Abstract: Provided is a method of training a supervised diffusion model for sampling, a device thereof and a medium, which relates to the field of data processing. The method includes: acquiring a supervised initial diffusion model, and adding control layers to the initial diffusion model to obtain a diffusion model; using a training set to train the diffusion model until the diffusion model after training meets a preset condition to obtain the trained diffusion model; deploying the trained diffusion model at a user terminal, using the user terminal to optimize the trained diffusion model to obtain the supervised diffusion model, and using the supervised diffusion model for sampling to obtain a sampling result. The method can prevent the diffusion model from generating harmful samples in an intermediate process.

Abstract: The present disclosure generally relates to methods and user interfaces for managing visual content at a computer system. In some embodiments, methods and user interfaces for managing visual content in media are described. In some embodiments, methods and user interfaces for managing visual indicators for visual content in media are described. In some embodiments, methods and user interfaces for inserting visual content in media are described. In some embodiments, methods and user interfaces for identifying visual content in media are described. In some embodiments, methods and user interfaces for translating visual content in media are described. In some embodiments, methods and user interfaces for translating visual content in media are described. In some embodiments, methods and user interfaces for managing user interface objects for visual content in media are described.

Abstract: A machine and a method of making and of using the machine. Illustratively, the machine includes, in a digital network, a node intermediate a miner client and a mining pool, the node representing the miner client to the pool, the node representing the mining pool to the miner client, the node implementing logic that: receives packet communications of a mining protocol from the miner client; interprets the packet communications to produce interpreted packet communications; routes new packet communications to the mining pool based on the interpreted packet communications; receives other packet communications of the mining protocol from the mining pool; interprets the other communications to produce other interpreted packet communications; and routes other new packet communications to the miner client based on the other interpreted packet communications.

Abstract: A machine and a method of making and of using the machine. Illustratively, the machine includes, in a digital network, a node intermediate a miner client and a mining pool, the node representing the miner client to the pool, the node representing the mining pool to the miner client, the node implementing logic that: receives packet communications of a mining protocol from the miner client; interprets the packet communications to produce interpreted packet communications; routes new packet communications to the mining pool based on the interpreted packet communications; receives other packet communications of the mining protocol from the mining pool; interprets the other communications to produce other interpreted packet communications; and routes other new packet communications to the miner client based on the other interpreted packet communications.

Abstract: The present disclosure discloses a micro-flow valve control mechanism, which comprises an electromagnetic coil, a base, a ring seat, a moving plate and an elastic plate; wherein the elastic plate is positioned above the base, the ring seat and the moving plate are positioned between the base and the elastic plate, the moving plate is positioned at the inner side of the ring seat. In this scheme, the structure of valve air intake control is optimized, and the ring seat plays the guiding role in the lifting of the moving plate to a certain extent, which ensures that the moving plate will not deflect in the air intake process, so that the outer ring at the lower side of the moving plate can allow air to enter uniformly, thus ensuring the working stability of the electromagnetic valve.

Abstract: A plant-based electrochemical device for ecological restoration of a polluted river or lake and a using method thereof are provided. The plant-based electrochemical device includes a sediment, where a plurality of first electrodes are provided in the sediment, the plurality of first electrodes each include a plurality of staggered cylinders, an outer side of each of the plurality of cylinders is provided with an electrically-conductive layer, and the electrically-conductive layer is electrically connected to an external power supply; a plurality of upright posts are symmetrically fixed in the sediment, the plurality of upright posts are fixedly connected to a second electrode through a fixing mechanism, and the second electrode is located at a water surface and is electrically connected to the external power supply; and a plurality of ecological landscape floating islands are provided on the water surface.

Abstract: The present disclosure discloses a micro-flow valve control mechanism, which comprises an electromagnetic coil, a base, a ring seat, a moving plate and an elastic plate; wherein the elastic plate is positioned above the base, the ring seat and the moving plate are positioned between the base and the clastic plate, the moving plate is positioned at the inner side of the ring seat. In this scheme, the structure of valve air intake control is optimized, and the ring seat plays the guiding role in the lifting of the moving plate to a certain extent, which ensures that the moving plate will not deflect in the air intake process, so that the outer ring at the lower side of the moving plate can allow air to enter uniformly, thus ensuring the working stability of the electromagnetic valve.

Abstract: A biological detection device includes a signal acquirer that acquires a signal including a respiration component, a filter that attenuates a frequency component other than the respiration component included in the signal and generates a post-processing signal, an analyzer that analyzes the post-processing signal to generate a spectrogram, a variation calculator that calculates variation of energy in a predetermined frequency band in energy of the frequency component indicated by the spectrogram, a first determiner that determines whether the variation is larger than a threshold, a second determiner that, if it is determined by the first determiner that the variation is not larger than the threshold, determines whether a higher harmonic wave with respect to a second peak having energy equal to or more than a predetermined ratio to a first peak where the energy is maximum is present in the predetermined frequency band, and an output unit that outputs a respiration rate based on a frequency of the first peak if

Abstract: An object is to accurately detect abnormality of a living body.

Abstract: An object is to accurately determine the presence or absence of a living body. A living body detection device comprises: a signal acquirer that acquires a first signal including a first frequency component that is a frequency component of heartbeat and a second frequency component that is a frequency component of breathing; a filter that attenuates a frequency component higher than the first frequency component based on the first signal to generate a second signal; a frequency analyzer that analyzes a frequency component of the second signal; a variance value calculator that calculates a first variance value of energy of at least one of the first frequency component and the second frequency component based on a result of analysis by the frequency analyzer; a first statistical quantity calculator that calculates a first statistical quantity of the first variance value for a predetermined period; and a determiner that determines presence or absence of a living body based on the first statistical quantity.

Abstract: The present disclosure generally relates to user interfaces for translating content and displaying translated content.

Abstract: A machine and a method of making and of using the machine. Illustratively, the machine includes, in a digital network, a node intermediate a miner client and a mining pool, the node representing the miner client to the pool, the node representing the mining pool to the miner client, the node implementing logic that: receives packet communications of a mining protocol from the miner client; interprets the packet communications to produce interpreted packet communications; routes new packet communications to the mining pool based on the interpreted packet communications; receives other packet communications of the mining protocol from the mining pool; interprets the other communications to produce other interpreted packet communications; and routes other new packet communications to the miner client based on the other interpreted packet communications.

Abstract: An optical system for a laser level is described. The laser level includes at least two optical systems which are parallel to and oppositely adjoin to each other in a same plane. Each optical system includes a laser light source, a regular lens, a diffusion lens, a beam-splitting element, and an outer casing as well as the regular lens and the diffusion lens are located between the laser light source and the beam-splitting element. For the optical system of the laser level, the laser beam is sequentially regularized, diffused and split into a fan-shaped light beam with an angle greater than 180 degrees to ensure that the light beams from the optical systems are spread in the same plane. Thus, the laser level generates a disk-shaped light beam with 360 degrees to indicate a circular mark in the same plane.

Abstract: An optical system for a laser level is described. The laser level comprises at least two optical systems which are parallel to and oppositely adjoin to each other in a same plane. Each optical system comprises a laser light source, a regular lens, a diffusion lens, a beam-splitting element, and an outer casing as well as the regular lens and the diffusion lens are located between the laser light source and the beam-splitting element. For the optical system of the laser level, the laser beam is sequentially regularized, diffused and split into a fan-shaped light beam with an angle greater than 180 degrees to ensure that the light beams from the optical systems are spread in the same plane. Thus, the laser level generates a disk-shaped light beam with 360 degrees to indicate a circular mark in the same plane.