mhurhangee/ep-ind-claims huggingface dataset:
A graphics processor comprising: a set of processing resources configured to perform a supersampling anti-aliasing operation via a mixed precision convolutional neural network, the set of processing resources including circuitry configured to: receive, at an input block of a first neural network model, a set of data including previous frame data, current frame data, and velocity data, wherein the previous frame data includes one or more previously generated output frames, the current frame data includes output of a raster and lighting stage of a render pipeline, and the velocity data includes motion vectors generated by the render pipeline; pre-process the set of data to generate pre-processed data, wherein to pre-process the set of data includes to generate residual motion vectors via a second neural network model; provide first pre-processed data to a feature extraction network of the first neural network model and second pre-processed data to an output block of the first neural network model, the first pre-processed data at a first precision and the second pre-processed data at a second precision that is higher than the first precision; process the pre-processed data at the feature extraction network via one or more encoder stages and one or more decoder stages; output tensor data from the feature extraction network to the output block; and generate an output frame via the output block based on the second pre-processed data from the input block and the tensor data output from the feature extraction network, wherein the output frame is an anti-aliased frame. receive, at an input block of a first neural network model, a set of data including previous frame data, current frame data, and velocity data, wherein the previous frame data includes one or more previously generated output frames, the current frame data includes output of a raster and lighting stage of a render pipeline, and the velocity data includes motion vectors generated by the render pipeline; pre-process the set of data to generate pre-processed data, wherein to pre-process the set of data includes to generate residual motion vectors via a second neural network model; provide first pre-processed data to a feature extraction network of the first neural network model and second pre-processed data to an output block of the first neural network model, the first pre-processed data at a first precision and the second pre-processed data at a second precision that is higher than the first precision; process the pre-processed data at the feature extraction network via one or more encoder stages and one or more decoder stages; output tensor data from the feature extraction network to the output block; and generate an output frame via the output block based on the second pre-processed data from the input block and the tensor data output from the feature extraction network, wherein the output frame is an anti-aliased frame.
A shelf translation system for a refrigerator, said shelf translation system comprising: a. at least one movable shelf; b. at least one guide structure provided with one or more indentations, said guide structure being configured to be fastened to one of the inner walls of a refrigerator; c. at least one anchoring component associated with said movable shelf, wherein said anchoring component is configured to slidably engage said guide structure and wherein the anchoring component has at least one locking span configured to selectively engage any one of said indentations, wherein the anchoring component also comprises a coupling interface for fastening the anchoring component to the movable shelf, as well as a guide interface configured to allow the anchoring component to slide along the guide structure, and wherein the anchoring component further comprises at least one resilient appendage protruding opposite to said coupling interface, the overall configuration of the shelf translation system being such that the movable shelf can be locked by way of said locking span along the guide structure at a desired position corresponding to an indentation and moved relative thereto by disengaging the locking span from the indentation, characterized in that said resilient appendage has a free end that is proximate to, and aligned with, the locking span. a. at least one movable shelf; b. at least one guide structure provided with one or more indentations, said guide structure being configured to be fastened to one of the inner walls of a refrigerator; c. at least one anchoring component associated with said movable shelf,
A bipolar battery manufacturing method comprising: preparing a bipolar electrode where a positive electrode is formed on a surface of a current collector, and a negative electrode is formed on another surface of the current collector; preparing a porous separator that is permeable by an electrolyte; forming a sub-assembly unit by layering the bipolar electrode, the separator, and the electrolyte so that the electrolyte is positioned only at a first surface of the separator; and forming an assembly unit by: layering a plurality of the sub-assembly units; and making the electrolyte permeate through the separator to one of the positive and negative electrodes that faces a second surface of the separator. preparing a bipolar electrode where a positive electrode is formed on a surface of a current collector, and a negative electrode is formed on another surface of the current collector; preparing a porous separator that is permeable by an electrolyte; forming a sub-assembly unit by layering the bipolar electrode, the separator, and the electrolyte so that the electrolyte is positioned only at a first surface of the separator; and forming an assembly unit by: layering a plurality of the sub-assembly units; and making the electrolyte permeate through the separator to one of the positive and negative electrodes that faces a second surface of the separator. layering a plurality of the sub-assembly units; and making the electrolyte permeate through the separator to one of the positive and negative electrodes that faces a second surface of the separator.
