You can increase --s3-upload-concurrency and --s3-chunk-size but it will come at cost of RAM usage.
Be careful with --transfers here - as easily you can start using 10s of GB of RAM. With big files like you have I would actually lower --transfers and increase s3 params. Many --transfers help with small files.