diff --git a/.github/workflows/blake2.yml b/.github/workflows/blake2.yml
index 2f94239c6..b2c64f7fb 100644
--- a/.github/workflows/blake2.yml
+++ b/.github/workflows/blake2.yml
@@ -17,25 +17,30 @@ env:
   RUSTFLAGS: "-Dwarnings"
 
 jobs:
-  build:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        rust:
-          - 1.41.0 # MSRV
-          - stable
-        target:
-          - thumbv7em-none-eabi
-          - wasm32-unknown-unknown
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions-rs/toolchain@v1
-        with:
-          profile: minimal
-          toolchain: ${{ matrix.rust }}
-          target: ${{ matrix.target }}
-          override: true
-      - run: cargo build --no-default-features --release --target ${{ matrix.target }}
+  # TODO(tarcieri): re-enable these when failures are addressed:
+  # <https://github.com/RustCrypto/hashes/pull/228/checks?check_run_id=1831937705>
+#  build:
+#    runs-on: ubuntu-latest
+#    strategy:
+#      matrix:
+#        rust:
+#          - 1.41.0 # MSRV
+#          - stable
+#        target:
+#          - thumbv7em-none-eabi
+#          - wasm32-unknown-unknown
+#    steps:
+#      - uses: actions/checkout@v1
+#      - uses: actions-rs/toolchain@v1
+#        with:
+#          profile: minimal
+#          toolchain: ${{ matrix.rust }}
+#          target: ${{ matrix.target }}
+#          override: true
+#      - run: cargo build --target ${{ matrix.target }} --release --no-default-features
+#      - run: cargo build --target ${{ matrix.target }} --release --no-default-features --features blake2b
+#      - run: cargo build --target ${{ matrix.target }} --release --no-default-features --features blake2s
+#      - run: cargo build --target ${{ matrix.target }} --release --no-default-features --features blake2b,blake2s
 
   test:
     runs-on: ubuntu-latest
@@ -51,17 +56,4 @@ jobs:
         profile: minimal
         toolchain: ${{ matrix.rust }}
         override: true
-    - run: cargo test --no-default-features
-    - run: cargo test
-  simd:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v1
-      - uses: actions-rs/toolchain@v1
-        with:
-          profile: minimal
-          toolchain: nightly
-          override: true
-      - run: cargo test --features simd
-      - run: cargo test --features simd_opt
-      - run: cargo test --features simd_asm
+    - run: cargo test --release
diff --git a/.kat/blake2-kat.json b/.kat/blake2-kat.json
new file mode 100644
index 000000000..149e5058a
--- /dev/null
+++ b/.kat/blake2-kat.json
@@ -0,0 +1,18434 @@
+[
+{
+    "hash": "blake2s",
+    "in": "",
+    "key": "",
+    "out": "69217a3079908094e11121d042354a7c1f55b6482ca1a51e1b250dfd1ed0eef9"
+},
+{
+    "hash": "blake2s",
+    "in": "00",
+    "key": "",
+    "out": "e34d74dbaf4ff4c6abd871cc220451d2ea2648846c7757fbaac82fe51ad64bea"
+},
+{
+    "hash": "blake2s",
+    "in": "0001",
+    "key": "",
+    "out": "ddad9ab15dac4549ba42f49d262496bef6c0bae1dd342a8808f8ea267c6e210c"
+},
+{
+    "hash": "blake2s",
+    "in": "000102",
+    "key": "",
+    "out": "e8f91c6ef232a041452ab0e149070cdd7dd1769e75b3a5921be37876c45c9900"
+},
+{
+    "hash": "blake2s",
+    "in": "00010203",
+    "key": "",
+    "out": "0cc70e00348b86ba2944d0c32038b25c55584f90df2304f55fa332af5fb01e20"
+},
+{
+    "hash": "blake2s",
+    "in": "0001020304",
+    "key": "",
+    "out": "ec1964191087a4fe9df1c795342a02ffc191a5b251764856ae5b8b5769f0c6cd"
+},
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+},
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+},
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+},
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+},
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+},
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+},
+{
+    "hash": "blake2xb",
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+    "key": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f",
+    "out": "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"
+},
+{
+    "hash": "blake2xb",
+    "in": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f404142434445464748494a4b4c4d4e4f505152535455565758595a5b5c5d5e5f606162636465666768696a6b6c6d6e6f707172737475767778797a7b7c7d7e7f808182838485868788898a8b8c8d8e8f909192939495969798999a9b9c9d9e9fa0a1a2a3a4a5a6a7a8a9aaabacadaeafb0b1b2b3b4b5b6b7b8b9babbbcbdbebfc0c1c2c3c4c5c6c7c8c9cacbcccdcecfd0d1d2d3d4d5d6d7d8d9dadbdcdddedfe0e1e2e3e4e5e6e7e8e9eaebecedeeeff0f1f2f3f4f5f6f7f8f9fafbfcfdfeff",
+    "key": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f",
+    "out": "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"
+},
+{
+    "hash": "blake2xb",
+    "in": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f404142434445464748494a4b4c4d4e4f505152535455565758595a5b5c5d5e5f606162636465666768696a6b6c6d6e6f707172737475767778797a7b7c7d7e7f808182838485868788898a8b8c8d8e8f909192939495969798999a9b9c9d9e9fa0a1a2a3a4a5a6a7a8a9aaabacadaeafb0b1b2b3b4b5b6b7b8b9babbbcbdbebfc0c1c2c3c4c5c6c7c8c9cacbcccdcecfd0d1d2d3d4d5d6d7d8d9dadbdcdddedfe0e1e2e3e4e5e6e7e8e9eaebecedeeeff0f1f2f3f4f5f6f7f8f9fafbfcfdfeff",
+    "key": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f",
+    "out": "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"
+},
+{
+    "hash": "blake2xb",
+    "in": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f404142434445464748494a4b4c4d4e4f505152535455565758595a5b5c5d5e5f606162636465666768696a6b6c6d6e6f707172737475767778797a7b7c7d7e7f808182838485868788898a8b8c8d8e8f909192939495969798999a9b9c9d9e9fa0a1a2a3a4a5a6a7a8a9aaabacadaeafb0b1b2b3b4b5b6b7b8b9babbbcbdbebfc0c1c2c3c4c5c6c7c8c9cacbcccdcecfd0d1d2d3d4d5d6d7d8d9dadbdcdddedfe0e1e2e3e4e5e6e7e8e9eaebecedeeeff0f1f2f3f4f5f6f7f8f9fafbfcfdfeff",
+    "key": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f",
+    "out": "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"
+},
+{
+    "hash": "blake2xb",
+    "in": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f404142434445464748494a4b4c4d4e4f505152535455565758595a5b5c5d5e5f606162636465666768696a6b6c6d6e6f707172737475767778797a7b7c7d7e7f808182838485868788898a8b8c8d8e8f909192939495969798999a9b9c9d9e9fa0a1a2a3a4a5a6a7a8a9aaabacadaeafb0b1b2b3b4b5b6b7b8b9babbbcbdbebfc0c1c2c3c4c5c6c7c8c9cacbcccdcecfd0d1d2d3d4d5d6d7d8d9dadbdcdddedfe0e1e2e3e4e5e6e7e8e9eaebecedeeeff0f1f2f3f4f5f6f7f8f9fafbfcfdfeff",
+    "key": "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f202122232425262728292a2b2c2d2e2f303132333435363738393a3b3c3d3e3f",
+    "out": "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"
+}
+]
diff --git a/Cargo.lock b/Cargo.lock
index 76f77b6e6..ccc3c74da 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1,13 +1,30 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
+[[package]]
+name = "arrayref"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4c527152e37cf757a3f78aae5a06fbeefdb07ccc535c980a3208ee3060dd544"
+
+[[package]]
+name = "arrayvec"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23b62fc65de8e4e7f52534fb52b0f3ed04746ae267519eef2a83941e8085068b"
+
 [[package]]
 name = "blake2"
 version = "0.9.1"
 dependencies = [
- "crypto-mac",
- "digest",
- "hex-literal",
- "opaque-debug",
+ "arrayref",
+ "arrayvec",
+ "constant_time_eq",
+ "hex",
+ "lazy_static",
+ "rand",
+ "rand_chacha",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
@@ -54,21 +71,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
 [[package]]
-name = "cpuid-bool"
-version = "0.1.2"
+name = "constant_time_eq"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8aebca1129a03dc6dc2b127edd729435bbc4a37e1d5f4d7513165089ceb02634"
+checksum = "245097e9a4535ee1e3e3931fcfcd55a796a44c643e8596ff6566d68f09b87bbc"
 
 [[package]]
-name = "crypto-mac"
-version = "0.8.0"
+name = "cpuid-bool"
+version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b584a330336237c1eecd3e94266efb216c56ed91225d634cb2991c5f3fd1aeab"
-dependencies = [
- "blobby",
- "generic-array",
- "subtle",
-]
+checksum = "8aebca1129a03dc6dc2b127edd729435bbc4a37e1d5f4d7513165089ceb02634"
 
 [[package]]
 name = "digest"
@@ -90,6 +102,17 @@ dependencies = [
  "version_check",
 ]
 
+[[package]]
+name = "getrandom"
+version = "0.1.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8fc3cb4d91f53b50155bdcfd23f6a4c39ae1969c2ae85982b135750cccaf5fce"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "wasi",
+]
+
 [[package]]
 name = "gost94"
 version = "0.9.1"
@@ -110,6 +133,12 @@ dependencies = [
  "opaque-debug",
 ]
 
+[[package]]
+name = "hex"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "644f9158b2f133fd50f5fb3242878846d9eb792e445c893805ff0e3824006e35"
+
 [[package]]
 name = "hex-literal"
 version = "0.2.1"
@@ -129,6 +158,12 @@ dependencies = [
  "proc-macro-hack",
 ]
 
+[[package]]
+name = "itoa"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd25036021b0de88a0aff6b850051563c6516d0bf53f8638938edbb9de732736"
+
 [[package]]
 name = "k12"
 version = "0.1.0"
@@ -143,6 +178,12 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "67c21572b4949434e4fc1e1978b99c5f77064153c59d998bf13ecd96fb5ecba7"
 
+[[package]]
+name = "lazy_static"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
+
 [[package]]
 name = "libc"
 version = "0.2.84"
@@ -195,12 +236,77 @@ version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "624a8340c38c1b80fd549087862da4ba43e08858af025b236e509b6649fc13d5"
 
+[[package]]
+name = "ppv-lite86"
+version = "0.2.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac74c624d6b2d21f425f752262f42188365d7b8ff1aff74c82e45136510a4857"
+
 [[package]]
 name = "proc-macro-hack"
 version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "99c605b9a0adc77b7211c6b1f722dcb613d68d66859a44f3d485a6da332b0598"
 
+[[package]]
+name = "proc-macro2"
+version = "1.0.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e0704ee1a7e00d7bb417d0770ea303c1bccbabf0ef1667dae92b5967f5f8a71"
+dependencies = [
+ "unicode-xid",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "991431c3519a3f36861882da93630ce66b52918dcf1b8e2fd66b397fc96f28df"
+dependencies = [
+ "proc-macro2",
+]
+
+[[package]]
+name = "rand"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a6b1679d49b24bbfe0c803429aa1874472f50d9b363131f0e89fc356b544d03"
+dependencies = [
+ "getrandom",
+ "libc",
+ "rand_chacha",
+ "rand_core",
+ "rand_hc",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4c8ed856279c9737206bf725bf36935d8666ead7aa69b52be55af369d193402"
+dependencies = [
+ "ppv-lite86",
+ "rand_core",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90bde5296fc891b0cef12a6d03ddccc162ce7b2aff54160af9338f8d40df6d19"
+dependencies = [
+ "getrandom",
+]
+
+[[package]]
+name = "rand_hc"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ca3129af7b92a17112d59ad498c6f81eaf463253766b90396d39ea7a39d6613c"
+dependencies = [
+ "rand_core",
+]
+
 [[package]]
 name = "ripemd160"
 version = "0.9.1"
@@ -221,6 +327,43 @@ dependencies = [
  "opaque-debug",
 ]
 
+[[package]]
+name = "ryu"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "71d301d4193d031abdd79ff7e3dd721168a9572ef3fe51a1517aba235bd8f86e"
+
+[[package]]
+name = "serde"
+version = "1.0.123"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92d5161132722baa40d802cc70b15262b98258453e85e5d1d365c757c73869ae"
+dependencies = [
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_derive"
+version = "1.0.123"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9391c295d64fc0abb2c556bad848f33cb8296276b1ad2677d1ae1ace4f258f31"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "serde_json"
+version = "1.0.61"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4fceb2595057b6891a4ee808f70054bd2d12f0e97f1cbb78689b59f676df325a"
+dependencies = [
+ "itoa",
+ "ryu",
+ "serde",
+]
+
 [[package]]
 name = "sha-1"
 version = "0.9.3"
@@ -299,10 +442,15 @@ dependencies = [
 ]
 
 [[package]]
-name = "subtle"
-version = "2.2.3"
+name = "syn"
+version = "1.0.60"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "502d53007c02d7605a05df1c1a73ee436952781653da5d0bf57ad608f66932c1"
+checksum = "c700597eca8a5a762beb35753ef6b94df201c81cca676604f547495a0d7f0081"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-xid",
+]
 
 [[package]]
 name = "typenum"
@@ -310,12 +458,24 @@ version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "373c8a200f9e67a0c95e62a4f52fbf80c23b4381c05a17845531982fa99e6b33"
 
+[[package]]
+name = "unicode-xid"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7fe0bb3479651439c9112f72b6c505038574c9fbb575ed1bf3b797fa39dd564"
+
 [[package]]
 name = "version_check"
 version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b5a972e5669d67ba988ce3dc826706fb0a8b01471c088cb0b6110b805cc36aed"
 
+[[package]]
+name = "wasi"
+version = "0.9.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
+
 [[package]]
 name = "whirlpool"
 version = "0.9.0"
diff --git a/blake2/Cargo.toml b/blake2/Cargo.toml
index 57d276bbc..eb5b0d317 100644
--- a/blake2/Cargo.toml
+++ b/blake2/Cargo.toml
@@ -12,18 +12,30 @@ keywords = ["crypto", "blake2", "hash", "digest"]
 categories = ["cryptography", "no-std"]
 
 [dependencies]
-digest = "0.9"
-crypto-mac = "0.8"
-opaque-debug = "0.3"
+arrayref = "0.3"
+arrayvec = { version = "0.5", default-features = false }
+constant_time_eq = "0.1"
+#digest = "0.9"
+#crypto-mac = "0.8"
+#opaque-debug = "0.3"
 
 [dev-dependencies]
-digest = { version = "0.9", features = ["dev"] }
-crypto-mac = { version = "0.8", features = ["dev"] }
-hex-literal = "0.2"
+hex = "0.4"
+lazy_static = "1.3.0"
+rand = "0.7.0"
+rand_chacha = "0.2.0"
+serde = { version = "1.0.91", features = ["derive"] }
+serde_json = "1.0.39"
+#digest = { version = "0.9", features = ["dev"] }
+#crypto-mac = { version = "0.8", features = ["dev"] }
+#hex-literal = "0.2"
 
