mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for performing conformance testing of a machine learning, ML, computational operation configured to be implemented in a graphics processing unit, GPU, wherein the ML computational operation is performed by an algorithm specific to a hardware device and by another algorithm specific to another hardware device, comprising: determining (216, 218), for the ML computational operation, one or more inputs for performing the conformance testing, wherein the one or more inputs results in one or more reference intermediate products of the ML computational operation being within one or more ranges; generating (202, 204), for the ML computational operation and based on the one or more inputs, a reference result including one or more reference intermediate products and a reference accumulator output formed by accumulating the one or more reference intermediate products, wherein the reference accumulator output has a first level of precision; generating (206, 208), for the ML computational operation and based on specifying the one or more inputs and a second level of precision to the GPU, a result for the hardware device including one or more hardware intermediate products and a hardware accumulator output formed by accumulating the one or more reference intermediate products using the GPU, wherein the hardware accumulator output has the second level of precision, wherein the second level of precision is lower than the first level of precision; comparing (210, 212) the reference result to the generated result to determine a variance value; and outputting a conformance result based on whether the variance value is within a threshold range. determining (216, 218), for the ML computational operation, one or more inputs for performing the conformance testing, wherein the one or more inputs results in one or more reference intermediate products of the ML computational operation being within one or more ranges; generating (202, 204), for the ML computational operation and based on the one or more inputs, a reference result including one or more reference intermediate products and a reference accumulator output formed by accumulating the one or more reference intermediate products, wherein the reference accumulator output has a first level of precision; generating (206, 208), for the ML computational operation and based on specifying the one or more inputs and a second level of precision to the GPU, a result for the hardware device including one or more hardware intermediate products and a hardware accumulator output formed by accumulating the one or more reference intermediate products using the GPU, wherein the hardware accumulator output has the second level of precision, wherein the second level of precision is lower than the first level of precision; comparing (210, 212) the reference result to the generated result to determine a variance value; and outputting a conformance result based on whether the variance value is within a threshold range.
Handle for a surgical instrument, in particular cryosurgery instrument, having at least one grip element and at least one cladding hose which is inserted into the grip element in a connecting region formed at the proximal end of the grip element and is connected fluid-tightly therewith, wherein the grip element in the connecting region is formed at least partially from an elastic end element, and wherein at least one supporting element is configured and arranged coaxially in the interior of the cladding hose such that the cladding hose is clamped in the connecting region between the grip element and the supporting element, wherein a proximal end of the support element protrudes from the connecting region of the grip element and the elastic end element so that the cladding hose is supported beyond the connecting region and the elastic end element of the grip element.
A draft roller suitable for drafting a fiber bundle, the draft roller comprising: a fiber contacting portion having a substantially uniform outer diameter, and a reduced-diameter portion provided at both ends of the fiber contacting portion, the reduced-diameter portion having an outer diameter smaller than the outer diameter of the fiber contacting portion to form a step of 2.5 mm between the outer peripheral surface of the fiber contacting portion and an outer peripheral surface of the reduced-diameter portion; wherein a width of the reduced-diameter portion at both ends of the fiber contacting portion is 6 mm, the outer diameter of the reduced-diameter portion is 25 mm, and the outer diameter of the fiber contacting portion is 30 mm, and a width of the fiber contacting portion in an axial direction is 18 mm. a fiber contacting portion having a substantially uniform outer diameter, and a reduced-diameter portion provided at both ends of the fiber contacting portion, the reduced-diameter portion having an outer diameter smaller than the outer diameter of the fiber contacting portion to form a step of 2.5 mm between the outer peripheral surface of the fiber contacting portion and an outer peripheral surface of the reduced-diameter portion; wherein a width of the reduced-diameter portion at both ends of the fiber contacting portion is 6 mm, the outer diameter of the reduced-diameter portion is 25 mm, and the outer diameter of the fiber contacting portion is 30 mm, and a width of the fiber contacting portion in an axial direction is 18 mm.
Scales, in particular retail scales, having a load cell for detecting the weight of goods to be weighed and a loading platform, which interacts with the latter and can be removed, for the placement of goods to be weighed, and a tray, the load cell being arranged within the tray, which encloses a space which is delimited by a flat bottom section and by at least three side walls (31a, 31b, 31c), and the load cell having a weighing position and a cleaning position and, in the cleaning position, being mounted such that it can rotate about a pivot axis, characterized in that at least one side wall (31a, 31c) of the tray has a slotted guide for supporting the load cell, wherein the pivot axis of the load cell is mounted in the slotted guide and the load cell can be moved from the weighing position into the cleaning position by displacement in the slotted guide.
