neural_compressor.tensorflow.quantization.utils.quantize_graph

Tensorflow Graph Quantizers.

Subpackages

• neural_compressor.tensorflow.quantization.utils.quantize_graph.qat
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_layers
    • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_layers.optimize_layer
    • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_layers.quantize_layer_add
    • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_layers.quantize_layer_base
    • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_layers.quantize_layer_bn
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.fake_quantize
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_config
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_helper
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qat.quantize_wrapper
• neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_bn
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_concatv2
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_conv
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_deconv
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_in
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_matmul
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.fuse_qdq_pooling
  • neural_compressor.tensorflow.quantization.utils.quantize_graph.qdq.optimize_qdq

Submodules

• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_base
• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_bn
• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_concatv2
• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_conv
• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_for_intel_cpu
• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_matmul
• neural_compressor.tensorflow.quantization.utils.quantize_graph.quantize_graph_pooling