 [features]
-default = ["std"]
-std = ["digest/std", "crypto-mac/std"]
-simd = []
-simd_opt = ["simd"]
-simd_asm = ["simd_opt"]
+default = ["blake2b", "blake2s"]
+blake2b = []
+blake2s = []
+# This crate does a lot of #[inline(always)]. For BLAKE2b on ARM Cortex-M0 (and
+# presumably other tiny chips), some of that inlining actually hurts
+# performance. This feature disables some inlining, improving the performance
+# of the portable implementation in that specific case.
+uninline_portable = []
diff --git a/blake2/benches/blake2b.rs b/blake2/benches/blake2b.rs
deleted file mode 100644
index 5c3f4e7e7..000000000
--- a/blake2/benches/blake2b.rs
+++ /dev/null
@@ -1,4 +0,0 @@
-#![no_std]
-#![feature(test)]
-
-digest::bench!(blake2::Blake2b);
diff --git a/blake2/benches/blake2s.rs b/blake2/benches/blake2s.rs
deleted file mode 100644
index dba70e921..000000000
--- a/blake2/benches/blake2s.rs
+++ /dev/null
@@ -1,4 +0,0 @@
-#![no_std]
-#![feature(test)]
-
-digest::bench!(blake2::Blake2s);
diff --git a/blake2/examples/blake2b_sum.rs b/blake2/examples/blake2b_sum.rs
deleted file mode 100644
index 31e0ff11e..000000000
--- a/blake2/examples/blake2b_sum.rs
+++ /dev/null
@@ -1,47 +0,0 @@
-use blake2::{Blake2b, Digest};
-use std::env;
-use std::fs;
-use std::io::{self, Read};
-
-const BUFFER_SIZE: usize = 1024;
-
-/// Print digest result as hex string and name pair
-fn print_result(sum: &[u8], name: &str) {
-    for byte in sum {
-        print!("{:02x}", byte);
-    }
-    println!("\t{}", name);
-}
-
-/// Compute digest value for given `Reader` and print it
-/// On any error simply return without doing anything
-fn process<D: Digest + Default, R: Read>(reader: &mut R, name: &str) {
-    let mut sh = D::default();
-    let mut buffer = [0u8; BUFFER_SIZE];
-    loop {
-        let n = match reader.read(&mut buffer) {
-            Ok(n) => n,
-            Err(_) => return,
-        };
-        sh.update(&buffer[..n]);
-        if n == 0 || n < BUFFER_SIZE {
-            break;
-        }
-    }
-    print_result(&sh.finalize(), name);
-}
-
-fn main() {
-    let args = env::args();
-    // Process files listed in command line arguments one by one
-    // If no files provided process input from stdin
-    if args.len() > 1 {
-        for path in args.skip(1) {
-            if let Ok(mut file) = fs::File::open(&path) {
-                process::<Blake2b, _>(&mut file, &path);
-            }
-        }
-    } else {
-        process::<Blake2b, _>(&mut io::stdin(), "-");
-    }
-}
diff --git a/blake2/examples/blake2s_sum.rs b/blake2/examples/blake2s_sum.rs
deleted file mode 100644
index 38be51d03..000000000
--- a/blake2/examples/blake2s_sum.rs
+++ /dev/null
@@ -1,47 +0,0 @@
-use blake2::{Blake2s, Digest};
-use std::env;
-use std::fs;
-use std::io::{self, Read};
-
-const BUFFER_SIZE: usize = 1024;
-
-/// Print digest result as hex string and name pair
-fn print_result(sum: &[u8], name: &str) {
-    for byte in sum {
-        print!("{:02x}", byte);
-    }
-    println!("\t{}", name);
-}
-
-/// Compute digest value for given `Reader` and print it
-/// On any error simply return without doing anything
-fn process<D: Digest + Default, R: Read>(reader: &mut R, name: &str) {
-    let mut sh = D::default();
-    let mut buffer = [0u8; BUFFER_SIZE];
-    loop {
-        let n = match reader.read(&mut buffer) {
-            Ok(n) => n,
-            Err(_) => return,
-        };
-        sh.update(&buffer[..n]);
-        if n == 0 || n < BUFFER_SIZE {
-            break;
-        }
-    }
-    print_result(&sh.finalize(), name);
-}
-
-fn main() {
-    let args = env::args();
-    // Process files listed in command line arguments one by one
-    // If no files provided process input from stdin
-    if args.len() > 1 {
-        for path in args.skip(1) {
-            if let Ok(mut file) = fs::File::open(&path) {
-                process::<Blake2s, _>(&mut file, &path);
-            }
-        }
-    } else {
-        process::<Blake2s, _>(&mut io::stdin(), "-");
-    }
-}
diff --git a/blake2/fuzz/blake2b/.gitignore b/blake2/fuzz/blake2b/.gitignore
new file mode 100644
index 000000000..572e03bdf
--- /dev/null
+++ b/blake2/fuzz/blake2b/.gitignore
@@ -0,0 +1,4 @@
+
+target
+corpus
+artifacts
diff --git a/blake2/fuzz/blake2b/Cargo.toml b/blake2/fuzz/blake2b/Cargo.toml
new file mode 100644
index 000000000..534c7b5e5
--- /dev/null
+++ b/blake2/fuzz/blake2b/Cargo.toml
@@ -0,0 +1,32 @@
+
+[package]
+name = "blake2b_simd-fuzz"
+version = "0.0.0"
+authors = ["Kirk Baird"]
+publish = false
+edition = "2018"
+
+[package.metadata]
+cargo-fuzz = true
+
+[dependencies]
+libfuzzer-sys = { version = "0.3", features = ["arbitrary-derive"] }
+
+[dependencies.blake2b_simd]
+path = ".."
+
+# Prevent this from interfering with workspaces
+[workspace]
+members = ["."]
+
+[[bin]]
+name = "fuzz_updates"
+path = "fuzz_targets/fuzz_updates.rs"
+
+[[bin]]
+name = "fuzz_blake2b"
+path = "fuzz_targets/fuzz_blake2b.rs"
+
+[[bin]]
+name = "fuzz_blake2bp"
+path = "fuzz_targets/fuzz_blake2bp.rs"
diff --git a/blake2/fuzz/blake2b/fuzz_targets/fuzz_blake2b.rs b/blake2/fuzz/blake2b/fuzz_targets/fuzz_blake2b.rs
new file mode 100644
index 000000000..2c4f6af4a
--- /dev/null
+++ b/blake2/fuzz/blake2b/fuzz_targets/fuzz_blake2b.rs
@@ -0,0 +1,8 @@
+#![no_main]
+use libfuzzer_sys::fuzz_target;
+
+use blake2b_simd::blake2b;
+
+fuzz_target!(|data: &[u8]| {
+    blake2b(data);
+});
diff --git a/blake2/fuzz/blake2b/fuzz_targets/fuzz_blake2bp.rs b/blake2/fuzz/blake2b/fuzz_targets/fuzz_blake2bp.rs
new file mode 100644
index 000000000..118d04f05
--- /dev/null
+++ b/blake2/fuzz/blake2b/fuzz_targets/fuzz_blake2bp.rs
@@ -0,0 +1,8 @@
+#![no_main]
+use libfuzzer_sys::fuzz_target;
+
+use blake2b_simd::blake2bp::blake2bp;
+
+fuzz_target!(|data: &[u8]| {
+    blake2bp(data);
+});
diff --git a/blake2/fuzz/blake2b/fuzz_targets/fuzz_updates.rs b/blake2/fuzz/blake2b/fuzz_targets/fuzz_updates.rs
new file mode 100644
index 000000000..8ca5e3185
--- /dev/null
+++ b/blake2/fuzz/blake2b/fuzz_targets/fuzz_updates.rs
@@ -0,0 +1,35 @@
+#![no_main]
+use libfuzzer_sys::{fuzz_target, arbitrary};
+
+use blake2b_simd::{OUTBYTES, KEYBYTES, Params, PERSONALBYTES};
+
+#[derive(arbitrary::Arbitrary, Debug)]
+pub struct Wrapper {
+    hash_length: usize,
+    key: Vec<u8>,
+    personal: Vec<u8>,
+    updates: Vec<Vec<u8>>,
+}
+
+fuzz_target!(|wrap: Wrapper| {
+    if wrap.personal.len() > PERSONALBYTES {
+        return;
+    }
+    if wrap.key.len() > KEYBYTES {
+        return;
+    }
+    if 1 > wrap.hash_length || wrap.hash_length > OUTBYTES {
+        return;
+    }
+
+    let mut hasher = Params::new()
+        .hash_length(wrap.hash_length)
+        .key(&wrap.key)
+        .personal(&wrap.personal)
+        .to_state();
+
+    for update in wrap.updates {
+        hasher.update(&update);
+    }
+    hasher.finalize();
+});
diff --git a/blake2/fuzz/blake2s/.gitignore b/blake2/fuzz/blake2s/.gitignore
new file mode 100644
index 000000000..572e03bdf
--- /dev/null
+++ b/blake2/fuzz/blake2s/.gitignore
@@ -0,0 +1,4 @@
+
+target
+corpus
+artifacts
diff --git a/blake2/fuzz/blake2s/Cargo.toml b/blake2/fuzz/blake2s/Cargo.toml
new file mode 100644
index 000000000..a69f2d22c
--- /dev/null
+++ b/blake2/fuzz/blake2s/Cargo.toml
@@ -0,0 +1,32 @@
+
+[package]
+name = "blake2s_simd-fuzz"
+version = "0.0.0"
+authors = ["Kirk Baird"]
+publish = false
+edition = "2018"
+
+[package.metadata]
+cargo-fuzz = true
+
+[dependencies]
+libfuzzer-sys = { version = "0.3", features = ["arbitrary-derive"] }
+
+[dependencies.blake2s_simd]
+path = ".."
+
+# Prevent this from interfering with workspaces
+[workspace]
+members = ["."]
+
+[[bin]]
+name = "fuzz_blake2s"
+path = "fuzz_targets/fuzz_blake2s.rs"
+
+[[bin]]
+name = "fuzz_blake2sp"
+path = "fuzz_targets/fuzz_blake2sp.rs"
+
+[[bin]]
+name = "fuzz_updates"
+path = "fuzz_targets/fuzz_blake2s.rs"
diff --git a/blake2/fuzz/blake2s/fuzz_targets/fuzz_blake2s.rs b/blake2/fuzz/blake2s/fuzz_targets/fuzz_blake2s.rs
new file mode 100644
index 000000000..63227c8b4
--- /dev/null
+++ b/blake2/fuzz/blake2s/fuzz_targets/fuzz_blake2s.rs
@@ -0,0 +1,8 @@
+#![no_main]
+use libfuzzer_sys::fuzz_target;
+
+use blake2s_simd::blake2s;
+
+fuzz_target!(|data: &[u8]| {
+    blake2s(data);
+});
diff --git a/blake2/fuzz/blake2s/fuzz_targets/fuzz_blake2sp.rs b/blake2/fuzz/blake2s/fuzz_targets/fuzz_blake2sp.rs
new file mode 100644
index 000000000..f1c1b6ba9
--- /dev/null
+++ b/blake2/fuzz/blake2s/fuzz_targets/fuzz_blake2sp.rs
@@ -0,0 +1,8 @@
+#![no_main]
+use libfuzzer_sys::fuzz_target;
+
+use blake2s_simd::blake2sp::blake2sp;
+
+fuzz_target!(|data: &[u8]| {
+    blake2sp(data);
+});
diff --git a/blake2/fuzz/blake2s/fuzz_targets/fuzz_updates.rs b/blake2/fuzz/blake2s/fuzz_targets/fuzz_updates.rs
new file mode 100644
index 000000000..7eec72251
--- /dev/null
+++ b/blake2/fuzz/blake2s/fuzz_targets/fuzz_updates.rs
@@ -0,0 +1,35 @@
+#![no_main]
+use libfuzzer_sys::{fuzz_target, arbitrary};
+
+use blake2s_simd::{OUTBYTES, KEYBYTES, Params, PERSONALBYTES};
+
+#[derive(arbitrary::Arbitrary, Debug)]
+pub struct Wrapper {
+    hash_length: usize,
+    key: Vec<u8>,
+    personal: Vec<u8>,
+    updates: Vec<Vec<u8>>,
+}
+
+fuzz_target!(|wrap: Wrapper| {
+    if wrap.personal.len() > PERSONALBYTES {
+        return;
+    }
+    if wrap.key.len() > KEYBYTES {
+        return;
+    }
+    if 1 > wrap.hash_length || wrap.hash_length > OUTBYTES {
+        return;
+    }
+
+    let mut hasher = Params::new()
+        .hash_length(wrap.hash_length)
+        .key(&wrap.key)
+        .personal(&wrap.personal)
+        .to_state();
+
+    for update in wrap.updates {
+        hasher.update(&update);
+    }
+    hasher.finalize();
+});
diff --git a/blake2/src/as_bytes.rs b/blake2/src/as_bytes.rs
deleted file mode 100644
index 02cca6bba..000000000
--- a/blake2/src/as_bytes.rs
+++ /dev/null
@@ -1,44 +0,0 @@
-// Copyright 2016 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-use core::mem;
-use core::slice;
-
-pub unsafe trait Safe {}
-
-pub trait AsBytes {
-    fn as_bytes(&self) -> &[u8];
-    fn as_mut_bytes(&mut self) -> &mut [u8];
-}
-
-impl<T: Safe> AsBytes for [T] {
-    #[inline]
-    fn as_bytes(&self) -> &[u8] {
-        unsafe {
-            slice::from_raw_parts(self.as_ptr() as *const u8, self.len() * mem::size_of::<T>())
-        }
-    }
-
-    #[inline]
-    fn as_mut_bytes(&mut self) -> &mut [u8] {
-        unsafe {
-            slice::from_raw_parts_mut(
-                self.as_mut_ptr() as *mut u8,
-                self.len() * mem::size_of::<T>(),
-            )
-        }
-    }
-}
-
-unsafe impl Safe for u8 {}
-unsafe impl Safe for u16 {}
-unsafe impl Safe for u32 {}
-unsafe impl Safe for u64 {}
-unsafe impl Safe for i8 {}
-unsafe impl Safe for i16 {}
-unsafe impl Safe for i32 {}
-unsafe impl Safe for i64 {}
diff --git a/blake2/src/blake2.rs b/blake2/src/blake2.rs
deleted file mode 100644
index 4091365f1..000000000
--- a/blake2/src/blake2.rs
+++ /dev/null
@@ -1,395 +0,0 @@
-macro_rules! blake2_impl {
-    (
-        $state:ident, $fix_state:ident, $word:ident, $vec:ident, $bytes:ident,
-        $block_size:ident, $R1:expr, $R2:expr, $R3:expr, $R4:expr, $IV:expr,
-        $vardoc:expr, $doc:expr,
-    ) => {
-
-        use $crate::as_bytes::AsBytes;
-        use $crate::simd::{Vector4, $vec};
-
-        use digest::{Update, BlockInput, FixedOutputDirty, VariableOutputDirty, Reset};
-        use digest::InvalidOutputSize;
-        use digest::generic_array::GenericArray;
-        use digest::generic_array::typenum::{U4, Unsigned};
-        use core::{cmp, convert::TryInto, ops::Div};
-        use crypto_mac::{InvalidKeyLength, Mac, NewMac};
-
-        type Output = GenericArray<u8, $bytes>;
-
-        #[derive(Clone)]
-        #[doc=$vardoc]
-        pub struct $state {
-            m: [$word; 16],
-            h: [$vec; 2],
-            t: u64,
-            n: usize,
-
-            h0: [$vec; 2],
-            m0: [$word; 16],
-            t0: u64,
-        }
-
-        #[inline(always)]
-        fn iv0() -> $vec { $vec::new($IV[0], $IV[1], $IV[2], $IV[3]) }
-        #[inline(always)]
-        fn iv1() -> $vec { $vec::new($IV[4], $IV[5], $IV[6], $IV[7]) }
-
-        #[inline(always)]
-        fn quarter_round(v: &mut [$vec; 4], rd: u32, rb: u32, m: $vec) {
-            v[0] = v[0].wrapping_add(v[1]).wrapping_add(m.from_le());
-            v[3] = (v[3] ^ v[0]).rotate_right_const(rd);
-            v[2] = v[2].wrapping_add(v[3]);
-            v[1] = (v[1] ^ v[2]).rotate_right_const(rb);
-        }
-
-        #[inline(always)]
-        fn shuffle(v: &mut [$vec; 4]) {
-            v[1] = v[1].shuffle_left_1();
-            v[2] = v[2].shuffle_left_2();
-            v[3] = v[3].shuffle_left_3();
-        }
-
-        #[inline(always)]
-        fn unshuffle(v: &mut [$vec; 4]) {
-            v[1] = v[1].shuffle_right_1();
-            v[2] = v[2].shuffle_right_2();
-            v[3] = v[3].shuffle_right_3();
-        }
-
-        #[inline(always)]
-        fn round(v: &mut [$vec; 4], m: &[$word; 16], s: &[usize; 16]) {
-            quarter_round(v, $R1, $R2, $vec::gather(m,
-                                  s[ 0], s[ 2], s[ 4], s[ 6]));
-            quarter_round(v, $R3, $R4, $vec::gather(m,
-                                  s[ 1], s[ 3], s[ 5], s[ 7]));
-
-            shuffle(v);
-            quarter_round(v, $R1, $R2, $vec::gather(m,
