jboner

Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference                           0.5 ns
Branch mispredict                            5   ns
L2 cache reference                           7   ns                      14x L1 cache
Mutex lock/unlock                           25   ns
Main memory reference                      100   ns                      20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy             3,000   ns        3 us
Send 1K bytes over 1 Gbps network       10,000   ns       10 us
Read 4K randomly from SSD*             150,000   ns      150 us          ~1GB/sec SSD

abrichr

# from https://github.com/OpenAdaptAI/OpenAdapt/blob/44d4a55f332ef3b846933b38854372d4166fd2ea/experiments/gpt4v.py

"""Example usage of GPT4-V API.

Usage:

    OPENAI_API_KEY=<your_api_key> python3 gpt4v.py \
        [<path/to/image1.png>] [<path/to/image2.jpg>] [...] "text prompt"

Example: