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Iluvatar infer yolov5 (#287)
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* Ixrt environment

* add touch config

* Iluvatar yolov5 case

* fix mistake

---------

Co-authored-by: 杨智超 <zhichao.yang@iluvatar.com>
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clveryang and 杨智超 authored Oct 13, 2023
1 parent 9bca0cc commit 3dc084f
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4 changes: 2 additions & 2 deletions inference/benchmarks/resnet50/README.md
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Expand Up @@ -88,13 +88,13 @@ find ./val -name "*JPEG" | wc -l
- OS kernel版本: 5.15.0-78-generic
- 加速卡驱动版本:3.2.0
- Docker 版本:24.0.4
- 训练框架版本:torch-1.13.1+corex.3.2.0
- 训练框架版本:torch-1.13.1+corex.3.2.1
- 依赖软件版本:
- cuda: 10.2

- 推理工具包

- IXRT: ixrt-0.4.0+corex.3.2.0
- IXRT: ixrt-0.7.0+corex.3.2.1

#### 2.5 腾讯紫霄 C100

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20 changes: 20 additions & 0 deletions inference/benchmarks/yolov5/README.md
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Expand Up @@ -72,6 +72,25 @@ find ./val -name "*JPEG" | wc -l

- XTCL 2.1

#### 2.3 天数智芯 MR-V100

- ##### 硬件环境
- 机器、加速卡型号: MR-V100

- ##### 软件环境
- OS版本:Ubuntu 18.04
- OS kernel版本: 5.15.0-78-generic
- 加速卡驱动版本:3.2.0
- Docker 版本:24.0.4
- 依赖软件版本:
- cuda: 10.2
- torch-1.13.1+corex.3.2.1

- 推理工具包

- IXRT: ixrt-0.7.0+corex.3.2.1


### 3. 运行情况

* 指标列表
Expand All @@ -95,3 +114,4 @@ find ./val -name "*JPEG" | wc -l
| tensorrt | fp32 | 96 | 733.8 | / | / | 53.8 | 361.4 |12.6%| 0.45 | 35.44/40.0 |
| tensorrt | fp16 | 96 | 1665.8 | / | / | 58.6 | 859 |15.0%| 0.45 | 26.15/40.0 |
| kunlunxin_xtcl | fp32 | 96 | / | / | / | / | / |18.9%| 0.451 | 26.42/32.0 |
| ixrt | fp16(W16A32) | 96 | / | / | / | / | / |17.1%| 0.45 | 10.38/32.0 |
6 changes: 4 additions & 2 deletions inference/docker_images/iluvatar/iluvatar_analysis.py
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Expand Up @@ -8,8 +8,10 @@ def analysis_log(logpath):
usage = line.split(" ")[2]
usage = float(usage[:-3])
max_usage = max(max_usage, usage)
max_mem = line.split(" ")[3]
max_mem = float(max_mem[:-3])
if (max_usage >= usage):
m_mem = line.split(" ")[3]
m_mem = float(m_mem[:-3])
max_mem = max(max_mem, m_mem)

return round(max_usage / 1024.0,
2), round(max_mem / 1024.0, 2), eval("24e12"), eval("96e12")
2 changes: 1 addition & 1 deletion inference/docker_images/iluvatar/iluvatar_monitor.py
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Expand Up @@ -75,7 +75,7 @@ def run(self):

def gpu_mon(file):
TIMESTAMP = datetime.datetime.now().strftime('%Y-%m-%d-%H:%M:%S')
cmd = "ixsmi |grep 'Default'|awk '{print $3,$5,$9,$11,$13}'"
cmd = "export PATH=/usr/local/corex/bin:$PATH; export LD_LIBRARY_PATH=/usr/local/corex/lib:$LD_LIBRARY_PATH; ixsmi |grep 'Default'|awk '{print $3,$5,$9,$11,$13}'"
process = subprocess.Popen(cmd,
shell=True,
stdout=subprocess.PIPE,
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6 changes: 3 additions & 3 deletions inference/docker_images/iluvatar/pytorch/packages/README.md
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Expand Up @@ -4,8 +4,8 @@
ixrt-0.7.0+corex.latest.version-cp310-cp310-linux_x86_64.whl

torchvision-0.14.1+corex.3.2.0.20230914.859-cp310-cp310-linux_x86_64.whl
torchvision-0.14.1+corex.3.2.1.20231006.892-cp310-cp310-linux_x86_64.whl

pycuda-2022.2.2+corex.3.2.0.20230914.859-cp310-cp310-linux_x86_64.whl
pycuda-2022.2.2+corex.3.2.1.20231006.892-cp310-cp310-linux_x86_64.whl

torch-1.13.1+corex.3.2.0.20230914.859-cp310-cp310-linux_x86_64.whl
torch-1.13.1+corex.3.2.1.20231006.892-cp310-cp310-linux_x86_64
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Expand Up @@ -2,6 +2,6 @@

>联系邮箱: contact-us@iluvatar.com
corex-installer-linux64-3.2.0-20230718_x86_64_10.2.run
corex-installer-linux64-3.2.1.20231006.892_x86_64_10.2.run

partial_install_cuda_header.tar.gz

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