msr-fiddle / dnn-partitioningLinks
☆40Updated 4 years ago
Alternatives and similar repositories for dnn-partitioning
Users that are interested in dnn-partitioning are comparing it to the libraries listed below
Sorting:
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆87Updated 2 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 2 years ago
- ☆83Updated 2 years ago
- ☆38Updated 3 months ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated last year
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- LLM serving cluster simulator☆115Updated last year
- Synthesizer for optimal collective communication algorithms☆117Updated last year
- ☆92Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆122Updated 3 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆41Updated last year
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Updated 3 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated last year
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Updated 3 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Updated 5 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆38Updated 6 months ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆66Updated 6 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆55Updated last year
- Repository for MLCommons Chakra schema and tools☆39Updated last year
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆138Updated 2 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆115Updated 2 years ago
- ☆43Updated last year
- FTPipe and related pipeline model parallelism research.☆42Updated 2 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆66Updated 2 years ago
- ☆81Updated 4 months ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- ☆50Updated 6 years ago