notes

thoughts on computer systems, GPU resource management, efficient AI infrastructure, and research artifacts

“AntMan: Dynamic Scaling on GPU Clusters for Deep Learning” paper summary

5 min read · August 11, 2023 · medium.com

2023 · medium · deep-learning ml-so-good gpu scheduling machine-learning
“Looking beyond GPUs for DNN Scheduling on Multi-Tenant Clusters” paper summary

4 min read · August 07, 2023 · medium.com

2023 · medium · scheduling deep-learning gpu resource-aware ml-so-good
Metrics in Machine Learning

11 min read · June 15, 2023 · medium.com

2023 · medium · ml-so-good machine-learning metrics neural-networks
Profiling PyTorch model with NVIDIA Nsight Systems gives Error when MIG is enabled for any of the…

1 min read · May 03, 2023 · medium.com

2023 · medium · nvidia-nsight-systems machine-learning deep-learning mig pytorch
Profiling a Training Task with PyTorch Profiler and viewing it on Tensorboard

5 min read · May 03, 2023 · medium.com

2023 · medium · pytorch pytorch-profiling-example profiling tensorboard ml-so-good