Add maxtext nightly test on 1 slice of v4-8

configs/maxtext/common.py

@@ -0,0 +1,27 @@
+# Copyright 2023 Google LLC
+#
+# 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.
+
+"""Utilities to construct common configs."""
+
+from typing import Tuple
+
+UPGRADE_PIP = "pip install --upgrade pip"
+
+
+def download_maxtext() -> Tuple[str]:
+  """Common set up for flax repo."""
+  return (
+      UPGRADE_PIP,
+      "git clone https://github.com/google/maxtext.git /tmp/maxtext",
+  )

configs/maxtext/maxtext_gce_config.py

@@ -0,0 +1,80 @@
+# Copyright 2023 Google LLC
+#
+# 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.
+
+"""Utilities to construct configs for maxtext DAG."""
+
+from typing import Tuple
+import uuid
+from apis import gcp_config, metric_config, task, test_config
+from configs import gcs_bucket, test_owner
+from configs.maxtext import common
+from configs.vm_resource import TpuVersion, Project, RuntimeVersion
+import datetime
+
+PROJECT_NAME = Project.CLOUD_ML_AUTO_SOLUTIONS.value
+RUNTIME_IMAGE = RuntimeVersion.TPU_UBUNTU2204_BASE.value
+
+
+def get_maxtext_nightly_config(
+    tpu_version: TpuVersion,
+    tpu_cores: int,
+    tpu_zone: str,
+    time_out_in_min: int,
+    project_name: str = PROJECT_NAME,
+    runtime_version: str = RUNTIME_IMAGE,
+    network: str = "default",
+    subnetwork: str = "default",
+    is_tpu_reserved: bool = True,
+) -> task.TpuQueuedResourceTask:
+  job_gcp_config = gcp_config.GCPConfig(
+      project_name=project_name,
+      zone=tpu_zone,
+      dataset_name=metric_config.DatasetOption.XLML_DATASET,
+  )
+  current_datetime = datetime.datetime.now().strftime("%Y-%m-%d-%H-%M-%S")
+  run_name = f"1slice-{tpu_version}_{tpu_cores}-maxtext-nightly-{current_datetime}"
+
+  set_up_cmds = common.download_maxtext()
+  run_model_cmds = (
+      (
+          "cd /tmp/maxtext && bash setup.sh MODE=nightly;"
+          f' JAX_PLATFORM_NAME=TPU XLA_FLAGS="--xla_dump_to=/tmp/xla_dump/" RUN_NAME="{run_name}" &&'
+          " python3 MaxText/train.py MaxText/configs/base.yml run_name=$RUN_NAME"
+          " base_output_directory=gs://tonyjohnchen-maxtext-nightly/"
+          " dataset_path=gs://max-datasets-rogue dataset_type=synthetic"
+          " per_device_batch_size=6 reuse_example_batch=1 global_parameter_scale=1 metrics_file='metrics.txt'"
+          " steps=50 enable_checkpointing=false enable_profiler=true gcs_metrics=true;"
+      ),
+  )
+
+  job_test_config = test_config.TpuVmTest(
+      test_config.Tpu(
+          version=tpu_version,
+          cores=tpu_cores,
+          runtime_version=runtime_version,
+          reserved=is_tpu_reserved,
+          network=network,
+          subnetwork=subnetwork,
+      ),
+      test_name="maxtext_nightly",
+      set_up_cmds=set_up_cmds,
+      run_model_cmds=run_model_cmds,
+      time_out_in_min=time_out_in_min,
+      task_owner=test_owner.Tony_C,
+  )
+
+  return task.TpuQueuedResourceTask(
+      task_test_config=job_test_config,
+      task_gcp_config=job_gcp_config,
+  )

configs/test_owner.py

@@ -28,3 +28,6 @@
 
 # PYTORCH
 PEI_Z = "Pei Z."
+
+# Maxtext
+Tony_C = "Tony C."

dags/maxtext/maxtext_nightly.py

@@ -0,0 +1,44 @@
+# Copyright 2023 Google LLC
+#
+# 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.
+
+"""A DAG to run all supported ML models with the latest JAX/FLAX version."""
+
+import datetime
+from airflow import models
+from configs import composer_env
+from configs.vm_resource import Project, TpuVersion, Zone, RuntimeVersion, V5_NETWORKS, V5E_SUBNETWORKS, V5P_SUBNETWORKS
+from configs.maxtext import maxtext_gce_config
+
+
+# Run once a day at 2 am UTC (6 pm PST)
+SCHEDULED_TIME = "0 2 * * *" if composer_env.is_prod_env() else None
+
+
+with models.DAG(
+    dag_id="maxtext_test",
+    schedule=SCHEDULED_TIME,
+    tags=["multipod_team", "maxtext"],
+    start_date=datetime.datetime(2024, 1, 10),
+    catchup=False,
+) as dag:
+  # Maxtext
+  maxtext_nightly_v4_8 = maxtext_gce_config.get_maxtext_nightly_config(
+      tpu_version=TpuVersion.V4,
+      tpu_cores=8,
+      tpu_zone=Zone.US_CENTRAL2_B.value,
+      time_out_in_min=60,
+  ).run()
+
+  # Test dependencies
+  maxtext_nightly_v4_8