diff --git a/sdk/basic_offload.py b/sdk/basic_offload.py
index d3cb9de..0fd8c45 100644
--- a/sdk/basic_offload.py
+++ b/sdk/basic_offload.py
@@ -33,6 +33,8 @@ async def main():
         "cpu": 1,
         "memory": 256
       },
+      use_gpu=True,
+      gpu_count=1
     )
 
   await meca_api.join()
diff --git a/sdk/py/meca_api.py b/sdk/py/meca_api.py
index 2c3e364..d95420d 100644
--- a/sdk/py/meca_api.py
+++ b/sdk/py/meca_api.py
@@ -50,13 +50,17 @@ async def offload_task(
     data: str,
     callback: Callable[[str], None],
     resource: dict = None,
-    runtime: str = None
+    runtime: str = None,
+    use_gpu: bool = False,
+    gpu_count: int = 0,
   ) -> str:
   print('Offloading task...', container_ref, data)
   payload = {
     'task_id': task_id,
     'container_reference': container_ref,
-    'content': data
+    'content': data,
+    'use_gpu': use_gpu,
+    'gpu_count': gpu_count,
   }
   if resource:
     payload['resource'] = resource
diff --git a/src/worker_renderer/executor_api.js b/src/worker_renderer/executor_api.js
index 8c12037..9fca8f4 100644
--- a/src/worker_renderer/executor_api.js
+++ b/src/worker_renderer/executor_api.js
@@ -1,7 +1,14 @@
 const TASK_EXECUTOR_URL =
   process.env.TASK_EXECUTOR_URL || 'http://localhost:2591';
 
-async function postTaskExecution(containerRef, input, resource, runtime) {
+async function postTaskExecution(
+  containerRef,
+  input,
+  resource,
+  runtime,
+  useGpu,
+  gpuCount
+) {
   const requestOptions = {
     method: 'POST',
     headers: { 'Content-Type': 'application/json' },
@@ -10,6 +17,8 @@ async function postTaskExecution(containerRef, input, resource, runtime) {
       input,
       resource,
       runtime,
+      useGpu,
+      gpuCount,
     }),
   };
   const msg = await fetch(TASK_EXECUTOR_URL, requestOptions)
@@ -28,4 +37,4 @@ async function postTaskExecution(containerRef, input, resource, runtime) {
   return msg;
 }
 
-module.exports.postTaskExecution = postTaskExecution;
+module.exports = { postTaskExecution };
diff --git a/src/worker_renderer/schema.proto b/src/worker_renderer/schema.proto
index 73cded7..6b3e85a 100644
--- a/src/worker_renderer/schema.proto
+++ b/src/worker_renderer/schema.proto
@@ -11,6 +11,8 @@ message Task {
   string content = 3;
   Resource resource = 4;
   string runtime = 5;
+  bool useGpu = 6;
+  int32 gpuCount = 7;
 }
 
 message TaskResult {
diff --git a/src/worker_renderer/task_consumer.js b/src/worker_renderer/task_consumer.js
index e59842d..64cbcf5 100644
--- a/src/worker_renderer/task_consumer.js
+++ b/src/worker_renderer/task_consumer.js
@@ -3,44 +3,10 @@ import Channels from '../common/channels.js';
 const log = require('electron-log/renderer');
 const amqp = require('amqplib');
 const { ipcRenderer } = require('electron');
-const protobuf = require('protobufjs');
-const { struct } = require('pb-util');
-const { postTaskExecution } = require('./executor_api');
+const task_processor = require('./task_processor');
 
 const MQ_URL = process.env.MQ_URL || 'amqp://localhost:5672';
 
-const Task = protobuf
-  .loadSync('src/worker_renderer/schema.proto')
-  .lookupType('Task');
-
-const TaskResult = protobuf
-  .loadSync('src/worker_renderer/schema.proto')
-  .lookupType('TaskResult');
-
-const parseTaskFromProto = (content) => {
-  let task;
-  try {
-    task = Task.decode(content);
-  } catch (err) {
-    console.log(' [con] Got decode error: %s', err.toString());
-    log.info(' [con] Got decode error: %s', err.toString());
-    return { id: '', content: err.toString() };
-  }
-
-  const typeError = Task.verify(task);
-
-  if (typeError) {
-    console.log(' [con] Got type error: %s', typeError.toString());
-    let id = '';
-    if ('id' in task) id = task.id;
-    return { id, content: typeError.toString() };
-  }
-  console.log(` [con] Received: ${JSON.stringify(task)}`);
-  log.info(` [con] Received: ${JSON.stringify(task)}`);
-
-  return task;
-};
-
 class Consumer {
   static openQueues = {};
 
