diff --git a/.gitignore b/.gitignore
index ea8c4bf..48eead9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,3 @@
 /target
+*.data
+*.svg
\ No newline at end of file
diff --git a/Makefile b/Makefile
index a31c5c4..2903e9d 100644
--- a/Makefile
+++ b/Makefile
@@ -13,10 +13,6 @@ $(TARGET):
 	@cargo b --release
 	@cp ./target/release/$(TARGET) $(TARGET)
 
-# swagger:
-# 	$(info ===>  GENERATE swagger)
-# 	@go run github.com/swaggo/swag/cmd/swag init -d ./internal/api,./internal/util -g api.go -o ./api
-# 	@mv ./api/docs.go ./internal/api/docs.go
 install:
 	$(info ===>  INSTALL)
 	@cargo install cargo-asm
@@ -29,6 +25,7 @@ clean:
 	$(info ===>  CLEAN)
 	@cargo clean
 	@rm -f $(TARGET)
+	@rm -f *.data *svg *.data.old
 
 test:
 	$(info ===>  TESTING)
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..8a98bdf
--- /dev/null
+++ b/README.md
@@ -0,0 +1,130 @@
+# BandwidthBenchmark in Rust
+
+Implementation of [TheBandwidthBenchmark](https://github.com/RRZE-HPC/TheBandwidthBenchmark) in Rust with multi-threading support.
+
+This is a collection of simple streaming kernels.
+
+Apart from the micro-benchmark functionality this is also a blueprint for other micro-benchmark applications.
+
+Output is similar to C-version for compatibility.
+
+# Target-triple and Target-cpu
+
+You can set your own target-triple and target-cpu in **./cargo/config.toml**.
+The reason for specifying the target-triple and target-cpu is to be able to generate optimal assembly with all the instructions supported by your cpu architecture.
+
+Usually a list of target-features for a specific target-triple and target-cpu can be listed using following command:
+
+```
+rustc --print cfg -C target-cpu=native -C opt-level=3
+```
+
+By default, the target-triple is:
+```
+[target.x86-64-unknown-linux-gnu]
+rustflags = [
+    "-C",
+    "target-cpu=native",
+    "-C",
+    "opt-level=3",
+]
+```
+
+# Building and running the program
+It is fairly simple to run the program.
+
+A binary named **bench** can be built using :
+```
+cargo b --release
+```
+This command will output **bench** binary in ./target/release.
+Then you can juse use 
+```
+cargo r --release
+```
+The second option to build a binary is to use Makefile commands.
+```
+make
+```
+comand will output **bench** binary in the ./ directory i.e. the current folder.
+Then you can juse use 
+```
+./bench
+```
+
+The binary takes 3 parameters : **-n, -size, -ntimes** which are explained below:
+
+```
+Usage: ./bench [OPTIONS]
+or
+Usgae: cargo r --release -- [OPTIONS]
+
+Options:
+  -n, --n <N>
+          Number of threads
+          
+          [default: max #threads available on your machine]
+
+  -s, --size <SIZE>
+          Size of the total dataset in bytes
+          
+          [default: 120000000]
+
+  -n, --ntimes <NTIMES>
+          Number of time to run all the benchmarks
+          
+          [default: 10]
+
+  -h, --help
+          Print help (see a summary with '-h')
+
+  -V, --version
+          Print version
+```
+
+If you just use 
+```
+./bench
+```
+the program will run in multi-threaded fashion with max available cores on you CPU and with 120000000 bytes of data per vector.
+
+If you wish to run the program serially, run the below command:
+```
+./bench -n 1
+```
+
+# Assembly Output
+You can generate assembly either for the whole code or just for specific kernel.
+
+1. To generate assembly for the whole program, use below command:
+```
+make asm 
+```
+2. To generate assembly specific to a kernel, please make sure that [cargo-show-asm](https://crates.io/crates/cargo-show-asm) is installed. Then use the following command:
+```
+cargo asm bench::copy --rust
+```
+
+**Note :** To make assembly available for a specific kernels, **#[inline(never)]** is specificed above the kernel. 
+
+# Output
+A sample output from the benchmark is shown below:
+
+```
+Benchmarking with 8 threads.
+Total allocated datasize: 3840.00 MB.
+Initialization of arrays took : 506.008814ms.
+----------------------------------------------------------------------------------------------------------
+Function        | Rate(MB/s)      | Rate(MFlop/s)   | Avg time       | Min time        | Max time        |
+----------------------------------------------------------------------------------------------------------
+Init:           | 8923.15         | -               | 0.1120         | 0.1076          | 0.1372          |
+Sum:            | 19562.93        | 2445.37         | 0.0549         | 0.0491          | 0.0883          |
+Copy:           | 11859.23        | -               | 0.1655         | 0.1619          | 0.1868          |
+Update:         | 17723.62        | 1107.73         | 0.1100         | 0.1083          | 0.1143          |
+Triad:          | 13162.47        | 1096.87         | 0.2207         | 0.2188          | 0.2255          |
+Daxpy:          | 18254.28        | 1521.19         | 0.1604         | 0.1578          | 0.1643          |
+STriad:         | 14149.89        | 884.37          | 0.2732         | 0.2714          | 0.2819          |
+SDaxpy:         | 17545.77        | 1096.61         | 0.2219         | 0.2189          | 0.2240          |
+----------------------------------------------------------------------------------------------------------
+Solution Validates
+```
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