From 7cbf79ab50a777e15f2d86aec691a64257ff1597 Mon Sep 17 00:00:00 2001
From: Aaron Councilman <aaronjc4@illinois.edu>
Date: Wed, 15 Jan 2025 17:45:28 -0600
Subject: [PATCH] Cava Harness

---
 Cargo.lock                                    |  992 ++++-
 Cargo.toml                                    |    2 +
 hercules_cg/src/cpu.rs                        |    4 +-
 juno_frontend/src/dynconst.rs                 |    2 +-
 juno_samples/cava/Cargo.toml                  |   20 +
 juno_samples/cava/build.rs                    |   10 +
 .../cava/cam_models/NikonD7000/README.txt     |   41 +
 .../cam_models/NikonD7000/jpg2raw_coefs.txt   | 3707 +++++++++++++++++
 .../NikonD7000/jpg2raw_ctrlPoints.txt         | 3703 ++++++++++++++++
 .../NikonD7000/jpg2raw_destPoints.txt         | 3703 ++++++++++++++++
 .../NikonD7000/jpg2raw_respFcns.txt           |  257 ++
 .../NikonD7000/jpg2raw_transform.txt          |   34 +
 .../NikonD7000/jpg2raw_validRange.txt         |    1 +
 .../cam_models/NikonD7000/raw2jpg_coefs.txt   | 3707 +++++++++++++++++
 .../NikonD7000/raw2jpg_coefs_debug.txt        |    7 +
 .../NikonD7000/raw2jpg_ctrlPoints.txt         | 3703 ++++++++++++++++
 .../NikonD7000/raw2jpg_ctrlPoints_debug.txt   |    3 +
 .../NikonD7000/raw2jpg_destPoints.txt         | 3703 ++++++++++++++++
 .../NikonD7000/raw2jpg_respFcns.txt           |  257 ++
 .../NikonD7000/raw2jpg_transform.txt          |   34 +
 .../NikonD7000/raw2jpg_validRange.txt         |    1 +
 .../cava/examples/raw_tulip-small.bin         |  Bin 0 -> 91065 bytes
 juno_samples/cava/examples/raw_tulips.bin     |  Bin 0 -> 5760012 bytes
 juno_samples/cava/src/camera_model.rs         |  168 +
 juno_samples/{ => cava/src}/cava.jn           |   41 +-
 juno_samples/cava/src/cava_rust.rs            |  224 +
 juno_samples/cava/src/image_proc.rs           |   69 +
 juno_samples/cava/src/main.rs                 |  206 +
 28 files changed, 24418 insertions(+), 181 deletions(-)
 create mode 100644 juno_samples/cava/Cargo.toml
 create mode 100644 juno_samples/cava/build.rs
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/README.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/jpg2raw_coefs.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/jpg2raw_ctrlPoints.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/jpg2raw_destPoints.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/jpg2raw_respFcns.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/jpg2raw_transform.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/jpg2raw_validRange.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs_debug.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints_debug.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_destPoints.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_respFcns.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_transform.txt
 create mode 100644 juno_samples/cava/cam_models/NikonD7000/raw2jpg_validRange.txt
 create mode 100644 juno_samples/cava/examples/raw_tulip-small.bin
 create mode 100644 juno_samples/cava/examples/raw_tulips.bin
 create mode 100644 juno_samples/cava/src/camera_model.rs
 rename juno_samples/{ => cava/src}/cava.jn (84%)
 create mode 100644 juno_samples/cava/src/cava_rust.rs
 create mode 100644 juno_samples/cava/src/image_proc.rs
 create mode 100644 juno_samples/cava/src/main.rs

diff --git a/Cargo.lock b/Cargo.lock
index ea295fdf..35238a04 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,6 +2,12 @@
 # It is not intended for manual editing.
 version = 4
 
+[[package]]
+name = "adler2"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
+
 [[package]]
 name = "aho-corasick"
 version = "1.1.3"
@@ -11,11 +17,17 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "aligned-vec"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4aa90d7ce82d4be67b64039a3d588d38dbcc6736577de4a847025ce5b0c468d1"
+
 [[package]]
 name = "anstream"
-version = "0.6.15"
+version = "0.6.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64e15c1ab1f89faffbf04a634d5e1962e9074f2741eef6d97f3c4e322426d526"
+checksum = "8acc5369981196006228e28809f761875c0327210a891e941f4c683b3a99529b"
 dependencies = [
  "anstyle",
  "anstyle-parse",
@@ -28,43 +40,67 @@ dependencies = [
 
 [[package]]
 name = "anstyle"
-version = "1.0.8"
+version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bec1de6f59aedf83baf9ff929c98f2ad654b97c9510f4e70cf6f661d49fd5b1"
+checksum = "55cc3b69f167a1ef2e161439aa98aed94e6028e5f9a59be9a6ffb47aef1651f9"
 
 [[package]]
 name = "anstyle-parse"
-version = "0.2.5"
+version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb47de1e80c2b463c735db5b217a0ddc39d612e7ac9e2e96a5aed1f57616c1cb"
+checksum = "3b2d16507662817a6a20a9ea92df6652ee4f94f914589377d69f3b21bc5798a9"
 dependencies = [
  "utf8parse",
 ]
 
 [[package]]
 name = "anstyle-query"
-version = "1.1.1"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d36fc52c7f6c869915e99412912f22093507da8d9e942ceaf66fe4b7c14422a"
+checksum = "79947af37f4177cfead1110013d678905c37501914fba0efea834c3fe9a8d60c"
 dependencies = [
- "windows-sys 0.52.0",
+ "windows-sys",
 ]
 
 [[package]]
 name = "anstyle-wincon"
-version = "3.0.4"
+version = "3.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5bf74e1b6e971609db8ca7a9ce79fd5768ab6ae46441c572e46cf596f59e57f8"
+checksum = "ca3534e77181a9cc07539ad51f2141fe32f6c3ffd4df76db8ad92346b003ae4e"
 dependencies = [
  "anstyle",
- "windows-sys 0.52.0",
+ "once_cell",
+ "windows-sys",
 ]
 
 [[package]]
 name = "anyhow"
-version = "1.0.89"
+version = "1.0.95"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34ac096ce696dc2fcabef30516bb13c0a68a11d30131d3df6f04711467681b04"
+
+[[package]]
+name = "arbitrary"
+version = "1.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86fdf8605db99b54d3cd748a44c6d04df638eb5dafb219b135d0149bd0db01f6"
+checksum = "dde20b3d026af13f561bdd0f15edf01fc734f0dafcedbaf42bba506a9517f223"
+
+[[package]]
+name = "arg_enum_proc_macro"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.96",
+]
+
+[[package]]
+name = "arrayvec"
+version = "0.7.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "async-channel"
@@ -119,9 +155,9 @@ dependencies = [
 
 [[package]]
 name = "async-io"
-version = "2.3.4"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "444b0228950ee6501b3568d3c93bf1176a1fdbc3b758dcd9475046d30f4dc7e8"
+checksum = "43a2b323ccce0a1d90b449fd71f2a06ca7faa7c54c2751f06c9bd851fc061059"
 dependencies = [
  "async-lock",
  "cfg-if",
@@ -133,7 +169,7 @@ dependencies = [
  "rustix",
  "slab",
  "tracing",
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -142,7 +178,7 @@ version = "3.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ff6e472cdea888a4bd64f342f09b3f50e1886d32afe8df3d663c01140b811b18"
 dependencies = [
- "event-listener 5.3.1",
+ "event-listener 5.4.0",
  "event-listener-strategy",
  "pin-project-lite",
 ]
@@ -200,6 +236,29 @@ version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26"
 
+[[package]]
+name = "av1-grain"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6678909d8c5d46a42abcf571271e15fdbc0a225e3646cf23762cd415046c78bf"
+dependencies = [
+ "anyhow",
+ "arrayvec",
+ "log",
+ "nom",
+ "num-rational",
+ "v_frame",
+]
+
+[[package]]
+name = "avif-serialize"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e335041290c43101ca215eed6f43ec437eb5a42125573f600fc3fa42b9bddd62"
+dependencies = [
+ "arrayvec",
+]
+
 [[package]]
 name = "base64"
 version = "0.21.7"
@@ -215,15 +274,33 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "bit_field"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc827186963e592360843fb5ba4b973e145841266c1357f7180c43526f2e5b61"
+
 [[package]]
 name = "bitflags"
-version = "2.6.0"
+version = "1.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b048fb63fd8b5923fc5aa7b340d8e156aec7ec02f0c78fa8a6ddc2613f6f71de"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
+[[package]]
+name = "bitflags"
+version = "2.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1be3f42a67d6d345ecd59f675f3f012d6974981560836e938c22b424b85ce1be"
 dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "bitstream-io"
+version = "2.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6099cdc01846bc367c4e7dd630dc5966dccf36b652fae7a74e17b640411a91b2"
+
 [[package]]
 name = "bitvec"
 version = "1.0.1"
@@ -249,18 +326,36 @@ dependencies = [
  "piper",
 ]
 
+[[package]]
+name = "built"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c360505aed52b7ec96a3636c3f039d99103c37d1d9b4f7a8c743d3ea9ffcd03b"
+
 [[package]]
 name = "bumpalo"
 version = "3.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "79296716171880943b8470b5f8d03aa55eb2e645a4874bdbb28adb49162e012c"
 
+[[package]]
+name = "bytemuck"
+version = "1.21.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef657dfab802224e671f5818e9a4935f9b1957ed18e58292690cc39e7a4092a3"
+
 [[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 = "cactus"
 version = "1.0.7"
@@ -277,6 +372,17 @@ dependencies = [
  "with_builtin_macros",
 ]
 
+[[package]]
+name = "cc"
+version = "1.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c8293772165d9345bdaaa39b45b2109591e63fe5e6fbc23c6ff930a048aa310b"
+dependencies = [
+ "jobserver",
+ "libc",
+ "shlex",
+]
+
 [[package]]
 name = "ccp"
 version = "0.1.0"
@@ -287,6 +393,16 @@ dependencies = [
  "with_builtin_macros",
 ]
 
