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Annealing Machines

From PoCs to real-world problems, high performance annealing machines are available now

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Available Machines

Fixstars Amplify supports a wide range of machines including quantum annealing/Ising machines, mathematical optimization solvers, and algorithms for solving combinatorial optimization problems on gate-based quantum computers.

What is Standard machine?
A "Standard machine" refers to a machine for which we can issue the token for usage. If you wish to use the machine supported by Amplify but not the standard machine, please work with the vendor to prepare the environment to use on your own.

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Standard Machine

Fixstars Amplify AE

Fixstars Amplify Annealing Engine (AE) is a Graphics Processing Unit (GPU)-based annealing machine. It can process large-scale problems consisting of more than 100,000 bits at high speed.  Although it is not based on quantum mechanical phenomena, it provides an ideal platform for easy PoC and development for practical applications, utilized for quantum annealing.

See Performance

Standard Machine

D-Wave The Leap™ quantum cloud service

The Leap™ quantum cloud service is the cloud service provided by D-Wave Systems to use their Advantage quantum computer and quantum hybrid solver service.

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Bring Your Own License supported

How to use the D-Wave Free Program
tdsl-sqbm+
Standard Machine

SQBM+

SQBM+ is a TOSHIBA-developed quantum-inspired optimization solution with a simulated bifurcation machine at its core.

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How to use SQBM+

Fujitsu

Digital Annealer

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Hitachi, Ltd.

CMOS Annealing Machine

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IBM

IBM Quantum
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Qulacs

Qulacs
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Fixstars Amplify AE Performance

We solved the Traveling Salesman Problems (TSP), typical combinatorial optimization problems, to test performances of Amplify AE and other annealing machines. It is seen that Amplify AE quickly reaches the optimal solutions.

Annealing time to reach 101% optimization.
1.0 sec
Known best solution: 426 (route distance)
Best solution by Amplify AE: 426 (route distance)

Optimization level reached at 60 seconds: 100%

  • Library used: TSP LIB eil51 decoration
  • Solving the Traveling Salesman Problem by formulating QUBO polynomials.
  • Average of 100 sample points plotted over time.

For more details of the problem formulation, see here decoration.

Annealing time to reach 105% optimization.
3.0 sec
Known best solution: 108159 (route distance)
Best solution by Amplify AE: 108234 (route distance)

Optimization level reached at 60 seconds: 101%

  • Library used: TSP LIB pr76 decoration
  • Solving the Traveling Salesman Problem by formulating QUBO polynomials.
  • Average of 100 sample points plotted over time.

For more details of the problem formulation, see here decoration.

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4 Lessons

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オプションサービス

Optigan のコア・テクノロジーはお客様固有の課題に特化した形にカスタマイズすることが可能です。
これにより、更なる性能の向上が期待できるだけでなく、お客様固有の開発プラットフォームへの組み込みや、運用に向けた取り組み等に対し柔軟にお応え致します。
以下はこれまで実績のあるカスタマイズオプションの適用例です。

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