im -0.176191-0.073687im 0.320183+0.0403188im -0.0328888+0.0440737im -0.0437665-0.159463im -0.322222+0.307365im; -0.184572-0.163805im 0.309006-0.00611597im 0.0597111+0.0403784im -0.0310189+0.203929im 0.0868897+0.330028im 0.236962-0.488939im 0.0292262-0.174595im 0.173899+0.01285im 0.12939-0.157848im -0.00459079+0.0992689im 0.0662975+0.15482im -0.135295+0.0196485im 0.443303-0.128439im 0.0152287-0.0869535im 0.0439977+0.0328496im; -0.24458-0.137953im -0.0527002+0.101694im -0.280558-0.0225269im 0.246814-0.392787im -0.058146-0.222611im -0.00414458-0.0974727im -0.326594+0.160576im 0.0326261+0.127504im -0.216876-0.00676877im -0.184706+0.169526im -0.00718799+0.172328im -0.0047488+0.0287126im 0.198101+0.0207955im 0.45898-0.0847423im -0.0462745+0.0345337im; -0.219779-0.176388im 0.0878647+0.149538im 0.297556-0.0294267im 0.157018+0.239441im -0.0635938-0.0196795im 0.0685396+0.150554im -0.169767+0.482695im -0.0613123+0.0678333im -0.0531201-0.366639im 0.212938+0.15043im 0.1193-0.0629758im -0.239038-0.0994408im -0.194168+0.0831935im -0.0663593-0.0136176im 0.216497+0.174967im] ≈ Complex{Float32}[-0.248234-0.0891278im -0.0540066+0.107371im -0.206764-0.030627im 0.148398-0.269263im -0.194013+0.0858624im -0.321759-0.0379584im 0.166805-0.323245im 0.14287+0.0748569im -0.197365+0.253451im 0.139737+0.197551im -0.30753+0.0705308im -0.174463-0.107661im -0.19878+0.153547im -0.311885-0.0622316im -0.0295322+0.0322313im; -0.20079-0.162912im 0.212051+0.0597148im -0.292155+0.020586im -0.258547+0.149614im 0.0438246-0.167037im -0.0543406-0.0931129im 0.126278+0.129729im -0.0464186+0.0552183im 0.030474-0.204298im -0.303853-0.116297im -0.138936+0.115857im -0.158496+0.286917im -0.233078-0.133411im -0.135432+0.283749im 0.101868+0.400169im; -0.2117-0.118443im 0.271632-0.282678im 0.200894+0.0393251im -0.0775871-0.0122483im 0.0773414-0.0708143im -0.0224307+0.156932im -0.0994113+0.194187im 0.194655+0.325491im -0.20703-0.0244908im -0.00928086-0.268524im -0.272211+0.265569im 0.0837261-0.0634422im -0.121787-0.0674445im 0.0167828-0.0253803im -0.252328-0.39566im; -0.219176-0.0590924im -0.0433573-0.220334im 0.299065+0.106681im -0.166764-0.0539484im -0.0236326-0.378574im -0.0105711-0.104196im -0.217755-0.120138im 0.113276-0.1764im -0.00476547-0.141511im -0.161894-0.0020395im -0.125901-0.40457im -0.201318+0.0908663im 0.212021+0.372537im -0.177541-0.104508im 0.0704218-0.0119632im; -0.209428-0.130508im -0.128251-0.0467896im -0.258035+0.115825im 0.0562797+0.0869689im -0.0449857-0.143602im 0.35574-0.13672im -0.0783419+0.0153809im -0.186058-0.344305im -0.00352212-0.257409im 0.279288+0.149533im 0.124041+0.183799im -0.130605-0.0815481im -0.180633-0.0247703im -0.191025+0.146327im -0.100968-0.401829im; -0.249365-0.0731552im -0.296125-0.236372im -0.20022+0.0227583im -0.23526+0.120103im -0.0534674+0.311331im -0.0240946+0.145379im 0.0316303-0.00616903im 0.14622+0.0374255im -0.00471054-0.0235005im 0.115789-0.04672im -0.0983641-0.397762im -0.247946-0.193936im -0.00977627-0.177129im 0.425305+0.192165im 0.0233951-0.0152477im; -0.213467-0.112242im -0.219558-0.110978im -0.246457-0.0627891im -0.167677+0.266795im 0.0514043-0.133863im -0.107147+0.189696im 0.109842-0.133723im -0.406899+0.320553im 0.079348+0.173813im -0.0012256-0.148118im 0.223207+0.102548im 