+[[package]]
+name = "cfg-expr"
+version = "0.15.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d067ad48b8650848b989a59a86c6c36a995d02d2bf778d45c3c5d57bc2718f02"
+dependencies = [
+ "smallvec",
+ "target-lexicon",
+]
+
 [[package]]
 name = "cfg-if"
 version = "1.0.0"
@@ -295,9 +411,9 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
 [[package]]
 name = "cfgrammar"
-version = "0.13.7"
+version = "0.13.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6026d8cd82ada8bbcfe337805dd1eb6afdc9e80fa4d57e977b3a36315e0c5525"
+checksum = "6d621f687a04efa1f269f1cd13d8cfea9660852bdb3d1cd2c3c9fb6fdd34daf2"
 dependencies = [
  "indexmap",
  "lazy_static",
@@ -309,9 +425,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.19"
+version = "4.5.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7be5744db7978a28d9df86a214130d106a89ce49644cbc4e3f0c22c3fba30615"
+checksum = "a8eb5e908ef3a6efbe1ed62520fb7287959888c88485abe072543190ecc66783"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -319,9 +435,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.19"
+version = "4.5.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5fbc17d3ef8278f55b282b2a2e75ae6f6c7d4bb70ed3d0382375104bfafdb4b"
+checksum = "96b01801b5fc6a0a232407abc821660c9c6d25a1cafc0d4f85f29fb8d9afc121"
 dependencies = [
  "anstream",
  "anstyle",
@@ -331,21 +447,21 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.5.18"
+version = "4.5.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ac6a0c7b1a9e9a5186361f67dfa1b88213572f427fb9ab038efb2bd8c582dab"
+checksum = "54b755194d6389280185988721fffba69495eed5ee9feeee9a599b53db80318c"
 dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.79",
+ "syn 2.0.96",
 ]
 
 [[package]]
 name = "clap_lex"
-version = "0.7.2"
+version = "0.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1462739cb27611015575c0c11df5df7601141071f07518d56fcc1be504cbec97"
+checksum = "f46ad14479a25103f283c0f10005961cf086d8dc42205bb44c46ac563475dca6"
 
 [[package]]
 name = "cobs"
@@ -353,11 +469,17 @@ version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "67ba02a97a2bd10f4b59b25c7973101c79642302776489e030cd13cdab09ed15"
 
+[[package]]
+name = "color_quant"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d7b894f5411737b7867f4827955924d7c254fc9f4d91a6aad6b097804b1018b"
+
 [[package]]
 name = "colorchoice"
-version = "1.0.2"
+version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3fd119d74b830634cea2a0f58bbd0d54540518a14397557951e79340abc28c0"
+checksum = "5b63caa9aa9397e2d9480a9b13673856c78d8ac123288526c37d7839f2a86990"
 
 [[package]]
 name = "concurrent-queue"
@@ -368,17 +490,51 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "crc32fast"
+version = "1.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3"
+dependencies = [
+ "cfg-if",
+]
+
 [[package]]
 name = "critical-section"
-version = "1.1.3"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "790eea4361631c5e7d22598ecd5723ff611904e3344ce8720784c93e3d83d40b"
+
+[[package]]
+name = "crossbeam-deque"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
+dependencies = [
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-epoch"
+version = "0.9.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f64009896348fc5af4222e9cf7d7d82a95a256c634ebcf61c53e4ea461422242"
+checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
+dependencies = [
+ "crossbeam-utils",
+]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.20"
+version = "0.8.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22ec99545bb0ed0ea7bb9b8e1e9122ea386ff8a48c0922e43f36d45ab09e0e80"
+checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
+
+[[package]]
+name = "crunchy"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
 
 [[package]]
 name = "deranged"
@@ -427,12 +583,12 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
 name = "errno"
-version = "0.3.9"
+version = "0.3.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "534c5cf6194dfab3db3242765c03bbe257cf92f22b38f6bc0c58d59108a820ba"
+checksum = "33d852cb9b869c2a9b3df2f71a3074817f01e1844f839a144f5fcef059a4eb5d"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys",
 ]
 
 [[package]]
@@ -443,9 +599,9 @@ checksum = "0206175f82b8d6bf6652ff7d71a1e27fd2e4efde587fd368662814d6ec1d9ce0"
 
 [[package]]
 name = "event-listener"
-version = "5.3.1"
+version = "5.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6032be9bd27023a771701cc49f9f053c751055f71efb2e0ae5c15809093675ba"
+checksum = "3492acde4c3fc54c845eaab3eed8bd00c7a7d881f78bfc801e43a93dec1331ae"
 dependencies = [
  "concurrent-queue",
  "parking",
@@ -454,14 +610,29 @@ dependencies = [
 
 [[package]]
 name = "event-listener-strategy"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f214dc438f977e6d4e3500aaa277f5ad94ca83fbbd9b1a15713ce2344ccc5a1"
+checksum = "3c3e4e0dd3673c1139bf041f3008816d9cf2946bbfac2945c09e523b8d7b05b2"
 dependencies = [
- "event-listener 5.3.1",
+ "event-listener 5.4.0",
  "pin-project-lite",
 ]
 
+[[package]]
+name = "exr"
+version = "1.73.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f83197f59927b46c04a183a619b7c29df34e63e63c7869320862268c0ef687e0"
+dependencies = [
+ "bit_field",
+ "half",
+ "lebe",
+ "miniz_oxide",
+ "rayon-core",
+ "smallvec",
+ "zune-inflate",
+]
+
 [[package]]
 name = "fac"
 version = "0.1.0"
@@ -475,9 +646,18 @@ dependencies = [
 
 [[package]]
 name = "fastrand"
-version = "2.1.1"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8c02a5121d4ea3eb16a80748c74f5549a5665e4c21333c6098f283870fbdea6"
+checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
+
+[[package]]
+name = "fdeflate"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e6853b52649d4ac5c0bd02320cddc5ba956bdb407c4b75a2c6b75bf51500f8c"
+dependencies = [
+ "simd-adler32",
+]
 
 [[package]]
 name = "filetime"
@@ -488,7 +668,17 @@ dependencies = [
  "cfg-if",
  "libc",
  "libredox",
- "windows-sys 0.59.0",
+ "windows-sys",
+]
+
+[[package]]
+name = "flate2"
+version = "1.0.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c936bfdafb507ebbf50b8074c54fa31c5be9a1e7e5f467dd659697041407d07c"
+dependencies = [
+ "crc32fast",
+ "miniz_oxide",
 ]
 
 [[package]]
@@ -526,9 +716,9 @@ checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
 
 [[package]]
 name = "futures-lite"
-version = "2.3.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52527eb5074e35e9339c6b4e8d12600c7128b68fb25dcb9fa9dec18f7c25f3a5"
+checksum = "f5edaec856126859abb19ed65f39e90fea3a9574b9707f13539acf4abf7eb532"
 dependencies = [
  "fastrand",
  "futures-core",
@@ -557,6 +747,16 @@ dependencies = [
  "wasi",
 ]
 
+[[package]]
+name = "gif"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fb2d69b19215e18bb912fa30f7ce15846e301408695e44e0ef719f1da9e19f2"
+dependencies = [
+ "color_quant",
+ "weezl",
+]
+
 [[package]]
 name = "gloo-timers"
 version = "0.3.0"
@@ -569,6 +769,16 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "half"
+version = "2.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6dd08c532ae367adf81c312a4580bc67f1d0fe8bc9c460520283f4c0ff277888"
+dependencies = [
+ "cfg-if",
+ "crunchy",
+]
+
 [[package]]
 name = "hash32"
 version = "0.2.1"
@@ -580,9 +790,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.15.0"
+version = "0.15.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e087f84d4f86bf4b218b927129862374b72199ae7d8657835f1e89000eea4fb"
+checksum = "bf151400ff0baff5465007dd2f3e717f3fe502074ca563069ce3a6629d07b289"
 
 [[package]]
 name = "heapless"
@@ -645,7 +855,7 @@ dependencies = [
  "either",
  "hercules_cg",
  "hercules_ir",
- "itertools",
+ "itertools 0.14.0",
  "ordered-float",
  "postcard",
  "serde",
@@ -663,16 +873,66 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fbf6a919d6cf397374f7dfeeea91d974c7c0a7221d0d0f4f20d859d329e53fcc"
 
+[[package]]
+name = "image"
+version = "0.25.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd6f44aed642f18953a158afeb30206f4d50da59fbc66ecb53c66488de73563b"
+dependencies = [
+ "bytemuck",
+ "byteorder-lite",
+ "color_quant",
+ "exr",
+ "gif",
+ "image-webp",
+ "num-traits",
+ "png",
+ "qoi",
+ "ravif",
+ "rayon",
+ "rgb",
+ "tiff",
+ "zune-core",
+ "zune-jpeg",
+]
+
+[[package]]
+name = "image-webp"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b77d01e822461baa8409e156015a1d91735549f0f2c17691bd2d996bef238f7f"
+dependencies = [
+ "byteorder-lite",
+ "quick-error",
+]
+
+[[package]]
+name = "imgref"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d0263a3d970d5c054ed9312c0057b4f3bde9c0b33836d3637361d4a9e6e7a408"
+
 [[package]]
 name = "indexmap"
-version = "2.6.0"
+version = "2.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "707907fe3c25f5424cce2cb7e1cbcafee6bdbe735ca90ef77c29e84591e5b9da"
+checksum = "62f822373a4fe84d4bb149bf54e584a7f4abec90e072ed49cda0edea5b95471f"
 dependencies = [
  "equivalent",
  "hashbrown",
 ]
 
+[[package]]
+name = "interpolate_name"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c34819042dc3d3971c46c2190835914dfbe0c3c13f61449b2997f4e9722dfa60"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.96",
+]
+
 [[package]]
 name = "is_terminal_polyfill"
 version = "1.70.1"
@@ -681,25 +941,50 @@ checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf"
 
 [[package]]
 name = "itertools"
-version = "0.13.0"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
+checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
+dependencies = [
+ "either",
+]
+
+[[package]]
+name = "itertools"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itoa"
-version = "1.0.11"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d75a2a4b1b190afb6f5425f10f6a8f959d2ea0b9c2b1d79553551850539e4674"
+
+[[package]]
+name = "jobserver"
+version = "0.1.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49f1f14873335454500d59611f1cf4a4b0f786f9ac11f4312a78e4cf2566695b"
+checksum = "48d1dbcbbeb6a7fec7e059840aa538bd62aaccf972c7346c4d9d2059312853d0"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "jpeg-decoder"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5d4a7da358eff58addd2877a45865158f0d78c911d43a5784ceb7bbf52833b0"
 
 [[package]]
 name = "js-sys"
-version = "0.3.70"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1868808506b929d7b0cfa8f75951347aa71bb21144b7791bae35d9bccfcfe37a"
+checksum = "1cfaf33c695fc6e08064efbc1f72ec937429614f25eef83af942d0e227c3a28f"
 dependencies = [
+ "once_cell",
  "wasm-bindgen",
 ]
 
