diff --git a/Cargo.lock b/Cargo.lock
index 9e6f8ac..1362894 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -192,18 +192,6 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
-[[package]]
-name = "base64"
-version = "0.22.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
-
-[[package]]
-name = "base64ct"
-version = "1.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "55248b47b0caf0546f7988906588779981c43bb1bc9d0c44087278f80cdb44ba"
-
 [[package]]
 name = "bindgen"
 version = "0.70.1"
@@ -249,15 +237,6 @@ version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6099cdc01846bc367c4e7dd630dc5966dccf36b652fae7a74e17b640411a91b2"
 
-[[package]]
-name = "block-buffer"
-version = "0.10.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
-dependencies = [
- "generic-array",
-]
-
 [[package]]
 name = "bounding-box"
 version = "0.1.0"
@@ -270,6 +249,7 @@ dependencies = [
  "ordered-float",
  "simba",
  "thiserror 2.0.15",
+ "tracing",
 ]
 
 [[package]]
@@ -290,24 +270,12 @@ version = "1.23.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3995eaeebcdf32f91f980d360f78732ddc061097ab4e39991ae7a6ace9194677"
 
-[[package]]
-name = "byteorder"
-version = "1.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
-
 [[package]]
 name = "byteorder-lite"
 version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f1fe948ff07f4bd06c30984e69f5b4899c516a3ef74f34df92a2df2ab535495"
 
-[[package]]
-name = "bytes"
-version = "1.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
-
 [[package]]
 name = "cc"
 version = "1.2.33"
@@ -442,31 +410,12 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
-[[package]]
-name = "core-foundation"
-version = "0.9.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e195e091a93c46f7102ec7818a2aa394e1e1771c3ab4825963fa03e45afb8f"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
 [[package]]
 name = "core-foundation-sys"
 version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
-[[package]]
-name = "cpufeatures"
-version = "0.2.17"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59ed5838eebb26a2bb2e58f6d5b5316989ae9d08bab10e0e6d103e656d1b0280"
-dependencies = [
- "libc",
-]
-
 [[package]]
 name = "crc32fast"
 version = "1.5.0"
@@ -507,16 +456,6 @@ version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
-[[package]]
-name = "crypto-common"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
-dependencies = [
- "generic-array",
- "typenum",
-]
-
 [[package]]
 name = "csv"
 version = "1.3.1"
@@ -538,16 +477,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "der"
-version = "0.7.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7c1832837b905bbfb5101e07cc24c8deddf52f93225eee6ead5f4d63d53ddcb"
-dependencies = [
- "pem-rfc7468",
- "zeroize",
-]
-
 [[package]]
 name = "deranged"
 version = "0.4.0"
@@ -595,16 +524,6 @@ dependencies = [
  "nu-ansi-term 0.50.1",
 ]
 
-[[package]]
-name = "digest"
-version = "0.10.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
-dependencies = [
- "block-buffer",
- "crypto-common",
-]
-
 [[package]]
 name = "displaydoc"
 version = "0.2.5"
@@ -663,16 +582,6 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
-[[package]]
-name = "errno"
-version = "0.3.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "778e2ac28f6c47af28e4907f13ffd1e1ddbd400980a9abd7c8df189bf578a5ad"
-dependencies = [
- "libc",
- "windows-sys 0.60.2",
-]
-
 [[package]]
 name = "error-stack"
 version = "0.5.0"
@@ -722,12 +631,6 @@ dependencies = [
  "thiserror 1.0.69",
 ]
 
-[[package]]
-name = "fastrand"
-version = "2.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
-
 [[package]]
 name = "fdeflate"
 version = "0.3.7"
@@ -737,18 +640,6 @@ dependencies = [
  "simd-adler32",
 ]
 
-[[package]]
-name = "filetime"
-version = "0.2.25"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35c0522e981e68cbfa8c3f978441a5f34b30b96e146b33cd3359176b50fe8586"
-dependencies = [
- "cfg-if",
- "libc",
- "libredox",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "flate2"
 version = "1.1.2"
@@ -769,33 +660,12 @@ dependencies = [
  "spin",
 ]
 