0.0166807+0.0590398im 0.261535+0.0830755im -0.131884-0.352892im 0.0473309-0.0949739im; -0.234344-0.135864im -0.246077+0.310789im 0.0327112+0.0568286im -0.216466+0.0769796im 0.15158+0.0728528im -0.145098-0.293774im 0.0688485+0.1721im 0.144263-0.116958im 0.211453+0.0991962im -0.052073-0.144448im -0.0743011-0.00908309im 0.543129-0.238619im -0.0203332+0.193156im -0.0654184+0.118902im 0.0640107-0.109584im; -0.267214-0.126199im -0.025723+0.134642im 0.223314+0.0977313im 0.10036-0.263606im -0.192837-0.173994im 0.169572+0.192742im 0.185589-0.20483im -0.0932934-0.294548im -0.171096+0.170981im -0.0852511-0.395192im 0.0868625+0.0169426im 0.0975646-0.0314204im 0.0451401-0.388815im 0.0824355+0.0193161im 0.216428+0.0464518im; -0.20502-0.0980017im -0.0349628+0.176258im 0.141027-0.041951im -0.0583589-0.21759im 0.454424+0.126926im 0.0305007+0.268208im 0.208076+0.059852im -0.115707+0.0075127im -0.190963+0.012411im -0.191673+0.430599im 0.135025-0.176451im 0.0345944+0.262596im 0.077282-0.0338786im -0.0465604+0.171972im -0.214623-0.157014im; -0.179258-0.127529im -0.059512+0.283348im 0.215421-0.466548im -0.0545669+0.113251im -0.103025+0.0548003im -0.131472+0.0455839im -0.158813-0.260778im 0.232949+0.0704181im -0.0504263-0.418949im 0.203148-0.0611855im 0.284254+0.0989348im 0.0146517+0.20159im -0.14639+0.0427643im 0.127471-0.088564im -0.00527319+0.023951im; -0.230745-0.182923im 0.175983-0.220091im 0.0857289+0.109121im 0.229172+0.0916703im -0.135491+0.32114im 0.0407615+0.183411im -0.0232691-0.105392im -0.222944-0.168276im 0.31666-0.182427im 0.0216015+0.062783im -0.176191-0.0736878im 0.320182+0.0403191im -0.0328892+0.0440733im -0.0437665-0.159462im -0.322223+0.307365im; -0.184572-0.163804im 0.309006-0.00611627im 0.0597115+0.0403774im -0.0310186+0.203929im 0.0868896+0.330028im 0.236963-0.488939im 0.0292259-0.174594im 0.173899+0.0128497im -0.12939+0.157848im -0.00459038+0.0992685im 0.0662971+0.154821im -0.135294+0.019649im 0.443303-0.128439im 0.0152287-0.086954im 0.0439983+0.0328499im; -0.24458-0.137953im -0.0527005+0.101695im -0.280559-0.0225237im 0.246813-0.392787im -0.0581458-0.222611im -0.00414483-0.0974726im -0.326594+0.160576im 0.0326264+0.127504im 0.216875+0.00676939im -0.184708+0.169526im -0.00718825+0.172328im -0.00474924+0.028713im 0.198101+0.0207953im 0.45898-0.0847422im -0.0462749+0.0345344im; -0.219779-0.176388im 0.0878646+0.149538im 0.297555-0.0294301im 0.157018+0.239441im -0.0635938-0.0196793im 0.0685392+0.150555im -0.169767+0.482695im -0.061312+0.067834im 0.0531206+0.366639im 0.212937+0.150429im 0.119299-0.0629761im -0.239038-0.0994413im -0.194168+0.0831933im -0.0663596-0.0136174im 0.216497+0.174967im]
Stacktrace:
 [1] macro expansion at /var/lib/buildbot/workers/julia/CuArrays-julia06-x86-64bit/packages/v0.6/CuArrays/test/solver.jl:190 [inlined]
 [2] macro expansion at ./test.jl:860 [inlined]
 [3] macro expansion at /var/lib/buildbot/workers/julia/CuArrays-julia06-x86-64bit/packages/v0.6/CuArrays/test/solver.jl:182 [inlined]
 [4] macro expansion at ./test.jl:921 [inlined]
 [5] macro expansion at /var/lib/buildbot/workers/julia/CuArrays-julia06-x86-64bit/packages/v0.6/CuArrays/test/solver.jl:12 [inlined]
 [6] macro expansion at ./test.jl:860 [inlined]
 [7] anonymous at ./<missing>:?