@@ -731,6 +1016,18 @@ dependencies = [
  "with_builtin_macros",
 ]
 
+[[package]]
+name = "juno_cava"
+version = "0.1.0"
+dependencies = [
+ "async-std",
+ "clap",
+ "hercules_rt",
+ "image",
+ "juno_build",
+ "with_builtin_macros",
+]
+
 [[package]]
 name = "juno_frontend"
 version = "0.1.0"
@@ -814,11 +1111,27 @@ version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
+[[package]]
+name = "lebe"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "03087c2bad5e1034e8cace5926dec053fb3790248370865f5117a7d0213354c8"
+
 [[package]]
 name = "libc"
-version = "0.2.159"
+version = "0.2.169"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5aba8db14291edd000dfcc4d620c7ebfb122c613afb886ca8803fa4e128a20a"
+
+[[package]]
+name = "libfuzzer-sys"
+version = "0.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "561d97a539a36e26a9a5fad1ea11a3039a67714694aaa379433e580854bc3dc5"
+checksum = "9b9569d2f74e257076d8c6bfa73fb505b46b851e51ddaecc825944aa3bed17fa"
+dependencies = [
+ "arbitrary",
+ "cc",
+]
 
 [[package]]
 name = "libredox"
@@ -826,16 +1139,16 @@ version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c0ff37bd590ca25063e35af745c343cb7a0271906fb7b37e4813e8f79f00268d"
 dependencies = [
- "bitflags",
+ "bitflags 2.7.0",
  "libc",
  "redox_syscall",
 ]
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.4.14"
+version = "0.4.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78b3ae25bc7c8c38cec158d1f2757ee79e9b3740fbc7ccf0e59e4b08d793fa89"
+checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
 
 [[package]]
 name = "lock_api"
@@ -856,11 +1169,20 @@ dependencies = [
  "value-bag",
 ]
 
+[[package]]
+name = "loop9"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0fae87c125b03c1d2c0150c90365d7d6bcc53fb73a9acaef207d2d065860f062"
+dependencies = [
+ "imgref",
+]
+
 [[package]]
 name = "lrlex"
-version = "0.13.7"
+version = "0.13.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05863fdac293d1bc74f0cd91512933a5ab67e0cb607dc78ac4984be089456b49"
+checksum = "6fe1e8741f737ba4b6d781f716051df6375ff0488d57ee23822a2cdba1c3dc7a"
 dependencies = [
  "cfgrammar",
  "getopts",
@@ -876,9 +1198,9 @@ dependencies = [
 
 [[package]]
 name = "lrpar"
-version = "0.13.7"
+version = "0.13.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b1ecae55cf667db308d3555e22b20bcc28eaeca0c95a09b37171673be157c71"
+checksum = "19c61bcff4c1dd2deb9567ea868237828a8cd179c3f64106f6726656e372421d"
 dependencies = [
  "bincode",
  "cactus",
@@ -898,9 +1220,9 @@ dependencies = [
 
 [[package]]
 name = "lrtable"
-version = "0.13.7"
+version = "0.13.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d42d2752cb50a171efadda0cb6fa97432e8bf05accfff3eed320b87e80a2f69e"
+checksum = "49e35162de3a5d91b380f8ebb31fc6c5e9a4618276465df4725ff1f88613312b"
 dependencies = [
  "cfgrammar",
  "fnv",
@@ -922,6 +1244,16 @@ dependencies = [
  "with_builtin_macros",
 ]
 
+[[package]]
+name = "maybe-rayon"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ea1f30cedd69f0a2954655f7188c6a834246d2bcf1e315e2ac40c4b24dc9519"
+dependencies = [
+ "cfg-if",
+ "rayon",
+]
+
 [[package]]
 name = "memchr"
 version = "2.7.4"
@@ -934,6 +1266,22 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
+[[package]]
+name = "miniz_oxide"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ffbe83022cedc1d264172192511ae958937694cd57ce297164951b8b3568394"
+dependencies = [
+ "adler2",
+ "simd-adler32",
+]
+
+[[package]]
+name = "new_debug_unreachable"
+version = "1.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "650eef8c711430f1a879fdd01d4745a7deea475becfb90269c06775983bbf086"
+
 [[package]]
 name = "nom"
 version = "7.1.3"
@@ -944,6 +1292,12 @@ dependencies = [
  "minimal-lexical",
 ]
 
+[[package]]
+name = "noop_proc_macro"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0676bb32a98c1a483ce53e500a81ad9c3d5b3f7c920c28c24e9cb0980d0b5bc8"
+
 [[package]]
 name = "num-bigint"
 version = "0.4.6"
@@ -960,6 +1314,17 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
 
+[[package]]
+name = "num-derive"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.96",
+]
+
 [[package]]
 name = "num-integer"
 version = "0.1.46"
@@ -1006,9 +1371,9 @@ checksum = "1261fe7e33c73b354eab43b1273a57c8f967d0391e80353e51f764ac02cf6775"
 
 [[package]]
 name = "ordered-float"
-version = "4.3.0"
+version = "4.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44d501f1a72f71d3c063a6bbc8f7271fa73aa09fe5d6283b6571e2ed176a2537"
+checksum = "7bb71e1b3fa6ca1c61f383464aaf2bb0e2f8e772a1f01d486832464de363b951"
 dependencies = [
  "num-traits",
  "rand",
@@ -1031,11 +1396,17 @@ version = "2.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f38d5652c16fde515bb1ecef450ab0f6a219d619a7274976324d5e377f7dceba"
 
+[[package]]
+name = "paste"
+version = "1.0.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a"
+
 [[package]]
 name = "phf"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc"
+checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
 dependencies = [
  "phf_macros",
  "phf_shared",
@@ -1043,9 +1414,9 @@ dependencies = [
 
 [[package]]
 name = "phf_generator"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0"
+checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
 dependencies = [
  "phf_shared",
  "rand",
@@ -1053,31 +1424,31 @@ dependencies = [
 
 [[package]]
 name = "phf_macros"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3444646e286606587e49f3bcf1679b8cef1dc2c5ecc29ddacaffc305180d464b"
+checksum = "f84ac04429c13a7ff43785d75ad27569f2951ce0ffd30a3321230db2fc727216"
 dependencies = [
  "phf_generator",
  "phf_shared",
  "proc-macro2",
  "quote",
- "syn 2.0.79",
+ "syn 2.0.96",
 ]
 
 [[package]]
 name = "phf_shared"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b"
+checksum = "67eabc2ef2a60eb7faa00097bd1ffdb5bd28e62bf39990626a582201b7a754e5"
 dependencies = [
  "siphasher",
 ]
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.14"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bda66fc9667c18cb2758a2ac84d1167245054bcf85d5d1aaa6923f45801bdd02"
+checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
 
 [[package]]
 name = "pin-utils"
@@ -1096,11 +1467,30 @@ dependencies = [
  "futures-io",
 ]
 
+[[package]]
+name = "pkg-config"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "953ec861398dccce10c670dfeaf3ec4911ca479e9c02154b3a215178c5f566f2"
+
+[[package]]
+name = "png"
+version = "0.17.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "82151a2fc869e011c153adc57cf2789ccb8d9906ce52c0b39a6b5697749d7526"
+dependencies = [
+ "bitflags 1.3.2",
+ "crc32fast",
+ "fdeflate",
+ "flate2",
+ "miniz_oxide",
+]
+
 [[package]]
 name = "polling"
-version = "3.7.3"
+version = "3.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc2790cd301dec6cd3b7a025e4815cf825724a51c98dccfe6a3e55f05ffb6511"
+checksum = "a604568c3202727d1507653cb121dbd627a58684eb09a820fd746bee38b4442f"
 dependencies = [
  "cfg-if",
  "concurrent-queue",
@@ -1108,14 +1498,14 @@ dependencies = [
  "pin-project-lite",
  "rustix",
  "tracing",
- "windows-sys 0.59.0",
+ "windows-sys",
 ]
 
 [[package]]
 name = "postcard"
-version = "1.0.10"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f7f0a8d620d71c457dd1d47df76bb18960378da56af4527aaa10f515eee732e"
+checksum = "170a2601f67cc9dba8edd8c4870b15f71a6a2dc196daec8c83f72b59dff628a8"
 dependencies = [
  "cobs",
  "embedded-io 0.4.0",
@@ -1141,18 +1531,52 @@ dependencies = [
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.86"
+version = "1.0.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e719e8df665df0d1c8fbfd238015744736151d4445ec0836b8e628aae103b77"
+checksum = "60946a68e5f9d28b0dc1c21bb8a97ee7d018a8b322fa57838ba31cc878e22d99"
 dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "profiling"
+version = "1.0.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "afbdc74edc00b6f6a218ca6a5364d6226a259d4b8ea1af4a0ea063f27e179f4d"
+dependencies = [
+ "profiling-procmacros",
+]
+
+[[package]]
+name = "profiling-procmacros"
+version = "1.0.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a65f2e60fbf1063868558d69c6beacf412dc755f9fc020f514b7955fc914fe30"
+dependencies = [
+ "quote",
+ "syn 2.0.96",
+]
+
+[[package]]
+name = "qoi"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f6d64c71eb498fe9eae14ce4ec935c555749aef511cca85b5568910d6e48001"
+dependencies = [
+ "bytemuck",
+]
+
+[[package]]
+name = "quick-error"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a993555f31e5a609f617c12db6250dedcac1b0a85076912c436e6fc9b2c8e6a3"
+
 [[package]]
 name = "quote"
-version = "1.0.37"
+version = "1.0.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5b9d34b8991d19d98081b46eacdd8eb58c6f2b201139f7c5f643cc155a633af"
+checksum = "0e4dccaaaf89514f546c693ddc140f729f958c247918a13380cccc6078391acc"
 dependencies = [
  "proc-macro2",
 ]
@@ -1195,20 +1619,90 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "rav1e"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd87ce80a7665b1cce111f8a16c1f3929f6547ce91ade6addf4ec86a8dda5ce9"
+dependencies = [
+ "arbitrary",
+ "arg_enum_proc_macro",
+ "arrayvec",
+ "av1-grain",
+ "bitstream-io",
+ "built",
+ "cfg-if",
+ "interpolate_name",
+ "itertools 0.12.1",
+ "libc",
+ "libfuzzer-sys",
+ "log",
+ "maybe-rayon",
+ "new_debug_unreachable",
+ "noop_proc_macro",
+ "num-derive",
+ "num-traits",
+ "once_cell",
+ "paste",
+ "profiling",
+ "rand",
+ "rand_chacha",
+ "simd_helpers",
+ "system-deps",
+ "thiserror",
+ "v_frame",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "ravif"
+version = "0.11.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2413fd96bd0ea5cdeeb37eaf446a22e6ed7b981d792828721e74ded1980a45c6"
+dependencies = [
+ "avif-serialize",
+ "imgref",
+ "loop9",
+ "quick-error",
+ "rav1e",
+ "rayon",
+ "rgb",
+]
+
+[[package]]
+name = "rayon"
+version = "1.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
+dependencies = [
+ "either",
+ "rayon-core",
+]
+
+[[package]]
+name = "rayon-core"
+version = "1.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2"
+dependencies = [
+ "crossbeam-deque",
+ "crossbeam-utils",
+]
+
 [[package]]
 name = "redox_syscall"
-version = "0.5.7"
+version = "0.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b6dfecf2c74bce2466cabf93f6664d6998a69eb21e39f4207930065b27b771f"
+checksum = "03a862b389f93e68874fbf580b9de08dd02facb9a788ebadaf4a3fd33cf58834"
 dependencies = [
- "bitflags",
+ "bitflags 2.7.0",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38200e5ee88914975b69f657f0801b6f6dccafd44fd9326302a4aaeecfacb1d8"
+checksum = "b544ef1b4eac5dc2db33ea63606ae9ffcfac26c1416a2806ae0bf5f56b201191"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -1218,9 +1712,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.8"
+version = "0.4.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "368758f23274712b504848e9d5a6f010445cc8b87a7cdb4d7cbee666c1288da3"
+checksum = "809e8dc61f6de73b46c85f4c96486310fe304c434cfa43669d7b40f711150908"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -1233,6 +1727,12 @@ version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
 