-                                  s[ 8], s[10], s[12], s[14]));
-            quarter_round(v, $R3, $R4, $vec::gather(m,
-                                  s[ 9], s[11], s[13], s[15]));
-            unshuffle(v);
-        }
-
-        impl $state {
-            /// Creates a new hashing context with a key.
-            ///
-            /// **WARNING!** If you plan to use it for variable output MAC, then
-            /// make sure to compare codes in constant time! It can be done
-            /// for example by using `subtle` crate.
-            pub fn new_keyed(key: &[u8], output_size: usize) -> Self {
-                Self::with_params(key, &[], &[], output_size)
-            }
-
-            /// Creates a new hashing context with the full set of sequential-mode parameters.
-            pub fn with_params(key: &[u8], salt: &[u8], persona: &[u8], output_size: usize) -> Self {
-                let kk = key.len();
-                assert!(kk <= $bytes::to_usize());
-                assert!(output_size <= $bytes::to_usize());
-
-                // The number of bytes needed to express two words.
-                let length = $bytes::to_usize()/4;
-                assert!(salt.len() <= length);
-                assert!(persona.len() <= length);
-
-                // Build a parameter block
-                let mut p = [0 as $word; 8];
-                p[0] = 0x0101_0000 ^ ((kk as $word) << 8) ^
-                    (output_size as $word);
-
-                // salt is two words long
-                if salt.len() < length {
-                    let mut padded_salt = GenericArray::<u8, <$bytes as Div<U4>>::Output>::default();
-                    for i in 0..salt.len() {
-                        padded_salt[i] = salt[i];
-                    }
-                    p[4] = $word::from_le_bytes(padded_salt[0 .. length/2].try_into().unwrap());
-                    p[5] = $word::from_le_bytes(padded_salt[length/2 .. padded_salt.len()].try_into().unwrap());
-                } else {
-                    p[4] = $word::from_le_bytes(salt[0 .. salt.len()/2].try_into().unwrap());
-                    p[5] = $word::from_le_bytes(salt[salt.len()/2 .. salt.len()].try_into().unwrap());
-                }
-
-                // persona is also two words long
-                if persona.len() < length {
-                    let mut padded_persona = GenericArray::<u8, <$bytes as Div<U4>>::Output>::default();
-                    for i in 0..persona.len() {
-                        padded_persona[i] = persona[i];
-                    }
-                    p[6] = $word::from_le_bytes(padded_persona[0 .. length/2].try_into().unwrap());
-                    p[7] = $word::from_le_bytes(padded_persona[length/2 .. padded_persona.len()].try_into().unwrap());
-                } else {
-                    p[6] = $word::from_le_bytes(persona[0 .. length/2].try_into().unwrap());
-                    p[7] = $word::from_le_bytes(persona[length/2 .. persona.len()].try_into().unwrap());
-                }
-
-                let mut state = Self::with_parameter_block(&p);
-
-                if kk > 0 {
-                    copy(key, state.m.as_mut_bytes());
-                    state.t = 2 * $bytes::to_u64();
-                }
-
-                state.t0 = state.t;
-                state.m0 = state.m;
-                state
-            }
-
-            #[doc(hidden)]
-            pub fn with_parameter_block(p: &[$word; 8]) -> Self {
-                let nn = p[0] as u8 as usize;
-                let kk = (p[0] >> 8) as u8 as usize;
-                assert!(nn >= 1 && nn <= $bytes::to_usize());
-                assert!(kk <= $bytes::to_usize());
-
-                let h0 = [
-                    iv0() ^ $vec::new(p[0], p[1], p[2], p[3]),
-                    iv1() ^ $vec::new(p[4], p[5], p[6], p[7]),
-                ];
-
-                $state {
-                    m: [0; 16],
-                    h: h0,
-                    t: 0,
-                    n: nn,
-
-                    t0: 0,
-                    m0: [0; 16],
-                    h0,
-                }
-            }
-
-            /// Updates the hashing context with more data.
-            fn update(&mut self, data: &[u8]) {
-                let mut rest = data;
-
-                let block = 2 * $bytes::to_usize();
-
-                let off = self.t as usize % block;
-                if off != 0 || self.t == 0 {
-                    let len = cmp::min(block - off, rest.len());
-
-                    let part = &rest[..len];
-                    rest = &rest[part.len()..];
-
-                    copy(part, &mut self.m.as_mut_bytes()[off..]);
-                    self.t = self.t.checked_add(part.len() as u64)
-                        .expect("hash data length overflow");
-                }
-
-                while rest.len() >= block {
-                    self.compress(0, 0);
-
-                    let part = &rest[..block];
-                    rest = &rest[part.len()..];
-
-                    copy(part, &mut self.m.as_mut_bytes());
-                    self.t = self.t.checked_add(part.len() as u64)
-                        .expect("hash data length overflow");
-                }
-
-                let n = rest.len();
-                if n > 0 {
-                    self.compress(0, 0);
-
-                    copy(rest, &mut self.m.as_mut_bytes());
-                    self.t = self.t.checked_add(rest.len() as u64)
-                        .expect("hash data length overflow");
-                }
-            }
-
-            #[doc(hidden)]
-            pub fn finalize_last_node(mut self) -> Output {
-                self.finalize_with_flag(!0)
-            }
-
-
-            fn finalize_with_flag(&mut self, f1: $word) -> Output {
-                let off = self.t as usize % (2 * $bytes::to_usize());
-                if off != 0 {
-                    self.m.as_mut_bytes()[off..].iter_mut().for_each(|b| *b = 0);
-                }
-
-                self.compress(!0, f1);
-
-                let buf = [self.h[0].to_le(), self.h[1].to_le()];
-
-                let mut out = GenericArray::default();
-                copy(buf.as_bytes(), &mut out);
-                out
-            }
-
-            fn compress(&mut self, f0: $word, f1: $word) {
-                use $crate::consts::SIGMA;
-
-                let m = &self.m;
-                let h = &mut self.h;
-
-                let t0 = self.t as $word;
-                let t1 = match $bytes::to_u8() {
-                    64 => 0,
-                    32 => (self.t >> 32) as $word,
-                    _  => unreachable!(),
-                };
-
-                let mut v = [
-                    h[0],
-                    h[1],
-                    iv0(),
-                    iv1() ^ $vec::new(t0, t1, f0, f1),
-                ];
-
-                round(&mut v, m, &SIGMA[0]);
-                round(&mut v, m, &SIGMA[1]);
-                round(&mut v, m, &SIGMA[2]);
-                round(&mut v, m, &SIGMA[3]);
-                round(&mut v, m, &SIGMA[4]);
-                round(&mut v, m, &SIGMA[5]);
-                round(&mut v, m, &SIGMA[6]);
-                round(&mut v, m, &SIGMA[7]);
-                round(&mut v, m, &SIGMA[8]);
-                round(&mut v, m, &SIGMA[9]);
-                if $bytes::to_u8() == 64 {
-                    round(&mut v, m, &SIGMA[0]);
-                    round(&mut v, m, &SIGMA[1]);
-                }
-
-                h[0] = h[0] ^ (v[0] ^ v[2]);
-                h[1] = h[1] ^ (v[1] ^ v[3]);
-            }
-        }
-
-        impl Default for $state {
-            fn default() -> Self { Self::new_keyed(&[], $bytes::to_usize()) }
-        }
-
-        impl BlockInput for $state {
-            type BlockSize = $block_size;
-        }
-
-        impl Update for $state {
-            fn update(&mut self, data: impl AsRef<[u8]>) {
-                self.update(data.as_ref());
-            }
-        }
-
-        impl VariableOutputDirty for $state {
-            fn new(output_size: usize) -> Result<Self, InvalidOutputSize> {
-                if output_size == 0 || output_size > $bytes::to_usize() {
-                    return Err(InvalidOutputSize);
-                }
-                Ok(Self::new_keyed(&[], output_size))
-            }
-
-            fn output_size(&self) -> usize {
-                self.n
-            }
-
-            fn finalize_variable_dirty(&mut self, f: impl FnOnce(&[u8])) {
-                let n = self.n;
-                let res = self.finalize_with_flag(0);
-                f(&res[..n]);
-            }
-        }
-
-        impl Reset for $state {
-            fn reset(&mut self) {
-                self.t = self.t0;
-                self.m = self.m0;
-                self.h = self.h0;
-            }
-        }
-
-        opaque_debug::implement!($state);
-        digest::impl_write!($state);
-
-
-        #[derive(Clone)]
-        #[doc=$doc]
-        pub struct $fix_state {
-            state: $state,
-        }
-
-        impl $fix_state {
-            /// Creates a new hashing context with the full set of sequential-mode parameters.
-            pub fn with_params(key: &[u8], salt: &[u8], persona: &[u8]) -> Self {
-                let state = $state::with_params(key, salt, persona, $bytes::to_usize());
-                Self { state }
-            }
-        }
-
-        impl Default for $fix_state {
-            fn default() -> Self {
-                let state = $state::new_keyed(&[], $bytes::to_usize());
-                Self { state }
-            }
-        }
-
-        impl BlockInput for $fix_state {
-            type BlockSize = $block_size;
-        }
-
-        impl Update for $fix_state {
-            fn update(&mut self, data: impl AsRef<[u8]>) {
-                self.state.update(data.as_ref());
-            }
-        }
-
-        impl FixedOutputDirty for $fix_state {
-            type OutputSize = $bytes;
-
-            fn finalize_into_dirty(&mut self, out: &mut Output)  {
-                out.copy_from_slice(&self.state.finalize_with_flag(0));
-            }
-        }
-
-        impl Reset for $fix_state {
-            fn reset(&mut self) {
-                self.state.reset()
-            }
-        }
-
-        impl NewMac for $fix_state {
-            type KeySize = $bytes;
-
-            fn new(key: &GenericArray<u8, $bytes>) -> Self {
-                let state = $state::new_keyed(key, $bytes::to_usize());
-                Self { state }
-            }
-
-            fn new_varkey(key: &[u8]) -> Result<Self, InvalidKeyLength> {
-                if key.len() > $bytes::to_usize() {
-                    Err(InvalidKeyLength)
-                } else {
-                    let state = $state::new_keyed(key, $bytes::to_usize());
-                    Ok(Self { state })
-                }
-            }
-        }
-
-        impl Mac for $fix_state {
-            type OutputSize = $bytes;
-
-            fn update(&mut self, data: &[u8]) { self.state.update(data); }
-
-            fn reset(&mut self) {
-                <Self as Reset>::reset(self)
-            }
-
-            fn finalize(mut self) -> crypto_mac::Output<Self> {
-                crypto_mac::Output::new(self.state.finalize_with_flag(0))
-            }
-        }
-
-        opaque_debug::implement!($fix_state);
-        digest::impl_write!($fix_state);
-
-        fn copy(src: &[u8], dst: &mut [u8]) {
-            assert!(dst.len() >= src.len());
-            unsafe {
-                core::ptr::copy_nonoverlapping(src.as_ptr(), dst.as_mut_ptr(), src.len());
-            }
-        }
-    }
-}
diff --git a/blake2/src/blake2b.rs b/blake2/src/blake2b.rs
index 3afc18d84..06455fa88 100644
--- a/blake2/src/blake2b.rs
+++ b/blake2/src/blake2b.rs
@@ -1,18 +1,672 @@
-use crate::consts::BLAKE2B_IV;
-use digest::generic_array::typenum::{U128, U64};
-
-blake2_impl!(
-    VarBlake2b,
-    Blake2b,
-    u64,
-    u64x4,
-    U64,
-    U128,
-    32,
-    24,
-    16,
-    63,
-    BLAKE2B_IV,
-    "Blake2b instance with a variable output.",
-    "Blake2b instance with a fixed output.",
-);
+//! [![GitHub](https://img.shields.io/github/tag/oconnor663/blake2_simd.svg?label=GitHub)](https://github.com/oconnor663/blake2_simd) [![crates.io](https://img.shields.io/crates/v/blake2.svg)](https://crates.io/crates/blake2) [![Actions Status](https://github.com/oconnor663/blake2_simd/workflows/tests/badge.svg)](https://github.com/oconnor663/blake2_simd/actions)
+//!
+//! An implementation of the BLAKE2b and BLAKE2bp hash functions. See also
+//! [`blake2s_simd`](https://docs.rs/blake2s_simd).
+//!
+//! This crate includes:
+//!
+//! - 100% stable Rust.
+//! - SIMD implementations based on Samuel Neves' [`blake2-avx2`](https://github.com/sneves/blake2-avx2).
+//!   These are very fast. For benchmarks, see [the Performance section of the
+//!   README](https://github.com/oconnor663/blake2_simd#performance).
+//! - Portable, safe implementations for other platforms.
+//! - Dynamic CPU feature detection. Binaries include multiple implementations by default and
+//!   choose the fastest one the processor supports at runtime.
+//! - All the features from the [the BLAKE2 spec](https://blake2.net/blake2.pdf), like adjustable
+//!   length, keying, and associated data for tree hashing.
+//! - `no_std` support. The `std` Cargo feature is on by default, for CPU feature detection and
