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NVIDIA
JAX
Container
NVIDIA
NVIDIA
JAX

JAX is a framework for high-performance numerical computing and machine learning research. It includes Numpy-like APIs, automatic differentiation, XLA acceleration and simple primitives for scaling across GPUs and supports an ecosystem of libraries.

LayerLabelCreated
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
/opt/maxtext
01/22/2025 8:57 AM UTC
sha256:413cba0ce52ff3db2658772f1d35bedee51456a2ed7f69527d2de7de45a795e8RUN
NVIDIA_BUILD_ID=135630783 URLREF_MAXTEXT=https://github.com/google/maxtext.git#4651cb3c73de92e528a98281be29c05b27aaf501 URLREF_TFTEXT=https://github.com/tensorflow/text.git#master SRC_PATH_MAXTEXT=/opt/maxtext SRC_PATH_TFTEXT=/opt/tensorflow-text URLREF_JETSTREAM=https://github.com/google/jetstream.git#9ca442137fec58bab819b7e561f0d204ebda4767 SRC_PATH_JETSTREAM=/opt/jetstream pip install "ml_dtypes>=0.5.0"
01/22/2025 8:57 AM UTC
sha256:2ed6413daaf5a946eb4382f5b2cffc8b5fd5daa0814f9f5c8b3db3eae30a93caRUN
NVIDIA_BUILD_ID=135630783 URLREF_MAXTEXT=https://github.com/google/maxtext.git#4651cb3c73de92e528a98281be29c05b27aaf501 URLREF_TFTEXT=https://github.com/tensorflow/text.git#master SRC_PATH_MAXTEXT=/opt/maxtext SRC_PATH_TFTEXT=/opt/tensorflow-text URLREF_JETSTREAM=https://github.com/google/jetstream.git#9ca442137fec58bab819b7e561f0d204ebda4767 SRC_PATH_JETSTREAM=/opt/jetstream pip install "werkzeug>=3.0.3"
01/22/2025 8:57 AM UTC
sha256:400a5b02a06b9df2070e381163d1779765580fc3c20ce2fdccedf138bcb1e246RUN
NVIDIA_BUILD_ID=135630783 URLREF_MAXTEXT=https://github.com/google/maxtext.git#4651cb3c73de92e528a98281be29c05b27aaf501 URLREF_TFTEXT=https://github.com/tensorflow/text.git#master SRC_PATH_MAXTEXT=/opt/maxtext SRC_PATH_TFTEXT=/opt/tensorflow-text URLREF_JETSTREAM=https://github.com/google/jetstream.git#9ca442137fec58bab819b7e561f0d204ebda4767 SRC_PATH_JETSTREAM=/opt/jetstream pip-finalize.sh
01/22/2025 8:57 AM UTC
sha256:908a787bbd53fa8964ed27c6274ffaef8f7434f7b663414491232852beec7aa2RUN
NVIDIA_BUILD_ID=135630783 URLREF_MAXTEXT=https://github.com/google/maxtext.git#4651cb3c73de92e528a98281be29c05b27aaf501 URLREF_TFTEXT=https://github.com/tensorflow/text.git#master SRC_PATH_MAXTEXT=/opt/maxtext SRC_PATH_TFTEXT=/opt/tensorflow-text URLREF_JETSTREAM=https://github.com/google/jetstream.git#9ca442137fec58bab819b7e561f0d204ebda4767 SRC_PATH_JETSTREAM=/opt/jetstream sed -i "s/ml_dtypes>=0.5.0/ml_dtypes>=0.4.0/" /opt/jax/build/requirements.in &&
  sed -i "s/ml_dtypes>=0.5.0/ml_dtypes>=0.4.0/" /opt/jax/setup.py
01/22/2025 8:53 AM UTC
sha256:8d0bd43983585f2ee0ffe99c9c1f5da852ab4e04b920821da9c9ebd5a2c196dfRUN
RUN |7 NVIDIA_BUILD_ID=135630783 URLREF_MAXTEXT=https://github.com/google/maxtext.git#4651cb3c73de92e528a98281be29c05b27aaf501 URLREF_TFTEXT=https://github.com/tensorflow/text.git#master SRC_PATH_MAXTEXT=/opt/maxtext SRC_PATH_TFTEXT=/opt/tensorflow-text URLREF_JETSTREAM=https://github.com/google/jetstream.git#9ca442137fec58bab819b7e561f0d204ebda4767 SRC_PATH_JETSTREAM=/opt/jetstream /bin/sh -c <<"EOF" bash -ex git-clone.sh ${URLREF_JETSTREAM} ${SRC_PATH_JETSTREAM} echo "-e file://${SRC_PATH_JETSTREAM}" >> /opt/pip-tools.d/requirements-jetstream.in EOF # buildkit
01/22/2025 8:53 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
SRC_PATH_JETSTREAM=/opt/jetstream
01/22/2025 8:53 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
URLREF_JETSTREAM=https://github.com/google/jetstream.git#9ca442137fec58bab819b7e561f0d204ebda4767
01/22/2025 8:53 AM UTC
sha256:2cfe3a370f5801426ac008a2caaa6f1ce92a11ff0cd837341477ab4224d0104dADD
test-maxtext.sh /usr/local/bin
01/22/2025 8:53 AM UTC
sha256:358fbfb6167b935dea3b47b68f0520c1b7c248dc620b87cb9df7b7af4f754810RUN
RUN |5 NVIDIA_BUILD_ID=135630783 URLREF_MAXTEXT=https://github.com/google/maxtext.git#4651cb3c73de92e528a98281be29c05b27aaf501 URLREF_TFTEXT=https://github.com/tensorflow/text.git#master SRC_PATH_MAXTEXT=/opt/maxtext SRC_PATH_TFTEXT=/opt/tensorflow-text /bin/sh -c <<"EOF" bash -ex git-clone.sh ${URLREF_MAXTEXT} ${SRC_PATH_MAXTEXT} sed -i '/google-jetstream/d' ${SRC_PATH_MAXTEXT}/requirements.txt echo "-r ${SRC_PATH_MAXTEXT}/requirements.txt" >> /opt/pip-tools.d/requirements-maxtext.in # specify some restrictions to speed up the build and # avoid pip to download and check all available versions of packages for pattern in \
"s|absl-py|absl-py>=2.1.0|g" \
"s|protobuf==3.20.3|protobuf>=3.19.0|g" \
"s|tensorflow-datasets|tensorflow-datasets>=4.8.0|g" \
"s|grain-nightly|grain|g" \
"s|tensorboardx|tensorboardx>=2.6.2|g" \
"s|sentencepiece==0.1.97|sentencepiece>=0.2|g" \
; do sed -i "${pattern}" ${SRC_PATH_MAXTEXT}/requirements.txt; done for requirement in \
"tensorflow-metadata>=1.15.0" \
"seqio@git+https://github.com/google/seqio.git" \
; do echo "${requirement}" >> ${SRC_PATH_MAXTEXT}/requirements.txt done EOF # buildkit
01/22/2025 8:53 AM UTC
...

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