diff --git a/zkvm-prover/Cargo.lock b/zkvm-prover/Cargo.lock
index f66a3b4377..7891fd37be 100644
--- a/zkvm-prover/Cargo.lock
+++ b/zkvm-prover/Cargo.lock
@@ -755,6 +755,15 @@ version = "1.0.96"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6b964d184e89d9b6b67dd2715bc8e74cf3107fb2b529990c90cf517326150bf4"
 
+[[package]]
+name = "approx"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cab112f0a86d568ea0e627cc1d6be74a1e9cd55214684db5561995f6dad897c6"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "ark-ff"
 version = "0.3.0"
@@ -1133,7 +1142,7 @@ dependencies = [
  "arrayvec",
  "bitcode_derive",
  "bytemuck",
- "glam",
+ "glam 0.30.0",
  "serde",
 ]
 
@@ -1314,6 +1323,20 @@ name = "bytemuck"
 version = "1.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ef657dfab802224e671f5818e9a4935f9b1957ed18e58292690cc39e7a4092a3"
+dependencies = [
+ "bytemuck_derive",
+]
+
+[[package]]
+name = "bytemuck_derive"
+version = "1.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fa76293b4f7bb636ab88fd78228235b5248b4d05cc589aed610f954af5d7c7a"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.98",
+]
 
 [[package]]
 name = "byteorder"
@@ -1509,7 +1532,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c"
 dependencies = [
  "lazy_static",
- "windows-sys 0.48.0",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -1730,6 +1753,52 @@ dependencies = [
  "cipher",
 ]
 
+[[package]]
+name = "cust"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0d6cc71911e179f12483b9734120b45bd00bf64fab085cc4818428523eedd469"
+dependencies = [
+ "bitflags 1.3.2",
+ "bytemuck",
+ "cust_core",
+ "cust_derive",
+ "cust_raw",
+ "find_cuda_helper",
+]
+
+[[package]]
+name = "cust_core"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "039f79662cb8f890cbf335e818cd522d6e3a53fe63f61d1aaaf859cd3d975f06"
+dependencies = [
+ "cust_derive",
+ "glam 0.20.5",
+ "mint",
+ "vek",
+]
+
+[[package]]
+name = "cust_derive"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8a3bc95fe629aed92b2423de6ccff9e40174b21d19cb6ee6281a4d04ac72f66"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "cust_raw"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fbf40d6ade12cb9828bbc844b9875c7b93d25e67a3c9bf61c7aa3ae09e402bf8"
+dependencies = [
+ "find_cuda_helper",
+]
+
 [[package]]
 name = "darling"
 version = "0.20.10"
@@ -1894,6 +1963,15 @@ dependencies = [
  "subtle",
 ]
 
+[[package]]
+name = "directories"
+version = "5.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a49173b84e034382284f27f1af4dcbbd231ffa358c0fe316541a7337f376a35"
+dependencies = [
+ "dirs-sys",
+]
+
 [[package]]
 name = "dirs"
 version = "5.0.1"
@@ -2291,6 +2369,15 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "find_cuda_helper"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f9f9e65c593dd01ac77daad909ea4ad17f0d6d1776193fc8ea766356177abdad"
+dependencies = [
+ "glob",
+]
+
 [[package]]
 name = "fixed-hash"
 version = "0.8.0"
@@ -2559,6 +2646,15 @@ dependencies = [
  "syn 2.0.98",
 ]
 
+[[package]]
+name = "glam"
+version = "0.20.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f43e957e744be03f5801a55472f593d43fabdebf25a4585db250f04d86b1675f"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "glam"
 version = "0.30.0"
@@ -2905,6 +3001,15 @@ dependencies = [
  "digest 0.10.7",
 ]
 
+[[package]]
+name = "home"
+version = "0.5.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "589533453244b0995c858700322199b2becb13b627df2851f64a2775d024abcf"
+dependencies = [
+ "windows-sys 0.59.0",
+]
+
 [[package]]
 name = "http"
 version = "0.2.12"
@@ -3494,7 +3599,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fc2f4eb4bc735547cfed7c0a4922cbd04a4655978c09b54f1f7b228750664c34"
 dependencies = [
  "cfg-if",
- "windows-targets 0.48.5",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -3613,6 +3718,16 @@ version = "0.7.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0e7465ac9959cc2b1404e8e2367b43684a6d13790fe23056cc8c6c5a6b7bcb94"
 
