AI Models verified for OpenVINO™#

The following is a list of models that have been verified to work with OpenVINO. Note that other models from OpenVINO-supported frameworks may also work properly but have not been tested.

AI Models that run on Intel® Core Ultra™ Processors with OpenVINO™ toolkit:

Model

Category

Framework

Precision

AI PC CPU

AI PC GPU

AI PC NPU

aclnet

Sound Classification

onnx

FP16

aclnet

Sound Classification

onnx

FP16-INT8

aclnet

Sound Classification

onnx

FP32

aclnet-int8

Sound Classification

onnx

FP16-INT8

adv_inception_v3

Image Classification

pytorch

FP32

albert-base-v2

Natural Language Processing

pytorch

intel-optimum default

albert-base-v2-sst2

Natural Language Processing

pytorch

intel-optimum default

albert-large-v2

Natural Language Processing

pytorch

intel-optimum default

albert-large-v2-finetuned-mnli

Natural Language Processing

pytorch

intel-optimum default

alexnet-caffe

Image Classification

caffe

FP16

alexnet-caffe

Image Classification

caffe

FP32

alexnet-onnx

Image Classification

onnx

FP16

alexnet-onnx

Image Classification

onnx

FP16-INT8

alexnet-onnx

Image Classification

onnx

FP32

Aquila2-7B

Large Language Model

pytorch

intel-optimum default

Aquila-7B

Large Language Model

pytorch

intel-optimum default

AquilaChat2-7B

Large Language Model

pytorch

intel-optimum default

AquilaChat-7B

Large Language Model

pytorch

intel-optimum default

arcfaceresnet100-8_resnet100

Object Detection

onnx

FP16

arcfaceresnet100-8_resnet100

Object Detection

onnx

FP32

ast-finetuned-speech-commands-v2

Audio Classification

pytorch

intel-optimum default

Baichuan2-13B-Chat

Large Language Model

pytorch

intel-optimum default

Baichuan2-7B-Base

Large Language Model

pytorch

intel-optimum default

Baichuan2-7B-Chat

Large Language Model

pytorch

intel-optimum default

bart-base-japanese

Natural Language Processing

pytorch

intel-optimum default

began

Image Processing, Enhancement

onnx

FP16

began

Image Processing, Enhancement

onnx

FP32

beit_base_patch16_224

Image Classification

pytorch

FP32

beit-base-patch16-224-pt22k-ft22k

Image Classification

pytorch

intel-optimum default

bert-base-cased-conversational

Natural Language Processing

pytorch

intel-optimum default

bert-base-cased-onnx

Natural Language Processing

onnx

FP16

bert-base-cased-onnx

Natural Language Processing

onnx

FP16-INT8

bert-base-cased-onnx

Natural Language Processing

onnx

FP32

bert-base-cased-paddle

Natural Language Processing

paddle

FP16

bert-base-cased-paddle

Natural Language Processing

paddle

FP16-INT8

bert-base-cased-paddle

Natural Language Processing

paddle

FP32

bert-base-cased-squad2

Natural Language Processing

onnx

FP16

bert-base-cased-squad2

Natural Language Processing

onnx

FP32

bert-base-chinese-xnli-zh

Natural Language Processing

tf

FP16

bert-base-chinese-xnli-zh

Natural Language Processing

tf

FP32

bert-base-ner

Natural Language Processing

onnx

FP16

bert-base-ner

Natural Language Processing

onnx

FP16-INT8

bert-base-ner

Natural Language Processing

onnx

FP32

bert-base-NER

Natural Language Processing

pytorch

intel-optimum default

bert-base-uncased

Natural Language Processing

pytorch

intel-optimum default

bert-base-uncased-mrpc

Natural Language Processing

onnx

FP16

bert-base-uncased-mrpc

Natural Language Processing

onnx

FP16-INT8

bert-base-uncased-mrpc

Natural Language Processing

onnx

FP32

bert-base-uncased-yelp-polarity

Natural Language Processing

pytorch

intel-optimum default

BERT-Large-CT-STSb

Natural Language Processing

pytorch

intel-optimum default

bert-large-NER

Natural Language Processing

pytorch

intel-optimum default

bert-large-uncased

Natural Language Processing

pytorch

intel-optimum default

bert-large-uncased-whole-word-masking-finetuned-sst-2

Natural Language Processing

pytorch

intel-optimum default

bert-large-uncased-whole-word-masking-squad-0001

Natural Language Processing

onnx

FP16

bert-large-uncased-whole-word-masking-squad-0001

Natural Language Processing

onnx

FP32

bert-large-uncased-whole-word-masking-squad-int8-0001

Natural Language Processing

onnx

FP16-INT8

bert-small-finetuned-squadv2

Large Language Model

pytorch

intel-optimum default

bertsquad-12

Natural Language Processing

onnx

FP16

bertsquad-12

Natural Language Processing

onnx

FP32

bge-base-en-v1.5

Natural Language Processing

pytorch

intel-optimum default

bge-large-en-v1.5

Natural Language Processing

pytorch

intel-optimum default

bge-reranker-base

Natural Language Processing

pytorch

intel-optimum default

bge-reranker-large

Natural Language Processing

pytorch

intel-optimum default

BioMedLM

Large Language Model

pytorch

intel-optimum default

bisenet-v2

Semantic Segmentation

paddle

FP16

bisenet-v2

Semantic Segmentation

paddle

FP32

blenderbot-400M-distill

Natural Language Processing

pytorch

intel-optimum default

bloom-560m

Large Language Model

pytorch

intel-optimum default

bloomz-1b1

Large Language Model

pytorch

intel-optimum default

bloomz-3b

Large Language Model

pytorch

intel-optimum default

bloomz-7b1-mt

Large Language Model

pytorch

intel-optimum default

botnet26t_256

Image Classification

pytorch

FP32

brain-tumor-segmentation-0002

Image Classification

onnx

FP16

brain-tumor-segmentation-0002

Image Classification

onnx

FP16-INT8

bvlcalexnet-12

Image Classification

onnx

FP16

bvlcalexnet-12

Image Classification

onnx

FP32

caffenet-12

Image Classification

onnx

FP16

caffenet-12

Image Classification

onnx

FP32

cait_m36_384

Image Classification

pytorch

FP32

candy-8_candy

Vision Style Transfer

onnx

FP16

candy-8_candy

Vision Style Transfer

onnx

FP32

coat_lite_mini

Image Classification

pytorch

FP32

codegemma-1.1-2b

Large Language Model

pytorch

intel-optimum default

codegemma-1.1-7b-it

Large Language Model

pytorch

intel-optimum default

codegemma-2b

Large Language Model

pytorch

intel-optimum default

codegemma-7b

Large Language Model

pytorch

intel-optimum default

codegen2-1B_P

Large Language Model

pytorch

intel-optimum default

codegen2-3_7B_P

Large Language Model

pytorch

intel-optimum default

codegen2-7B_P

Large Language Model

pytorch

intel-optimum default

codegen-2B-multi

Large Language Model

pytorch

intel-optimum default

codegen-350M-mono

Large Language Model

pytorch

intel-optimum default

codegen-6B-multi

Large Language Model

pytorch

intel-optimum default

CodeQwen1.5-7B-Chat

Large Language Model

pytorch

intel-optimum default

colorization-siggraph

Colorization

onnx

FP16

colorization-siggraph

Colorization

onnx

FP16

colorization-siggraph

Colorization

onnx

FP32

colorization-siggraph

Colorization

onnx

FP32

colorization-v2

Colorization

onnx

FP16-INT8

common-sign-language-0001

Image Classification

onnx

FP16

common-sign-language-0001

Image Classification

onnx

FP32

convbert-base-turkish-mc4-toxicity-uncased

Natural Language Processing

pytorch

intel-optimum default

