ModelZoo Status (branch=master) - pluradj/onnx-tensorflow GitHub Wiki

Report generated at 2020-12-10T16:50:14Z via GitHub Actions (413376653).

Environment

Package	Version
Platform	Linux-5.4.0-1031-azure-x86_64-with-debian-buster-sid
Python	3.6.12 (default, Oct 28 2020, 13:48:18) [GCC 7.5.0]
onnx	1.7.0
onnx-tf	1.7.0 (9a5801b)
tensorflow	2.3.1

Summary

Value	Count
Models	35
Total	117
:heavy_check_mark: Passed	115
:warning: Limitation	2
:x: Failed	0
:heavy_minus_sign: Skipped	0

Details

1. bert-squad

text/machine_comprehension/bert-squad

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. bertsquad-10.onnx	416M	5	10	:ok:	:ok:
:heavy_check_mark:	2. bertsquad-8.onnx	416M	5	8	:ok:	:ok:

2. bidirectional_attention_flow

text/machine_comprehension/bidirectional_attention_flow

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:warning:	1. bidaf-9.onnx	42M	4	9	:ok:	BackendIsNotSupposedToImplementIt: CategoryMapper is not implemented.

3. gpt-2

text/machine_comprehension/gpt-2

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. gpt2-10.onnx	523M	6	10	:ok:	:ok:
:heavy_check_mark:	2. gpt2-lm-head-10.onnx	634M	6	10	:ok:	:ok:

4. roberta

text/machine_comprehension/roberta

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. roberta-base-11.onnx	476M	6	11	:ok:	:ok:
:heavy_check_mark:	2. roberta-sequence-classification-9.onnx	476M	6	9	:ok:	:ok:

5. t5

text/machine_comprehension/t5

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. t5-decoder-with-lm-head-12.onnx	620M	6	12	:ok:	:ok:
:heavy_check_mark:	2. t5-encoder-12.onnx	418M	6	12	:ok:	:ok:

6. arcface

vision/body_analysis/arcface

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. arcfaceresnet100-8.onnx	249M	3	8	:ok:	:ok:

7. emotion_ferplus

vision/body_analysis/emotion_ferplus

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. emotion-ferplus-2.onnx	33M	3	2	:ok:	:ok:
:heavy_check_mark:	2. emotion-ferplus-7.onnx	33M	3	7	:ok:	:ok:
:heavy_check_mark:	3. emotion-ferplus-8.onnx	33M	3	8	:ok:	:ok:

8. alexnet

vision/classification/alexnet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. bvlcalexnet-3.onnx	233M	3	3	:ok:	:ok:
:heavy_check_mark:	2. bvlcalexnet-6.onnx	233M	3	6	:ok:	:ok:
:heavy_check_mark:	3. bvlcalexnet-7.onnx	233M	3	7	:ok:	:ok:
:heavy_check_mark:	4. bvlcalexnet-8.onnx	233M	3	8	:ok:	:ok:
:heavy_check_mark:	5. bvlcalexnet-9.onnx	233M	3	9	:ok:	:ok:

9. caffenet

vision/classification/caffenet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. caffenet-3.onnx	233M	3	6	:ok:	:ok:
:heavy_check_mark:	2. caffenet-6.onnx	233M	3	3	:ok:	:ok:
:heavy_check_mark:	3. caffenet-7.onnx	233M	3	7	:ok:	:ok:
:heavy_check_mark:	4. caffenet-8.onnx	233M	3	8	:ok:	:ok:
:heavy_check_mark:	5. caffenet-9.onnx	233M	3	9	:ok:	:ok:

10. densenet-121

vision/classification/densenet-121

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. densenet-3.onnx	31M	3	3	:ok:	:ok:
:heavy_check_mark:	2. densenet-6.onnx	31M	3	9	:ok:	:ok:
:heavy_check_mark:	3. densenet-7.onnx	31M	3	7	:ok:	:ok:
:heavy_check_mark:	4. densenet-8.onnx	31M	3	8	:ok:	:ok:
:heavy_check_mark:	5. densenet-9.onnx	31M	3	9	:ok:	:ok:

11. efficientnet-lite4

vision/classification/efficientnet-lite4

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. efficientnet-lite4-11.onnx	50M	6	11	:ok:	:ok:

12. googlenet

vision/classification/inception_and_googlenet/googlenet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. googlenet-3.onnx	27M	3	7	:ok:	:ok:
:heavy_check_mark:	2. googlenet-6.onnx	27M	3	9	:ok:	:ok:
:heavy_check_mark:	3. googlenet-7.onnx	27M	3	7	:ok:	:ok:
:heavy_check_mark:	4. googlenet-8.onnx	27M	3	8	:ok:	:ok:
:heavy_check_mark:	5. googlenet-9.onnx	27M	3	9	:ok:	:ok:

13. inception_v1

vision/classification/inception_and_googlenet/inception_v1

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. inception-v1-3.onnx	27M	3	3	:ok:	:ok:
:heavy_check_mark:	2. inception-v1-6.onnx	27M	3	6	:ok:	:ok:
:heavy_check_mark:	3. inception-v1-7.onnx	27M	3	7	:ok:	:ok:
:heavy_check_mark:	4. inception-v1-8.onnx	27M	3	8	:ok:	:ok:
:heavy_check_mark:	5. inception-v1-9.onnx	27M	3	9	:ok:	:ok:

14. inception_v2

vision/classification/inception_and_googlenet/inception_v2

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. inception-v2-3.onnx	43M	3	3	:ok:	:ok:
:heavy_check_mark:	2. inception-v2-6.onnx	43M	3	6	:ok:	:ok:
:heavy_check_mark:	3. inception-v2-7.onnx	43M	3	7	:ok:	:ok:
:heavy_check_mark:	4. inception-v2-8.onnx	43M	3	8	:ok:	:ok:
:heavy_check_mark:	5. inception-v2-9.onnx	43M	3	9	:ok:	:ok:

15. mnist

vision/classification/mnist

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. mnist-1.onnx	27K	3	1	:ok:	:ok:
:heavy_check_mark:	2. mnist-7.onnx	26K	3	7	:ok:	:ok:
:heavy_check_mark:	3. mnist-8.onnx	26K	3	8	:ok:	:ok:

16. mobilenet

vision/classification/mobilenet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. mobilenetv2-7.onnx	14M	3	7	:ok:	:ok:

17. rcnn_ilsvrc13

vision/classification/rcnn_ilsvrc13

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. rcnn-ilsvrc13-3.onnx	220M	3	3	:ok:	:ok:
:heavy_check_mark:	2. rcnn-ilsvrc13-6.onnx	220M	3	6	:ok:	:ok:
:heavy_check_mark:	3. rcnn-ilsvrc13-7.onnx	220M	3	7	:ok:	:ok:
:heavy_check_mark:	4. rcnn-ilsvrc13-8.onnx	220M	3	8	:ok:	:ok:
:heavy_check_mark:	5. rcnn-ilsvrc13-9.onnx	220M	3	9	:ok:	:ok:

18. resnet

vision/classification/resnet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. resnet101-v1-7.onnx	171M	3	8	:ok:	:ok:
:heavy_check_mark:	2. resnet101-v2-7.onnx	170M	3	7	:ok:	:ok:
:heavy_check_mark:	3. resnet152-v1-7.onnx	231M	3	8	:ok:	:ok:
:heavy_check_mark:	4. resnet152-v2-7.onnx	230M	3	7	:ok:	:ok:
:heavy_check_mark:	5. resnet18-v1-7.onnx	45M	3	8	:ok:	:ok:
:heavy_check_mark:	6. resnet18-v2-7.onnx	45M	3	7	:ok:	:ok:
:heavy_check_mark:	7. resnet34-v1-7.onnx	83M	3	8	:ok:	:ok:
:heavy_check_mark:	8. resnet34-v2-7.onnx	83M	3	7	:ok:	:ok:
:heavy_check_mark:	9. resnet50-caffe2-v1-3.onnx	98M	3	3	:ok:	:ok:
:heavy_check_mark:	10. resnet50-caffe2-v1-6.onnx	98M	3	6	:ok:	:ok:
:heavy_check_mark:	11. resnet50-caffe2-v1-7.onnx	98M	3	7	:ok:	:ok:
:heavy_check_mark:	12. resnet50-caffe2-v1-8.onnx	98M	3	8	:ok:	:ok:
:heavy_check_mark:	13. resnet50-caffe2-v1-9.onnx	98M	3	9	:ok:	:ok:
:heavy_check_mark:	14. resnet50-v1-7.onnx	98M	3	8	:ok:	:ok:
:heavy_check_mark:	15. resnet50-v2-7.onnx	98M	3	7	:ok:	:ok:

19. shufflenet

vision/classification/shufflenet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. shufflenet-3.onnx	5M	3	3	:ok:	:ok:
:heavy_check_mark:	2. shufflenet-6.onnx	5M	3	8	:ok:	:ok:
:heavy_check_mark:	3. shufflenet-7.onnx	5M	3	7	:ok:	:ok:
:heavy_check_mark:	4. shufflenet-8.onnx	5M	3	6	:ok:	:ok:
:heavy_check_mark:	5. shufflenet-9.onnx	5M	3	9	:ok:	:ok:
:heavy_check_mark:	6. shufflenet-v2-10.onnx	9M	6	10	:ok:	:ok:

20. squeezenet

vision/classification/squeezenet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. squeezenet1.0-3.onnx	5M	3	3	:ok:	:ok:
:heavy_check_mark:	2. squeezenet1.0-6.onnx	5M	3	6	:ok:	:ok:
:heavy_check_mark:	3. squeezenet1.0-7.onnx	5M	3	7	:ok:	:ok:
:heavy_check_mark:	4. squeezenet1.0-8.onnx	5M	3	8	:ok:	:ok:
:heavy_check_mark:	5. squeezenet1.0-9.onnx	5M	3	9	:ok:	:ok:
:heavy_check_mark:	6. squeezenet1.1-7.onnx	5M	3	7	:ok:	:ok:

21. vgg

vision/classification/vgg

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. vgg16-7.onnx	528M	3	8	:ok:	:ok:
:heavy_check_mark:	2. vgg16-bn-7.onnx	528M	3	8	:ok:	:ok:
:heavy_check_mark:	3. vgg19-7.onnx	548M	3	8	:ok:	:ok:
:heavy_check_mark:	4. vgg19-bn-7.onnx	548M	3	8	:ok:	:ok:
:heavy_check_mark:	5. vgg19-caffe2-3.onnx	548M	3	3	:ok:	:ok:
:heavy_check_mark:	6. vgg19-caffe2-6.onnx	548M	3	6	:ok:	:ok:
:heavy_check_mark:	7. vgg19-caffe2-7.onnx	548M	3	7	:ok:	:ok:
:heavy_check_mark:	8. vgg19-caffe2-8.onnx	548M	3	8	:ok:	:ok:
:heavy_check_mark:	9. vgg19-caffe2-9.onnx	548M	3	9	:ok:	:ok:

22. zfnet-512

vision/classification/zfnet-512

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. zfnet512-3.onnx	333M	3	3	:ok:	:ok:
:heavy_check_mark:	2. zfnet512-6.onnx	333M	3	6	:ok:	:ok:
:heavy_check_mark:	3. zfnet512-7.onnx	333M	3	7	:ok:	:ok:
:heavy_check_mark:	4. zfnet512-8.onnx	333M	3	8	:ok:	:ok:
:heavy_check_mark:	5. zfnet512-9.onnx	333M	3	9	:ok:	:ok:

23. duc

vision/object_detection_segmentation/duc

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. ResNet101-DUC-7.onnx	249M	3	7	:ok:	:ok:

24. faster-rcnn

vision/object_detection_segmentation/faster-rcnn

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. FasterRCNN-10.onnx	160M	4	10	:ok:	:ok:

25. mask-rcnn

vision/object_detection_segmentation/mask-rcnn

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. MaskRCNN-10.onnx	170M	4	10	:ok:	:ok:

26. retinanet

vision/object_detection_segmentation/retinanet

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. retinanet-9.onnx	218M	6	9	:ok:	:ok:

27. ssd

vision/object_detection_segmentation/ssd

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. ssd-10.onnx	77M	4	10	:ok:	:ok:

28. ssd-mobilenetv1

vision/object_detection_segmentation/ssd-mobilenetv1

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. ssd_mobilenet_v1_10.onnx	28M	5	10	:ok:	:ok:

29. tiny-yolov2

vision/object_detection_segmentation/tiny-yolov2

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. tinyyolov2-7.onnx	61M	5	7	:ok:	:ok:
:heavy_check_mark:	2. tinyyolov2-8.onnx	61M	5	8	:ok:	:ok:

30. tiny-yolov3

vision/object_detection_segmentation/tiny-yolov3

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. tiny-yolov3-11.onnx	34M	6	11	:ok:	:ok:

31. yolov2-coco

vision/object_detection_segmentation/yolov2-coco

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. yolov2-coco-9.onnx	195M	4	9	:ok:	:ok:

32. yolov3

vision/object_detection_segmentation/yolov3

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. yolov3-10.onnx	236M	5	10	:ok:	:ok:

33. yolov4

vision/object_detection_segmentation/yolov4

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:warning:	1. yolov4.onnx	246M	6	11	:ok:	OpUnsupportedException: Resize coordinate_transformation_mode=half_pixel and mode=nearest is not supported in Tensorflow.

34. fast_neural_style

vision/style_transfer/fast_neural_style

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. candy-8.onnx	6M	4	8	:ok:	:ok:
:heavy_check_mark:	2. candy-9.onnx	6M	4	9	:ok:	:ok:
:heavy_check_mark:	3. mosaic-8.onnx	6M	4	8	:ok:	:ok:
:heavy_check_mark:	4. mosaic-9.onnx	6M	4	9	:ok:	:ok:
:heavy_check_mark:	5. pointilism-8.onnx	6M	4	8	:ok:	:ok:
:heavy_check_mark:	6. pointilism-9.onnx	6M	4	9	:ok:	:ok:
:heavy_check_mark:	7. rain-princess-8.onnx	6M	4	8	:ok:	:ok:
:heavy_check_mark:	8. rain-princess-9.onnx	6M	4	9	:ok:	:ok:
:heavy_check_mark:	9. udnie-8.onnx	6M	4	8	:ok:	:ok:
:heavy_check_mark:	10. udnie-9.onnx	6M	4	9	:ok:	:ok:

35. sub_pixel_cnn_2016

vision/super_resolution/sub_pixel_cnn_2016

Status	Model	Size	IR	Opset	ONNX Checker	ONNX-TF Converted
:heavy_check_mark:	1. super-resolution-10.onnx	234K	4	10	:ok:	:ok: