Elasticsearch MaxRetryException: Retry timeout 00:01:00 was hit after retrying 0 times

Elastic Stack Elasticsearch
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I have notcised errors while posting messages to elasticsearch index

Looks like, it gets timeout, but interestingly, it tries 0 times, anyone have ideas..?
Elasticsearch version: 1.7.2

Elasticsearch.Net.Exceptions.MaxRetryException: Retry timeout 00:01:00 was hit after retrying 0 times: 'POST etoimik_failid/_bulk?refresh=true&consistency=one'.
InnerException: WebException, InnerMessage: The operation has timed out, InnerStackTrace: at System.Net.HttpWebRequest.GetResponse()
at Elasticsearch.Net.Connection.HttpConnection.DoSynchronousRequest(HttpWebRequest request, Byte[] data, IRequestConfiguration requestSpecificConfig) in c:\code\elasticsearch-net\src\Elasticsearch.Net\Connection\HttpConnection.cs:line 266 ---> System.Net.WebException: The operation has timed out
at System.Net.HttpWebRequest.GetResponse()
at Elasticsearch.Net.Connection.HttpConnection.DoSynchronousRequest(HttpWebRequest request, Byte[] data, IRequestConfiguration requestSpecificConfig) in c:\code\elasticsearch-net\src\Elasticsearch.Net\Connection\HttpConnection.cs:line 266
--- End of inner exception stack trace ---

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