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fix(core): add PyTorch 2.6 graviton (arm64) inference image #6342

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fix(core): add PyTorch 2.6 graviton (arm64) inference image #6342

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52 changes: 51 additions & 1 deletion sagemaker-core/src/sagemaker/core/image_uri_config/pytorch.json
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Original file line number Diff line number Diff line change
Expand Up @@ -1360,7 +1360,8 @@
"2.1": "2.1.0",
"2.2": "2.2.1",
"2.3": "2.3.0",
"2.4": "2.4.0"
"2.4": "2.4.0",
"2.6": "2.6.0"
},
"versions": {
"1.12.1": {
Expand Down Expand Up @@ -1707,6 +1708,55 @@
"us-west-2": "763104351884"
},
"repository": "pytorch-inference-graviton"
},
"2.6.0": {
"container_version": {
"cpu": "ubuntu22.04"
},
"py_versions": [
"py312"
],
"registries": {
"af-south-1": "626614931356",
"ap-east-1": "871362719292",
"ap-east-2": "975050140332",
"ap-northeast-1": "763104351884",
"ap-northeast-2": "763104351884",
"ap-northeast-3": "364406365360",
"ap-south-1": "763104351884",
"ap-south-2": "772153158452",
"ap-southeast-1": "763104351884",
"ap-southeast-2": "763104351884",
"ap-southeast-3": "907027046896",
"ap-southeast-4": "457447274322",
"ap-southeast-5": "550225433462",
"ap-southeast-6": "633930458069",
"ap-southeast-7": "590183813437",
"ca-central-1": "763104351884",
"ca-west-1": "204538143572",
"cn-north-1": "727897471807",
"cn-northwest-1": "727897471807",
"eu-central-1": "763104351884",
"eu-central-2": "380420809688",
"eu-north-1": "763104351884",
"eu-south-1": "692866216735",
"eu-south-2": "503227376785",
"eu-west-1": "763104351884",
"eu-west-2": "763104351884",
"eu-west-3": "763104351884",
"il-central-1": "780543022126",
"me-central-1": "914824155844",
"me-south-1": "217643126080",
"mx-central-1": "637423239942",
"sa-east-1": "763104351884",
"us-east-1": "763104351884",
"us-east-2": "763104351884",
"us-gov-east-1": "446045086412",
"us-gov-west-1": "442386744353",
"us-west-1": "763104351884",
"us-west-2": "763104351884"
},
"repository": "pytorch-inference-arm64"
}
}
},
Expand Down
2 changes: 1 addition & 1 deletion sagemaker-core/src/sagemaker/core/image_uris.py
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Original file line number Diff line number Diff line change
Expand Up @@ -278,7 +278,7 @@ def retrieve(
else:
tag_prefix = version_config.get("tag_prefix", version)

if repo == f"{framework}-inference-graviton":
if repo in (f"{framework}-inference-graviton", f"{framework}-inference-arm64"):
container_version = f"{container_version}-sagemaker"

# Some images encode the accelerator directly in the tag (e.g. the amzn2023
Expand Down
31 changes: 26 additions & 5 deletions sagemaker-core/tests/unit/image_uris/test_graviton.py
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Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,13 @@


def _test_graviton_framework_uris(
framework, version, py_version, account, region, container_version="ubuntu20.04-sagemaker"
framework,
version,
py_version,
account,
region,
container_version="ubuntu20.04-sagemaker",
repository=None,
):
for instance_type in GRAVITON_INSTANCE_TYPES:
uri = image_uris.retrieve(framework, region, instance_type=instance_type, version=version)
Expand All @@ -42,6 +48,7 @@ def _test_graviton_framework_uris(
account,
region=region,
container_version=container_version,
repository=repository,
)
assert expected == uri

Expand All @@ -57,6 +64,9 @@ def test_graviton_framework_uris(load_config_and_file_name, scope):
for version in VERSIONS:
ACCOUNTS = config[scope]["versions"][version]["registries"]
py_versions = config[scope]["versions"][version]["py_versions"]
repository = config[scope]["versions"][version].get(
"repository", "{}-inference-graviton".format(framework)
)
container_version = (
config[scope]["versions"][version].get("container_version", {}).get("cpu", None)
)
Expand All @@ -66,11 +76,22 @@ def test_graviton_framework_uris(load_config_and_file_name, scope):
for region in ACCOUNTS.keys():
if container_version:
_test_graviton_framework_uris(
framework, version, py_version, ACCOUNTS[region], region, container_version
framework,
version,
py_version,
ACCOUNTS[region],
region,
container_version,
repository,
)
else:
_test_graviton_framework_uris(
framework, version, py_version, ACCOUNTS[region], region
framework,
version,
py_version,
ACCOUNTS[region],
region,
repository=repository,
)


Expand Down Expand Up @@ -201,10 +222,10 @@ def test_graviton_sklearn_image_scope_specified_x86_instance(graviton_sklearn_un


def _expected_graviton_framework_uri(
framework, version, py_version, account, region, container_version
framework, version, py_version, account, region, container_version, repository=None
):
return expected_uris.graviton_framework_uri(
"{}-inference-graviton".format(framework),
repository or "{}-inference-graviton".format(framework),
fw_version=version,
py_version=py_version,
account=account,
Expand Down
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