11900K
Intel Core i9-11900K testing with a ASUS ROG MAXIMUS XIII HERO (1402 BIOS) and ASUS Intel RKL GT1 31GB on Ubuntu 21.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2210172-PTS-11900K8800&sor&grs.
oneDNN
Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU
oneDNN
Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU
oneDNN
Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU
oneDNN
Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU
oneDNN
Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU
AOM AV1
Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p
AOM AV1
Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K
AOM AV1
Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K
oneDNN
Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU
JPEG XL Decoding libjxl
CPU Threads: All
OpenRadioss
Model: INIVOL and Fluid Structure Interaction Drop Container
OpenRadioss
Model: Rubber O-Ring Seal Installation
OpenRadioss
Model: Cell Phone Drop Test
AOM AV1
Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K
spaCy
Model: en_core_web_trf
Y-Cruncher
Pi Digits To Calculate: 1B
oneDNN
Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU
TensorFlow
Device: CPU - Batch Size: 16 - Model: AlexNet
oneDNN
Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU
TensorFlow
Device: CPU - Batch Size: 32 - Model: AlexNet
oneDNN
Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU
TensorFlow
Device: CPU - Batch Size: 16 - Model: GoogLeNet
JPEG XL libjxl
Input: JPEG - Quality: 100
Y-Cruncher
Pi Digits To Calculate: 500M
JPEG XL Decoding libjxl
CPU Threads: 1
AOM AV1
Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p
AOM AV1
Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p
TensorFlow
Device: CPU - Batch Size: 512 - Model: AlexNet
oneDNN
Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU
libavif avifenc
Encoder Speed: 6
AOM AV1
Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K
oneDNN
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU
TensorFlow
Device: CPU - Batch Size: 256 - Model: AlexNet
QuadRay
Scene: 5 - Resolution: 1080p
TensorFlow
Device: CPU - Batch Size: 32 - Model: GoogLeNet
AOM AV1
Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p
JPEG XL libjxl
Input: PNG - Quality: 90
oneDNN
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU
JPEG XL libjxl
Input: JPEG - Quality: 80
JPEG XL libjxl
Input: PNG - Quality: 100
JPEG XL libjxl
Input: PNG - Quality: 80
TensorFlow
Device: CPU - Batch Size: 64 - Model: AlexNet
QuadRay
Scene: 5 - Resolution: 4K
JPEG XL libjxl
Input: JPEG - Quality: 90
QuadRay
Scene: 1 - Resolution: 1080p
oneDNN
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU
Neural Magic DeepSparse
Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream
TensorFlow
Device: CPU - Batch Size: 512 - Model: GoogLeNet
Neural Magic DeepSparse
Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream
oneDNN
Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU
AOM AV1
Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K
TensorFlow
Device: CPU - Batch Size: 256 - Model: GoogLeNet
QuadRay
Scene: 2 - Resolution: 1080p
TensorFlow
Device: CPU - Batch Size: 256 - Model: ResNet-50
QuadRay
Scene: 3 - Resolution: 4K
AOM AV1
Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K
TensorFlow
Device: CPU - Batch Size: 64 - Model: GoogLeNet
spaCy
Model: en_core_web_lg
Neural Magic DeepSparse
Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream
TensorFlow
Device: CPU - Batch Size: 16 - Model: ResNet-50
libavif avifenc
Encoder Speed: 10, Lossless
Neural Magic DeepSparse
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream
QuadRay
Scene: 1 - Resolution: 4K
libavif avifenc
Encoder Speed: 0
oneDNN
Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU
AOM AV1
Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p
Neural Magic DeepSparse
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream
OpenRadioss
Model: Bumper Beam
Neural Magic DeepSparse
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream
TensorFlow
Device: CPU - Batch Size: 64 - Model: ResNet-50
Neural Magic DeepSparse
Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream
libavif avifenc
Encoder Speed: 6, Lossless
Neural Magic DeepSparse
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream
AOM AV1
Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p
Neural Magic DeepSparse
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream
TensorFlow
Device: CPU - Batch Size: 32 - Model: ResNet-50
OpenRadioss
Model: Bird Strike on Windshield
QuadRay
Scene: 2 - Resolution: 4K
Neural Magic DeepSparse
Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream
libavif avifenc
Encoder Speed: 2
QuadRay
Scene: 3 - Resolution: 1080p
Neural Magic DeepSparse
Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream
oneDNN
Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU
Neural Magic DeepSparse
Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream
Neural Magic DeepSparse
Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream
oneDNN
Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU
Neural Magic DeepSparse
Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream
Neural Magic DeepSparse
Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream
AOM AV1
Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p
AOM AV1
Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K
Phoronix Test Suite v10.8.4