ipex-llm

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ERROR executor.Executor: Exception in task 2.0 in stage 3.0 (TID 6) java.lang.NullPointerException

12

VGG Model on CIFAR-10 Why did the following error occur? 18/08/22 16:22:59 INFO executor.Executor: Finished task 2.0 in stage 1.0 (TID 5). 2024 bytes result sent to driver 18/08/22 16:23:02...

wzxwf

## motivation This is inspired by https://docs.openvino.ai/latest/openvino_inference_engine_tools_benchmark_tool_README.html. We need a benchmark tool for developers and users to benchmark the training and inferencing performance on their own platform. Our users need...

TheaperDeng

time series data might not be that large and overfitting has become a problem for many users. We should bring a validation loop to forecaster's `fit` and make sure the...

TheaperDeng

- [ ] SGX=1 for running in SGX - [ ] Test with non SGX - [ ] Test with SGX

qiyuangong

Chronos: dependencies should be cleaned and refactored

5

**_Updated 7/13/2022 according to comments_** Please use this demo page to understand what prompt we will give our users. https://theaperdeng.github.io/complex-installation-document-panel/ ## Motivation bigdl-chronos's dependencies is becomming more and more unmanagable...

TheaperDeng

yarn-client: undefined symbol: _Py_write_noraise

4

I use spark-submit-with-dllib to submit my task to yarn, but got an jep error: ``` creating: createTorchLoss creating: createTorchOptim creating: createAUC creating: createZooKerasAccuracy creating: createEstimator creating: createMaxEpoch 22-07-12 11:35:57 [Thread-9]...

bestfleer

convert sparkdf to pdf within arrow

1

## Description In the previous implementation, we convert rdd of spark row to pandas dataframe directly, in this pr, we convert spark row to arrow table first, then convert arrow...

dding3

Exception happened if using orca estimator train pytorch model with xshards

11

The exception is: An error occurred while calling o59.estimatorTrain. : com.intel.analytics.bigdl.dllib.utils.InvalidOperationException at com.intel.analytics.bigdl.dllib.utils.Log4Error$.invalidOperationError(Log4Error.scala:38) at com.intel.analytics.bigdl.dllib.keras.models.InternalDistriOptimizer.train(Topology.scala:1161) at com.intel.analytics.bigdl.dllib.keras.models.InternalDistriOptimizer.train(Topology.scala:1302) at com.intel.analytics.bigdl.dllib.keras.models.InternalDistriOptimizer.train(Topology.scala:969) at com.intel.analytics.bigdl.dllib.estimator.Estimator.train(Estimator.scala:192) at com.intel.analytics.bigdl.dllib.estimator.python.PythonEstimator.estimatorTrain(PythonEstimator.scala:100) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)...

dding3

- [ ] pip install bigdl-nano[pytorch] will install 0.14.0xxxx instead of 2.1.0xxxx - [ ] (PR #5106) unsetenv is not supported on windows, https://github.com/intel-analytics/BigDL/blob/main/python/nano/src/bigdl/nano/pytorch/__init__.py#L22 ```bash if 'KMP_INIT_AT_FORK' in os.environ: del...

cyita

## Description Fix nano pytorch import issue on windows since unsetenv is not supported on windows. Related issue: #5102

cyita