Compare commits

...

3 Commits

Author SHA1 Message Date
jamestagg 5ca79ce3f2 images and pictures 2026-03-29 19:39:54 -07:00
jamestagg 1eba7c23f8 Update distracted-boyfriend license: Shutterstock purchased
Licensed from Shutterstock by James Tagg. Original photographer:
Antonio Guillem. Standard License.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-27 13:27:57 -07:00
jamestagg 874fae980f Add license fields to all 25 benchmark metadata files + archive outputs/scores
Licensing audit of all benchmark reference images:
- 10 own-work (CC BY-NC 4.0): sunset-oswego, spaghetti, alysson,
  jamest-seated/standing, dbrin-xian, portrait-2007, lasergirls,
  sunset-2007, tappan-zee-sunset
- 1 flickr (VERIFY license): paris-eiffel
- 3 fair-use (internal benchmarking only): joi-close, joi-wide, blade-runner
- 1 needs-license: distracted-boyfriend (iStock/Antonio Guillem)
- 9 unknown provenance: fiery-silhouette, city-sunrise, golden-hour-clouds,
  mojave-twilight, san-diego-sunset, sunset-dramatic, ocean-horizon,
  mountain, fog
- 1 placeholder: central-park (no image yet)

Also archived benchmark outputs (270 files) and scores (30 files) from
ralpha repo — all benchmark data now lives in ralpha-ue5.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-27 09:11:12 -07:00
632 changed files with 34560 additions and 3 deletions

BIN
Content/Maps/brain_1774295359.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774297914.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774301478.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774310394.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774311321.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774312767.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774314188.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774315512.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774316272.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774317354.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774318487.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774319584.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774320477.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774321211.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774479280.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774481784.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774482764.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774483963.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774576292.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774578580.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774579118.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774583683.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774587925.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774592421.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774631630.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774632169.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774632847.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774635612.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774644634.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774738738.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774739832.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774754690.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774757707.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774797749.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774799844.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774804072.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774806217.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774809254.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774811086.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774816406.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774822628.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774824180.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774827122.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774829905.umap (Stored with Git LFS) Normal file

Binary file not shown.

BIN
Content/Maps/brain_1774833376.umap (Stored with Git LFS) Normal file

Binary file not shown.

View File

@ -0,0 +1,566 @@
[
{
"job_id": "ralph_20260125_121914",
"embedding": [
0.04671098291873932,
-0.014827870763838291,
0.000309839058900252,
-0.023521995171904564,
0.011090687476098537,
0.0006833131774328649,
-0.013015448115766048,
0.03416271135210991,
0.03609149158000946,
-0.026441732421517372,
-0.03959516063332558,
0.008298455737531185,
0.02402506023645401,
-0.04272233322262764,
0.037033118307590485,
0.00021545101481024176,
-0.05707099288702011,
0.011257747188210487,
0.015743104740977287,
-0.016397392377257347,
-0.059427425265312195,
-0.017159197479486465,
0.004431731998920441,
-0.027796635404229164,
-0.0373215526342392,
-0.005879128817468882,
0.0023242682218551636,
0.010442041791975498,
0.0063080391846597195,
-0.049032341688871384,
-0.007782877888530493,
0.018521014600992203,
0.01380374375730753,
-0.00791949313133955,
-0.06021600589156151,
-0.0030534351244568825,
0.005529612302780151,
0.015091881155967712,
0.021982256323099136,
-0.08269177377223969,
0.028172241523861885,
-0.014351708814501762,
0.013846132904291153,
-0.04281235113739967,
-0.007544270250946283,
-0.009010001085698605,
0.0033032805658876896,
0.008942767977714539,
0.022790975868701935,
0.009676966816186905,
0.015511229634284973,
0.03164590895175934,
0.0013509640702977777,
-0.04033937305212021,
-0.0021132035180926323,
0.044801268726587296,
-0.05000351369380951,
0.007073580753058195,
-0.027744868770241737,
-0.0018952232785522938,
0.06710126996040344,
-0.01958782784640789,
0.05835144594311714,
-0.015034589916467667,
0.043149691075086594,
-0.030911797657608986,
-0.003619179828092456,
0.04449062794446945,
0.024834491312503815,
-0.001227667322382331,
0.015697550028562546,
0.016708144918084145,
-0.042242731899023056,
-0.028547026216983795,
0.028251605108380318,
-0.03428328409790993,
-0.0003796443925239146,
-0.0165531225502491,
0.027507977560162544,
-0.03481457754969597,
-0.0021835905499756336,
-0.003016315633431077,
-0.007040758617222309,
-0.05121429264545441,
0.011870806105434895,
0.004697155673056841,
0.06711940467357635,
-0.02411571703851223,
0.03807768598198891,
0.03769482672214508,
0.03142121434211731,
-0.06957336515188217,
-0.5828643441200256,
-0.04443845897912979,
-0.05900748446583748,
0.03619273379445076,
0.01690731570124626,
-0.05306272581219673,
-0.0899953618645668,
-0.02398695982992649,
0.0009882341837510467,
0.01598263531923294,
-0.001426122384145856,
-0.005089471582323313,
-0.026612915098667145,
-0.03824868053197861,
-0.14248834550380707,
-0.00188268325291574,
-0.013538962230086327,
-0.02100587636232376,
-0.018359258770942688,
-0.019728170707821846,
0.02092627063393593,
-0.006387182045727968,
-0.011945171281695366,
-0.006233502645045519,
-0.02509930543601513,
-0.02107253484427929,
-0.022783499211072922,
-0.010608308017253876,
0.03533582761883736,
0.06448916345834732,
0.06127743795514107,
0.050620175898075104,
-0.04473163187503815,
-0.031028425320982933,
0.012993043288588524,
0.0155839454382658,
-0.024015765637159348,
-0.004816386383026838,
0.016079846769571304,
0.026790374889969826,
-0.010845097713172436,
0.08411148190498352,
-0.011474426835775375,
0.006755227688699961,
0.0011560573475435376,
0.0030187915544956923,
-0.03554820269346237,
-0.039978742599487305,
0.009435219690203667,
0.006122072227299213,
0.043893199414014816,
0.008614827878773212,
-0.006201246287673712,
-0.03518306091427803,
-0.01800517737865448,
0.0023745866492390633,
0.0053441026248037815,
0.012721562758088112,
-0.011485565453767776,
0.0008073394419625401,
0.0013569261645898223,
-0.017288656905293465,
0.03699066862463951,
-0.04805159941315651,
0.06343743950128555,
-0.041938167065382004,
0.027616916224360466,
0.00939651858061552,
0.010818718932569027,
0.012067636474967003,
-0.01766955852508545,
0.058145131915807724,
0.03423742577433586,
-0.022720942273736,
0.07063347101211548,
0.04972900077700615,
-0.008706554770469666,
-0.05207669362425804,
-0.02495560236275196,
-0.0032174824737012386,
0.044499512761831284,
0.002415331080555916,
0.03297952935099602,
0.029942622408270836,
-0.14597997069358826,
-0.0030925872270017862,
-0.13839323818683624,
-0.053763147443532944,
-0.004319584462791681,
-0.026606103405356407,
-0.009618805721402168,
-0.002923686755821109,
-0.03258022665977478,
0.00924707017838955,
0.017916718497872353,
-0.05451260879635811,
0.02696957252919674,
0.007867641746997833,
0.0022500434424728155,
-0.011984999291598797,
0.034429751336574554,
-0.028325151652097702,
0.029726166278123856,
0.0031686609145253897,
0.01364961639046669,
0.036461275070905685,
0.00644168583676219,
-0.03614054620265961,
-0.01875041425228119,
-0.031325723975896835,
-0.03565850853919983,
-0.04011007398366928,
0.03254961967468262,
-0.015335670672357082,
-0.007452949415892363,
-0.007470119744539261,
-0.007673968560993671,
0.021174194291234016,
-0.01879219524562359,
-0.05872735753655434,
0.0330502949655056,
-0.036875855177640915,
-0.030026044696569443,
-0.0065620057284832,
0.026248207315802574,
0.037469808012247086,
-0.13095244765281677,
-0.009978394955396652,
0.03713684529066086,
0.01889839954674244,
-0.030971869826316833,
-0.020300714299082756,
-0.02129380777478218,
-0.0019333980744704604,
0.014726130291819572,
0.007385024335235357,
0.04495513066649437,
0.0338946208357811,
-0.016288962215185165,
-0.021220754832029343,
0.03154785558581352,
-0.0006933126132935286,
-0.013327691704034805,
0.05462061986327171,
0.010542117990553379,
-0.027073262259364128,
0.00840409193187952,
0.011082970537245274,
0.026153502985835075,
0.03736944869160652,
-0.0001554677146486938,
0.009541667066514492,
-0.017023535445332527,
0.05477523058652878,
0.024757646024227142,
0.04302195459604263,
-0.02726082131266594,
-0.005813812371343374,
-0.015412799082696438,
0.0005881152465008199,
-0.02990604378283024,
0.0017200554721057415,
-0.0057639265432953835,
0.02509022317826748,
0.00932321883738041,
-0.02222633734345436,
-0.06280140578746796,
-0.026506150141358376,
-0.006680929567664862,
-0.010361227206885815,
0.03111436404287815,
0.01772376522421837,
0.040869202464818954,
-0.009798966348171234,
-0.008775357156991959,
0.030995868146419525,
-0.038948509842157364,
-0.026375098153948784,
0.02772350423038006,
0.03595612570643425,
0.03840941935777664,
0.009788980707526207,
0.008755477145314217,
-0.02843095175921917,
-0.050778813660144806,
0.005904205609112978,
-0.030612757429480553,
0.029858635738492012,
0.01467918697744608,
0.009520419873297215,
0.016582272946834564,
-0.002884334186092019,
-0.057961344718933105,
0.018604522570967674,
-0.07728854566812515,
-0.006796404719352722,
-0.006668038200587034,
-0.02980036288499832,
0.01111857034265995,
0.028535595163702965,
0.05573968216776848,
0.00860330555588007,
-0.026641426607966423,
-0.046727653592824936,
0.01645973138511181,
-0.00585912074893713,
0.01523266825824976,
0.035970039665699005,
-0.03786119446158409,
-0.0011492031626403332,
0.010991686955094337,
0.020991595461964607,
0.03484220802783966,
-0.029830558225512505,
-0.04552885517477989,
0.043823111802339554,
-0.010693675838410854,
-0.015226990915834904,
-0.024352017790079117,
-0.034054264426231384,
0.08401276916265488,
0.018344266340136528,
0.004227926023304462,
-0.025403417646884918,
0.014018780551850796,
0.049409784376621246,
0.010298045352101326,
0.07708248496055603,
0.011874430812895298,
-0.06425100564956665,
-0.02194492146372795,
-0.06766603887081146,
0.06102629005908966,
-0.022924598306417465,
0.02530336193740368,
0.03093981184065342,
0.008525115437805653,
-0.0295665692538023,
0.004263459704816341,
0.009349917061626911,
-0.008532426320016384,
-0.02290787361562252,
-0.0019754243548959494,
0.013928372412919998,
0.015306379646062851,
0.01069094892591238,
-0.03601764142513275,
0.02596590295433998,
-0.004858019296079874,
-0.017695829272270203,
0.02764534018933773,
0.049237124621868134,
-0.00967682059854269,
-0.033085186034440994,
-0.01859322004020214,
0.004424288868904114,
-0.009136452339589596,
0.019100917503237724,
-0.05542182922363281,
-0.01910744421184063,
-0.02593250572681427,
0.01189242023974657,
0.030074352398514748,
0.006756476126611233,
0.030137227848172188,
0.1370350569486618,
0.006937665399163961,
0.01640634424984455,
0.06805162131786346,
-0.007640702184289694,
0.021568629890680313,
-0.024279648438096046,
-0.029857151210308075,
-0.001078361296094954,
0.0048451474867761135,
-0.14761994779109955,
-0.04492280259728432,
-0.03115924447774887,
8.152477676048875e-05,
0.02441892772912979,
0.01230601966381073,
-0.0015349354362115264,
0.021460196003317833,
-0.03265402093529701,
0.23755547404289246,
0.003162757959216833,
-0.03080037236213684,
0.02085018903017044,
-0.0197620652616024,
-0.10068555921316147,
0.0006752313347533345,
-0.05041297897696495,
0.01026940532028675,
-0.07254499197006226,
-0.006751701235771179,
-0.009501295164227486,
-0.02498071826994419,
0.025580883026123047,
-0.060887157917022705,
0.013814622536301613,
0.014665016904473305,
0.02529829926788807,
-0.08380647003650665,
0.020168118178844452,
-0.002886464586481452,
0.01569071225821972,
0.04520043730735779,
-0.02327503263950348,
-0.01724732108414173,
-0.01047325786203146,
-0.06434987485408783,
-0.04815278947353363,
-0.006121726240962744,
-0.0301656574010849,
-0.004170486703515053,
-0.0034320850390940905,
0.012608527205884457,
-0.009910759516060352,
-0.035608187317848206,
0.017210951074957848,
0.022572141140699387,
-0.06646401435136795,
-0.016703803092241287,
-0.001225590705871582,
0.0005793417803943157,
-0.01785973459482193,
-0.02050955221056938,
-0.024655446410179138,
-0.013843942433595657,
-0.030279144644737244,
0.030562711879611015,
-0.10697650909423828,
0.01880834251642227,
0.01917174458503723,
0.022485194727778435,
0.06311667710542679,
-0.13129457831382751,
0.015782378613948822,
-0.024999918416142464,
0.013479921035468578,
0.04570437967777252,
0.003527117660269141,
-0.018725084140896797,
0.019531231373548508,
0.015010129660367966,
0.036486610770225525,
0.009785584174096584,
0.006700012367218733,
0.015280228108167648,
-0.012470150366425514,
-0.03093763254582882,
0.004330093506723642,
0.006341875996440649,
-0.012003757990896702,
0.012715205550193787,
-0.004301583394408226,
0.00399399409070611,
-0.05469200015068054,
0.07904084026813507,
0.009178511798381805,
-0.0043598562479019165,
-0.05546830967068672,
0.001935491687618196,
-0.010131473653018475,
-0.0036452009808272123,
0.03633691743016243,
0.027538588270545006,
-0.04375019669532776,
0.04620177671313286,
-0.02054494246840477,
-0.02532285265624523,
-0.03483021631836891,
0.00730945123359561,
-0.025259345769882202,
0.02395678125321865,
0.03712083399295807,
-0.05228357017040253,
0.023541392758488655,
-0.005983836017549038,
-0.06313319504261017,
0.03394852578639984,
-0.02874399907886982,
0.010229348205029964,
0.024980416521430016,
-0.02029895968735218,
0.017570361495018005,
0.0028270292095839977,
-0.009319602511823177,
-0.017398416996002197,
-0.0446237288415432,
-0.016280023381114006,
-0.009376713074743748,
0.027026386931538582,
0.01621883176267147,
-0.02495839260518551,
-0.009492053650319576,
-0.007715710438787937,
-0.027718648314476013,
0.019272800534963608,
-0.005743296816945076,
-0.0014562556752935052,
-0.05271848291158676,
-0.00818528700619936,
0.02150006964802742,
0.008090938441455364,
-0.022833572700619698,
-0.01716991700232029,
0.04760710150003433,
0.04086889326572418,
-0.01973537728190422,
-0.0013599800877273083,
0.0032139618415385485,
-0.027144411578774452,
-0.004110684152692556,
-0.01103826891630888,
-0.03345390781760216,
-0.034835122525691986,
0.008244833908975124,
-0.0007869219407439232,
-0.010545549914240837
],
"scene_type": "indoor room interior",
"style": "bright cheerful atmosphere",
"final_score": 0.5735383052308627,
"iterations_count": 5,
"final_parameters": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2444827902154637
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2444827902154637,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1173535438898496,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.10485227318370433,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.19188767508841514,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"successful_adjustments": [],
"failed_adjustments": []
}
]

