Nvidia Patent Applications

Layout Parasitics and Device Parameter Prediction using Graph Neural Networks

Granted: July 27, 2023
Application Number: 20230237313
A graph neural network to predict net parasitics and device parameters by transforming circuit schematics into heterogeneous graphs and performing predictions on the graphs. The system may achieve an improved prediction rate and reduce simulation errors.

Staggered Dual-Side Multi-Chip Interconnect

Granted: June 22, 2023
Application Number: 20230197696
Layout techniques for chip packages on printed circuit boards are disclosed that address the multivariate problem of minimizing routing distances for high-speed I/O pins between chip packages while simultaneously providing for the rapid provision of transient power demands to the chip packages. The layout techniques may also enable improved thermal management for the chip packages.

SLEW SIGNAL SHAPER CIRCUIT

Granted: June 22, 2023
Application Number: 20230197127
To mitigate pulse shape degradation along a signal route, the signal is driven from two ends. One end of the route is loaded and the other is relatively unloaded. The loaded route and unloaded route may traverse two different metal layers on a printed circuit board. The two routes may thus be related such that the unloaded route has less RC distortion effects on the signal than does the loaded route.

CAMERA BLOCKAGE DETECTION FOR AUTONOMOUS DRIVING SYSTEMS

Granted: June 15, 2023
Application Number: 20230186639
Systems and methods for detecting blockages in images are described. An example method may include receiving a plurality of images captured by a camera installed on an apparatus. The method may include identifying one or more candidate blocked regions in the plurality of images. Each of the candidate blocked regions may contain image data caused by blockages in the camera's field-of-view. The method may further include assigning scores to the one or more candidate blocked regions based…

SYSTEMS AND METHODS FOR DETECTION OF CRYPTOCURRENCY MINING USING PROCESSOR METADATA

Granted: May 4, 2023
Application Number: 20230133110
A system and method may determine if a class of process (e.g. NN execution, cryptocurrency mining, graphic processing) is executing on a processor, or which class is executing, by calculating or determining features from execution telemetry or measurements collected from processors executing processes, and determining from at least a subset of the features the likelihood that the processor is executing the class of process. Execution telemetry may include data regarding or describing the…

SYSTEMS AND METHODS FOR DETECTION OF CRYPTOCURRENCY MINING USING PROCESSOR METADATA

Granted: May 4, 2023
Application Number: 20230133110
A system and method may determine if a class of process (e.g. NN execution, cryptocurrency mining, graphic processing) is executing on a processor, or which class is executing, by calculating or determining features from execution telemetry or measurements collected from processors executing processes, and determining from at least a subset of the features the likelihood that the processor is executing the class of process. Execution telemetry may include data regarding or describing the…

SOFTWARE-DIRECTED DIVERGENT BRANCH TARGET PRIORITIZATION

Granted: April 13, 2023
Application Number: 20230115044
Instruction set architecture extensions to configure priority ordering of divergent target branch instructions on SIMT computing platforms to enable tools such as compilers (e.g., under influence of execution profilers) or human software developers to configure branch direction prioritization explicitly in code. Extensions for simple (two-way) branch instructions as well as multi-target (more than two branch target instructions) are disclosed.

ADVERSARIAL SCENARIOS FOR SAFETY TESTING OF AUTONOMOUS VEHICLES

Granted: March 16, 2023
Application Number: 20230079196
Techniques to generate driving scenarios for autonomous vehicles characterize a path in a driving scenario according to metrics such as narrowness and effort. Nodes of the path are assigned a time for action to avoid collision from the node. The generated scenarios may be simulated in a computer.

CURRENT FLATTENING CIRCUIT FOR PROTECTION AGAINST POWER SIDE CHANNEL ATTACKS

Granted: February 23, 2023
Application Number: 20230053487
Various implementations of a current flattening circuit are disclosed, including those utilizing a feedback current regulator, a feedforward current regulator, and a constant current source.

MEMORY INTERFACE WITH REDUCED ENERGY TRANSMIT MODE

Granted: February 9, 2023
Application Number: 20230043152
PAM encoding techniques that leverage unused idle periods in channels between data transmissions to apply longer but more energy-efficient codes. To improve energy savings, multiple sparse encoding schemes may be utilized selectively to fit different sized gaps in the traffic. These approaches may provide energy reductions, for example with memory READ and WRITE traffic, when transferring 4-bit data using 3-symbol sequences.

