八肢瑜珈之第二戒。
觀察精進全由心造。
勿讓旁人拿捏曲直。
口罩超可愛的。
*** References。
[1] 2024。Harish R。Comparing GPU vs TPU vs LPU。medium.com/@harishramkumar/comparing-gpu-vs-tpu-vs-lpu-the-battle-of-ai-processors-2cf4548c4a62。
[2] 2024。QNAP。CPU, GPU, NPU, TPU。
[3] Les bruits de la ville。Voyou ft. Yelle。https://www.youtube.com/watch?v=ln79pkyvEf4&t=138s。
*** GPU。Graphics Processing Unit。
- Widely used for
- gaming,
- graphic rendering, and
- parallel processing tasks.
- With its high parallel computing power, Popular for
- deep learning,
- machine learning, and
- data analytics.
- Commonly found in
- gaming PCs,
- workstations, and
- servers.
*** TPU。Tensor Processing Unit。
- Developed by Google for accelerating machine learning tasks, particularly
- neural network inference.
- AI workloads dedicated. Known for
- its high throughput and
- energy efficiency.
- While highly effective for AI tasks, TPUs may be less widely used compared to GPUs due to limited availability and higher prices.
*** NPU。Neural Network Processing Unit。
- Specifically designed for accelerating AI applications, particularly
- neural network-based tasks.
- Growing in popularity due to the increasing demand for AI and machine learning technologies.
- Often found in devices requiring on-device AI processing, such as
- smartphones,
- cameras, and
- IoT devices.
*** FPGA。Field-Programmable Gate Array。
- Used in a variety of applications due to their reconfigurable nature and flexibility.
- Popular for
- prototyping,
- embedded systems, and
- specialized computing tasks.
- While not as mainstream as CPUs and GPUs, FPGAs are gaining popularity in certain industries and applications requiring customizable hardware acceleration.
*** VPU。Vision Processing Unit。
- Specialized microprocessors designed for machine vision tasks such as
- image recognition and
- object detection.
- Increasing in popularity with the rise of computer vision (CV) applications in various industries.
- Often integrated into devices requiring vision-based processing capabilities, such as
- surveillance cameras,
- drones, and
- autonomous vehicles.
*** CPU。Central Processing Unit。
- Found in virtually all computing devices, including desktops, laptops, and servers.
- Essential for general-purpose computing tasks and running operating systems and applications.
- Although not as powerful for parallel processing as GPUs, CPUs are ubiquitous and essential for overall system functionality.
*** QPU。Quantum Processing Unit。
- Currently in the early stages of development, with limited practical applications.
- Research and development in quantum computing are ongoing, but practical implementations are still rare.
- While promising for certain types of computations, QPUs are not yet widely available or used in mainstream computing.
*** APU。Associative Processing Unit。
- Less commonly known and used compared to other processing units.
- Specializes in
- identification tasks and
- pattern recognition
- Suitable for specific applications like
- networking devices and
- cache memory.
- While not as widely used as CPUs or GPUs, APUs may find niche applications in certain industries.
Les bruits de la ville。Voyou ft. Yelle。