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chore: 0.38.0 environment images (#10197)
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jgongd authored Nov 6, 2024
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14 changes: 7 additions & 7 deletions .circleci/real_config.yml
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Expand Up @@ -291,7 +291,7 @@ commands:
- when:
condition: <<parameters.tf2>>
steps:
- run: docker pull determinedai/pytorch-ngc-dev:0736b6d
- run: docker pull determinedai/pytorch-ngc:0.38.0

login-docker:
parameters:
Expand Down Expand Up @@ -2479,7 +2479,7 @@ jobs:

test-unit-harness-gpu-tf:
docker:
- image: determinedai/tensorflow-ngc-dev:0736b6d
- image: determinedai/tensorflow-ngc:0.38.0
resource_class: determined-ai/container-runner-gpu
steps:
- run: mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
Expand All @@ -2506,7 +2506,7 @@ jobs:

test-unit-harness-pytorch2-gpu:
docker:
- image: determinedai/pytorch-ngc-dev:0736b6d
- image: determinedai/pytorch-ngc:0.38.0
resource_class: determined-ai/container-runner-gpu
steps:
- run: mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
Expand All @@ -2533,7 +2533,7 @@ jobs:

test-unit-harness-pytorch2-cpu:
docker:
- image: determinedai/pytorch-ngc-dev:0736b6d
- image: determinedai/pytorch-ngc:0.38.0
steps:
- run: mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
- checkout
Expand All @@ -2559,7 +2559,7 @@ jobs:

test-unit-harness-gpu-parallel:
docker:
- image: determinedai/pytorch-ngc-dev:0736b6d
- image: determinedai/pytorch-ngc:0.38.0
resource_class: determined-ai/container-runner-multi-gpu
steps:
- run: mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
Expand All @@ -2586,7 +2586,7 @@ jobs:

test-unit-harness-gpu-deepspeed:
docker:
- image: determinedai/pytorch-ngc-dev:0736b6d
- image: determinedai/pytorch-ngc:0.38.0
resource_class: determined-ai/container-runner-gpu
steps:
- run: mkdir -p ~/.ssh && ssh-keyscan github.com >> ~/.ssh/known_hosts
Expand Down Expand Up @@ -3648,7 +3648,7 @@ jobs:
type: string
default: "1"
environment-image:
default: determinedai/pytorch-ngc-dev:0736b6d
default: determinedai/pytorch-ngc:0.38.0
type: string
accel-node-taints:
type: string
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2 changes: 1 addition & 1 deletion .circleci/scripts/pull_image_daemonset.yaml
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Expand Up @@ -13,7 +13,7 @@ spec:
spec:
containers:
- name: pull-docker-daemonset
image: determinedai/pytorch-ngc-dev:0736b6d
image: determinedai/pytorch-ngc:0.38.0
command: ["/bin/bash"]
args: ["echo", "test"]
resources:
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8 changes: 4 additions & 4 deletions docs/model-dev-guide/prepare-container/custom-env.rst
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Expand Up @@ -114,9 +114,9 @@ Default Images
- - Environment
- File Name
- - CPUs
- ``determinedai/pytorch-ngc-dev:0736b6d``
- ``determinedai/pytorch-ngc:0.38.0``
- - NVIDIA GPUs
- ``determinedai/pytorch-ngc-dev:0736b6d``
- ``determinedai/pytorch-ngc:0.38.0``
- - AMD GPUs
- ``determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-0.26.4``

Expand Down Expand Up @@ -155,7 +155,7 @@ Example Dockerfile that installs custom ``conda``-, ``pip``-, and ``apt``-based
.. code:: bash
# Determined Image
FROM determinedai/tensorflow-ngc-dev:0736b6d
FROM determinedai/tensorflow-ngc:0.38.0
# Custom Configuration
RUN apt-get update && \
Expand Down Expand Up @@ -216,7 +216,7 @@ environments using :ref:`custom images <custom-docker-images>`:
.. code:: bash
# Determined Image
FROM determinedai/pytorch-ngc-dev:0736b6d
FROM determinedai/pytorch-ngc:0.38.0
# Create a virtual environment
RUN conda create -n myenv python=3.8
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Expand Up @@ -20,7 +20,7 @@ Determined supports both TensorFlow 1 and 2. The version of TensorFlow used for
experiment is controlled by the configured container image. Determined provides prebuilt Docker
images that include TensorFlow 2+, 1.15, and 2.8, respectively:

- ``determinedai/tensorflow-ngc-dev:0736b6d``
- ``determinedai/tensorflow-ngc:0.38.0``
- ``determinedai/environments:cuda-10.2-pytorch-1.7-tf-1.15-gpu-0.21.2``
- ``determinedai/environments:cuda-11.2-tf-2.8-gpu-0.29.1``

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4 changes: 2 additions & 2 deletions docs/reference/deploy/helm-config-reference.rst
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Expand Up @@ -239,13 +239,13 @@

- ``cpuImage``: Sets the default Docker image for all non-GPU tasks. If a Docker image is
specified in the :ref:`experiment config <exp-environment-image>` this default is overriden.
Defaults to: ``determinedai/pytorch-ngc-dev:0736b6d``.
Defaults to: ``determinedai/pytorch-ngc:0.38.0``.

- ``startupHook``: An optional inline script that will be executed as part of task set up.

- ``gpuImage``: Sets the default Docker image for all GPU tasks. If a Docker image is specified
in the :ref:`experiment config <exp-environment-image>` this default is overriden. Defaults
to: ``determinedai/pytorch-ngc-dev:0736b6d``.
to: ``determinedai/pytorch-ngc:0.38.0``.

- ``logPolicies``: Sets log policies for trials. For details, visit :ref:`log_policies
<config-log-policies>`.
Expand Down
4 changes: 2 additions & 2 deletions docs/reference/deploy/master-config-reference.rst
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Expand Up @@ -89,12 +89,12 @@ configure different container images for NVIDIA GPU tasks using the ``cuda`` key
Determined 0.17.6), CPU tasks using ``cpu`` key, and ROCm (AMD GPU) tasks using the ``rocm`` key.
Default values:

- ``determinedai/pytorch-ngc-dev:0736b6d`` for NVIDIA GPUs and for CPUs.
- ``determinedai/pytorch-ngc:0.38.0`` for NVIDIA GPUs and for CPUs.
- ``determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-0.26.4`` for ROCm.

For TensorFlow users, we provide an image that must be referenced in the experiment configuration:

- ``determinedai/tensorflow-ngc-dev:0736b6d`` for NVIDIA GPUs and for CPUs.
- ``determinedai/tensorflow-ngc:0.38.0`` for NVIDIA GPUs and for CPUs.

``environment_variables``
=========================
Expand Down
4 changes: 2 additions & 2 deletions docs/reference/experiment-config-reference.rst
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Expand Up @@ -1294,12 +1294,12 @@ Optional. The Docker image to use when executing the workload. This image must b
container images for NVIDIA GPU tasks using ``cuda`` key (``gpu`` prior to 0.17.6), CPU tasks using
``cpu`` key, and ROCm (AMD GPU) tasks using ``rocm`` key. Default values:

- ``determinedai/pytorch-ngc-dev:0736b6d`` for NVIDIA GPUs and for CPUs.
- ``determinedai/pytorch-ngc:0.38.0`` for NVIDIA GPUs and for CPUs.
- ``determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-0.26.4`` for ROCm.

For TensorFlow users, we provide an image that must be referenced in the experiment configuration:

- ``determinedai/tensorflow-ngc-dev:0736b6d`` for NVIDIA GPUs and for CPUs.
- ``determinedai/tensorflow-ngc:0.38.0`` for NVIDIA GPUs and for CPUs.