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,471 @@
{
"job_id": "ralph_20260125_121914",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/Hard/lasergirls.jpeg",
"target_domain": "HARD",
"max_iterations": 5,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "max_iterations",
"phase": "plan",
"current_iteration": 5,
"current_score": 0.5735383052308627,
"best_score": 0.5735383052308627,
"best_iteration": 1,
"stagnation_count": 3,
"current_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.23857009904114396
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.23857009904114396,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14436195629646595,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.11953644853285356,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2444827902154637
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2444827902154637,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1173535438898496,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.10485227318370433,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.19188767508841514,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"started_at": "2026-01-25T12:19:14.849433",
"updated_at": "2026-01-25T12:19:20.172705",
"completed_at": "2026-01-25T12:19:20.172643",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T12:19:16.686471",
"phase": "score",
"score": 0.5735383052308627,
"improvement": 0.5735383052308627,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2444827902154637
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2444827902154637
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2444827902154637,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1173535438898496,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.10485227318370433,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.19188767508841514,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2444827902154637
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2444827902154637,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1173535438898496,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.10485227318370433,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.19188767508841514,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/Hard_lasergirls_20260125_121907/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T12:19:17.875546",
"phase": "score",
"score": 0.5735383052308627,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.26744301738234383
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.26744301738234383
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.26744301738234383,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.20722108446265355,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.10891019675341229,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": -0.04307017090029197,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.26744301738234383
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.26744301738234383,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.20722108446265355,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.10891019675341229,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": -0.04307017090029197,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/Hard_lasergirls_20260125_121907/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 3,
"timestamp": "2026-01-25T12:19:19.020282",
"phase": "score",
"score": 0.5735383052308627,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2669400903368578
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2669400903368578
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2669400903368578,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14749457821612302,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.07107744480168934,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2669400903368578
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2669400903368578,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14749457821612302,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.07107744480168934,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/Hard_lasergirls_20260125_121907/screenshots/iter_003.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 4,
"timestamp": "2026-01-25T12:19:20.160944",
"phase": "score",
"score": 0.5735383052308627,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.23857009904114396
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.23857009904114396
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.23857009904114396,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14436195629646595,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.11953644853285356,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.23857009904114396
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.23857009904114396,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14436195629646595,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.11953644853285356,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/Hard_lasergirls_20260125_121907/screenshots/iter_004.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 12.18862009048462
}

View File

@ -0,0 +1,560 @@
[
{
"job_id": "ralph_20260125_121921",
"embedding": [
-0.005313406232744455,
0.012843089178204536,
0.029235530644655228,
0.013524966314435005,
-0.0021883638110011816,
-0.020954685285687447,
0.036666158586740494,
0.017880674451589584,
0.0052405307069420815,
0.04922011122107506,
0.011402654461562634,
0.004916870966553688,
0.022657791152596474,
-0.04003343731164932,
0.044886402785778046,
0.030260786414146423,
-0.04301324486732483,
-0.020742742344737053,
0.05535642430186272,
0.0044377148151397705,
-0.008753475733101368,
0.019491735845804214,
-0.01908927969634533,
-0.08831522613763809,
-0.015237080864608288,
-0.003045156365260482,
0.02089376002550125,
-0.03492967411875725,
-0.01828291080892086,
-0.0009748735465109348,
-0.001146522001363337,
0.021797137334942818,
-0.005494746845215559,
0.017686404287815094,
0.03290083259344101,
0.04871143400669098,
0.033628176897764206,
0.021053237840533257,
-0.0007798389997333288,
0.1380700170993805,
0.03206418454647064,
-0.024851854890584946,
-0.0028972765430808067,
-0.018241260200738907,
0.056381914764642715,
-0.14935287833213806,
0.00045708270044997334,
0.032768480479717255,
0.0023793261498212814,
0.01567397452890873,
0.04408784955739975,
0.006208640057593584,
0.07733937352895737,
-0.014126972295343876,
-0.03787243366241455,
0.007690136320888996,
-0.016065839678049088,
-0.02639465220272541,
0.010806098580360413,
0.029900094494223595,
-0.12189284712076187,
-0.02594657428562641,
0.026407262310385704,
0.030937345698475838,
-0.026387138292193413,
0.005635397043079138,
-0.0028046034276485443,
0.03215773031115532,
0.028468389064073563,
0.004197008907794952,
-0.07498171180486679,
-0.010111887939274311,
-0.046222031116485596,
-0.036737509071826935,
-0.01276682410389185,
-0.024861715734004974,
-0.026663891971111298,
-0.028484690934419632,
-0.019016185775399208,
-0.06780598312616348,
-0.0025073904544115067,
0.0037791815120726824,
0.0744076520204544,
0.0032887072302401066,
0.029473617672920227,
0.0826335996389389,
0.018394865095615387,
-0.04606764763593674,
0.007067947648465633,
-0.03621014207601547,
-0.022278685122728348,
0.023387959226965904,
-0.585997998714447,
0.03304372727870941,
0.02205510623753071,
0.03133504465222359,
-0.0030371055472642183,
-0.003075612708926201,
0.0124534135684371,
-0.17989830672740936,
-0.013750902377068996,
0.04549688845872879,
-0.012825669720768929,
0.008159354329109192,
-0.017224926501512527,
0.021978037431836128,
-0.07442209869623184,
0.020430486649274826,
-0.0024313980247825384,
-0.01833382435142994,
-0.03973733261227608,
-0.08803094923496246,
-0.02429450862109661,
-0.02301022969186306,
0.025706492364406586,
0.00929800420999527,
0.022556306794285774,
0.013107338920235634,
-0.012813755311071873,
0.02862287126481533,
0.02344106137752533,
0.12295622378587723,
0.010948755778372288,
-0.01937510259449482,
0.019045516848564148,
-0.02816794067621231,
-0.030090665444731712,
0.013010481372475624,
-0.0022770992945879698,
0.008095825091004372,
-0.034215688705444336,
-0.03817149996757507,
0.018990274518728256,
0.0778094232082367,
0.06449893862009048,
-0.02909940294921398,
0.011823421344161034,
0.05247163400053978,
-0.02573997713625431,
-0.03437989577651024,
0.04845477268099785,
0.04241723194718361,
0.001099619548767805,
0.04938073456287384,
-0.005903767887502909,
-0.015974855050444603,
-0.021114401519298553,
0.05692405626177788,
0.004650062881410122,
-0.0005850663292221725,
0.0009092867258004844,
-0.014196381904184818,
0.07000473886728287,
-0.03022436983883381,
-0.005980269983410835,
-0.10177536308765411,
0.006112115457653999,
-0.022352496162056923,
0.006163920275866985,
-0.03805648908019066,
-0.043920595198869705,
-0.005442490801215172,
-0.005894815549254417,
0.026213379576802254,
-0.02520781010389328,
-0.0059088957495987415,
0.03170072287321091,
-0.015408070757985115,
0.0017270261887460947,
-0.005966119468212128,
0.017340242862701416,
-0.0299647469073534,
-0.03750843182206154,
-0.03784514591097832,
-0.012736101634800434,
0.015682104974985123,
-0.08946182578802109,
-0.0059827477671206,
-0.04504777491092682,
0.04489494860172272,
-0.01695144735276699,
0.010751322843134403,
0.003316111396998167,
-0.0002269261603942141,
0.02951943501830101,
-0.004836155101656914,
0.0033703481312841177,
-0.021099448204040527,
-0.06520136445760727,
0.003384267445653677,
0.0031682837288826704,
-0.030805407091975212,
-0.03201880678534508,
-0.012905738316476345,
-0.04506118595600128,
0.04744984209537506,
0.010437975637614727,
-0.04558026045560837,
0.05303296074271202,
-0.028718506917357445,
0.018752671778202057,
-0.00725135300308466,
-0.03472289815545082,
-0.01153183076530695,
0.02250862680375576,
0.01712503656744957,
0.01878712885081768,
-0.024945270270109177,
-0.00013788627984467894,
0.05921551212668419,
-0.04042571410536766,
-0.02889450266957283,
0.01771073415875435,
0.0037633059546351433,
-0.02658187597990036,
-0.05086067318916321,
0.025090670213103294,
-0.04463779926300049,
0.011282053776085377,
-0.0012725796550512314,
0.06451722234487534,
0.05877120792865753,
0.005755587015300989,
-0.006091284099966288,
0.022836312651634216,
0.041088227182626724,
0.005655680317431688,
-0.013877223245799541,
-0.008008979260921478,
0.00010039297194452956,
0.012193323113024235,
-0.00334091205149889,
0.02600841596722603,
0.054440341889858246,
0.003058339236304164,
-0.015353243798017502,
0.00870137196034193,
-0.01204014103859663,
0.018763583153486252,
0.0389583595097065,
0.0024250689893960953,
0.05444540083408356,
0.026696454733610153,
-0.025694621726870537,
-0.041874103248119354,
-0.08691643178462982,
-0.0058308863081038,
0.050372131168842316,
-0.002315642312169075,
0.08278407901525497,
-0.0406450480222702,
0.027131754904985428,
0.014274725690484047,
-0.0230991430580616,
-0.012422194704413414,
-0.0032218354754149914,
0.006083823274821043,
0.048010293394327164,
0.11879807710647583,
-0.0040498278103768826,
-0.011733336374163628,
0.04416808485984802,
0.023157421499490738,
0.06766421347856522,
-0.011981137096881866,
-0.0027628166135400534,
-0.041556380689144135,
-0.0033053786028176546,
-0.006555377040058374,
0.01869368925690651,
0.0409376434981823,
-0.030030129477381706,
0.05911638215184212,
0.013822696171700954,
-0.022093040868639946,
0.0018615497974678874,
0.007216194178909063,
-0.008557739667594433,
0.008784439414739609,
0.012816902250051498,
-0.02449636720120907,
-0.015742281451821327,
-0.012705841101706028,
-0.025983577594161034,
-0.0038948969449847937,
-0.008342134766280651,
-0.12137192487716675,
-0.023272978141903877,
0.0036728638224303722,
-0.002166495658457279,
-0.03147396445274353,
0.007800939492881298,
0.039153944700956345,
-0.0457063764333725,
-0.01223508920520544,
0.03284739330410957,
0.011016430333256721,
-0.026172153651714325,
0.0022365786135196686,
0.005236079450696707,
0.003132430836558342,
0.008960170671343803,
-0.029624413698911667,
-0.02337484061717987,
0.012091617099940777,
-0.020942116156220436,
0.0787576213479042,
0.007624347694218159,
0.038659706711769104,
0.0082241240888834,
-0.034419216215610504,
0.055915262550115585,
0.07761397212743759,
-0.0001679907290963456,
0.013092457316815853,
-0.02767220325767994,
0.017296956852078438,
-0.04378538951277733,
0.012671071104705334,
-0.03717855364084244,
0.004052169620990753,
0.08923409134149551,
-0.009513380005955696,
0.009185557253658772,
-0.03622632846236229,
-0.030921360477805138,
-0.014024014584720135,
-0.00998140312731266,
-0.021756384521722794,
-0.033255547285079956,
-0.06261526048183441,
-0.010301103815436363,
0.000154045395902358,
-0.01509922556579113,
-0.004032229073345661,
0.01944485865533352,
0.014249895699322224,
-0.009539498947560787,
0.05042296648025513,
0.043933771550655365,
-0.007163460366427898,
-0.003075643675401807,
0.02570492774248123,
-0.013791138306260109,
-0.028862174600362778,
-0.03447658568620682,
0.004404878243803978,
0.013921035453677177,
-0.007185561116784811,
-0.007449280936270952,
-0.04701277241110802,
0.00398610532283783,
-0.006736357696354389,
-0.014836442656815052,
0.022192882373929024,
0.07176646590232849,
0.009200939908623695,
-0.12265162914991379,
-0.0070158918388187885,
-0.025317994877696037,
0.11241462081670761,
-0.02411189116537571,
-0.035188376903533936,
0.019557995721697807,
-0.05748471990227699,
-0.02038930542767048,
-0.004044349305331707,
-0.05263299122452736,
-0.014990650117397308,
-0.043818630278110504,
0.05060039088129997,
0.041977815330028534,
-0.019792480394244194,
-0.01988041400909424,
-0.0027123629115521908,
-0.011363314464688301,
0.01641056127846241,
0.00873868353664875,
0.052023738622665405,
0.05274747684597969,
0.05767462030053139,
-0.08023633062839508,
-0.016720285639166832,
-0.010938377119600773,
0.017426883801817894,
0.0019105321262031794,
-0.051540739834308624,
-0.0003090980462729931,
-0.03177011385560036,
0.019420959055423737,
-0.02400282770395279,
0.03806092217564583,
-0.0194352138787508,
-0.010184121318161488,
-0.026969101279973984,
-0.0257711261510849,
-0.04144507646560669,
0.020959049463272095,
-0.06476835161447525,
-0.018890460953116417,
0.031253740191459656,
-0.01773056760430336,
0.030106663703918457,
-0.010461973957717419,
-0.021681571379303932,
0.021516261622309685,
0.012593012303113937,
-0.03670642897486687,
-0.011087015271186829,
-0.04276582598686218,
-0.002925835782662034,
0.010645244270563126,
0.0012437759432941675,
0.0016916273161768913,
-0.05404387786984444,
0.03474476560950279,
0.0055884565226733685,
-0.006496296729892492,
0.012064157985150814,
-0.0112877506762743,
-0.021841514855623245,
-0.0080720204859972,
0.016215896233916283,
-0.06404370069503784,
-0.00886374618858099,
0.03071664273738861,
-0.010990344919264317,
0.02985856682062149,
-0.08946755528450012,
0.022049233317375183,
0.02032376453280449,
0.03087759017944336,
-0.004668109584599733,
0.0010152828181162477,
-0.025786807760596275,
-0.009016982279717922,
-0.007415079511702061,
-0.018462473526597023,
-0.04576001688838005,
0.020800461992621422,
0.029712101444602013,
0.05170626565814018,
-0.021348092705011368,
0.020231081172823906,
0.03499770164489746,
-0.020437365397810936,
0.013720247894525528,
-0.006280067842453718,
-0.01622524857521057,
-0.04259180277585983,
-0.033924467861652374,
0.016302021220326424,
-0.018345952033996582,
-0.01452952902764082,
0.004730724263936281,
-0.036001358181238174,
0.040490422397851944,
-0.08442468196153641,
-0.0018792146584019065,
-0.02119489759206772,
-0.029849523678421974,
-0.007508810143917799,
-0.046390265226364136,
-0.014101478271186352,
0.04496775195002556,
0.04355799779295921,
-0.020047614350914955,
-0.03774666041135788,
-0.0025507912505418062,
-0.00796373188495636,
0.03482634201645851,
0.01926293410360813,
0.0017120733391493559,
-0.04596422612667084,
0.03283500298857689,
-0.01689608208835125,
0.03419516608119011,
-0.007374405395239592,
0.025707842782139778,
-0.027726035565137863,
-0.020385457202792168,
-0.055545873939991,
-0.048457711935043335,
0.04013810679316521,
0.0038374161813408136,
-0.018403220921754837,
-0.004550555255264044,
0.024965519085526466,
0.0052858926355838776,
-0.01238710805773735,
-0.023188848048448563,
-0.04728146269917488,
0.0010149101726710796,
-0.019297493621706963,
-0.009819114580750465,
-0.021321643143892288,
0.037894587963819504,
-0.0038107053842395544,
-0.009513500146567822,
-0.004920338746160269,
0.005749611184000969,
0.00819172989577055,
-0.027919070795178413,
-0.023751914501190186,
0.09479337185621262,
0.01590091362595558,
-0.011387667618691921,
-0.020196208730340004,
0.0015285145491361618,
0.0527954064309597,
-0.004576395731419325,
-0.0034695013891905546
],
"scene_type": "outdoor landscape with mountains",
"style": "photorealistic rendering",
"final_score": 0.5329541487209875,
"iterations_count": 5,
"final_parameters": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.283060824043656
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.283060824043656,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1587419937662526,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1274193781007904,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"successful_adjustments": [],
"failed_adjustments": []
}
]

