Singularity Optimization is a powerful optimization toolbox that allows users to easily formulate complex optimization problems like QUBO and MIP and solve them with highly efficient quantum or classical solvers.
Currently, the package is available as a Python library and supports D-Wave as a quantum backend.
Highlights
Model your optimization problems in python.
Solve optimization problems efficiently using quantum computing.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Pricing is organized into three per-user tiers: Basic, Standard, and Premium. You pay a per-user contract fee for each tier. Each tier also bundles a set amount of credits used to access quantum and classical computers. Moving from Basic to Standard to Premium raises both the per-user fee and the included credit balance. So higher tiers give each user more compute credits. Choose your tier based on how much quantum and classical computing access each user needs.
Top-of-mind questions for buyers
What do the included credits pay for, and how are they consumed?
The credits give each user access to quantum and classical computers. As you run optimization or machine learning jobs on those computers, the work draws down your credit balance. Each tier includes a set credit amount per user, so higher tiers give each user more compute access.
What counts as one user for billing across the Basic, Standard, and Premium tiers?
You pay a per-user contract fee for each tier. One user is one individual account with access to the platform. The fee and credit balance are assigned per user, so total cost scales with how many user accounts you enroll at a given tier.
Can I mix tiers, or does one tier apply to every user?
Each tier — Basic, Standard, or Premium — carries its own per-user fee and credit balance. You select a tier per user based on how much quantum and classical computing access that user needs. Moving a user up a tier raises both that user's fee and included credits.
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