4results about How to "Rigorous process" patented technology

The invention discloses a deep network model quantization compression method, which relates to the technical field of model quantization and comprises the following steps of: preprocessing a deep network model, compressing the deep network model by combining model quantization and pruning, performing low-rank decomposition on the deep network model and verifying a compression quantization effect of the deep network model; according to the method, a series of preprocessing operations are carried out on the deep network model to be processed, the deep network model can be ensured to be smoothly carried out in a subsequent quantization process, the performance of the model is reserved as far as possible, and redundant parameters in the deep network model can be deleted by carrying out model pruning on the deep network model in combination with model quantization. According to the method, the complexity of the model can be reduced, the precision of the model can be kept, floating-point number parameters in the model are converted into low-precision fixed-point numbers, and the storage and calculation cost of the model can be reduced, so that the deep network model is effectively compressed and quantized, and the deep network model is lighter.

The utility model relates to industrial waste gas technical field provides an industrial waste gas desulfurization device, including desulfurizing tower, the top fixed mounting of desulfurizing tower has the flue gas outlet pipeline, the inside rear side fixed mounting of desulfurizing tower has the feed pipe, the inside left side fixed mounting of desulfurizing tower has the flue gas inlet pipeline, still include: motor, fixed mounting in the top of flue gas inlet pipeline, the bottom fixed mounting of motor has the rotating plate, the bottom left side of rotating plate is provided with the movable rod, the utility model discloses, when using, through the arrangement of scraper and shower nozzle structure, not only can effectively remove the particulate impurities in waste gas, prevent them from plugging the pipeline and equipment inside desulfurizing tower, simultaneously, the scraper can slide and scrape on the left side of filter plate, timely remove the particulate impurities on filter plate, ensure that filter plate always maintains the efficient working state, avoids the filtration efficiency decline caused by dirt accumulation, reduces manual intervention and downtime.

The application relates to a concrete precast pile construction method and system based on a MEMS tilt sensor, an electronic device and a storage medium. The method comprises the following steps: collecting original pile body inclination angle data in real time, suppressing multi-source noise of the original pile body inclination angle data, and outputting real pile body inclination data; removing abnormal features in the real pile body inclination data, and outputting effective pile body inclination data; optimizing the effective pile body inclination data, and generating normalized pile body inclination data; compensating the normalized pile body data, and outputting actual pile body inclination angle data; calling a calibration mechanism to analyze the actual pile body inclination angle data, and outputting an actual pile body inclination posture; and calculating the actual pile body inclination posture to obtain a pile body construction adjustment angle. The application can collect the inclination angle of the concrete precast pile in real time, and then timely adjust the direction of a pile hammer device, so that the concrete precast pile can be accurately guided into a pile position.

The invention belongs to the technical field of optical cable laying, and provides a comprehensive cable channel circulating relay type optical cable traction laying method, which comprises the following steps of: S1, preparing two pipe penetrating devices with special lengths and two corresponding teams of workers, namely a pipe penetrating device A and a team A, and a pipe penetrating device B and a team B; s2, the cover plate above the channel is uncovered according to the head-to-tail distance of the total length of the pipe penetrating device to form a skylight, and meanwhile, the cover plate is uncovered in the optical cable laying direction circularly according to the distance; and step S3, the A team and the B team are simultaneously provided with the A pipe penetrating device and the B pipe penetrating device, and the A team enables the head end of the A pipe penetrating device to penetrate from the first skylight and pushes the head end towards the optical cable laying direction. Cyclic relay traction is carried out on the optical cable through the specially-made pipe penetrating device so as to realize uninterrupted continuous laying, the process is rigorous, the division of labor is clear, the working time is reasonably utilized, additional power equipment is not needed, physical activities of workers are more convenient, the working efficiency is higher, the construction cost is lower, and idle work is completely eradicated.