-[[package]]
-name = "fnv"
-version = "1.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
-
 [[package]]
 name = "foldhash"
 version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
-[[package]]
-name = "foreign-types"
-version = "0.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
-dependencies = [
- "foreign-types-shared",
-]
-
-[[package]]
-name = "foreign-types-shared"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
-
 [[package]]
 name = "form_urlencoded"
 version = "1.2.1"
@@ -811,16 +681,6 @@ version = "1.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
-[[package]]
-name = "generic-array"
-version = "0.14.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
-dependencies = [
- "typenum",
- "version_check",
-]
-
 [[package]]
 name = "getrandom"
 version = "0.2.16"
@@ -998,23 +858,6 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
-[[package]]
-name = "http"
-version = "1.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
-dependencies = [
- "bytes",
- "fnv",
- "itoa",
-]
-
-[[package]]
-name = "httparse"
-version = "1.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
-
 [[package]]
 name = "iana-time-zone"
 version = "0.1.63"
@@ -1344,17 +1187,6 @@ dependencies = [
  "windows-targets 0.53.3",
 ]
 
-[[package]]
-name = "libredox"
-version = "0.1.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "391290121bad3d37fbddad76d8f5d1c1c314cfc646d143d7e07a3086ddff0ce3"
-dependencies = [
- "bitflags 2.9.2",
- "libc",
- "redox_syscall",
-]
-
 [[package]]
 name = "libsqlite3-sys"
 version = "0.35.0"
@@ -1365,12 +1197,6 @@ dependencies = [
  "vcpkg",
 ]
 
-[[package]]
-name = "linux-raw-sys"
-version = "0.9.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd945864f07fe9f5371a27ad7b52a172b4b499999f1d97574c9fa68373937e12"
-
 [[package]]
 name = "litemap"
 version = "0.8.0"
@@ -1563,23 +1389,6 @@ dependencies = [
  "getrandom 0.2.16",
 ]
 
-[[package]]
-name = "native-tls"
-version = "0.2.14"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87de3442987e9dbec73158d5c715e7ad9072fda936bb03d19d7fa10e00520f0e"
-dependencies = [
- "libc",
- "log",
- "openssl",
- "openssl-probe",
- "openssl-sys",
- "schannel",
- "security-framework",
- "security-framework-sys",
- "tempfile",
-]
-
 [[package]]
 name = "ndarray"
 version = "0.16.1"
@@ -1773,50 +1582,6 @@ version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4ce411919553d3f9fa53a0880544cda985a112117a0444d5ff1e870a893d6ea"
 
-[[package]]
-name = "openssl"
-version = "0.10.73"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8505734d46c8ab1e19a1dce3aef597ad87dcb4c37e7188231769bd6bd51cebf8"
-dependencies = [
- "bitflags 2.9.2",
- "cfg-if",
- "foreign-types",
- "libc",
- "once_cell",
- "openssl-macros",
- "openssl-sys",
-]
-
-[[package]]
-name = "openssl-macros"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
-
-[[package]]
-name = "openssl-probe"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
-
-[[package]]
-name = "openssl-sys"
-version = "0.9.109"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90096e2e47630d78b7d1c20952dc621f957103f8bc2c8359ec81290d75238571"
-dependencies = [
- "cc",
- "libc",
- "pkg-config",
- "vcpkg",
-]
-
 [[package]]
 name = "ordered-float"
 version = "5.0.0"
@@ -1829,8 +1594,6 @@ dependencies = [
 [[package]]
 name = "ort"
 version = "2.0.0-rc.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fa7e49bd669d32d7bc2a15ec540a527e7764aec722a45467814005725bcd721"
 dependencies = [
  "ndarray",
  "ort-sys",
@@ -1841,14 +1604,8 @@ dependencies = [
 [[package]]
 name = "ort-sys"
 version = "2.0.0-rc.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2aba9f5c7c479925205799216e7e5d07cc1d4fa76ea8058c60a9a30f6a4e890"
 dependencies = [
- "flate2",
  "pkg-config",
- "sha2",
- "tar",
- "ureq",
 ]
 
 [[package]]
@@ -1863,15 +1620,6 @@ version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a"
 
-[[package]]
-name = "pem-rfc7468"
-version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88b39c9bfcfc231068454382784bb460aae594343fb030d46e9f50a645418412"
-dependencies = [
- "base64ct",
-]
-
 [[package]]
 name = "percent-encoding"
 version = "2.3.1"
@@ -2116,15 +1864,6 @@ dependencies = [
  "crossbeam-utils",
 ]
 
