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jcmarchi · 1 year ago

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Intel Develops Largest Neuromorphic System for Eco-Friendly AI Advancements

New Post has been published on https://thedigitalinsider.com/intel-develops-largest-neuromorphic-system-for-eco-friendly-ai-advancements/

Intel Develops Largest Neuromorphic System for Eco-Friendly AI Advancements

Intel has recently announced the creation of Hala Point, the world’s largest neuromorphic system, marking a significant step towards more sustainable and efficient artificial intelligence. Deployed initially at Sandia National Laboratories, Hala Point uses Intel’s advanced Loihi 2 processor and builds on the success of its predecessor, Pohoiki Springs, by offering substantial improvements in architecture. This enhancement boosts neuron capacity by more than tenfold and performance by up to twelve times.

“The computing cost of today’s AI models is rising at unsustainable rates. The industry needs fundamentally new approaches capable of scaling. For that reason, we developed Hala Point, which combines deep learning efficiency with novel brain-inspired learning and optimization capabilities. We hope that research with Hala Point will advance the efficiency and adaptability of large-scale AI technology,” said Mike Davies, director of the Neuromorphic Computing Lab at Intel Labs.

Hala Point distinguishes itself by being the first large-scale neuromorphic system capable of demonstrating state-of-the-art computational efficiencies on mainstream AI workloads. It can support up to 20 quadrillion operations per second, or 20 petaops, and offers unprecedented efficiency exceeding 15 trillion 8-bit operations per second per watt (TOPS/W) when executing conventional deep neural networks.

Researchers at Sandia National Laboratories will use Hala Point for advanced brain-scale computing research, focusing on scientific computing problems across various domains such as device physics, computer architecture, and informatics. “Working with Hala Point improves our Sandia team’s capability to solve computational and scientific modeling problems. Conducting research with a system of this size will allow us to keep pace with AI’s evolution in fields ranging from commercial to defense to basic science,” stated Craig Vineyard, Hala Point team lead at Sandia National Laboratories.

While Hala Point remains a research prototype, Intel envisions its lessons will significantly enhance future commercial systems’ capabilities, notably enabling large language models to learn continuously from new data and reducing the training burden of AI deployments.

The drive for increasingly large deep learning models has exposed significant sustainability challenges within AI, necessitating innovation at the fundamental levels of hardware architecture. Neuromorphic computing, inspired by neuroscience, integrates memory and computing within a highly parallel framework to minimize data movement. This approach has demonstrated remarkable gains in efficiency, speed, and adaptability, as evidenced by Loihi 2’s performance at this month’s International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Hala Point integrates 1,152 Loihi 2 processors and supports up to 1.15 billion neurons and 128 billion synapses, distributed over 140,544 neuromorphic processing cores, within a six-rack-unit data center chassis. Its massively parallelized fabric offers significant memory bandwidth and communication speeds, providing a robust foundation for bio-inspired spiking neural network models.

Intel’s ongoing development of neuromorphic systems like Hala Point aims to address power and latency constraints that currently limit the real-world deployment of AI. With the continued collaboration of the Intel Neuromorphic Research Community (INRC), Intel is committed to advancing this brain-inspired technology from research prototypes to commercial products.

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kingdom-carer · 29 days ago

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How to regress when you’ve literally never done it and you have no idea what to expect (or it’s been a while)

*turns around in chair like Captain America* so ……. you wanna be tiny.

Awesome! :D

Voluntary regression, when done intentionally, can be immensely fun and healing. Let’s get you set up for success.

Step 1: Set Your Goals

Your goal should never be “to regress” - it may not happen. You may spend all of your time just age dreaming (acting small with your big brain still in). You need to be okay with that.

The reason you’re regressing isn’t the same as your goal. “Because I’m traumatized,” “for fun,” and “for chronic pain” are all valid reasons, but they don’t provide you with the framework for healing that we’re looking for.

Here are some specific, achievable goals:

“I want to relax and have uninterrupted fun after a long day.”