A bearing cage structure for use with a bearing assembly having a plurality of rolling elements (112; 300) disposed about a circumference of a race member (118, 120), comprising: a first wire support ring disposed adjacent an axially first end of the rolling elements (112; 300) and bearing assembly; a second wire support ring disposed adjacent an axially second end of the rolling elements (112; 300) and bearing assembly; and a plurality of discrete bridge elements (106; 302) coupled between the first and second wire support rings, each of said bridge elements configured to maintain a spacing between adjacent rolling elements and to retain said rolling elements relative to said race member; characterized in that the bearing cage structure further comprises a plurality of tubular spacers disposed on at least one of said first and second wire support rings (102, 104) annularly between adjacent discrete bridge elements (106; 302), said tubular spacers configured to maintain a spacing between said adjacent discrete bridge elements. a first wire support ring disposed adjacent an axially first end of the rolling elements (112; 300) and bearing assembly; a second wire support ring disposed adjacent an axially second end of the rolling elements (112; 300) and bearing assembly; and a plurality of discrete bridge elements (106; 302) coupled between the first and second wire support rings, each of said bridge elements configured to maintain a spacing between adjacent rolling elements and to retain said rolling elements relative to said race member; characterized in that the bearing cage structure further comprises a plurality of tubular spacers disposed on at least one of said first and second wire support rings (102, 104) annularly between adjacent discrete bridge elements (106; 302), said tubular spacers configured to maintain a spacing between said adjacent discrete bridge elements.
A compound represented by the following formula: [Chemical Formula 1] Formula (Hb-Sp 1 -L 1 -Sp 2 -L 2) m -A 1 -L 3 -T-L 4 -A 2 -(L 5 -Sp 3 -L 6 -Sp 4 -Hb) n wherein L 1, L 2, L 3, L 4, L 5, and L 6 each independently represent a single bond, -O-, -S-, -CO-, -COO-, -OCO-, -COS-, -SCO-, -NRCO-, or -CONR-, R in the formula each independently represent a hydrogen atom or an alkyl group of 1 to 6 carbon atoms, Sp 1, Sp 2, Sp 3, and Sp 4 each independently represent a single bond or an alkylene group of 1 to 10 carbon atoms in which each of the hydrogen atoms of the alkylene group may be substituted with a fluorine atom, A 1 and A 2 represent a trivalent or tetravalent aromatic hydrocarbon group, T represents a divalent group or a divalent aromatic heterocyclic group of the following formulae: wherein X represents an alkyl group of 1 to 8 carbon atoms, an alkoxy group, a halogen atom, a cyano group, or -COOR 0 in which R 0 represents a hydrogen atom, an alkyl or fluoroalkyl group in which each of the linking CH 2 may be substituted with 0 or S, or -Sp 5 -P in which Sp 5 represents a single bond or an alkylene group of 1 to 10 carbon atoms in which each of the hydrogen atoms of the alkylene group may be substituted with a fluorine atom, and P represents a polymerizable group, Ya, Yb, Yc, and Yd each independently represent a hydrogen atom or an alkyl group of 1 to 4 carbon atoms, Hb's each independently represent a perfluoroalkyl or fluoroalkyl group of 2 to 30 carbon atoms, m and n are each independently 2 or 3, and the structures in a plurality of parentheses may be the same or different, o and p are each independently an integer of 0 or more, and a plurality of X when o and p are 2 or more may be the same or different.
An unlock device comprising: at least one operating member (11, 111, 112) movably disposed on a frame, the frame being equipped with a first lock mechanism and a second lock mechanism; a first unlock module movably disposed on the frame and connected to the first lock mechanism; and a second unlock module movably disposed on the frame and connected to the second lock mechanism; wherein the at least one operating member (11, 111, 112) moves to drive the first unlock module to move to unlock the first lock mechanism or drive the second unlock module to move to unlock the second lock mechanism, and wherein the unlock device further comprises a selecting member movably disposed on the frame, the selecting member moves between a first position and a second position with respect to the frame; when the selecting member is located at the first position, the at least one operating member slides to drive the first unlock module to move to unlock the first lock mechanism; and when the selecting member is located at the second position, the at least one operating member slides to drive the second unlock module to move to unlock the second lock mechanism, characterized in that the first unlock module comprises a first sliding member slidably disposed on the frame, the second unlock module comprises a second sliding member slidably disposed on the frame, and sliding directions of the first and second sliding members (132, 142) are identical to a sliding direction of the at least one operating member. at least one operating member (11, 111, 112) movably disposed on a frame, the frame being equipped with a first lock mechanism and a second lock mechanism; a first unlock module movably disposed on the frame and connected to the first lock mechanism; and a second unlock module movably disposed on the frame and connected to the second lock mechanism; wherein the at least one operating member (11, 111, 112) moves to drive the first unlock module to move to unlock the first lock mechanism or drive the second unlock module to move to unlock the second lock mechanism, and wherein the unlock device further comprises a selecting member movably disposed on the frame, the selecting member moves between a first position and a second position with respect to the frame; when the selecting member is located at the first position, the at least one operating member slides to drive the first unlock module to move to unlock the first lock mechanism; and when the selecting member is located at the second position, the at least one operating member slides to drive the second unlock module to move to unlock the second lock mechanism, characterized in that the first unlock module comprises a first sliding member slidably disposed on the frame, the second unlock module comprises a second sliding member slidably disposed on the frame, and sliding directions of the first and second sliding members (132, 142) are identical to a sliding direction of the at least one operating member.