convit_base

Image Classification

pytorch

FP32

convmixer_768_32

Image Classification

pytorch

FP32

convnext_base

Image Classification

pytorch

FP32

convnext-base-224

Image Classification

pytorch

intel-optimum default

crnn-tf

Image-to-Text

tf

FP16

crnn-tf

Image-to-Text

tf

FP32

crossvit_9_240

Image Classification

pytorch

FP32

cspdarknet53

Image Classification

pytorch

FP32

darknet19

Image Classification

tf

FP16

darknet19

Image Classification

tf

FP16-INT8

darknet19

Image Classification

tf

FP32

deberta-v3-large

Natural Language Processing

pytorch

intel-optimum default

deeplabv3

Semantic Segmentation

tf

FP16

deeplabv3

Semantic Segmentation

tf

FP16-INT8

deeplabv3

Semantic Segmentation

tf

FP32

deeplab-v3p-resnet50-os8

Semantic Segmentation

paddle

FP16

deeplab-v3p-resnet50-os8

Semantic Segmentation

paddle

FP16-INT8

deeplab-v3p-resnet50-os8

Semantic Segmentation

paddle

FP32

deit_base_distilled_patch16_224

Image Classification

pytorch

FP32

Denoise

Audio Enhancement

tf

FP16

Denoise

Audio Enhancement

tf

FP32

densenet-121-caffe

Image Classification

caffe

FP16

densenet-121-caffe

Image Classification

caffe

FP32

densenet-121-onnx

Image Classification

onnx

FP16

densenet-121-onnx

Image Classification

onnx

FP16-INT8

densenet-121-tf

Image Classification

tf

FP16

densenet-121-tf

Image Classification

tf

FP32

densenet-121-tf2

Image Classification

tf2

FP16

densenet-121-tf2

Image Classification

tf2

FP32

detr_resnet50

Object Detection

onnx

FP16

detr_resnet50

Object Detection

onnx

FP32

dien_alibaba

Behavior / Decision Prediction

tf

FP16

dien_alibaba

Behavior / Decision Prediction

tf

FP32

distilbert-base-cased

Natural Language Processing

onnx

FP16

distilbert-base-cased

Natural Language Processing

onnx

FP32

distilbert-base-nli-mean-tokens

Natural Language Processing

pytorch

intel-optimum default

distilbert-base-uncased

Natural Language Processing

onnx

FP16

distilbert-base-uncased

Natural Language Processing

onnx

FP16-INT8

distilbert-base-uncased-distilled-squad

Natural Language Processing

pytorch

intel-optimum default

distilbert-base-uncased-sst-2

Natural Language Processing

onnx

FP16

distilbert-base-uncased-sst-2

Natural Language Processing

onnx

FP16-INT8

distilbert-base-uncased-sst-2

Natural Language Processing

onnx

FP32

distilbert-NER

Natural Language Processing

pytorch

intel-optimum default

distil-large-v3

Speech Recognition

pytorch

intel-optimum default

distil-medium.en

Speech Recognition

pytorch

intel-optimum default

dla102

Image Classification

pytorch

FP32

dm_nfnet_f0

Image Classification

pytorch

FP32

dna_r9.4.1@v3

DNA Classification

onnx

FP16

dna_r9.4.1@v3

DNA Classification

onnx

FP32

dpn107

Image Classification

pytorch

FP32

dpn-68

Image Classification, Dual Path Network

onnx

FP16

dpn-68

Image Classification, Dual Path Network

onnx

FP16-INT8

dpn-68

Image Classification, Dual Path Network

onnx

FP32

east_resnet_v1_50

Image Classification

tf

FP16

east_resnet_v1_50

Image Classification

tf

FP16-INT8

east_resnet_v1_50

Image Classification

tf

FP32

ebgan

Image Processing, Enhancement

onnx

FP16

ebgan

Image Processing, Enhancement

onnx

FP32

eca_botnext26ts_256

Image Classification

pytorch

FP32

eca_halonext26ts

Image Classification

pytorch

FP32

edsr3_super_resolution

Image Processing, Enhancement

tf

FP16

edsr3_super_resolution

Image Processing, Enhancement

tf

FP32

edsr3-nas

Image Processing, Enhancement

onnx

FP16

edsr3-nas

Image Processing, Enhancement

onnx

FP32

efficientdet-d0-tf

Object Detection

tf

FP16

efficientdet-d0-tf

Object Detection

tf

FP16

efficientdet-d0-tf

Object Detection

tf

FP16-INT8

efficientdet-d0-tf

Object Detection

tf

FP16-INT8

efficientnet-b0-onnx

Object Detection

onnx

FP16

efficientnet-b0-onnx

Object Detection

onnx

FP16-INT8

efficientnet-b0-onnx

Object Detection

onnx

FP32

efficientnet-b0-tf

Object Detection

tf

FP16

efficientnet-b0-tf

Object Detection

tf

FP16-INT8

efficientnet-b0-tf

Object Detection

tf

FP32

efficientnet-lite4-11_efficientnet-lite4

Image Classification

onnx

FP16

efficientnet-lite4-11_efficientnet-lite4

Image Classification

onnx

FP32

efficientnet-v2-m

Object Detection

onnx

FP16

efficientnet-v2-m

Object Detection

onnx

FP16-INT8

efficientnet-v2-m

Object Detection

onnx

FP32

electra-base-french-europeana-cased-generator

Natural Language Processing

pytorch

intel-optimum default

electra-large-discriminator-nli-efl-tweeteval

Natural Language Processing

pytorch

intel-optimum default

emotion-ferplus-8_model

Object Detection

onnx

FP16

emotion-ferplus-8_model

Object Detection

onnx

FP32

emotions-recognition-retail-0003

Image Classification, Emotion

caffe

FP16

emotions-recognition-retail-0003

Image Classification, Emotion

caffe

FP16-INT8

ese_vovnet19b_dw

Image Classification

pytorch

FP32

esrgan

Image Processing, Enhancement

onnx

FP16

esrgan

Image Processing, Enhancement

onnx

FP16

esrgan

Image Processing, Enhancement

onnx

FP32

f3net

Object Detection

onnx

FP16

f3net

Object Detection

onnx

FP16-INT8

f3net

Object Detection

onnx

FP32

faceboxes-caffe

Object Detection

caffe

FP16

faceboxes-caffe

Object Detection

caffe

FP32

faceboxes-onnx

Object Detection

onnx

FP16

faceboxes-onnx

Object Detection

onnx

FP16-INT8

faceboxes-onnx

Object Detection

onnx

FP32

face-detection-0200

Object Detection

onnx

FP16

face-detection-0202

Object Detection

onnx

FP16

face-detection-0202

Object Detection

onnx

FP32

face-detection-0204

Object Detection

onnx

FP16

face-detection-adas-0001

Object Detection

caffe

FP16

face-detection-adas-0001

Object Detection

caffe

FP32

face-detection-retail-0004

Object Detection

caffe

FP16

face-detection-retail-0004

Object Detection

caffe

FP32

face-detection-retail-0044

Object Detection

caffe

FP16

face-detection-retail-0044

Object Detection

caffe

FP32

facenet

Object Detection

onnx

FP16

facenet

Object Detection

onnx

FP16-INT8

facenet-20180408-102900

Object Detection

tf

FP16

facenet-20180408-102900

Object Detection

tf

FP32

face-recognition-mobilefacenet-arcface

Object Detection

mxnet

FP16

face-recognition-mobilefacenet-arcface

Object Detection

mxnet

FP16-INT8

face-recognition-resnet50-arcface

Object Detection

mxnet

FP16

face-recognition-resnet50-aws

Object Detection

mxnet

FP16

face-recognition-resnet50-aws

Object Detection

mxnet

FP32

face-reidentification-retail-0095

Object Detection

onnx

FP16

face-reidentification-retail-0095

Object Detection

onnx

FP16-INT8

facial-landmarks-35-adas-0002

Object Detection

caffe

FP16

facial-landmarks-35-adas-0002

Object Detection

caffe

FP16-INT8

facial-landmarks-98-detection-0001

Object Detection

onnx

FP16

facial-landmarks-98-detection-0001

Object Detection

onnx

FP32

falcon-11B

Large Language Model

pytorch

intel-optimum default

falcon-7b

Large Language Model

pytorch

intel-optimum default