+[[package]]
+name = "matrixmultiply"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9380b911e3e96d10c1f415da0876389aaf1b56759054eeb0de7df940c456ba1a"
+dependencies = [
+ "autocfg",
+ "rawpointer",
+]
+
 [[package]]
 name = "maybe-rayon"
 version = "0.1.1"
@@ -3733,6 +3848,12 @@ dependencies = [
  "adler2",
 ]
 
+[[package]]
+name = "mint"
+version = "0.5.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e53debba6bda7a793e5f99b8dacf19e626084f525f7829104ba9898f367d85ff"
+
 [[package]]
 name = "mio"
 version = "1.0.3"
@@ -3802,6 +3923,20 @@ dependencies = [
  "tempfile",
 ]
 
+[[package]]
+name = "ndarray"
+version = "0.15.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
+dependencies = [
+ "matrixmultiply",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "rawpointer",
+ "rayon",
+]
+
 [[package]]
 name = "nibble_vec"
 version = "0.1.0"
@@ -3930,6 +4065,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
 dependencies = [
  "autocfg",
+ "libm",
 ]
 
 [[package]]
@@ -4939,7 +5075,7 @@ dependencies = [
 [[package]]
 name = "openvm-stark-backend"
 version = "1.0.0-rc.2"
-source = "git+https://github.com/openvm-org/stark-backend.git?rev=fdb808bec40ff21dce7e462c2c18dbb997207adb#fdb808bec40ff21dce7e462c2c18dbb997207adb"
+source = "git+ssh://git@github.com/scroll-tech/openvm-stark-gpu.git?branch=main#f564153fdf4b937c59f5ea792f64e5d2003d770c"
 dependencies = [
  "bitcode",
  "cfg-if",
@@ -4951,6 +5087,9 @@ dependencies = [
  "p3-challenger",
  "p3-commit",
  "p3-field",
+ "p3-gpu-backend",
+ "p3-gpu-base",
+ "p3-gpu-module",
  "p3-matrix",
  "p3-maybe-rayon",
  "p3-uni-stark",
@@ -4965,7 +5104,7 @@ dependencies = [
 [[package]]
 name = "openvm-stark-sdk"
 version = "1.0.0-rc.2"
-source = "git+https://github.com/openvm-org/stark-backend.git?rev=fdb808bec40ff21dce7e462c2c18dbb997207adb#fdb808bec40ff21dce7e462c2c18dbb997207adb"
+source = "git+ssh://git@github.com/scroll-tech/openvm-stark-gpu.git?branch=main#f564153fdf4b937c59f5ea792f64e5d2003d770c"
 dependencies = [
  "derivative",
  "derive_more 0.99.19",
@@ -4981,6 +5120,7 @@ dependencies = [
  "p3-dft",
  "p3-fri",
  "p3-goldilocks",
+ "p3-gpu-backend",
  "p3-keccak",
  "p3-merkle-tree",
  "p3-poseidon",
@@ -5050,7 +5190,7 @@ dependencies = [
 [[package]]
 name = "p3-air"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-field",
  "p3-matrix",
@@ -5059,7 +5199,7 @@ dependencies = [
 [[package]]
 name = "p3-baby-bear"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-field",
  "p3-mds",
@@ -5073,7 +5213,7 @@ dependencies = [
 [[package]]
 name = "p3-blake3"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "blake3",
  "p3-symmetric",
@@ -5083,7 +5223,7 @@ dependencies = [
 [[package]]
 name = "p3-bn254-fr"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "ff 0.13.0",
  "halo2curves",
@@ -5098,7 +5238,7 @@ dependencies = [
 [[package]]
 name = "p3-challenger"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-field",
  "p3-maybe-rayon",
@@ -5110,12 +5250,14 @@ dependencies = [
 [[package]]
 name = "p3-commit"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
+ "anyhow",
  "itertools 0.14.0",
  "p3-challenger",
  "p3-dft",
  "p3-field",
+ "p3-gpu-base",
  "p3-matrix",
  "p3-util",
  "serde",
@@ -5124,7 +5266,7 @@ dependencies = [
 [[package]]
 name = "p3-dft"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "p3-field",
@@ -5137,7 +5279,7 @@ dependencies = [
 [[package]]
 name = "p3-field"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "num-bigint 0.4.6",
@@ -5154,26 +5296,31 @@ dependencies = [
 [[package]]
 name = "p3-fri"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
+ "anyhow",
  "itertools 0.14.0",
  "p3-challenger",
  "p3-commit",
  "p3-dft",
  "p3-field",
+ "p3-gpu-backend",
+ "p3-gpu-base",
  "p3-interpolation",
  "p3-matrix",
  "p3-maybe-rayon",
+ "p3-merkle-tree",
  "p3-util",
  "rand",
  "serde",
  "tracing",
+ "zkhash",
 ]
 
 [[package]]
 name = "p3-goldilocks"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "num-bigint 0.4.6",
  "p3-dft",
@@ -5187,10 +5334,95 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "p3-gpu-backend"
+version = "0.1.0"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
+dependencies = [
+ "anyhow",
+ "bytemuck",
+ "cc",
+ "cust",
+ "cust_raw",
+ "ff 0.13.0",
+ "itertools 0.13.0",
+ "lazy_static",
+ "ndarray",
+ "once_cell",
+ "p3-baby-bear",
+ "p3-commit",
+ "p3-dft",
+ "p3-field",
+ "p3-gpu-base",
+ "p3-gpu-build",
+ "p3-interpolation",
+ "p3-matrix",
+ "p3-maybe-rayon",
+ "p3-poseidon2",
+ "p3-util",
+ "parking_lot 0.12.3",
+ "paste",
+ "rand",
+ "rand_core",
+ "rayon",
+ "serde",
+ "sppark",
+ "tracing",
+ "transpose",
+]
+
+[[package]]
+name = "p3-gpu-base"
+version = "0.1.0"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
+dependencies = [
+ "anyhow",
+ "bytemuck",
+ "cust",
+ "cust_raw",
+ "hex",
+ "lazy_static",
+ "p3-field",
+ "p3-matrix",
+ "parking_lot 0.12.3",
+ "tracing",
+]
+
+[[package]]
+name = "p3-gpu-build"
+version = "0.1.0"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
+dependencies = [
+ "cc",
+ "directories",
+ "hex",
+ "p3-gpu-field",
+ "sha2",
+ "tempfile",
+]
+
+[[package]]
+name = "p3-gpu-field"
+version = "0.1.0"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
+
+[[package]]
+name = "p3-gpu-module"
+version = "0.1.0"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
+dependencies = [
+ "itertools 0.14.0",
+ "p3-field",
+ "p3-gpu-base",
+ "p3-matrix",
+ "p3-util",
+ "tracing",
+]
+
 [[package]]
 name = "p3-interpolation"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-field",
  "p3-matrix",
@@ -5201,7 +5433,7 @@ dependencies = [
 [[package]]
 name = "p3-keccak"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "p3-field",
@@ -5213,21 +5445,23 @@ dependencies = [
 [[package]]
 name = "p3-keccak-air"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-air",
  "p3-field",
+ "p3-gpu-backend",
  "p3-matrix",
  "p3-maybe-rayon",
  "p3-util",
  "rand",
  "tracing",
+ "zkhash",
 ]
 
 [[package]]
 name = "p3-matrix"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "p3-field",
@@ -5242,7 +5476,7 @@ dependencies = [
 [[package]]
 name = "p3-maybe-rayon"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "rayon",
 ]
@@ -5250,7 +5484,7 @@ dependencies = [
 [[package]]
 name = "p3-mds"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "p3-dft",
@@ -5264,11 +5498,13 @@ dependencies = [
 [[package]]
 name = "p3-merkle-tree"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
+ "anyhow",
  "itertools 0.14.0",
  "p3-commit",
  "p3-field",
+ "p3-gpu-base",
  "p3-matrix",
  "p3-maybe-rayon",
  "p3-symmetric",
@@ -5281,7 +5517,7 @@ dependencies = [
 [[package]]
 name = "p3-monty-31"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "num-bigint 0.4.6",
@@ -5302,7 +5538,7 @@ dependencies = [
 [[package]]
 name = "p3-poseidon"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-field",
  "p3-mds",
@@ -5313,7 +5549,7 @@ dependencies = [
 [[package]]
 name = "p3-poseidon2"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "gcd",
  "p3-field",
@@ -5325,7 +5561,7 @@ dependencies = [
 [[package]]
 name = "p3-poseidon2-air"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "p3-air",
  "p3-field",
@@ -5341,7 +5577,7 @@ dependencies = [
 [[package]]
 name = "p3-symmetric"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "p3-field",
@@ -5351,7 +5587,7 @@ dependencies = [
 [[package]]
 name = "p3-uni-stark"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "itertools 0.14.0",
  "p3-air",
@@ -5369,7 +5605,7 @@ dependencies = [
 [[package]]
 name = "p3-util"
 version = "0.1.0"
-source = "git+https://github.com/Plonky3/Plonky3.git?rev=88d7f05#88d7f059500fd956a7c1eb121e08653e5974728d"
+source = "git+ssh://git@github.com/scroll-tech/plonky3-gpu.git?branch=openvm-v2#254a7bd2480a155d38eaa38ce5c56bc5d9727e28"
 dependencies = [
  "serde",
 ]
@@ -5948,6 +6184,12 @@ dependencies = [
  "bitflags 2.8.0",
 ]
 
+[[package]]
+name = "rawpointer"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
+
 [[package]]
 name = "rayon"
 version = "1.10.0"
@@ -8481,6 +8723,15 @@ dependencies = [
  "der",
 ]
 
+[[package]]
+name = "sppark"
+version = "0.1.8"
+source = "git+https://github.com/scroll-tech/sppark.git?branch=sp1-v3.0#07fe0de43a745a395dd718c735cdfe0cfc457b0a"
+dependencies = [
+ "cc",
+ "which",
+]
+
 [[package]]
 name = "stability"
 version = "0.2.1"
@@ -9434,6 +9685,18 @@ version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
 
+[[package]]
+name = "vek"
+version = "0.15.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8085882662f9bc47fc8b0cdafa5e19df8f592f650c02b9083da8d45ac9eebd17"
+dependencies = [
+ "approx",
+ "num-integer",
+ "num-traits",
+ "rustc_version 0.4.1",
+]
+
 [[package]]
 name = "version_check"
 version = "0.9.5"
@@ -9640,6 +9903,18 @@ dependencies = [
  "rustls-pki-types",
 ]
 
+[[package]]
+name = "which"
+version = "4.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87ba24419a2078cd2b0f2ede2691b6c66d8e47836da3b6db8265ebad47afbfc7"
+dependencies = [
+ "either",
+ "home",
+ "once_cell",
+ "rustix",
+]
+
 [[package]]
 name = "winapi"
 version = "0.3.9"
diff --git a/zkvm-prover/Cargo.toml b/zkvm-prover/Cargo.toml
index 3b2a9c3682..4c5fd4e6c3 100644
--- a/zkvm-prover/Cargo.toml
+++ b/zkvm-prover/Cargo.toml
@@ -45,3 +45,34 @@ clap = { version = "4.5", features = ["derive"] }
 ctor = "0.2.8"
 url = "2.5.4"
 serde_bytes = "0.11.15"
+
+[patch."https://github.com/openvm-org/stark-backend.git"]
+openvm-stark-backend = { git = "ssh://git@github.com/scroll-tech/openvm-stark-gpu.git", branch = "main", features = ["gpu"] }
+openvm-stark-sdk = { git = "ssh://git@github.com/scroll-tech/openvm-stark-gpu.git", branch = "main", features = ["gpu"] }
+
+[patch."https://github.com/Plonky3/Plonky3.git"]
+p3-air = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-field = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-commit = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-matrix = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-baby-bear = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", features = [
+    "nightly-features",
+], branch = "openvm-v2" }
+p3-util = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-challenger = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-dft = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-fri = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-goldilocks = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-keccak = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-keccak-air = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-blake3 = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-mds = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-merkle-tree = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-monty-31 = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-poseidon = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-poseidon2 = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-poseidon2-air = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-symmetric = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-uni-stark = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }
+p3-maybe-rayon = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" } # the "parallel" feature is NOT on by default to allow single-threaded benchmarking
+p3-bn254-fr = { git = "ssh://git@github.com/scroll-tech/plonky3-gpu.git", branch = "openvm-v2" }