// -----

// Tests that basic convolution is properly quantized. It is per-channel
// quantized unless `enable-per-channel-quantized-weight=false`, according to
// `_quantization_method` with an `input_quantized_types` and explicit
// `dimension_specs`.

module attributes {tf_saved_model.semantics} {

        expected_message_maybe_ascii=r"""
        results {
          quantizable_unit { name: "composite_conv_fn_1" }
          method {
            weight_only_ptq {
              input_quantized_types {
                key: 1
                value { dimension_specs {} }
              }
            }
          }
        }
        """,
        message=results,
    )