ClearML/clearml-fractional-gpu
1
0
Fork 0
mirror of https://github.com/clearml/clearml-fractional-gpu synced 2025-01-31 02:47:00 +00:00
Code Issues Actions Packages Projects Releases Wiki Activity

minor edits

Browse Source
This commit is contained in:
revital 2024-07-15 09:08:29 +03:00
parent 7e43a32271
commit 63baff2300
1 changed files with 4 additions and 4 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

8
README.md
View File

@ -140,7 +140,7 @@ We will keep updating & supporting new drivers as they continue to be released
**A**: Yes, `nvidia-smi` is communicating directly with the low-level drivers and reports both accurate container GPU memory as well as the container local memory limitation.<br> **A**: Yes, `nvidia-smi` is communicating directly with the low-level drivers and reports both accurate container GPU memory as well as the container local memory limitation.<br>
Notice GPU utilization will be the global (i.e. host side) GPU utilization and not the specific local container GPU utilization. Notice GPU utilization will be the global (i.e. host side) GPU utilization and not the specific local container GPU utilization.
- **Q**: How do I make sure my Python / Pytorch / Tensorflow are actually memory limited <br> - **Q**: How do I make sure my Python / Pytorch / Tensorflow are actually memory limited? <br>
**A**: For PyTorch you can run: <br> **A**: For PyTorch you can run: <br>
```python ```python
import torch import torch
@ -165,10 +165,10 @@ Notice that changing it will not remove or reduce the limitation.
a container process can see any command line running on the host system. a container process can see any command line running on the host system.
If a process command line contains a "secret" then yes, this might become a potential data leak. If a process command line contains a "secret" then yes, this might become a potential data leak.
Notice that passing "secrets" in the command line is ill-advised, and hence we do not consider it a security risk. Notice that passing "secrets" in the command line is ill-advised, and hence we do not consider it a security risk.
That said if security is key, the enterprise edition (see below) eliminate the need to run with `pid-host` and thus fully secure That said if security is key, the enterprise edition (see below) eliminate the need to run with `pid-host` and thus fully secure.
- **Q**: Can you run the container **without** `--pid=host` ? <br> - **Q**: Can you run the container **without** `--pid=host` ? <br>
**A**: You can! but you will have to use the enterprise version of the clearml-fractional-gpu container **A**: You can! But you will have to use the enterprise version of the clearml-fractional-gpu container
(otherwise the memory limit is applied system wide instead of container wide). If this feature is important for you, please contact [ClearML sales & support](https://clear.ml/contact-us). (otherwise the memory limit is applied system wide instead of container wide). If this feature is important for you, please contact [ClearML sales & support](https://clear.ml/contact-us).
@ -183,7 +183,7 @@ An expanded Commercial license for use within a product or service is available
ClearML offers enterprise and commercial license adding many additional features on top of fractional GPUs, ClearML offers enterprise and commercial license adding many additional features on top of fractional GPUs,
these include orchestration, priority queues, quota management, compute cluster dashboard, these include orchestration, priority queues, quota management, compute cluster dashboard,
dataset management & experiment management, as well as enterprise grade security and support. dataset management & experiment management, as well as enterprise grade security and support.
Learn more about [ClearML Orchestration](https://clear.ml) or talk to us directly at [ClearML sales](https://clear.ml/contact-us) Learn more about [ClearML Orchestration](https://clear.ml) or talk to us directly at [ClearML sales](https://clear.ml/contact-us).
## 📡 How can I help? ## 📡 How can I help?