OrderLab / TrainCheckLinks
A Framework for Automated Validation of Deep Learning Training Tasks
☆53Updated last month
Alternatives and similar repositories for TrainCheck
Users that are interested in TrainCheck are comparing it to the libraries listed below
Sorting:
- ☆204Updated 3 months ago
- A scheduling framework for multitasking over diverse XPUs, including GPUs, NPUs, ASICs, and FPGAs☆132Updated 3 weeks ago
- Orbit: OS Support for Safe and Efficient Auxiliary Tasks in Applications☆22Updated 3 years ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆36Updated 6 months ago
- Artifact evaluation repo for EuroSys'24.☆28Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 11 months ago
- Website for Artifact Evaluation at EuroSys, SOSP, OSDI, ATC☆49Updated last month
- ☆57Updated 2 weeks ago
- SOTA Learning-augmented Systems☆37Updated 3 years ago
- Fast OS-level support for GPU checkpoint and restore☆254Updated last month
- ☆79Updated 3 years ago
- ☆27Updated last year
- ☆56Updated 4 years ago
- Automated Testing and Adaptive Detection of **Slow Faults** in Distributed Systems☆16Updated 8 months ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆47Updated last year
- A curated list of awesome serverless research works, including papers and open-sourced projects.☆86Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆72Updated last month
- ☆21Updated last year
- This is the repo for remote direct memory introspection.☆22Updated 2 years ago
- Pie: Programmable LLM Serving☆65Updated this week
- ☆66Updated 2 months ago
- Major CS conference publication stats (including accepted and submitted) by year.☆156Updated 2 months ago
- A framework for generating realistic LLM serving workloads☆79Updated last month
- A Progam-Behavior-Guided Far Memory System☆35Updated 2 years ago
- Project Mitosis Introduction☆19Updated 3 years ago
- Stateful LLM Serving☆88Updated 8 months ago
- A resilient distributed training framework☆96Updated last year
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆102Updated 2 years ago
- MemLiner is a remote-memory-friendly runtime system.☆31Updated 3 years ago
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆68Updated 4 months ago