+[[package]]
+name = "rgb"
+version = "0.8.50"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57397d16646700483b67d2dd6511d79318f9d057fdbd21a4066aeac8b41d310a"
+
 [[package]]
 name = "ron"
 version = "0.8.1"
@@ -1240,7 +1740,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b91f7eff05f748767f183df4320a63d6936e9c6107d97c9e6bdd9784f4289c94"
 dependencies = [
  "base64",
- "bitflags",
+ "bitflags 2.7.0",
  "serde",
  "serde_derive",
 ]
@@ -1256,22 +1756,22 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.37"
+version = "0.38.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8acb788b847c24f28525660c4d7758620a7210875711f79e7f663cc152726811"
+checksum = "a78891ee6bf2340288408954ac787aa063d8e8817e9f53abb37c695c6d834ef6"
 dependencies = [
- "bitflags",
+ "bitflags 2.7.0",
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.52.0",
+ "windows-sys",
 ]
 
 [[package]]
 name = "rustversion"
-version = "1.0.17"
+version = "1.0.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "955d28af4278de8121b7ebeb796b6a45735dc01436d898801014aced2773a3d6"
+checksum = "f7c45b9784283f1b2e7fb61b42047c2fd678ef0960d4f6f1eba131594cc369d4"
 
 [[package]]
 name = "scopeguard"
@@ -1281,35 +1781,65 @@ checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
 [[package]]
 name = "semver"
-version = "1.0.23"
+version = "1.0.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61697e0a1c7e512e84a621326239844a24d8207b4669b41bc18b32ea5cbf988b"
+checksum = "3cb6eb87a131f756572d7fb904f6e7b68633f09cca868c5df1c4b8d1a694bbba"
 
 [[package]]
 name = "serde"
-version = "1.0.210"
+version = "1.0.217"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8e3592472072e6e22e0a54d5904d9febf8508f65fb8552499a1abc7d1078c3a"
+checksum = "02fc4265df13d6fa1d00ecff087228cc0a2b5f3c0e87e258d8b94a156e984c70"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.210"
+version = "1.0.217"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "243902eda00fad750862fc144cea25caca5e20d615af0a81bee94ca738f1df1f"
+checksum = "5a9bf7cf98d04a2b28aead066b7496853d4779c9cc183c440dbac457641e19a0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.79",
+ "syn 2.0.96",
+]
+
+[[package]]
+name = "serde_spanned"
+version = "0.6.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87607cb1398ed59d48732e575a4c28a7a8ebf2454b964fe3f224f2afc07909e1"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "shlex"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
+
+[[package]]
+name = "simd-adler32"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
+
+[[package]]
+name = "simd_helpers"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95890f873bec569a0362c235787f3aca6e1e887302ba4840839bcc6459c42da6"
+dependencies = [
+ "quote",
 ]
 
 [[package]]
 name = "siphasher"
-version = "0.3.11"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
+checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
 
 [[package]]
 name = "slab"
@@ -1320,11 +1850,17 @@ dependencies = [
  "autocfg",
 ]
 
+[[package]]
+name = "smallvec"
+version = "1.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
+
 [[package]]
 name = "sparsevec"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35df5d2e580b29f3f7ec5b4ed49b0ab3acf7f3624122b3e823cafb9630f293b8"
+checksum = "91ef4657ebc254f6e84a863cb495c2feb60e5b48eba5141bf2bbbe202adb65b4"
 dependencies = [
  "num-traits",
  "packedvec",
@@ -1372,15 +1908,28 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.79"
+version = "2.0.96"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89132cd0bf050864e1d38dc3bbc07a0eb8e7530af26344d3d2bbbef83499f590"
+checksum = "d5d0adab1ae378d7f53bdebc67a39f1f151407ef230f0ce2883572f5d8985c80"
 dependencies = [
  "proc-macro2",
  "quote",
  "unicode-ident",
 ]
 
+[[package]]
+name = "system-deps"
+version = "6.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3e535eb8dded36d55ec13eddacd30dec501792ff23a0b1682c38601b8cf2349"
+dependencies = [
+ "cfg-expr",
+ "heck",
+ "pkg-config",
+ "toml",
+ "version-compare",
+]
+
 [[package]]
 name = "take_mut"
 version = "0.2.2"
@@ -1393,24 +1942,62 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
 
+[[package]]
+name = "target-lexicon"
+version = "0.12.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
+
 [[package]]
 name = "tempfile"
-version = "3.13.0"
+version = "3.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0f2c9fc62d0beef6951ccffd757e241266a2c833136efbe35af6cd2567dca5b"
+checksum = "9a8a559c81686f576e8cd0290cd2a24a2a9ad80c98b3478856500fcbd7acd704"
 dependencies = [
  "cfg-if",
  "fastrand",
+ "getrandom",
  "once_cell",
  "rustix",
- "windows-sys 0.59.0",
+ "windows-sys",
+]
+
+[[package]]
+name = "thiserror"
+version = "1.0.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
+dependencies = [
+ "thiserror-impl",
+]
+
+[[package]]
+name = "thiserror-impl"
+version = "1.0.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.96",
+]
+
+[[package]]
+name = "tiff"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba1310fcea54c6a9a4fd1aad794ecc02c31682f6bfbecdf460bf19533eed1e3e"
+dependencies = [
+ "flate2",
+ "jpeg-decoder",
+ "weezl",
 ]
 
 [[package]]
 name = "time"
-version = "0.3.36"
+version = "0.3.37"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5dfd88e563464686c916c7e46e623e520ddc6d79fa6641390f2e3fa86e83e885"
+checksum = "35e7868883861bd0e56d9ac6efcaaca0d6d5d82a2a7ec8209ff492c07cf37b21"
 dependencies = [
  "deranged",
  "itoa",
@@ -1431,19 +2018,53 @@ checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3"
 
 [[package]]
 name = "time-macros"
-version = "0.2.18"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f252a68540fde3a3877aeea552b832b40ab9a69e318efd078774a01ddee1ccf"
+checksum = "2834e6017e3e5e4b9834939793b282bc03b37a3336245fa820e35e233e2a85de"
 dependencies = [
  "num-conv",
  "time-core",
 ]
 
+[[package]]
+name = "toml"
+version = "0.8.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a1ed1f98e3fdc28d6d910e6737ae6ab1a93bf1985935a1193e68f93eeb68d24e"
+dependencies = [
+ "serde",
+ "serde_spanned",
+ "toml_datetime",
+ "toml_edit",
+]
+
+[[package]]
+name = "toml_datetime"
+version = "0.6.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0dd7358ecb8fc2f8d014bf86f6f638ce72ba252a2c3a2572f2a795f1d23efb41"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "toml_edit"
+version = "0.22.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ae48d6208a266e853d946088ed816055e556cc6028c5e8e2b84d9fa5dd7c7f5"
+dependencies = [
+ "indexmap",
+ "serde",
+ "serde_spanned",
+ "toml_datetime",
+ "winnow",
+]
+
 [[package]]
 name = "tracing"
-version = "0.1.40"
+version = "0.1.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3523ab5a71916ccf420eebdf5521fcef02141234bbc0b8a49f2fdc4544364ef"
+checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
 dependencies = [
  "pin-project-lite",
  "tracing-core",
@@ -1451,15 +2072,15 @@ dependencies = [
 
 [[package]]
 name = "tracing-core"
-version = "0.1.32"
+version = "0.1.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
+checksum = "e672c95779cf947c5311f83787af4fa8fffd12fb27e4993211a84bdfd9610f9c"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.13"
+version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91b56cd4cadaeb79bbf1a5645f6b4f8dc5bde8834ad5894a8db35fda9efa1fe"
+checksum = "adb9e6ca4f869e1180728b7950e35922a7fc6397f7b641499e8f3ef06e50dc83"
 
 [[package]]
 name = "unicode-width"
@@ -1473,11 +2094,22 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
+[[package]]
+name = "v_frame"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6f32aaa24bacd11e488aa9ba66369c7cd514885742c9fe08cfe85884db3e92b"
+dependencies = [
+ "aligned-vec",
+ "num-traits",
+ "wasm-bindgen",
+]
+
 [[package]]
 name = "value-bag"
-version = "1.9.0"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a84c137d37ab0142f0f2ddfe332651fdbf252e7b7dbb4e67b6c1f1b2e925101"
+checksum = "3ef4c4aa54d5d05a279399bfa921ec387b7aba77caf7a682ae8d86785b8fdad2"
 
 [[package]]
 name = "vergen"
@@ -1490,6 +2122,12 @@ dependencies = [
  "time",
 ]
 
