Abstract: Methods, systems, and techniques for evaluating natural language processing models are disclosed. A method of evaluating natural language processing models comprises: obtaining a dataset for a particular application comprising a plurality of data pairs; applying the plurality of data pairs to each of a plurality of natural language processing models, wherein each of the plurality of natural language processing models outputs respective embedding representations of the plurality of data pairs; classifying the respective embedding representations of the plurality of data pairs output from each of the plurality of natural language processing models using a classifier trained to classify the data pairs; and comparing classification results of the classifier on the respective embedding representations of the data pairs output from each of the plurality of natural language processing models to evaluate the plurality of natural language processing models for the particular application.

Abstract: As described herein, a tool records a log (or trace) of all sources of non-determinism in the system. In most of the cases, it's enough to log all transitions and the exact timestamps at all the entry and exit points of the system. By using this information it is possible to recreate a cycle accurate execution of the hardware system in simulation. Unlike CHIPSCOPE and SIGNALTAP which let you monitor a small number of signals in the design, the tool provides visibility into the whole system.

Abstract: As described herein, a tool records a log (or trace) of all sources of non-determinism in the system. In most of the cases, it's enough to log all transitions and the exact timestamps at all the entry and exit points of the system. By using this information it is possible to recreate a cycle accurate execution of the hardware system in simulation. Unlike CHIPSCOPE and SIGNALTAP which let you monitor a small number of signals in the design, the tool provides visibility into the whole system.

Abstract: As described herein, a tool records a log (or trace) of all sources of non-determinism in the system. In most of the cases, it's enough to log all transitions and the exact timestamps at all the entry and exit points of the system. By using this information it is possible to recreate a cycle accurate execution of the hardware system in simulation. Unlike CHIPSCOPE and SIGNALTAP which let you monitor a small number of signals in the design, the tool provides visibility into the whole system.

Abstract: As described herein, a tool records a log (or trace) of all sources of non-determinism in the system. In most of the cases, it's enough to log all transitions and the exact timestamps at all the entry and exit points of the system. By using this information it is possible to recreate a cycle accurate execution of the hardware system in simulation. Unlike CHIPSCOPE and SIGNALTAP which let you monitor a small number of signals in the design, the tool provides visibility into the whole system.