A blood-flow-path switching device (10, 10a), comprising a tube-shaped body and a communicating part each having a flow path of a fluid in a hollow section (69c, 70c) formed in a hollow shape, wherein the tube-shaped body includes a body tube in a hollow shape extending in an axial direction, and a branching tube in a hollow shape connected to a halfway portion of the body tube and extending in a direction branching from the axial direction, the hollow section of the body tube includes a blocking part for blocking a flow of the fluid in the hollow section, the blocking part blocks a communication of a first port disposed on one side with respect to the blocking part and a second port disposed on the other side, the branching tube is connected to the body tube on a side of the first port with respect to the blocking part and includes a third port disposed on the side of the first port with respect to the blocking part and communicable with the first port, wherein the communicating part is movable in the axial direction in the hollow section of the body tube and is disposed in a manner movable to a predetermined moving position in a moving direction toward the blocking part to open the blocking part, characterized in that the tube-shaped body and the communicating part are configured such that the communicating part, that has moved to the predetermined moving position, blocks the first end part of the branching tube in the tube-shaped body, the communication of the first port and the third port is blocked, the blocking part is opened, and the first port and the second port are communicated with each other.
A joining method with a joining member non-penetrating through a joined member for a lithium battery, the method comprising: keeping a joining member having a protruding part by a receiving mold so that the protruding part is exposed; placing a joined member over the joining member so that the protruding part of the joining member is positioned in a blind hole of the joined member, and compressing the joined member against the receiving mold to plastically deform the joined member and the joining member at the same time and to wrap excess thickness of the joined member around an undercut part while forming the undercut part on the joining member, thereby non-detachably joining both the members (4, 5), wherein the joined member is made of a material softer than the joining member, and the joining member is caused to be deformed using work-hardening of the joined member,. keeping a joining member having a protruding part by a receiving mold so that the protruding part is exposed; placing a joined member over the joining member so that the protruding part of the joining member is positioned in a blind hole of the joined member, and compressing the joined member against the receiving mold to plastically deform the joined member and the joining member at the same time and to wrap excess thickness of the joined member around an undercut part while forming the undercut part on the joining member, thereby non-detachably joining both the members (4, 5), wherein the joined member is made of a material softer than the joining member, and the joining member is caused to be deformed using work-hardening of the joined member,.
A planetary gear, comprising a drive wheel engaging a transmission stage having first planet gears (24, 26), which are coupled to a corresponding number of second planet gears (32, 34) being axially displaced with respect to the first planet gears (24, 26), wherein the second planet gears (32, 34) engage a sun wheel, which is coupled to a driven shaft, characterized in that the drive wheel is a hollow wheel having an internal gear meshing with the first planet gears (24, 26) and the second planet gears (32, 34) are divided into a first subset and a second subset of gears, which are arranged in two separate planes (E1, E2) being spaced from each other in an axial direction, wherein the second gears of the first subset are arranged in an interior space, which is surrounded by the hollow drive wheel and wherein an outer circumference of the second planet gears (32, 34) partially projects beyond a level of the internal gear of the drive wheel, in a radial direction.
An in vitro method for preserving pancreatic islet, comprising a step of preserving a liquid containing pancreatic islet separated and purified from a living body in a container having a bag-like shape produced of two films, wherein each film has an oxygen permeation coefficient from 3000 to 4000 cm 3 /m 2 ·day·atm, wherein each film has a pure water contact angle of 85 degrees or greater and is at least one selected from a group consisting of low density polyethylene and a polymer blend of low density polyethylene and medium density polyethylene, and the volume of the liquid containing pancreatic islet to be preserved in the container is such a volume that the maximum value of the container thickness, that is the distance between the two films, is within the range of 3 to 10 mm, when the liquid containing pancreatic islet is stored in the container and the container is placed on a horizontal plane so that the film surface of the container contacts the plane.