A graphics processing system comprising: logic, at least partially comprising hardware logic, to: receive metadata from an application, wherein the metadata indicates one or more graphics processing operations which can accommodate a predetermined level of bit errors in read operations from a cache memory (272, 1104) by performing error correction code operations; determine, from the metadata, pixel data for an image for which bypassing error correction code operations in reading the pixel data from the cache memory does not deteriorate the image to an unacceptable level; generate one or more error correction code bypass hints for a subsequent cache memory access to the pixel data for which bypassing error correction code operations in reading the pixel data from the cache memory does not deteriorate the image to an unacceptable level; and transmit the one or more error correction code bypass hints to a graphics processing pipeline. receive metadata from an application, wherein the metadata indicates one or more graphics processing operations which can accommodate a predetermined level of bit errors in read operations from a cache memory (272, 1104) by performing error correction code operations; determine, from the metadata, pixel data for an image for which bypassing error correction code operations in reading the pixel data from the cache memory does not deteriorate the image to an unacceptable level; generate one or more error correction code bypass hints for a subsequent cache memory access to the pixel data for which bypassing error correction code operations in reading the pixel data from the cache memory does not deteriorate the image to an unacceptable level; and transmit the one or more error correction code bypass hints to a graphics processing pipeline.
A device for detecting a sample, characterized in that the device comprises a controller configured to: - compute, on the basis of a luminescence emission signal measured from a sample well, an indicator value directly or indirectly indicative of a decay time of the measured luminescence emission signal, wherein the decay time of the measured luminescence emission signal is different when the sample well contains the sample than when the sample well is lacking the sample, - compute, on the basis of a luminescence emission signal measured from a reference sample well lacking a sample, a reference indicator value indicative of a decay time of the luminescence emission signal measured from the reference sample well, - compute a reference value on the basis of the reference indicator value, - compare the indicator value to the reference value, and - output, in accordance with a comparison between the indicator value and the reference value, a detection result to express one of the following: (i) the sample well contains the sample, (ii) the sample well is lacking the sample. - compute, on the basis of a luminescence emission signal measured from a sample well, an indicator value directly or indirectly indicative of a decay time of the measured luminescence emission signal, wherein the decay time of the measured luminescence emission signal is different when the sample well contains the sample than when the sample well is lacking the sample, - compute, on the basis of a luminescence emission signal measured from a reference sample well lacking a sample, a reference indicator value indicative of a decay time of the luminescence emission signal measured from the reference sample well, - compute a reference value on the basis of the reference indicator value, - compare the indicator value to the reference value, and - output, in accordance with a comparison between the indicator value and the reference value, a detection result to express one of the following: (i) the sample well contains the sample, (ii) the sample well is lacking the sample.
A controlled release dosage tablet manufactured by three-dimensional printing, comprising: a three-dimensionally printed innermost region and four additional three-dimensionally printed non-innermost nested regions (331; 332; 333; 334), wherein each additional non-innermost region completely surrounds the innermost region and any other non-innermost region located interiorly of the region; wherein the innermost region and the additional non-innermost regions are in concentric nested arrangement; wherein the concentration of at least one Active Pharmaceutical Ingredient increases monotonically from an outermost region to the innermost region; wherein the regional concentration of Active Pharmaceutical Ingredient in ail of the regions is non-zero; wherein the Active Pharmaceutical Ingredient in all of the regions is the same. wherein the increasing concentration is selected so that the at least one Active Pharmaceutical Ingredient is released in approximately a zero-order release; and wherein the dosage tablet has been compressed after three-dimensional printing. a three-dimensionally printed innermost region and four additional three-dimensionally printed non-innermost nested regions (331; 332; 333; 334), wherein each additional non-innermost region completely surrounds the innermost region and any other non-innermost region located interiorly of the region; wherein the innermost region and the additional non-innermost regions are in concentric nested arrangement; wherein the concentration of at least one Active Pharmaceutical Ingredient increases monotonically from an outermost region to the innermost region; wherein the regional concentration of Active Pharmaceutical Ingredient in ail of the regions is non-zero; wherein the Active Pharmaceutical Ingredient in all of the regions is the same. wherein the increasing concentration is selected so that the at least one Active Pharmaceutical Ingredient is released in approximately a zero-order release; and wherein the dosage tablet has been compressed after three-dimensional printing.
Device including, on the one hand, an image and, on the other hand, a photovoltaic sheet arranged between the image and an observer, this photovoltaic sheet being made up of luminous transparent areas and areas covered with photovoltaic cells, one of the two sides of which is oriented toward the image, characterized in that said sides of the photovoltaic cells turned toward the image are reflective in such a way as to reflect, toward the image, a part of the light emitted by said image and to increase its luminosity seen by the observer through the transparent areas, in such a way as to compensate for the shading effect caused by the photovoltaic cells.
A bleaching composition for whitening a tooth surface, comprising a substantially non-cytotoxic first bleaching agent, at least a second bleaching agent, and an aqueous medium, wherein the first bleaching agent is chlorine dioxide, and the composition comprises an efficacious amount of bleaching agents, wherein the composition comprises 5 to 1000 ppm chlorine dioxide, a thickener component and less than 0.2 milligrams oxy-chlorine anion per gram composition.
A power module comprising a silicon carbide composite which is a plate-shaped composite formed by pressure impregnation of a porous silicon carbide molded article with a metal containing aluminum, the silicon carbide composite having a plate thickness t of 2 mm to 6 mm and an in-plane thickness variation within t ± 0.3 mm, having four or more hole portions for screw-fastening another heat dissipating component in the plane of the plate-shaped composite so as to face a convex surface of the plate-shaped composite, characterized in that an amount of warpage (Cx; μm) with respect to 10 cm of length in an inter-hole direction (X direction) and an amount of warpage (Cy; μm) with respect to 10 cm of length in a direction (Y direction) perpendicular thereto have the relationships 50 ≤ Cx ≤ 250 and 0 ≤ Cy ≤ 200, and the amounts of warpage of the composite main surface in the power module is 50 ≤ Cx ≤ 250 and 0 ≤ Cy ≤ 200.
Control system for an irrigation system, the control system comprising - an inflow port and an outflow port; - a pump with an electrically controllable pump motor which is adapted to adapted to pump liquid from the inflow port to the outflow port. - a control circuit adapted to receive a control command and to control the pump motor in response to the control command and to activate or deactivate the pump motor in response to the control command; - a pump housing within which the pump is disposed; and - an electrical energy storage device comprising at least an electrical energy storage cell connected to the control circuit for power supply, wherein the energy storage device comprises an energy storage housing detachable from the pump housing, within which the at least one electrical energy storage cell is arranged; wherein - the control system comprises a first interface arranged at the pump housing; - the energy storage device comprises a second interface arranged at the energy storage housing; and - the first interface and the second interface are formed to be compatible with each other, so that the energy storage housing can be connected with the pump housing mechanically and electrically via the first interface and the second interface. - an inflow port and an outflow port; - a pump with an electrically controllable pump motor which is adapted to adapted to pump liquid from the inflow port to the outflow port. - a control circuit adapted to receive a control command and to control the pump motor in response to the control command and to activate or deactivate the pump motor in response to the control command; - a pump housing within which the pump is disposed; and - an electrical energy storage device comprising at least an electrical energy storage cell connected to the control circuit for power supply, wherein the energy storage device comprises an energy storage housing detachable from the pump housing, within which the at least one electrical energy storage cell is arranged; wherein - the control system comprises a first interface arranged at the pump housing; - the energy storage device comprises a second interface arranged at the energy storage housing; and - the first interface and the second interface are formed to be compatible with each other, so that the energy storage housing can be connected with the pump housing mechanically and electrically via the first interface and the second interface.
A transponder comprising a multichannel front-end circuit; each channel of the multichannel front-end circuit comprising: a resonant circuit (328, 338, 348) associated with a respective antenna (321, 331, 341) and producing, in use, an input voltage; a conditioning circuit configured to provide a conditioned input voltage from the input voltage, and a comparator (326, 336, 346) configured to compare the conditioned input voltage with a reference voltage; wherein the front-end circuit further comprises: a variable load (327, 337, 347) connectable across each of the resonant circuits, and a controller configured to, in use, vary the variable load and detect an output from each of the comparators. a resonant circuit (328, 338, 348) associated with a respective antenna (321, 331, 341) and producing, in use, an input voltage; a conditioning circuit configured to provide a conditioned input voltage from the input voltage, and a comparator (326, 336, 346) configured to compare the conditioned input voltage with a reference voltage; a variable load (327, 337, 347) connectable across each of the resonant circuits, and a controller configured to, in use, vary the variable load and detect an output from each of the comparators.