-[[package]]
-name = "redox_syscall"
-version = "0.5.17"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5407465600fb0548f1442edf71dd20683c6ed326200ace4b1ef0763521bb3b77"
-dependencies = [
- "bitflags 2.9.2",
-]
-
 [[package]]
 name = "regex"
 version = "1.11.1"
@@ -2217,37 +1956,6 @@ dependencies = [
  "semver",
 ]
 
-[[package]]
-name = "rustix"
-version = "1.0.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11181fbabf243db407ef8df94a6ce0b2f9a733bd8be4ad02b4eda9602296cac8"
-dependencies = [
- "bitflags 2.9.2",
- "errno",
- "libc",
- "linux-raw-sys",
- "windows-sys 0.60.2",
-]
-
-[[package]]
-name = "rustls-pemfile"
-version = "2.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dce314e5fee3f39953d46bb63bb8a46d40c2f8fb7cc5a3b6cab2bde9721d6e50"
-dependencies = [
- "rustls-pki-types",
-]
-
-[[package]]
-name = "rustls-pki-types"
-version = "1.12.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
-dependencies = [
- "zeroize",
-]
-
 [[package]]
 name = "rustversion"
 version = "1.0.22"
@@ -2269,44 +1977,12 @@ dependencies = [
  "bytemuck",
 ]
 
-[[package]]
-name = "schannel"
-version = "0.1.27"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f29ebaa345f945cec9fbbc532eb307f0fdad8161f281b6369539c8d84876b3d"
-dependencies = [
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "scopeguard"
 version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
-[[package]]
-name = "security-framework"
-version = "2.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
-dependencies = [
- "bitflags 2.9.2",
- "core-foundation",
- "core-foundation-sys",
- "libc",
- "security-framework-sys",
-]
-
-[[package]]
-name = "security-framework-sys"
-version = "2.14.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49db231d56a190491cb4aeda9527f1ad45345af50b0851622a7adb8c03b01c32"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
 [[package]]
 name = "semver"
 version = "1.0.26"
@@ -2354,17 +2030,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "sha2"
-version = "0.10.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
-dependencies = [
- "cfg-if",
- "cpufeatures",
- "digest",
-]
-
 [[package]]
 name = "sharded-slab"
 version = "0.1.7"
@@ -2426,17 +2091,6 @@ version = "2.0.0-alpha.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "51d44cfb396c3caf6fbfd0ab422af02631b69ddd96d2eff0b0f0724f9024051b"
 
-[[package]]
-name = "socks"
-version = "0.3.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0c3dbbd9ae980613c6dd8e28a9407b50509d3803b57624d5dfe8315218cd58b"
-dependencies = [
- "byteorder",
- "libc",
- "winapi",
-]
-
 [[package]]
 name = "spin"
 version = "0.9.8"
@@ -2499,36 +2153,12 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
 
-[[package]]
-name = "tar"
-version = "0.4.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d863878d212c87a19c1a610eb53bb01fe12951c0501cf5a0d65f724914a667a"
-dependencies = [
- "filetime",
- "libc",
- "xattr",
-]
-
 [[package]]
 name = "target-lexicon"
 version = "0.12.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
 
-[[package]]
-name = "tempfile"
-version = "3.20.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8a64e3985349f2441a1a9ef0b853f869006c3855f2cda6862a94d26ebb9d6a1"
-dependencies = [
- "fastrand",
- "getrandom 0.3.3",
- "once_cell",
- "rustix",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "thiserror"
 version = "1.0.69"
@@ -2757,37 +2387,6 @@ version = "0.1.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
 
-[[package]]
-name = "ureq"
-version = "3.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00432f493971db5d8e47a65aeb3b02f8226b9b11f1450ff86bb772776ebadd70"
-dependencies = [
- "base64",
- "der",
- "log",
- "native-tls",
- "percent-encoding",
- "rustls-pemfile",
- "rustls-pki-types",
- "socks",
- "ureq-proto",
- "utf-8",
- "webpki-root-certs",
-]
-
-[[package]]
-name = "ureq-proto"
-version = "0.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5b6cabebbecc4c45189ab06b52f956206cea7d8c8a20851c35a85cb169224cc"
-dependencies = [
- "base64",
- "http",
- "httparse",
- "log",
-]
-
 [[package]]
 name = "url"
 version = "2.5.4"
@@ -2799,12 +2398,6 @@ dependencies = [
  "percent-encoding",
 ]
 