When the cluster is configured with :ref:`resource_manager.type: slurm
<cluster-configuration-slurm>` and ``container_run_type: singularity``, images are executed using
Expand Down
4 changes: 2 additions & 2 deletions docs/reference/job-config-reference.rst
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Expand Up @@ -45,13 +45,13 @@ The following configuration settings are supported:
different container images for NVIDIA GPU tasks using ``cuda`` key (``gpu`` prior to 0.17.6),
CPU tasks using ``cpu`` key, and ROCm (AMD GPU) tasks using ``rocm`` key. Default values:

- ``determinedai/pytorch-ngc-dev:0736b6d`` for NVIDIA GPUs and for CPUs.
- ``determinedai/pytorch-ngc:0.38.0`` for NVIDIA GPUs and for CPUs.
- ``determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-0.26.4`` for ROCm.

For TensorFlow users, we provide an image that must be referenced in the experiment
configuration:

- ``determinedai/tensorflow-ngc-dev:0736b6d`` for NVIDIA GPUs and for CPUs.
- ``determinedai/tensorflow-ngc:0.38.0`` for NVIDIA GPUs and for CPUs.

- ``force_pull_image``: Forcibly pull the image from the Docker registry and bypass the Docker
cache. Defaults to ``false``.
Expand Down
4 changes: 2 additions & 2 deletions docs/setup-cluster/deploy-cluster/slurm/singularity.rst
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Expand Up @@ -30,9 +30,9 @@ by default in this version of Determined are described below.
- - Environment
- File Name
- - CPUs
- ``determinedai/pytorch-ngc-dev:0736b6d``
- ``determinedai/pytorch-ngc:0.38.0``
- - NVIDIA GPUs
- ``determinedai/pytorch-ngc-dev:0736b6d``
- ``determinedai/pytorch-ngc:0.38.0``
- - AMD GPUs
- ``determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-622d512``

Expand Down
4 changes: 2 additions & 2 deletions docs/setup-cluster/gcp/install-gcp.rst
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Expand Up @@ -406,5 +406,5 @@ This command line will spin up a cluster of up to 2 A100s in the ``us-central1-c
--compute-agent-instance-type a2-highgpu-1g --gpu-num 1 \
--gpu-type nvidia-tesla-a100 \
--region us-central1 --zone us-central1-c \
--gpu-env-image determinedai/pytorch-ngc-dev:0736b6d \
--cpu-env-image determinedai/pytorch-ngc-dev:0736b6d
--gpu-env-image determinedai/pytorch-ngc:0.38.0 \
--cpu-env-image determinedai/pytorch-ngc:0.38.0
4 changes: 2 additions & 2 deletions docs/setup-cluster/slurm/singularity.rst
Original file line number Diff line number Diff line change
Expand Up @@ -30,9 +30,9 @@ by default in this version of Determined are described below.
- - Environment
- File Name
- - CPUs
- ``determinedai/pytorch-ngc-dev:0736b6d``
- ``determinedai/pytorch-ngc:0.38.0``
- - NVIDIA GPUs
- ``determinedai/pytorch-ngc-dev:0736b6d``
- ``determinedai/pytorch-ngc:0.38.0``
- - AMD GPUs
- ``determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-622d512``

Expand Down
2 changes: 1 addition & 1 deletion docs/setup-cluster/slurm/slurm-requirements.rst
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Expand Up @@ -438,7 +438,7 @@ platform. There may be additional per-user configuration that is required.

.. code:: bash
image=determinedai/pytorch-ngc-dev:0736b6d
image=determinedai/pytorch-ngc:0.38.0
cd /shared/enroot/images
enroot import docker://$image
enroot create /shared/enroot/images/${image//[\/:]/\+}.sqsh
Expand Down
12 changes: 6 additions & 6 deletions e2e_tests/tests/config.py
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Expand Up @@ -14,12 +14,12 @@
MAX_TRIAL_BUILD_SECS = 90


