View source for 18527734. VARIABLE PRECISION AND MIX TYPE REPRESENTATION OF MULTIPLE LAYERS IN A NETWORK simplified abstract (Intel Corporation)

=VARIABLE PRECISION AND MIX TYPE REPRESENTATION OF MULTIPLE LAYERS IN A NETWORK=


==Organization Name==

[[:Category:Intel Corporation|Intel Corporation]]


[[Category:Intel Corporation]]

==Inventor(s)==

[[:Category:Uzi Sarel of Zichron-Yaakov (IL)|Uzi Sarel of Zichron-Yaakov (IL)]][[Category:Uzi Sarel of Zichron-Yaakov (IL)]]

[[:Category:Ehud Cohen of Kiryat Motskin (IL)|Ehud Cohen of Kiryat Motskin (IL)]][[Category:Ehud Cohen of Kiryat Motskin (IL)]]

[[:Category:Tomer Schwartz of Even Yehuda (IL)|Tomer Schwartz of Even Yehuda (IL)]][[Category:Tomer Schwartz of Even Yehuda (IL)]]

[[:Category:Amitai Armon of Tel-Aviv (IL)|Amitai Armon of Tel-Aviv (IL)]][[Category:Amitai Armon of Tel-Aviv (IL)]]

[[:Category:Yahav Shadmiy of Ramat Gan (IL)|Yahav Shadmiy of Ramat Gan (IL)]][[Category:Yahav Shadmiy of Ramat Gan (IL)]]

[[:Category:Amit Bleiweiss of Yad Binyamin (IL)|Amit Bleiweiss of Yad Binyamin (IL)]][[Category:Amit Bleiweiss of Yad Binyamin (IL)]]

[[:Category:Gal Leibovich of Kiryat Yam (IL)|Gal Leibovich of Kiryat Yam (IL)]][[Category:Gal Leibovich of Kiryat Yam (IL)]]

[[:Category:Jeremie Dreyfuss of Raanana (IL)|Jeremie Dreyfuss of Raanana (IL)]][[Category:Jeremie Dreyfuss of Raanana (IL)]]

[[:Category:Lev Faivishevsky of Kfar Saba (IL)|Lev Faivishevsky of Kfar Saba (IL)]][[Category:Lev Faivishevsky of Kfar Saba (IL)]]

[[:Category:Tomer Bar-on of Petah Tikva (IL)|Tomer Bar-on of Petah Tikva (IL)]][[Category:Tomer Bar-on of Petah Tikva (IL)]]

[[:Category:Yaniv Fais of Tel Aviv (IL)|Yaniv Fais of Tel Aviv (IL)]][[Category:Yaniv Fais of Tel Aviv (IL)]]

[[:Category:Jacob Subag of Kiryat Haim (IL)|Jacob Subag of Kiryat Haim (IL)]][[Category:Jacob Subag of Kiryat Haim (IL)]]

==VARIABLE PRECISION AND MIX TYPE REPRESENTATION OF MULTIPLE LAYERS IN A NETWORK - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18527734 titled 'VARIABLE PRECISION AND MIX TYPE REPRESENTATION OF MULTIPLE LAYERS IN A NETWORK

==Simplified Explanation==

The abstract describes an apparatus that includes different types of execution units and logic to expose embedded cast operations in load or store instructions, determine a target precision level for the cast operations, and load the cast operations at the target precision level.

* The apparatus comprises a plurality of execution units with hardware logic to handle embedded cast operations.
* The logic determines the precision level needed for the cast operations and loads them accordingly.

== Potential Applications ==
This technology could be applied in various fields such as data processing, image processing, and scientific computing.

== Problems Solved ==
This technology solves the problem of efficiently handling cast operations within load and store instructions.

== Benefits ==
The benefits of this technology include improved performance, reduced power consumption, and increased efficiency in processing cast operations.

== Potential Commercial Applications ==
Potential commercial applications of this technology could be in high-performance computing systems, embedded systems, and data centers.

== Possible Prior Art ==
One possible prior art could be the use of specialized hardware units for specific operations in processors.

== Unanswered Questions ==

=== How does this technology impact the overall performance of the system? ===
The article does not provide specific details on how the technology affects the overall performance of the system.

=== Are there any limitations to the target precision level for the cast operations? ===
The article does not address any potential limitations to the target precision level for the cast operations.


==Original Abstract Submitted==

In an example, an apparatus comprises a plurality of execution units comprising at least a first type of execution unit and a second type of execution unit and logic, at least partially including hardware logic, to expose embedded cast operations in at least one of a load instruction or a store instruction; determine a target precision level for the cast operations; and load the cast operations at the target precision level. Other embodiments are also disclosed and claimed.



[[Category:G06N3/063]]
[[Category:G06F9/30]]
[[Category:G06N3/044]]
[[Category:G06N3/045]]
[[Category:G06N3/084]]