Abstract: Proposed is a method for generating training data for training an artificial intelligence model capable of automatically designing a cache memory structure. The method for generating training data for cache memory design includes setting a reuse profile, setting a first selection reuse distance based on the reuse profile, setting a first load index and a first real reuse distance based on the first selection reuse distance, modifying the reuse profile according to setting the first real reuse distance, and setting a second selection reuse distance based on the modified reuse profile.

Abstract: A light emitting diode apparatus is provided. The light emitting diode apparatus includes a wavelength conversion layer, a light emitting diode layer, a light transmission layer, and a sheath layer. The wavelength conversion layer has a first refractive index. The light emitting diode layer includes a base layer arranged on the wavelength conversion layer, and a light emitting structure layer arranged on the base layer. The light transmission layer is arranged on the wavelength conversion layer, surrounds a sidewall of the light emitting diode layer and contacts the sidewall of the light emitting diode layer, and has a second refractive index. The sheath layer is arranged to cover the light emitting diode layer and the light transmission layer, and has a third refractive index less than the second refractive index.

Abstract: A light emitting diode apparatus is provided. The light emitting diode apparatus includes a wavelength conversion layer, a light emitting diode layer, a light transmission layer, and a sheath layer. The wavelength conversion layer has a first refractive index. The light emitting diode layer includes a base layer arranged on the wavelength conversion layer, and a light emitting structure layer arranged on the base layer. The light transmission layer is arranged on the wavelength conversion layer, surrounds a sidewall of the light emitting diode layer and contacts the sidewall of the light emitting diode layer, and has a second refractive index. The sheath layer is arranged to cover the light emitting diode layer and the light transmission layer, and has a third refractive index less than the second refractive index.

Abstract: A semiconductor light-emitting diode (LED) package is provided and includes a semiconductor LED chip having a surface on which a first electrode and a second electrode are formed; a first solder bump formed on the first electrode and a second solder bump formed on the second electrode, the first solder bump and the second solder bump protruding from the surface of the semiconductor LED chip; and a resin layer having a bottom portion that surrounds a first side surface of the first solder bump and a second side surface of the second solder bump and covers the surface of the semiconductor LED chip.

Abstract: A semiconductor light-emitting diode (LED) package is provided and includes a semiconductor LED chip having a surface on which a first electrode and a second electrode are formed; a first solder bump formed on the first electrode and a second solder bump formed on the second electrode, the first solder bump and the second solder bump protruding from the surface of the semiconductor LED chip; and a resin layer having a bottom portion that surrounds a first side surface of the first solder bump and a second side surface of the second solder bump and covers the surface of the semiconductor LED chip.

Abstract: Provided is an eco-friendly filament using a biomass manufactured by extruding a bioplastic pellet which is formed from a bioplastic pellet composition including mixed particles including a coffee byproduct with a fatty acid content of 0.01 to 2.5 wt % or less and inorganic particles and having a size of 50 ?m or less; an additive; and a plastic raw material. The inorganic particles are one or more selected from the group consisting of calcium carbonate, silica, starch, alumina, titanium dioxide, talc, kaolin, mica, sericite, zinc oxide, barium carbonate, barium sulfate, diatomaceous earth, magnesium carbonate, magnesium silicate, boron nitride, alumina, zirconium oxide, iron oxide and mica titanium. The additive is one or more selected from the group consisting of an amide-based active compound, copolyamide, ethyl methane sulfonate (EMS), ethylene bis stearamide (EBS), and D-sorbitol.