Corning/ai4sci-surface-code-decoding
Sycamore surface-code decoding: materialized benchmark Predict a logical observable flip from repeated stabilizer detection events in a noisy quantum memory. The benchmark trains decoders that improve the reliability of encoded quantum information. It uses real Sycamore hard-readout experiments at code distances 3 and 5, not simulated soft-readout d11 data. Source: Google Quantum AI Sycamore memory experiments, Zenodo 6804040, CC-BY-4.0. Scientific model reference: Bausch et… See the full description on the dataset page: https://huggingface.co/datasets/Corning/ai4sci-surface-code-decoding.
087
1{2 "schema": "surface-code-science-example/v1",3 "split": "validation",4 "source_url": "https://zenodo.org/records/6804040",5 "source_license": "CC-BY-4.0",6 "source_attribution": "Google Quantum AI, Sycamore surface-code memory experiments",7 "condition": "surface_code_bZ_d3_r09_center_3_5",8 "source_shot_index_zero_based": 39760,9 "selection": "First validation shot for the fixed d3/Z/r9/center_3_5 condition; no prediction-based selection",10 "source_sha256": {11 "circuit_ideal.stim": "81a26915aa77d74c16190927fb88d5c6524f35062af1cfafd3f265cb3f63b850",12 "detection_events.b8": "023e37f8f3df5bb63974e88469403218872cf214a0889e5fe39ef922bec17207",13 "obs_flips_actual.01": "10d0a8137815cc001d44cd061fb7ef54781c191f34776e71eef5602e54d0de81"14 },15 "distance": 3,16 "basis": "Z",17 "rounds": 9,18 "data_qubits": [19 [20 1.0,21 5.022 ],23 [24 2.0,25 4.026 ],27 [28 2.0,29 6.030 ],31 [32 3.0,33 3.034 ],35 [36 3.0,37 5.038 ],39 [40 3.0,41 7.042 ],43 [44 4.0,45 4.046 ],47 [48 4.0,49 6.050 ],51 [52 5.0,53 5.054 ]55 ],56 "check_qubits": [57 [58 1.0,59 4.060 ],61 [62 2.0,63 5.064 ],65 [66 2.0,67 7.068 ],69 [70 3.0,71 4.072 ],73 [74 3.0,75 6.076 ],77 [78 4.0,79 3.080 ],81 [82 4.0,83 5.084 ],85 [86 5.0,87 6.088 ]89 ],90 "detectors": [91 {92 "id": 0,93 "coords": [94 2.0,95 5.0,96 0.097 ],98 "event": 199 },100 {101 "id": 1,102 "coords": [103 4.0,104 3.0,105 0.0106 ],107 "event": 0108 },109 {110 "id": 2,111 "coords": [112 2.0,113 7.0,114 0.0115 ],116 "event": 0117 },118 {119 "id": 3,120 "coords": [121 4.0,122 5.0,123 0.0124 ],125 "event": 0126 },127 {128 "id": 4,129 "coords": [130 1.0,131 4.0,132 1.0133 ],134 "event": 0135 },136 {137 "id": 5,138 "coords": [139 2.0,140 5.0,141 1.0142 ],143 "event": 1144 },145 {146 "id": 6,147 "coords": [148 2.0,149 7.0,150 1.0151 ],152 "event": 0153 },154 {155 "id": 7,156 "coords": [157 3.0,158 4.0,159 1.0160 ],161 "event": 1162 },163 {164 "id": 8,165 "coords": [166 3.0,167 6.0,168 1.0169 ],170 "event": 0171 },172 {173 "id": 9,174 "coords": [175 4.0,176 3.0,177 1.0178 ],179 "event": 0180 },181 {182 "id": 10,183 "coords": [184 4.0,185 5.0,186 1.0187 ],188 "event": 0189 },190 {191 "id": 11,192 "coords": [193 5.0,194 6.0,195 1.0196 ],197 "event": 0198 },199 {200 "id": 12,201 "coords": [202 1.0,203 4.0,204 2.0205 ],206 "event": 0207 },208 {209 "id": 13,210 "coords": [211 2.0,212 5.0,213 2.0214 ],215 "event": 0216 },217 {218 "id": 14,219 "coords": [220 2.0,221 7.0,222 2.0223 ],224 "event": 0225 },226 {227 "id": 15,228 "coords": [229 3.0,230 4.0,231 2.0232 ],233 "event": 0234 },235 {236 "id": 16,237 "coords": [238 3.0,239 6.0,240 2.0241 ],242 "event": 0243 },244 {245 "id": 17,246 "coords": [247 4.0,248 3.0,249 2.0250 ],251 "event": 0252 },253 {254 "id": 18,255 "coords": [256 4.0,257 5.0,258 2.0259 ],260 "event": 0261 },262 {263 "id": 19,264 "coords": [265 5.0,266 6.0,267 2.0268 ],269 "event": 0270 },271 {272 "id": 20,273 "coords": [274 1.0,275 4.0,276 3.0277 ],278 "event": 0279 },280 {281 "id": 21,282 "coords": [283 2.0,284 5.0,285 3.0286 ],287 "event": 0288 },289 {290 "id": 22,291 "coords": [292 2.0,293 7.0,294 3.0295 ],296 "event": 0297 },298 {299 "id": 23,300 "coords": [301 3.0,302 4.0,303 3.0304 ],305 "event": 0306 },307 {308 "id": 24,309 "coords": [310 3.0,311 6.0,312 3.0313 ],314 "event": 1315 },316 {317 "id": 25,318 "coords": [319 4.0,320 3.0,321 3.0322 ],323 "event": 