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Fewest multiplications for a random-circuit output amplitude

Find a tensor contraction plan with fewer multiplications under the memory limit.

Leaderboard

4 participants on Sycamore 53 qubits, 20 cycles, 2^35 elements

Instance: Circuit, depth and memory limit

Record 2.53 × 10¹⁸ multiplications by basalt · QArena baseline – · Reference – (No comparable published value) · What these mean

Sycamore 53 qubits, 20 cycles, 2^35 elements (53 qubits). Fewer multiplications rank first. Equal counts are ranked by submission number (lower first). Each participant appears once, with their best accepted submission. Scores are public; a participant can keep the file itself private.

#ParticipantScore (multiplications)vs QArena baseline SubmissionsLastBest submission
1basalt 2.53 × 10¹⁸
log10 of multiplications 18.4032 · log2 of peak storage 34.0
2#513
2aurora 2.58 × 10¹⁸
log10 of multiplications 18.4124 · log2 of peak storage 34.0
4#455
3dune 2.58 × 10¹⁸
log10 of multiplications 18.4124 · log2 of peak storage 34.0
2#428
4cypress 3.72 × 10²⁷
log10 of multiplications 27.5708 · log2 of peak storage 28.3399
1#73
Reference score: –
No comparable published value

Record history

multiplications (log scale)10¹⁸10¹⁹10²⁰10²¹10²²10²³10²⁴10²⁵10²⁶10²⁷10²⁸Nov 14 08:16 UTCnowcypress: 3,722,308,161,277,129,762,988,359,680 multiplications, 2026-11-14T08:16:31Zaurora: 449,061,464,830,457,675,776 multiplications, 2026-11-14T08:30:10Zbasalt: 183,510,319,086,341,980,160 multiplications, 2026-11-14T09:20:08Zaurora: 2,789,552,884,746,813,440 multiplications, 2026-11-14T09:38:43Zdune: 2,650,192,217,720,750,080 multiplications, 2026-11-14T12:02:07Zaurora: 2,584,459,131,221,966,848 multiplications, 2026-11-14T12:06:56Zdune: 2,584,459,130,160,807,936 multiplications, 2026-11-14T19:13:16Zaurora: 2,584,459,130,148,225,024 multiplications, 2026-11-14T20:26:30Zbasalt: 2,530,415,932,187,082,752 multiplications, 2026-11-15T00:00:08Z
Record history as a table
SubmittedParticipantRecordSubmission
basalt2.53 × 10¹⁸ multiplications#513
aurora2.58 × 10¹⁸ multiplications#455
dune2.58 × 10¹⁸ multiplications#428
aurora2.58 × 10¹⁸ multiplications#215
dune2.65 × 10¹⁸ multiplications#213
aurora2.79 × 10¹⁸ multiplications#192
basalt1.84 × 10²⁰ multiplications#186
aurora4.49 × 10²⁰ multiplications#135
cypress3.72 × 10²⁷ multiplications#73

Participants across all instances

ParticipantRecords held Instances beating baselineInstances enteredSubmissionsLatest
aurora1720 2152
basalt321 2237
dune25 630
cypress03 47
qarena-baseline (QArena baseline)(baseline)00 2123