A medical fluid machine comprising: an enclosure; and electronics located within the enclosure and operable to control delivery of the medical fluid, the electronics configured to be powered by a supply voltage from an external electrical power source or a back-up battery, characterised in that the electronics including a transistor in electrical communication with the battery, and a voltage regulator configured to vary a gate voltage at the transistor taking into account a varying battery voltage input and a supply voltage feedback input into the voltage regulator so as to maintain an at least substantially steady supply voltage to the electronics. an enclosure; and electronics located within the enclosure and operable to control delivery of the medical fluid, the electronics configured to be powered by a supply voltage from an external electrical power source or a back-up battery, characterised in that the electronics including a transistor in electrical communication with the battery, and a voltage regulator configured to vary a gate voltage at the transistor taking into account a varying battery voltage input and a supply voltage feedback input into the voltage regulator so as to maintain an at least substantially steady supply voltage to the electronics.
An engine-driven work machine, comprising: a base supporting a work machine comprising an engine and a work machine main body driven by the engine, a receiving vessel with a bottom surface (2a1), the receiving vessel being mounted to the base and configured to receive a leaking substance leaking from the work machine, a fuel tank being in a shape of a quadrangular prism, the fuel tank being disposed inside the receiving vessel and configured to store fuel for supply to the engine, a front leg and a rear leg whose heights are different from each other, such that when disposed on an installation surface the front leg and the rear leg support the receiving vessel with the bottom surface (2a1) inclined relative to the installation surface, a front mounting base and a rear mounting base whose heights are different from each other, both disposed on the bottom surface (2a1) of the receiving vessel and supporting the fuel tank to keep the fuel tank in parallel with the installation surface by offsetting a height difference between the front leg and the rear leg, and a drainage portion for discharging the leaking substance collected in the lowest portion of the bottom surface (2a1). a base supporting a work machine comprising an engine and a work machine main body driven by the engine, a receiving vessel with a bottom surface (2a1), the receiving vessel being mounted to the base and configured to receive a leaking substance leaking from the work machine, a fuel tank being in a shape of a quadrangular prism, the fuel tank being disposed inside the receiving vessel and configured to store fuel for supply to the engine, a front leg and a rear leg whose heights are different from each other, such that when disposed on an installation surface the front leg and the rear leg support the receiving vessel with the bottom surface (2a1) inclined relative to the installation surface, a front mounting base and a rear mounting base whose heights are different from each other, both disposed on the bottom surface (2a1) of the receiving vessel and supporting the fuel tank to keep the fuel tank in parallel with the installation surface by offsetting a height difference between the front leg and the rear leg, and a drainage portion for discharging the leaking substance collected in the lowest portion of the bottom surface (2a1).
A slider for a package having a recloseable zipper closure, the slider comprising: a top member and a pair of spaced apart first and second legs (56, 58) depending from the top member, each of the first leg and second leg having an inwardly facing hook (62, 64) opposite the top member; at least a first outwardly facing tab having a fixed end secured to the first leg and a deflectable section extending away from the second leg; and a first separator plow located at the deflectable section of the first tab and facing away from the top member and in a direction toward the hooks, wherein the slider defines an open volume and includes internal surfaces (66, 68) sufficiently close together to press opposing interlocking profiles (36, 38) into an interlocking relationship, wherein the first and second legs define the open volume and the internal surfaces, and wherein the first tab is moveable to locate the first plow into the open volume between the legs. a top member and a pair of spaced apart first and second legs (56, 58) depending from the top member, each of the first leg and second leg having an inwardly facing hook (62, 64) opposite the top member; at least a first outwardly facing tab having a fixed end secured to the first leg and a deflectable section extending away from the second leg; and a first separator plow located at the deflectable section of the first tab and facing away from the top member and in a direction toward the hooks, wherein the slider defines an open volume and includes internal surfaces (66, 68) sufficiently close together to press opposing interlocking profiles (36, 38) into an interlocking relationship, wherein the first and second legs define the open volume and the internal surfaces, and wherein the first tab is moveable to locate the first plow into the open volume between the legs.