Method for a metered dispensing of viscous or paste-like, aseptically packaged ingredients from a tubular bag which is closed before first use, with a single-use pump attached thereto, whose inlet comprises a cutter organ and is connected to the pump in a rotationally fixed manner, the inlet with the cutter organ having an exterior thread which is, within a connection piece, connected to a flange that is arranged on the tubular bag, and the outlet of the disposable pump being implemented as a discharge pipe with a sealing and closing valve, wherein in a first step prior to the first metering, the disposable pump with the cutter organ is rotated until the cutter organ has cut the tubular bag open, characterised in that a) the disposable pump is operated until the ingredient of a freely selectable volume has been discharged from the closing valve, b) the disposable pump is then operated in the inverse rotation direction until at least the ingredient present in a region of the valve has been sucked back into the discharge pipe, the valve entering the closed state or remaining in the closed state, wherein the valve, in its closed state, is sucked back into the disposable pump by a shifting or deformation of the valve, while ingredient is displaced by a portion of the discharge pipe volume (V AR) as a re-suck volume (V RS), and wherein the re-suck volume (V RS) is smaller than 10 % of the discharge pipe volume (V AR). a) the disposable pump is operated until the ingredient of a freely selectable volume has been discharged from the closing valve, b) the disposable pump is then operated in the inverse rotation direction until at least the ingredient present in a region of the valve has been sucked back into the discharge pipe, the valve entering the closed state or remaining in the closed state,
A kit for use in treating or preventing postpartum blues or depression in a subject in need thereof, said kit comprising: at least one serving of an antioxidant source for administration at least once between day-1 to day-5 postpartum; wherein the antioxidant source comprises: blueberries, blueberry juice, blueberry extract, and/or an anthocyanin isolated from blueberry; a tryptophan composition for evening administration simultaneously or following the antioxidant source between day-3 to day-5 postpartum; wherein the tryptophan composition comprises from 0.5 g to 50.0 g of L-tryptophan per serving; a tyrosine composition for administration the day after administering the tryptophan composition; wherein the tyrosine composition comprises from 1.0 g to 100.0 g of L-tyrosine per serving; and directions for use. at least one serving of an antioxidant source for administration at least once between day-1 to day-5 postpartum; wherein the antioxidant source comprises: blueberries, blueberry juice, blueberry extract, and/or an anthocyanin isolated from blueberry; a tryptophan composition for evening administration simultaneously or following the antioxidant source between day-3 to day-5 postpartum; wherein the tryptophan composition comprises from 0.5 g to 50.0 g of L-tryptophan per serving; a tyrosine composition for administration the day after administering the tryptophan composition; wherein the tyrosine composition comprises from 1.0 g to 100.0 g of L-tyrosine per serving; and directions for use.
Sonotrode for connection to an ultrasonic vibration transducer (2,3) comprising a connecting portion, which extends along a first axis and is attached by a first end to the vibration transducer (2,3) or is connected thereto, wherein the the sonotrode is adapted such that the connecting portion is made to vibrate almost exclusively along the first axis by the ultrasonic vibration transducer (2,3), characterized in that at the free end of the connecting portion opposite from the first end, in a common crossing region both a substantially cylindrical, first sleeve, which extends along a second axis, and a substantially cylindrical, second sleeve, which extends along a third axis, are arranged, wherein the first axis forms a first angle (γ) in the range of 100-140° with the second axis, and wherein the first axis forms a second angle (β) in the range of 100-140° with the third axis, wherein the three axes (8,16,17) are arranged substantially in one sonotrode plane.
A system for manufacturing a filter comprising: a filamentary material delivery apparatus configured to distribute filamentary material; a support structure configured to support a continuous stream of filamentary material supplied by the filamentary material delivery apparatus; and a particle distribution apparatus configured to distribute particles, the particle distribution apparatus disposed downstream of the filamentary material delivery apparatus, the particle distribution apparatus including, a hopper configured to store particle material having an outlet; characterised in that the particle distribution apparatus further includes an apertured distribution belt positioned above the support structure and in communication with the outlet of the hopper, the aperture distribution belt defining a plurality of spaced openings through which particle material is distributed onto the continuous stream of filamentary material to form a particle-bearing stream of filamentary material. a filamentary material delivery apparatus configured to distribute filamentary material; a support structure configured to support a continuous stream of filamentary material supplied by the filamentary material delivery apparatus; and a particle distribution apparatus configured to distribute particles, the particle distribution apparatus disposed downstream of the filamentary material delivery apparatus, the particle distribution apparatus including, a hopper configured to store particle material having an outlet; characterised in that the particle distribution apparatus further includes an apertured distribution belt positioned above the support structure and in communication with the outlet of the hopper, the aperture distribution belt defining a plurality of spaced openings through which particle material is distributed onto the continuous stream of filamentary material to form a particle-bearing stream of filamentary material.