This is an OctoML internship report about automating MLPerf Inference benchmarking and submission process with the open-source CK framework. MLPerf inference requires quite complex configuration to benchmark different models, data sets, frameworks and platforms. CK aims at simplifying this process with portable workflows, “plug & play” packages and a common API
MobileNet models for TensorFlow archived from github.com/tensorflow/models/blob/master/research/slim...
3D-Unet PyTorch model trained on BraTS 2019 dataset (fold 1) for MLPerf Inference. See MLPerf Infere...
MobileNet models for TensorFlow archived from github.com/tensorflow/models/blob/master/research/slim...
This presentation is a part of the MLPerf inference submitter orientation. It explains how to make i...
Invited talk at MLPerf-Bench @ HPCA'22 tutorial. Related resources: Collective Mind framework (C...
The 1st presentation to help prepare a new MLCommons workgroup to make it easier to run, customize a...
We demonstrate how to use our open CodeReef.ai platform with open-source CodeReef solutions - a new ...
MLPerf Inference DLRM reference trace of aggregated samples See MLPerf Inference repo for more info...
This model is converted from the MLPerf Inference BERT Tensorflow Model on SQuAD v1.1 dataset using ...
3D-Unet reference models trained on KiTS19 dataset for MLPerf Inference. See MLPerf Inference GitHub...
Artifact for MLPerf Mobile Inference Benchmark for MLSys 2022 Please consult the full paper for the...
BERT TensorFlow model trained on SQuAD v1.1 for MLPerf Inference. To re-create the model, train on S...
Invited talk at FastPath 2020 (International Workshop on Performance Analysis of Machine Learning Sy...
This model is converted from the MLPerf Inference BERT Tensorflow Model on SQuAD v1.1 dataset using ...
As deep learning has been adopted in various domains, the inference process is of growing importance...
MobileNet models for TensorFlow archived from github.com/tensorflow/models/blob/master/research/slim...
3D-Unet PyTorch model trained on BraTS 2019 dataset (fold 1) for MLPerf Inference. See MLPerf Infere...
MobileNet models for TensorFlow archived from github.com/tensorflow/models/blob/master/research/slim...
This presentation is a part of the MLPerf inference submitter orientation. It explains how to make i...
Invited talk at MLPerf-Bench @ HPCA'22 tutorial. Related resources: Collective Mind framework (C...
The 1st presentation to help prepare a new MLCommons workgroup to make it easier to run, customize a...
We demonstrate how to use our open CodeReef.ai platform with open-source CodeReef solutions - a new ...
MLPerf Inference DLRM reference trace of aggregated samples See MLPerf Inference repo for more info...
This model is converted from the MLPerf Inference BERT Tensorflow Model on SQuAD v1.1 dataset using ...
3D-Unet reference models trained on KiTS19 dataset for MLPerf Inference. See MLPerf Inference GitHub...
Artifact for MLPerf Mobile Inference Benchmark for MLSys 2022 Please consult the full paper for the...
BERT TensorFlow model trained on SQuAD v1.1 for MLPerf Inference. To re-create the model, train on S...
Invited talk at FastPath 2020 (International Workshop on Performance Analysis of Machine Learning Sy...
This model is converted from the MLPerf Inference BERT Tensorflow Model on SQuAD v1.1 dataset using ...
As deep learning has been adopted in various domains, the inference process is of growing importance...
MobileNet models for TensorFlow archived from github.com/tensorflow/models/blob/master/research/slim...
3D-Unet PyTorch model trained on BraTS 2019 dataset (fold 1) for MLPerf Inference. See MLPerf Infere...
MobileNet models for TensorFlow archived from github.com/tensorflow/models/blob/master/research/slim...