-[[package]]
-name = "utf-8"
-version = "0.7.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09cc8ee72d2a9becf2f2febe0205bbed8fc6615b7cb429ad062dc7b7ddd036a9"
-
 [[package]]
 name = "utf8_iter"
 version = "1.0.4"
@@ -2856,12 +2449,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "852e951cb7832cb45cb1169900d19760cfa39b82bc0ea9c0e5a14ae88411c98b"
 
-[[package]]
-name = "version_check"
-version = "0.9.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
-
 [[package]]
 name = "wasi"
 version = "0.11.1+wasi-snapshot-preview1"
@@ -2935,15 +2522,6 @@ dependencies = [
  "unicode-ident",
 ]
 
-[[package]]
-name = "webpki-root-certs"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4e4ffd8df1c57e87c325000a3d6ef93db75279dc3a231125aac571650f22b12a"
-dependencies = [
- "rustls-pki-types",
-]
-
 [[package]]
 name = "weezl"
 version = "0.1.10"
@@ -3221,16 +2799,6 @@ version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
 
-[[package]]
-name = "xattr"
-version = "1.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af3a19837351dc82ba89f8a125e22a3c475f05aba604acc023d62b2739ae2909"
-dependencies = [
- "libc",
- "rustix",
-]
-
 [[package]]
 name = "yansi-term"
 version = "0.1.2"
@@ -3305,12 +2873,6 @@ dependencies = [
  "synstructure",
 ]
 
-[[package]]
-name = "zeroize"
-version = "1.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
-
 [[package]]
 name = "zerotrie"
 version = "0.2.2"
diff --git a/Cargo.toml b/Cargo.toml
index 79505d1..c3e61a4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -7,6 +7,9 @@ edition = "2024"
 
 [patch."https://github.com/uttarayan21/mnn-rs"]
 mnn = { path = "/Users/fs0c131y/Projects/aftershoot/mnn-rs" }
+[patch.crates-io]
+ort = { path = "/Users/fs0c131y/Projects/ort" }
+
 
 [workspace.dependencies]
 ndarray-image = { path = "ndarray-image" }
@@ -53,7 +56,7 @@ bounding-box = { version = "0.1.0", path = "bounding-box" }
 color = "0.3.1"
 itertools = "0.14.0"
 ordered-float = "5.0.0"
-ort = { version = "2.0.0-rc.10" }
+ort = { version = "2.0.0-rc.10", default-features = false, features = [ "std", "tracing", "ndarray"]}
 
 [profile.release]
 debug = true
diff --git a/bounding-box/Cargo.toml b/bounding-box/Cargo.toml
index 9900d8d..db9936e 100644
--- a/bounding-box/Cargo.toml
+++ b/bounding-box/Cargo.toml
@@ -12,7 +12,10 @@ num = "0.4.3"
 ordered-float = "5.0.0"
 simba = "0.9.0"
 thiserror = "2.0.12"
+tracing = { version = "0.1.41", optional = true, default-features = false }
 
