Abstract: An embodiment analyzes an inference request to determine a set of parameters of execution and analyzes a computing environment of a Large Language Model (LLM) to extract a set of parameters of environment. A MIG in the set of MIGs in the environment includes a set of slices of a corresponding GPU (set of MIG slices). A profile is selected from a profiles database using some of the parameters of execution and some of the parameters of environment. By sending a set of instructions to a controller associated with the MIG, the controller is caused to modify an amount of a computing resource available to a MIG slice in the set of MIG slices, the amount being computed according to a performance specification corresponding to the profile. The inference request is scheduled to execute using the modified amount of computing resource at the MIG slice.

Abstract: A scanner for inspecting a component is disclosed. The scanner may include a main body having a clamp attachable to the component, a first arm moveably attached to the main body, a first probe attached to the first arm, a first axial actuator in mechanical communication with the first arm, a second arm moveably attached to the main body, a second probe attached to the second arm, a second axial actuator in mechanical communication with the second arm, and a radial actuator in mechanical communication with the first arm and the second arm.

Abstract: A scanner for inspecting a component is disclosed. The scanner may include a main body having a clamp attachable to the component, a first arm moveably attached to the main body, a first probe attached to the first arm, a first axial actuator in mechanical communication with the first arm, a second arm moveably attached to the main body, a second probe attached to the second arm, a second axial actuator in mechanical communication with the second arm, and a radial actuator in mechanical communication with the first arm and the second arm.

Abstract: Various embodiments of a filter (31 38, 42) are disclosed. According to some embodiments, filter (31, 38, 42) may have a frame (34) and washing means operatively coupled to the frame (34) which is configured to wash one or more filter cloths simultaneously, the filter cloths being attached to a respective number of filter plate assemblies (13) which are supported by the frame (34). The washing means may comprise a laterally traversing washer mechanism, the laterally traversing washer mechanism being configured to move (8) along a lateral axis (35) of the filter (31, 38, 42) from a first side of the one or more filter cloths to a second side of the one or more filter cloths. In some embodiments, the washing means may be operatively coupled to the frame (34) via a track (3) and a washer carriage (1) on the track (3). In some embodiments, the washer carriage may be further provided with means, for example, to simultaneously shake one or more filter plate assemblies (13), without limitation.

Abstract: A tool for shaping generator bars for large power generators. In particular, a tool for shaping a stator bar out of a straight unprocessed bar.

Abstract: A robotic system includes a main drive unit, a non-actuated extendable arm unit an axial drive unit, an arm guidance member, and a head articulation unit. The unit includes a mounting structure, and an arm storage unit coupled to the mounting structure. The arm unit is coupled to the arm storage unit to be moved axially in a lateral plane from the arm storage unit. The arm unit is flexible and thin in the lateral plane, and rigid and wide in a vertical plane. The unit may be coupled to the arm storage unit to enable axial extension and retraction of the unit. The head articulation unit is coupled to the arm unit to actuate thereto.

Abstract: The present invention relates, in part, to heat transfer and refrigerant compositions and methods that include HFC-32; HFO-1234ze and HFC-125.

Abstract: The present invention relates, in part, to heat transfer and refrigerant compositions and methods that include HFC-32; HFO-1234ze and HFC-125.

Abstract: The present invention relates, in part, to heat transfer and refrigerant compositions and methods that include HFC-32; HFO-1234ze and HFC-125.

Abstract: A tool for shaping generator bars for large power generators. In particular, a tool for shaping a stator bar out of a straight unprocessed bar.

Abstract: Methods are provided for evaluating the insect resistance of a plant of interest. Specifically, methods are provided for high-throughput screening of soybean plants for resistance to kudzu bugs and stink bugs, including the brown marmorated stink bug and the southern green stink bug. In some embodiments, infesting emergent soybean seedlings with second instar stink bug nymphs and maintaining the nymphs in a closed environment with the seedling for only about 7 days allows evaluation of the stink bug resistance of a soybean variety of interest. Also provided are insect resistant plants, particularly plants resistant to kudzu bugs and stink bugs, as well as seeds produced by the resistant plants. Plants disclosed herein can be used to transfer the resistant trait into plant lines of interest.

Abstract: The present invention relates, in part, to heat transfer and refrigerant compositions and methods that include HFC-32; HFO-1234ze and HFC-125.

Abstract: The present invention relates, in part, to heat transfer and refrigerant compositions and methods that include HFC-32; HFO-1234ze and HFC-125.

Abstract: In one aspect of the invention, a system for exchanging a milling chamber comprises a vehicle comprising a milling chamber supported by the underside of the vehicle. The underside comprises a track that interfaces with a guide of the milling chamber. The track and guide are configured to accommodate lateral movement of the milling chamber with respect to a length of the vehicle.

Abstract: The present invention relates, in part, to heat transfer and refrigerant compositions and methods that include HFC-32; HFO-1234ze and HFC-125.

Abstract: A fixture for holding a cutter for a vertical turret lathe may comprise a block with a blind hole. A cutter with an indenter on its distal end may be secured within the hole such that a portion of the indenter comprises a positive rake angle. A method for testing cutters may comprise securing a cutter on a fixture of a vertical turret lathe which has a cutting material positioned adjacent the cutter. The cutting material may be rotated around a rotational axis at a constant rotational velocity. The fixture may be urged laterally such that the cutter progressively moves towards a periphery of the cutting material. The rotational velocity may be decreased as the cutter moves laterally to maintain a relative constant linear velocity between the cutting material and the cutter.

Abstract: In one aspect of the invention, a drilling assembly comprises a head located on a rotational axis of the assembly and comprises at least one head element. At least one blade extends distally from the head. A plurality of blade degradation elements are rotationally supported on the blade. Each degradation element comprises an attack angle that affects the penetration rate of each degradation element and a laterally offset angle that primarily affects the rotational rate of each degradation element within their holders. The drilling assembly comprises a central cutting region. The blade degradation elements within the central cutting region form an attack angle of 15 to 20 degrees with the rotational axis of the drilling assembly.

Abstract: In one aspect of the present invention a system is disclosed for removing loose aggregate from a paved surface. The system comprises a motorized vehicle that has a degradation drum connected to the underside of the vehicle. The degradation drum is enclosed by a milling chamber. The milling chamber is comprised of a plurality of plates, including a moldboard that is positioned rearward of the degradation drum. The moldboard has an end that is disposed opposite the underside. The end has a plurality of liquid jet nozzles and a blower mechanism that are directed into the milling chamber.

Abstract: An improved bath apparatus providing 360 degree protection during bathing, is comfortable, easier and safer to use than conventional bathing apparatus, and is collapsible for storage and support. The apparatus includes a protective seat having plural protruding foam members in a radial pattern that when placed in a sink or other bathing basin, extend up the walls of the sink or basin and form a bowl shaped protective padding that provides 360 degree protection for the child. The base foam members have open spaces between them for providing for easy circulation and drainage of water.

Abstract: In one aspect of the invention, an abrasion resistant nozzle has at least two sintered diamond bodies having flat, mating, exterior surfaces and a thickness, the surfaces being held against each other under compression. An enclosure is formed between the mating surfaces, at least one surface having a groove forming a portion of the enclosure and the other surface forming a remaining portion of the enclosure. The enclosure connects an entry and an exit formed in at least one side of at least one of the bodies.