Comments (3)
stillmatic
commented on June 12, 2024
1
can you confirm #3906 is the same ask?
It is very closely related - that one points out the same modelparams -> params inconsistency in the CPU Adam optimizer, but I also note a adamw_mode -> adam_w_mode inconsistency.
from deepspeed.
loadams
commented on June 12, 2024
@stillmatic - thanks for pointing this out, for the first part, we have a bug that I still needed to address for this, can you confirm #3906 is the same ask?
For the second part, I'm not certain and will look into that.
from deepspeed.
loadams
commented on June 12, 2024
Thanks, that makes sense. I'll take a look at updating all of those to match.
from deepspeed.
Related Issues (20)
- Content window is blocking text on deepspeed.ai HOT 2
- [BUG] Training crashes with "'Tensor' object has no attribute 'ds_id'"
- [BUG] Memory Leak in Stage 2 Optimizer
- [BUG] import deepspeed, MissingCUDAException HOT 3
- [REQUEST] Add documentation on how to run fast inference of `transformers` models with ZeRO-3
- [REQUEST] Any arguments for disabling saving global steps?
- [BUG] Jamba (Mamba+MoE) + ZeRO3 + LoRA training hangs
- [BUG] 3 GPUs is not as good as expectation compare with 2 GPUs; NV vs AMD performace; flash attention not support for AMD GPUs
- [BUG] Unexpected High Memory Usage (OOM) when finetuning Llama2-7B
- [REQUEST] Enable both CPU and NVMe for optimizer
- [BUG] Mismatch between dtype settings in model and ds_config results in NaN loss
- [REQUEST] Launcher mode with SSH bypass HOT 2
- FileNotFoundError: [Errno 2] No such file or directory: ':/usr/local/cuda/bin/nvcc' HOT 5
- [BUG] Uneven work distribution caused by get_shard_size changes
- [BUG] When initializing model_engine, if an mpu is specified, it can lead to an excessively large checkpoint size, and the checkpoint may not be convertible through the `zero_to_fp32.py` script.
- [BUG] Uneven work distribution caused by get_shard_size changes HOT 9
- [REQUEST] pynvml package seems to be deprecated in favor of nvidia-ml-py HOT 1
- [BUG] BertLMHeadModel.from_pretrained hangs when using zero-3 / zero3-offload HOT 1
- [BUG]Why ZeroOneAdam is easy to OOM compared to Adam optimizer?
- [BUG] Why the results were inconsistent in two identical tests with config zero2 + overlap_comm HOT 4
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from deepspeed.