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Remove unneeded depdendencies in LPG container image #830

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merged 2 commits into from
Sep 23, 2024
Merged

Remove unneeded depdendencies in LPG container image #830

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382d98e
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Bslabe123 Sep 20, 2024
263200a
Update transformers version
Bslabe123 Sep 23, 2024
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3 changes: 1 addition & 2 deletions benchmarks/benchmark/tools/profile-generator/container/Dockerfile
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Original file line number Diff line number Diff line change
@@ -1,9 +1,8 @@
FROM nvidia/cuda:12.1.0-devel-ubuntu22.04 AS dev
FROM python:3.9.20-slim-bookworm as dev

RUN apt-get update -y \
&& apt-get install -y python3-pip git vim curl wget
RUN pip3 install --upgrade pip
RUN pip install packaging torch transformers
WORKDIR /workspace
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# install build and runtime dependencies
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3 changes: 1 addition & 2 deletions benchmarks/benchmark/tools/profile-generator/container/requirements.txt
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Expand Up @@ -15,7 +15,6 @@ pytest-forked
pytest-asyncio
httpx
einops # required for MPT
flash_attn # required for HuggingFace's llama implementation
openai
requests

Expand All @@ -26,7 +25,7 @@ ray >= 2.9
sentencepiece # Required for LLaMA tokenizer.
numpy < 2.0
torch == 2.1.1
transformers >= 4.37.0 # Required for Qwen2
transformers >= 4.42.0 # Required for Qwen2
xformers == 0.0.23
fastapi
uvicorn[standard]
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8 changes: 1 addition & 7 deletions ...e-generator/modules/latency-profile/manifest-templates/latency-profile-generator.yaml.tpl
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Expand Up @@ -18,9 +18,6 @@ spec:
containers:
- name: latency-profile-generator
image: ${artifact_registry}/latency-profile:latest
resources:
limits:
nvidia.com/gpu: 1
command: ["bash", "-c", "./latency_throughput_curve.sh"]
env:
- name: TOKENIZER
Expand Down Expand Up @@ -54,7 +51,4 @@ spec:
secretKeyRef:
name: hf-token
key: HF_TOKEN
%{ endfor ~}
nodeSelector:
cloud.google.com/gke-accelerator: nvidia-l4
iam.gke.io/gke-metadata-server-enabled: "true"
%{ endfor ~}
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