Example #1
0
func main() {
	flag.Parse()

	if flag.NArg() != 1 && flag.NArg() != 2 {
		flag.Usage()
		os.Exit(1)
	}

	config := common.ReadConfigOrExit(flag.Arg(0))

	transitionSystem, ok := common.TransitionSystems[config.Parser.System]
	if !ok {
		log.Fatalf("Unknown transition system: %s", config.Parser.System)
	}

	blasImpl, ok := blasImpls[*blas]
	if !ok {
		log.Fatalf("Unknown blas implementation: %s", *blas)
	}

	labelNumberer := common.ReadTransitionsOrExit(config.Parser.Transitions, transitionSystem)
	parseNetwork := common.ReadModelOrExit(config.Parser.Model, blasImpl)

	var morphNetwork *network.Network
	if len(config.Parser.MorphModel) != 0 {
		morphNetwork = common.ReadModelOrExit(config.Parser.MorphModel, blasImpl)
	}

	ilas := common.ReadIlasOrExit(config.Parser.Inputs)
	normalizer := common.ReadNormalizerOrExit(config.Parser.Normalisation)

	layerEmbeddings := common.MustReadAllEmbeddings(config.Embeddings)

	realizer := input.NewInputVectorRealizer(ilas, layerEmbeddings, normalizer)

	var guide system.Guide
	if morphNetwork != nil {
		log.Print("Using morphology")
		guide = network.NewMorphGuide(parseNetwork, morphNetwork, *labelNumberer, realizer)
	} else {
		guide = network.NewGuide(parseNetwork, *labelNumberer, realizer)
	}
	parser := system.NewGreedyParser(transitionSystem, guide)

	if *cpuprofile != "" {
		f, err := os.Create(*cpuprofile)
		if err != nil {
			log.Fatal(err)
		}
		pprof.StartCPUProfile(f)
		defer pprof.StopCPUProfile()
	}

	start := time.Now()
	run(parser)
	elapsed := time.Since(start)
	log.Printf("Parsing took %s", elapsed)
}
Example #2
0
func main() {
	flag.Parse()

	if flag.NArg() != 3 {
		flag.Usage()
		os.Exit(1)
	}

	config := common.ReadConfigOrExit(flag.Arg(0))

	if !config.Embeddings.Word.NormalizeInput {
		log.Println("Token layer inputs will not be normalized")
	}

	if !config.Embeddings.Tag.NormalizeInput {
		log.Println("Tag layer inputs will not be normalized")
	}

	if !config.Embeddings.DepRel.NormalizeInput {
		log.Println("Dependency layer inputs will not be normalized")
	}

	if !config.Embeddings.Feature.NormalizeInput {
		log.Println("Feature layer inputs will not be normalized")
	}

	if !config.Embeddings.Char.NormalizeInput {
		log.Println("Character layer inputs will not be normalized")
	}

	var normalizer *input.Normalizer

	normFilename := config.Parser.Normalisation
	if fileExists(normFilename) {
		log.Printf("Read normalization parameters from %s", normFilename)
		normalizer = common.ReadNormalizerOrExit(normFilename)
	} else {
		log.Print("Extracting normalization parameters from data")
		acc := input.NewAccumulator(normLayers(config), func() normalization.Accumulator { return normalization.NewVarianceAccumulator() })
		err := extractParameters(flag.Arg(1), acc)
		common.ExitIfError("Error extracting normalizer parameters: ", err)

		normalizer = acc.Normalizer()
		err = writeNormalizer(normFilename, normalizer)
		common.ExitIfError("Error writing normalizer parameters: ", err)
	}

	log.Printf("Normalizing data from %s and writing to %s", flag.Arg(1), flag.Arg(2))
	normalizeData(normalizer, flag.Arg(1), flag.Arg(2))
}