CONVERGENCE AMONG CONCURRENTLY EXECUTING THREADS

Granted: February 9, 2023
Application Number: 20230038061
Convergence of threads executing common code sections is facilitated using instructions inserted at strategic locations in computer code sections. The inserted instructions enable the threads in a warp or other group to cooperate with a thread scheduler to promote thread convergence.

MEMORY INTERFACE WITH REDUCED ENERGY TRANSMIT MODE

Granted: February 9, 2023
Application Number: 20230043152
PAM encoding techniques that leverage unused idle periods in channels between data transmissions to apply longer but more energy-efficient codes. To improve energy savings, multiple sparse encoding schemes may be utilized selectively to fit different sized gaps in the traffic. These approaches may provide energy reductions, for example with memory READ and WRITE traffic, when transferring 4-bit data using 3-symbol sequences.

CONVERGENCE AMONG CONCURRENTLY EXECUTING THREADS

Granted: February 9, 2023
Application Number: 20230038061
Convergence of threads executing common code sections is facilitated using instructions inserted at strategic locations in computer code sections. The inserted instructions enable the threads in a warp or other group to cooperate with a thread scheduler to promote thread convergence.

AREA EFFICIENT MEMORY CELL READ DISTURB MITIGATION

Granted: December 22, 2022
Application Number: 20220406371
A machine memory includes multiple memory cells. Word lines, each with at least one word line driver, are coupled to the memory cells along rows. The word line drivers of at least some adjacent pairs of the word lines are coupled together by a pull-down transistor, in a manner that reduces read disturb of the memory cells.

CMOS SIGNALING FRONT END FOR EXTRA SHORT REACH LINKS

Granted: November 3, 2022
Application Number: 20220353115
A transceiver circuit includes a receiver front end utilizing a ring oscillator, and a transmitter front end utilizing a pass-gate circuit in a first feedback path across a last-stage driver circuit. The transceiver circuit provides low impedance at low frequency and high impedance at high frequency, and desirable peaking behavior.

Clock Data Recovery Convergence In Modulated Partial Response Systems

Granted: September 29, 2022
Application Number: 20220311592
A clock data recovery circuit detects illegal decisions for received data, accumulates a phase gradient for the data, determines a number of the illegal decisions in a configured window for receiving the data, and if the number of the illegal decisions exceeds a pre-defined number in the window, applies a sum of the accumulated phase gradient and a phase increment having a sign of the accumulated phase gradient to a clock circuit for the data receiver.

METHOD FOR ASSESSING THE QUALITY OF A ROBOTIC GRASP ON 3D DEFORMABLE OBJECTS

Granted: September 22, 2022
Application Number: 20220297297
Candidate grasping models of a deformable object are applied to generate a simulation of a response of the deformable object to the grasping model. From the simulation, grasp performance metrics for stress, deformation controllability, and instability of the response to the grasping model are obtained, and the grasp performance metrics are correlated with robotic grasp features.

Reinforcement driven standard cell placement

Granted: September 15, 2022
Application Number: 20220292335
An automatic standard cell layout generator that generates circuit layouts for an industry standard cell library on an advanced technology node leverages reinforcement learning (RL) to generate device placements in the layouts and also to fix design rule violations during routing. A genetic algorithm is utilized to generate routing candidates to which a reinforcement learning model is applied to correct the design rule constraint violations incrementally. A design rule checker provides…

Phase Locked Loop with Low Reference Spur

Granted: September 8, 2022
Application Number: 20220286138
A calibration circuit including multiple charge pumps supplying a voltage controlled oscillator along different paths, one path being an integration path from a first one of the charge pumps to the voltage controlled oscillator, and one path being a proportional path from a second one of the charge pumps to the voltage controlled oscillator. A phase locked loop of the calibration circuit utilizes a switch capacitor circuit to reduce reference spur and improve the accuracy of clock edges…

TECHNIQUES TO IMPROVE CURRENT REGULATOR CAPABILITY TO PROTECT THE SECURED CIRCUIT FROM POWER SIDE CHANNEL ATTACK

Granted: May 12, 2022
Application Number: 20220149728
This disclosure relates to current flattening circuits for an electrical load. The current flattening circuits incorporate randomize various parameters to add noise onto the supply current. This added noise may act to reduce the signal to noise ratio in the supply current, increasing the difficulty of identifying a computational artifact signal from power rail noise.