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By Ather Fawaz
Half is a new binary floating-point type in .NET 5 Preview 7 to speed up ML workflows
by Ather Fawaz
In .NET 5 Preview 7, Microsoft has now introduced another floating-point datatype alongside the standard Float and Double. Dubbed Half, the new datatype is equivalent to binary16, which is specified in the IEEE 754 standard for floating-point arithmetic.
Unlike Float and Double in C#, which occupy 32 bits and 64 bits respectively, Half will be based on 16 bits. These bits will be split as follows: one sign bit, five exponent bits, and 10 mantissa bits. Taken together, Half can represent and store values in the range ±65504. This decrease in precision is where the datatype gets its name from in the first place. One rather strange implication of this format is that a Half can store both positive zero and negative zero:
1 00000 0000000000 = -0 0 00000 0000000000 = +0 Computations in machine learning take advantage of the decreased precision to speed up calculations and cut down on storage space. So, this would probably be the primary use case for a Half. Furthermore, you will be able to store a Half using a Float or Double, but the inverse won't be true without a loss of precision since you will be transitioning to lesser bits. Moreover, it is to be noted that:
It is expected that the Half will find its way into many codebases and will soon be supported in C# as a half datatype as it promises faster computation and efficiency in ML workflows. Further details can be found here.
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By News Staff
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By News Staff
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Stick with Neowin Deals and earn credit or even deeper discounts.
Check out our recent deals here or on the Neowin Deals site. For every $25 spent, you get $1 credit added to your Neowin Deals account. Refer the deal for $10 credit via social media or email and if it results in a purchase of at least $10, you'll get $10 credit added to your account. 10% off for first-time buyers: be sure not to dismiss the popup offer to subscribe to email updates on the deals page in order to profit! Not for you?
If this offer doesn't interest you, why not check out our giveaways on the Neowin Deals website? There's also a bunch of freebies you can check out here
Miscellany and the fine print!
In some cases, such as with Online Courses, a store credit refund within 15 days of purchase is possible if you are unhappy with it; this does not apply to all deals, so please do check the terms on the page before making a purchase.
Check our other recent deals, before they expire, or our preferred partner software.
How can I disable these posts? Click here.
Disclosure: This is a StackCommerce deal or giveaway in partnership with Neowin; an account at StackCommerce is required to participate in any deals or giveaways. For a full description of StackCommerce's privacy guidelines, go here. Neowin benefits from shared revenue of each sale made through our branded deals site, and it all goes toward the running costs. *Values or percentages mentioned above are subject to StackCommerce's own determination of retail pricing.
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By News Staff
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by Steven Parker
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See all discounted Online Courses on offer. This is a time-limited deal.
Save even more!
Stick with Neowin Deals and earn credit or even deeper discounts.
Check out our recent deals here or on the Neowin Deals site. For every $25 spent, you get $1 credit added to your Neowin Deals account. Refer the deal for $10 credit via social media or email and if it results in a purchase of at least $10, you'll get $10 credit added to your account. 10% off for first-time buyers: be sure not to dismiss the popup offer to subscribe to email updates on the deals page in order to profit! Not for you?
If this offer doesn't interest you, why not check out our giveaways on the Neowin Deals website? There's also a bunch of freebies you can check out here.
Miscellany and the fine print!
In some cases, such as with Online Courses, a store credit refund within 15 days of purchase is possible if you are unhappy with it; this does not apply to all deals, so please do check the terms on the page before making a purchase.
Check our other recent deals, before they expire, or our preferred partner software.
How can I disable these posts? Click here.
Disclosure: This is a StackCommerce deal or giveaway in partnership with Neowin; an account at StackCommerce is required to participate in any deals or giveaways. For a full description of StackCommerce's privacy guidelines, go here. Neowin benefits from shared revenue of each sale made through our branded deals site, and it all goes toward the running costs. *Values or percentages mentioned above are subject to StackCommerce's own determination of retail pricing.
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Question
;I want to use an online editor that supports both unicode and TT font, because TT fonts at: https://fontvilla.com/vaporwave-text/ are only supported for some layout tools and uniocde is supported for the browser editors. How can I transform it into a true style native font[ say ML Revathi or Karthika] when using a Unicode font[ mostly IME based Malayalam, India]. What encoding method can I use. It is better to have an example of experienced coding.
C#/ASp.net
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