v1.0.0

Release 1.0.0

The initial release of the Model Zoo for Intel Architecture.

Benchmarking scripts

Benchmarking scripts for running inference on the follow Intel-optimized TensorFlow models are included in this release:

• Adversarial Networks
  • DCGAN (FP32)
• Classification
  • Wide and Deep (FP32)
• Content Creation
  • DRAW (FP32)
• Image Recognition
  • Inception ResNet V2 (FP32)
  • Inception V3 (Int8 and FP32)
  • MobileNet V1 (FP32)
  • ResNet101 (Int8 and FP32)
  • ResNet50 (Int8 and FP32)
  • SqueezeNet (FP32)
• Image Segmentation
  • 3D UNet (FP32)
  • Mask R-CNN (FP32)
• Object Detection
  • Fast R-CNN (FP32)
  • R-FCN (FP32)
  • SSD-MobileNet (FP32)
• Recommendation
  • NCF (FP32)
• Text-to-Speech
  • WaveNet (FP32)

All of the above FP32 scripts were tested using Intel-optimized TensorFlow v1.12.

Documents

The following documents are included in this release:

Best Practices

• Intel-Optimized TensorFlow Serving:
  • Installation Guide
  • General Best Practices

Tutorials by Use Case

• Intel-Optimized TensorFlow Serving:
  • Image Recognition (ResNet50 and InceptionV3)