@@ -69,10 +35,9 @@ class Consumer {
       channel.consume(queueName, async (msg) => {
         channel.ack(msg);
         const { correlationId } = msg.properties;
-        const resultObject = await this.handleMsgContent(msg.content);
-        const serializedResult = TaskResult.encode(
-          TaskResult.fromObject(resultObject)
-        ).finish();
+        const serializedResult = await task_processor.handleMsgContent(
+          msg.content
+        );
 
         channel.sendToQueue(
           msg.properties.replyTo,
@@ -99,50 +64,6 @@ class Consumer {
 
       delete Consumer.openQueues[queueName];
     };
-
-    this.handleMsgContent = async function handleMsgContent(content) {
-      const transactionStartDatetime = Math.floor(new Date().getTime() / 1000);
-
-      const task = parseTaskFromProto(content);
-      ipcRenderer.send(
-        Channels.JOB_RECEIVED,
-        task.id,
-        task.containerRef,
-        task.content
-        // task.resource,
-        // task.runtime
-      );
-
-      let result = '';
-      result = await postTaskExecution(
-        task.containerRef,
-        task.content,
-        task.resource,
-        task.runtime
-      );
-
-      if (task.resource == null) {
-        task.resource = { "cpu": 1, "memory": 128 };
-      }
-      console.log(` [con] Resource consumed: ${task.resource}`);
-      log.info(` [con] Resource consumed: ${task.resource}`);
-
-      const transactionEndDatetime = Math.floor(new Date().getTime() / 1000);
-      const duration = transactionEndDatetime - transactionStartDatetime;
-      const reply = {
-        id: task.id,
-        content: result,
-        resource: task.resource,
-        transactionStartDatetime,
-        transactionEndDatetime,
-        duration,
-      };
-
-      console.log(` [con] Result: ${JSON.stringify(reply)}`);
-      log.info(` [con] Result: ${JSON.stringify(reply)}`);
-
-      return reply;
-    };
   }
 }
 
diff --git a/src/worker_renderer/task_processor.js b/src/worker_renderer/task_processor.js
new file mode 100644
index 0000000..f7e1296
--- /dev/null
+++ b/src/worker_renderer/task_processor.js
@@ -0,0 +1,77 @@
+const log = require('electron-log/renderer');
+const protobuf = require('protobufjs');
+const executor_api = require('./executor_api');
+
+const Task = protobuf
+  .loadSync('src/worker_renderer/schema.proto')
+  .lookupType('Task');
+
+const TaskResult = protobuf
+  .loadSync('src/worker_renderer/schema.proto')
+  .lookupType('TaskResult');
+
+function parseTaskFromProto(content) {
+  let task;
+  try {
+    task = Task.decode(content);
+  } catch (err) {
+    console.log(' [con] Got decode error: %s', err.toString());
+    log.info(' [con] Got decode error: %s', err.toString());
+    return { id: '', content: err.toString() };
+  }
+
+  const typeError = Task.verify(task);
+
+  if (typeError) {
+    console.log(' [con] Got type error: %s', typeError.toString());
+    let id = '';
+    if ('id' in task) id = task.id;
+    return { id, content: typeError.toString() };
+  }
+  console.log(` [con] Received: ${JSON.stringify(task)}`);
+  log.info(` [con] Received: ${JSON.stringify(task)}`);
+
+  return task;
+}
+
+async function handleMsgContent(content) {
+  const transactionStartDatetime = Math.floor(new Date().getTime() / 1000);
+
+  const task = parseTaskFromProto(content);
+
+  let result = '';
+  result = await executor_api.postTaskExecution(
+    task.containerRef,
+    task.content,
+    task.resource,
+    task.runtime,
+    task.useGpu,
+    task.gpuCount
+  );
+
+  if (task.resource == null) {
+    task.resource = { cpu: 1, memory: 128 };
+  }
+  console.log(` [con] Resource consumed: ${task.resource}`);
+  log.info(` [con] Resource consumed: ${task.resource}`);
+
+  const transactionEndDatetime = Math.floor(new Date().getTime() / 1000);
+  const duration = transactionEndDatetime - transactionStartDatetime;
+  const reply = {
+    id: task.id,
+    content: result,
+    resource: task.resource,
+    transactionStartDatetime,
+    transactionEndDatetime,
+    duration,
+  };
+
+  console.log(` [con] Result: ${JSON.stringify(reply)}`);
+  log.info(` [con] Result: ${JSON.stringify(reply)}`);
+
+  return TaskResult.encode(TaskResult.fromObject(reply)).finish();
+}
+
+module.exports = {
+  handleMsgContent,
+};
diff --git a/task_executor/conf/conf.yaml b/task_executor/conf/conf.yaml
new file mode 100644
index 0000000..643e66b
--- /dev/null
+++ b/task_executor/conf/conf.yaml
@@ -0,0 +1,6 @@
+# now only support docker
+type: "docker"
+# timeout in minutes
+timeout: 10
+cpu: 8
+mem: 8192