Abstract: One embodiment provides for a graphics processing unit to accelerate machine-learning operations, the graphics processing unit comprising a multiprocessor having a single instruction, multiple thread (SIMT) architecture, the multiprocessor to execute at least one single instruction; and a first compute unit included within the multiprocessor, the at least one single instruction to cause the first compute unit to perform a two-dimensional matrix multiply and accumulate operation, wherein to perform the two-dimensional matrix multiply and accumulate operation includes to compute a 32-bit intermediate product of 16-bit operands and to compute a 32-bit sum based on the 32-bit intermediate product.

Abstract: One embodiment provides a parallel processor comprising a hardware scheduler to schedule pipeline commands for compute operations to one or more of multiple types of compute units, a plurality of processing resources including a first sparse compute unit configured for input at a first level of sparsity and hybrid memory circuitry including a memory controller, a memory interface, and a second sparse compute unit configured for input at a second level of sparsity that is greater than the first level of sparsity.

Abstract: The present invention relates to nucleic acid sequences for detecting soybean plant DBN8002 and detection methods thereof, wherein said nucleic acid sequences comprise SEQ ID NO: 1 or a complementary sequence thereof, and/or SEQ ID NO: 2 or a complementary sequence thereof. The soybean plant DBN8002 of the present invention has good resistance against Lepidoptera insects as well as good tolerance to glufosinate herbicide without compromising the yield, and the detection methods can accurately and rapidly identify whether a biological sample contains the DNA molecule of the transgenic soybean event DBN8002.

Abstract: One embodiment provides for a graphics processing unit to accelerate machine-learning operations, the graphics processing unit comprising a multiprocessor having a single instruction, multiple thread (SIMT) architecture, the multiprocessor to execute at least one single instruction; and a first compute unit included within the multiprocessor, the at least one single instruction to cause the first compute unit to perform a two-dimensional matrix multiply and accumulate operation, wherein to perform the two-dimensional matrix multiply and accumulate operation includes to compute an intermediate product of 16-bit operands and to compute a 32-bit sum based on the intermediate product.

Abstract: An automatic pathogen-from-expiration detection system and method is disclosed. The system comprises a gas pathogen recovery unit, a pathogen concentration unit and a sample detection unit.

Abstract: The automatic identification hydrogen refueling system includes a ground positioning module, a hydrogen storage module, a mechanical arm, a refueling module, an automatic identification module and an information processing module. The ground positioning module is provided with a sensor. A hydrogen conveying pipeline is connected with the refueling module. The hydrogen storage module is arranged at a tail end of the ground positioning module, and connected with the mechanical arm, the information processing module and the hydrogen conveying pipeline. The information processing module controls the mechanical arm to drive the refueling module to preliminarily align a refueling connector after receiving a sensor signal.

Abstract: The disclosure relates to the technical field of batteries, and particularly relates to a battery container, a battery pack, and a battery assembling method. The battery container includes a bottom plate, a first fixing member disposed on the bottom plate, and a second fixing member disposed on the bottom plate. The second fixing member and the first fixing member are arranged opposite to each other. A battery accommodating part is formed between the first fixing member and the second fixing member. A surface of the first fixing member facing the second fixing member has a first groove, and a surface of the second fixing member facing the first fixing member has a second groove. The first groove and the second groove are configured to remove a clamp from the battery container during assembly.