Skip to content

GitLab

"tools/cfgs/kitti_models/pointrcnn_iou.yaml" did not exist on "29ad7c8916b9e55588208805d44abf49ed734c39"
Switch branch/tag
Find file Normal viewHistoryPermalink
2023-12-31-release-0-10.md 1.98 KB
Newer Older
Yifan Xiong's avatar
Docs - Upgrade version and release note (#606)  
Yifan Xiong committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53 
---
slug: release-sb-v0.10
title: Releasing SuperBench v0.10
author: Peng Cheng
author_title: SuperBench Team
author_url: https://github.com/cp5555
author_image_url: https://github.com/cp5555.png
tags: [superbench, announcement, release]
---

We are very happy to announce that **SuperBench 0.10.0 version** is officially released today!

You can install and try superbench by following [Getting Started Tutorial](https://microsoft.github.io/superbenchmark/docs/getting-started/installation).

## SuperBench 0.10.0 Release Notes

### SuperBench Improvements

- Support monitoring for AMD GPUs.
- Support ROCm 5.7 and ROCm 6.0 dockerfile.
- Add MSCCL support for Nvidia GPU.
- Fix NUMA domains swap issue in NDv4 topology file.
- Add NDv5 topo file.
- Fix NCCL and NCCL-test to 2.18.3 for hang issue in CUDA 12.2.

### Micro-benchmark Improvements

- Add HPL random generator to gemm-flops with ROCm.
- Add DirectXGPURenderFPS benchmark to measure the FPS of rendering simple frames.
- Add HWDecoderFPS benchmark to measure the FPS of hardware decoder performance.
- Update Docker image for H100 support.
- Update MLC version into 3.10 for CUDA/ROCm dockerfile.
- Bug fix for GPU Burn test.
- Support INT8 in cublaslt function.
- Add hipBLASLt function benchmark.
- Support cpu-gpu and gpu-cpu in ib-validation.
- Support graph mode in NCCL/RCCL benchmarks for latency metrics.
- Support cpp implementation in distributed inference benchmark.
- Add O2 option for gpu copy ROCm build.
- Support different hipblasLt data types in dist inference.
- Support in-place in NCCL/RCCL benchmark.
- Support data type option in NCCL/RCCL benchmark.
- Improve P2P performance with fine-grained GPU memory in GPU-copy test for AMD GPUs.
- Update hipblaslt GEMM metric unit to tflops.
- Support FP8 for hipblaslt benchmark.

### Model Benchmark Improvements

- Change torch.distributed.launch to torchrun.
- Support Megatron-LM/Megatron-Deepspeed GPT pretrain benchmark.

### Result Analysis
- Support baseline generation from multiple nodes.