Intel corporation (20240160910). VARIABLE PRECISION AND MIX TYPE REPRESENTATION OF MULTIPLE LAYERS IN A NETWORK simplified abstract

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 20240160910 titled 'VARIABLE PRECISION AND MIX TYPE REPRESENTATION OF MULTIPLE LAYERS IN A NETWORK

Simplified Explanation

The patent application describes an apparatus with multiple execution units that expose embedded cast operations in load or store instructions, determine a target precision level for the cast operations, and load them at the target precision level.

• The apparatus comprises a plurality of execution units with different types, including hardware logic to handle embedded cast operations.
• The logic in the apparatus determines the precision level needed for the cast operations and loads them accordingly.

Potential Applications

This technology could be applied in:

• High-performance computing systems
• Data processing units in IoT devices

Problems Solved

This technology addresses:

• Efficient handling of cast operations in load and store instructions
• Improved precision in data processing tasks

Benefits

The benefits of this technology include:

• Enhanced performance in executing cast operations
• Optimal precision levels for data processing tasks

Potential Commercial Applications

Optimized for SEO: "Commercial Applications of Embedded Cast Operations Technology"

• Cloud computing services
• Semiconductor manufacturing industry

Possible Prior Art

There is no prior art known at this time.

Unanswered Questions

How does this technology impact power consumption in the apparatus?

The patent application does not provide information on the power consumption implications of implementing this technology.

Are there any limitations to the target precision level that can be achieved with this technology?

The patent application does not discuss any potential limitations on the precision levels that can be achieved with this technology.

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.