Switch to use A10 progressively (#38936)

* try

* fix

* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

utils/get_runner_map.py

@@ -0,0 +1,65 @@
+# Copyright 2025 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+This script is used to get a map containing the information of runners to use in GitHub Actions workflow files.
+This is meant to be a temporary file that helps us to switch progressively from T4 to A10 runners.
+
+The data is stored in a Hub repository [hf-internal-testing/transformers_daily_ci](https://huggingface.co/datasets/hf-internal-testing/transformers_daily_ci/blob/main/runner_map.json).
+Currently, in that file, we specify the models for which we want to run the tests with T4 runners to avoid many test failures showing on the CI reports.
+We will work on the tests toward to use A10 for all CI jobs.
+"""
+
+import os
+
+import requests
+
+
+if __name__ == "__main__":
+    # T4
+    t4_runners = {
+        "single-gpu": "aws-g4dn-4xlarge-cache",
+        "multi-gpu": "aws-g4dn-12xlarge-cache",
+    }
+
+    # A10
+    a10_runners = {
+        "single-gpu": "aws-g5-4xlarge-cache",
+        "multi-gpu": "aws-g5-12xlarge-cache",
+    }
+
+    tests = os.getcwd()
+    model_tests = os.listdir(os.path.join(tests, "models"))
+    d1 = sorted(filter(os.path.isdir, os.listdir(tests)))
+    d2 = sorted(filter(os.path.isdir, [f"models/{x}" for x in model_tests]))
+    d1.remove("models")
+    d = d2 + d1
+
+    response = requests.get(
+        "https://huggingface.co/datasets/hf-internal-testing/transformers_daily_ci/resolve/main/runner_map.json"
+    )
+    # The models that we want to run with T4 runners
+    jobs_using_t4 = response.json()
+
+    runner_map = {}
+    for key in d:
+        modified_key = key
+        if modified_key.startswith("models/"):
+            modified_key = key[len("models/") :]
+        if modified_key in jobs_using_t4:
+            runner_map[key] = t4_runners
+        else:
+            runner_map[key] = a10_runners
+
+    print(runner_map)