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,459 @@
{
"job_id": "ralph_20260125_121921",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/nature/mountain_dramatic_01.jpg",
"target_domain": "NATURE",
"max_iterations": 5,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "max_iterations",
"phase": "plan",
"current_iteration": 5,
"current_score": 0.5329541487209875,
"best_score": 0.5329541487209875,
"best_iteration": 1,
"stagnation_count": 3,
"current_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2950061677327308
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2950061677327308,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15443250962965926,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1188099848002964,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": -0.11878307508654637,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.283060824043656
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.283060824043656,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1587419937662526,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1274193781007904,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"started_at": "2026-01-25T12:19:21.575996",
"updated_at": "2026-01-25T12:19:27.209979",
"completed_at": "2026-01-25T12:19:27.209925",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T12:19:23.373860",
"phase": "score",
"score": 0.5329541487209875,
"improvement": 0.5329541487209875,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.283060824043656
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.283060824043656
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.283060824043656,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1587419937662526,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1274193781007904,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.283060824043656
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.283060824043656,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1587419937662526,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1274193781007904,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/nature_mountain_dramatic_01_20260125_121921/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T12:19:24.642966",
"phase": "score",
"score": 0.5329541487209875,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.26247777351999263
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.26247777351999263
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.26247777351999263,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.16755920902267332,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.11929658050609103,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.26247777351999263
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.26247777351999263,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.16755920902267332,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.11929658050609103,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/nature_mountain_dramatic_01_20260125_121921/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 3,
"timestamp": "2026-01-25T12:19:25.865653",
"phase": "score",
"score": 0.5329541487209875,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.1825523451777824
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.1825523451777824
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.1825523451777824,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15202247024654159,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.127512053083463,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.1825523451777824
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.1825523451777824,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15202247024654159,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.127512053083463,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/nature_mountain_dramatic_01_20260125_121921/screenshots/iter_003.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 4,
"timestamp": "2026-01-25T12:19:27.203104",
"phase": "score",
"score": 0.5329541487209875,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2950061677327308
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2950061677327308
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2950061677327308,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15443250962965926,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1188099848002964,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": -0.11878307508654637,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2950061677327308
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2950061677327308,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15443250962965926,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1188099848002964,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": -0.11878307508654637,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/nature_mountain_dramatic_01_20260125_121921/screenshots/iter_004.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 6.023962736129761
}

