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

Intel Corporation

Inventor(s)

Uzi Sarel of Zichron-Yaakov (IL)

Ehud Cohen of Kiryat Motskin (IL)

Tomer Schwartz of Even Yehuda (IL)

Amitai Armon of Tel-Aviv (IL)

Yahav Shadmiy of Ramat Gan (IL)

Amit Bleiweiss of Yad Binyamin (IL)

Gal Leibovich of Kiryat Yam (IL)

Jeremie Dreyfuss of Raanana (IL)

Lev Faivishevsky of Kfar Saba (IL)

Tomer Bar-on of Petah Tikva (IL)

Yaniv Fais of Tel Aviv (IL)

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.