0324 },325 {326 "id": 26,327 "coords": [328 4.0,329 5.0,330 3.0331 ],332 "event": 0333 },334 {335 "id": 27,336 "coords": [337 5.0,338 6.0,339 3.0340 ],341 "event": 0342 },343 {344 "id": 28,345 "coords": [346 1.0,347 4.0,348 4.0349 ],350 "event": 0351 },352 {353 "id": 29,354 "coords": [355 2.0,356 5.0,357 4.0358 ],359 "event": 0360 },361 {362 "id": 30,363 "coords": [364 2.0,365 7.0,366 4.0367 ],368 "event": 0369 },370 {371 "id": 31,372 "coords": [373 3.0,374 4.0,375 4.0376 ],377 "event": 0378 },379 {380 "id": 32,381 "coords": [382 3.0,383 6.0,384 4.0385 ],386 "event": 0387 },388 {389 "id": 33,390 "coords": [391 4.0,392 3.0,393 4.0394 ],395 "event": 0396 },397 {398 "id": 34,399 "coords": [400 4.0,401 5.0,402 4.0403 ],404 "event": 0405 },406 {407 "id": 35,408 "coords": [409 5.0,410 6.0,411 4.0412 ],413 "event": 0414 },415 {416 "id": 36,417 "coords": [418 1.0,419 4.0,420 5.0421 ],422 "event": 0423 },424 {425 "id": 37,426 "coords": [427 2.0,428 5.0,429 5.0430 ],431 "event": 0432 },433 {434 "id": 38,435 "coords": [436 2.0,437 7.0,438 5.0439 ],440 "event": 0441 },442 {443 "id": 39,444 "coords": [445 3.0,446 4.0,447 5.0448 ],449 "event": 0450 },451 {452 "id": 40,453 "coords": [454 3.0,455 6.0,456 5.0457 ],458 "event": 0459 },460 {461 "id": 41,462 "coords": [463 4.0,464 3.0,465 5.0466 ],467 "event": 0468 },469 {470 "id": 42,471 "coords": [472 4.0,473 5.0,474 5.0475 ],476 "event": 0477 },478 {479 "id": 43,480 "coords": [481 5.0,482 6.0,483 5.0484 ],485 "event": 0486 },487 {488 "id": 44,489 "coords": [490 1.0,491 4.0,492 6.0493 ],494 "event": 0495 },496 {497 "id": 45,498 "coords": [499 2.0,500 5.0,501 6.0502 ],503 "event": 0504 },505 {506 "id": 46,507 "coords": [508 2.0,509 7.0,510 6.0511 ],512 "event": 0513 },514 {515 "id": 47,516 "coords": [517 3.0,518 4.0,519 6.0520 ],521 "event": 0522 },523 {524 "id": 48,525 "coords": [526 3.0,527 6.0,528 6.0529 ],530 "event": 1531 },532 {533 "id": 49,534 "coords": [535 4.0,536 3.0,537 6.0538 ],539 "event": 0540 },541 {542 "id": 50,543 "coords": [544 4.0,545 5.0,546 6.0547 ],548 "event": 0549 },550 {551 "id": 51,552 "coords": [553 5.0,554 6.0,555 6.0556 ],557 "event": 1558 },559 {560 "id": 52,561 "coords": [562 1.0,563 4.0,564 7.0565 ],566 "event": 0567 },568 {569 "id": 53,570 "coords": [571 2.0,572 5.0,573 7.0574 ],575 "event": 0576 },577 {578 "id": 54,579 "coords": [580 2.0,581 7.0,582 7.0583 ],584 "event": 0585 },586 {587 "id": 55,588 "coords": [589 3.0,590 4.0,591 7.0592 ],593 "event": 0594 },595 {596 "id": 56,597 "coords": [598 3.0,599 6.0,600 7.0601 ],602 "event": 1603 },604 {605 "id": 57,606 "coords": [607 4.0,608 3.0,609 7.0610 ],611 "event": 0612 },613 {614 "id": 58,615 "coords": [616 4.0,617 5.0,618 7.0619 ],620 "event": 1621 },622 {623 "id": 59,624 "coords": [625 5.0,626 6.0,627 7.0628 ],629 "event": 0630 },631 {632 "id": 60,633 "coords": [634 1.0,635 4.0,636 8.0637 ],638 "event": 0639 },640 {641 "id": 61,642 "coords": [643 2.0,644 5.0,645 8.0646 ],647 "event": 0648 },649 {650 "id": 62,651 "coords": [652 2.0,653 7.0,654 8.0655 ],656 "event": 0657 },658 {659 "id": 63,660 "coords": [661 3.0,662 4.0,663 8.0664 ],665 "event": 0666 },667 {668 "id": 64,669 "coords": [670 3.0,671 6.0,672 8.0673 ],674 "event": 0675 },676 {677 "id": 65,678 "coords": [679 4.0,680 3.0,681 8.0682 ],683 "event": 0684 },685 {686 "id": 66,687 "coords": [688 4.0,689 5.0,690 8.0691 ],692 "event": 0693 },694 {695 "id": 67,696 "coords": [697 5.0,698 6.0,699 8.0700 ],701 "event": 0702 },703 {704 "id": 68,705 "coords": [706 2.0,707 5.0,708 9.0709 ],710 "event": 0711 },712 {713 "id": 69,714 "coords": [715 4.0,716 3.0,717 9.0718 ],719 "event": 0720 },721 {722 "id": 70,723 "coords": [724 2.0,725 7.0,726 9.0727 ],728 "event": 0729 },730 {731 "id": 71,732 "coords": [733 4.0,734 5.0,735 9.0736 ],737 "event": 0738 }739 ],740 "target_logical_flip": 0,741 "model_probability": null,742 "output_note": "Decoder probability and threshold are symbolic, not an inference result. The label is a public validation target."743}744