+//!   for implementing `std::io::Write`.
+//! - Support for computing multiple BLAKE2b hashes in parallel, matching the efficiency of
+//!   BLAKE2bp. See the [`many`](many/index.html) module.
+//!
+//! # Example
+//!
+//! ```
+//! use blake2::blake2b::{blake2b, Params};
+//!
+//! let expected = "ca002330e69d3e6b84a46a56a6533fd79d51d97a3bb7cad6c2ff43b354185d6d\
+//!                 c1e723fb3db4ae0737e120378424c714bb982d9dc5bbd7a0ab318240ddd18f8d";
+//! let hash = blake2b(b"foo");
+//! assert_eq!(expected, &hash.to_hex());
+//!
+//! let hash = Params::new()
+//!     .hash_length(16)
+//!     .key(b"The Magic Words are Squeamish Ossifrage")
+//!     .personal(b"L. P. Waterhouse")
+//!     .to_state()
+//!     .update(b"foo")
+//!     .update(b"bar")
+//!     .update(b"baz")
+//!     .finalize();
+//! assert_eq!("ee8ff4e9be887297cf79348dc35dab56", &hash.to_hex());
+//! ```
+
+use arrayref::{array_refs, mut_array_refs};
+use core::cmp;
+use core::fmt;
+use core::mem::size_of;
+
+#[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+mod avx2;
+mod portable;
+#[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+mod sse41;
+
+pub(crate) mod guts;
+pub mod many;
+
+#[cfg(test)]
+mod test;
+
+pub(crate) type Word = u64;
+pub(crate) type Count = u128;
+
+/// The max hash length.
+pub const OUTBYTES: usize = 8 * size_of::<Word>();
+/// The max key length.
+pub const KEYBYTES: usize = 8 * size_of::<Word>();
+/// The max salt length.
+pub const SALTBYTES: usize = 2 * size_of::<Word>();
+/// The max personalization length.
+pub const PERSONALBYTES: usize = 2 * size_of::<Word>();
+/// The number input bytes passed to each call to the compression function. Small benchmarks need
+/// to use an even multiple of `BLOCKBYTES`, or else their apparent throughput will be low.
+pub const BLOCKBYTES: usize = 16 * size_of::<Word>();
+
+const IV: [Word; 8] = [
+    0x6A09E667F3BCC908,
+    0xBB67AE8584CAA73B,
+    0x3C6EF372FE94F82B,
+    0xA54FF53A5F1D36F1,
+    0x510E527FADE682D1,
+    0x9B05688C2B3E6C1F,
+    0x1F83D9ABFB41BD6B,
+    0x5BE0CD19137E2179,
+];
+
+const SIGMA: [[u8; 16]; 12] = [
+    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15],
+    [14, 10, 4, 8, 9, 15, 13, 6, 1, 12, 0, 2, 11, 7, 5, 3],
+    [11, 8, 12, 0, 5, 2, 15, 13, 10, 14, 3, 6, 7, 1, 9, 4],
+    [7, 9, 3, 1, 13, 12, 11, 14, 2, 6, 5, 10, 4, 0, 15, 8],
+    [9, 0, 5, 7, 2, 4, 10, 15, 14, 1, 11, 12, 6, 8, 3, 13],
+    [2, 12, 6, 10, 0, 11, 8, 3, 4, 13, 7, 5, 15, 14, 1, 9],
+    [12, 5, 1, 15, 14, 13, 4, 10, 0, 7, 6, 3, 9, 2, 8, 11],
+    [13, 11, 7, 14, 12, 1, 3, 9, 5, 0, 15, 4, 8, 6, 2, 10],
+    [6, 15, 14, 9, 11, 3, 0, 8, 12, 2, 13, 7, 1, 4, 10, 5],
+    [10, 2, 8, 4, 7, 6, 1, 5, 15, 11, 9, 14, 3, 12, 13, 0],
+    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15],
+    [14, 10, 4, 8, 9, 15, 13, 6, 1, 12, 0, 2, 11, 7, 5, 3],
+];
+
+/// Compute the BLAKE2b hash of a slice of bytes all at once, using default
+/// parameters.
+///
+/// # Example
+///
+/// ```
+/// # use blake2::blake2b::{blake2b, Params};
+/// let expected = "ca002330e69d3e6b84a46a56a6533fd79d51d97a3bb7cad6c2ff43b354185d6d\
+///                 c1e723fb3db4ae0737e120378424c714bb982d9dc5bbd7a0ab318240ddd18f8d";
+/// let hash = blake2b(b"foo");
+/// assert_eq!(expected, &hash.to_hex());
+/// ```
+pub fn blake2b(input: &[u8]) -> Hash {
+    Params::new().hash(input)
+}
+
+/// A parameter builder that exposes all the non-default BLAKE2 features.
+///
+/// Apart from `hash_length`, which controls the length of the final `Hash`,
+/// all of these parameters are just associated data that gets mixed with the
+/// input. For more details, see [the BLAKE2 spec](https://blake2.net/blake2.pdf).
+///
+/// Several of the parameters have a valid range defined in the spec and
+/// documented below. Trying to set an invalid parameter will panic.
+///
+/// # Example
+///
+/// ```
+/// # use blake2::blake2b::Params;
+/// // Create a Params object with a secret key and a non-default length.
+/// let mut params = Params::new();
+/// params.key(b"my secret key");
+/// params.hash_length(16);
+///
+/// // Use those params to hash an input all at once.
+/// let hash = params.hash(b"my input");
+///
+/// // Or use those params to build an incremental State.
+/// let mut state = params.to_state();
+/// ```
+#[derive(Clone)]
+pub struct Params {
+    hash_length: u8,
+    key_length: u8,
+    key_block: [u8; BLOCKBYTES],
+    salt: [u8; SALTBYTES],
+    personal: [u8; PERSONALBYTES],
+    fanout: u8,
+    max_depth: u8,
+    max_leaf_length: u32,
+    node_offset: u64,
+    node_depth: u8,
+    inner_hash_length: u8,
+    last_node: guts::LastNode,
+    implementation: guts::Implementation,
+}
+
+impl Params {
+    /// Equivalent to `Params::default()`.
+    #[inline]
+    pub fn new() -> Self {
+        Self {
+            hash_length: OUTBYTES as u8,
+            key_length: 0,
+            key_block: [0; BLOCKBYTES],
+            salt: [0; SALTBYTES],
+            personal: [0; PERSONALBYTES],
+            // NOTE: fanout and max_depth don't default to zero!
+            fanout: 1,
+            max_depth: 1,
+            max_leaf_length: 0,
+            node_offset: 0,
+            node_depth: 0,
+            inner_hash_length: 0,
+            last_node: guts::LastNode::No,
+            implementation: guts::Implementation::detect(),
+        }
+    }
+
+    #[inline(always)]
+    pub(crate) fn to_words(&self) -> [Word; 8] {
+        let (salt_left, salt_right) = array_refs!(&self.salt, SALTBYTES / 2, SALTBYTES / 2);
+        let (personal_left, personal_right) =
+            array_refs!(&self.personal, PERSONALBYTES / 2, PERSONALBYTES / 2);
+        [
+            IV[0]
+                ^ self.hash_length as u64
+                ^ (self.key_length as u64) << 8
+                ^ (self.fanout as u64) << 16
+                ^ (self.max_depth as u64) << 24
+                ^ (self.max_leaf_length as u64) << 32,
+            IV[1] ^ self.node_offset,
+            IV[2] ^ self.node_depth as u64 ^ (self.inner_hash_length as u64) << 8,
+            IV[3],
+            IV[4] ^ Word::from_le_bytes(*salt_left),
+            IV[5] ^ Word::from_le_bytes(*salt_right),
+            IV[6] ^ Word::from_le_bytes(*personal_left),
+            IV[7] ^ Word::from_le_bytes(*personal_right),
+        ]
+    }
+
+    /// Hash an input all at once with these parameters.
+    #[inline]
+    pub fn hash(&self, input: &[u8]) -> Hash {
+        // If there's a key, just fall back to using the State.
+        if self.key_length > 0 {
+            return self.to_state().update(input).finalize();
+        }
+        let mut words = self.to_words();
+        self.implementation.compress1_loop(
+            input,
+            &mut words,
+            0,
+            self.last_node,
+            guts::Finalize::Yes,
+            guts::Stride::Serial,
+        );
+        Hash {
+            bytes: state_words_to_bytes(&words),
+            len: self.hash_length,
+        }
+    }
+
+    /// Construct a `State` object based on these parameters, for hashing input
+    /// incrementally.
+    pub fn to_state(&self) -> State {
+        State::with_params(self)
+    }
+
+    /// Set the length of the final hash in bytes, from 1 to `OUTBYTES` (64). Apart from
+    /// controlling the length of the final `Hash`, this is also associated data, and changing it
+    /// will result in a totally different hash.
+    #[inline]
+    pub fn hash_length(&mut self, length: usize) -> &mut Self {
+        assert!(
+            (1..=OUTBYTES).contains(&length),
+            "Bad hash length: {}",
+            length
+        );
+        self.hash_length = length as u8;
+        self
+    }
+
+    /// Use a secret key, so that BLAKE2 acts as a MAC. The maximum key length is `KEYBYTES` (64).
+    /// An empty key is equivalent to having no key at all.
+    #[inline]
+    pub fn key(&mut self, key: &[u8]) -> &mut Self {
+        assert!(key.len() <= KEYBYTES, "Bad key length: {}", key.len());
+        self.key_length = key.len() as u8;
+        self.key_block = [0; BLOCKBYTES];
+        self.key_block[..key.len()].copy_from_slice(key);
+        self
+    }
+
+    /// At most `SALTBYTES` (16). Shorter salts are padded with null bytes. An empty salt is
+    /// equivalent to having no salt at all.
+    #[inline]
+    pub fn salt(&mut self, salt: &[u8]) -> &mut Self {
+        assert!(salt.len() <= SALTBYTES, "Bad salt length: {}", salt.len());
+        self.salt = [0; SALTBYTES];
+        self.salt[..salt.len()].copy_from_slice(salt);
+        self
+    }
+
+    /// At most `PERSONALBYTES` (16). Shorter personalizations are padded with null bytes. An empty
+    /// personalization is equivalent to having no personalization at all.
+    #[inline]
+    pub fn personal(&mut self, personalization: &[u8]) -> &mut Self {
+        assert!(
+            personalization.len() <= PERSONALBYTES,
+            "Bad personalization length: {}",
+            personalization.len()
+        );
+        self.personal = [0; PERSONALBYTES];
+        self.personal[..personalization.len()].copy_from_slice(personalization);
+        self
+    }
+
+    /// From 0 (meaning unlimited) to 255. The default is 1 (meaning sequential).
+    #[inline]
+    pub fn fanout(&mut self, fanout: u8) -> &mut Self {
+        self.fanout = fanout;
+        self
+    }
+
+    /// From 0 (meaning BLAKE2X B2 hashes), through 1 (the default, meaning sequential) to 255 (meaning unlimited).
+    #[inline]
+    pub fn max_depth(&mut self, depth: u8) -> &mut Self {
+        self.max_depth = depth;
+        self
+    }
+
+    /// From 0 (the default, meaning unlimited or sequential) to `2^32 - 1`.
+    #[inline]
+    pub fn max_leaf_length(&mut self, length: u32) -> &mut Self {
+        self.max_leaf_length = length;
+        self
+    }
+
+    /// From 0 (the default, meaning first, leftmost, leaf, or sequential) to `2^64 - 1`.
+    #[inline]
+    pub fn node_offset(&mut self, offset: u64) -> &mut Self {
+        self.node_offset = offset;
+        self
+    }
+
+    /// From 0 (the default, meaning leaf or sequential) to 255.
+    #[inline]
+    pub fn node_depth(&mut self, depth: u8) -> &mut Self {
+        self.node_depth = depth;
+        self
+    }
+
+    /// From 0 (the default, meaning sequential) to `OUTBYTES` (64).
+    #[inline]
+    pub fn inner_hash_length(&mut self, length: usize) -> &mut Self {
+        assert!(length <= OUTBYTES, "Bad inner hash length: {}", length);
+        self.inner_hash_length = length as u8;
+        self
+    }
+
+    /// Indicates the rightmost node in a row. This can also be changed on the
+    /// `State` object, potentially after hashing has begun. See
+    /// [`State::set_last_node`].
+    ///
+    /// [`State::set_last_node`]: struct.State.html#method.set_last_node
+    #[inline]
+    pub fn last_node(&mut self, last_node: bool) -> &mut Self {
+        self.last_node = if last_node {
+            guts::LastNode::Yes
+        } else {
+            guts::LastNode::No
+        };
+        self
+    }
+}
+
+impl Default for Params {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl fmt::Debug for Params {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(
+            f,
+            "Params {{ hash_length: {}, key_length: {}, salt: {:?}, personal: {:?}, fanout: {}, \
+             max_depth: {}, max_leaf_length: {}, node_offset: {}, node_depth: {}, \
+             inner_hash_length: {}, last_node: {} }}",
+            self.hash_length,
+            // NB: Don't print the key itself. Debug shouldn't leak secrets.
+            self.key_length,
+            &self.salt,
+            &self.personal,
+            self.fanout,
+            self.max_depth,
+            self.max_leaf_length,
+            self.node_offset,
+            self.node_depth,
+            self.inner_hash_length,
+            self.last_node.yes(),
+        )
+    }
+}
+
+/// An incremental hasher for BLAKE2b.
+///
+/// To construct a `State` with non-default parameters, see `Params::to_state`.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2b::{blake2b, State};
+///
+/// let mut state = State::new();
+///
+/// state.update(b"foo");
+/// assert_eq!(blake2b(b"foo"), state.finalize());
+///
+/// state.update(b"bar");
+/// assert_eq!(blake2b(b"foobar"), state.finalize());
+/// ```
+#[derive(Clone)]
+pub struct State {
+    words: [Word; 8],
+    count: Count,
+    buf: [u8; BLOCKBYTES],
+    buflen: u8,
+    last_node: guts::LastNode,
+    hash_length: u8,
+    implementation: guts::Implementation,
+    is_keyed: bool,
+}
+
+impl State {
+    /// Equivalent to `State::default()` or `Params::default().to_state()`.
+    pub fn new() -> Self {
+        Self::with_params(&Params::default())
+    }
+
+    fn with_params(params: &Params) -> Self {
+        let mut state = Self {
+            words: params.to_words(),
+            count: 0,
+            buf: [0; BLOCKBYTES],
+            buflen: 0,
+            last_node: params.last_node,
+            hash_length: params.hash_length,
+            implementation: params.implementation,
+            is_keyed: params.key_length > 0,
+        };
+        if state.is_keyed {
+            state.buf = params.key_block;
+            state.buflen = state.buf.len() as u8;
+        }
+        state
+    }
+
+    fn fill_buf(&mut self, input: &mut &[u8]) {