falcon-7b-instruct

Large Language Model

pytorch

intel-optimum default

faster_rcnn_inception_resnet_v2_atrous_coco

Object Detection

tf

FP16

faster_rcnn_inception_resnet_v2_atrous_coco

Object Detection

tf

FP32

faster_rcnn_inception_v2_coco

Object Detection

tf

FP16

faster_rcnn_inception_v2_coco

Object Detection

tf

FP32

faster_rcnn_resnet101_coco

Object Detection

tf

FP16

faster_rcnn_resnet101_coco

Object Detection

tf

FP32

faster_rcnn_resnet101_kitti

Object Detection

tf

FP16

faster_rcnn_resnet101_kitti

Object Detection

tf

FP32

faster_rcnn_resnet50_coco

Object Detection

tf

FP16

faster_rcnn_resnet50_coco

Object Detection

tf

FP16-INT8

faster_rcnn_resnet50_coco

Object Detection

tf

FP32

faster_rcnn_resnet50_fpn_coco

Object Detection

onnx

FP16

faster-rcnn-resnet101-coco-sparse-60-0001

Object Detection

tf

FP16

faster-rcnn-resnet101-coco-sparse-60-0001

Object Detection

tf

FP32

fastscnn

Object Detection

paddle

FP16

fastscnn

Object Detection

paddle

FP32

fastseg-small

Semantic Segmentation

onnx

FP16

fastseg-small

Semantic Segmentation

onnx

FP16-INT8

fastseg-small

Semantic Segmentation

onnx

FP32

fbnetc_100

Image Classification

pytorch

FP32

fbnetv3_b

Image Classification

pytorch

FP32

fcn-resnet101-11

Object Detection

onnx

FP16

fcn-resnet101-11

Object Detection

onnx

FP32

fcn-resnet50-11

Object Detection

onnx

FP16

fcn-resnet50-11

Object Detection

onnx

FP32

fcrn-dp-nyu-depth-v2-tf

Monodepth

tf

FP16

fcrn-dp-nyu-depth-v2-tf

Monodepth

tf

FP16-INT8

fcrn-dp-nyu-depth-v2-tf

Monodepth

tf

FP32

flaubert_base_cased

Natural Language Processing

pytorch

intel-optimum default

flaubert-base-uncased-finetuned-cooking

Natural Language Processing

pytorch

intel-optimum default

forward-tacotron-duration-prediction

Text-to-Speech

onnx

FP16

forward-tacotron-duration-prediction

Text-to-Speech

onnx

FP32

fsrcnn-x4

Image Processing, Enhancement

tf

FP16

fsrcnn-x4

Image Processing, Enhancement

tf

FP32

gaze-estimation-adas-0002

Object Detection

onnx

FP16

gemma-1.1-2b-it

Large Language Model

pytorch

intel-optimum default

gemma-1.1-7b-it

Large Language Model

pytorch

intel-optimum default

gemma-2b

Large Language Model

pytorch

intel-optimum default

gemma-2b-it

Large Language Model

pytorch

intel-optimum default

gemma-7b

Large Language Model

pytorch

intel-optimum default

gemma-7b-it

Large Language Model

pytorch

intel-optimum default

gernet_l

Image Classification

pytorch

FP32

ghostnet_100

Image Classification

pytorch

FP32

gluon_inception_v3

Image Classification

pytorch

FP32

gmixer_24_224

Image Classification

pytorch

FP32

gmlp_s16_224

Image Classification

pytorch

FP32

googlenet-12

Image Classification

onnx

FP16

googlenet-12

Image Classification

onnx

FP32

googlenet-v4-caffe

Image Classification

caffe

FP16

googlenet-v4-caffe

Image Classification

caffe

FP32

googlenet-v4-tf

Image Classification

tf

FP16

googlenet-v4-tf

Image Classification

tf

FP16-INT8

googlenet-v4-tf

Image Classification

tf

FP32

GPT-2

Large Language Model

onnx

FP16

GPT-2

Large Language Model

onnx

FP32

gpt2-lm-head-10_GPT-2-LM-HEAD

Large Language Model

onnx

FP16

gpt2-lm-head-10_GPT-2-LM-HEAD

Large Language Model

onnx

FP32

GPT2Neo1.3BPoints

Large Language Model

pytorch

intel-optimum default

granite-3b-code-base

Large Language Model

pytorch

intel-optimum default

granite-3b-code-instruct

Large Language Model

pytorch

intel-optimum default

granite-8b-code-base

Large Language Model

pytorch

intel-optimum default

granite-8b-code-instruct

Large Language Model

pytorch

intel-optimum default

handwritten-japanese-recognition-0001

Text Detection

onnx

FP16-INT8

hg-s8-b1-mpii

Object Detection

onnx

FP16

hg-s8-b1-mpii

Object Detection

onnx

FP16-INT8

higher-hrnet-w32-512

Object Detection

onnx

FP16

higher-hrnet-w32-512

Object Detection

onnx

FP32

horizontal-text-detection-0001

Text Detection

onnx

FP16

horizontal-text-detection-0001

Text Detection

onnx

FP16-INT8

horizontal-text-detection-0001

Text Detection

onnx

FP32

hrnet_w18

Image Classification

pytorch

FP32

hubert-large-ls960-ft

Speech Recognition

pytorch

intel-optimum default

human-pose-estimation-3d-0001

Object Detection

onnx

FP16

human-pose-estimation-3d-0001

Object Detection

onnx

FP32

hybrid-cs-model-mri

Image Processing, Enhancement

tf2

FP16

hybrid-cs-model-mri

Image Processing, Enhancement

tf2

FP32

i3d-flow

Action Recognition

tf

FP16

i3d-flow

Action Recognition

tf

FP16-INT8

i3d-flow

Action Recognition

tf

FP32

ibert-roberta-base

Natural Language Processing

pytorch

intel-optimum default

ibert-roberta-base-finetuned-mrpc

Natural Language Processing

pytorch

intel-optimum default

inception_v3

Image Classification

pytorch

FP32

inception-v1-12

Image Classification

onnx

FP16

inception-v1-12

Image Classification

onnx

FP32

inception-v2-7_model

Image Classification

onnx

FP16

inception-v2-7_model

Image Classification

onnx

FP32

instance-segmentation-security-0002

Instance Segmentation

onnx

FP16

instance-segmentation-security-0002

Instance Segmentation

onnx

FP32

instance-segmentation-security-0010

Instance Segmentation

onnx

FP16

instance-segmentation-security-0010

Instance Segmentation

onnx

FP32

internlm2-1_8b

Large Language Model

pytorch

intel-optimum default

internlm2-7b

Large Language Model

pytorch

intel-optimum default

internlm2-chat-1_8b

Large Language Model

pytorch

intel-optimum default

internlm2-chat-7b

Large Language Model

pytorch

intel-optimum default

internlm2-chat-7b-sft

Large Language Model

pytorch

intel-optimum default

internlm2-math-7b

Large Language Model

pytorch

intel-optimum default

internlm2-math-base-7b

Large Language Model

pytorch

intel-optimum default

jx_nest_base

Image Classification

pytorch

FP32

klue-roberta-base-ner

Natural Language Processing

pytorch

intel-optimum default

LCM_Dreamshaper_v7

Text-to-Image

pytorch

intel-optimum default

lcnet_050

Image Classification

pytorch

FP32

levit_128

Image Classification

pytorch

FP32

levit-256

Image Classification

pytorch

intel-optimum default

Llama-2-13b-chat-hf

Large Language Model

pytorch

intel-optimum default

Llama-2-13b-hf

Large Language Model

pytorch

intel-optimum default

Llama-2-7b-chat-hf

Large Language Model

pytorch

intel-optimum default

Llama-2-7b-hf

Large Language Model

pytorch

intel-optimum default

m2m100_418M

Natural Language Processing

pytorch

intel-optimum default

Magicoder-CL-7B

Large Language Model

pytorch

intel-optimum default

Magicoder-DS-6.7B

Large Language Model

pytorch

intel-optimum default

Magicoder-S-CL-7B

Large Language Model

pytorch

intel-optimum default

Magicoder-S-DS-6.7B

Large Language Model

pytorch

intel-optimum default

MarianCausalLM

Large Language Model

pytorch

intel-optimum default

marian-finetuned-kde4-en-to-cn-accelerate

Natural Language Processing

pytorch

intel-optimum default

mask_rcnn_inception_resnet_v2_atrous_coco

Instance Segmentation

tf

FP16

mask_rcnn_inception_resnet_v2_atrous_coco

Instance Segmentation

tf

FP32

mask_rcnn_inception_v2_coco

Instance Segmentation

tf

FP16

mask_rcnn_inception_v2_coco

Instance Segmentation

tf

FP16-INT8

mask_rcnn_inception_v2_coco

Instance Segmentation

tf

FP32

mask_rcnn_resnet101_atrous_coco

Instance Segmentation

tf

FP16

mask_rcnn_resnet101_atrous_coco

Instance Segmentation

tf

FP16-INT8

mask_rcnn_resnet50_atrous_coco

Instance Segmentation

tf

FP16

mask_rcnn_resnet50_atrous_coco

Instance Segmentation

tf

FP16-INT8

mask_rcnn_resnet50_atrous_coco

Instance Segmentation

tf

FP32

MaskRCNN-12

Object Detection

onnx

FP16

MaskRCNN-12

Object Detection

onnx

FP32

mbart-large-50-many-to-one-mmt

Natural Language Processing

pytorch

intel-optimum default

Meta-Llama-3-8B

Large Language Model

pytorch

intel-optimum default

Meta-Llama-3-8B-Instruct

Large Language Model

pytorch

intel-optimum default

Meta-Llama-Guard-2-8B

Large Language Model

pytorch

intel-optimum default

midasnet

Monodepth

onnx

FP16

midasnet

Monodepth

onnx

FP16-INT8

midasnet

Monodepth

onnx

FP32

MindChat-Qwen2-4B

Large Language Model

pytorch

intel-optimum default

MiniCPM-2B-sft-bf16

Large Language Model

pytorch

intel-optimum default

Mistral-7B-Instruct-v0.2

Large Language Model

pytorch

intel-optimum default

Mistral-7B-Instruct-v0.3

Large Language Model

pytorch

intel-optimum default

Mistral-7B-v0.3

Large Language Model

pytorch

intel-optimum default

mixer_b16_224

Image Classification

pytorch

FP32

mixnet_l

Image Classification

pytorch

FP32

mnasnet_100

Image Classification

pytorch

FP32

mnist-12

Image Classification

onnx

FP16

mnist-12

Image Classification

onnx

FP32

mobilebert

Natural Language Processing

onnx

FP16-INT8

mobilebert

Natural Language Processing

onnx

FP16-INT8

mobilenet-ssd

Object Detection

caffe

FP16

mobilenet-ssd

Object Detection

caffe

FP32

mobilenetv2_100

Image Classification

pytorch

FP32

mobilenet-v2-1.0-224-tf

Object Detection

tf

FP16

mobilenet-v2-1.0-224-tf

Object Detection

tf

FP16-INT8

mobilenet-v2-1.0-224-tf

Object Detection

tf

FP32

mobilenet-v2-1.0-224-tf2

Object Detection

tf2

FP16

mobilenet-v2-1.0-224-tf2

Object Detection

tf2

FP16-INT8

mobilenet-v2-1.0-224-tf2

Object Detection

tf2

FP32

mobilenet-v2-caffe

Object Detection

caffe

FP16

mobilenet-v2-caffe

Object Detection

caffe

FP32

mobilenet-v2-onnx

Object Detection

onnx

FP16

mobilenet-v2-onnx

Object Detection

onnx

FP16-INT8

mobilenet-v2-onnx

Object Detection

onnx

FP32

mobilenet-v2-paddle

Object Detection

paddle

FP16

mobilenet-v2-paddle

Object Detection

paddle

FP16-INT8

mobilenet-v2-paddle

Object Detection

paddle

FP32

mobilenetv3_large_100

Image Classification

pytorch

FP32

mobilenet-v3-large-1.0-224-onnx

Object Detection

onnx

FP16

mobilenet-v3-large-1.0-224-onnx

Object Detection

onnx

FP16-INT8

mobilenet-v3-large-1.0-224-onnx

Object Detection

onnx

FP32

mobilenet-v3-large-1.0-224-paddle

Object Detection

paddle

FP16

mobilenet-v3-large-1.0-224-paddle

Object Detection

paddle

FP16-INT8

mobilenet-v3-large-1.0-224-paddle

Object Detection

paddle

FP32

mobilenet-v3-large-1.0-224-tf

Object Detection

tf

FP16

mobilenet-v3-large-1.0-224-tf

Object Detection

tf

FP32

mobilenet-v3-large-1.0-224-tf2

Object Detection

tf2

FP16

mobilenet-v3-large-1.0-224-tf2

Object Detection

tf2

FP16-INT8

mobilenet-v3-large-1.0-224-tf2

Object Detection

tf2

FP32

mobilenet-yolo-v4-syg

Object Detection

tf

FP16-INT8

mobilenet-yolo-v4-syg

Object Detection

tf

FP32

mobilevit_s

Image Classification

pytorch

FP32

mobilevit-xx-small

Image Classification

pytorch

intel-optimum default

modnet_webcam_portrait_matting

Background Matting

onnx

FP16-INT8

mosaic-8_mosaic

Vision Style Transfer

onnx

FP16

mosaic-8_mosaic

Vision Style Transfer

onnx

FP32

mozilla-deepspeech-0.8.2

Speech Recognition

tf

FP16

mozilla-deepspeech-0.8.2

Speech Recognition

tf

FP16-INT8

mozilla-deepspeech-0.8.2

Speech Recognition

tf

FP32

mpt-7b

Large Language Model

pytorch

intel-optimum default

mpt-7b-8k

Large Language Model

pytorch

intel-optimum default

mpt-7b-8k-chat

Large Language Model

pytorch

intel-optimum default

mpt-7b-chat

Large Language Model

pytorch

intel-optimum default

mpt-7b-instruct

Large Language Model

pytorch

intel-optimum default

mpt-7b-storywriter

Large Language Model

pytorch

intel-optimum default

ms-marco-electra-base

Natural Language Processing

pytorch

intel-optimum default

mt5-base

Natural Language Processing

pytorch

intel-optimum default

mt5-large

Natural Language Processing

pytorch

intel-optimum default

mt5-small

Natural Language Processing

pytorch

intel-optimum default

mt5-tiny-random

Natural Language Processing

pytorch

intel-optimum default

neural-chat-7b-v1-1

Large Language Model

pytorch

intel-optimum default

neural-chat-7b-v3-3

Large Language Model

pytorch

intel-optimum default

nfnet_l0

Image Classification

pytorch

FP32

ocrnet-hrnet-w18

Text Detection

paddle

FP16

ocrnet-hrnet-w18

Text Detection

paddle

FP16-INT8

ocrnet-hrnet-w18

Text Detection

paddle

FP32

ocrnet-hrnet-w48

Text Detection

paddle

FP16

ocrnet-hrnet-w48

Text Detection

paddle

FP32

octave-resnext-101-0.25

Image Classification

mxnet

FP16

octave-resnext-101-0.25

Image Classification

mxnet

FP32

openchat-3.6-8b-20240522

Large Language Model

pytorch

intel-optimum default

open-closed-eye-0001

Image Classification

onnx

FP16

open-closed-eye-0001

Image Classification

onnx

FP16-INT8

open-closed-eye-0001

Image Classification

onnx

FP32

opt-1.3b

Large Language Model

pytorch

intel-optimum default

opt-125m

Large Language Model

pytorch

intel-optimum default

opt-13b

Large Language Model

pytorch

intel-optimum default

opt-2.7b

Large Language Model

pytorch

intel-optimum default

opt-350m

Large Language Model

pytorch

intel-optimum default

opt-6.7b

Large Language Model

pytorch

intel-optimum default

opt-iml-1.3b

Large Language Model

pytorch

intel-optimum default

pedestrian-detection-adas-0002

Object Detection

caffe

FP16

pedestrian-detection-adas-0002

Object Detection

caffe

FP16-INT8

pedestrian-detection-adas-0002

Object Detection

caffe

FP32

Pegasus-7b-slerp

Large Language Model

pytorch

intel-optimum default

pegasus-samsum

Large Language Model

pytorch

intel-optimum default

persimmon-8b-chat

Large Language Model

pytorch

intel-optimum default

person-detection-0100

Object Detection

onnx

FP16

person-detection-0101

Object Detection

onnx

FP16

person-detection-0201

Object Detection

onnx

FP16

person-detection-0201

Object Detection

onnx

FP32

person-vehicle-bike-detection-crossroad-0078

Object Detection

caffe

FP16

person-vehicle-bike-detection-crossroad-0078

Object Detection

caffe

FP16-INT8

person-vehicle-bike-detection-crossroad-0078

Object Detection

caffe

FP32

phi-2

Large Language Model

pytorch

intel-optimum default

Phi-3-medium-4k-instruct

Large Language Model

pytorch

intel-optimum default

Phi-3-mini-128k-instruct

Large Language Model

pytorch

intel-optimum default

pit_b_224

Image Classification

pytorch

FP32

pix2struct-base

Image-to-Text

pytorch

intel-optimum default

pix2struct-tiny-random

Image-to-Text

pytorch

intel-optimum default

pnasnet5large

Image Classification

pytorch

FP32

pointilism-8_pointilism

Vision Style Transfer

onnx

FP16

pointilism-8_pointilism

Vision Style Transfer

onnx

FP32

Polish_RoBERTa_large_OPI

Natural Language Processing

pytorch

intel-optimum default

poolformer_m36

Image Classification

pytorch

FP32

pp-ocr-det

Object Detection

paddle

FP16

pp-ocr-det

Object Detection

paddle

FP16-INT8

pp-ocr-det

Object Detection

paddle

FP32

pp-ocr-rec

Object Detection

paddle

FP16

pp-ocr-rec

Object Detection

paddle

FP32

pp-yolo

Object Detection

paddle

FP16

pp-yolo

Object Detection

paddle

FP32

prnet

Object Detection

tf

FP16

prnet

Object Detection

tf

FP16-INT8

prnet

Object Detection

tf

FP32

product-detection-0001

Object Detection

onnx

FP16

product-detection-0001

Object Detection

onnx

FP16-INT8

product-detection-0001

Object Detection

onnx

FP32

pythia-1.4b

Large Language Model

pytorch

intel-optimum default

pythia-12b

Large Language Model

pytorch

intel-optimum default

pythia-14m

Large Language Model

pytorch

intel-optimum default

pythia-160m

Large Language Model

pytorch

intel-optimum default

pythia-1b

Large Language Model

pytorch

intel-optimum default

pythia-2.8b

Large Language Model

pytorch

intel-optimum default

pythia-410m

Large Language Model

pytorch

intel-optimum default

pythia-6.9b

Large Language Model

pytorch

intel-optimum default

pythia-70m

Large Language Model

pytorch

intel-optimum default

Pythia-Chat-Base-7B

Large Language Model

pytorch

intel-optimum default

quartznet-15x5-en

Speech Recognition

onnx

FP16

quartznet-15x5-en

Speech Recognition

onnx

FP16-INT8

quartznet-15x5-en

Speech Recognition

onnx

FP32

Qwen1.5-0.5B

Large Language Model

pytorch

intel-optimum default

Qwen1.5-0.5B-Chat

Large Language Model

pytorch

intel-optimum default

Qwen1.5-1.8B

Large Language Model

pytorch

intel-optimum default

Qwen1.5-1.8B-Chat

Large Language Model

pytorch

intel-optimum default

Qwen1.5-4B

Large Language Model

pytorch

intel-optimum default

Qwen1.5-4B-Chat

Large Language Model

pytorch

intel-optimum default

Qwen1.5-7B

Large Language Model

pytorch

intel-optimum default

Qwen1.5-7B-Chat

Large Language Model

pytorch

intel-optimum default

Qwen-1_8B

Large Language Model

pytorch

intel-optimum default

Qwen-1_8B-Chat

Large Language Model

pytorch

intel-optimum default

Qwen-7B

Large Language Model

pytorch

intel-optimum default

Qwen-7B-Chat

Large Language Model

pytorch

intel-optimum default

rain-princess-8_rain_princess

Vision Style Transfer

onnx

FP16

rain-princess-8_rain_princess

Vision Style Transfer

onnx

FP32

rcnn-ilsvrc13-7_model

Image Classification

onnx

FP16

rcnn-ilsvrc13-7_model

Image Classification

onnx

FP32

really-tiny-falcon-testing

Large Language Model

pytorch

INT4

RedPajama-INCITE-7B-Base

Large Language Model

pytorch

intel-optimum default

RedPajama-INCITE-7B-Chat

Large Language Model

pytorch

intel-optimum default

RedPajama-INCITE-7B-Instruct

Large Language Model

pytorch

intel-optimum default

RedPajama-INCITE-Chat-3B-v1

Large Language Model

pytorch

intel-optimum default

regnety_002

Image Classification

pytorch

FP32

repvgg_a2

Image Classification

pytorch

FP32

res2net101_26w_4s

Image Classification

pytorch

FP32

res2net50_14w_8s

Image Classification

pytorch

FP32

res2next50

Image Classification

pytorch

FP32

resmlp_12_224

Image Classification

pytorch

FP32

resnest101e

Image Classification

pytorch

FP32

ResNet101-DUC-12

Object Detection

onnx

FP16

ResNet101-DUC-12

Object Detection

onnx

FP32

resnet101-v1-7

Image Classification

onnx

FP16

resnet101-v1-7

Image Classification

onnx

FP32

resnet101-v2-7

Image Classification

onnx

FP16

resnet101-v2-7

Image Classification

onnx

FP32

resnet152-v1-7

Image Classification

onnx

FP16

resnet152-v1-7

Image Classification

onnx

FP32

resnet152-v2-7

Image Classification

onnx

FP16

resnet152-v2-7

Image Classification

onnx

FP32

resnet-18

Image Classification

onnx

FP16

resnet-18

Image Classification

onnx

FP16-INT8

resnet-18

Image Classification

onnx

FP32

resnet18-v1-7

Image Classification

onnx

FP16

resnet18-v1-7

Image Classification

onnx

FP32

resnet18-v2-7

Image Classification

onnx

FP16

resnet18-v2-7

Image Classification

onnx

FP32

resnet34-v1-7

Image Classification

onnx

FP16

resnet34-v1-7

Image Classification

onnx

FP32

resnet34-v2-7

Image Classification

onnx

FP16

resnet34-v2-7

Image Classification

onnx

FP32

resnet50-caffe2-v1-7_model

Image Classification

onnx

FP16

resnet50-caffe2-v1-7_model

Image Classification

onnx

FP32

resnet-50-onnx

Image Classification

onnx

FP16

resnet-50-onnx

Image Classification

onnx

FP16-INT8

resnet-50-onnx

Image Classification

onnx

FP32

resnet-50-paddle

Image Classification

paddle

FP16

resnet-50-paddle

Image Classification

paddle

FP16-INT8

resnet-50-paddle

Image Classification

paddle

FP32

resnet-50-pytorch

Image Classification

onnx

FP16

resnet-50-pytorch

Image Classification

onnx

FP16-INT8

resnet-50-pytorch

Image Classification

onnx

FP32

resnet-50-tf

Image Classification

tf

FP16

resnet-50-tf

Image Classification

tf

FP16-INT8

resnet-50-tf

Image Classification

tf

FP32

resnet50-v2-7

Image Classification

onnx

FP16

resnet50-v2-7

Image Classification

onnx

FP32

resnext101-32x16d-swsl

Image Classification

onnx

FP16

resnext101-32x16d-swsl

Image Classification

onnx

FP16-INT8

resnext101-32x16d-swsl

Image Classification

onnx

FP32

resnext-101-32x8d

Image Classification

onnx

FP16

resnext-101-32x8d

Image Classification

onnx

FP32

retinanet

Image Classification

tf2

FP16

retinanet

Image Classification

tf2

FP32

retinanet_resnet34

Image Classification

onnx

FP16

retinanet_resnet34

Image Classification

onnx

FP16-INT8

retinanet_resnet34

Image Classification

onnx

FP32

retinanet-9_test_retinanet_resnet101

Object Detection

onnx

FP16

retinanet-9_test_retinanet_resnet101

Object Detection

onnx

FP32

rexnet_100

Image Classification

pytorch

FP32

rnnt

Speech Recognition

onnx

FP16

rnnt

Speech Recognition

onnx

FP32

road-segmentation-adas-0001

Semantic Segmentation

caffe

FP16

roberta-base

Natural Language Processing

onnx

FP16

roberta-base

Natural Language Processing

onnx

FP16-INT8

roberta-base

Natural Language Processing

onnx

FP32

roberta-base-mrpc

Natural Language Processing

onnx

FP16-INT8

roberta-base-mrpc

Natural Language Processing

onnx

FP16-INT8

roberta-base-squad2

Large Language Model

pytorch

intel-optimum default

roberta-large

Natural Language Processing

onnx

FP16

roberta-large

Natural Language Processing

onnx

FP32

roberta-large-mnli

Natural Language Processing

pytorch

intel-optimum default

roberta-large-ner-english

Natural Language Processing

pytorch

intel-optimum default

roberta-large-squadv2

Large Language Model

pytorch

intel-optimum default

roformer_small_generator

Natural Language Processing

pytorch

intel-optimum default

sbert-base-mean-tokens

Natural Language Processing

onnx

FP16

sbert-base-mean-tokens

Natural Language Processing

onnx

FP16-INT8

sbert-base-mean-tokens

Natural Language Processing

onnx

FP32

sebotnet33ts_256

Image Classification

pytorch

FP32

selecsls42b

Image Classification

pytorch

FP32

semantic-segmentation-adas-0001

Semantic Segmentation

caffe

FP16

semantic-segmentation-adas-0001

Semantic Segmentation

caffe

FP16-INT8

semantic-segmentation-adas-0001

Semantic Segmentation

caffe

FP32

se-resnet-50

Image Classification

caffe

FP16

se-resnet-50

Image Classification

caffe

FP32

se-resnext-101

Image Classification

caffe

FP16

se-resnext-101

Image Classification

caffe

FP32

se-resnext-50-caffe

Image Classification

caffe

FP16

se-resnext-50-caffe

Image Classification

caffe

FP32

se-resnext-50-onnx

Image Classification

onnx

FP16

se-resnext-50-onnx

Image Classification

onnx

FP16-INT8

se-resnext-50-onnx

Image Classification

onnx

FP32

se-resnext-50-tf

Image Classification

tf

FP16

se-resnext-50-tf

Image Classification

tf

FP32

sew-d-tiny-100k-ft-ls100h

Speech Recognition

pytorch

intel-optimum default

Sharpen-LensBlur

Image Processing, Enhancement

tf

FP16

Sharpen-LensBlur

Image Processing, Enhancement

tf

FP16-INT8

Sharpen-LensBlur

Image Processing, Enhancement

tf

FP32

Sharpen-MotionBlur

Image Processing, Enhancement

tf

FP16

Sharpen-MotionBlur

Image Processing, Enhancement

tf

FP16-INT8

Sharpen-MotionBlur

Image Processing, Enhancement

tf

FP32

Sharpen-Sharpen

Image Processing, Enhancement

tf

FP16

Sharpen-Sharpen

Image Processing, Enhancement

tf

FP16-INT8

Sharpen-Sharpen

Image Processing, Enhancement

tf

FP32

shufflenet-7_model

Image Classification

onnx

FP16

shufflenet-7_model

Image Classification

onnx

FP32

shufflenet-v2-x1.0-onnx

Image Classification

onnx

FP16

shufflenet-v2-x1.0-onnx

Image Classification

onnx

FP16-INT8

shufflenet-v2-x1.0-onnx

Image Classification

onnx

FP32

shufflenet-v2-x1.0-tf

Image Classification

tf

FP16

shufflenet-v2-x1.0-tf

Image Classification

tf

FP16-INT8

shufflenet-v2-x1.0-tf

Image Classification

tf

FP32

single-image-super-resolution-1032

Image Processing, Enhancement

onnx

FP16

Sphereface

Image Classification

caffe

FP16

Sphereface

Image Classification

caffe

FP32

spnasnet_100

Image Classification

pytorch

FP32

squeezenet1.0-12

Image Classification

onnx

FP16

squeezenet1.0-12

Image Classification

onnx

FP32

squeezenet1.1-caffe

Image Classification

caffe

FP16

squeezenet1.1-caffe

Image Classification

caffe

FP32

squeezenet1.1-mxnet

Image Classification

mxnet

FP16

squeezenet1.1-mxnet

Image Classification

mxnet

FP32

squeezenet1.1-onnx

Image Classification

onnx

FP32

srgan-onnx

Image Processing, Enhancement

onnx

FP16

srgan-tf

Image Processing, Enhancement

tf

FP16

srgan-tf

Image Processing, Enhancement

tf

FP16-INT8

srgan-tf

Image Processing, Enhancement

tf

FP32

ssd_mobilenet_v1_10_ssd_mobilenet_v1

Object Detection

onnx

FP16

ssd_mobilenet_v1_coco

Object Detection

tf

FP16

ssd_mobilenet_v1_coco

Object Detection

tf

FP16-INT8

ssd_mobilenet_v1_coco

Object Detection

tf

FP32

ssd-10

Object Detection

onnx

FP16

ssd-10

Object Detection

onnx

FP32

ssd300-onnx-0001

Object Detection

onnx

FP16

ssd300-onnx-0001

Object Detection

onnx

FP16-INT8

ssdlite_mobilenet_v2

Object Detection

tf

FP16

ssdlite_mobilenet_v2

Object Detection

tf

FP16-INT8

ssdlite_mobilenet_v2

Object Detection

tf

FP32

ssdlite-mobilenet-v3-small-320-coco

Object Detection

paddle

FP16

ssdlite-mobilenet-v3-small-320-coco

Object Detection

paddle

FP32

ssd-resnet34-1200

Object Detection

onnx

FP16

ssd-resnet34-1200

Object Detection

onnx

FP16-INT8

ssd-resnet34-1200

Object Detection

onnx

FP32

stable-diffusion-2-1

Image-to-Text & Text-to-Image

pytorch

intel-optimum default

stable-diffusion-v1-4

Image-to-Text & Text-to-Image

pytorch

intel-optimum default

stable-diffusion-v1-5

Image-to-Text & Text-to-Image

pytorch

intel-optimum default

stable-diffusion-xl-base-1.0

Image-to-Text & Text-to-Image

pytorch

intel-optimum default

stablelm-2-1_6b

Large Language Model

pytorch

intel-optimum default

stablelm-2-1_6b-chat

Large Language Model

pytorch

intel-optimum default

stablelm-2-12b

Large Language Model

pytorch

intel-optimum default

stablelm-2-12b-chat

Large Language Model

pytorch

intel-optimum default

stablelm-2-zephyr-1_6b

Large Language Model

pytorch

intel-optimum default

stablelm-3b-4e1t

Large Language Model

pytorch

intel-optimum default

stablelm-base-alpha-3b

Large Language Model

pytorch

intel-optimum default

stablelm-tuned-alpha-7b

Large Language Model

pytorch

intel-optimum default

stablelm-zephyr-3b

Large Language Model

pytorch

intel-optimum default

stsb-bert-tiny-safetensors

Natural Language Processing

pytorch

intel-optimum default

style_transfer

Image Processing

onnx

FP16

style_transfer

Image Processing

onnx

FP16-INT8

style_transfer

Image Processing

onnx

FP32

stylegan2

Image Processing

tf

FP16

stylegan2

Image Processing

tf

FP32

super-resolution-10_super_resolution

Image Manipulation

onnx

FP16

super-resolution-10_super_resolution

Image Manipulation

onnx

FP32

sup-simcse-roberta-base

Natural Language Processing

pytorch

intel-optimum default

swin_base_patch4_window7_224

Image Classification

pytorch

FP32

swin-tiny-patch4-window7-224

Image Classification

onnx

FP16

swin-tiny-patch4-window7-224

Image Classification

onnx

FP16-INT8

swin-tiny-patch4-window7-224

Image Classification

onnx

FP32

swsl_resnext101_32x16d

Image Classification

pytorch

FP32

t2t-vit-7

Image Classification

onnx

FP16

t2t-vit-7

Image Classification

onnx

FP16-INT8

t2t-vit-7

Image Classification

onnx

FP32

t5-base

Natural Language Processing

pytorch

intel-optimum default

t5-decoder-with-lm-head-12_t5-decoder-with-lm-head

Natural Language Processing

onnx

FP16

t5-decoder-with-lm-head-12_t5-decoder-with-lm-head

Natural Language Processing

onnx

FP32

t5-encoder-12_t5-encoder

Natural Language Processing

onnx

FP16

t5-encoder-12_t5-encoder

Natural Language Processing

onnx

FP32

t5-large

Natural Language Processing

pytorch

intel-optimum default

t5-small

Natural Language Processing

pytorch

intel-optimum default

tedlium_dnn4_smbr

Speech Recognition

kaldi

FP16

tedlium_dnn4_smbr

Speech Recognition

kaldi

FP16-INT8

tedlium_dnn4_smbr

Speech Recognition

kaldi

FP32

text-image-super-resolution-0001

Image Processing, Enhancement

onnx

FP16

text-image-super-resolution-0001

Image Processing, Enhancement

onnx

FP16-INT8

text-image-super-resolution-0001

Image Processing, Enhancement

onnx

FP32

text-recognition-0012

Text Detection

tf

FP16

text-recognition-0012

Text Detection

tf

FP32

text-recognition-0013

Text Detection

onnx

FP16

text-recognition-0013

Text Detection

onnx

FP32

text-recognition-0014

Text Detection

onnx

FP16

text-recognition-0014

Text Detection

onnx

FP16-INT8

text-recognition-0014

Text Detection

onnx

FP32

text-to-speech-en-multi-0001

Text-to-Speech

null

FP32

tf_efficientnet_b0

Image Classification

pytorch

FP32

tf_mixnet_l

Image Classification

pytorch

FP32

tiny_yolo_v2

Object Detection

onnx

FP16

tiny_yolo_v2

Object Detection

onnx

FP32

tinybert_6layer_768dim_cola

Natural Language Processing

onnx

FP16

tinybert_6layer_768dim_cola

Natural Language Processing

onnx

FP16-INT8

tinybert_6layer_768dim_cola

Natural Language Processing

onnx

FP32

tiny-doc-qa-vision-encoder-decoder

Image-to-Text

pytorch

intel-optimum default

tiny-llama-fast-tokenizer

Large Language Model

pytorch

INT4

tiny-marian-en-de

Large Language Model

pytorch

INT4

tiny-mixtral

Large Language Model

pytorch

INT4

tinynet_a

Image Classification

pytorch

FP32

tiny-random-albert

Natural Language Processing

pytorch

intel-optimum default

tiny-random-aquila2

Large Language Model

pytorch

INT4

tiny-random-aquilachat

Large Language Model

pytorch

INT4

tiny-random-baichuan2

Large Language Model

pytorch

INT4

tiny-random-baichuan2-13b

Large Language Model

pytorch

INT4

tiny-random-bart

Large Language Model

pytorch

INT4

tiny-random-BeitForImageClassification

Image Classification

pytorch

intel-optimum default

tiny-random-bert

Natural Language Processing

pytorch

intel-optimum default

tiny-random-BlenderbotModel

Large Language Model

pytorch

INT4

tiny-random-BloomModel

Large Language Model

pytorch

INT4

tiny-random-chatglm2

Large Language Model

pytorch

INT4

tiny-random-codegen2

Large Language Model

pytorch

INT4

tiny-random-CodeGenForCausalLM

Large Language Model

pytorch

INT4

tiny-random-CohereForCausalLM

Large Language Model

pytorch

INT4

tiny-random-ConvBertForSequenceClassification

Natural Language Processing

pytorch

intel-optimum default

tiny-random-convnext

Image Classification

pytorch

intel-optimum default

tiny-random-Data2VecAudioModel

Speech Recognition

pytorch

intel-optimum default

tiny-random-dbrx

Large Language Model

pytorch

INT4

tiny-random-deberta

Natural Language Processing

pytorch

intel-optimum default

tiny-random-distilbert

Natural Language Processing

pytorch

intel-optimum default

tiny-random-electra

Natural Language Processing

pytorch

intel-optimum default

tiny-random-falcon-40b

Large Language Model

pytorch

INT4

tiny-random-flaubert

Natural Language Processing

pytorch

intel-optimum default

tiny-random-GemmaForCausalLM

Large Language Model

pytorch

INT4

tiny-random-gpt2

Large Language Model

pytorch

INT4

tiny-random-GPTNeoModel

Large Language Model

pytorch

INT4

tiny-random-GPTNeoXForCausalLM

Large Language Model

pytorch

INT4

tiny-random-HubertModel

Speech Recognition

pytorch

intel-optimum default

tiny-random-ibert

Natural Language Processing

pytorch

intel-optimum default

tiny-random-internlm

Large Language Model

pytorch

INT4

tiny-random-internlm2

Large Language Model

pytorch

INT4

tiny-random-latent-consistency

Text-to-Image

pytorch

intel-optimum default

tiny-random-LevitModel

Image Classification

pytorch

intel-optimum default

tiny-random-m2m_100

Natural Language Processing

pytorch

intel-optimum default

tiny-random-mbart

Natural Language Processing

pytorch

intel-optimum default

tiny-random-minicpm

Large Language Model

pytorch

INT4

tiny-random-mistral

Large Language Model

pytorch

INT4

tiny-random-MobileNetV2Model

Image Classification

pytorch

intel-optimum default

tiny-random-mobilevit

Image Classification

pytorch

intel-optimum default

tiny-random-MptForCausalLM

Large Language Model

pytorch

INT4

tiny-random-olmo-hf

Large Language Model

pytorch

INT4

tiny-random-OPTModel

Large Language Model

pytorch

INT4

tiny-random-orion

Large Language Model

pytorch

INT4

tiny-random-pegasus

Large Language Model

pytorch

INT4

tiny-random-PersimmonForCausalLM

Large Language Model

pytorch

INT4

tiny-random-phi3

Large Language Model

pytorch

INT4

tiny-random-PhiForCausalLM

Large Language Model

pytorch

INT4

tiny-random-qwen

Large Language Model

pytorch

INT4

tiny-random-qwen1.5-moe

Large Language Model

pytorch

INT4

tiny-random-resnet

Image Classification

pytorch

intel-optimum default

tiny-random-roberta

Natural Language Processing

pytorch

intel-optimum default

tiny-random-roformer

Natural Language Processing

pytorch

intel-optimum default

tiny-random-SEWModel

Speech Recognition

pytorch

intel-optimum default

tiny-random-squeezebert

Natural Language Processing

pytorch

intel-optimum default

tiny-random-stable-diffusion-xl

Text-to-Image

pytorch

intel-optimum default

tiny-random-stable-diffusion-xl-refiner

Text-to-Image

pytorch

intel-optimum default

tiny-random-StableLmForCausalLM

Large Language Model

pytorch

INT4

tiny-random-Starcoder2ForCausalLM

Large Language Model

pytorch

INT4

tiny-random-t5

Natural Language Processing

pytorch

intel-optimum default

tiny-random-unispeech

Audio Classification

pytorch

intel-optimum default

tiny-random-UnispeechSatModel

Speech Recognition

pytorch

intel-optimum default

tiny-random-VisionEncoderDecoderModel-vit-gpt2

Image-to-Text

pytorch

intel-optimum default

tiny-random-vit

Image Classification

pytorch

intel-optimum default

tiny-random-wav2vec2-conformer

Speech Recognition

pytorch

intel-optimum default

tiny-random-Wav2Vec2Model

Speech Recognition

pytorch

intel-optimum default

tiny-random-WavlmModel

Speech Recognition

pytorch

intel-optimum default

tiny-random-xlm

Natural Language Processing

pytorch

intel-optimum default

tiny-random-xverse

Large Language Model

pytorch

INT4

tiny-stable-diffusion-torch

Text-to-Image

pytorch

intel-optimum default

tiny-xlm-roberta

Natural Language Processing

pytorch

intel-optimum default

tiramisu-fc-densenet-103

Object Detection

tf2

FP16

tiramisu-fc-densenet-103

Object Detection

tf2

FP16-INT8

tiramisu-fc-densenet-103

Object Detection

tf2

FP32

tnt_s_patch16_224

Image Classification

pytorch

FP32

topaz_video_super_resolution

Image Processing, Enhancement

tf

FP16

topaz_video_super_resolution

Image Processing, Enhancement

tf

FP32

trocr-base-handwritten

Image-to-Text

pytorch

intel-optimum default

trocr-small-handwritten

Image-to-Text

pytorch

intel-optimum default

twins_pcpvt_base

Image Classification

pytorch

FP32

twitter-roberta-base-sentiment-latest

Natural Language Processing

pytorch

intel-optimum default

udnie-8_udnie

Neural Style Transfer

onnx

FP16

udnie-8_udnie

Neural Style Transfer

onnx

FP32

ultra-lightweight-face-detection-rfb-320

Object Detection

onnx

FP16

ultra-lightweight-face-detection-slim-320

Object Detection