“I want to reparent my inner child through affirmation work, gentle parenting, and rules for self-care.”

“I want to work through trauma I’ve experienced through play so I can experiment with new outcomes for tough situations.”

“I want to complete easy tasks/assignments to give myself a sense of pride and accomplishment.”

“I want to allow myself to trust and be cared for in a way that I am usually resistant to.”

“I want to allow Jesus to speak to me when I feel most vulnerable and receptive to His kindness.”

“I want to improve my self/care habits by making them fun and digestible.”

“I want to revisit childhood/deep-rooted fears so I can work through them with effective coping mechanisms, like journaling.”

Step 2: Selecting Your Tools

Here, you might have seen lists of things that people like to use when they’re little, but rarely do they explain why they like to use them. These lists also may not resonate with older or alternative regressors.

So instead, I will give you categories of things that I believe are relevant to regression, and you fill decide what satisfies it best for you.

Something to wear: do you have clothing that is easy and comfortable to move around in, makes you feel good to wear, and/or gives you sensory input you crave?

Something to watch: do you know of a show, movie, or YouTube channel that holds good memories for you? Is there one out there that piques your interest? It doesn’t have to be “kid-friendly,” but its effect should be comfort and peace, not intellectual or emotional strain. We are not looking for challenge - that is for developing your grownup brain. Many regressors prefer kids media for this reason.

Something to do (with your hands): Stimulating senses other than sight is vital for grounding, especially in today’s online world … and, considering the nature of the work we are doing, you may need it. Painting, sensory sand, going to the beach, swimming, making music, woodworking, crocheting, polymer clay, diamond painting, puzzles, coloring books, and more can all bring out your inner child. Again, we are looking for joy, not challenge; perhaps your local dollar store has a craft kit!

Something to read: are you a scientist who loves learning about animals? A horror fan who loves spooky tales? Do you remember a series from your childhood that brought you joy? Reading is a great way to escape into a simpler world and evade screens, especially if it’s crafted without profanity or triggering subjects. Children’s books may also minister to you in ways that adults failed, such as teaching emotional regulation, socialization, and how to fight common fears.

Something to hold: plushies have been proven to be beneficial for mental health, but a companion doesn’t have to be stuffed! Action figures, dolls, and other friends can be thrifted, bought, or dug up from closets. They provide sounding boards for scary thoughts that get less scary when said aloud, companionship during play, travel, or sleep, and serve as willing recipients of your creative outputs (bracelets, clothing, drawings, etc). And, when you need a hug, your favorite toy can be right there with you in the absence of a human friend.

Something to nibble: food is fuel for the body, but it is also love. Choose foods that are nutritious and fun, just like you’d give a child. My personal faves are Slim Jim’s, pepperoni, berries, nuts, dairy, and veggies with dip. Treats are great too, but spend your tummy bank on nutritionally valuable food first! Regressors also find fun in experimenting with different vessels for food and drinks, like crazy straws, bottles, ZooPals plates, or character dining sets.

Something to play with: ‘play’ has many definitions and types. Below is a short list of types of play. No matter if you like toys or not, gather objects or activities that encourage play.

Symbolic play - using one object to represent another (i.e. a flower becomes a wand - try blocks or play scarves)

Locomotor play - moving play (try roller skates, online exercises/dance classes, or small exercise trampolines)

Creative play - invoking a desired or experimental outcome (try Legos and art supplies)

Deep play and rough-and-tumble play - play that involves bodily risk and movement (try hiking, rock climbing, or swimming)

Dramatic play - orchestrating play without personal involvement (“setting up” elaborate scenes with toys was a big part of my childhood play! Try small toys and accessories like Calico Critters, stuffed animals, or dolls)

Exploratory play - play to gain information (try boxed or homemade science experiments, or simply asking, “I wonder what happens if I …?”)

