I don’t think that’s necessarily true! text is actually relatively few bytes, while each 32-bit float is 4 bytes, so at least at short lengths things could be lossless
COMPUTING
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Ray autoscaling on Databricks reduces workload complexity
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You can now automatically scale Ray workloads Discover how #autoscaling support for Ray on Databricks and #ApacheSpark helps you reduce the complexity and cost of your workloads https://
bit.ly/48rk6dn -
5G Networks Innovation: Speed, Bandwidth, and Latency Improvements
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The innovative potential of 5G networks lies in improved data transmission through increased speed, higher bandwidth, and reduced latency. Read more on @DeltalogiX > https://
bit.ly/3O6L5AZ Subscribe to Newsletters> https://
bit.ly/3pick1U via @antgrasso #DeltalogixAdvisor #5G -
Strong AI Creation Possible with Budget Laptop Computer
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Someone is going to create strong AI using a $700 laptop computer.
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Text Embedding Collision Discovery: Purple Repetition Experiment
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I think I found the first evidence of a collision in text embeddings! i.e. for an embedding function f, i found a text pair x, y where x ≠ y but emb(x) = emb(y) ok granted it isn't thatttt interesting but what I did was repeat the word purple from 1 to 8191 times. 'purple ' is
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GPU Throughput Increase with Multiple Processes Using MPS
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With workloads that don’t fully load the GPU you can often get a substantial throughput increase by running multiple processes on each GPU, but you need to manually enable MPS to get concurrency: https://
docs.nvidia.com/deploy/mps/ind
ex.html
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Finding Hidden Optimization Opportunities in Complex Systems
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so much fun to pore over the details of a working system to find ideas for optimizations no one has noticed
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Universal Computers: Substrate-Invariant Physical Dynamics Design
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Not quite: the purpose of designing universal computers is to construct physical dynamics that can be described as invariant over a wide range of substrate dynamics
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Green Gravity Uses NVIDIA Omniverse for Renewable Energy Storage
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Green Gravity, a member of #NVIDIAInception, plans to transform 1 million abandoned mines into #renewableenergy storage sites. Learn how the startup is running simulations on #NVIDIAOmniverse, a platform for building 3D workflows and applications.
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Charge Distribution and Future State Constraints in Computers
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The charge present in a transistor at a given moment is part of the physical state of the computer. The computer is built in such a way that the distribution of charge reliably constrains future distributions of charge