 [features]
 ndarray = ["dep:ndarray"]
-default = ["ndarray"]
+tracing = ["dep:tracing"]
+
+default = ["ndarray", "tracing"]
diff --git a/bounding-box/src/draw.rs b/bounding-box/src/draw.rs
index c6dca47..9bfebd9 100644
--- a/bounding-box/src/draw.rs
+++ b/bounding-box/src/draw.rs
@@ -65,8 +65,9 @@ impl Drawable<Array3<u8>> for Aabb2<usize> {
                             pixel.assign(&color);
                         })
                 })
-                .inspect_err(|e| {
-                    dbg!(e);
+                .inspect_err(|_e| {
+                    #[cfg(feature = "tracing")]
+                    tracing::error!("{_e}")
                 })
                 .ok();
         });
diff --git a/bounding-box/src/lib.rs b/bounding-box/src/lib.rs
index a60cf6b..f56802b 100644
--- a/bounding-box/src/lib.rs
+++ b/bounding-box/src/lib.rs
@@ -54,7 +54,6 @@ impl<T: Num, const D: usize> AxisAlignedBoundingBox<T, D> {
         if max_point >= min_point {
             Self::from_min_max_vertices(min_point, max_point)
         } else {
-            dbg!(max_point, min_point);
             panic!("max_point must be greater than or equal to min_point");
         }
     }
diff --git a/facenet.mnn b/facenet.mnn
deleted file mode 100644
index 75f56e2..0000000
Binary files a/facenet.mnn and /dev/null differ
diff --git a/flake.nix b/flake.nix
index b00ef85..621a115 100644
--- a/flake.nix
+++ b/flake.nix
@@ -88,25 +88,41 @@
               ".hpp"
               ".cpp"
               ".cc"
+              ".mnn"
+              ".onnx"
             ];
         in
           lib.cleanSourceWith {
             filter = sourceFilters;
             src = ./.;
           };
-        commonArgs =
+        commonArgs = let
+          ort_static = pkgs.onnxruntime.overrideAttrs (old: {
+            cmakeFlags =
+              old.cmakeFlags
+              ++ [
+                "-Donnxruntime_BUILD_SHARED_LIB=OFF"
+                "-Donnxruntime_BUILD_STATIC_LIB=ON"
+              ];
+          });
+        in
           {
             inherit src;
             pname = name;
             stdenv = p: p.clangStdenv;
             doCheck = false;
             LIBCLANG_PATH = "${pkgs.llvmPackages.libclang.lib}/lib";
+            ORT_LIB_LOCATION = "${ort_static}";
+            ORT_ENV_SYSTEM_LIB_LOCATION = "${ort_static}/lib";
+            # ORT_ENV_PREFER_DYNAMIC_LINK = true;
             nativeBuildInputs = with pkgs; [
               cmake
               pkg-config
             ];
             buildInputs = with pkgs;
-              [onnxruntime]
+              [
+                # onnxruntime
+              ]
               ++ (lib.optionals pkgs.stdenv.isDarwin [
                 libiconv
                 apple-sdk_13
@@ -160,9 +176,11 @@
               inherit cargoArtifacts;
             }
             // {
-              nativeBuildInputs = with pkgs; [
-                installShellFiles
-              ];
+              nativeBuildInputs = with pkgs;
+                commonArgs.nativeBuildInputs
+                ++ [
+                  installShellFiles
+                ];
               postInstall = ''
                 installShellCompletion --cmd ${name} \
                   --bash <($out/bin/${name} completions bash) \
@@ -189,6 +207,7 @@
                   cmake
                   mnn
                   cargo-make
+                  hyperfine
                 ]
                 ++ (lib.optionals pkgs.stdenv.isDarwin [
                   apple-sdk_13
diff --git a/justfile b/justfile
index 7cdf001..8cab077 100644
--- a/justfile
+++ b/justfile
@@ -1,2 +1,13 @@
-run:
-    cargo run -r detect -- ./1000066593.jpg
+run_onnx ep = "cpu" arg = "selfie.jpg":
+    cargo run -r detect -p {{ep}} -t 0.3 -o detected.jpg -- {{arg}}
+run_mnn forward = "cpu" arg = "selfie.jpg":
+    cargo run -r detect -f {{forward}} -o detected.jpg -- {{arg}}
+
+open:
+    open detected.jpg
+
+bench:
+    cargo build --release
+    BINARY="" hyperfine --warmup 3 --export-markdown benchmark.md \
+        "$CARGO_TARGET_DIR/release/detector detect -f coreml selfie.jpg" \
+        "$CARGO_TARGET_DIR/release/detector detect -f coreml -b 16 selfie.jpg"
diff --git a/ndarray-image/src/lib.rs b/ndarray-image/src/lib.rs
index a1f129a..339630e 100644
--- a/ndarray-image/src/lib.rs
+++ b/ndarray-image/src/lib.rs
@@ -59,7 +59,9 @@ mod rgba8 {
 
 mod gray8 {
     use super::Result;
-    pub(super) fn image_as_ndarray(image: &image::GrayImage) -> Result<ndarray::ArrayView2<u8>> {
+    pub(super) fn image_as_ndarray(
+        image: &image::GrayImage,
+    ) -> Result<ndarray::ArrayView2<'_, u8>> {
         let (width, height) = image.dimensions();
         let data = image.as_raw();
         ndarray::ArrayView2::from_shape((height as usize, width as usize), data)
@@ -112,7 +114,7 @@ mod gray_alpha8 {
 