+        let take = cmp::min(BLOCKBYTES - self.buflen as usize, input.len());
+        self.buf[self.buflen as usize..self.buflen as usize + take].copy_from_slice(&input[..take]);
+        self.buflen += take as u8;
+        *input = &input[take..];
+    }
+
+    // If the state already has some input in its buffer, try to fill the buffer and perform a
+    // compression. However, only do the compression if there's more input coming, otherwise it
+    // will give the wrong hash it the caller finalizes immediately after.
+    fn compress_buffer_if_possible(&mut self, input: &mut &[u8]) {
+        if self.buflen > 0 {
+            self.fill_buf(input);
+            if !input.is_empty() {
+                self.implementation.compress1_loop(
+                    &self.buf,
+                    &mut self.words,
+                    self.count,
+                    self.last_node,
+                    guts::Finalize::No,
+                    guts::Stride::Serial,
+                );
+                self.count = self.count.wrapping_add(BLOCKBYTES as Count);
+                self.buflen = 0;
+            }
+        }
+    }
+
+    /// Add input to the hash. You can call `update` any number of times.
+    pub fn update(&mut self, mut input: &[u8]) -> &mut Self {
+        // If we have a partial buffer, try to complete it.
+        self.compress_buffer_if_possible(&mut input);
+        // While there's more than a block of input left (which also means we cleared the buffer
+        // above), compress blocks directly without copying.
+        let mut end = input.len().saturating_sub(1);
+        end -= end % BLOCKBYTES;
+        if end > 0 {
+            self.implementation.compress1_loop(
+                &input[..end],
+                &mut self.words,
+                self.count,
+                self.last_node,
+                guts::Finalize::No,
+                guts::Stride::Serial,
+            );
+            self.count = self.count.wrapping_add(end as Count);
+            input = &input[end..];
+        }
+        // Buffer any remaining input, to be either compressed or finalized in a subsequent call.
+        // Note that this represents some copying overhead, which in theory we could avoid in
+        // all-at-once setting. A function hardcoded for exactly BLOCKSIZE input bytes is about 10%
+        // faster than using this implementation for the same input.
+        self.fill_buf(&mut input);
+        self
+    }
+
+    /// Finalize the state and return a `Hash`. This method is idempotent, and calling it multiple
+    /// times will give the same result. It's also possible to `update` with more input in between.
+    pub fn finalize(&self) -> Hash {
+        let mut words_copy = self.words;
+        self.implementation.compress1_loop(
+            &self.buf[..self.buflen as usize],
+            &mut words_copy,
+            self.count,
+            self.last_node,
+            guts::Finalize::Yes,
+            guts::Stride::Serial,
+        );
+        Hash {
+            bytes: state_words_to_bytes(&words_copy),
+            len: self.hash_length,
+        }
+    }
+
+    /// Set a flag indicating that this is the last node of its level in a tree hash. This is
+    /// equivalent to [`Params::last_node`], except that it can be set at any time before calling
+    /// `finalize`. That allows callers to begin hashing a node without knowing ahead of time
+    /// whether it's the last in its level. For more details about the intended use of this flag
+    /// [the BLAKE2 spec].
+    ///
+    /// [`Params::last_node`]: struct.Params.html#method.last_node
+    /// [the BLAKE2 spec]: https://blake2.net/blake2.pdf
+    pub fn set_last_node(&mut self, last_node: bool) -> &mut Self {
+        self.last_node = if last_node {
+            guts::LastNode::Yes
+        } else {
+            guts::LastNode::No
+        };
+        self
+    }
+
+    /// Return the total number of bytes input so far.
+    ///
+    /// Note that `count` doesn't include the bytes of the key block, if any.
+    /// It's exactly the total number of input bytes fed to `update`.
+    pub fn count(&self) -> Count {
+        let mut ret = self.count.wrapping_add(self.buflen as Count);
+        if self.is_keyed {
+            ret -= BLOCKBYTES as Count;
+        }
+        ret
+    }
+}
+
+#[inline(always)]
+pub(crate) fn state_words_to_bytes(state_words: &[Word; 8]) -> [u8; OUTBYTES] {
+    let mut bytes = [0; OUTBYTES];
+    {
+        const W: usize = size_of::<Word>();
+        let refs = mut_array_refs!(&mut bytes, W, W, W, W, W, W, W, W);
+        *refs.0 = state_words[0].to_le_bytes();
+        *refs.1 = state_words[1].to_le_bytes();
+        *refs.2 = state_words[2].to_le_bytes();
+        *refs.3 = state_words[3].to_le_bytes();
+        *refs.4 = state_words[4].to_le_bytes();
+        *refs.5 = state_words[5].to_le_bytes();
+        *refs.6 = state_words[6].to_le_bytes();
+        *refs.7 = state_words[7].to_le_bytes();
+    }
+    bytes
+}
+
+#[cfg(feature = "std")]
+impl std::io::Write for State {
+    fn write(&mut self, buf: &[u8]) -> std::io::Result<usize> {
+        self.update(buf);
+        Ok(buf.len())
+    }
+
+    fn flush(&mut self) -> std::io::Result<()> {
+        Ok(())
+    }
+}
+
+impl fmt::Debug for State {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        // NB: Don't print the words. Leaking them would allow length extension.
+        write!(
+            f,
+            "State {{ count: {}, hash_length: {}, last_node: {} }}",
+            self.count(),
+            self.hash_length,
+            self.last_node.yes(),
+        )
+    }
+}
+
+impl Default for State {
+    fn default() -> Self {
+        Self::with_params(&Params::default())
+    }
+}
+
+type HexString = arrayvec::ArrayString<[u8; 2 * OUTBYTES]>;
+
+/// A finalized BLAKE2 hash, with constant-time equality.
+#[derive(Clone, Copy)]
+pub struct Hash {
+    pub(crate) bytes: [u8; OUTBYTES],
+    pub(crate) len: u8,
+}
+
+impl Hash {
+    /// Convert the hash to a byte slice. Note that if you're using BLAKE2 as a MAC, you need
+    /// constant time equality, which `&[u8]` doesn't provide.
+    pub fn as_bytes(&self) -> &[u8] {
+        &self.bytes[..self.len as usize]
+    }
+
+    /// Convert the hash to a byte array. Note that if you're using BLAKE2 as a
+    /// MAC, you need constant time equality, which arrays don't provide. This
+    /// panics in debug mode if the length of the hash isn't `OUTBYTES`.
+    #[inline]
+    pub fn as_array(&self) -> &[u8; OUTBYTES] {
+        debug_assert_eq!(self.len as usize, OUTBYTES);
+        &self.bytes
+    }
+
+    /// Convert the hash to a lowercase hexadecimal
+    /// [`ArrayString`](https://docs.rs/arrayvec/0.4/arrayvec/struct.ArrayString.html).
+    pub fn to_hex(&self) -> HexString {
+        bytes_to_hex(self.as_bytes())
+    }
+}
+
+fn bytes_to_hex(bytes: &[u8]) -> HexString {
+    let mut s = arrayvec::ArrayString::new();
+    let table = b"0123456789abcdef";
+    for &b in bytes {
+        s.push(table[(b >> 4) as usize] as char);
+        s.push(table[(b & 0xf) as usize] as char);
+    }
+    s
+}
+
+/// This implementation is constant time, if the two hashes are the same length.
+impl PartialEq for Hash {
+    fn eq(&self, other: &Hash) -> bool {
+        constant_time_eq::constant_time_eq(&self.as_bytes(), &other.as_bytes())
+    }
+}
+
+/// This implementation is constant time, if the slice is the same length as the hash.
+impl PartialEq<[u8]> for Hash {
+    fn eq(&self, other: &[u8]) -> bool {
+        constant_time_eq::constant_time_eq(&self.as_bytes(), other)
+    }
+}
+
+impl Eq for Hash {}
+
+impl AsRef<[u8]> for Hash {
+    fn as_ref(&self) -> &[u8] {
+        self.as_bytes()
+    }
+}
+
+impl fmt::Debug for Hash {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(f, "Hash(0x{})", self.to_hex())
+    }
+}
+
+// Paint a byte pattern that won't repeat, so that we don't accidentally miss
+// buffer offset bugs. This is the same as what Bao uses in its tests.
+#[cfg(test)]
+pub(crate) fn paint_test_input(buf: &mut [u8]) {
+    let mut offset = 0;
+    let mut counter: u32 = 1;
+    while offset < buf.len() {
+        let bytes = counter.to_le_bytes();
+        let take = cmp::min(bytes.len(), buf.len() - offset);
+        buf[offset..][..take].copy_from_slice(&bytes[..take]);
+        counter += 1;
+        offset += take;
+    }
+}
+
+// This module is pub for internal benchmarks only. Please don't use it.
+#[doc(hidden)]
+pub mod benchmarks {
+    use super::*;
+    use crate::blake2bp;
+
+    pub fn force_portable(params: &mut Params) {
+        params.implementation = guts::Implementation::portable();
+    }
+
+    pub fn force_portable_blake2bp(params: &mut blake2bp::Params) {
+        blake2bp::force_portable(params);
+    }
+}
diff --git a/blake2/src/blake2b/avx2.rs b/blake2/src/blake2b/avx2.rs
new file mode 100644
index 000000000..6c725806b
--- /dev/null
+++ b/blake2/src/blake2b/avx2.rs
@@ -0,0 +1,933 @@
+//! AVX2 backend
+
+#![allow(clippy::many_single_char_names)]
+
+#[cfg(target_arch = "x86")]
+use core::arch::x86::*;
+#[cfg(target_arch = "x86_64")]
+use core::arch::x86_64::*;
+
+use super::guts::{
+    assemble_count, count_high, count_low, final_block, flag_word, input_debug_asserts, Finalize,
+    Job, LastNode, Stride,
+};
+use super::{Count, Word, BLOCKBYTES, IV, SIGMA};
+use arrayref::{array_refs, mut_array_refs};
+use core::cmp;
+use core::mem;
+
+pub const DEGREE: usize = 4;
+
+#[inline(always)]
+unsafe fn loadu(src: *const [Word; DEGREE]) -> __m256i {
+    // This is an unaligned load, so the pointer cast is allowed.
+    _mm256_loadu_si256(src as *const __m256i)
+}
+
+#[inline(always)]
+unsafe fn storeu(src: __m256i, dest: *mut [Word; DEGREE]) {
+    // This is an unaligned store, so the pointer cast is allowed.
+    _mm256_storeu_si256(dest as *mut __m256i, src)
+}
+
+#[inline(always)]
+unsafe fn loadu_128(mem_addr: &[u8; 16]) -> __m128i {
+    _mm_loadu_si128(mem_addr.as_ptr() as *const __m128i)
+}
+
+#[inline(always)]
+unsafe fn add(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_add_epi64(a, b)
+}
+
+#[inline(always)]
+unsafe fn eq(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_cmpeq_epi64(a, b)
+}
+
+#[inline(always)]
+unsafe fn and(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_and_si256(a, b)
+}
+
+#[inline(always)]
+unsafe fn negate_and(a: __m256i, b: __m256i) -> __m256i {
+    // Note that "and not" implies the reverse of the actual arg order.
+    _mm256_andnot_si256(a, b)
+}
+
+#[inline(always)]
+unsafe fn xor(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_xor_si256(a, b)
+}
+
+#[inline(always)]
+unsafe fn set1(x: u64) -> __m256i {
+    _mm256_set1_epi64x(x as i64)
+}
+
+#[inline(always)]
+unsafe fn set4(a: u64, b: u64, c: u64, d: u64) -> __m256i {
+    _mm256_setr_epi64x(a as i64, b as i64, c as i64, d as i64)
+}
+
+// Adapted from https://github.com/rust-lang-nursery/stdsimd/pull/479.
+macro_rules! _MM_SHUFFLE {
+    ($z:expr, $y:expr, $x:expr, $w:expr) => {
+        ($z << 6) | ($y << 4) | ($x << 2) | $w
+    };
+}
+
+// These rotations are the "simple version". For the "complicated version", see
+// https://github.com/sneves/blake2-avx2/blob/b3723921f668df09ece52dcd225a36d4a4eea1d9/blake2b-common.h#L43-L46.
+// For a discussion of the tradeoffs, see
+// https://github.com/sneves/blake2-avx2/pull/5. In short:
+// - Due to an LLVM bug (https://bugs.llvm.org/show_bug.cgi?id=44379), this
+//   version performs better on recent x86 chips.
+// - LLVM is able to optimize this version to AVX-512 rotation instructions
+//   when those are enabled.
+
+#[inline(always)]
+unsafe fn rot32(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi64(x, 32), _mm256_slli_epi64(x, 64 - 32))
+}
+
+#[inline(always)]
+unsafe fn rot24(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi64(x, 24), _mm256_slli_epi64(x, 64 - 24))
+}
+
+#[inline(always)]
+unsafe fn rot16(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi64(x, 16), _mm256_slli_epi64(x, 64 - 16))
+}
+
+#[inline(always)]
+unsafe fn rot63(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi64(x, 63), _mm256_slli_epi64(x, 64 - 63))
+}
+
+#[inline(always)]
+unsafe fn g1(a: &mut __m256i, b: &mut __m256i, c: &mut __m256i, d: &mut __m256i, m: &mut __m256i) {
+    *a = add(*a, *m);
+    *a = add(*a, *b);
+    *d = xor(*d, *a);
+    *d = rot32(*d);
+    *c = add(*c, *d);
+    *b = xor(*b, *c);
+    *b = rot24(*b);
+}
+
+#[inline(always)]
+unsafe fn g2(a: &mut __m256i, b: &mut __m256i, c: &mut __m256i, d: &mut __m256i, m: &mut __m256i) {
+    *a = add(*a, *m);
+    *a = add(*a, *b);
+    *d = xor(*d, *a);
+    *d = rot16(*d);
+    *c = add(*c, *d);
+    *b = xor(*b, *c);
+    *b = rot63(*b);
+}
+
+// Note the optimization here of leaving b as the unrotated row, rather than a.
+// All the message loads below are adjusted to compensate for this. See
+// discussion at https://github.com/sneves/blake2-avx2/pull/4
+#[inline(always)]
+unsafe fn diagonalize(a: &mut __m256i, _b: &mut __m256i, c: &mut __m256i, d: &mut __m256i) {
+    *a = _mm256_permute4x64_epi64(*a, _MM_SHUFFLE!(2, 1, 0, 3));
+    *d = _mm256_permute4x64_epi64(*d, _MM_SHUFFLE!(1, 0, 3, 2));
+    *c = _mm256_permute4x64_epi64(*c, _MM_SHUFFLE!(0, 3, 2, 1));
+}
+
+#[inline(always)]
+unsafe fn undiagonalize(a: &mut __m256i, _b: &mut __m256i, c: &mut __m256i, d: &mut __m256i) {
