Release SuperBench v0.4.0 SuperBench v0.4.0 Release Notes =============================== SuperBench Framework -------------------- __Monitor__ - Add monitor framework for NVIDIA GPU, CPU, memory and disk. __Data Diagnosis and Analysis__ - Support baseline-based data diagnosis. - Support basic analysis feature (boxplot figure, outlier detection, etc.). Single-node Validation ---------------------- __Micro Benchmarks__ - CPU Memory Validation (tool: Intel Memory Latency Checker). - GPU Copy Bandwidth (tool: built by MSRA). - Add ORT Model on AMD GPU platform. - Add inference backend TensorRT. - Add inference backend ORT. Multi-node Validation --------------------- __Micro Benchmarks__ - IB Networking validation. - TCP validation (tool: TCPing). - GPCNet Validation (tool: GPCNet). Other Improvement ----------------- 1. Enhancement - Add pipeline for AMD docker. - Integrate system config info script with SuperBench. - Support FP32 mode without TF32. - Refine unit test for microbenchmark. - Unify metric names for all benchmarks. 2. Document - Add benchmark list. - Add monitor document. - Add data diagnosis document.
This tag has no release notes.