gesvd!: Test Failed
  Expression: h_Vt ≈ svda[:Vt]
   Evaluated: Complex{Float32}[-0.315076+0.0im -0.2303-0.00151528im -0.365426-0.0734073im -0.351521-0.121137im -0.301657-0.103972im -0.308138-0.0375571im -0.348378-0.059835im -0.253688-0.0630727im -0.271994-0.0613588im -0.313621-0.0544702im; 0.394804-0.0im 0.117279-0.176469im 0.0227588+0.105566im 0.255767-0.057903im -0.642688+0.122817im -0.0456302+0.267975im -0.0362353-0.173626im 0.185304-0.0384193im 0.0278235-0.289501im -0.251068+0.0434268im; -0.0203348+0.0im -0.384019+0.226133im 0.287312+0.19013im 0.103156+0.153944im -0.102653-0.334637im 0.0568306+0.126889im -0.236355-0.142644im 0.349224-0.309396im -0.359187+0.160956im 0.238528-0.0195039im; 0.510183+0.0im -0.0288232+0.131591im -0.212574-0.117072im -0.270906+0.486833im 0.0924462+0.00993879im 0.136772-0.200908im 0.0279482+0.158456im -0.096201-0.327596im -0.14724-0.33452im -0.0124128-0.0914394im; -0.248969+0.0im -0.058424+0.335551im -0.414788-0.369125im 0.274229+0.155173im 0.0446832+0.280283im 0.0901464+0.10036im 0.106167-0.0929201im 0.464599+0.108742im -0.0798256-0.0267385im -0.129594-0.210253im; 0.040709+0.0im 0.272368+0.130844im -0.122166+0.277152im -0.253127-0.0290558im -0.101965+0.24649im 0.00719165+0.0568239im -0.0266408-0.443661im -0.118421+0.140904im -0.11411+0.0176141im 0.487065-0.44041im; -0.326203+0.0im 0.199812+0.300729im 0.374018+0.0404824im -0.0289919+0.262683im 0.0225428+0.209084im -0.315362-0.224047im -0.0767119-0.280095im 0.022502-0.156122im 0.180602-0.368979im -0.0692479+0.274237im; 0.150956+0.0im -0.471112+0.117246im -0.0685334+0.133445im 0.22539-0.062459im 0.284021+0.153513im -0.34953+0.351449im -0.0279418-0.0480948im -0.261921-0.181863im 0.379643-0.106239im 0.0116702-0.232529im; 0.514438-0.0im 0.0381742+0.286803im 0.115489-0.218939im -0.157937-0.242656im 0.185058+0.0361945im -0.395632-0.107919im -0.0129419-0.225448im 0.148888+0.192759im -0.163037+0.329096im -0.196028+0.138506im; -0.163314+0.0im 0.128239-0.108556im 0.215439-0.00793412im -0.275065+0.00481141im 0.0367863+0.0426491im -0.170688+0.370438im 0.619392+0.0443861im 0.0375435-0.335782im -0.253369+0.074068im -0.219775-0.188807im] ≈ Complex{Float32}[-0.315075+0.0im -0.2303-0.00151537im -0.365426-0.0734073im -0.351521-0.121137im -0.301657-0.103972im -0.308138-0.037557im -0.348378-0.0598351im -0.253688-0.0630728im -0.271994-0.061359im -0.313621-0.0544702im; 0.394803+0.0im 0.117279-0.176469im 0.0227593+0.105567im 0.255768-0.0579032im -0.642688+0.122816im -0.0456304+0.267975im -0.036235-0.173626im 0.185304-0.0384187im 0.0278237-0.2895im -0.251068+0.0434269im; -0.0203356+0.0im -0.384021+0.226129im 0.28731+0.190133im 0.103155+0.153945im -0.10265-0.334638im 0.056829+0.12689im -0.236354-0.142646im 0.349227-0.309392im -0.359188+0.160953im 0.238529-0.0195015im; 0.510183+0.0im -0.0288235+0.131591im -0.212574-0.117071im -0.270905+0.486833im 0.0924454+0.00993863im 0.136772-0.200908im 0.0279479+0.158456im -0.0962005-0.327596im -0.147241-0.33452im -0.0124127-0.0914391im; -0.248969+0.0im -0.0584239+0.335551im -0.414788-0.369125im 0.274229+0.155173im 0.0446831+0.280283im 0.0901462+0.10036im 0.106167-0.0929204im 0.464598+0.108742im -0.0798256-0.0267388im -0.129594-0.210253im; 0.0407086+0.0im 0.272369+0.130844im -0.122165+0.277152im -0.253128-0.029055im -0.101965+0.246491im 0.00719161+0.0568237im -0.0266417-0.443661im -0.118421+0.140904im -0.11411+0.0176136im 0.487065-0.440411im; -0.326203+0.0im 0.199812+0.300729im 0.374018+0.0404822im -0.0289917+0.262683im 0.0225429+0.209084im -0.315362-0.224047im -0.0767119-0.280095im 0.022502-0.156122im 0.180602-0.368979im -0.0692485+0.274238im; 0.150956+0.0im -0.471112+0.117245im -0.0685336+0.133446im 0.22539-0.0624583im 0.284021+0.153513im -0.34953+0.351449im -0.0279419-0.048095im -0.261921-0.181863im 0.379644-0.106239im 0.0116708-0.232529im; -0.514439+0.0im -0.0381732-0.286804im -0.115488+0.218939im 0.157936+0.242656im -0.185058-0.0361944im 0.395631+0.10792im 0.0129435+0.225448im -0.148887-0.19276im 0.163036-0.329096im 0.196028-0.138507im; -0.163313+0.0im 0.128239-0.108555im 0.215439-0.00793501im -0.275066+0.00481112im 0.036787+0.0426492im -0.170689+0.370438im 0.619392+0.0443846im 0.0375435-0.335782im -0.25337+0.0740692im -0.219776-0.188806im]
Stacktrace:
 [1] macro expansion at /var/lib/buildbot/workers/julia/CuArrays-julia06-x86-64bit/packages/v0.6/CuArrays/test/solver.jl:192 [inlined]
 [2] macro expansion at ./test.jl:860 [inlined]
 [3] macro expansion at /var/lib/buildbot/workers/julia/CuArrays-julia06-x86-64bit/packages/v0.6/CuArrays/test/solver.jl:182 [inlined]
 [4] macro expansion at ./test.jl:921 [inlined]
 [5] macro expansion at /var/lib/buildbot/workers/julia/CuArrays-julia06-x86-64bit/packages/v0.6/CuArrays/test/solver.jl:12 [inlined]
 [6] macro expansion at ./test.jl:860 [inlined]
 [7] anonymous at ./<missing>:?

[MikeInnes]

I assume we're using Base's RNG here. We should probably just seed so that things are reproducible.

[maleadt]

I haven't seen this lately.