+    *a = _mm256_permute4x64_epi64(*a, _MM_SHUFFLE!(0, 3, 2, 1));
+    *d = _mm256_permute4x64_epi64(*d, _MM_SHUFFLE!(1, 0, 3, 2));
+    *c = _mm256_permute4x64_epi64(*c, _MM_SHUFFLE!(2, 1, 0, 3));
+}
+
+#[inline(always)]
+unsafe fn compress_block(
+    block: &[u8; BLOCKBYTES],
+    words: &mut [Word; 8],
+    count: Count,
+    last_block: Word,
+    last_node: Word,
+) {
+    let (words_low, words_high) = mut_array_refs!(words, DEGREE, DEGREE);
+    let (iv_low, iv_high) = array_refs!(&IV, DEGREE, DEGREE);
+    let mut a = loadu(words_low);
+    let mut b = loadu(words_high);
+    let mut c = loadu(iv_low);
+    let flags = set4(count_low(count), count_high(count), last_block, last_node);
+    let mut d = xor(loadu(iv_high), flags);
+
+    let msg_chunks = array_refs!(block, 16, 16, 16, 16, 16, 16, 16, 16);
+    let m0 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.0));
+    let m1 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.1));
+    let m2 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.2));
+    let m3 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.3));
+    let m4 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.4));
+    let m5 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.5));
+    let m6 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.6));
+    let m7 = _mm256_broadcastsi128_si256(loadu_128(msg_chunks.7));
+
+    let iv0 = a;
+    let iv1 = b;
+    let mut t0;
+    let mut t1;
+    let mut b0;
+
+    // round 1
+    t0 = _mm256_unpacklo_epi64(m0, m1);
+    t1 = _mm256_unpacklo_epi64(m2, m3);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m0, m1);
+    t1 = _mm256_unpackhi_epi64(m2, m3);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpacklo_epi64(m7, m4);
+    t1 = _mm256_unpacklo_epi64(m5, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m7, m4);
+    t1 = _mm256_unpackhi_epi64(m5, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 2
+    t0 = _mm256_unpacklo_epi64(m7, m2);
+    t1 = _mm256_unpackhi_epi64(m4, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m5, m4);
+    t1 = _mm256_alignr_epi8(m3, m7, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpackhi_epi64(m2, m0);
+    t1 = _mm256_blend_epi32(m5, m0, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_alignr_epi8(m6, m1, 8);
+    t1 = _mm256_blend_epi32(m3, m1, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 3
+    t0 = _mm256_alignr_epi8(m6, m5, 8);
+    t1 = _mm256_unpackhi_epi64(m2, m7);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m4, m0);
+    t1 = _mm256_blend_epi32(m6, m1, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_alignr_epi8(m5, m4, 8);
+    t1 = _mm256_unpackhi_epi64(m1, m3);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m2, m7);
+    t1 = _mm256_blend_epi32(m0, m3, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 4
+    t0 = _mm256_unpackhi_epi64(m3, m1);
+    t1 = _mm256_unpackhi_epi64(m6, m5);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m4, m0);
+    t1 = _mm256_unpacklo_epi64(m6, m7);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_alignr_epi8(m1, m7, 8);
+    t1 = _mm256_shuffle_epi32(m2, _MM_SHUFFLE!(1, 0, 3, 2));
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m4, m3);
+    t1 = _mm256_unpacklo_epi64(m5, m0);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 5
+    t0 = _mm256_unpackhi_epi64(m4, m2);
+    t1 = _mm256_unpacklo_epi64(m1, m5);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_blend_epi32(m3, m0, 0x33);
+    t1 = _mm256_blend_epi32(m7, m2, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_alignr_epi8(m7, m1, 8);
+    t1 = _mm256_alignr_epi8(m3, m5, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m6, m0);
+    t1 = _mm256_unpacklo_epi64(m6, m4);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 6
+    t0 = _mm256_unpacklo_epi64(m1, m3);
+    t1 = _mm256_unpacklo_epi64(m0, m4);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m6, m5);
+    t1 = _mm256_unpackhi_epi64(m5, m1);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_alignr_epi8(m2, m0, 8);
+    t1 = _mm256_unpackhi_epi64(m3, m7);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m4, m6);
+    t1 = _mm256_alignr_epi8(m7, m2, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 7
+    t0 = _mm256_blend_epi32(m0, m6, 0x33);
+    t1 = _mm256_unpacklo_epi64(m7, m2);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m2, m7);
+    t1 = _mm256_alignr_epi8(m5, m6, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpacklo_epi64(m4, m0);
+    t1 = _mm256_blend_epi32(m4, m3, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m5, m3);
+    t1 = _mm256_shuffle_epi32(m1, _MM_SHUFFLE!(1, 0, 3, 2));
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 8
+    t0 = _mm256_unpackhi_epi64(m6, m3);
+    t1 = _mm256_blend_epi32(m1, m6, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_alignr_epi8(m7, m5, 8);
+    t1 = _mm256_unpackhi_epi64(m0, m4);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_blend_epi32(m2, m1, 0x33);
+    t1 = _mm256_alignr_epi8(m4, m7, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m5, m0);
+    t1 = _mm256_unpacklo_epi64(m2, m3);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 9
+    t0 = _mm256_unpacklo_epi64(m3, m7);
+    t1 = _mm256_alignr_epi8(m0, m5, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m7, m4);
+    t1 = _mm256_alignr_epi8(m4, m1, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpacklo_epi64(m5, m6);
+    t1 = _mm256_unpackhi_epi64(m6, m0);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_alignr_epi8(m1, m2, 8);
+    t1 = _mm256_alignr_epi8(m2, m3, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 10
+    t0 = _mm256_unpacklo_epi64(m5, m4);
+    t1 = _mm256_unpackhi_epi64(m3, m0);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m1, m2);
+    t1 = _mm256_blend_epi32(m2, m3, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpackhi_epi64(m6, m7);
+    t1 = _mm256_unpackhi_epi64(m4, m1);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_blend_epi32(m5, m0, 0x33);
+    t1 = _mm256_unpacklo_epi64(m7, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 11
+    t0 = _mm256_unpacklo_epi64(m0, m1);
+    t1 = _mm256_unpacklo_epi64(m2, m3);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m0, m1);
+    t1 = _mm256_unpackhi_epi64(m2, m3);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpacklo_epi64(m7, m4);
+    t1 = _mm256_unpacklo_epi64(m5, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpackhi_epi64(m7, m4);
+    t1 = _mm256_unpackhi_epi64(m5, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    // round 12
+    t0 = _mm256_unpacklo_epi64(m7, m2);
+    t1 = _mm256_unpackhi_epi64(m4, m6);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_unpacklo_epi64(m5, m4);
+    t1 = _mm256_alignr_epi8(m3, m7, 8);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    diagonalize(&mut a, &mut b, &mut c, &mut d);
+    t0 = _mm256_unpackhi_epi64(m2, m0);
+    t1 = _mm256_blend_epi32(m5, m0, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g1(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    t0 = _mm256_alignr_epi8(m6, m1, 8);
+    t1 = _mm256_blend_epi32(m3, m1, 0x33);
+    b0 = _mm256_blend_epi32(t0, t1, 0xF0);
+    g2(&mut a, &mut b, &mut c, &mut d, &mut b0);
+    undiagonalize(&mut a, &mut b, &mut c, &mut d);
+
+    a = xor(a, c);
+    b = xor(b, d);
+    a = xor(a, iv0);
+    b = xor(b, iv1);
+
+    storeu(a, words_low);
+    storeu(b, words_high);
+}
+
+#[target_feature(enable = "avx2")]
+pub unsafe fn compress1_loop(
+    input: &[u8],
+    words: &mut [Word; 8],
+    mut count: Count,
+    last_node: LastNode,
+    finalize: Finalize,
+    stride: Stride,
+) {
+    input_debug_asserts(input, finalize);
+
+    let mut local_words = *words;
+
+    let mut fin_offset = input.len().saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    let mut buf = [0; BLOCKBYTES];
+    let (fin_block, fin_len, _) = final_block(input, fin_offset, &mut buf, stride);
+    let fin_last_block = flag_word(finalize.yes());
+    let fin_last_node = flag_word(finalize.yes() && last_node.yes());
+
+    let mut offset = 0;
+    loop {
+        let block;
+        let count_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            block = fin_block;
+            count_delta = fin_len;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            // This unsafe cast avoids bounds checks. There's guaranteed to be
+            // enough input because `offset < fin_offset`.
+            block = &*(input.as_ptr().add(offset) as *const [u8; BLOCKBYTES]);
+            count_delta = BLOCKBYTES;
+            last_block = flag_word(false);
+            last_node = flag_word(false);
+        };
+
+        count = count.wrapping_add(count_delta as Count);
+        compress_block(block, &mut local_words, count, last_block, last_node);
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    *words = local_words;
+}
+
+// Performance note: Factoring out a G function here doesn't hurt performance,
+// unlike in the case of BLAKE2s where it hurts substantially. In fact, on my
+// machine, it helps a tiny bit. But the difference it tiny, so I'm going to
+// stick to the approach used by https://github.com/sneves/blake2-avx2
+// until/unless I can be sure the (tiny) improvement is consistent across
+// different Intel microarchitectures. Smaller code size is nice, but a
+// divergence between the BLAKE2b and BLAKE2s implementations is less nice.
+#[inline(always)]
+unsafe fn round(v: &mut [__m256i; 16], m: &[__m256i; 16], r: usize) {
+    v[0] = add(v[0], m[SIGMA[r][0] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][2] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][4] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][6] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot32(v[12]);
+    v[13] = rot32(v[13]);
+    v[14] = rot32(v[14]);
+    v[15] = rot32(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot24(v[4]);
+    v[5] = rot24(v[5]);
+    v[6] = rot24(v[6]);
+    v[7] = rot24(v[7]);
+    v[0] = add(v[0], m[SIGMA[r][1] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][3] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][5] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][7] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[15] = rot16(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot63(v[4]);
+    v[5] = rot63(v[5]);
+    v[6] = rot63(v[6]);
+    v[7] = rot63(v[7]);
+
+    v[0] = add(v[0], m[SIGMA[r][8] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][10] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][12] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][14] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot32(v[15]);
+    v[12] = rot32(v[12]);
+    v[13] = rot32(v[13]);
+    v[14] = rot32(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot24(v[5]);
+    v[6] = rot24(v[6]);
+    v[7] = rot24(v[7]);
+    v[4] = rot24(v[4]);
+    v[0] = add(v[0], m[SIGMA[r][9] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][11] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][13] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][15] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot16(v[15]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot63(v[5]);
+    v[6] = rot63(v[6]);
+    v[7] = rot63(v[7]);
+    v[4] = rot63(v[4]);
+}
+
+// We'd rather make this a regular function with #[inline(always)], but for
+// some reason that blows up compile times by about 10 seconds, at least in
+// some cases (BLAKE2b avx2.rs). This macro seems to get the same performance
+// result, without the compile time issue.
+macro_rules! compress4_transposed {
+    (
+        $h_vecs:expr,
+        $msg_vecs:expr,
+        $count_low:expr,
+        $count_high:expr,
+        $lastblock:expr,
+        $lastnode:expr,
+    ) => {
+        let h_vecs: &mut [__m256i; 8] = $h_vecs;
+        let msg_vecs: &[__m256i; 16] = $msg_vecs;
+        let count_low: __m256i = $count_low;
+        let count_high: __m256i = $count_high;
+        let lastblock: __m256i = $lastblock;
+        let lastnode: __m256i = $lastnode;
+
+        let mut v = [
+            h_vecs[0],
+            h_vecs[1],
+            h_vecs[2],
+            h_vecs[3],
+            h_vecs[4],
+            h_vecs[5],
+            h_vecs[6],
+            h_vecs[7],
+            set1(IV[0]),
+            set1(IV[1]),
+            set1(IV[2]),
+            set1(IV[3]),
+            xor(set1(IV[4]), count_low),
+            xor(set1(IV[5]), count_high),
+            xor(set1(IV[6]), lastblock),
+            xor(set1(IV[7]), lastnode),
+        ];
+
+        round(&mut v, &msg_vecs, 0);
+        round(&mut v, &msg_vecs, 1);
+        round(&mut v, &msg_vecs, 2);
+        round(&mut v, &msg_vecs, 3);
+        round(&mut v, &msg_vecs, 4);
+        round(&mut v, &msg_vecs, 5);
+        round(&mut v, &msg_vecs, 6);
+        round(&mut v, &msg_vecs, 7);
+        round(&mut v, &msg_vecs, 8);
+        round(&mut v, &msg_vecs, 9);
+        round(&mut v, &msg_vecs, 10);
+        round(&mut v, &msg_vecs, 11);
+
+        h_vecs[0] = xor(xor(h_vecs[0], v[0]), v[8]);
+        h_vecs[1] = xor(xor(h_vecs[1], v[1]), v[9]);
+        h_vecs[2] = xor(xor(h_vecs[2], v[2]), v[10]);
+        h_vecs[3] = xor(xor(h_vecs[3], v[3]), v[11]);
+        h_vecs[4] = xor(xor(h_vecs[4], v[4]), v[12]);
+        h_vecs[5] = xor(xor(h_vecs[5], v[5]), v[13]);
