Machine-learning enhanced compiler
S Srinivasan, ST RAJAVEL, VK Nakkala… - US Patent …, 2023 - Google Patents
A method includes storing a base model generated using base data and receiving training
data generated by compiling circuit designs. The method also includes generating, using the …
data generated by compiling circuit designs. The method also includes generating, using the …
Methods and systems to discover special outcomes in an instruction set architecture via formal methods
GA Kemp, B Cockcroft, D Chatterjee… - US Patent …, 2023 - Google Patents
A method, computer program product, and/or system is disclosed for identifying special
cases for testing an integrated circuit that includes defining interesting cases, preferably by a …
cases for testing an integrated circuit that includes defining interesting cases, preferably by a …
Autoregressive graph generation machine learning models
H Dai, A Nazi, Y Li, B Dai, DE Schuurmans - US Patent 11,947,503, 2024 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for generating data defining a graph. In one aspect, a method comprises …
storage medium, for generating data defining a graph. In one aspect, a method comprises …
Topological ordering of blockchain associated proposals
A processor may record one or more transaction proposals regardless of validity of the one
or more transaction proposals. The processor may separate a transaction validation into a …
or more transaction proposals. The processor may separate a transaction validation into a …
System and method for post-training quantization of deep neural networks with per-channel quantization mode selection
F Cakir, M El-Khamy, J Lee - US Patent App. 17/173,107, 2022 - Google Patents
(57) ABSTRACT A method and system are provided. The method includes topologically
sorting layers of a neural network, selecting a quantization process that utilizes a …
sorting layers of a neural network, selecting a quantization process that utilizes a …
Methods and apparatus to process a machine learning model in a multi-process web browser environment
N Hu - US Patent App. 17/059,986, 2021 - Google Patents
Methods, apparatus, systems and articles of manufacture to process a machine learning
model in a multi-process web browser environment are disclosed. An example apparatus …
model in a multi-process web browser environment are disclosed. An example apparatus …
Machine-learning enhanced compiler
S Srinivasan, ST RAJAVEL, VK Nakkala… - US Patent …, 2022 - Google Patents
A method includes generating a netlist for a circuit design and predicting, by applying a first
machine learning model to the netlist, a first compile time for the circuit design. The method …
machine learning model to the netlist, a first compile time for the circuit design. The method …