intel/language-modeling:centos-pytorch-cpu-distilbert-inference

Languages & frameworks

Machine learning & AI

Data science

Manifest digest

sha256:5e512ef72881d908c92fdbc9173f011019508975a7700842e6d1d3cf080bca2f

OS/ARCH

linux/amd64

Compressed size

2.04 GB

Last pushed

almost 3 years by intelsoftwarerepo

Type

Image

Manifest digest

sha256:5e512ef72881d908c92fdbc9173f011019508975a7700842e6d1d3cf080bca2f

Image Layers

Image Layers

1ADD file ... in / 0 B

2LABEL org.label-schema.schema-version="1.0" 0 B

3CMD ["/bin/bash"]76.74 MB

4RUN /bin/sh -c dnf clean63.09 KB

5RUN /bin/sh -c dnf swap118.63 MB

6RUN /bin/sh -c dnf update3.66 MB

7RUN /bin/sh -c yum update4.2 MB

8ARG PYTHON_VERSION=3.10.120 B

9RUN |1 PYTHON_VERSION=3.10.12 /bin/sh -c544.13 MB

10RUN |1 PYTHON_VERSION=3.10.12 /bin/sh -c5.77 MB

11ARG TORCHAUDIO_VERSION0 B

12ARG TORCHVISION_VERSION0 B

13RUN |3 PYTHON_VERSION=3.10.12 TORCHAUDIO_VERSION= TORCHVISION_VERSION=529.44 MB

14ENV DNNL_MAX_CPU_ISA=AVX512_CORE_AMX0 B

15RUN |3 PYTHON_VERSION=3.10.12 TORCHAUDIO_VERSION= TORCHVISION_VERSION=132 B

16RUN |3 PYTHON_VERSION=3.10.12 TORCHAUDIO_VERSION= TORCHVISION_VERSION=23.21 KB

17WORKDIR /workspace/pytorch-distilbert-inference173 B

18RUN /bin/sh -c yum update194.81 MB

19RUN /bin/sh -c git clone82.24 MB

20

RUN /bin/sh -c wget https://github.com/gperftools/gperftools/releases/download/gperftools-2.7.90/gperftools-2.7.90.tar.gz

50.43 MB

21

COPY models/language_modeling/pytorch/common/enable_ipex_for_transformers.diff models/language_modeling/pytorch/common/enable_ipex_for_transformers.diff # buildkit

13.61 KB

22

COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/convert.py quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/convert.py # buildkit

820 B

23COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/configure.json configure.json # buildkit417.47 KB

24

COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/run_accuracy.sh quickstart/run_accuracy.sh # buildkit

1.59 KB

25

COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/do_calibration.sh quickstart/do_calibration.sh # buildkit

1.23 KB

26

COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/run_multi_instance_realtime.sh quickstart/run_multi_instance_realtime.sh # buildkit

1.99 KB

27

COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/run_multi_instance_throughput.sh quickstart/run_multi_instance_throughput.sh # buildkit

1.71 KB

28

COPY quickstart/language_modeling/pytorch/distilbert_base/inference/cpu/download_model_dataset.sh quickstart/download_model_dataset.sh # buildkit

807 B

29RUN /bin/sh -c cd quickstart209 MB

30RUN /bin/sh -c pip install248.05 MB

31

ENV LD_PRELOAD=/workspace/lib/jemalloc/lib/libjemalloc.so:/workspace/lib/tcmalloc/lib/libtcmalloc.so:/usr/local/lib/libiomp5.so:

0 B

32

ENV MALLOC_CONF=oversize_threshold:1,background_thread:true,metadata_thp:auto,dirty_decay_ms:9000000000,muzzy_decay_ms:9000000000

0 B

33RUN /bin/sh -c yum update17.98 MB

34COPY LICENSE licenses/LICENSE # buildkit4.06 KB

35COPY third_party licenses/third_party # buildkit380.84 KB

Command

ADD file:f97720f96e294b0156d82cfb16d3bcb8c2dacec6b97c9535b7230315c7f379f3 in /