+[[package]]
+name = "version-compare"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "852e951cb7832cb45cb1169900d19760cfa39b82bc0ea9c0e5a14ae88411c98b"
+
 [[package]]
 name = "vob"
 version = "3.0.3"
@@ -1509,47 +2147,48 @@ checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a82edfc16a6c469f5f44dc7b571814045d60404b55a0ee849f9bcfa2e63dd9b5"
+checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
 dependencies = [
  "cfg-if",
  "once_cell",
+ "rustversion",
  "wasm-bindgen-macro",
 ]
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9de396da306523044d3302746f1208fa71d7532227f15e347e2d93e4145dd77b"
+checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
 dependencies = [
  "bumpalo",
  "log",
- "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.79",
+ "syn 2.0.96",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.43"
+version = "0.4.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61e9300f63a621e96ed275155c108eb6f843b6a26d053f122ab69724559dc8ed"
+checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61"
 dependencies = [
  "cfg-if",
  "js-sys",
+ "once_cell",
  "wasm-bindgen",
  "web-sys",
 ]
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "585c4c91a46b072c92e908d99cb1dcdf95c5218eeb6f3bf1efa991ee7a68cccf"
+checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -1557,41 +2196,41 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "afc340c74d9005395cf9dd098506f7f44e38f2b4a21c6aaacf9a105ea5e1e836"
+checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.79",
+ "syn 2.0.96",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.93"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c62a0a307cb4a311d3a07867860911ca130c3494e8c2719593806c08bc5d0484"
+checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
+dependencies = [
+ "unicode-ident",
+]
 
 [[package]]
 name = "web-sys"
-version = "0.3.70"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26fdeaafd9bd129f65e7c031593c24d62186301e0c72c8978fa1678be7d532c0"
+checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
 ]
 
 [[package]]
-name = "windows-sys"
-version = "0.52.0"
+name = "weezl"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
-dependencies = [
- "windows-targets",
-]
+checksum = "53a85b86a771b1c87058196170769dd264f66c0782acf1ae6cc51bfd64b39082"
 
 [[package]]
 name = "windows-sys"
@@ -1666,6 +2305,15 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
+[[package]]
+name = "winnow"
+version = "0.6.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c8d71a593cc5c42ad7876e2c1fda56f314f3754c084128833e64f1345ff8a03a"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "with_builtin_macros"
 version = "0.1.0"
@@ -1713,5 +2361,29 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.79",
+ "syn 2.0.96",
+]
+
+[[package]]
+name = "zune-core"
+version = "0.4.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f423a2c17029964870cfaabb1f13dfab7d092a62a29a89264f4d36990ca414a"
+
+[[package]]
+name = "zune-inflate"
+version = "0.2.54"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73ab332fe2f6680068f3582b16a24f90ad7096d5d39b974d1c0aff0125116f02"
+dependencies = [
+ "simd-adler32",
+]
+
+[[package]]
+name = "zune-jpeg"
+version = "0.4.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "99a5bab8d7dedf81405c4bb1f2b83ea057643d9cb28778cea9eecddeedd2e028"
+dependencies = [
+ "zune-core",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 86307fd8..867d88fb 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,4 +27,6 @@ members = [
 	"juno_samples/nested_ccp",
 	"juno_samples/antideps",
 	"juno_samples/implicit_clone",
+
+  "juno_samples/cava",
 ]
diff --git a/hercules_cg/src/cpu.rs b/hercules_cg/src/cpu.rs
index 3f600fc0..117e4f1d 100644
--- a/hercules_cg/src/cpu.rs
+++ b/hercules_cg/src/cpu.rs
@@ -848,7 +848,7 @@ fn convert_intrinsic(intrinsic: &Intrinsic, ty: &Type) -> String {
         Intrinsic::Log2 => "log2",
         Intrinsic::Max => {
             if ty.is_float() {
-                "max"
+                "maxnum"
             } else if ty.is_unsigned() {
                 "umax"
             } else if ty.is_signed() {
@@ -859,7 +859,7 @@ fn convert_intrinsic(intrinsic: &Intrinsic, ty: &Type) -> String {
         }
         Intrinsic::Min => {
             if ty.is_float() {
-                "min"
+                "minnum"
             } else if ty.is_unsigned() {
                 "umin"
             } else if ty.is_signed() {
diff --git a/juno_frontend/src/dynconst.rs b/juno_frontend/src/dynconst.rs
index 786633be..defab822 100644
--- a/juno_frontend/src/dynconst.rs
+++ b/juno_frontend/src/dynconst.rs
@@ -324,7 +324,7 @@ impl DynConst {
             .map(|(v, p)| self.build_power(builder, v, *p))
             .collect::<Vec<_>>()
             .into_iter()
-            .reduce(|x, y| builder.create_dynamic_constant_add(x, y));
+            .reduce(|x, y| builder.create_dynamic_constant_mul(x, y));
 
         match term_id {
             None => {
diff --git a/juno_samples/cava/Cargo.toml b/juno_samples/cava/Cargo.toml
new file mode 100644
index 00000000..ff375d80
--- /dev/null
+++ b/juno_samples/cava/Cargo.toml
@@ -0,0 +1,20 @@
+[package]
+name = "juno_cava"
+version = "0.1.0"
+authors = ["Aaron Councilman <aaronjc4@illinois.edu>"]
+edition = "2021"
+
+[[bin]]
+name = "juno_cava"
+path = "src/main.rs"
+
+[build-dependencies]
+juno_build = { path = "../../juno_build" }
+
+[dependencies]
+juno_build = { path = "../../juno_build" }
+hercules_rt = { path = "../../hercules_rt" }
+async-std = "*"
+clap = { version = "*", features = ["derive"] }
+image = "*"
+with_builtin_macros = "0.1.0"
diff --git a/juno_samples/cava/build.rs b/juno_samples/cava/build.rs
new file mode 100644
index 00000000..929d3eba
--- /dev/null
+++ b/juno_samples/cava/build.rs
@@ -0,0 +1,10 @@
+extern crate juno_build;
+use juno_build::JunoCompiler;
+
+fn main() {
+    JunoCompiler::new()
+        .file_in_src("cava.jn")
+        .unwrap()
+        .build()
+        .unwrap();
+}
diff --git a/juno_samples/cava/cam_models/NikonD7000/README.txt b/juno_samples/cava/cam_models/NikonD7000/README.txt
new file mode 100644
index 00000000..632211d3
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/README.txt
@@ -0,0 +1,41 @@
+#####################################################################
+#
+# Camera Pipeline Model for Nikon D7000
+#
+#####################################################################
+
+
+#####################################################################
+# Description
+#####################################################################
+
+This directory contains model parameters for the Nikon D7000 camera
+under indoor lighting conditions and using the Normal camera 
+picture style. This model was created by Haiting Lin, Michael Brown,
+and others. Their methodology can be found in the PAMI paper entitled
+"A New In-Camera Imaging Model for Color Computer Vision and its
+Application". 
+
+#####################################################################
+# White Balance Setting Codes
+#####################################################################
+
+Tu -  3 - Tungsten
+Fs -  4 - Flash
+Su -  9 - Sunny
+Cl - 10 - Cloudy
+Sh - 11 - Shade
+Fl - 14 - Fluorescent
+
+#####################################################################
+# Useful Links
+#####################################################################
+
+More models (see Data sets):
+http://www.comp.nus.edu.sg/~brown/radiometric_calibration/
+
+Readme for model format:
+http://www.comp.nus.edu.sg/~brown/radiometric_calibration/datasets/Model_param/readme.pdf
+
+This model:
+http://www.comp.nus.edu.sg/~brown/radiometric_calibration/datasets/Model_param/NikonD7000_Indoor20110507_4s/N.zip
diff --git a/juno_samples/cava/cam_models/NikonD7000/jpg2raw_coefs.txt b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_coefs.txt
new file mode 100644
index 00000000..44db3fe6
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_coefs.txt
@@ -0,0 +1,3707 @@
+3706
+0.199104 0.010938 0.083195
+0.741763 -0.008637 0.011017
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+0.121365 0.107614 -0.088161
+0.195959 0.165255 0.299970
+0.085591 0.157805 0.046493
+0.074547 -0.016082 -0.023145
+0.034176 0.054242 0.015636
+0.178153 0.236293 0.080039
+0.049390 0.056921 -0.057176
+0.009435 0.031462 0.037775
+0.079184 -0.005697 -0.019988
+-0.012992 -0.057463 0.039040
+-0.019679 -0.010376 0.023950
+0.208072 -0.003657 0.122055
+-0.016927 0.013494 0.191305
+-0.054155 0.015314 0.144512
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+-0.069292 0.064073 0.035905
+0.012799 0.029075 -0.002852
+0.013839 0.040321 -0.057911
+-0.011498 -0.037588 -0.015250
+-0.001225 0.046609 0.076223
+-0.006656 0.022484 -0.015983
+0.014134 0.034136 0.146289
+-0.012035 0.043997 -0.006363
+0.063324 0.065786 0.252921
+0.033554 0.000282 0.021120
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+-0.002846 0.082438 0.140061
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diff --git a/juno_samples/cava/cam_models/NikonD7000/jpg2raw_ctrlPoints.txt b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_ctrlPoints.txt
new file mode 100644
index 00000000..78234d6d
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_ctrlPoints.txt
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diff --git a/juno_samples/cava/cam_models/NikonD7000/jpg2raw_destPoints.txt b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_destPoints.txt
new file mode 100644
index 00000000..7dab6232
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_destPoints.txt
@@ -0,0 +1,3703 @@
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diff --git a/juno_samples/cava/cam_models/NikonD7000/jpg2raw_respFcns.txt b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_respFcns.txt
new file mode 100644
index 00000000..3ce91cc5
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_respFcns.txt
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diff --git a/juno_samples/cava/cam_models/NikonD7000/jpg2raw_transform.txt b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_transform.txt
new file mode 100644
index 00000000..66b21960
--- /dev/null
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diff --git a/juno_samples/cava/cam_models/NikonD7000/jpg2raw_validRange.txt b/juno_samples/cava/cam_models/NikonD7000/jpg2raw_validRange.txt
new file mode 100644
index 00000000..1504a088
--- /dev/null
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs.txt
new file mode 100644
index 00000000..a57c3046
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs_debug.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs_debug.txt
new file mode 100644
index 00000000..d011d51f
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_coefs_debug.txt
@@ -0,0 +1,7 @@
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints.txt
new file mode 100644
index 00000000..7dab6232
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints.txt
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints_debug.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints_debug.txt
new file mode 100644
index 00000000..a7cd58d6
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_ctrlPoints_debug.txt
@@ -0,0 +1,3 @@
+3702
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_destPoints.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_destPoints.txt
new file mode 100644
index 00000000..78234d6d
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_destPoints.txt
@@ -0,0 +1,3703 @@
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_respFcns.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_respFcns.txt
new file mode 100644
index 00000000..b5fff17d
--- /dev/null
+++ b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_respFcns.txt
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_transform.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_transform.txt
new file mode 100644
index 00000000..66b21960
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diff --git a/juno_samples/cava/cam_models/NikonD7000/raw2jpg_validRange.txt b/juno_samples/cava/cam_models/NikonD7000/raw2jpg_validRange.txt
new file mode 100644
index 00000000..1504a088
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diff --git a/juno_samples/cava/src/camera_model.rs b/juno_samples/cava/src/camera_model.rs
new file mode 100644
index 00000000..2a8d9dff
--- /dev/null
+++ b/juno_samples/cava/src/camera_model.rs
@@ -0,0 +1,168 @@
+use std::fs::File;
+use std::io::{BufRead, BufReader};
+use std::path::Path;
+use std::str::FromStr;
+
+use crate::Error;
+
+pub struct CamModel {
+    pub tstw: Vec<f32>,
+    pub num_ctrl_pts: usize,
+    pub ctrl_pts: Vec<f32>,
+    pub weights: Vec<f32>,
+    pub coefs: Vec<f32>,
+    pub tonemap: Vec<f32>,
+}
+
+pub fn load_cam_model<P: AsRef<Path>>(cam_model: P, chans: usize) -> Result<CamModel, Error> {
+    let (num_ctrl_pts, ctrl_pts) = load_ctrl_pts(&cam_model, chans)?;
+    let (weights, coefs) = load_weights_coefs(&cam_model, chans, num_ctrl_pts)?;
+
+    Ok(CamModel {
+        tstw: load_tstw(&cam_model, chans)?,
+        num_ctrl_pts,
+        ctrl_pts,
+        weights,
+        coefs,
+        tonemap: load_tonemap(&cam_model, chans)?,
+    })
+}
+
+fn load_tstw<P: AsRef<Path>>(cam_model: &P, chans: usize) -> Result<Vec<f32>, Error> {
+    let f = File::open(Path::join(cam_model.as_ref(), "raw2jpg_transform.txt"))?;
+    let f = BufReader::new(f);
+
+    // TODO: I don't understand this file and what this computation is doing, but I can't find any
+    // source even going back to the original repo
+    // NOTE: I've replaced the "wb_index" with the value it's provided in the HPVM repo (6)
+    let wb_base = 5 + 5 * (6 - 1);
+
+    let lines = f.lines().skip(wb_base).take(chans);
+
+    let mut tstw = vec![0.0; chans * chans];
+    let mut tstw_chunked = tstw.chunks_mut(chans).collect::<Vec<_>>();
+    let tstw_ref: &mut [&mut [f32]] = tstw_chunked.as_mut_slice();
+
+    for (i, line) in lines.enumerate() {
+        let line = line?;
+        let words = line.split_whitespace();
+        let mut count = 0;
+        for (j, word) in words.enumerate() {
+            // The HPVM version computes this data structure and then transposes it separately, but
+            // doing the transposition here since it makes more sense
+            tstw_ref[j][i] = f32::from_str(word)?;
+            count += 1;
+        }
+        assert_eq!(count, chans, "Missing tstw channels");
+    }
+
+    Ok(tstw)
+}
+
+fn load_ctrl_pts<P: AsRef<Path>>(cam_model: &P, chans: usize) -> Result<(usize, Vec<f32>), Error> {
+    let f = File::open(Path::join(cam_model.as_ref(), "raw2jpg_ctrlPoints.txt"))?;
+    let mut f = BufReader::new(f);
+
+    let mut first_line = String::new();
+    let _ = f.read_line(&mut first_line)?;
+    let num_ctrl_pts = usize::from_str(first_line.trim())?;
+
+    let mut ctrl_pts = vec![0.0; num_ctrl_pts * chans];
+    let mut ctrl_pts_chunked = ctrl_pts.chunks_mut(chans).collect::<Vec<_>>();
+    let result: &mut [&mut [f32]] = ctrl_pts_chunked.as_mut_slice();
+
+    for (i, line) in f.lines().enumerate() {
+        if i >= num_ctrl_pts {
+            break;
+        }
+
+        let line = line?;
+        let words = line.split_whitespace();
+        let mut count = 0;
+        for (j, word) in words.enumerate() {
+            result[i][j] = f32::from_str(word)?;
+            count += 1;
+        }
+        assert_eq!(count, chans, "Missing control point channel");
+    }
+
+    Ok((num_ctrl_pts, ctrl_pts))
+}
+
+fn load_weights_coefs<P: AsRef<Path>>(
+    cam_model: &P,
+    chans: usize,
+    num_ctrl_pts: usize,
+) -> Result<(Vec<f32>, Vec<f32>), Error> {
+    let f = File::open(Path::join(cam_model.as_ref(), "raw2jpg_coefs.txt"))?;
+    let mut f = BufReader::new(f);
+
+    let mut first_line = String::new();
+    let _ = f.read_line(&mut first_line)?;
+    let lines = usize::from_str(first_line.trim())?;
+
+    assert_eq!(lines, num_ctrl_pts + 4);
+
+    let mut weights = vec![0.0; num_ctrl_pts * chans];
+    let mut weights_chunked = weights.chunks_mut(chans).collect::<Vec<_>>();
+    let weights_dst: &mut [&mut [f32]] = weights_chunked.as_mut_slice();
+
+    let mut coefs = vec![0.0; 4 * chans];
+    let mut coefs_chunked = coefs.chunks_mut(chans).collect::<Vec<_>>();
+    let coefs_dst: &mut [&mut [f32]] = coefs_chunked.as_mut_slice();
+
+    for (i, line) in f.lines().enumerate() {
+        let line = line?;
+        let words = line.split_whitespace();
+
+        if i < num_ctrl_pts {
+            let mut count = 0;
+            for (j, word) in words.enumerate() {
+                weights_dst[i][j] = f32::from_str(word)?;
+                count += 1;
+            }
+            assert_eq!(count, chans, "Missing weight channel");
+        } else if i < num_ctrl_pts + 4 {
+            let mut count = 0;
+            for (j, word) in words.enumerate() {
+                coefs_dst[i - num_ctrl_pts][j] = f32::from_str(word)?;
+                count += 1;
+            }
+            assert_eq!(count, chans, "Missing coefficient channel");
+        } else {
+            break;
+        }
+    }
+
+    Ok((weights, coefs))
+}
+
+fn load_tonemap<P: AsRef<Path>>(cam_model: &P, chans: usize) -> Result<Vec<f32>, Error> {
+    let f = File::open(Path::join(cam_model.as_ref(), "raw2jpg_respFcns.txt"))?;
+    let mut f = BufReader::new(f);
+
+    let mut first_line = String::new();
+    let _ = f.read_line(&mut first_line)?;
+    // TODO: What does the first line mean? Should we use it for something?
+
+    let mut tonemap = vec![0.0; 256 * chans];
+    let mut tonemap_chunked = tonemap.chunks_mut(chans).collect::<Vec<_>>();
+    let result: &mut [&mut [f32]] = tonemap_chunked.as_mut_slice();
+
+    for (i, line) in f.lines().enumerate() {
+        if i >= 256 {
+            break;
+        }
+
+        let line = line?;
+        let words = line.split_whitespace();
+        let mut count = 0;
+        for (j, word) in words.enumerate() {
+            result[i][j] = f32::from_str(word)?;
+            count += 1;
+        }
+        assert_eq!(count, chans, "Missing tonemap channels");
+    }
+
+    Ok(tonemap)
+}
diff --git a/juno_samples/cava.jn b/juno_samples/cava/src/cava.jn
similarity index 84%
rename from juno_samples/cava.jn
rename to juno_samples/cava/src/cava.jn
index 9d398db1..fb51beeb 100644
--- a/juno_samples/cava.jn
+++ b/juno_samples/cava/src/cava.jn
@@ -22,7 +22,6 @@ fn medianMatrix<a : number, rows, cols : usize>(m : a[rows, cols]) -> a {
 }
 
 const CHAN : u64 = 3;
-const CTRL_PTS : u64 = 3702;
 
 fn scale<row : usize, col : usize>(input : u8[CHAN, row, col]) -> f32[CHAN, row, col] {
   let res : f32[CHAN, row, col];
@@ -57,7 +56,7 @@ fn demosaic<row : usize, col : usize>(input : f32[CHAN, row, col]) -> f32[CHAN,
 
   for r = 1 to row-1 {
     for c = 1 to col-1 {
-      if r % 2 == 0 && col % 2 == 0 {
+      if r % 2 == 0 && c % 2 == 0 {
         let R1 = input[0, r, c-1];
         let R2 = input[0, r, c+1];
         let B1 = input[2, r-1, c];
@@ -65,7 +64,7 @@ fn demosaic<row : usize, col : usize>(input : f32[CHAN, row, col]) -> f32[CHAN,
         res[0, r, c] = (R1 + R2) / 2;
         res[1, r, c] = input[1, r, c] * 2;
         res[2, r, c] = (B1 + B2) / 2;
-      } else if row % 2 == 0 && col % 2 == 1 {
+      } else if r % 2 == 0 && c % 2 == 1 {
         let G1 = input[1, r-1, c];
         let G2 = input[1, r+1, c];
         let G3 = input[1, r, c-1];
@@ -77,7 +76,7 @@ fn demosaic<row : usize, col : usize>(input : f32[CHAN, row, col]) -> f32[CHAN,
         res[0, r, c] = input[0, r, c];
         res[1, r, c] = (G1 + G2 + G3 + G4) / 2;
         res[2, r, c] = (B1 + B2 + B3 + B4) / 4;
-      } else if row % 2 == 1 && col % 2 == 0 {
+      } else if r % 2 == 1 && c % 2 == 0 {
         let R1 = input[0, r-1, c-1];
         let R2 = input[0, r+1, c-1];
         let R3 = input[0, r-1, c+1];
@@ -148,15 +147,18 @@ fn transform<row : usize, col : usize>
   return result;
 }
 
