A journey to enable generative AI on a new hardware platform with PyTorch 2.0
- 2023
- PyTorch Conference 2023
Talk
Publications
24 results for Kazuaki Ishizaki
RaPiD: AI Accelerator for Ultra-Low Precision Training and Inference
- Swagath Venkataramani
- Vijayalakshmi Srinivasan
- et al.
- 2021
- ISCA 2021
Conference paperEnabling Vectorized Engine in Apache Spark
- 2021
- Data + AI Summit 2021
TalkEfficient AI System Design with Cross-Layer Approximate Computing
- Swagath Venkataramani
- Xiao Sun
- et al.
- 2020
- Proceedings of the IEEE
PaperDeepTools: Compiler and Execution Runtime Extensions for RaPiD AI Accelerator
- Swagath Venkataramani
- Jungwook Choi
- et al.
- 2019
- IEEE Micro
PaperA Compiler for Deep Neural Network Accelerators to Generate Optimized Code for a Wide Range of Data Parameters from a Hand-crafted Computation Kernel
- Eri Ogawa
- Kazuaki Ishizaki
- et al.
- 2019
- COOL CHIPS 2019
Conference paperAnalyzing and optimizing Java code generation for apache spark query plan
- 2019
- ICPE 2019
Conference paperIdentifying the potential of near data processing for Apache Spark
- Ahsan Javed Awan
- Eduard Ayguadé
- et al.
- 2017
- MEMSYS 2017
Conference paperAccelerating Spark Datasets by Inlining Deserialization
- Jan Wroblewski
- Kazuaki Ishizaki
- et al.
- 2017
- IPDPS 2017
Conference paperCompiling and Optimizing Java 8 Programs for GPU Execution
- Kazuaki Ishizaki
- Akihiro Hayashi
- et al.
- 2015
- PACT 2015
Conference paper