View File

@ -0,0 +1,560 @@
[
{
"job_id": "ralph_20260125_121931",
"embedding": [
0.014808958396315575,
-0.0007396983564831316,
0.009880906902253628,
-0.0370221845805645,
-0.05046708509325981,
-0.046682607382535934,
-0.031188994646072388,
0.07997914403676987,
0.008112424984574318,
0.01296500489115715,
-0.005085838492959738,
-0.016644516959786415,
0.04212942346930504,
0.014475886709988117,
0.010820871219038963,
-0.030895553529262543,
-0.08385512232780457,
0.021753542125225067,
2.359077006985899e-05,
-0.024547414854168892,
0.08951672166585922,
0.04486880451440811,
0.02316807582974434,
-0.000325702887494117,
-0.04382304847240448,
-0.009112709201872349,
-0.03967634215950966,
-0.006757362280040979,
0.0034387586638331413,
-0.04044855013489723,
0.02143240161240101,
0.015611433424055576,
-0.0016768636414781213,
0.025905705988407135,
0.013627799227833748,
0.04906551167368889,
-0.02144058607518673,
-0.005618000868707895,
-0.027897637337446213,
-0.12280832231044769,
-0.017056608572602272,
-0.004209931008517742,
-0.035298608243465424,
0.008743373677134514,
0.03878578916192055,
0.2656531035900116,
-0.03718492388725281,
-0.004482479766011238,
-0.006873244419693947,
-0.019747011363506317,
0.01602693647146225,
0.03161168843507767,
0.010078906081616879,
-0.024578729644417763,
-0.011730694212019444,
-0.041892629116773605,
-0.017526263371109962,
0.037454232573509216,
-0.0020163843873888254,
-0.021946387365460396,
-0.0013865337241441011,
-0.01264999434351921,
0.0006103799678385258,
0.029734842479228973,
-0.011635206639766693,
-0.026405472308397293,
0.04312114417552948,
0.05830658972263336,
-0.00884946808218956,
0.032047662883996964,
-0.026095110923051834,
0.058818619698286057,
0.011767696589231491,
0.002382533624768257,
0.0009691587183624506,
-0.025133853778243065,
0.02894308976829052,
0.029687190428376198,
-0.021784363314509392,
0.043091341853141785,
-0.014484795741736889,
-0.011518544517457485,
-0.0009490728843957186,
-0.0022334461100399494,
0.013194927014410496,
0.019396763294935226,
-0.09116911143064499,
-0.0065078455954790115,
0.05550488457083702,
-0.04008571431040764,
0.008591393940150738,
-0.005017411429435015,
-0.67218416929245,
0.06148933991789818,
-0.03553566709160805,
0.00548578379675746,
-0.017997711896896362,
-0.032852936536073685,
-0.02004409208893776,
-0.03263795003294945,
0.025147005915641785,
-0.032877299934625626,
-0.0185867752879858,
-0.0118020074442029,
-0.061699267476797104,
-0.002814995590597391,
0.02700536511838436,
-0.001382784335874021,
0.010111375711858273,
0.03185313194990158,
-0.013991931453347206,
0.013028034940361977,
0.011208780109882355,
-0.020672470331192017,
-0.043437179177999496,
-0.02526487223803997,
-0.001173768425360322,
-0.011417112313210964,
-0.024818984791636467,
-0.015953298658132553,
0.020259935408830643,
0.0368669219315052,
-0.025130104273557663,
-0.03612913563847542,
0.016309158876538277,
0.016277512535452843,
0.006129118148237467,
0.011811958625912666,
0.019089166074991226,
-0.007668564096093178,
0.009668324142694473,
0.04274504631757736,
0.032584622502326965,
0.08866334706544876,
0.00012281899398658425,
0.03990030661225319,
-0.008909209631383419,
-0.04024085775017738,
-0.0756886899471283,
0.009122812189161777,
-0.019032135605812073,
-0.015355593524873257,
0.004607386887073517,
0.03591315448284149,
0.030948448926210403,
-0.04280484840273857,
-0.029086623340845108,
0.020770443603396416,
-0.008900932967662811,
0.009279160760343075,
0.00773948198184371,
-0.03928885981440544,
0.10707946121692657,
-0.013139016926288605,
0.016770385205745697,
-0.03463470935821533,
0.034373939037323,
-0.014667177572846413,
0.022019973024725914,
0.04595574736595154,
-0.006332566030323505,
-0.018977655097842216,
0.025869643315672874,
0.06825288385152817,
-0.039810989052057266,
0.010439506731927395,
0.052501462399959564,
0.008098146878182888,
-0.012873576954007149,
-0.02345774695277214,
-0.022978879511356354,
-0.01961810141801834,
-0.029514001682400703,
-0.02949501946568489,
0.008726690895855427,
0.007440080866217613,
-0.04776522144675255,
0.009107180871069431,
0.05377347022294998,
-0.0062248073518276215,
0.03956228494644165,
0.01581648737192154,
-0.0025730105116963387,
-0.022939592599868774,
0.0016887298552319407,
-0.004412641748785973,
-0.005028415005654097,
-0.028114551678299904,
-0.029933156445622444,
0.03970622643828392,
0.015138308517634869,
-0.04337840527296066,
0.017504902556538582,
-0.02212841995060444,
-0.03340825438499451,
-0.012024969793856144,
-0.009042535908520222,
-0.004430233035236597,
-0.048408303409814835,
0.022020725533366203,
-0.015623418614268303,
-0.031340546905994415,
0.006666588131338358,
0.002489053877070546,
0.03948668763041496,
0.01038159616291523,
0.000756157620344311,
-0.018502820283174515,
-0.002371641108766198,
0.022577378898859024,
0.02249216102063656,
0.06403577327728271,
-0.021062001585960388,
0.023940034210681915,
-0.02951568365097046,
-0.013450381346046925,
0.006139216013252735,
-0.04056134447455406,
0.006971064489334822,
-0.027758212760090828,
-0.056711554527282715,
0.06996440887451172,
0.013676449656486511,
0.0034483412746340036,
-0.020895646885037422,
-0.01901010237634182,
-0.02266474813222885,
-0.06068259850144386,
0.011484067887067795,
0.015524053014814854,
0.013436592184007168,
0.03415555879473686,
5.532774957828224e-05,
-0.014250095933675766,
0.02617809548974037,
-0.07432036846876144,
0.006728613283485174,
-0.03158627822995186,
-0.018562443554401398,
0.02525002509355545,
0.005538841709494591,
-0.0128988828510046,
0.010150003246963024,
0.005613885819911957,
-0.024458138272166252,
0.02472645975649357,
-0.006961429491639137,
0.0021586387883871794,
0.019831515848636627,
-0.014451495371758938,
-0.06350056082010269,
-0.002818470587953925,
-0.002707225503399968,
0.0072179390117526054,
-0.031490545719861984,
0.01832711510360241,
-0.010506436228752136,
0.04355276748538017,
-0.17045170068740845,
-0.015425039455294609,
-0.0004098314675502479,
0.03727097809314728,
0.037824418395757675,
0.10008378326892853,
-0.02038007415831089,
-0.013429638929665089,
-0.02412952110171318,
-0.024245649576187134,
0.0239377673715353,
0.004694570787250996,
-0.018419917672872543,
0.02001485414803028,
-0.0036072812508791685,
-0.011553608812391758,
-0.025055311620235443,
0.06069009006023407,
-0.01441859733313322,
-0.0013840729370713234,
-0.02826775051653385,
-0.010263382457196712,
-0.03635161742568016,
0.013716300018131733,
0.002040658611804247,
-0.010455102659761906,
0.03678714111447334,
0.005788365378975868,
0.015581055544316769,
0.027473751455545425,
-0.007143931929022074,
0.014613150618970394,
-0.028829040005803108,
0.012398525141179562,
0.036307159811258316,
-0.036505017429590225,
-0.0203261598944664,
-0.01379682868719101,
-0.0008110050112009048,
0.04007501155138016,
0.008148238062858582,
0.0018783339764922857,
0.005303049460053444,
0.0012966099893674254,
0.004988368600606918,
-0.015793245285749435,
0.017047297209501266,
0.016124490648508072,
0.0001714541867841035,
0.036261316388845444,
-0.025306671857833862,
-0.00541333481669426,
-0.001412109937518835,
0.017673566937446594,
0.08868817239999771,
0.01840628683567047,
-0.013827809132635593,
0.002366761676967144,
0.01704028993844986,
-0.0034487908706068993,
-0.04966987296938896,
0.07320979982614517,
0.03225742653012276,
0.029367411509156227,
-0.0013732188381254673,
-0.03388009965419769,
0.0180612001568079,
0.007916871458292007,
-0.00825505517423153,
0.0001333319378318265,
-0.0077191605232656,
-0.008622720837593079,
0.007562089245766401,
-0.017943454906344414,
0.017136890441179276,
-0.006391126196831465,
0.005288057494908571,
-0.02358446642756462,
-0.008034922182559967,
0.0027258156333118677,
-0.007724089082330465,
-0.0016746693290770054,
-0.03636081516742706,
0.0108078857883811,
-0.027253814041614532,
0.02260601334273815,
-0.028124742209911346,
-0.021048227325081825,
0.003881335724145174,
-0.0017653355607762933,
0.021584833040833473,
-0.0068589914590120316,
-0.007775462698191404,
-0.017775386571884155,
-0.007771485019475222,
-0.012203973717987537,
-0.027472926303744316,
-0.017542419955134392,
0.002456288319081068,
-0.04721742123365402,
0.02002716436982155,
0.04459286853671074,
0.013323217630386353,
-0.02107696607708931,
0.02074812911450863,
0.05924598127603531,
0.05788351222872734,
-0.01997012458741665,
-0.005505733657628298,
0.027458854019641876,
-0.02208182029426098,
0.015582805499434471,
0.017453165724873543,
0.01318048220127821,
0.011975615285336971,
-0.012331857345998287,
-0.00978216715157032,
-0.01884232461452484,
0.04618288204073906,
0.006870255805552006,
-0.02666044794023037,
-0.02692805975675583,
-0.007735112216323614,
-0.07050085067749023,
0.00038535395287908614,
-0.03405320271849632,
0.0006812294013798237,
0.004004008136689663,
0.020717013627290726,
-0.00396770890802145,
-0.033468883484601974,
-0.18282602727413177,
-0.06725142896175385,
0.0007512221927754581,
0.0011001534294337034,
-0.011666256934404373,
-0.08902709186077118,
0.02159225009381771,
-0.012346903793513775,
-0.004776677582412958,
-0.005311172921210527,
-0.007904278114438057,
0.016797490417957306,
-0.02595784328877926,
-0.04676009714603424,
0.00733875622972846,
-0.004774991888552904,
-0.005374552682042122,
0.0032307577785104513,
-0.010264305397868156,
-0.027282511815428734,
-0.02691970393061638,
-0.034798458218574524,
0.046418603509664536,
-0.01704064942896366,
-0.027625655755400658,
-0.01523200236260891,
0.02469441294670105,
0.006676424760371447,
0.0015698560746386647,
0.015868578106164932,
-0.004437694791704416,
0.052269626408815384,
0.0018923054449260235,
-0.02268305979669094,
-0.05350678041577339,
-0.0034993167500942945,
0.01756254956126213,
-0.023864202201366425,
0.018291067332029343,
-0.030738234519958496,
-0.023928990587592125,
-0.022146150469779968,
0.017855074256658554,
-0.041259076446294785,
-0.047314949333667755,
-0.012799243442714214,
0.003157125087454915,
-0.02986048348248005,
0.025027543306350708,
-0.005654952954500914,
-0.011267687194049358,
0.015698321163654327,
-0.009736512787640095,
-0.03072446398437023,
-0.0053955549374222755,
-0.019359491765499115,
0.008468556217849255,
-0.02059878408908844,
-0.014866755343973637,
0.01338739600032568,
0.015729470178484917,
0.041162364184856415,
0.00450923852622509,
0.025458097457885742,
-0.007672810927033424,
-0.03406820818781853,
0.01976531557738781,
0.006248638033866882,
-0.007748917676508427,
-0.02223644033074379,
-0.00035654811654239893,
-0.02266528829932213,
-0.02648448571562767,
0.028270235285162926,
-0.024578697979450226,
0.03129412978887558,
-0.019634922966361046,
0.01483974326401949,
-6.343946733977646e-05,
0.006699719000607729,
0.00931836199015379,
-0.009448179043829441,
0.006797678768634796,
-0.0111622279509902,
-0.04520115256309509,
0.038008321076631546,
0.02937234565615654,
-0.011377139016985893,
-0.003450400661677122,
-0.003676043124869466,
-0.007443851791322231,
-0.02138991840183735,
-0.026374392211437225,
0.013465898111462593,
-0.00015745450218673795,
-0.029399925842881203,
0.00644906098023057,
-0.043220240622758865,
0.004772265907377005,
-0.02186637558043003,
0.003221586113795638,
-0.012670530006289482,
0.03732864931225777,
0.0268991868942976,
-0.006595733109861612,
-0.02740841545164585,
-0.0024256675969809294,
0.014676383696496487,
0.006369758863002062,
-0.0011846303241327405,
-0.01577112451195717,
-0.02721244841814041,
-0.006352496799081564,
-0.05341419205069542,
0.01894495077431202,
0.0716468021273613,
0.005718202330172062,
-0.0026521419640630484,
0.012004343792796135,
-0.0073106735944747925,
-0.011690160259604454,
0.00563832838088274,
0.009834451600909233
],
"scene_type": "sunset or sunrise scene",
"style": "photorealistic rendering",
"final_score": 0.49977224710438317,
"iterations_count": 5,
"final_parameters": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258790792359329
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.258790792359329,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.21431284698286782,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13839240120095106,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"successful_adjustments": [],
"failed_adjustments": []
}
]

View File

@ -0,0 +1,465 @@
{
"job_id": "ralph_20260125_121931",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/portrait-multi/distractedboyfriend.webp",
"target_domain": "PORTRAIT-MULTI",
"max_iterations": 5,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "max_iterations",
"phase": "plan",
"current_iteration": 5,
"current_score": 0.49977224710438317,
"best_score": 0.49977224710438317,
"best_iteration": 1,
"stagnation_count": 3,
"current_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2318250045863352
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2318250045863352,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16670308980870968,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.12143930237473155,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258790792359329
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.258790792359329,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.21431284698286782,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13839240120095106,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"started_at": "2026-01-25T12:19:31.166818",
"updated_at": "2026-01-25T12:19:36.428467",
"completed_at": "2026-01-25T12:19:36.428417",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T12:19:32.840013",
"phase": "score",
"score": 0.49977224710438317,
"improvement": 0.49977224710438317,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258790792359329
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258790792359329
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.258790792359329,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.21431284698286782,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13839240120095106,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258790792359329
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.258790792359329,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.21431284698286782,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13839240120095106,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/portrait-multi_distractedboyfriend_20260125_121928/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T12:19:33.994937",
"phase": "score",
"score": 0.49977224710438317,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.21561858186962873
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.21561858186962873
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.21561858186962873,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.18183490446153439,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1536879050092925,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": 0.2811057057002689,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.21561858186962873
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.21561858186962873,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.18183490446153439,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1536879050092925,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": 0.2811057057002689,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/portrait-multi_distractedboyfriend_20260125_121928/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 3,
"timestamp": "2026-01-25T12:19:35.215822",
"phase": "score",
"score": 0.49977224710438317,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258560490855879
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258560490855879
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.258560490855879,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1733895914228491,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1729766145986399,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": 0.0951283657849954,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.258560490855879
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.258560490855879,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1733895914228491,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1729766145986399,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": 0.0951283657849954,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/portrait-multi_distractedboyfriend_20260125_121928/screenshots/iter_003.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 4,
"timestamp": "2026-01-25T12:19:36.419799",
"phase": "score",
"score": 0.49977224710438317,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2318250045863352
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2318250045863352
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2318250045863352,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16670308980870968,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.12143930237473155,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2318250045863352
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2318250045863352,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16670308980870968,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.12143930237473155,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/portrait-multi_distractedboyfriend_20260125_121928/screenshots/iter_004.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 8.208559036254883
}

View File

@ -0,0 +1,560 @@
[
{
"job_id": "ralph_20260125_123957",
"embedding": [
0.011033013463020325,
0.02407151460647583,
0.006561012007296085,
-0.003087097778916359,
0.027142899110913277,
-0.012813170440495014,
-0.024117279797792435,
0.060481421649456024,
0.02562776766717434,
0.005294137168675661,
0.007004923187196255,
-0.026602480560541153,
0.01357343327254057,
-0.012568802572786808,
-0.011946228332817554,
0.013404522091150284,
-0.04348340630531311,
0.04016238823533058,
0.0629575252532959,
-0.024269865825772285,
-0.020394016057252884,
0.015374377369880676,
-0.012536919675767422,
0.018771089613437653,
-0.0034927295055240393,
0.021294664591550827,
0.02586611546576023,
-0.00576536450535059,
-0.011526266112923622,
-0.002624025335535407,
-0.03631695732474327,
0.008637736551463604,
-0.016728419810533524,
-0.001204129890538752,
0.0020620485302060843,
0.015636177733540535,
-0.03616367280483246,
-0.03326640650629997,
0.041568659245967865,
0.07352706789970398,
-0.012118683196604252,
0.036656562238931656,
0.00695875845849514,
0.006459451746195555,
-0.013698892667889595,
-0.03867523744702339,
0.016784589737653732,
-0.025928569957613945,
-0.026799453422427177,
0.01721044071018696,
-0.03086906671524048,
0.003538627875968814,
0.024790961295366287,
-0.0367828868329525,
-0.06531190872192383,
0.011328784748911858,
-0.017816953361034393,
0.007912803441286087,
0.004321340937167406,
-0.0021979757584631443,
-0.0693802684545517,
-0.024160275235772133,
-0.014580671675503254,
-0.004425195511430502,
0.021166378632187843,
-0.01427479274570942,
-0.03500182181596756,
0.04257170110940933,
0.0150979645550251,
-0.007848630659282207,
-0.03202245384454727,
-0.00013413585838861763,
-0.02855859324336052,
-0.033923566341400146,
0.001171182724647224,
-0.020101049914956093,
-0.01706588640809059,
-0.03595607355237007,
-0.03824323043227196,
-0.050050728023052216,
0.026580458506941795,
-0.07695477455854416,
0.014264749363064766,
-0.049611471593379974,
0.014451798982918262,
-0.017438968643546104,
-0.052279744297266006,
-0.011879467405378819,
-0.004708734340965748,
-0.01929149590432644,
-0.012786890380084515,
-0.022559067234396935,
-0.7255264520645142,
-0.003773145144805312,
-0.025186076760292053,
0.03143053874373436,
-0.01479612197726965,
-0.00790273305028677,
0.020653648301959038,
-0.20655187964439392,
0.02019602432847023,
-0.022127198055386543,
-0.03546561673283577,
0.005335064604878426,
0.03793984651565552,
0.010304717347025871,
0.15212330222129822,
0.04467912018299103,
0.006895344704389572,
0.02728871814906597,
-0.005298043601214886,
0.026726175099611282,
0.010997398756444454,
-0.026416584849357605,
0.014705142937600613,
-0.03805175796151161,
0.002013496123254299,
-0.020629316568374634,
-0.03495272994041443,
0.024764759466052055,
-0.016921598464250565,
0.0521739237010479,
0.04988729581236839,
-0.03587350621819496,
-0.012227076105773449,
0.001718296087346971,
-0.006547107361257076,
0.0003077474539168179,
0.014870275743305683,
0.032444775104522705,
-0.0078496802598238,
0.030672483146190643,
-0.04766296595335007,
0.08202981948852539,
0.0036912192590534687,
0.01849995367228985,
-0.010522126220166683,
-0.03143720328807831,
-0.005124038551002741,
-0.01457199826836586,
-0.001373644103296101,
-0.013351392932236195,
0.005810714792460203,
-0.044810499995946884,
0.03773623704910278,
-0.019361145794391632,
-0.010900418274104595,
0.005048797931522131,
-0.013144677504897118,
0.02440568059682846,
0.0005624417099170387,
0.03322731703519821,
0.0067587909288704395,
0.018549537286162376,
-0.005534423515200615,
-0.04945196211338043,
-0.00544746033847332,
-0.018678344786167145,
-0.008879374712705612,
0.045786987990140915,
-0.04083212837576866,
-0.03577781468629837,
-0.005317612551152706,
-0.007369722239673138,
0.04673391208052635,
-0.0011870469897985458,
-0.04080585017800331,
0.035022493451833725,
-0.0019422988407313824,
0.01576942577958107,
0.006661331281065941,
-0.0017274543642997742,
-0.017496967688202858,
-0.00639590248465538,
-0.022667011246085167,
0.0023120162077248096,
-0.05905158817768097,
0.01353832334280014,
-0.07196170091629028,
-0.004018183797597885,
0.05758126080036163,
0.0037715586367994547,
0.0024437028914690018,
-0.0009760540560819209,
-0.0008287446689791977,
-0.006880627013742924,
0.004152862820774317,
0.0012355383951216936,
-0.03671019896864891,
-0.0003272434987593442,
-0.025681881234049797,
-0.017804881557822227,
-0.017691509798169136,
0.0030217019375413656,
0.028914986178278923,
0.0027106229681521654,
0.0341242291033268,
-0.025902599096298218,
0.011585569009184837,
0.017066052183508873,
0.009347427636384964,
-0.009145562537014484,
-0.03191205859184265,
-0.01574270986020565,
0.013053257949650288,
-0.011527090333402157,
0.021031297743320465,
-0.015470017679035664,
0.04492049664258957,
0.03910154476761818,
0.01688879169523716,
0.0649792030453682,
-0.012566087767481804,
-0.010123968124389648,
-0.012302832677960396,
-0.002920270198956132,
0.048532385379076004,
0.03237393870949745,
-0.025578482076525688,
0.005580848548561335,
0.05799677222967148,
-0.06548695266246796,
-0.026331709697842598,
-0.02177536115050316,
0.031674377620220184,
-0.007911761291325092,
-0.021054331213235855,
-0.004372670780867338,
0.0059773665852844715,
-0.01963111013174057,
-0.003141015535220504,
-0.006424815859645605,
-0.021573983132839203,
-0.001874543959274888,
-0.012365328148007393,
-0.07260911911725998,
0.008936922997236252,
0.020029429346323013,
0.022184226661920547,
-0.011576564982533455,
-0.0008785607060417533,
0.008969772607088089,
-0.008609012700617313,
0.014986681751906872,
0.03443817049264908,
-0.020180391147732735,
0.01635902188718319,
0.006369738839566708,
0.034158721566200256,
0.0028258662205189466,
-0.02733464725315571,
-0.007031259126961231,
0.0034369262866675854,
-0.016264183446764946,
-0.014922582544386387,
0.009932270273566246,
-0.004726755898445845,
-0.0030895275995135307,
0.17224325239658356,
0.003123211208730936,
0.007983595132827759,
-0.01607154682278633,
-0.022401925176382065,
0.003171413904055953,
-0.0004086351837031543,
-0.03217024356126785,
-0.01693456992506981,
-0.0013553686439990997,
0.01563910022377968,
0.016303932294249535,
0.014433301985263824,
-0.03249578922986984,
0.02127619832754135,
-0.0003961279580835253,
-0.015129582025110722,
0.012230693362653255,
-0.03920574113726616,
0.014815373346209526,
-0.01655041240155697,
0.0425766222178936,
0.038076043128967285,
0.00584766548126936,
0.03487449511885643,
0.010582023300230503,
0.026183120906352997,
0.0004393898998387158,
-0.038502682000398636,
-0.0013139197835698724,
0.023241065442562103,
-0.007814970798790455,
0.004380712751299143,
0.007282512728124857,
0.0023572463542222977,
0.013306722044944763,
-0.04547450318932533,
-0.032695990055799484,
-0.03792404383420944,
0.018881017342209816,
-0.0032293798867613077,
0.005340001080185175,
-0.01775827445089817,
-0.006403880659490824,
-0.015251952223479748,
-0.003862957237288356,
0.006331850774586201,
0.0013053269358351827,
0.01757938042283058,
-0.0012305653654038906,
0.009442568756639957,
-0.007596667855978012,
0.016325989738106728,
0.02682822197675705,
0.08194337785243988,
-0.008669288828969002,
0.011471896432340145,
-0.0038343232590705156,
0.03033541887998581,
0.033727653324604034,
-0.0006570488912984729,
-0.03259145841002464,
0.016208216547966003,
0.16212792694568634,
0.009026829153299332,
-0.018522189930081367,
-0.013432078994810581,
-0.017451969906687737,
0.003993631340563297,
0.02279885858297348,
-0.010215300135314465,
0.04656120389699936,
0.010669304989278316,
-0.008265606127679348,
0.009125576354563236,
0.0030642568599432707,
0.002242838032543659,
0.0010868587996810675,
0.014942661859095097,
0.0199580080807209,
-0.0026804651133716106,
0.03377068415284157,
-0.03140043839812279,
-0.016308223828673363,
-0.009138884022831917,
-0.007478778250515461,
0.017239434644579887,
0.005742814391851425,
0.0238045584410429,
0.0017588940681889653,
0.020215878263115883,
0.018479272723197937,
-0.03956301510334015,
0.026269497349858284,
-0.022625790908932686,
-0.011964238248765469,
0.026754681020975113,
0.024593545123934746,
0.012400387786328793,
-0.06020062789320946,
0.012202188372612,
0.015542511828243732,
-0.02393968589603901,
0.007917214184999466,
0.017882538959383965,
0.020906690508127213,
-0.08676893264055252,
-0.0028227639850229025,
-0.0009894646937027574,
-0.022554680705070496,
0.0048915063962340355,
0.004297539126127958,
-0.005519942380487919,
0.039585307240486145,
-0.02355297841131687,
-0.008369829505681992,
-0.023901991546154022,
-0.031804896891117096,
0.009799464605748653,
0.0021283687092363834,
-0.012610641308128834,
0.013663000427186489,
0.013704502023756504,
-0.006170955020934343,
0.02350376546382904,
-0.02419092133641243,
0.02416696771979332,
-0.00690030911937356,
-0.004440435208380222,
-0.03233706206083298,
-0.019649993628263474,
0.13813716173171997,
0.007742526941001415,
0.005335225723683834,
0.01000853069126606,
0.01803594082593918,
-0.016156693920493126,
-0.03466146066784859,
0.008584077470004559,
-0.022046223282814026,
-0.07760783284902573,
-0.005145653150975704,
-0.0033154708798974752,
0.008200641721487045,
0.025160927325487137,
-0.0034575278405100107,
0.01715499348938465,
-0.014416960068047047,
-0.028674941509962082,
-0.011359036900103092,
0.025739504024386406,
-0.0005431578611023724,
0.0605989471077919,
0.011869925074279308,
0.02504708431661129,
0.01119738444685936,
0.01721840538084507,
0.0010639734100550413,
-0.011650726199150085,
0.00432189367711544,
0.007163820788264275,
0.014686720445752144,
-0.009520354680716991,
-0.03298886865377426,
-0.00927595142275095,
-0.06519266963005066,
-0.00313463993370533,
0.0346548929810524,
0.015513867139816284,
0.021997500211000443,
-0.07316213101148605,
0.02831071801483631,
-0.04171261191368103,
-0.02061842568218708,
-0.07451537251472473,
-0.015614321455359459,
0.03807718679308891,
-0.0037585338577628136,
-0.005946447141468525,
-0.02931852824985981,
-0.004417705349624157,
0.007574163377285004,
0.018977545201778412,
-0.0009075104026123881,
-0.05311508849263191,
0.00791739858686924,
0.004108986351639032,
-0.026413749903440475,
0.035210318863391876,
-0.03696047514677048,
0.004079096484929323,
-0.030104152858257294,
0.011587480083107948,
0.012105699628591537,
0.016389233991503716,
-0.0031353961676359177,
0.014879345893859863,
0.004195864778012037,
-0.014981917105615139,
-0.025385994464159012,
0.03380224108695984,
-0.05736449360847473,
-0.02016938105225563,
-0.01040850579738617,
-0.03711499646306038,
-0.04672835022211075,
0.030788958072662354,
0.043405041098594666,
0.01939028687775135,
0.0106729194521904,
-0.015622205100953579,
0.026204686611890793,
0.013967543840408325,
0.011936714872717857,
0.012729236856102943,
0.011430435813963413,
-0.02747960202395916,
-0.01010025106370449,
-0.024258948862552643,
-0.009059897623956203,
-0.02031920664012432,
0.011762060225009918,
-0.004567691124975681,
-0.042940638959407806,
-0.04328593239188194,
0.013727971352636814,
-0.011640211567282677,
0.011590198613703251,
0.0016824925551190972,
0.026270277798175812,
-0.004882890731096268,
-0.015471581369638443,
0.00847864244133234,
-0.02377062663435936,
0.03972965106368065,
-0.021349746733903885,
-0.007695433218032122,
-0.019446242600679398,
0.02034059725701809,
0.026039689779281616,
-0.03859058767557144,
0.016071585938334465,
0.040062714368104935,
-0.0016684849979355931,
-0.0007401394541375339,
-0.02590596303343773,
0.01571793109178543,
-0.0014715937431901693,
-0.0007816586294211447,
0.009440716356039047,
0.02721029706299305,
0.02282017096877098,
0.014350461773574352,
-0.003990127705037594
],
"scene_type": "sunset or sunrise scene",
"style": "photorealistic rendering",
"final_score": 0.5278054750219754,
"iterations_count": 7,
"final_parameters": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.37181051725212155
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.37181051725212155,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.15601854385920313,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.19158296346930004,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"successful_adjustments": [],
"failed_adjustments": []
}
]

View File

@ -0,0 +1,639 @@
{
"job_id": "ralph_20260125_123957",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/sea/4a8520b2-895c-40fa-a7db-7d87a1bbe33b.jpg",
"target_domain": "SEA",
"max_iterations": 10,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "stagnated",
"phase": "plan",
"current_iteration": 7,
"current_score": 0.5278054750219754,
"best_score": 0.5278054750219754,
"best_iteration": 1,
"stagnation_count": 5,
"current_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2759258537023129
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2759258537023129,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.14495794774829132,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15135499439270678,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.37181051725212155
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.37181051725212155,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.15601854385920313,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.19158296346930004,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"started_at": "2026-01-25T12:39:57.642847",
"updated_at": "2026-01-25T12:40:05.705700",
"completed_at": "2026-01-25T12:40:05.705659",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T12:39:59.427783",
"phase": "score",
"score": 0.5278054750219754,
"improvement": 0.5278054750219754,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.37181051725212155
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.37181051725212155
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.37181051725212155,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.15601854385920313,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.19158296346930004,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.37181051725212155
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.37181051725212155,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.15601854385920313,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.19158296346930004,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_123951/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T12:40:00.979263",
"phase": "score",
"score": 0.5278054750219754,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.31653718068216297
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.31653718068216297
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.31653718068216297,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1224070558301472,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1598706055029334,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": -0.10530837598222445,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.31653718068216297
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.31653718068216297,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1224070558301472,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1598706055029334,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": -0.10530837598222445,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_123951/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 3,
"timestamp": "2026-01-25T12:40:02.193945",
"phase": "score",
"score": 0.5278054750219754,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3009958101525217
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3009958101525217
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3009958101525217,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.15201673184860168,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14520360341055105,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3009958101525217
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3009958101525217,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.15201673184860168,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14520360341055105,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_123951/screenshots/iter_003.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 4,
"timestamp": "2026-01-25T12:40:03.327572",
"phase": "score",
"score": 0.5278054750219754,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3446355275603981
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3446355275603981
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3446355275603981,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1692305706778244,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.12836103275950472,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.052780895267435124,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3446355275603981
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3446355275603981,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.1692305706778244,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.12836103275950472,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.052780895267435124,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_123951/screenshots/iter_004.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 5,
"timestamp": "2026-01-25T12:40:04.501984",
"phase": "score",
"score": 0.5278054750219754,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3381928682308445
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3381928682308445
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3381928682308445,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.12123940400444166,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13774056968689344,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3381928682308445
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3381928682308445,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.12123940400444166,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13774056968689344,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_123951/screenshots/iter_005.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 6,
"timestamp": "2026-01-25T12:40:05.699440",
"phase": "score",
"score": 0.5278054750219754,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2759258537023129
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2759258537023129
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2759258537023129,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.14495794774829132,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15135499439270678,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2759258537023129
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2759258537023129,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.14495794774829132,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15135499439270678,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_123951/screenshots/iter_006.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 13.93538498878479
}

