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Commit 5553d67

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ppai/timeseries-classification: use smaller batch size for tests (GoogleCloudPlatform#6799)
* ppai/image-classification: add exponential retries to download file * decrease batch size for tests * print the job url if it fails
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‎people-and-planet-ai/timeseries-classification/e2e_test.py

Copy file name to clipboardExpand all lines: people-and-planet-ai/timeseries-classification/e2e_test.py
+3-3Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -259,7 +259,7 @@ def create_datasets(
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time.sleep(POLL_INTERVAL_SEC)
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logging.info(f"Datasets job finished with status {status}")
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assert status == DATAFLOW_SUCCESS_STATE
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assert status == DATAFLOW_SUCCESS_STATE, f"job_url: {job_url}"
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yield job_id
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@@ -268,7 +268,7 @@ def train_model(service_url: str, access_token: str, create_datasets: str) -> st
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response = requests.post(
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url=f"{service_url}/train-model",
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headers={"Authorization": f"Bearer {access_token}"},
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json={"train_epochs": 100},
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json={"train_epochs": 10, "batch_size": 8},
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).json()
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logging.info(f"train_model response: {response}")
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@@ -295,7 +295,7 @@ def train_model(service_url: str, access_token: str, create_datasets: str) -> st
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time.sleep(POLL_INTERVAL_SEC)
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logging.info(f"Model job finished with status {status}")
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assert status == VERTEX_AI_SUCCESS_STATE
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assert status == VERTEX_AI_SUCCESS_STATE, f"job_url: {job_url}"
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yield job_id
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‎people-and-planet-ai/timeseries-classification/local_test.py

Copy file name to clipboardExpand all lines: people-and-planet-ai/timeseries-classification/local_test.py
+2-2Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -96,8 +96,8 @@ def test_e2e_local() -> None:
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model_dir=model_dir,
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tensorboard_dir=tensorboard_dir,
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checkpoint_dir=checkpoint_dir,
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train_epochs=10,
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batch_size=32,
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train_epochs=2,
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batch_size=8,
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)
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assert os.listdir(model_dir), "no model files found"
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assert os.listdir(tensorboard_dir), "no tensorboard files found"

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