Archive for Juli 16th, 2024
InstructLab – lowering the barrier to AI model development
Dienstag, Juli 16th, 2024Bill Gates – I had the chance to visit First Avenue Elementary School in Newark, which is pioneering the use of AI in the classroom
Dienstag, Juli 16th, 2024TOPS – quantifies an NPU’s processing capabilities by measuring the number of operations (additions, multiplies, etc.) in trillions executed within a second
Dienstag, Juli 16th, 2024TOPS = 2 × MAC unit count × Frequency / 1 Trillion
Multiply Accumulate (MAC) operation executes the mathematical formulas at the core of AI workloads
Frequency dictates the clock speed (or cycles per second) at which an NPU and its MAC units (as well as a CPU or GPU) operate directly influencing overall Performance
Precision refers to the granularity of calculations with higher precision typically correlating with increased model accuracy at the expense of computational intensity