 mod dynamic_image {
     use super::*;
-    pub fn image_as_ndarray(image: &image::DynamicImage) -> Result<ndarray::ArrayViewD<u8>> {
+    pub fn image_as_ndarray(image: &image::DynamicImage) -> Result<ndarray::ArrayViewD<'_, u8>> {
         Ok(match image {
             image::DynamicImage::ImageRgb8(img) => rgb8::image_as_ndarray(img)?.into_dyn(),
             image::DynamicImage::ImageRgba8(img) => rgba8::image_as_ndarray(img)?.into_dyn(),
diff --git a/src/cli.rs b/src/cli.rs
index 439b0f1..b198bce 100644
--- a/src/cli.rs
+++ b/src/cli.rs
@@ -56,6 +56,8 @@ pub struct Detect {
     pub threshold: f32,
     #[clap(short, long, default_value_t = 0.3)]
     pub nms_threshold: f32,
+    #[clap(short, long, default_value_t = 8)]
+    pub batch_size: usize,
     pub image: PathBuf,
 }
 
diff --git a/src/main.rs b/src/main.rs
index 200fdcf..16ae9cd 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -11,10 +11,9 @@ const RETINAFACE_MODEL_MNN: &[u8] = include_bytes!("../models/retinaface.mnn");
 const FACENET_MODEL_MNN: &[u8] = include_bytes!("../models/facenet.mnn");
 const RETINAFACE_MODEL_ONNX: &[u8] = include_bytes!("../models/retinaface.onnx");
 const FACENET_MODEL_ONNX: &[u8] = include_bytes!("../models/facenet.onnx");
-const CHUNK_SIZE: usize = 2;
 pub fn main() -> Result<()> {
     tracing_subscriber::fmt()
-        .with_env_filter("trace")
+        .with_env_filter("error")
         .with_thread_ids(true)
         .with_thread_names(true)
         .with_target(false)
@@ -35,8 +34,6 @@ pub fn main() -> Result<()> {
                     }
                 })
                 .unwrap_or(cli::Executor::Mnn(mnn::ForwardType::CPU));
-            // .then_some(cli::Executor::Mnn)
-            // .unwrap_or(cli::Executor::Ort);
 
             match executor {
                 cli::Executor::Mnn(forward) => {
@@ -92,7 +89,9 @@ where
     D: facedet::FaceDetector,
     E: faceembed::FaceEmbedder,
 {
-    let image = image::open(detect.image).change_context(Error)?;
+    let image = image::open(&detect.image)
+        .change_context(Error)
+        .attach_printable(detect.image.to_string_lossy().to_string())?;
     let image = image.into_rgb8();
     let mut array = image
         .into_ndarray()
@@ -122,7 +121,7 @@ where
         // })
         .map(|roi| {
             roi.as_standard_layout()
-                .fast_resize(512, 512, &ResizeOptions::default())
+                .fast_resize(160, 160, &ResizeOptions::default())
                 .change_context(Error)
         })
         // .inspect(|f| {
@@ -133,15 +132,15 @@ where
         .collect::<Result<Vec<_>>>()?;
     let face_roi_views = face_rois.iter().map(|roi| roi.view()).collect::<Vec<_>>();
 
-    let chunk_size = CHUNK_SIZE;
+    let chunk_size = detect.batch_size;
     let embeddings = face_roi_views
         .chunks(chunk_size)
         .map(|chunk| {
             tracing::info!("Processing chunk of size: {}", chunk.len());
 
-            if chunk.len() < 8 {
+            if chunk.len() < chunk_size {
                 tracing::warn!("Chunk size is less than 8, padding with zeros");
-                let zeros = Array3::zeros((512, 512, 3));
+                let zeros = Array3::zeros((160, 160, 3));
                 let zero_array = core::iter::repeat(zeros.view())
                     .take(chunk_size)
                     .collect::<Vec<_>>();
@@ -158,7 +157,7 @@ where
                 Ok(output)
             }
         })
-        .collect::<Result<Vec<Array2<f32>>>>();
+        .collect::<Result<Vec<Array2<f32>>>>()?;
 
     let v = array.view();
     if let Some(output) = detect.output {
diff --git a/src/ort_ep.rs b/src/ort_ep.rs
index 9470ce7..3a49363 100644
--- a/src/ort_ep.rs
+++ b/src/ort_ep.rs
@@ -107,7 +107,15 @@ impl ExecutionProvider {
                 {
                     #[cfg(feature = "ort-coreml")]
                     {
-                        Some(CoreMLExecutionProvider::default().build())
+                        use tap::Tap;
+
+                        Some(
+                            CoreMLExecutionProvider::default()
+                                .with_model_format(
+                                    ort::execution_providers::coreml::CoreMLModelFormat::MLProgram,
+                                )
+                                .build(),
+                        )
                     }
                     #[cfg(not(feature = "ort-coreml"))]
                     {