Apple’s M1 chip with the neural engine — what is it, and why is it so disruptive?

Dr. Know-it-all Knows it all

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This one’s been requested a lot–hope you enjoy!

Wherein Dr. Know-it-all discusses Apple’s new M1 chip, with an integrated System on Chip, and of special interest, the neural engine. How will this RISC/ARM based computer chip hold up to the IBM hegemony? How will the M1 do on battery life? And especially, what the heck is the neural engine, and how does it help AI and Machine Learning. What is the common use-case for the M1 Neural Engine? Could a Mac Mini train real world Machine Learning models? Watch and find out!

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Links:
https://www.apple.com/apple-events/november-2020/
https://www.apple.com/mac/m1/
https://medium.com/datadriveninvestor/apples-m1-chip-is-exactly-what-machine-learning-needs-507db0d646ae
https://www.volico.com/apple-m1-processor-revolutionize-machine-learning-capabilities/
https://www.macrumors.com/2020/11/30/m1-chip-speed-explanation-developer/
https://www.macworld.co.uk/news/how-good-is-apples-m1-chip-really-3797893/
https://techcrunch.com/2020/11/17/yeah-apples-m1-macbook-pro-is-powerful-but-its-the-battery-life-that-will-blow-you-away/
https://www.ibtimes.com/apples-new-m1-chip-better-intel-processors-review-gives-answers-3084636

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rel="bookmark">10 Secret GPT-4 Tips And Tricks (How To Use GPT-4)(GPT-4 Tutorial)</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/10-secret-gpt-4-tips-and-tricks-how-to-use-gpt-4gpt-4-tutorial/" rel="bookmark"><time class="entry-date published updated" datetime="2023-03-16T00:54:36-07:00">March 16, 2023</time></a></span><span class="byline"><i class="far fa-user-circle"></i><span class="author vcard"><a class="url fn n" href="https://theengineeringofconsciousexperience.com/author/theaigrid/">TheAIGRID</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 22 thoughts on “<span>Apple’s M1 chip with the neural engine — what is it, and why is it so disruptive?</span>” </h5> <ol class="comment-list"> <li id="comment-204664" class="comment even thread-even depth-1"> <article id="div-comment-204664" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCZ4sfGIetJVti9wK0SuyeGQ" class="url" rel="ugc external nofollow">Βύρωνας Λαδιάς</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204664"><time datetime="2020-12-11T10:12:10-07:00">December 11, 2020 at 10:12 am</time></a> </div> </footer> <div class="comment-content"> <p>thank you for speaking on this!! it’s truly amazing what they did with that chip. the whole mac lineup is gonna be unbeatable</p> </div> </article> </li> <li id="comment-204663" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204663" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCZ4sfGIetJVti9wK0SuyeGQ" class="url" rel="ugc external nofollow">Βύρωνας Λαδιάς</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204663"><time datetime="2020-12-11T10:21:03-07:00">December 11, 2020 at 10:21 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=5dAuxkKix4w&t=4m35s">4:35</a> actually, they started with A4!</p> </div> </article> </li> <li id="comment-204662" class="comment even thread-even depth-1"> <article id="div-comment-204662" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC4XOlD_pFO_lhiZviVGSQ_g" class="url" rel="ugc external nofollow">cerealspiller</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204662"><time datetime="2020-12-11T10:47:50-07:00">December 11, 2020 at 10:47 am</time></a> </div> </footer> <div class="comment-content"> <p>Actually, ARM-based laptops already exist. The MS Surface Pro X is just one example.</p> </div> </article> </li> <li id="comment-204661" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204661" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCcN5E-YRsjEXBqZEO53iZfw" class="url" rel="ugc external nofollow">VanGilder Michael</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204661"><time datetime="2020-12-11T13:26:18-07:00">December 11, 2020 at 1:26 pm</time></a> </div> </footer> <div class="comment-content"> <p>I thought it was pretty obvious that the (x86) architecture was dead, when Intel allowed AMD to catch up. And then surpass INTEL in performance of the(x86). I think that (Optane ) memory that INTEL spent a good chunk of time perfecting. I think it will play an enormous role in a neural processor. And when it all settled down, A (worthy) processor will emerge.