
org.deeplearning4j.ui.weights.WeightResource Maven / Gradle / Ivy
/*
*
* * Copyright 2015 Skymind,Inc.
* *
* * Licensed under the Apache License, Version 2.0 (the "License");
* * you may not use this file except in compliance with the License.
* * You may obtain a copy of the License at
* *
* * http://www.apache.org/licenses/LICENSE-2.0
* *
* * Unless required by applicable law or agreed to in writing, software
* * distributed under the License is distributed on an "AS IS" BASIS,
* * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* * See the License for the specific language governing permissions and
* * limitations under the License.
*
*/
package org.deeplearning4j.ui.weights;
import com.codahale.metrics.annotation.ExceptionMetered;
import io.dropwizard.views.View;
import org.deeplearning4j.nn.api.Model;
import org.deeplearning4j.nn.gradient.Gradient;
import org.deeplearning4j.ui.storage.HistoryStorage;
import org.deeplearning4j.ui.storage.SessionStorage;
import org.deeplearning4j.ui.storage.def.ObjectType;
import org.deeplearning4j.ui.weights.beans.CompactModelAndGradient;
import javax.ws.rs.*;
import javax.ws.rs.core.MediaType;
import javax.ws.rs.core.Response;
import java.util.Collections;
import java.util.HashMap;
import java.util.concurrent.locks.ReentrantReadWriteLock;
/**
* Weight renderings
*
*
* @author Adam Gibson
*/
@Path("/weights")
public class WeightResource {
String path = "weights";
private SessionStorage storage = SessionStorage.getInstance();
@GET
@Path("/updated")
@Produces(MediaType.APPLICATION_JSON)
public Response updated(@QueryParam("sid") String sessionId) {
CompactModelAndGradient model = (CompactModelAndGradient) storage.getObject(sessionId, ObjectType.HISTOGRAM);
if (model == null) {
return Response.noContent().build();
} else return Response.ok(Collections.singletonMap("status",true)).build();
}
@GET
@Path("/data")
@Produces(MediaType.APPLICATION_JSON)
public Response data(@QueryParam("sid") String sessionId) {
//initialized with empty data
CompactModelAndGradient model = (CompactModelAndGradient) storage.getObject(sessionId, ObjectType.HISTOGRAM);
if (model == null) {
//initialize with empty
return Response.ok(new HashMap<>()).build();
}
return Response.ok(model).build();
}
@POST
@Path("/update")
@Consumes(MediaType.APPLICATION_JSON)
@Produces(MediaType.APPLICATION_JSON)
@ExceptionMetered
public Response update(CompactModelAndGradient modelAndGrad, @PathParam("path") String path, @QueryParam("sid") String sessionId) {
storage.putObject(sessionId, ObjectType.HISTOGRAM, modelAndGrad);
return Response.ok(Collections.singletonMap("status","ok")).build();
}
}
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