-fn gamut<row : usize, col : usize>
-  (input : f32[CHAN, row, col], ctrl_pts : f32[CTRL_PTS, CHAN],
-   weights  : f32[CTRL_PTS, CHAN], coefs : f32[4, CHAN]) -> f32[CHAN, row, col] {
+fn gamut<row : usize, col : usize, num_ctrl_pts : usize>(
+  input : f32[CHAN, row, col],
+  ctrl_pts : f32[num_ctrl_pts, CHAN],
+  weights  : f32[num_ctrl_pts, CHAN],
+  coefs : f32[4, CHAN]
+) -> f32[CHAN, row, col] {
   let result : f32[CHAN, row, col];
-  let l2_dist : f32[CTRL_PTS];
+  let l2_dist : f32[num_ctrl_pts];
 
   for r = 0 to row {
     for c = 0 to col {
-      for cp = 0 to CTRL_PTS {
+      for cp = 0 to num_ctrl_pts {
         let v1 = input[0, r, c] - ctrl_pts[cp, 0];
         let v2 = input[1, r, c] - ctrl_pts[cp, 1];
         let v3 = input[2, r, c] - ctrl_pts[cp, 2];
@@ -166,14 +168,14 @@ fn gamut<row : usize, col : usize>
 
       for chan = 0 to CHAN {
         let chan_val : f32 = 0.0;
-        for cp = 0 to CTRL_PTS {
+        for cp = 0 to num_ctrl_pts {
           chan_val += l2_dist[cp] * weights[cp, chan];
         }
 
         chan_val += coefs[0, chan] + coefs[1, chan] * input[0, r, c]
                                    + coefs[2, chan] * input[1, r, c]
                                    + coefs[3, chan] * input[2, r, c];
-        result[chan, row, col] = max!::<f32>(chan_val, 0);
+        result[chan, r, c] = max!::<f32>(chan_val, 0);
       }
     }
   }
@@ -182,7 +184,7 @@ fn gamut<row : usize, col : usize>
 }
 
 fn tone_map<row : usize, col:usize>
-  (input : f32[CHAN, row, col], tone_map : f32[255, CHAN]) -> f32[CHAN, row, col] {
+  (input : f32[CHAN, row, col], tone_map : f32[256, CHAN]) -> f32[CHAN, row, col] {
   let result : f32[CHAN, row, col];
 
   for chan = 0 to CHAN {
@@ -198,16 +200,19 @@ fn tone_map<row : usize, col:usize>
 }
 