Fantasy and imaginative play - playing in a way that is unlikely to occur in real life and/or the rules have changed (try dressing up to be a superhero, royalty, animal, etc)

Mastery play - bringing a task to completion (build a campfire, dig holes in sand to fill with water, complete a video game level, etc)

Object play - manipulating objects to learn more about them (common in developing babies and autistic stimming; try fidget toys)

Socio-dramatic play - taking on a role that involves social interaction (I.e. playing house or doctor)

Somewhere to go: novelty can be hugely effective in delighting your inner child. Try hanging out in the backyard, going to a park/museum/aquarium, taking yourself on a “little” shopping spree with a set budget, going to a theme park/state fair, or checking out kids media from your local library. Since you are exiting your safe space, you must be mindful of those around you. This is why I usually recommend this to those who know they will only be age dreaming, unless they are completely alone. For your safety, please do not involve anyone who has not consented in your regression.

Something to see: if you can, decorate your safe space or a portion of your safe space in a way that makes your inner child happy. Try changing your phone wallpaper, collecting figures, displaying stuffies on your bed, putting up wall stickers or drawings you’ve made, or changing your bed sheets.

A note on pacifiers: pacis made for adults are a great way to abate thumb-sucking and unhealthy oral stims. They will shift your teeth only if you use them excessively; try limiting use to an hour at a time, and always wear your retainer if you have one. If you feel pain, stop. Disassemble and clean immediately after use.

A note on diapers: I personally do not use diapers because I don’t want or need them, but should you choose differently, there are lots of creators who have more information on them. Most importantly, they are not shameful.

Step 3: Meeting Your Inner Child

How do you know when you’ve regressed?

When play takes over.

When you find yourself fully engaged in what’s in front of you, finding captivation in the simplest things, you are regressed. It isn’t some magical transformation - you’re just revising a part of you that has always been there, latent. It is an unlocking of childhood whimsy … a state of being easily awed.

Thoughts may simplify; adult reasoning for comfort objects may reduce to a petulant mine. Anxious spirals may be replaced by a simple mama, I’m scared. Thoughtful analyses of character arcs and subplots may sound more like yay, ponies!

If you have an internal monologue, it may disappear, replaced with more primal emotions like “angry” or “scared” or “happy” or “calm.” There have been many times that my husband has asked little me what’s wrong, but instead of words, only sobs make it out of my mouth. Then, when he holds me, a warmth I can’t name fills my chest and makes me sleepy.

What is your inner child like? Are they more or less …

Sensitive?

Chatty?

Energetic?

Creative?

Impulsive?

Experimental?

Outspoken?

Stubborn?

Relaxed?

Giggly?

Curious?

Focused?

Defiant?

Angry?

Expressive?

Your inner child, like all children, is subject to fits and flights of fancy. This is normal! Love them as you would love a normal child.

Step Four: Caring For The Bunchkin

Since our goal is not to regress, we have the freedom to take a third-person point of view while we are in our safe space, check in on ourselves, and see how we are doing.

If your goal is to heal, take things slow. Choose one activity at a time that allows you to explore your deeper thoughts, and allow ample room for fun and relaxation.

Instead of focusing on your trauma and hurt, start by asking yourself - “what are my deepest desires? What am I lacking? What is important to me? What can I give myself that I did not receive?”

Kids’ “About Me” worksheets are a great place to start, since there are no wrong answers. As you get more comfortable being small, try making or completing worksheets that ask the weightier questions.

Caring for with your inner child can be as simple as imagining them like another person. For example:

If you are shameful of your desire to connect with an old fandom, ask yourself why that might be. Did someone tell you that it was shameful? Did you have a bad experience in that fandom? Were you at a turbulent point of your life? What might you say to a child experiencing these emotions now?

If you are reluctant to make noise or take up space, ask yourself why. Did someone tell you that you were ‘too much?’ Were you afraid to be judged? Did someone punish you for getting in their way? What would you say to a child afraid to take up space in your presence?

If you are distressed at the idea of stimming openly while small, ask yourself why. Did someone - or life experience - teach you to mask? Are you afraid of being judged as a “faker?” Are you afraid of looking or feeling incapable in some way? What would you say to a child who is afraid to stim?

