binbin Deng

Evaluator.get_latency() is added to evaluate the time cost of a workflow, the API helps display the time cost in milliseconds of a specific function by running multiple times. ### 1....

## Description Migrate current jenkins CI/CD jobs to github action, this job is chronos PR validation

## Background Built-in dataset can be downloaded and preprocessed by `get_public_dataset`, but considering that users need dataset to benchmark, we may need to add a new API to help users...

**This issue is draft version** ## Background TSDataset currently can be initialized from pandas dataframe and path of parquet file through `from_pandas` and `from_parquet` while some users have adopted Prometheus...

## Description To make the [tensorflow] installation option independently, corresponding unit tests also need to be separately run. But there exists import errors in unit tests of tensorflow under '/autots'...

Chronos: a better unscale support is needed

1

Currently, we provide `TSDataset.unscale_numpy` to get unscaled numpy ndarray. We do need a better unscale support rather than ask users to convert to numpy ndarray. example: ```python yhat = forecaster.predict(x)...

## Description Background: https://github.com/analytics-zoo/nano/issues/1069 ### 1. Why the change? ### 2. User API changes ### 3. Summary of the change ### 4. How to test? - [ ] N/A -...

## Description To fix failed action https://github.com/intel-analytics/BigDL/actions/runs/8016561318/job/21951375983?pr=10220 ### 4. How to test? - [ ] Unit test

## Description Background: https://github.com/analytics-zoo/nano/issues/1059 **Still in verification** ### 1. Why the change? ### 2. User API changes ### 3. Summary of the change ### 4. How to test? - [...

CPU memory leak during inference on Arc A770

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### Describe the bug I found that the **CPU memory** increase happens when repeat inference for a long time on Intel Arc A770. ### Reproduce code **memory trend:** Related code:...