Abstract: The present disclosure discloses a method for execution of a computational graph in a neural network model and an apparatus thereof, including: creating task execution bodies on a native machine according to a physical computational graph compiled and generated by a deep learning framework, and designing a solution for allocating a plurality of idle memory blocks to each task execution body, so that the entire computational graph participates in deep learning training tasks of different batches of data in a pipelining and parallelizing manner.

Abstract: A full-face shaft tunnel boring machine system includes a tunnel boring machine cutterhead device for tunneling downwards in a shaft; a full-hydraulic formwork device for supporting and walling in a wellbore; and an upper muck-discharge system for vertically conveying rock mucks generated by tunneling. The tunnel boring machine cutterhead device comprises a vertical guide frame, a cutter-expanded boring head and an advanced cutterhead that are fixedly connected in a vertical order from top to bottom so as to form an integrated structure. The vertical guide frame is a hollow cylindrical structure and driven to rotate around an axis of the vertical guide frame by a power mechanism, and an outer wall of the vertical guide frame is provided with multiple sets of first guide rollers.

Abstract: Provided is a curved liquid crystal display panel, including a color film substrate and an array substrate. An orthographic projection of the color film substrate on the array substrate is within the array substrate. The color film substrate includes a first side surface and a second side surface. The array substrate includes a third side surface and a fourth side surface. The first side surface is adjacent to and staggered from the third side surface. The second side surface is adjacent to and staggered from the fourth side surface. At positions where the third side surface and the fourth side surface are disposed, each of a side, proximal to the color film substrate, of the array substrate and a side, distal from the color film substrate, of the array substrate includes a structure formed by a grinding process.

Abstract: A lighting fixture includes a lighting body and an illumination adjusting element which is arranged on the lighting body and is capable of being switched between an opaque mode and a transparent mode by means of electrical control, so that the lighting fixture is able to provide different illumination patterns.

Abstract: A lighting fixture includes a lighting body and an illumination adjusting element which is arranged on the lighting body and is capable of being switched between an opaque mode and a transparent mode by means of electrical control, so that the lighting fixture is able to provide different illumination patterns.

Abstract: A charging station includes a power supply member supplying power and a case. The case includes a case body and a holding member. The charging station has a retracting state and an outstretching state. In the retracting state, the holding member is retracted to the case body. In the outstretching state, the holding member is outstretched from the case body to hold a second electrical device and the second electrical device is capable of obtaining power from the power supply member.

Abstract: A work light includes a light source assembly, a light casing, and a joint assembly. The light source assembly includes a light housing, a light source housed in the light housing, and a swing arm rearwardly extended from the light housing, wherein the swing arm has a rotatable slot formed thereat. The light casing includes a base casing and a top casing coupled thereon to cover a top opening of the rotatable slot. The joint assembly includes a rotatable axle upwardly and rotatably extended from the base casing through a bottom opening of the rotatable slot, and a coupling shaft downwardly extended from the top casing to the base casing through the rotatable axle, so as to rotatably couple the light source assembly at the light housing.