diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index db10321..f121340 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -5,7 +5,7 @@ on:
       - '*'
 env:
   ORT_STRATEGY: system
-  ORT_LIB_LOCATION: ./onnxruntime-linux-x64-1.14.1/lib/
+  ORT_LIB_LOCATION: ./onnxruntime-linux-x64-gpu-1.14.1/lib/
 jobs:
   build:
     runs-on: ubuntu-latest
@@ -21,7 +21,7 @@ jobs:
     - name: Install requirement
       run: sudo apt-get update && sudo apt-get install -y protobuf-compiler
     - name: Download Onnx runtime
-      run: wget https://github.com/microsoft/onnxruntime/releases/download/v1.14.1/onnxruntime-linux-x64-1.14.1.tgz && tar -xzvf onnxruntime-linux-x64-1.14.1.tgz
+      run: wget https://github.com/microsoft/onnxruntime/releases/download/v1.14.1/onnxruntime-linux-x64-gpu-1.14.1.tgz && tar -xzvf onnxruntime-linux-x64-gpu-1.14.1.tgz
     - name: Build
       run: cargo build --bin clip-as-service-server --release
     - name: Upload artifact
diff --git a/Cargo.lock b/Cargo.lock
index f7de31d..49e542b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -355,6 +355,7 @@ dependencies = [
  "tokio",
  "tonic",
  "tonic-build",
+ "tracing-subscriber",
 ]
 
 [[package]]
@@ -701,7 +702,7 @@ dependencies = [
  "futures-sink",
  "nanorand",
  "pin-project",
- "spin",
+ "spin 0.9.8",
 ]
 
 [[package]]
@@ -1204,6 +1205,15 @@ version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "58093314a45e00c77d5c508f76e77c3396afbbc0d01506e7fae47b018bac2b1d"
 
+[[package]]
+name = "matchers"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8263075bb86c5a1b1427b5ae862e8889656f126e9f77c484496e8b47cf5c5558"
+dependencies = [
+ "regex-automata",
+]
+
 [[package]]
 name = "matchit"
 version = "0.7.0"
@@ -1354,6 +1364,16 @@ dependencies = [
  "minimal-lexical",
 ]
 
+[[package]]
+name = "nu-ansi-term"
+version = "0.46.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77a8165726e8236064dbb45459242600304b42a5ea24ee2948e18e023bf7ba84"
+dependencies = [
+ "overload",
+ "winapi",
+]
+
 [[package]]
 name = "num-complex"
 version = "0.4.3"
@@ -1499,16 +1519,25 @@ version = "1.14.6"
 source = "git+https://github.com/pykeio/ort.git#681be5b9de8b0b24f8a28a27410bf082d435504a"
 dependencies = [
  "flate2",
+ "half",
  "lazy_static",
  "libc",
  "ndarray",
  "tar",
  "thiserror",
  "tracing",
+ "ureq",
  "vswhom",
  "winapi",
+ "zip",
 ]
 
+[[package]]
+name = "overload"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
+
 [[package]]
 name = "password-hash"
 version = "0.4.2"
@@ -1811,6 +1840,15 @@ dependencies = [
  "regex-syntax",
 ]
 
+[[package]]
+name = "regex-automata"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c230d73fb8d8c1b9c0b3135c5142a8acee3a0558fb8db5cf1cb65f8d7862132"
+dependencies = [
+ "regex-syntax",
+]
+
 [[package]]
 name = "regex-syntax"
 version = "0.6.29"
@@ -1854,6 +1892,21 @@ dependencies = [
  "winreg",
 ]
 
+[[package]]
+name = "ring"
+version = "0.16.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3053cf52e236a3ed746dfc745aa9cacf1b791d846bdaf412f60a8d7d6e17c8fc"
+dependencies = [
+ "cc",
+ "libc",
+ "once_cell",
+ "spin 0.5.2",
+ "untrusted",
+ "web-sys",
+ "winapi",
+]
+
 [[package]]
 name = "rustix"
 version = "0.37.11"
@@ -1868,6 +1921,28 @@ dependencies = [
  "windows-sys 0.48.0",
 ]
 
+[[package]]
+name = "rustls"
+version = "0.21.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e32ca28af694bc1bbf399c33a516dbdf1c90090b8ab23c2bc24f834aa2247f5f"
+dependencies = [
+ "log",
+ "ring",
+ "rustls-webpki",
+ "sct",
+]
+
+[[package]]
+name = "rustls-webpki"
+version = "0.100.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6207cd5ed3d8dca7816f8f3725513a34609c0c765bf652b8c3cb4cfd87db46b"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
 [[package]]
 name = "rustversion"
 version = "1.0.12"
@@ -1895,6 +1970,16 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d29ab0c6d3fc0ee92fe66e2d99f700eab17a8d57d1c1d3b748380fb20baa78cd"
 
+[[package]]
+name = "sct"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d53dcdb7c9f8158937a7981b48accfd39a43af418591a5d008c7b22b5e1b7ca4"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
 [[package]]
 name = "security-framework"
 version = "2.8.2"
@@ -1983,6 +2068,15 @@ dependencies = [
  "digest",
 ]
 
+[[package]]
+name = "sharded-slab"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "900fba806f70c630b0a382d0d825e17a0f19fcd059a2ade1ff237bcddf446b31"
+dependencies = [
+ "lazy_static",
+]
+
 [[package]]
 name = "simd-adler32"
 version = "0.3.5"
@@ -2014,6 +2108,12 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "spin"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e63cff320ae2c57904679ba7cb63280a3dc4613885beafb148ee7bf9aa9042d"
+
 [[package]]
 name = "spin"
 version = "0.9.8"
@@ -2119,6 +2219,16 @@ dependencies = [
  "syn 2.0.14",
 ]
 
+[[package]]
+name = "thread_local"
+version = "1.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fdd6f064ccff2d6567adcb3873ca630700f00b5ad3f060c25b5dcfd9a4ce152"
+dependencies = [
+ "cfg-if",
+ "once_cell",
+]
+
 [[package]]
 name = "tiff"
 version = "0.8.1"
@@ -2377,6 +2487,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24eb03ba0eab1fd845050058ce5e616558e8f8d8fca633e6b163fe25c797213a"
 dependencies = [
  "once_cell",
+ "valuable",
 ]
 
 [[package]]
@@ -2389,6 +2500,35 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "tracing-log"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "78ddad33d2d10b1ed7eb9d1f518a5674713876e97e5bb9b7345a7984fbb4f922"
+dependencies = [
+ "lazy_static",
+ "log",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-subscriber"
+version = "0.3.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "30a651bc37f915e81f087d86e62a18eec5f79550c7faff886f7090b4ea757c77"
+dependencies = [
+ "matchers",
+ "nu-ansi-term",
+ "once_cell",
+ "regex",
+ "sharded-slab",
+ "smallvec",
+ "thread_local",
+ "tracing",
+ "tracing-core",
+ "tracing-log",
+]
+
 [[package]]
 name = "try-lock"
 version = "0.2.4"
@@ -2449,6 +2589,27 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
 
+[[package]]
+name = "untrusted"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a156c684c91ea7d62626509bce3cb4e1d9ed5c4d978f7b4352658f96a4c26b4a"
+
+[[package]]
+name = "ureq"
+version = "2.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b11c96ac7ee530603dcdf68ed1557050f374ce55a5a07193ebf8cbc9f8927e9"
+dependencies = [
+ "base64 0.21.0",
+ "log",
+ "once_cell",
+ "rustls",
+ "rustls-webpki",
+ "url",
+ "webpki-roots",
+]
+
 [[package]]
 name = "url"
 version = "2.3.1"
@@ -2466,6 +2627,12 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "711b9620af191e0cdc7468a8d14e709c3dcdb115b36f838e601583af800a370a"
 
+[[package]]
+name = "valuable"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
+
 [[package]]
 name = "vcpkg"
 version = "0.2.15"
@@ -2590,6 +2757,15 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "webpki-roots"
+version = "0.23.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b03058f88386e5ff5310d9111d53f48b17d732b401aeb83a8d5190f2ac459338"
+dependencies = [
+ "rustls-webpki",
+]
+
 [[package]]
 name = "weezl"
 version = "0.1.7"
diff --git a/Cargo.toml b/Cargo.toml
index 632e5d9..8b649f3 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -10,13 +10,14 @@ license = "MIT"
 ndarray = "0.15.0"
 itertools = "0.10.5"
 num_cpus = "1.15.0"
-ort = { git = "https://github.com/pykeio/ort.git", default-features = false }
+ort = { git = "https://github.com/pykeio/ort.git", features = ["cuda"] }
 prost = "0.11.8"
 tokenizers = "0.13.2"
 tokio = { version = "1.26.0", features = ["macros", "rt-multi-thread"] }
 tonic = "0.8.3"
 image = "0.24.6"
 clap = { version = "4.2.4", features = ["derive"] }
+tracing-subscriber = { version = "0.3", features = [ "env-filter", "fmt" ] }
 
 [build-dependencies]
 tonic-build = "0.8.4"
@@ -31,3 +32,9 @@ rustflags = ["-C", "linker-flavor=ld.lld"]
 
 [target.x86_64-pc-windows-msvc]
 rustflags = ["-C", "target-feature=+crt-static"]
+
+[profile.dev]
+rpath = true
+
+[profile.release]
+rpath = true
\ No newline at end of file
diff --git a/src/server.rs b/src/server.rs
index 3d3e502..bff7706 100644
--- a/src/server.rs
+++ b/src/server.rs
@@ -186,13 +186,17 @@ impl Encoder for EncoderService {
 
 #[tokio::main]
 async fn main() -> Result<(), Box<dyn std::error::Error>> {
+    tracing_subscriber::fmt::init();
+
     let args = Args::parse();
 
     let addr: &String = &args.listen;
+
     let environment =
         Arc::new(Environment::builder()
-            .with_name("clip")
-            .build().unwrap());
+                .with_name("clip")
+                .with_execution_providers([ExecutionProvider::cuda()])
+                .build().unwrap());
 
     let server = EncoderService::new(&environment, &args);