Abstract: Example methods, apparatuses, and/or articles of manufacture are disclosed that may be implemented, in whole or in part, using one or more computing devices to adapt a neural network structure to a target platform. One or more performance metrics of an execution of the neural network structure may be implemented by one or more target hardware elements. A module from a library of modules may be selected to replace one or more elements of the neural network structure based, at least in part, on the observed one or more performance metrics.

Abstract: An assembly for a thermostatic mixing valve includes a valve body including a first fluid channel having a first inlet port for receiving a first fluid from a first fluid supply line, a second fluid channel having a second inlet port for receiving a second fluid from a second fluid supply line, and a cartridge chamber having a first layer, a second layer offset from the first layer, and an opening for receiving a thermostatic mixing cartridge. A first removable insert guides the first fluid to the first layer when inserted into the first fluid channel and guides the second fluid to the first layer when inserted into the second fluid channel. A second removable insert guides the first fluid to the second layer when inserted into the first fluid channel and guides the second fluid to the second layer when inserted into the second fluid channel.

Abstract: An assembly for a thermostatic mixing valve includes a valve body including a first fluid channel having a first inlet port for receiving a first fluid from a first fluid supply line, a second fluid channel having a second inlet port for receiving a second fluid from a second fluid supply line, and a cartridge chamber having a first layer, a second layer offset from the first layer, and an opening for receiving a thermostatic mixing cartridge. A first removable insert guides the first fluid to the first layer when inserted into the first fluid channel and guides the second fluid to the first layer when inserted into the second fluid channel. A second removable insert guides the first fluid to the second layer when inserted into the first fluid channel and guides the second fluid to the second layer when inserted into the second fluid channel.