 #[entry]
-fn cava<r, c : usize>(input : u8[CHAN, r, c], TsTw : f32[CHAN, CHAN],
-                      ctrl_pts : f32[CTRL_PTS, CHAN],
-                      weights : f32[CTRL_PTS, CHAN],
-                      coefs : f32[4, CHAN], tonemap : f32[255, CHAN]) 
-                        -> u8[CHAN, r, c] {
+fn cava<r, c, num_ctrl_pts : usize>(
+  input : u8[CHAN, r, c],
+  TsTw : f32[CHAN, CHAN],
+  ctrl_pts : f32[num_ctrl_pts, CHAN],
+  weights : f32[num_ctrl_pts, CHAN],
+  coefs : f32[4, CHAN],
+  tonemap : f32[256, CHAN]) 
+-> u8[CHAN, r, c] {
   let scaled = scale::<r, c>(input);
   let demosc = demosaic::<r, c>(scaled);
   let denosd = denoise::<r, c>(demosc);
   let transf = transform::<r, c>(denosd, TsTw);
-  let gamutd = gamut::<r, c>(transf, ctrl_pts, weights, coefs);
+  let gamutd = gamut::<r, c, num_ctrl_pts>(transf, ctrl_pts, weights, coefs);
   let tonemd = tone_map::<r, c>(gamutd, tonemap);
   return descale::<r, c>(tonemd);
 }
diff --git a/juno_samples/cava/src/cava_rust.rs b/juno_samples/cava/src/cava_rust.rs
new file mode 100644
index 00000000..fc2a5222
--- /dev/null
+++ b/juno_samples/cava/src/cava_rust.rs
@@ -0,0 +1,224 @@
+use std::cmp;
+
+pub const CHAN: usize = 3;
+
+fn f32_max(x: f32, y: f32) -> f32 {
+    x.max(y)
+}
+
+fn scale(rows: usize, cols: usize, input: &[u8]) -> Vec<f32> {
+    let mut output = vec![0.0; CHAN * rows * cols];
+
+    for chan in 0..CHAN {
+        for row in 0..rows {
+            for col in 0..cols {
+                let index = (chan * rows + row) * cols + col;
+                output[index] = input[index] as f32 * 1.0 / 255.0;
+            }
+        }
+    }
+
+    output
+}
+
+fn descale(rows: usize, cols: usize, input: &[f32]) -> Vec<u8> {
+    let mut output = vec![0; CHAN * rows * cols];
+
+    for chan in 0..CHAN {
+        for row in 0..rows {
+            for col in 0..cols {
+                let index = (chan * rows + row) * cols + col;
+                output[index] = cmp::min(cmp::max((input[index] * 255.0) as u8, 0), 255);
+            }
+        }
+    }
+
+    output
+}
+
+fn demosaic(rows: usize, cols: usize, input: &[f32]) -> Vec<f32> {
+    let mut result = vec![0.0; CHAN * rows * cols];
+
+    for row in 1..rows - 1 {
+        for col in 1..cols - 1 {
+            let index_0 = (0 * rows + row) * cols + col;
+            let index_1 = (1 * rows + row) * cols + col;
+            let index_2 = (2 * rows + row) * cols + col;
+            if row % 2 == 0 && col % 2 == 0 {
+                let r1 = input[index_0 - 1];
+                let r2 = input[index_0 + 1];
+                let b1 = input[index_2 - cols];
+                let b2 = input[index_2 + cols];
+                result[index_0] = (r1 + r2) / 2.0;
+                result[index_1] = input[index_1] * 2.0;
+                result[index_2] = (b1 + b2) / 2.0;
+            } else if row % 2 == 0 && col % 2 == 1 {
+                let g1 = input[index_1 - cols];
+                let g2 = input[index_1 + cols];
+                let g3 = input[index_1 - 1];
+                let g4 = input[index_1 + 1];
+                let b1 = input[index_2 - cols - 1];
+                let b2 = input[index_2 - cols + 1];
+                let b3 = input[index_2 + cols - 1];
+                let b4 = input[index_2 + cols + 1];
+                result[index_0] = input[index_0];
+                result[index_1] = (g1 + g2 + g3 + g4) / 2.0;
+                result[index_2] = (b1 + b2 + b3 + b4) / 4.0;
+            } else if row % 2 == 1 && col % 2 == 0 {
+                let r1 = input[index_0 - cols - 1];
+                let r2 = input[index_0 + cols - 1];
+                let r3 = input[index_0 - cols + 1];
+                let r4 = input[index_0 + cols + 1];
+                let g1 = input[index_1 - cols];
+                let g2 = input[index_1 + cols];
+                let g3 = input[index_1 - 1];
+                let g4 = input[index_1 + 1];
+                result[index_0] = (r1 + r2 + r3 + r4) / 4.0;
+                result[index_1] = (g1 + g2 + g3 + g4) / 2.0;
+                result[index_2] = input[index_2];
+            } else {
+                let r1 = input[index_0 - cols];
+                let r2 = input[index_0 + cols];
+                let b1 = input[index_2 - 1];
+                let b2 = input[index_2 + 1];
+                result[index_0] = (r1 + r2) / 2.0;
+                result[index_1] = input[index_1] * 2.0;
+                result[index_2] = (b1 + b2) / 2.0;
+            }
+        }
+    }
+
+    result
+}
+
+fn denoise(rows: usize, cols: usize, input: &[f32]) -> Vec<f32> {
+    let mut result = vec![0.0; CHAN * rows * cols];
+
+    for chan in 0..CHAN {
+        for row in 0..rows {
+            for col in 0..cols {
+                if row >= 1 && row < rows - 1 && col >= 1 && col < cols - 1 {
+                    let mut filter = [0.0; 9];
+                    for i in -1..=1 {
+                        for j in -1..=1 {
+                            let index = (i + 1) as usize * 3 + (j + 1) as usize;
+                            filter[index] = input[(chan * rows + (i + row as i64) as usize) * cols
+                                + (j + col as i64) as usize];
+                        }
+                    }
+                    filter.sort_by(|a, b| a.total_cmp(b));
+                    result[(chan * rows + row) * cols + col] = filter[4];
+                } else {
+                    result[(chan * rows + row) * cols + col] =
+                        input[(chan * rows + row) * cols + col];
+                }
+            }
+        }
+    }
+
+    result
+}
+
+fn transform(rows: usize, cols: usize, input: &[f32], tstw_trans: &[f32]) -> Vec<f32> {
+    let mut result = vec![0.0; CHAN * rows * cols];
+
+    for chan in 0..CHAN {
+        for row in 0..rows {
+            for col in 0..cols {
+                let index = (chan * rows + row) * cols + col;
+                let index_0 = (0 * rows + row) * cols + col;
+                let index_1 = (1 * rows + row) * cols + col;
+                let index_2 = (2 * rows + row) * cols + col;
+                let index_2d_0 = 0 * CHAN + chan;
+                let index_2d_1 = 1 * CHAN + chan;
+                let index_2d_2 = 2 * CHAN + chan;
+                result[index] = f32_max(
+                    input[index_0] * tstw_trans[index_2d_0]
+                        + input[index_1] * tstw_trans[index_2d_1]
+                        + input[index_2] * tstw_trans[index_2d_2],
+                    0.0,
+                );
+            }
+        }
+    }
+
+    result
+}
+
+fn gamut_map(
+    rows: usize,
+    cols: usize,
+    num_ctrl_pts: usize,
+    input: &[f32],
+    ctrl_pts: &[f32],
+    weights: &[f32],
+    coefs: &[f32],
+) -> Vec<f32> {
+    let mut result = vec![0.0; CHAN * rows * cols];
+    let mut l2_dist = vec![0.0; num_ctrl_pts];
+
+    for row in 0..rows {
+        for col in 0..cols {
+            for cp in 0..num_ctrl_pts {
+                let index_0 = (0 * rows + row) * cols + col;
+                let index_1 = (1 * rows + row) * cols + col;
+                let index_2 = (2 * rows + row) * cols + col;
+                let val1 = input[index_0] - ctrl_pts[cp * 3 + 0];
+                let val2 = input[index_1] - ctrl_pts[cp * 3 + 1];
+                let val3 = input[index_2] - ctrl_pts[cp * 3 + 2];
+                let val = val1 * val1 + val2 * val2 + val3 * val3;
+                let sqrt_val = val.sqrt();
+                l2_dist[cp] = sqrt_val;
+            }
+            for chan in 0..CHAN {
+                let mut chan_val = 0.0;
+                for cp in 0..num_ctrl_pts {
+                    chan_val += l2_dist[cp] * weights[cp * CHAN + chan];
+                }
+                chan_val += coefs[0 * CHAN + chan]
+                    + coefs[1 * CHAN + chan] * input[(0 * rows + row) * cols + col]
+                    + coefs[2 * CHAN + chan] * input[(1 * rows + row) * cols + col]
+                    + coefs[3 * CHAN + chan] * input[(2 * rows + row) * cols + col];
+                result[(chan * rows + row) * cols + col] = f32_max(chan_val, 0.0);
+            }
+        }
+    }
+
+    result
+}
+
+fn tone_map(rows: usize, cols: usize, input: &[f32], tone_map: &[f32]) -> Vec<f32> {
+    let mut result = vec![0.0; CHAN * rows * cols];
+
+    for chan in 0..CHAN {
+        for row in 0..rows {
+            for col in 0..cols {
+                let index = (chan * rows + row) * cols + col;
+                let x = (input[index] * 255.0) as u8 as usize;
+                result[index] = tone_map[x * CHAN + chan];
+            }
+        }
+    }
+
+    result
+}
+
+pub fn cava(
+    rows: usize,
+    cols: usize,
+    num_ctrl_pts: usize,
+    input: &[u8],
+    tstw: &[f32],
+    ctrl_pts: &[f32],
+    weights: &[f32],
+    coefs: &[f32],
+    tonemap: &[f32],
+) -> Vec<u8> {
+    let scaled = scale(rows, cols, input);
+    let demosc = demosaic(rows, cols, &scaled);
+    let denosd = denoise(rows, cols, &demosc);
+    let transf = transform(rows, cols, &denosd, tstw);
+    let gamutd = gamut_map(rows, cols, num_ctrl_pts, &transf, ctrl_pts, weights, coefs);
+    let tonemd = tone_map(rows, cols, &gamutd, tonemap);
+    return descale(rows, cols, &tonemd);
+}
diff --git a/juno_samples/cava/src/image_proc.rs b/juno_samples/cava/src/image_proc.rs
new file mode 100644
index 00000000..94a7c14f
--- /dev/null
+++ b/juno_samples/cava/src/image_proc.rs
@@ -0,0 +1,69 @@
+use image::*;
+use std::fs::File;
+use std::io::Read;
+use std::path::Path;
+
+use crate::{Error, CHAN};
+
+pub struct RawImage {
+    pub rows: usize,
+    pub cols: usize,
+    pub pixels: Vec<u8>,
+}
+
+fn read_bin_u32(f: &mut File) -> Result<u32, Error> {
+    let mut buffer = [0; 4];
+    f.read_exact(&mut buffer)?;
+    Ok(u32::from_le_bytes(buffer))
+}
+
+pub fn read_raw<P: AsRef<Path>>(image: P) -> Result<RawImage, Error> {
+    let mut file = File::open(image)?;
+    let rows = read_bin_u32(&mut file)? as usize;
+    let cols = read_bin_u32(&mut file)? as usize;
+    let chans = read_bin_u32(&mut file)? as usize;
+
+    assert!(
+        chans == CHAN,
+        "Channel size read from the binary file doesn't match the default value"
+    );
+
+    let size: usize = rows * cols * CHAN;
+    let mut buffer: Vec<u8> = vec![0; size];
+    // The file has pixels is a 3D array with dimensions height, width, channel
+    file.read_exact(&mut buffer)?;
+
+    let chunked_channels = buffer.chunks(CHAN).collect::<Vec<_>>();
+    let chunked = chunked_channels.chunks(cols).collect::<Vec<_>>();
+    let input: &[&[&[u8]]] = chunked.as_slice();
+
+    // We need the image in a 3D array with dimensions channel, height, width
+    let mut pixels: Vec<u8> = vec![0; size];
+    let mut pixels_columns = pixels.chunks_mut(cols).collect::<Vec<_>>();
+    let mut pixels_chunked = pixels_columns.chunks_mut(rows).collect::<Vec<_>>();
+    let result: &mut [&mut [&mut [u8]]] = pixels_chunked.as_mut_slice();
+
+    for row in 0..rows {
+        for col in 0..cols {
+            for chan in 0..CHAN {
+                result[chan][row][col] = input[row][col][chan];
+            }
+        }
+    }
+
+    Ok(RawImage { rows, cols, pixels })
+}
+
+pub fn extern_image(rows: usize, cols: usize, image: &[u8]) -> RgbImage {
+    let chunked_columns = image.chunks(cols).collect::<Vec<_>>();
+    let chunked = chunked_columns.chunks(rows).collect::<Vec<_>>();
+    let pixels: &[&[&[u8]]] = chunked.as_slice();
+
+    RgbImage::from_fn(cols as u32, rows as u32, |c, r| {
+        image::Rgb([
+            pixels[0][r as usize][c as usize],
+            pixels[1][r as usize][c as usize],
+            pixels[2][r as usize][c as usize],
+        ])
+    })
+}
diff --git a/juno_samples/cava/src/main.rs b/juno_samples/cava/src/main.rs
new file mode 100644
index 00000000..9c2f99a8
--- /dev/null
+++ b/juno_samples/cava/src/main.rs
@@ -0,0 +1,206 @@
+#![feature(future_join, box_as_ptr, let_chains)]
+
+mod camera_model;
+mod cava_rust;
+mod image_proc;
+
+use self::camera_model::*;
+use self::cava_rust::CHAN;
+use self::image_proc::*;
+
+use hercules_rt::HerculesBox;
+
+use image::ImageError;
+
+use clap::Parser;
+
+juno_build::juno!("cava");
+
+fn run_cava(
+    rows: usize,
+    cols: usize,
+    num_ctrl_pts: usize,
+    image: &[u8],
+    tstw: &[f32],
+    ctrl_pts: &[f32],
+    weights: &[f32],
+    coefs: &[f32],
+    tonemap: &[f32],
+) -> Box<[u8]> {
+    assert_eq!(image.len(), CHAN * rows * cols);
+    let image = HerculesBox::from_slice(image);
+
+    assert_eq!(tstw.len(), CHAN * CHAN);
+    let tstw = HerculesBox::from_slice(tstw);
+
+    assert_eq!(ctrl_pts.len(), num_ctrl_pts * CHAN);
+    let ctrl_pts = HerculesBox::from_slice(ctrl_pts);
+
+    assert_eq!(weights.len(), num_ctrl_pts * CHAN);
+    let weights = HerculesBox::from_slice(weights);
+
+    assert_eq!(coefs.len(), 4 * CHAN);
+    let coefs = HerculesBox::from_slice(coefs);
+
+    assert_eq!(tonemap.len(), 256 * CHAN);
+    let tonemap = HerculesBox::from_slice(tonemap);
+
+    async_std::task::block_on(async {
+        cava(
+            rows as u64,
+            cols as u64,
+            num_ctrl_pts as u64,
+            image,
+            tstw,
+            ctrl_pts,
+            weights,
+            coefs,
+            tonemap,
+        )
+        .await
+    }).as_slice::<u8>().into()
+}
+
+enum Error {
+    IOError(std::io::Error),
+    ImageError(image::ImageError),
+    ParseIntError(std::num::ParseIntError),
+    ParseFloatError(std::num::ParseFloatError),
+}
+
+impl std::fmt::Debug for Error {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            Error::IOError(err) => write!(f, "IO Error: {:?}", err),
+            Error::ImageError(err) => write!(f, "Image Error: {:?}", err),
+            Error::ParseIntError(err) => write!(f, "Parse Error: {:?}", err),
+            Error::ParseFloatError(err) => write!(f, "Parse Error: {:?}", err),
+        }
+    }
+}
+
+impl From<std::io::Error> for Error {
+    fn from(value: std::io::Error) -> Self {
+        Error::IOError(value)
+    }
+}
+
+impl From<ImageError> for Error {
+    fn from(value: ImageError) -> Self {
+        Error::ImageError(value)
+    }
+}
+
+impl From<std::num::ParseIntError> for Error {
+    fn from(value: std::num::ParseIntError) -> Self {
+        Error::ParseIntError(value)
+    }
+}
+
+impl From<std::num::ParseFloatError> for Error {
+    fn from(value: std::num::ParseFloatError) -> Self {
+        Error::ParseFloatError(value)
+    }
+}
+
+#[derive(Parser)]
+#[clap(author, version, about, long_about = None)]
+struct CavaInputs {
+    input: String,
+    #[clap(short, long, value_name = "PATH")]
+    output: Option<String>,
+    #[clap(short, long)]
+    verify: bool,
+    #[clap(long = "output-verify", value_name = "PATH")]
+    output_verify: Option<String>,
+    cam_model: String,
+}
+
+fn cava_harness(args: CavaInputs) {
+    let CavaInputs {
+        input,
+        output,
+        verify,
+        output_verify,
+        cam_model,
+    } = args;
+    let RawImage { rows, cols, pixels } = read_raw(input).expect("Error loading image");
+    let CamModel {
+        tstw,
+        num_ctrl_pts,
+        ctrl_pts,
+        weights,
+        coefs,
+        tonemap,
+    } = load_cam_model(cam_model, CHAN).expect("Error loading camera model");
+
+    let result = run_cava(
+        rows,
+        cols,
+        num_ctrl_pts,
+        &pixels,
+        &tstw,
+        &ctrl_pts,
+        &weights,
+        &coefs,
+        &tonemap,
+    );
+
+    if let Some(output) = output {
+        extern_image(rows, cols, &*result)
+            .save(output)
+            .expect("Error saving image");
+    }
+
+    if verify {
+        let cpu_result = cava_rust::cava(
+            rows,
+            cols,
+            num_ctrl_pts,
+            &pixels,
+            &tstw,
+            &ctrl_pts,
+            &weights,
+            &coefs,
+            &tonemap,
+        );
+
+        if let Some(output) = output_verify {
+            extern_image(rows, cols, &cpu_result)
+                .save(output)
+                .expect("Error saving verification image");
+        }
+
+        assert_eq!(result, cpu_result.into(), "Verification failed, mismatch");
+    }
+}
+
+fn main() {
+    let args = CavaInputs::parse();
+    cava_harness(args);
+}
+
+#[test]
+fn cava_test_small() {
+    cava_harness(CavaInputs {
+        input: "examples/raw_tulip-small.bin".to_string(),
+        output: None,
+        verify: true,
+        output_verify: None,
+        cam_model: "cam_models/NikonD7000".to_string(),
+    });
+}
+
+// Disabling the larger test because of how long it takes
+/*
+#[test]
+fn cava_test() {
+    cava_harness(CavaInputs {
+        input: "examples/raw_tulips.bin".to_string(),
+        output: None,
+        verify: true,
+        output_verify: None,
+        cam_model: "cam_models/NikonD7000".to_string(),
+    });
+}
+*/
-- 
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