Jianmin Chen Email & Phone Number

Mountain View, Ca, Us

From May/2023 to Sep/2024 in Google:Upgraded Gemini serving quantization schemes to the next level with 2 first author perfy award (silver 24/Q1 and gold 24/Q3) and non first author perfy gold award (24/Q3).Previous Google Tenure resulted in:1. BFloat 16 format: After extensive studies on precision effects on model accuracy.2.Synchronous training: After solving the efficiency issue and improving the accuracy when doing large scale training in Clusters. Paper link: https://arxiv.org/abs/1604.00981 (934 citations as of Oct 24)

Shenzhen, Guangdong, Cn

Machine Learning models (mostly recommendation models) acceleration in GPU and ASIC (Area Specific Chips) systems.

Redmond, Washington, Us

Mostly looking at model compression related issues.

Sunnyvale, California, Us

Wafer Scale computing for Deep Learning. Changing an industry.

Mountain View, Ca, Us

Mostly working on the effect of large scale computing of neural networks training. sync vs async, batch size, etc...

Mountain View, Ca, Us

One of the first batch (<5) to work full time on TPU v2 with training. Some of my experiments helped define the BFloat format. My other experiments helped prototyping its architecture and understanding their effects on trainings of the models.

Santa Clara, California, Us

Intel HD/Iris (GP)GPU Performance Optimization: 1.Owner of the execution units for both GPGPU and graphics pipelines 2.Studied architecture improvements which were applied to future GPUs

Gainesville, Florida, Us

Conduct research on GPGPU and CPU architecture, which includes designing and implementing a simulator, optimizing its performance and analyzing the power consumption

Gainesville, Florida, Us

Teaching assistant of COP5536 (Advanced Data Structure) and COP3530 (Data Structures and Algorithms in JAVA)

Chicago, Il, Us

1. Port a Windows Mobile software from Pocket PC to Smartphone; 2. Implementation to switch an IP Multimedia Subsystem (IMS) call between Cell Data Channel and WiFi channel. Visual C++

Bachelor, Computer Science; Computer Science & Technology

Phd, Computer Engineering