DEFAULT_TF2_CPU_IMAGE = "determinedai/tensorflow-ngc-dev:0736b6d"
DEFAULT_TF2_GPU_IMAGE = "determinedai/tensorflow-ngc-dev:0736b6d"
DEFAULT_PT_CPU_IMAGE = "determinedai/pytorch-tensorflow-cpu-dev:0736b6d"
DEFAULT_PT_GPU_IMAGE = "determinedai/pytorch-tensorflow-cuda-dev:0736b6d"
DEFAULT_PT2_CPU_IMAGE = "determinedai/pytorch-ngc-dev:0736b6d"
DEFAULT_PT2_GPU_IMAGE = "determinedai/pytorch-ngc-dev:0736b6d"
DEFAULT_TF2_CPU_IMAGE = "determinedai/tensorflow-ngc:0.38.0"
DEFAULT_TF2_GPU_IMAGE = "determinedai/tensorflow-ngc:0.38.0"
DEFAULT_PT_CPU_IMAGE = "determinedai/pytorch-tensorflow-cpu:0.38.0"
DEFAULT_PT_GPU_IMAGE = "determinedai/pytorch-tensorflow-cuda:0.38.0"
DEFAULT_PT2_CPU_IMAGE = "determinedai/pytorch-ngc:0.38.0"
DEFAULT_PT2_GPU_IMAGE = "determinedai/pytorch-ngc:0.38.0"

TF2_CPU_IMAGE = os.environ.get("TF2_CPU_IMAGE") or DEFAULT_TF2_CPU_IMAGE
TF2_GPU_IMAGE = os.environ.get("TF2_GPU_IMAGE") or DEFAULT_TF2_GPU_IMAGE
Expand Down
2 changes: 1 addition & 1 deletion e2e_tests/tests/fixtures/ports-proxy/config.yaml
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Expand Up @@ -22,7 +22,7 @@ max_restarts: 0

# Hardcode the image because the new image has a bug. TODO fix this when the image bug is fixed.
environment:
image: determinedai/pytorch-tensorflow-cpu-dev:0736b6d
image: determinedai/pytorch-tensorflow-cpu:0.38.0
proxy_ports:
- proxy_port: 8000
proxy_tcp: false
Expand Down
4 changes: 2 additions & 2 deletions examples/computer_vision/iris_tf_keras/adaptive.yaml
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
name: iris_tf_keras_adaptive_search
environment:
image:
cpu: determinedai/tensorflow-ngc-dev:0736b6d
gpu: determinedai/tensorflow-ngc-dev:0736b6d
cpu: determinedai/tensorflow-ngc:0.38.0
gpu: determinedai/tensorflow-ngc:0.38.0
hyperparameters:
learning_rate:
type: log
Expand Down
4 changes: 2 additions & 2 deletions examples/computer_vision/iris_tf_keras/const.yaml
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
name: iris_tf_keras_const
environment:
image:
cpu: determinedai/tensorflow-ngc-dev:0736b6d
gpu: determinedai/tensorflow-ngc-dev:0736b6d
cpu: determinedai/tensorflow-ngc:0.38.0
gpu: determinedai/tensorflow-ngc:0.38.0
hyperparameters:
learning_rate: 1.0e-4
learning_rate_decay: 1.0e-6
Expand Down
4 changes: 2 additions & 2 deletions examples/computer_vision/iris_tf_keras/distributed.yaml
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
name: iris_tf_keras_distributed
environment:
image:
cpu: determinedai/tensorflow-ngc-dev:0736b6d
gpu: determinedai/tensorflow-ngc-dev:0736b6d
cpu: determinedai/tensorflow-ngc:0.38.0
gpu: determinedai/tensorflow-ngc:0.38.0
hyperparameters:
learning_rate: 1.0e-4
learning_rate_decay: 1.0e-6
Expand Down
2 changes: 1 addition & 1 deletion examples/deepspeed/dcgan/mnist.yaml
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Expand Up @@ -13,7 +13,7 @@ environment:
environment_variables:
- NCCL_DEBUG=INFO
- NCCL_SOCKET_IFNAME=ens,eth,ib
image: determinedai/pytorch-ngc-dev:0736b6d
image: determinedai/pytorch-ngc:0.38.0
bind_mounts:
- host_path: /tmp
container_path: /data
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@ environment:
# You may need to modify this to match your network configuration.
- NCCL_SOCKET_IFNAME=ens,eth,ib
image:
gpu: determinedai/pytorch-ngc-dev:0736b6d
gpu: determinedai/pytorch-ngc:0.38.0
resources:
slots_per_trial: 2
searcher:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@ environment:
# You may need to modify this to match your network configuration.
- NCCL_SOCKET_IFNAME=ens,eth,ib
image:
gpu: determinedai/pytorch-ngc-dev:0736b6d
gpu: determinedai/pytorch-ngc:0.38.0
resources:
slots_per_trial: 2
searcher:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -39,8 +39,8 @@
},
"force_pull_image": false,
"image": {
"cpu": "determinedai/tensorflow-ngc-dev:0736b6d",
"cuda": "determinedai/tensorflow-ngc-dev:0736b6d",
"cpu": "determinedai/tensorflow-ngc:0.38.0",
"cuda": "determinedai/tensorflow-ngc:0.38.0",
"rocm": "determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-622d512"
},
"pod_spec": null,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -38,8 +38,8 @@
},
"force_pull_image": false,
"image": {
"cpu": "determinedai/tensorflow-ngc-dev:0736b6d",
"cuda": "determinedai/tensorflow-ngc-dev:0736b6d",
"cpu": "determinedai/tensorflow-ngc:0.38.0",
"cuda": "determinedai/tensorflow-ngc:0.38.0",
"rocm": "determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-622d512"
},
"pod_spec": null,
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4 changes: 2 additions & 2 deletions harness/tests/fixtures/checkpoint.json
Original file line number Diff line number Diff line change
Expand Up @@ -69,8 +69,8 @@
},
"force_pull_image":false,
"image":{
"cpu":"determinedai/pytorch-ngc-dev:0736b6d",
"cuda":"determinedai/pytorch-ngc-dev:0736b6d",
"cpu":"determinedai/pytorch-ngc:0.38.0",
"cuda":"determinedai/pytorch-ngc:0.38.0",
"rocm":"determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-622d512"
},
"pod_spec":null,
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4 changes: 2 additions & 2 deletions helm/charts/determined/values.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -27,8 +27,8 @@ defaultImages:
kubeScheduler: "k8s.gcr.io/scheduler-plugins/kube-scheduler:v0.18.9"