If you are upset with yourself for reacting to a trigger, ask yourself why. Do you feel like you should be more healed, or more in control of yourself? Are you afraid of slipping back towards a state you used to be in? Are you afraid of re-experiencing trauma?

What would you say and do for a child who struggles with a trigger?

Showing your little self compassion and modeling joy from an adult headspace is vital. Don’t say anything to your inner child that you wouldn’t say to an actual child.

You may not be quite ready to believe the healing truths you have learned when you are big, but putting them into practice when you are small is a great way to soothe yourself from the inside out.

(I filled up my star chart by making my bed each day! Good job, me! I worked so hard, and now I get a treat!)

(I did a drawing all by myself! I can put it on my fridge now. Wow, I’m so glad I made something today.)

(I went outside, and there are so many cool things to see! What an awesome world I live in.)

Healing can be tough, but it’s so fantastic. It all starts with being kind to yourself. You can do it!

Step 5 - Putting Out Fires

Oh dear, something went wrong, and now a tantrum is afoot. Or a meltdown. Or a flashback. What do we do?

Hold up your fingers like birthday candles and blow them out to encourage deep breathing.

Play a song that makes you feel good, and dance if you can. Physical movement is your best antidote.

Name 5 things you can see, 4 you can touch, 3 you can hear, 2 you can smell, and 1 you can taste.

Repeat your affirmations aloud. There is power in hearing something that isn’t your own mental hurricane. “I am loved, I am safe, I am going to be okay.”

Assign the trigger to a stuffie (don’t worry, they are willing participants!). Say, “hey, wait a minute, why should you be in charge? These are MY thoughts! Take that! And that! And that!” Toss your stuffie around and get those crazy thoughts away from both of you!

Assign the trigger to a stuffie, and pretend they are you. What would you say to calm them down and tell them you are here for them?

Get a change of scenery. Go outside, go somewhere else, take a shower or bubble bath.

Scribble your feelings on paper. No, really, go ham. Break some crayons. Then crumple them, tear them, and throw them away.

Most importantly - don’t be mad at yourself.

The debrief - what can we do for next time?

Handle triggers with care, but don’t be afraid of the feelings that accompany them. There is an unmet need somewhere in your soul - what is it, and how can you meet it?

Journaling and affirmations - record what happened and why you think it happened, and then write kind things to and about yourself.

“Do it scared” - push past the lies you have been told about yourself and enjoy things anyway.

I am a Christian, and I live by the phrase: “if it isn’t your reality, make it your prayer.” Even if you don’t believe now that you are safe, loved, and capable, saying these things to yourself constantly will help them be realized.

Obviously, avoiding negative language about yourself in your adult life is the other half of the pizza. Your inner child is doing work for adult you, too! Don’t undermine it!

The Wrap Up

Well, Kiddo, I’m so glad you’re taking this step in your healing journey. A few things to remember before you go:

You may grow out of regression! That’s good! It’s a sign that your inner child is happy and content.

You may never grow out of regression. That’s okay! Your inner child can get love all your life!

Your regression is your business. You don’t have to tell anyone about it if you don’t want to. Choose who you tell very carefully.

Ignore the haters. You’re doing great.

Bye, Kiddo! You are so loved!! 🥰

#mama talks #sfw agedre #sfw agere #sfw age dreaming #sfw age regression #sfw cg #sfw cglre #sfw middlespace #sfw littlespace #christian agere #age regression #how to regress #how to age regress #Agere help #christian age regression #agedre #age dreaming #agere guide #first time regressor

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starsandsuch · 5 months ago

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✩Your big 6 in Vedic Astrology ✩

This is based on the first 6 components I’d look at when I first read someone’s Vedic chart.

These are the most important parts of your Vedic chart, in my opinion.

*Disclaimer: This is in no particular order. Please only consider your Vedic chart based on this post*

#1 Ascendant

✧ Your ascendant sign represents the exact minute you take breath here in this present incarnation. This is why your exact birth time is so important.

✧ The zodiacal constellation that was “rising” on the eastern horizon the time of day you were born is the moment your soul decided to incarnate. Aka your “rising sign”. Each zodiacal constellation only rises for about 2hrs each.

✧ The Eastern direction energetically symbolizes new beginnings and connects to the beginning of a cycle. The Sun rises from the east.

✧ It’s like your soul choosing: “I want to experience this lifetime with xyz rising sign, so I can learn the lessons related to the karma of that sign”. It’s similar to your Atmakaraka (soul planet) in that sense. The Asc sign is your biggest teacher.

✧ The Ascendant sets the entire alignment of your chart.

✧ You tend to experience the main trope of the Nakshatra you have as your Ascendant in a literal way.

✧ Study the mythology behind the Deity of your Asc Nakshatra, the lore associated with it is key information in your souls journey.

#2 Moon

✫ Since moon is the most sensitive + pure planet, the sign/ Nakshatra you have as your moon depicts your innermost framework for how you express yourself, think, your mentality, how you experience emotion etc.

✫ In Vedic Astrology they consider your Moon sign as your primary sign. The way Western uses Sun signs is how the Vedic world sees Moon signs.

✫ The Nakshatra your Moon sign is in is of utmost importance.

Related: what your moon placement says about you

#3 Sun

✦ Sun is your consciousness. It’s the core of your being energetically. The sun sign/placement/ Nakshatra you have depicts the frequency you naturally resonate at.

✦ You don’t have to try to embody the traits of your sun, yet you express it naturally.

✦ It represents your identity in this incarnation.

Related: what your sun placement says about you

#4 Lagnesh

✲ Your Lagnesh is the house + sign placement of your 1st house ruler.

✲ What is the ruling planet of your Ascendant sign? What house is that planet sitting in your chart? This is your Lagnesh ➡️ it shows you where your life journey/ souls purpose will lead you in life.

✲ You can think of it as an extension of your Ascendant sign.

✲ In Vedic your Ascendant sign is called your “Lagna”. So “Lagnesh” is like translating to “that which is like your Lagna.”

Related: your chart ruler & your unique life path

#5 Ketu

❆ Without Ketu you wouldn’t exist. It’s the psychological foundation of your consciousness during this life time.

❆ It is similar to downloading certain programming into a robot. Your Ketu placement shows the “programming” you were born with. Over the course of several incarnations, this is what your soul has cultivated and accumulated through many lifetimes.

❆ That’s why Ketu’s placement shows what comes easy to us, or comes in mysterious ways you didn’t plan for. You already mastered it in a past life, now it comes with less effort in this life time. It’s ingrained in the fabric of your subconscious.

❆ It’s important to know the sign it’s in and what planet rules that sign. The ruling planet of your Ketu placement depicts the overall themes that are deep in your subconscious.

Related: your Ketu sign & your dreamscape

Ketu through the houses: where do you experience detachment & separation

#6 Atmakaraka

✵ This is the planet with the highest degree in your Vedic birth chart. It represents what your soul seeks to experience in this lifetime.

✵ We call this your “soul planet”

✵ With the placement/sign/nakshatra of your Atmakaraka it depicts what you are destined to experience life lessons related to themes based on that planet/placement/sign.

✵ People tend to embody their Atmakaraka strongly. For example: even if your primary placements (sun/moon/ascendant) don’t have a certain nakshatra, if your AK planet is in in that nakshatra, you can resonate with themes of that Nak.

✵ I’ve personally observed people embody the physical traits of whatever there AK planet is.

✵ Ex: even if you don’t have primary placements in Ashlesha, if you’re AK planet is in Ashlesha, you might physically look like other Ashlesha natives.

Related: your soul planet & your mission in this lifetime

Atmakaraka through the houses: how does your soul’s purpose manifest in this life time

#vedic astrology #astrology #astro observations #astrology observations #ascendant #lagna #lagnesh #Atmakaraka #soul planet #moon #ketu #chart ruler #starsandsuch #2024

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