diff --git a/examples/benchmarks/TFT/README.md b/examples/benchmarks/TFT/README.md
new file mode 100644
index 000000000..03d45e087
--- /dev/null
+++ b/examples/benchmarks/TFT/README.md
@@ -0,0 +1,10 @@
+# Temporal Fusion Transformers Benchmark
+## Source
+https://github.com/google-research/google-research/tree/master/tft
+
+## Run the Workflow
+Users can follow the ``workflow_by_code_tft.py`` to run the benchmark.
+
+### Notes
+1. The model must run in GPU, or an error will be raised.
+2. New datasets should be registered in ``data_formatters``, for detail please visit the source.
\ No newline at end of file
diff --git a/examples/benchmarks/TFT/requirements.txt b/examples/benchmarks/TFT/requirements.txt
new file mode 100644
index 000000000..04234aaed
--- /dev/null
+++ b/examples/benchmarks/TFT/requirements.txt
@@ -0,0 +1,3 @@
+tensorflow-gpu==1.15.0
+numpy == 1.19.4
+pandas==1.1.0
\ No newline at end of file