# default images for CPU and GPU environments
cpuImage: "determinedai/pytorch-ngc-dev:0736b6d"
gpuImage: "determinedai/pytorch-ngc-dev:0736b6d"
cpuImage: "determinedai/pytorch-ngc:0.38.0"
gpuImage: "determinedai/pytorch-ngc:0.38.0"
rocmImage: "determinedai/environments:rocm-5.6-pytorch-1.3-tf-2.10-rocm-mpich-0736b6d"

# Install Determined enterprise edition.
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4 changes: 2 additions & 2 deletions master/pkg/schemas/expconf/const.go
Original file line number Diff line number Diff line change
Expand Up @@ -8,8 +8,8 @@ const (

// Default task environment docker image names.
const (
CPUImage = "determinedai/pytorch-ngc-dev:0736b6d"
CUDAImage = "determinedai/pytorch-ngc-dev:0736b6d"
CPUImage = "determinedai/pytorch-ngc:0.38.0"
CUDAImage = "determinedai/pytorch-ngc:0.38.0"
ROCMImage = "determinedai/environments:rocm-5.6-pytorch-1.3-tf-2.10-rocm-mpich-0736b6d"
)

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4 changes: 2 additions & 2 deletions schemas/test_cases/v0/experiment.yaml
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Expand Up @@ -47,8 +47,8 @@
environment_variables: {}
force_pull_image: false
image:
cpu: determinedai/pytorch-ngc-dev:0736b6d
cuda: determinedai/pytorch-ngc-dev:0736b6d
cpu: determinedai/pytorch-ngc:0.38.0
cuda: determinedai/pytorch-ngc:0.38.0
rocm: determinedai/environments:rocm-5.0-pytorch-1.10-tf-2.7-rocm-622d512
pod_spec: null
ports:
Expand Down
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