ruipeterpan / torch_profiler
Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo
☆11Updated 2 years ago
Alternatives and similar repositories for torch_profiler:
Users that are interested in torch_profiler are comparing it to the libraries listed below
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆19Updated last year
- An Attention Superoptimizer☆21Updated last month
- ☆9Updated 2 years ago
- An external memory allocator example for PyTorch.☆14Updated 3 years ago
- SOTA Learning-augmented Systems☆34Updated 2 years ago
- ☆14Updated 2 years ago
- ☆19Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆22Updated 3 months ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated 11 months ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 years ago
- General system research material (not limited to paper) reading notes.☆21Updated 3 years ago
- ☆12Updated 2 years ago
- MobiSys#114☆21Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- My tests and experiments with some popular dl frameworks.☆12Updated this week
- ☆24Updated last year
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆19Updated last week
- ☆19Updated 4 months ago
- Machine Learning System☆14Updated 4 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆14Updated 4 years ago
- TileFusion is a highly efficient kernel template library designed to elevate the level of abstraction in CUDA C for processing tiles.☆56Updated this week
- Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference☆17Updated last year
- This repository describes I/O traces of Google storage servers and disks synthesized by Thesios. Thesios synthesizes representative I/O t…☆22Updated 9 months ago
- ☆26Updated last month
- ☆23Updated 2 months ago
- STREAMer: Benchmarking remote volatile and non-volatile memory bandwidth☆16Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆31Updated 6 months ago
- Slides from 2021-12-15 talk, "TVM Developer Bootcamp – Writing Hardware Backends"☆10Updated 3 years ago
- Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)☆9Updated last year
- website for systems seminar at UIUC☆17Updated this week