intel tensorflow 1.15.0up3 testing

[yangw1234]

• [ ] bf16 verification
• [x] make sure oneDNN ops can be turned off
• [ ] inception v1 example
• [x] other examples, ut
• [ ] wnd memory leak problem

[yangw1234]

@sgwhat

[sgwhat]

@sgwhat

Roger that

[sgwhat]

In the tf2/resnet training data part, we'd better change the URL of instruction. The original tensorflow/model repository's slim bazel BUILD file is broken and not working, this repository updated BUILD and it works . @yangw1234

[yangw1234]

In the tf2/resnet training data part, we'd better change the URL of instruction. The original tensorflow/model repository's slim bazel BUILD file is broken and not working, this repository updated BUILD and it works . @yangw1234

Let's use dummpy data first

[sgwhat]

• [ ] bf16 verification
• [x] make sure oneDNN ops can be turned off
• [x] inception v1 example
• [x] other examples, ut
• [x] wnd memory leak problem

[sgwhat]

Continue adding more results of other examples

• v1.15.0up3 Tensorflow

Task Name	Loss	Top1Accuracy	Running Time(s)
Inception v1(Part)	5.744978	0.0025575447	1258.7487390041351
Basic_text_classification	4.087298393249512	0.8654000163078308	151.16134071350098
Transfer_learning	2.854679584503174	0.9340000152587891	355.7099766731262
Image_segmentation	0.07223675400018692	N/A	269.35604453086853
Keras_dataset	0.114413782954216	0.9639999866485596	32.79020833969116
Keras_ndarray	0.09849555790424347	0.9689000248908997	55.92670226097107

• v1.15.0up3 Disable MKL-DNN Tensorflow

Task Name	Loss	Top1Accuracy	Running Time(s)
Inception v1(Part)	4.9309444	0.0051150895	1634.7301709651947
Basic_text_classification	4.24573278427124	0.8626999855041504	148.5364646911621
Transfer_learning	2.6535277366638184	0.9449999928474426	446.9547288417816
Image_segmentation	0.07158134132623672	N/A	480.3870759010315
Keras_dataset	0.0991317480802536	0.9692000150680542	34.12212657928467
Keras_ndarray	0.09951204806566238	0.9718000292778015	58.7927188873291

• Original Version

Task Name	Loss	Top1Accuracy	Running Time(s)
Inception V1(Part)	5.7137446	0.0076726344	1312.0718114376068
Basic_Text_Classification	4.267351150512695	0.8640000224113464	171.9112410545349
Transfer_Learning	2.574239730834961	0.9629999995231628	475.75219345092773
Image_segmentation	0.07637828588485718	N/A	305.888587474823
Keras_dataset	0.1009390577673912	0.9696999788284302	34.34745478630066
Keras_ndarray	0.09711404144763947	0.9707000255584717	60.50141477584839

• Performance(Speed) Comparison

Task Name	Original Version Running Time(s)	v1.15.0up3 Running Time(s)	v1.15.0up3 Disable MKL-DNN Running Time(s)	Speed Up (v1.15.0up3&Original)
Inception V1(Part)	1312.0718114376068	1258.7487390041351	1634.7301709651947	4.06%
Basic_Text_Classification	171.9112410545349	151.16134071350098	148.5364646911621	12.07%
Transfer_Learning	475.75219345092773	355.7099766731262	446.9547288417816	25.23%
Image_segmentation	305.888587474823	269.35604453086853	480.3870759010315	11.94%
Keras_dataset	34.34745478630066	32.79020833969116	34.12212657928467	4.53%
Keras_ndarray	60.50141477584839	55.92670226097107	58.7927188873291	7.56%

• Performance(Accuracy) Comparison

Task Name	Original Version Running Time(s)	v1.15.0up3 Running Time(s)	v1.15.0up3 Disable MKL-DNN Running Time(s)	Optimization (v1.15.0up3&Original)
Inception V1(Part)	0.0076726344	0.0025575447	0.0051150895
Basic_Text_Classification	0.8640000224113464	0.8654000163078308	0.8626999855041504
Transfer_Learning	0.9629999995231628	0.9340000152587891	0.9449999928474426
Image_segmentation	N/A	N/A	N/A	N/A
Keras_dataset	0.9696999788284302	0.9639999866485596	0.9692000150680542
Keras_ndarray	0.09711404144763947	0.9689000248908997	0.9718000292778015