neural_compressor.tensorflow.quantization.utils

Subpackages

• neural_compressor.tensorflow.quantization.utils.quantize_graph
  • 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.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
  • 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
• neural_compressor.tensorflow.quantization.utils.transform_graph
  • neural_compressor.tensorflow.quantization.utils.transform_graph.bias_correction
  • neural_compressor.tensorflow.quantization.utils.transform_graph.graph_transform_base
  • neural_compressor.tensorflow.quantization.utils.transform_graph.insert_logging
  • neural_compressor.tensorflow.quantization.utils.transform_graph.rerange_quantized_concat

Submodules

• neural_compressor.tensorflow.quantization.utils.graph_converter
• neural_compressor.tensorflow.quantization.utils.graph_converter_without_calib
• neural_compressor.tensorflow.quantization.utils.graph_util
• neural_compressor.tensorflow.quantization.utils.quantize_graph_common
• neural_compressor.tensorflow.quantization.utils.utility