</p> </div> </article> </li> <li id="comment-204660" class="comment even thread-even depth-1"> <article id="div-comment-204660" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC3wnQhb__E5aFQPflXvBX4g" class="url" rel="ugc external nofollow">Peter Silva</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204660"><time datetime="2020-12-11T14:37:11-07:00">December 11, 2020 at 2:37 pm</time></a> </div> </footer> <div class="comment-content"> <p>ARM is doomed. RISC V will crush it. RISCV is to ARM, as Linux is to Windows. Much more customizable, with instruction set<br />extensions to allow new applications like ML. Examples:</p> <p><a href="https://www.hpcwire.com/2020/12/08/esperanto-unveils-ml-chip-with-nearly-1100-risc-v-cores/">https://www.hpcwire.com/2020/12/08/esperanto-unveils-ml-chip-with-nearly-1100-risc-v-cores/</a></p> <p><a href="https://www.prnewswire.com/news-releases/micro-magic-inc-delivers-worlds-highest-performancepower-risc-v-core-301183261.html">https://www.prnewswire.com/news-releases/micro-magic-inc-delivers-worlds-highest-performancepower-risc-v-core-301183261.html</a></p> <p><a href="https://www.extremetech.com/computing/318229-seagate-announces-its-own-risc-v-cores-for-future-storage-controllers">https://www.extremetech.com/computing/318229-seagate-announces-its-own-risc-v-cores-for-future-storage-controllers</a></p> </div> </article> </li> <li id="comment-204659" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204659" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCvmdOjiCbh_HtnJ2DOWJt6w" class="url" rel="ugc external nofollow">Ramesh Vemulapalli</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204659"><time datetime="2020-12-11T16:37:11-07:00">December 11, 2020 at 4:37 pm</time></a> </div> </footer> <div class="comment-content"> <p>seems like most of your episode is based on information you gathered. We appreciate if you can go in-depth into the topics with your own expertise/analysis.</p> </div> </article> </li> <li id="comment-204658" class="comment even thread-even depth-1"> <article id="div-comment-204658" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCdpUEMoP3a774Mfc716S_Sw" class="url" rel="ugc external nofollow">David Antill</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204658"><time datetime="2020-12-11T17:25:52-07:00">December 11, 2020 at 5:25 pm</time></a> </div> </footer> <div class="comment-content"> <p>Can you please cover the black boxes within neural networks. Do computers actually make up their own intermediate all purpose secret languages for translation purposes and could such a language by useful for us to use (a computer's version of Esperanto?)?</p> </div> </article> </li> <li id="comment-204657" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204657" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC-cJbGTsDWrUJl_635pdrDw" class="url" rel="ugc external nofollow">David Larson</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204657"><time datetime="2020-12-11T18:26:59-07:00">December 11, 2020 at 6:26 pm</time></a> </div> </footer> <div class="comment-content"> <p>wow. I think your info is a bit out of date. All so-called CISC processors went to a RISC-style microcode a long time ago. The whole CISC versus RISC thing is not relevant anymore.<br />Also, I hope this works out as Intel has been not innovating for many years, which is the real reason the M1 is doing so well. It is 5nm and that accounts for most of its performance and power usage numbers that you mistakenly attribute to CISC vs RISC.</p> </div> </article> </li> <li id="comment-204656" class="comment even thread-even depth-1"> <article id="div-comment-204656" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCm7azYIe02RUS_w8PMpYe0w" class="url" rel="ugc external nofollow">Adventures Galore</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204656"><time datetime="2020-12-12T02:10:12-07:00">December 12, 2020 at 2:10 am</time></a> </div> </footer> <div class="comment-content"> <p>I'm really enjoying your videos. Your topics are exactly what I enjoy speculating about. Great Job! Could I ask you to do an episode about LTE, 5G and the new 6G network protocols. You could also comment on Dishy Mcflatface from Starlink if you have any info on that.</p> </div> </article> </li> <li id="comment-204655" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204655" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCjMJ3EdT0w6Gtg5JHx_pCRg" class="url" rel="ugc external nofollow">couka</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204655"><time datetime="2020-12-12T05:28:07-07:00">December 12, 2020 at 5:28 am</time></a> </div> </footer> <div class="comment-content"> <p>"why is it so disruptive?" It's not. It's a modern ARM-SoC like the Snapdragon lineup, with the performance advantage you would expect looking at the higher power consumption.<br />The disruptive part is that Apple's Desktop OS – including a wide range of applications – runs on such an ARM-SoC now, and Microsoft's cannot.</p> </div> </article> </li> <li id="comment-204654" class="comment even thread-even depth-1"> <article id="div-comment-204654" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCRywgkJyiAu514lnkJB8PQw" class="url" rel="ugc external nofollow">Heinrich Peter Maria Radojewski Schäfer Leverkusen</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204654"><time datetime="2020-12-12T06:05:43-07:00">December 12, 2020 at 6:05 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=5dAuxkKix4w&t=13m50s">13:50</a>, the crux of the matter, only inferencing</p> </div> </article> </li> <li id="comment-204653" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204653" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCgdFB_nCsrEWD3zX6gcHb-w" class="url" rel="ugc external nofollow">Simply Human</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204653"><time datetime="2020-12-12T06:57:13-07:00">December 12, 2020 at 6:57 am</time></a> </div> </footer> <div class="comment-content"> <p>Oh boy. Years of buggy code and broken apps coming soon. Not to mention intrusive spyware.</p> </div> </article> </li> <li id="comment-204652" class="comment even thread-even depth-1"> <article id="div-comment-204652" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCyaqzGkUw0siCuVlL5EyItA" class="url" rel="ugc external nofollow">Ly Nguyễn</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204652"><time datetime="2020-12-12T06:57:58-07:00">December 12, 2020 at 6:57 am</time></a> </div> </footer> <div class="comment-content"> <p>Do youes knows abouts the Walsh Hadamard transform?</p> </div> </article> </li> <li id="comment-204651" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204651" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCIJ5eHrsfgg7D5u6LX3EtWg" class="url" rel="ugc external nofollow">Mad Calm</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204651"><time datetime="2020-12-12T07:30:12-07:00">December 12, 2020 at 7:30 am</time></a> </div> </footer> <div class="comment-content"> <p>SISK chips have highly developed branch prediction & pre-executuion thats why the're so performant</p> </div> </article> </li> <li id="comment-204650" class="comment even thread-even depth-1"> <article id="div-comment-204650" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCC_7chZXNXgaBKTmQxn64gQ" class="url" rel="ugc external nofollow">Jim Parsons</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204650"><time datetime="2020-12-12T08:06:44-07:00">December 12, 2020 at 8:06 am</time></a> </div> </footer> <div class="comment-content"> <p>You tell us see the links below, but none of them are there!</p> </div> </article> </li> <li id="comment-204649" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204649" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCeaJRawxilbgUk4Eh4wv1wA" class="url" rel="ugc external nofollow">Goobfilm cast</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204649"><time datetime="2020-12-12T22:53:55-07:00">December 12, 2020 at 10:53 pm</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=5dAuxkKix4w&t=1m19s">1:19</a> …… Not "Attempting" ….. this mainstream product is in the mass market….. They have succeeded…… and not to be crass but Apple is going to sell a poop load of the M1 equipped Macs over the Q4 2020 and Q1 2021 ….. and many more with improved M-series chips in the not-so-distant future…….</p> </div> </article> </li> <li id="comment-204648" class="comment even thread-even depth-1"> <article id="div-comment-204648" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCS6Ew1VDMKbe0eIRlTfbhCg" class="url" rel="ugc external nofollow">Turra Firma</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204648"><time datetime="2020-12-13T02:42:51-07:00">December 13, 2020 at 2:42 am</time></a> </div> </footer> <div class="comment-content"> <p>Super interesting topic thank you</p> </div> </article> </li> <li id="comment-204647" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204647" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCXLvxRhgf3vlVqXQ2TZMa1Q" class="url" rel="ugc external nofollow">R-by Bacani</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204647"><time datetime="2020-12-13T08:38:08-07:00">December 13, 2020 at 8:38 am</time></a> </div> </footer> <div class="comment-content"> <p>This is a good content foor sure!!!! OVER CLOCK M1 CHip if you can!!!!!</p> </div> </article> </li> <li id="comment-204646" class="comment even thread-even depth-1"> <article id="div-comment-204646" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCDnx7gjxExW6Zzbkp_dbnqw" class="url" rel="ugc external nofollow">Celltypespecific 89</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204646"><time datetime="2020-12-13T10:47:58-07:00">December 13, 2020 at 10:47 am</time></a> </div> </footer> <div class="comment-content"> <p>Way too many ads…you need to develop your audience base first.</p> </div> </article> </li> <li id="comment-204645" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204645" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCy3p_1k9R9IZoxGa7Hb4IdQ" class="url" rel="ugc external nofollow">James Dubben</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204645"><time datetime="2020-12-13T20:07:39-07:00">December 13, 2020 at 8:07 pm</time></a> </div> </footer> <div class="comment-content"> <p>I just think back on all the apple stuff I never bought and sent to a landfill. Looks like a continuous upgrade venture to me</p> </div> </article> </li> <li id="comment-204644" class="comment even thread-even depth-1"> <article id="div-comment-204644" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC1NmHEVCp56Oyr0_OjnAAvQ" class="url" rel="ugc external nofollow">Gaspar Segura</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204644"><time datetime="2020-12-14T11:56:46-07:00">December 14, 2020 at 11:56 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=5dAuxkKix4w&t=4m52s">4:52</a> Not actually die size but features size</p> </div> </article> </li> <li id="comment-204643" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-204643" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCrVw9pveRNXUTpWtxRPcsgA" class="url" rel="ugc external nofollow">KMSMista</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/apples-m1-chip-with-the-neural-engine-what-is-it-and-why-is-it-so-disruptive/#comment-204643"><time datetime="2020-12-15T05:01:28-07:00">December 15, 2020 at 5:01 am</time></a> </div> </footer> <div class="comment-content"> <p>so many fuckups in this video, I cant take you seriously.</p> </div> </article> </li> </ol> <p class="no-comments">Comments are closed.</p> </div> </main> </div> <div class="col-md-3 px-lg-3 "> </div> </div> </div> </div> <footer id="colophon" class="site-footer"> <div class="container"> <div class="row"> <div class="col-md-12 text-center"> <div class="site-info"> <span> Powered By: <a href="https://wordpress.org/" target="_blank">WordPress</a> </span> <span class="sep"> | </span> <span> Theme: <a href="https://odiethemes.com/themes/magazinebook/" target="_blank">MagazineBook</a> By OdieThemes </span> </div> </div> </div> </div> </footer> </div> <script>(function(){var advanced_ads_ga_UID="UA-88163215-1",advanced_ads_ga_anonymIP=!!1;window.advanced_ads_check_adblocker=function(){var t=[],n=null;function e(t){var n=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||function(t){return setTimeout(t,16)};n.call(window,t)}return e((function(){var a=document.createElement("div");a.innerHTML=" ",a.setAttribute("class","ad_unit ad-unit text-ad text_ad pub_300x250"),a.setAttribute("style","width: 1px !important; 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