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Show HN: Graphsignal – ML profiler to speed up training and inference

Hi, Graphsignal founder here. We've launched Graphsignal earlier this year to make machine learning profiling practical and easy to use. Basically, it enables the profile-optimize-benchmark loop. For example, making inference faster by optimizing an ML model, while still maintaining accuracy.<p>We've make a lot of progress that I wanted to share.<p>The profiler now natively supports TensorFlow, Keras, PyTorch, PyTorch Lightning, Hugging Face, XGBoost and JAX frameworks along with built-in support for distributed workloads.<p>Profiles now include tracing information in chrome trace format. Process and GPU utilization data has been extended as well.<p>It is now possible to monitor all run metrics. Useful for long runs.<p>Profiled workloads are now sharable across teams and publicly (if enabled).<p>I'm excited to show it here and appreciate any thoughts, comments and feedback!

Show HN: Preline UI – Open-Source Tailwind CSS Components

Show HN: Preline UI – Open-Source Tailwind CSS Components

Show HN: Preline UI – Open-Source Tailwind CSS Components

Show HN: Localization and translations should be code, not data

Show HN: Localization and translations should be code, not data

Show HN: owo – OneNote to Plain Text

Hey kind stranger. Hope you find it useful.<p>Any comments or suggestions are appreciated :)<p>Enjoy your day!

Show HN: owo – OneNote to Plain Text

Hey kind stranger. Hope you find it useful.<p>Any comments or suggestions are appreciated :)<p>Enjoy your day!

Show HN: Credentials dumper for Linux using eBPF

Show HN: Credentials dumper for Linux using eBPF

Show HN: Credentials dumper for Linux using eBPF

Show HN: Credentials dumper for Linux using eBPF

Show HN: A short dystopian game I build last weekend

FYI, I try to release something random on the 1st and 15th of every month, this was my latest.<p>you can see my full list of projects on my twitter: <a href="https://twitter.com/lisperati/status/1543003744161484800" rel="nofollow">https://twitter.com/lisperati/status/1543003744161484800</a>

Show HN: A short dystopian game I build last weekend

FYI, I try to release something random on the 1st and 15th of every month, this was my latest.<p>you can see my full list of projects on my twitter: <a href="https://twitter.com/lisperati/status/1543003744161484800" rel="nofollow">https://twitter.com/lisperati/status/1543003744161484800</a>

Show HN: A short dystopian game I build last weekend

FYI, I try to release something random on the 1st and 15th of every month, this was my latest.<p>you can see my full list of projects on my twitter: <a href="https://twitter.com/lisperati/status/1543003744161484800" rel="nofollow">https://twitter.com/lisperati/status/1543003744161484800</a>

Show HN: Trane, an automated system for learning complex skills

Hi HN,<p>I released Trane over the weekend: <a href="https://github.com/trane-project/trane" rel="nofollow">https://github.com/trane-project/trane</a>. Trane is an automated system for learning complex skills. Think of it like defining a skills tree (technically a graph) of all the smaller skills you need to master a complex skill and having an automated system to automatically traverse the graph as you master them.<p>The seed for Trane was planted after my frustration trying to learn music, and jazz in particular. There are simply too many things you need to master first (e.g. knowing the names of a note, knowing where the notes are in your instrument, timing, etc) and it becomes difficult to track what it is that you should focus on, and there is a process of constant atrophy, even if you practice consistently.<p>Trane is an early state, but is already usable. I have released a command line interface at <a href="https://github.com/trane-project/trane-cli" rel="nofollow">https://github.com/trane-project/trane-cli</a> and some music courses at <a href="https://github.com/trane-project/trane-music" rel="nofollow">https://github.com/trane-project/trane-music</a>.<p>I would like to get some ideas in regard to what other skills could be a good fit for Trane. I am thinking chess, programming, or languages could be a fit. I am wondering if Trane could be applied to something like learning pure mathematics. I would love to hear any suggestions. Perhaps there's some of you who have found a similar issue while practicing your own hobbies.

Show HN: Trane, an automated system for learning complex skills

Hi HN,<p>I released Trane over the weekend: <a href="https://github.com/trane-project/trane" rel="nofollow">https://github.com/trane-project/trane</a>. Trane is an automated system for learning complex skills. Think of it like defining a skills tree (technically a graph) of all the smaller skills you need to master a complex skill and having an automated system to automatically traverse the graph as you master them.<p>The seed for Trane was planted after my frustration trying to learn music, and jazz in particular. There are simply too many things you need to master first (e.g. knowing the names of a note, knowing where the notes are in your instrument, timing, etc) and it becomes difficult to track what it is that you should focus on, and there is a process of constant atrophy, even if you practice consistently.<p>Trane is an early state, but is already usable. I have released a command line interface at <a href="https://github.com/trane-project/trane-cli" rel="nofollow">https://github.com/trane-project/trane-cli</a> and some music courses at <a href="https://github.com/trane-project/trane-music" rel="nofollow">https://github.com/trane-project/trane-music</a>.<p>I would like to get some ideas in regard to what other skills could be a good fit for Trane. I am thinking chess, programming, or languages could be a fit. I am wondering if Trane could be applied to something like learning pure mathematics. I would love to hear any suggestions. Perhaps there's some of you who have found a similar issue while practicing your own hobbies.

Show HN: Trane, an automated system for learning complex skills

Hi HN,<p>I released Trane over the weekend: <a href="https://github.com/trane-project/trane" rel="nofollow">https://github.com/trane-project/trane</a>. Trane is an automated system for learning complex skills. Think of it like defining a skills tree (technically a graph) of all the smaller skills you need to master a complex skill and having an automated system to automatically traverse the graph as you master them.<p>The seed for Trane was planted after my frustration trying to learn music, and jazz in particular. There are simply too many things you need to master first (e.g. knowing the names of a note, knowing where the notes are in your instrument, timing, etc) and it becomes difficult to track what it is that you should focus on, and there is a process of constant atrophy, even if you practice consistently.<p>Trane is an early state, but is already usable. I have released a command line interface at <a href="https://github.com/trane-project/trane-cli" rel="nofollow">https://github.com/trane-project/trane-cli</a> and some music courses at <a href="https://github.com/trane-project/trane-music" rel="nofollow">https://github.com/trane-project/trane-music</a>.<p>I would like to get some ideas in regard to what other skills could be a good fit for Trane. I am thinking chess, programming, or languages could be a fit. I am wondering if Trane could be applied to something like learning pure mathematics. I would love to hear any suggestions. Perhaps there's some of you who have found a similar issue while practicing your own hobbies.

Show HN: What do avoided crossings sound like?

Show HN: What do avoided crossings sound like?

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