6b106ab4ec9a1c0eb3e24ae590ce63f84022ad40,keras/backend/tensorflow_backend.py,,conv2d,#Any#Any#Any#Any#Any#Any#,3232

Before Change

    tf_data_format = _DATA_FORMAT_MAP[data_format]

    nhwc_roundtrip = not _has_nchw_support() and tf_data_format == "NCHW"

    if nhwc_roundtrip:
        tf_data_format = "NHWC"
        x = tf.transpose(x, (0, 2, 3, 1))  // NCHW -> NHWC

    padding = _preprocess_padding(padding)
    x = tf.nn.convolution(
        input=x,
        filter=kernel,

After Change

    if data_format not in {"channels_first", "channels_last"}:
        raise ValueError("Unknown data_format " + str(data_format))

    x, tf_data_format = _preprocess_conv2d_input(x, data_format)

    padding = _preprocess_padding(padding)
    x = tf.nn.convolution(
        input=x,

Instances