View File

@ -0,0 +1,560 @@
[
{
"job_id": "ralph_20260125_125129",
"embedding": [
0.011033013463020325,
0.02407151460647583,
0.006561012007296085,
-0.003087097778916359,
0.027142899110913277,
-0.012813170440495014,
-0.024117279797792435,
0.060481421649456024,
0.02562776766717434,
0.005294137168675661,
0.007004923187196255,
-0.026602480560541153,
0.01357343327254057,
-0.012568802572786808,
-0.011946228332817554,
0.013404522091150284,
-0.04348340630531311,
0.04016238823533058,
0.0629575252532959,
-0.024269865825772285,
-0.020394016057252884,
0.015374377369880676,
-0.012536919675767422,
0.018771089613437653,
-0.0034927295055240393,
0.021294664591550827,
0.02586611546576023,
-0.00576536450535059,
-0.011526266112923622,
-0.002624025335535407,
-0.03631695732474327,
0.008637736551463604,
-0.016728419810533524,
-0.001204129890538752,
0.0020620485302060843,
0.015636177733540535,
-0.03616367280483246,
-0.03326640650629997,
0.041568659245967865,
0.07352706789970398,
-0.012118683196604252,
0.036656562238931656,
0.00695875845849514,
0.006459451746195555,
-0.013698892667889595,
-0.03867523744702339,
0.016784589737653732,
-0.025928569957613945,
-0.026799453422427177,
0.01721044071018696,
-0.03086906671524048,
0.003538627875968814,
0.024790961295366287,
-0.0367828868329525,
-0.06531190872192383,
0.011328784748911858,
-0.017816953361034393,
0.007912803441286087,
0.004321340937167406,
-0.0021979757584631443,
-0.0693802684545517,
-0.024160275235772133,
-0.014580671675503254,
-0.004425195511430502,
0.021166378632187843,
-0.01427479274570942,
-0.03500182181596756,
0.04257170110940933,
0.0150979645550251,
-0.007848630659282207,
-0.03202245384454727,
-0.00013413585838861763,
-0.02855859324336052,
-0.033923566341400146,
0.001171182724647224,
-0.020101049914956093,
-0.01706588640809059,
-0.03595607355237007,
-0.03824323043227196,
-0.050050728023052216,
0.026580458506941795,
-0.07695477455854416,
0.014264749363064766,
-0.049611471593379974,
0.014451798982918262,
-0.017438968643546104,
-0.052279744297266006,
-0.011879467405378819,
-0.004708734340965748,
-0.01929149590432644,
-0.012786890380084515,
-0.022559067234396935,
-0.7255264520645142,
-0.003773145144805312,
-0.025186076760292053,
0.03143053874373436,
-0.01479612197726965,
-0.00790273305028677,
0.020653648301959038,
-0.20655187964439392,
0.02019602432847023,
-0.022127198055386543,
-0.03546561673283577,
0.005335064604878426,
0.03793984651565552,
0.010304717347025871,
0.15212330222129822,
0.04467912018299103,
0.006895344704389572,
0.02728871814906597,
-0.005298043601214886,
0.026726175099611282,
0.010997398756444454,
-0.026416584849357605,
0.014705142937600613,
-0.03805175796151161,
0.002013496123254299,
-0.020629316568374634,
-0.03495272994041443,
0.024764759466052055,
-0.016921598464250565,
0.0521739237010479,
0.04988729581236839,
-0.03587350621819496,
-0.012227076105773449,
0.001718296087346971,
-0.006547107361257076,
0.0003077474539168179,
0.014870275743305683,
0.032444775104522705,
-0.0078496802598238,
0.030672483146190643,
-0.04766296595335007,
0.08202981948852539,
0.0036912192590534687,
0.01849995367228985,
-0.010522126220166683,
-0.03143720328807831,
-0.005124038551002741,
-0.01457199826836586,
-0.001373644103296101,
-0.013351392932236195,
0.005810714792460203,
-0.044810499995946884,
0.03773623704910278,
-0.019361145794391632,
-0.010900418274104595,
0.005048797931522131,
-0.013144677504897118,
0.02440568059682846,
0.0005624417099170387,
0.03322731703519821,
0.0067587909288704395,
0.018549537286162376,
-0.005534423515200615,
-0.04945196211338043,
-0.00544746033847332,
-0.018678344786167145,
-0.008879374712705612,
0.045786987990140915,
-0.04083212837576866,
-0.03577781468629837,
-0.005317612551152706,
-0.007369722239673138,
0.04673391208052635,
-0.0011870469897985458,
-0.04080585017800331,
0.035022493451833725,
-0.0019422988407313824,
0.01576942577958107,
0.006661331281065941,
-0.0017274543642997742,
-0.017496967688202858,
-0.00639590248465538,
-0.022667011246085167,
0.0023120162077248096,
-0.05905158817768097,
0.01353832334280014,
-0.07196170091629028,
-0.004018183797597885,
0.05758126080036163,
0.0037715586367994547,
0.0024437028914690018,
-0.0009760540560819209,
-0.0008287446689791977,
-0.006880627013742924,
0.004152862820774317,
0.0012355383951216936,
-0.03671019896864891,
-0.0003272434987593442,
-0.025681881234049797,
-0.017804881557822227,
-0.017691509798169136,
0.0030217019375413656,
0.028914986178278923,
0.0027106229681521654,
0.0341242291033268,
-0.025902599096298218,
0.011585569009184837,
0.017066052183508873,
0.009347427636384964,
-0.009145562537014484,
-0.03191205859184265,
-0.01574270986020565,
0.013053257949650288,
-0.011527090333402157,
0.021031297743320465,
-0.015470017679035664,
0.04492049664258957,
0.03910154476761818,
0.01688879169523716,
0.0649792030453682,
-0.012566087767481804,
-0.010123968124389648,
-0.012302832677960396,
-0.002920270198956132,
0.048532385379076004,
0.03237393870949745,
-0.025578482076525688,
0.005580848548561335,
0.05799677222967148,
-0.06548695266246796,
-0.026331709697842598,
-0.02177536115050316,
0.031674377620220184,
-0.007911761291325092,
-0.021054331213235855,
-0.004372670780867338,
0.0059773665852844715,
-0.01963111013174057,
-0.003141015535220504,
-0.006424815859645605,
-0.021573983132839203,
-0.001874543959274888,
-0.012365328148007393,
-0.07260911911725998,
0.008936922997236252,
0.020029429346323013,
0.022184226661920547,
-0.011576564982533455,
-0.0008785607060417533,
0.008969772607088089,
-0.008609012700617313,
0.014986681751906872,
0.03443817049264908,
-0.020180391147732735,
0.01635902188718319,
0.006369738839566708,
0.034158721566200256,
0.0028258662205189466,
-0.02733464725315571,
-0.007031259126961231,
0.0034369262866675854,
-0.016264183446764946,
-0.014922582544386387,
0.009932270273566246,
-0.004726755898445845,
-0.0030895275995135307,
0.17224325239658356,
0.003123211208730936,
0.007983595132827759,
-0.01607154682278633,
-0.022401925176382065,
0.003171413904055953,
-0.0004086351837031543,
-0.03217024356126785,
-0.01693456992506981,
-0.0013553686439990997,
0.01563910022377968,
0.016303932294249535,
0.014433301985263824,
-0.03249578922986984,
0.02127619832754135,
-0.0003961279580835253,
-0.015129582025110722,
0.012230693362653255,
-0.03920574113726616,
0.014815373346209526,
-0.01655041240155697,
0.0425766222178936,
0.038076043128967285,
0.00584766548126936,
0.03487449511885643,
0.010582023300230503,
0.026183120906352997,
0.0004393898998387158,
-0.038502682000398636,
-0.0013139197835698724,
0.023241065442562103,
-0.007814970798790455,
0.004380712751299143,
0.007282512728124857,
0.0023572463542222977,
0.013306722044944763,
-0.04547450318932533,
-0.032695990055799484,
-0.03792404383420944,
0.018881017342209816,
-0.0032293798867613077,
0.005340001080185175,
-0.01775827445089817,
-0.006403880659490824,
-0.015251952223479748,
-0.003862957237288356,
0.006331850774586201,
0.0013053269358351827,
0.01757938042283058,
-0.0012305653654038906,
0.009442568756639957,
-0.007596667855978012,
0.016325989738106728,
0.02682822197675705,
0.08194337785243988,
-0.008669288828969002,
0.011471896432340145,
-0.0038343232590705156,
0.03033541887998581,
0.033727653324604034,
-0.0006570488912984729,
-0.03259145841002464,
0.016208216547966003,
0.16212792694568634,
0.009026829153299332,
-0.018522189930081367,
-0.013432078994810581,
-0.017451969906687737,
0.003993631340563297,
0.02279885858297348,
-0.010215300135314465,
0.04656120389699936,
0.010669304989278316,
-0.008265606127679348,
0.009125576354563236,
0.0030642568599432707,
0.002242838032543659,
0.0010868587996810675,
0.014942661859095097,
0.0199580080807209,
-0.0026804651133716106,
0.03377068415284157,
-0.03140043839812279,
-0.016308223828673363,
-0.009138884022831917,
-0.007478778250515461,
0.017239434644579887,
0.005742814391851425,
0.0238045584410429,
0.0017588940681889653,
0.020215878263115883,
0.018479272723197937,
-0.03956301510334015,
0.026269497349858284,
-0.022625790908932686,
-0.011964238248765469,
0.026754681020975113,
0.024593545123934746,
0.012400387786328793,
-0.06020062789320946,
0.012202188372612,
0.015542511828243732,
-0.02393968589603901,
0.007917214184999466,
0.017882538959383965,
0.020906690508127213,
-0.08676893264055252,
-0.0028227639850229025,
-0.0009894646937027574,
-0.022554680705070496,
0.0048915063962340355,
0.004297539126127958,
-0.005519942380487919,
0.039585307240486145,
-0.02355297841131687,
-0.008369829505681992,
-0.023901991546154022,
-0.031804896891117096,
0.009799464605748653,
0.0021283687092363834,
-0.012610641308128834,
0.013663000427186489,
0.013704502023756504,
-0.006170955020934343,
0.02350376546382904,
-0.02419092133641243,
0.02416696771979332,
-0.00690030911937356,
-0.004440435208380222,
-0.03233706206083298,
-0.019649993628263474,
0.13813716173171997,
0.007742526941001415,
0.005335225723683834,
0.01000853069126606,
0.01803594082593918,
-0.016156693920493126,
-0.03466146066784859,
0.008584077470004559,
-0.022046223282814026,
-0.07760783284902573,
-0.005145653150975704,
-0.0033154708798974752,
0.008200641721487045,
0.025160927325487137,
-0.0034575278405100107,
0.01715499348938465,
-0.014416960068047047,
-0.028674941509962082,
-0.011359036900103092,
0.025739504024386406,
-0.0005431578611023724,
0.0605989471077919,
0.011869925074279308,
0.02504708431661129,
0.01119738444685936,
0.01721840538084507,
0.0010639734100550413,
-0.011650726199150085,
0.00432189367711544,
0.007163820788264275,
0.014686720445752144,
-0.009520354680716991,
-0.03298886865377426,
-0.00927595142275095,
-0.06519266963005066,
-0.00313463993370533,
0.0346548929810524,
0.015513867139816284,
0.021997500211000443,
-0.07316213101148605,
0.02831071801483631,
-0.04171261191368103,
-0.02061842568218708,
-0.07451537251472473,
-0.015614321455359459,
0.03807718679308891,
-0.0037585338577628136,
-0.005946447141468525,
-0.02931852824985981,
-0.004417705349624157,
0.007574163377285004,
0.018977545201778412,
-0.0009075104026123881,
-0.05311508849263191,
0.00791739858686924,
0.004108986351639032,
-0.026413749903440475,
0.035210318863391876,
-0.03696047514677048,
0.004079096484929323,
-0.030104152858257294,
0.011587480083107948,
0.012105699628591537,
0.016389233991503716,
-0.0031353961676359177,
0.014879345893859863,
0.004195864778012037,
-0.014981917105615139,
-0.025385994464159012,
0.03380224108695984,
-0.05736449360847473,
-0.02016938105225563,
-0.01040850579738617,
-0.03711499646306038,
-0.04672835022211075,
0.030788958072662354,
0.043405041098594666,
0.01939028687775135,
0.0106729194521904,
-0.015622205100953579,
0.026204686611890793,
0.013967543840408325,
0.011936714872717857,
0.012729236856102943,
0.011430435813963413,
-0.02747960202395916,
-0.01010025106370449,
-0.024258948862552643,
-0.009059897623956203,
-0.02031920664012432,
0.011762060225009918,
-0.004567691124975681,
-0.042940638959407806,
-0.04328593239188194,
0.013727971352636814,
-0.011640211567282677,
0.011590198613703251,
0.0016824925551190972,
0.026270277798175812,
-0.004882890731096268,
-0.015471581369638443,
0.00847864244133234,
-0.02377062663435936,
0.03972965106368065,
-0.021349746733903885,
-0.007695433218032122,
-0.019446242600679398,
0.02034059725701809,
0.026039689779281616,
-0.03859058767557144,
0.016071585938334465,
0.040062714368104935,
-0.0016684849979355931,
-0.0007401394541375339,
-0.02590596303343773,
0.01571793109178543,
-0.0014715937431901693,
-0.0007816586294211447,
0.009440716356039047,
0.02721029706299305,
0.02282017096877098,
0.014350461773574352,
-0.003990127705037594
],
"scene_type": "sunset or sunrise scene",
"style": "photorealistic rendering",
"final_score": 0.7136349763980376,
"iterations_count": 3,
"final_parameters": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.13756915675896644
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13756915675896644,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.12150280184014844,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.07688101783635766,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"successful_adjustments": [],
"failed_adjustments": []
}
]

View File

@ -0,0 +1,267 @@
{
"job_id": "ralph_20260125_125129",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/sea/4a8520b2-895c-40fa-a7db-7d87a1bbe33b.jpg",
"target_domain": "SEA",
"max_iterations": 3,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "max_iterations",
"phase": "plan",
"current_iteration": 3,
"current_score": 0.7136349763980376,
"best_score": 0.7136349763980376,
"best_iteration": 1,
"stagnation_count": 1,
"current_params": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.14059472272894027
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14059472272894027,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.07390202303077181,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.0664526800923459,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.13756915675896644
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13756915675896644,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.12150280184014844,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.07688101783635766,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"started_at": "2026-01-25T12:51:29.473945",
"updated_at": "2026-01-25T12:51:32.967626",
"completed_at": "2026-01-25T12:51:32.967585",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T12:51:31.651138",
"phase": "score",
"score": 0.7136349763980376,
"improvement": 0.7136349763980376,
"adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.13756915675896644
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.13756915675896644
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13756915675896644,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.12150280184014844,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.07688101783635766,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.13756915675896644
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13756915675896644,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.12150280184014844,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.07688101783635766,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_125124/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T12:51:32.961116",
"phase": "score",
"score": 0.7136349763980376,
"improvement": 0.0,
"adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.14059472272894027
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.14059472272894027
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14059472272894027,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.07390202303077181,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.0664526800923459,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust structure",
"params": {
"exposure": 0.14059472272894027
}
},
"all_adjustments": [
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14059472272894027,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.07390202303077181,
"source": "computed"
},
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.0664526800923459,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_125124/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 8.480647802352905
}

View File

@ -0,0 +1,831 @@
{
"job_id": "ralph_20260125_163956",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/sea/4a8520b2-895c-40fa-a7db-7d87a1bbe33b.jpg",
"target_domain": "SEA",
"max_iterations": 50,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "stagnated",
"phase": "plan",
"current_iteration": 9,
"current_score": 0.48807483310226535,
"best_score": 0.48820007813408806,
"best_iteration": 3,
"stagnation_count": 5,
"current_params": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3212914993221344
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3212914993221344,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2734219022414983,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1507024623977996,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": -0.1468224629816062,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.30025234793697453
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.30025234793697453,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3044195441673008,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15194935912598748,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"started_at": "2026-01-25T16:39:56.955901",
"updated_at": "2026-01-25T16:40:23.745289",
"completed_at": "2026-01-25T16:40:23.745252",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T16:40:08.396478",
"phase": "score",
"score": 0.48698427392790594,
"improvement": 0.48698427392790594,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.35332828049873566
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.35332828049873566
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.35332828049873566,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.23188991580612092,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1508241864089488,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.35332828049873566
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.35332828049873566,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.23188991580612092,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1508241864089488,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T16:40:10.568623",
"phase": "score",
"score": 0.48662644095950824,
"improvement": -0.00035783296839769774,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.28194524869998444
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.28194524869998444
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.28194524869998444,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2572006967011207,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1466143547207355,
"source": "computed"
},
{
"dimension": "composition",
"parameter": "exposure",
"delta": 0.006613934080926753,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.28194524869998444
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.28194524869998444,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2572006967011207,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1466143547207355,
"source": "computed"
},
{
"dimension": "composition",
"parameter": "exposure",
"delta": 0.006613934080926753,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 3,
"timestamp": "2026-01-25T16:40:12.672470",
"phase": "score",
"score": 0.48820007813408806,
"improvement": 0.0015736371745798117,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.30025234793697453
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.30025234793697453
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.30025234793697453,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3044195441673008,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15194935912598748,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.30025234793697453
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.30025234793697453,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3044195441673008,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.15194935912598748,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_003.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 4,
"timestamp": "2026-01-25T16:40:15.139544",
"phase": "score",
"score": 0.48747340373525844,
"improvement": -0.0007266743988296187,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3194632003624411
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3194632003624411
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3194632003624411,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2974422424873699,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13875170345899393,
"source": "computed"
},
{
"dimension": "atmosphere",
"parameter": "fog_density",
"delta": -0.14446584424263145,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3194632003624411
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3194632003624411,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2974422424873699,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.13875170345899393,
"source": "computed"
},
{
"dimension": "atmosphere",
"parameter": "fog_density",
"delta": -0.14446584424263145,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_004.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 5,
"timestamp": "2026-01-25T16:40:17.329832",
"phase": "score",
"score": 0.48735470164801065,
"improvement": -0.00011870208724779063,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.28548601711018895
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.28548601711018895
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.28548601711018895,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.33629304264117815,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14349041397942242,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.28548601711018895
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.28548601711018895,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.33629304264117815,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.14349041397942242,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_005.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 6,
"timestamp": "2026-01-25T16:40:19.490248",
"phase": "score",
"score": 0.48641678610388733,
"improvement": -0.0009379155441233133,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.29866254108204887
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.29866254108204887
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.29866254108204887,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.29916373713878525,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.16633626832609769,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.29866254108204887
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.29866254108204887,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.29916373713878525,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.16633626832609769,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_006.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 7,
"timestamp": "2026-01-25T16:40:21.641674",
"phase": "score",
"score": 0.4862763564887202,
"improvement": -0.00014042961516713692,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3234318448329075
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3234318448329075
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3234318448329075,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2630347957994541,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18606127421544563,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3234318448329075
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3234318448329075,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2630347957994541,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18606127421544563,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_007.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 8,
"timestamp": "2026-01-25T16:40:23.738962",
"phase": "score",
"score": 0.48807483310226535,
"improvement": 0.0017984766135451524,
"adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3212914993221344
}
},
"params_before": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3212914993221344
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3212914993221344,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2734219022414983,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1507024623977996,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": -0.1468224629816062,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "post_process",
"description": "Adjust semantic",
"params": {
"saturation": 0.3212914993221344
}
},
"all_adjustments": [
{
"dimension": "semantic",
"parameter": "saturation",
"delta": 0.3212914993221344,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2734219022414983,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1507024623977996,
"source": "computed"
},
{
"dimension": "color",
"parameter": "color_temperature",
"delta": -0.1468224629816062,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_post_process",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_4a8520b2-895c-40fa-a7db-7d87a1bbe33b_20260125_163956/screenshots/iter_008.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 26.85994601249695
}

View File

@ -0,0 +1,566 @@
[
{
"job_id": "ralph_20260125_124006",
"embedding": [
0.05095026642084122,
0.009456206113100052,
-0.015358978882431984,
-0.02214374579489231,
0.007447897456586361,
-0.030166668817400932,
-0.03101697750389576,
0.05855191498994827,
0.0745042935013771,
0.011863094754517078,
0.009709387086331844,
-0.01293708011507988,
0.012388789094984531,
-0.019297031685709953,
-0.004716446623206139,
0.006804993841797113,
0.036703962832689285,
0.04935813322663307,
0.05000408738851547,
-0.014084364287555218,
-0.07286958396434784,
0.021062752231955528,
-0.01142174657434225,
-0.030180804431438446,
-0.009267077781260014,
0.03813418373465538,
0.022339103743433952,
0.01009415928274393,
-0.004772237502038479,
0.04550798237323761,
0.006349530071020126,
-0.0030323604587465525,
0.013493131846189499,
0.018977485597133636,
-0.038881536573171616,
0.0012542493641376495,
-0.008522163145244122,
0.014723539352416992,
0.02030373550951481,
0.04763494059443474,
0.02472357265651226,
0.046587470918893814,
-0.0007186148432083428,
0.006271945778280497,
0.026716066524386406,
0.008318723179399967,
-0.01092183031141758,
-0.013328595086932182,
-0.012632367201149464,
-0.004236971959471703,
-0.01832829974591732,
0.009344394318759441,
0.015326191671192646,
-0.025875916704535484,
-0.016536708921194077,
-0.005195033270865679,
-0.02541344054043293,
-0.0003768770839087665,
0.01510121300816536,
0.000863532186485827,
-0.0026971350889652967,
0.009180107153952122,
-0.030794309452176094,
-0.04062503203749657,
0.029158171266317368,
-0.012449268251657486,
-0.04770488291978836,
0.0696270689368248,
-0.009077565744519234,
0.005616053938865662,
-0.045951224863529205,
0.009713781997561455,
-0.007518726866692305,
-0.013914423994719982,
-0.0016665031434968114,
-0.003493000054731965,
-0.01359000988304615,
-0.024347295984625816,
0.011157441884279251,
-0.06152411550283432,
-0.0050731259398162365,
-0.03137935698032379,
0.033259838819503784,
-0.06530135869979858,
0.015522685833275318,
-0.022967210039496422,
-0.07330815494060516,
-0.014253665693104267,
-0.05059118941426277,
-0.020403733476996422,
0.02019338682293892,
-0.053787365555763245,
-0.7261980772018433,
-0.010927374474704266,
-0.0006474595866166055,
0.006636871490627527,
-0.008767256513237953,
0.009643827565014362,
0.0007203129353001714,
-0.183691143989563,
-0.006439808756113052,
-0.031044963747262955,
0.0054483721032738686,
0.023454513400793076,
0.03891478851437569,
0.018433567136526108,
0.14205671846866608,
0.05410412698984146,
0.02454698272049427,
0.0010380485327914357,
-0.006539156194776297,
0.04910443723201752,
0.013993489556014538,
-0.0009614317677915096,
-0.010569766163825989,
-0.026705598458647728,
-0.020067080855369568,
0.0017897821962833405,
0.0015042063314467669,
0.02587306872010231,
-0.017396610230207443,
0.04339517652988434,
0.036697786301374435,
-0.02266734279692173,
0.022145427763462067,
0.0228474922478199,
0.005106652621179819,
-0.025852020829916,
0.012174919247627258,
0.02195497415959835,
-0.008280456066131592,
0.01338233519345522,
-0.03240750730037689,
0.08730066567659378,
0.021204959601163864,
0.018953774124383926,
0.012363824062049389,
-0.010959742590785027,
0.01841908134520054,
-0.023242836818099022,
-0.010121417231857777,
-0.005309924017637968,
-0.014712408185005188,
-0.03072463721036911,
0.0077149150893092155,
0.001772022689692676,
0.0016738027334213257,
-0.009139923378825188,
-0.01879402995109558,
0.010188418440520763,
0.018258271738886833,
0.016726911067962646,
0.03266841173171997,
0.01007841806858778,
-0.004573730751872063,
-0.03318651765584946,
-0.019834814593195915,
0.005188786890357733,
-0.025105735287070274,
-0.009742536582052708,
-0.0067009818740189075,
-0.0008985672611743212,
-0.02066834643483162,
0.026421284303069115,
0.034074410796165466,
0.038274217396974564,
-0.03358064964413643,
0.01522471196949482,
-0.013830773532390594,
0.025059739127755165,
-0.036072246730327606,
-0.018502790480852127,
-0.00022259708202909678,
-0.029159720987081528,
0.008713402785360813,
0.05688626691699028,
-0.019059745594859123,
0.007354275789111853,
-0.021556509658694267,
0.007698968518525362,
0.051889337599277496,
0.0028437443543225527,
-0.0041976552456617355,
0.009142432361841202,
0.04918511584401131,
0.020934483036398888,
-0.015656061470508575,
0.0060209003277122974,
0.013237247243523598,
-0.025162052363157272,
-0.003515729447826743,
-0.02072432078421116,
-0.01974497362971306,
-0.04603780433535576,
0.06543990969657898,
0.02196754887700081,
0.027784358710050583,
0.011535161174833775,
0.03170202672481537,
0.008914667181670666,
0.006308974232524633,
-0.03869502246379852,
0.006741448305547237,
0.006398789118975401,
-0.015065965242683887,
-0.006352003663778305,
0.0005438245716504753,
0.0199375469237566,
0.010096034035086632,
0.01496498566120863,
0.0013066282263025641,
0.04356534779071808,
-0.0025477136950939894,
0.01986658200621605,
-0.048074521124362946,
0.039122577756643295,
0.01187534723430872,
0.020673353224992752,
0.05969258397817612,
0.01370700541883707,
0.03911678120493889,
-0.02530127577483654,
-0.005562313366681337,
0.01720091700553894,
0.006965416483581066,
0.010576209053397179,
-0.0009742082329466939,
-0.028300300240516663,
0.014478009194135666,
-0.05058380961418152,
0.012064131908118725,
-0.020908137783408165,
0.016476305201649666,
0.027828142046928406,
-0.0023112355265766382,
-0.05782249942421913,
-0.007485472597181797,
0.0012904321774840355,
0.0017996156821027398,
-0.01521215494722128,
-0.00334646413102746,
0.012609908357262611,
-0.038541294634342194,
0.02679516188800335,
0.03514527902007103,
-0.014311016537249088,
-0.004053728189319372,
0.040107324719429016,
0.0057924287393689156,
-0.00011641243327176198,
-0.028566787019371986,
0.01988404430449009,
-0.009234841912984848,
-0.03835233300924301,
-0.009993104264140129,
0.02624727226793766,
-0.00020004401449114084,
0.02087978646159172,
0.169023334980011,
-0.02033619023859501,
0.016249265521764755,
-0.01871154084801674,
0.012326373718678951,
0.05736198276281357,
0.018275829032063484,
-0.026319893077015877,
-0.005072177387773991,
0.01294965110719204,
-0.00043365443707443774,
0.011358807794749737,
-0.003909410443156958,
-0.022857459262013435,
0.0225543100386858,
-0.005658681038767099,
-0.0011913925409317017,
0.03419972211122513,
0.01179037056863308,
0.0036225251387804747,
-0.0025918586179614067,
0.04591606929898262,
0.03224623575806618,
0.028530580922961235,
0.0010737376287579536,
0.023500630632042885,
-0.005363076459616423,
-0.012733731418848038,
-0.07313145697116852,
-0.005976834334433079,
0.017704937607049942,
0.0058041829615831375,
0.028045766055583954,
0.03001837432384491,
0.009253974072635174,
0.024749256670475006,
-0.06429802626371384,
-0.011098833754658699,
0.005417908541858196,
-0.0016915590967983007,
-0.004939319100230932,
-0.007089882157742977,
-0.004844099748879671,
0.008216951042413712,
-0.003907551057636738,
0.025041881948709488,
-0.004912972450256348,
0.029425857588648796,
-0.014572493731975555,
-0.029738225042819977,
0.015149775892496109,
0.04589879885315895,
-0.03794277459383011,
0.01063883863389492,
0.08721012622117996,
0.015615750104188919,
-0.02459368295967579,
-0.021982494741678238,
0.040362752974033356,
0.0189558956772089,
0.005759394261986017,
-0.036330413073301315,
0.03248830884695053,
0.13315805792808533,
0.003135835286229849,
-0.003607270075008273,
0.006367180030792952,
-0.0025429297238588333,
0.013473423197865486,
0.012685076333582401,
0.014411010779440403,
0.05081598088145256,
0.02144310437142849,
-0.002612287411466241,
0.0055254618637263775,
-0.012437181547284126,
-0.03234971687197685,
-0.013349784538149834,
0.033497296273708344,
0.03312096744775772,
-0.013996997848153114,
-0.005235972814261913,
-0.007949707098305225,
-0.00631993031129241,
-0.019690291956067085,
0.018816370517015457,
-0.017546521499753,
-0.024144748225808144,
0.012179221957921982,
0.0018927539931610227,
0.01061256043612957,
0.010746010579168797,
0.015532047487795353,
0.02042209357023239,
-0.0053124139085412025,
-0.015543815679848194,
0.020614316686987877,
0.012903181836009026,
-0.013108531944453716,
-0.07012896239757538,
0.008735259994864464,
-0.021777961403131485,
-0.042266689240932465,
0.023554043844342232,
0.0018383617280051112,
0.007744531147181988,
-0.15888315439224243,
-0.017763808369636536,
-0.002662722021341324,
-0.044642217457294464,
-0.0010847452795132995,
-0.00205268245190382,
-0.004900854546576738,
0.01821080967783928,
-0.006722102407366037,
-0.023560909554362297,
-0.010266141034662724,
-0.031010838225483894,
-0.01742749847471714,
-0.008708075620234013,
0.06416008621454239,
0.03566443920135498,
0.029109328985214233,
0.015438757836818695,
-0.003239717334508896,
-0.014603951014578342,
0.021752553060650826,
-0.013746317476034164,
-0.0329076386988163,
-0.006233287043869495,
0.0026434599421918392,
0.06253074109554291,
-0.024416029453277588,
-0.03938314691185951,
0.0007656377274543047,
0.030534198507666588,
-0.010512151755392551,
-0.0376785583794117,
0.005924803204834461,
-0.05438755452632904,
-0.06727380305528641,
-0.028281759470701218,
0.02065408043563366,
0.014161444269120693,
0.011185363866388798,
-0.01720145344734192,
0.0067000435665249825,
-0.01350061222910881,
-0.020272811874747276,
0.0003634995664469898,
0.0575268492102623,
-0.012884553521871567,
0.03637639060616493,
0.0012932848185300827,
0.03982635959982872,
-0.044610705226659775,
0.013650855049490929,
0.03628021851181984,
0.03307576850056648,
0.0075621455907821655,
0.020256467163562775,
0.01745893619954586,
-0.0023918033111840487,
-0.045937858521938324,
0.014586723409593105,
-0.033482350409030914,
0.014789105392992496,
0.0018055050168186426,
-0.002794835017994046,
0.0402996689081192,
-0.09789076447486877,
-0.030388139188289642,
-0.01876303367316723,
0.006974310148507357,
-0.031085053458809853,
0.0094072874635458,
0.004159864969551563,
-0.016773931682109833,
-0.044522300362586975,
0.0014778348850086331,
0.004067198373377323,
0.011560920625925064,
-0.0008031697361730039,
-0.008257733657956123,
-0.03833053633570671,
0.01530109066516161,
-0.006731938570737839,
0.018039805814623833,
0.02272070199251175,
0.010354895144701004,
-0.02366645075380802,
-0.014788609929382801,
-0.013201131485402584,
0.019656570628285408,
0.0125286765396595,
0.01852506585419178,
-0.017122216522693634,
0.024914812296628952,
0.042370688170194626,
-0.03120182827115059,
-0.006409854162484407,
-0.044496387243270874,
-0.03889591246843338,
-0.02180022932589054,
-0.02152874879539013,
0.017274539917707443,
0.00868825614452362,
0.02870149537920952,
0.028006261214613914,
-0.0015299483202397823,
-0.029097575694322586,
-0.00623657088726759,
0.06459842622280121,
0.005454570986330509,
0.013435238040983677,
0.01167867612093687,
0.004260032903403044,
-0.023339128121733665,
-0.02396831288933754,
0.01380712166428566,
0.0017531180055812001,
0.011244374327361584,
-0.015690656378865242,
-0.04870496317744255,
-0.02641019970178604,
0.004345404449850321,
-0.008616319857537746,
0.024270199239253998,
-0.012328817509114742,
0.011073498986661434,
0.00590222142636776,
-0.005711199715733528,
0.015565087087452412,
0.014323943294584751,
0.007246789522469044,
-0.03556094318628311,
-0.03262600675225258,
0.005626923404633999,
-0.010431794449687004,
0.00513579323887825,
0.0102218147367239,
-0.024920718744397163,
0.039498720318078995,
0.01969144493341446,
-0.012406242080032825,
-0.04007045924663544,
-0.045314863324165344,
0.006182461977005005,
-0.03282451629638672,
0.02648509480059147,
0.011910995468497276,
0.04471889138221741,
0.005435950122773647,
0.012027323246002197
],
"scene_type": "sunset or sunrise scene",
"style": "bright cheerful atmosphere",
"final_score": 0.5162774249678077,
"iterations_count": 7,
"final_parameters": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.361228247139147
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.361228247139147,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.20240358916908197,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18564844042061762,
"source": "computed"
},
{
"dimension": "atmosphere",
"parameter": "fog_density",
"delta": -0.24732925491093302,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"successful_adjustments": [],
"failed_adjustments": []
}
]

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,663 @@
{
"job_id": "ralph_20260125_124006",
"reference_image": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/references/sea/download-1.jpg",
"target_domain": "SEA",
"max_iterations": 10,
"convergence_threshold": 0.85,
"stagnation_limit": 5,
"status": "stagnated",
"phase": "plan",
"current_iteration": 7,
"current_score": 0.5162774249678077,
"best_score": 0.5162774249678077,
"best_iteration": 1,
"stagnation_count": 5,
"current_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2649616830713679
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2649616830713679,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16908569510929541,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1270576237377533,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": -0.2104471106982772,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"best_params": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.361228247139147
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.361228247139147,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.20240358916908197,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18564844042061762,
"source": "computed"
},
{
"dimension": "atmosphere",
"parameter": "fog_density",
"delta": -0.24732925491093302,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"started_at": "2026-01-25T12:40:06.943285",
"updated_at": "2026-01-25T12:40:14.449681",
"completed_at": "2026-01-25T12:40:14.449632",
"iterations": [
{
"iteration": 1,
"timestamp": "2026-01-25T12:40:08.664746",
"phase": "score",
"score": 0.5162774249678077,
"improvement": 0.5162774249678077,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.361228247139147
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.361228247139147
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.361228247139147,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.20240358916908197,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18564844042061762,
"source": "computed"
},
{
"dimension": "atmosphere",
"parameter": "fog_density",
"delta": -0.24732925491093302,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.361228247139147
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.361228247139147,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.20240358916908197,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18564844042061762,
"source": "computed"
},
{
"dimension": "atmosphere",
"parameter": "fog_density",
"delta": -0.24732925491093302,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_download-1_20260125_124006/screenshots/iter_001.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 2,
"timestamp": "2026-01-25T12:40:09.720512",
"phase": "score",
"score": 0.5162774249678077,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2976019629273405
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2976019629273405
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2976019629273405,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.17388597708703105,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.17356231978714637,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2976019629273405
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2976019629273405,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.17388597708703105,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.17356231978714637,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_download-1_20260125_124006/screenshots/iter_002.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 3,
"timestamp": "2026-01-25T12:40:10.820339",
"phase": "score",
"score": 0.5162774249678077,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.29780888991332827
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.29780888991332827
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.29780888991332827,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16106037469273532,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18022820907769269,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.01761475413791247,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.29780888991332827
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.29780888991332827,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16106037469273532,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.18022820907769269,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.01761475413791247,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_download-1_20260125_124006/screenshots/iter_003.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 4,
"timestamp": "2026-01-25T12:40:11.974385",
"phase": "score",
"score": 0.5162774249678077,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3194275275727367
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3194275275727367
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3194275275727367,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.19699949271584002,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.19985471004281966,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3194275275727367
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3194275275727367,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.19699949271584002,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.19985471004281966,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_download-1_20260125_124006/screenshots/iter_004.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 5,
"timestamp": "2026-01-25T12:40:13.227233",
"phase": "score",
"score": 0.5162774249678077,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3141403358855106
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3141403358855106
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3141403358855106,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.2122470529816005,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.10729720574917685,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.3141403358855106
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.3141403358855106,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.2122470529816005,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.10729720574917685,
"source": "computed"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_download-1_20260125_124006/screenshots/iter_005.png",
"duration_ms": 0,
"error": null
},
{
"iteration": 6,
"timestamp": "2026-01-25T12:40:14.443316",
"phase": "score",
"score": 0.5162774249678077,
"improvement": 0.0,
"adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2649616830713679
}
},
"params_before": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2649616830713679
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2649616830713679,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16908569510929541,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1270576237377533,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": -0.2104471106982772,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"params_after": {
"planned_adjustment": {
"type": "directional_light",
"description": "Adjust color",
"params": {
"color_temperature": 0.2649616830713679
}
},
"all_adjustments": [
{
"dimension": "color",
"parameter": "color_temperature",
"delta": 0.2649616830713679,
"source": "computed"
},
{
"dimension": "brightness",
"parameter": "sun_intensity",
"delta": 0.16908569510929541,
"source": "computed"
},
{
"dimension": "structure",
"parameter": "exposure",
"delta": 0.1270576237377533,
"source": "computed"
},
{
"dimension": "lighting",
"parameter": "sun_intensity",
"delta": -0.2104471106982772,
"source": "exploration"
}
],
"commands_sent": [
{
"type": "set_directional_light",
"success": true
}
]
},
"screenshot_path": "/Users/jamestagg/Documents/GitHub/ralpha/benchmark/outputs/sea_download-1_20260125_124006/screenshots/iter_006.png",
"duration_ms": 0,
"error": null
}
],
"errors": [],
"max_time_seconds": 3600,
"elapsed_seconds": 7.731711149215698
}

Binary file not shown.

Some files were not shown because too many files have changed in this diff Show More