diff --git a/examples/submit_gpu_job.py b/examples/submit_gpu_job.py
new file mode 100755
index 0000000..395843f
--- /dev/null
+++ b/examples/submit_gpu_job.py
@@ -0,0 +1,69 @@
+from pythonlsf import lsf
+
+
+def run_job(command):
+    """
+    Run a job...
+    """
+    submitreq = lsf.submit()
+    submitreq.command = command
+    #submitreq.options = 0
+    submitreq.options2 = 0
+
+    limits = []
+    for i in range(0, lsf.LSF_RLIM_NLIMITS):
+        limits.append(lsf.DEFAULT_RLIMIT)
+
+    submitreq.rLimits = limits
+ 
+    submitreq.beginTime = 0
+    submitreq.termTime = 0
+    submitreq.numProcessors = 1
+    submitreq.maxNumProcessors = 1
+
+    # below 2 lines section is for using -R rusage to request GPU
+    #submitreq.resReq = "rusage[ngpus_physical=2:gmodel=K80#12G:nvlink=yes]"
+    #submitreq.options = lsf.SUB_RES_REQ
+
+    # below section is for using -gpu to request GPU
+    submit_ext = lsf.submit_ext()
+    submitreq.options2 = lsf.SUB2_MODIFY_PEND_JOB
+    submitreq.options4 = lsf.SUB4_GPU_REQ 
+    gpuOpt = {}
+    gpuOpt[lsf.JDATA_EXT_GPU_NUM] = "2"
+    gpuOpt[lsf.JDATA_EXT_GPU_MODE] = "3"
+    #gpuOpt[lsf.JDATA_EXT_GPU_MPS_ENABLE] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_JOB_EXCLUSIVE] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_MODEL] = ""
+    #gpuOpt[lsf.JDATA_EXT_GPU_MEM] = ""
+    #gpuOpt[lsf.JDATA_EXT_GPU_TILE] = ""
+    #gpuOpt[lsf.JDATA_EXT_GPU_AFFBIND] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_BLOCK] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_GPACK] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_GVENDOR] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_RSRC_TYPE] = "0"
+    #gpuOpt[lsf.JDATA_EXT_GPU_GI_SLICE] = "-1"
+    #gpuOpt[lsf.JDATA_EXT_GPU_CI_SLICE] = "-1"
+
+    submit_ext.keys = lsf.new_intArray(len(gpuOpt))
+    submit_ext.values = lsf.new_stringArray(len(gpuOpt))
+    for i in range(len(gpuOpt)):
+        lsf.intArray_setitem(submit_ext.keys, i, gpuOpt.keys()[i])
+        lsf.stringArray_setitem(submit_ext.values, i, gpuOpt.values()[i])
+    submit_ext.num = len(gpuOpt)
+    submitreq.submitExt = submit_ext
+    print(submitreq.submitExt.num)
+
+    # submit the job request
+    submitreply = lsf.submitReply()
+
+    if lsf.lsb_init("test") > 0:
+        exit(1)
+
+    job_id = lsf.lsb_submit(submitreq, submitreply)
+    return job_id
+
+
+if __name__ == '__main__':
+    print("LSF Clustername is :", lsf.ls_getclustername())
+    print(run_job("/bin/sleep 10"))