Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a network output of high dimensional data comprising one or more output tokens. In one aspect, a system comprises a neural network system configured to initialize an analog bit representation of the network output comprising a set of continuous numeric values for each of the output tokens. The neural network system generates an updated analog bit representation that comprises a set of updated continuous numeric values. At each of a plurality of update iterations, the neural network system processes a diffusion input comprising the analog bit representation using a diffusion machine learning model to update the analog bit representation.

Abstract: A relay includes an electromagnet apparatus, a first transmission part, a second transmission part, a first elastic part, a first movable contact, a second static contact, a second elastic part, a first static contact, and a second movable contact. The first movable contact, the second static contact are both disposed on the first elastic part. The second movable contact and the first static contact are both disposed on the second elastic part. The first movable contact is in contact with or separated from the first static contact, and the second movable contact is in contact with or separated from the second static contact. When the first movable contact is in contact with the first static contact, the second movable contact is in contact with the second static contact, the first movable contact and the first static contact are in parallel with the second movable contact and the second static contact.

Abstract: The present application provides a large-sized single crystal cutting device and a method of using the same. The device includes a cutting system, a commutation system, and a detection system. The cutting system includes a cutting line, a pay-off axis, a guide wheel, and a take-up axis. The commutation system is disposed between the pay-off axis and the take-up axis to adjust a tension and a line speed of the cutting line. The detection system is configured to detect the tension and the line speed of the cutting line.

Abstract: The invention discloses an injection made from Chinese herb Ixeris Sonchifolia Hance for treatment of cardio-cerebral vascular diseases and fundus diseases and method of producing thereof. The injection is in a form of lyophilized powder in which the rate of flavone to adenosine is 5 mg:15 ?g or 5 mg:30 ?g. The flavone and adenosine from Ixeris Sonchifolia Hance is more stable in the lyophilized powder form than in liquid form for injection so that it is easy to control the quality of the product so as to make the medicament safe and effective. It has benefit in store.

Abstract: The invention discloses an injection made from Chinese herb Ixeris Sonchifolia Hance for treatment of cardio-cerebral vascular diseases and fundus diseases and method of producing thereof. The injection is in a form of lyophilized powder in which the rate of flavone to adenosine is 5 mg: 15 ?g or 5 mg: 30 ?g. The flavone and adenosine from Ixeris Sonchifolia Hance is more stable in the lyophilized powder form than in liquid form for injection so that it is easy to control the quality of the product so as to make the medicament safe and effective. It has benefit in store.