onnx

FP16

unet-2d

Semantic Segmentation

onnx

FP16

unet3d_mlperf-onnx

Semantic Segmentation

onnx

FP16

unet3d_mlperf-onnx

Semantic Segmentation

onnx

FP16-INT8

unet3d_mlperf-onnx

Semantic Segmentation

onnx

FP32

unet3d_mlperf-tf

Semantic Segmentation

tf

FP16

unet3d_mlperf-tf

Semantic Segmentation

tf

FP16-INT8

unet-camvid-onnx-0001

Semantic Segmentation

onnx

FP16

unet-camvid-onnx-0001

Semantic Segmentation

onnx

FP16-INT8

unet-camvid-onnx-0001

Semantic Segmentation

onnx

FP32

unispeech-1350-en-90-it-ft-1h

Speech Recognition

pytorch

intel-optimum default

unispeech-sat-base-plus-sd

Audio

pytorch

intel-optimum default

unispeech-sat-base-sv

Audio

pytorch

intel-optimum default

unispeech-sat-large-sv

Audio

pytorch

intel-optimum default

urlnet

URL Classification

tf2

FP16

urlnet

URL Classification

tf2

FP32

vehicle-detection-adas-0002

Object Detection

caffe

FP16

version-RFB-320

Object Detection

onnx

FP16

version-RFB-320

Object Detection

onnx

FP32

version-RFB-640

Object Detection

onnx

FP16

version-RFB-640

Object Detection

onnx

FP32

vgg16-12

Image Classification

onnx

FP16

vgg16-12

Image Classification

onnx

FP32

vgg19-7_vgg19

Image Classification

onnx

FP16

vgg19-7_vgg19

Image Classification

onnx

FP32

vgg19-caffe2-7_model

Image Classification

onnx

FP16

vgg19-caffe2-7_model

Image Classification

onnx

FP32

visformer_small

Image Classification

pytorch

FP32

vit_base_patch16_224

Image Feature Extraction

pytorch

FP32

vitstr-small-patch16-224

Text Detection

onnx

FP16

vitstr-small-patch16-224

Text Detection

onnx

FP32

vit-with-attentions

Image Classification

pytorch

intel-optimum default

vit-with-hidden_states

Image Classification

pytorch

intel-optimum default

volo_d1_224

Image Classification

pytorch

FP32

wav2vec2-base

Speech Recognition

onnx

FP16

wav2vec2-base

Speech Recognition

onnx

FP16-INT8

wav2vec2-base

Speech Recognition

onnx

FP32

wav2vec2-base-superb-sd

Audio Classification

pytorch

intel-optimum default

wav2vec2-base-superb-sid

Audio Classification

pytorch

intel-optimum default

wav2vec2-base-superb-sv

Audio

pytorch

intel-optimum default

wav2vec2-random-tiny-classifier

Audio Classification

pytorch

intel-optimum default

wavernn-rnn

Text-to-Speech

onnx

FP16

wavernn-rnn

Text-to-Speech

onnx

FP32

wavernn-upsampler

Text-to-Speech

onnx

FP16

wavernn-upsampler

Text-to-Speech

onnx

FP32

wdsr-small-x4

Image Processing, Enhancement

onnx

FP16

wdsr-small-x4

Image Processing, Enhancement

onnx

FP16-INT8

wdsr-small-x4

Image Processing, Enhancement

onnx

FP32

weld-porosity-detection-0001

Image Classification

onnx

FP16

weld-porosity-detection-0001

Image Classification

onnx

FP32

whisper-base

Speech Reognition

pytorch

intel-optimum default

whisper-large-v2

Speech Reognition

pytorch

intel-optimum default

whisper-medium

Speech Reognition

pytorch

intel-optimum default

whisper-small

Speech Reognition

pytorch

intel-optimum default

whisper-tiny.en

Speech Recognition

pytorch

intel-optimum default

WizardMath-7B-V1.1

Large Language Model

pytorch

intel-optimum default

xcit_large_24_p8_224

Image Classification

pytorch

FP32

xlm-clm-ende-1024

Natural Language Processing

pytorch

intel-optimum default

xlm-roberta-base

Natural Language Processing

onnx

FP16

xlm-roberta-base

Natural Language Processing

onnx

FP32

xlm-roberta-base-language-detection

Natural Language Processing

pytorch

intel-optimum default

xlm-roberta-base-uncased-conll2003

Natural Language Processing

pytorch

intel-optimum default

xlm-roberta-large

Natural Language Processing

pytorch

intel-optimum default

xlm-roberta-large-en-ru-mnli

Natural Language Processing

pytorch

intel-optimum default

xlm-roberta-large-finetuned-conll03-english

Natural Language Processing

pytorch

intel-optimum default

XVERSE-7B-Chat

Large Language Model

pytorch

intel-optimum default

yolo_v3_tiny

Object Detection

onnx

FP16

yolo_v3_tiny-onnx

Object Detection

onnx

FP16

yolo_v3_tiny-onnx

Object Detection

onnx

FP16-INT8

yolo_v3_tiny-onnx

Object Detection

onnx

FP32

yolo_v3_tiny-tf

Object Detection

tf

FP16

yolo_v3_tiny-tf

Object Detection

tf

FP16-INT8

yolo_v3_tiny-tf

Object Detection

tf

FP32

yolo_v3-onnx

Object Detection

onnx

FP16

yolo_v3-onnx

Object Detection

onnx

FP16

yolo_v4-tf

Object Detection

tf

FP16

yolo_v4-tf

Object Detection

tf

FP16-INT8

yolo_v4-tf

Object Detection

tf

FP32

yolo_v4-tf2

Object Detection

tf2

FP16

yolo_v4-tf2

Object Detection

tf2

FP16-INT8

yolo_v5l

Object Detection

onnx

FP16

yolo_v5l

Object Detection

onnx

FP16-INT8

yolo_v5l

Object Detection

onnx

FP32

yolo_v5m

Object Detection

onnx

FP16

yolo_v5m

Object Detection

onnx

FP16-INT8

yolo_v5m

Object Detection

onnx

FP32

yolo_v5m-v6

Object Detection

onnx

FP16

yolo_v5m-v6

Object Detection

onnx

FP16-INT8

yolo_v5m-v6

Object Detection

onnx

FP32

yolo_v5s

Object Detection

onnx

FP16

yolo_v5s

Object Detection

onnx

FP16-INT8

yolo_v5s

Object Detection

onnx

FP32

yolo_v5s-v6

Object Detection

onnx

FP16

yolo_v5s-v6

Object Detection

onnx

FP16-INT8

yolo_v5s-v6

Object Detection

onnx

FP32

yolo_v5x

Object Detection

onnx

FP16

yolo_v5x

Object Detection

onnx

FP32

yolo_v8n

Object Detection

onnx

FP16

yolo_v8n

Object Detection

onnx

FP16-INT8

yolo_v8n

Object Detection

onnx

FP32

yolof

Object Detection

onnx

FP16

yolof

Object Detection

onnx

FP16-INT8

yolof

Object Detection

onnx

FP32

yolor_p6

Object Detection

onnx

FP16

yolor_p6

Object Detection

onnx

FP16-INT8

yolor_p6

Object Detection

onnx

FP32

yolo-v2-ava-0001

Object Detection

tf

FP16

yolo-v2-ava-0001

Object Detection

tf

FP16-INT8

yolo-v2-ava-0001

Object Detection

tf

FP32

yolo-v2-ava-sparse-70-0001

Object Detection

tf

FP16

yolo-v2-ava-sparse-70-0001

Object Detection

tf

FP16-INT8

yolo-v2-ava-sparse-70-0001

Object Detection

tf

FP32

yolov2-coco-9

Object Detection

onnx

FP16

yolov2-coco-9

Object Detection

onnx

FP32

yolo-v3-caffe

Object Detection

caffe

FP16

yolo-v3-caffe

Object Detection

caffe

FP32

yolo-v3-tf

Object Detection

tf

FP16

yolo-v3-tf

Object Detection

tf

FP32

yolov4

Object Detection

onnx

FP16

yolov4

Object Detection

onnx

FP32

zephyr-7b-beta

Large Language Model

pytorch

intel-optimum default

zfnet512-12

Image Classification

onnx

FP16

zfnet512-12

Image Classification

onnx

FP32

Marked cells indicate models that passed inference with no errors. Empty cells indicate models that were not tested. No failing runs producing an error have been recorded.

In the precision column, the “optimum-intel default” label corresponds to FP32 for small models and INT8 for models greater than 1B parameters.

The results as of June 17 2024, for OpenVINO version 2024.2.
The models come from different public model repositories, such as Pytorch Model Zoo and HuggingFace; they were executed on the designated hardware with OpenVINO either natively or as a backend.