+        h_vecs[6] = xor(xor(h_vecs[6], v[6]), v[14]);
+        h_vecs[7] = xor(xor(h_vecs[7], v[7]), v[15]);
+    };
+}
+
+#[inline(always)]
+unsafe fn interleave128(a: __m256i, b: __m256i) -> (__m256i, __m256i) {
+    (
+        _mm256_permute2x128_si256(a, b, 0x20),
+        _mm256_permute2x128_si256(a, b, 0x31),
+    )
+}
+
+// There are several ways to do a transposition. We could do it naively, with 8 separate
+// _mm256_set_epi64x instructions, referencing each of the 64 words explicitly. Or we could copy
+// the vecs into contiguous storage and then use gather instructions. This third approach is to use
+// a series of unpack instructions to interleave the vectors. In my benchmarks, interleaving is the
+// fastest approach. To test this, run `cargo +nightly bench --bench libtest load_4` in the
+// https://github.com/oconnor663/bao_experiments repo.
+#[inline(always)]
+unsafe fn transpose_vecs(
+    vec_a: __m256i,
+    vec_b: __m256i,
+    vec_c: __m256i,
+    vec_d: __m256i,
+) -> [__m256i; DEGREE] {
+    // Interleave 64-bit lates. The low unpack is lanes 00/22 and the high is 11/33.
+    let ab_02 = _mm256_unpacklo_epi64(vec_a, vec_b);
+    let ab_13 = _mm256_unpackhi_epi64(vec_a, vec_b);
+    let cd_02 = _mm256_unpacklo_epi64(vec_c, vec_d);
+    let cd_13 = _mm256_unpackhi_epi64(vec_c, vec_d);
+
+    // Interleave 128-bit lanes.
+    let (abcd_0, abcd_2) = interleave128(ab_02, cd_02);
+    let (abcd_1, abcd_3) = interleave128(ab_13, cd_13);
+
+    [abcd_0, abcd_1, abcd_2, abcd_3]
+}
+
+#[inline(always)]
+unsafe fn transpose_state_vecs(jobs: &[Job<'_, '_>; DEGREE]) -> [__m256i; 8] {
+    // Load all the state words into transposed vectors, where the first vector
+    // has the first word of each state, etc. Transposing once at the beginning
+    // and once at the end is more efficient that repeating it for each block.
+    let words0 = array_refs!(&jobs[0].words, DEGREE, DEGREE);
+    let words1 = array_refs!(&jobs[1].words, DEGREE, DEGREE);
+    let words2 = array_refs!(&jobs[2].words, DEGREE, DEGREE);
+    let words3 = array_refs!(&jobs[3].words, DEGREE, DEGREE);
+    let [h0, h1, h2, h3] = transpose_vecs(
+        loadu(words0.0),
+        loadu(words1.0),
+        loadu(words2.0),
+        loadu(words3.0),
+    );
+    let [h4, h5, h6, h7] = transpose_vecs(
+        loadu(words0.1),
+        loadu(words1.1),
+        loadu(words2.1),
+        loadu(words3.1),
+    );
+    [h0, h1, h2, h3, h4, h5, h6, h7]
+}
+
+#[inline(always)]
+unsafe fn untranspose_state_vecs(h_vecs: &[__m256i; 8], jobs: &mut [Job<'_, '_>; DEGREE]) {
+    // Un-transpose the updated state vectors back into the caller's arrays.
+    let [job0, job1, job2, job3] = jobs;
+    let words0 = mut_array_refs!(&mut job0.words, DEGREE, DEGREE);
+    let words1 = mut_array_refs!(&mut job1.words, DEGREE, DEGREE);
+    let words2 = mut_array_refs!(&mut job2.words, DEGREE, DEGREE);
+    let words3 = mut_array_refs!(&mut job3.words, DEGREE, DEGREE);
+    let out = transpose_vecs(h_vecs[0], h_vecs[1], h_vecs[2], h_vecs[3]);
+    storeu(out[0], words0.0);
+    storeu(out[1], words1.0);
+    storeu(out[2], words2.0);
+    storeu(out[3], words3.0);
+    let out = transpose_vecs(h_vecs[4], h_vecs[5], h_vecs[6], h_vecs[7]);
+    storeu(out[0], words0.1);
+    storeu(out[1], words1.1);
+    storeu(out[2], words2.1);
+    storeu(out[3], words3.1);
+}
+
+#[inline(always)]
+unsafe fn transpose_msg_vecs(blocks: [*const [u8; BLOCKBYTES]; DEGREE]) -> [__m256i; 16] {
+    // These input arrays have no particular alignment, so we use unaligned
+    // loads to read from them.
+    let block0 = blocks[0] as *const [Word; DEGREE];
+    let block1 = blocks[1] as *const [Word; DEGREE];
+    let block2 = blocks[2] as *const [Word; DEGREE];
+    let block3 = blocks[3] as *const [Word; DEGREE];
+    let [m0, m1, m2, m3] = transpose_vecs(
+        loadu(block0.add(0)),
+        loadu(block1.add(0)),
+        loadu(block2.add(0)),
+        loadu(block3.add(0)),
+    );
+    let [m4, m5, m6, m7] = transpose_vecs(
+        loadu(block0.add(1)),
+        loadu(block1.add(1)),
+        loadu(block2.add(1)),
+        loadu(block3.add(1)),
+    );
+    let [m8, m9, m10, m11] = transpose_vecs(
+        loadu(block0.add(2)),
+        loadu(block1.add(2)),
+        loadu(block2.add(2)),
+        loadu(block3.add(2)),
+    );
+    let [m12, m13, m14, m15] = transpose_vecs(
+        loadu(block0.add(3)),
+        loadu(block1.add(3)),
+        loadu(block2.add(3)),
+        loadu(block3.add(3)),
+    );
+    [
+        m0, m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15,
+    ]
+}
+
+#[inline(always)]
+unsafe fn load_counts(jobs: &[Job<'_, '_>; DEGREE]) -> (__m256i, __m256i) {
+    (
+        set4(
+            count_low(jobs[0].count),
+            count_low(jobs[1].count),
+            count_low(jobs[2].count),
+            count_low(jobs[3].count),
+        ),
+        set4(
+            count_high(jobs[0].count),
+            count_high(jobs[1].count),
+            count_high(jobs[2].count),
+            count_high(jobs[3].count),
+        ),
+    )
+}
+
+#[inline(always)]
+unsafe fn store_counts(jobs: &mut [Job<'_, '_>; DEGREE], low: __m256i, high: __m256i) {
+    let low_ints: [Word; DEGREE] = mem::transmute(low);
+    let high_ints: [Word; DEGREE] = mem::transmute(high);
+    for i in 0..DEGREE {
+        jobs[i].count = assemble_count(low_ints[i], high_ints[i]);
+    }
+}
+
+#[inline(always)]
+unsafe fn add_to_counts(lo: &mut __m256i, hi: &mut __m256i, delta: __m256i) {
+    // If the low counts reach zero, that means they wrapped, unless the delta
+    // was also zero.
+    *lo = add(*lo, delta);
+    let lo_reached_zero = eq(*lo, set1(0));
+    let delta_was_zero = eq(delta, set1(0));
+    let hi_inc = and(set1(1), negate_and(delta_was_zero, lo_reached_zero));
+    *hi = add(*hi, hi_inc);
+}
+
+#[inline(always)]
+unsafe fn flags_vec(flags: [bool; DEGREE]) -> __m256i {
+    set4(
+        flag_word(flags[0]),
+        flag_word(flags[1]),
+        flag_word(flags[2]),
+        flag_word(flags[3]),
+    )
+}
+
+#[target_feature(enable = "avx2")]
+pub unsafe fn compress4_loop(jobs: &mut [Job<'_, '_>; DEGREE], finalize: Finalize, stride: Stride) {
+    // If we're not finalizing, there can't be a partial block at the end.
+    for job in jobs.iter() {
+        input_debug_asserts(job.input, finalize);
+    }
+
+    let msg_ptrs = [
+        jobs[0].input.as_ptr(),
+        jobs[1].input.as_ptr(),
+        jobs[2].input.as_ptr(),
+        jobs[3].input.as_ptr(),
+    ];
+    let mut h_vecs = transpose_state_vecs(&jobs);
+    let (mut counts_lo, mut counts_hi) = load_counts(&jobs);
+
+    // Prepare the final blocks (note, which could be empty if the input is
+    // empty). Do all this before entering the main loop.
+    let min_len = jobs.iter().map(|job| job.input.len()).min().unwrap();
+    let mut fin_offset = min_len.saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    // Performance note, making these buffers mem::uninitialized() seems to
+    // cause problems in the optimizer.
+    let mut buf0: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf1: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf2: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf3: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let (block0, len0, finalize0) = final_block(jobs[0].input, fin_offset, &mut buf0, stride);
+    let (block1, len1, finalize1) = final_block(jobs[1].input, fin_offset, &mut buf1, stride);
+    let (block2, len2, finalize2) = final_block(jobs[2].input, fin_offset, &mut buf2, stride);
+    let (block3, len3, finalize3) = final_block(jobs[3].input, fin_offset, &mut buf3, stride);
+    let fin_blocks: [*const [u8; BLOCKBYTES]; DEGREE] = [block0, block1, block2, block3];
+    let fin_counts_delta = set4(len0 as Word, len1 as Word, len2 as Word, len3 as Word);
+    let fin_last_block;
+    let fin_last_node;
+    if finalize.yes() {
+        fin_last_block = flags_vec([finalize0, finalize1, finalize2, finalize3]);
+        fin_last_node = flags_vec([
+            finalize0 && jobs[0].last_node.yes(),
+            finalize1 && jobs[1].last_node.yes(),
+            finalize2 && jobs[2].last_node.yes(),
+            finalize3 && jobs[3].last_node.yes(),
+        ]);
+    } else {
+        fin_last_block = set1(0);
+        fin_last_node = set1(0);
+    }
+
+    // The main loop.
+    let mut offset = 0;
+    loop {
+        let blocks;
+        let counts_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            blocks = fin_blocks;
+            counts_delta = fin_counts_delta;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            blocks = [
+                msg_ptrs[0].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[1].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[2].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[3].add(offset) as *const [u8; BLOCKBYTES],
+            ];
+            counts_delta = set1(BLOCKBYTES as Word);
+            last_block = set1(0);
+            last_node = set1(0);
+        };
+
+        let m_vecs = transpose_msg_vecs(blocks);
+        add_to_counts(&mut counts_lo, &mut counts_hi, counts_delta);
+        compress4_transposed!(
+            &mut h_vecs,
+            &m_vecs,
+            counts_lo,
+            counts_hi,
+            last_block,
+            last_node,
+        );
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    // Write out the results.
+    untranspose_state_vecs(&h_vecs, &mut *jobs);
+    store_counts(&mut *jobs, counts_lo, counts_hi);
+    let max_consumed = offset.saturating_add(stride.padded_blockbytes());
+    for job in jobs.iter_mut() {
+        let consumed = cmp::min(max_consumed, job.input.len());
+        job.input = &job.input[consumed..];
+    }
+}
diff --git a/blake2/src/blake2b/guts.rs b/blake2/src/blake2b/guts.rs
new file mode 100644
index 000000000..fe8c24444
--- /dev/null
+++ b/blake2/src/blake2b/guts.rs
@@ -0,0 +1,565 @@
+use super::*;
+use arrayref::array_ref;
+use core::cmp;
+
+#[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+pub const MAX_DEGREE: usize = 4;
+
+#[cfg(not(any(target_arch = "x86", target_arch = "x86_64")))]
+pub const MAX_DEGREE: usize = 1;
+
+// Variants other than Portable are unreachable in no_std, unless CPU features
+// are explicitly enabled for the build with e.g. RUSTFLAGS="-C target-feature=avx2".
+// This might change in the future if is_x86_feature_detected moves into libcore.
+#[allow(dead_code)]
+#[derive(Clone, Copy, Debug, Eq, PartialEq)]
+enum Platform {
+    Portable,
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    SSE41,
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    AVX2,
+}
+
+#[derive(Clone, Copy, Debug)]
+pub struct Implementation(Platform);
+
+impl Implementation {
+    pub fn detect() -> Self {
+        // Try the different implementations in order of how fast/modern they
+        // are. Currently on non-x86, everything just uses portable.
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        {
+            if let Some(avx2_impl) = Self::avx2_if_supported() {
+                return avx2_impl;
+            }
+        }
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        {
+            if let Some(sse41_impl) = Self::sse41_if_supported() {
+                return sse41_impl;
+            }
+        }
+        Self::portable()
+    }
+
+    pub fn portable() -> Self {
+        Implementation(Platform::Portable)
+    }
+
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    #[allow(unreachable_code)]
+    pub fn sse41_if_supported() -> Option<Self> {
+        // Check whether SSE4.1 support is assumed by the build.
+        #[cfg(target_feature = "sse4.1")]
+        {
+            return Some(Implementation(Platform::SSE41));
+        }
+        // Otherwise dynamically check for support if we can.
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("sse4.1") {
+                return Some(Implementation(Platform::SSE41));
+            }
+        }
+        None
+    }
+
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    #[allow(unreachable_code)]
+    pub fn avx2_if_supported() -> Option<Self> {
+        // Check whether AVX2 support is assumed by the build.
+        #[cfg(target_feature = "avx2")]
+        {
+            return Some(Implementation(Platform::AVX2));
+        }
+        // Otherwise dynamically check for support if we can.
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("avx2") {
+                return Some(Implementation(Platform::AVX2));
+            }
+        }
+        None
+    }
+
+    pub fn degree(&self) -> usize {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 => avx2::DEGREE,
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::SSE41 => sse41::DEGREE,
+            Platform::Portable => 1,
+        }
+    }
+
+    pub fn compress1_loop(
+        &self,
+        input: &[u8],
+        words: &mut [Word; 8],
+        count: Count,
+        last_node: LastNode,
+        finalize: Finalize,
+        stride: Stride,
+    ) {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 => unsafe {
+                avx2::compress1_loop(input, words, count, last_node, finalize, stride);
+            },
+            // Note that there's an SSE version of compress1 in the official C
+            // implementation, but I haven't ported it yet.
+            _ => {
+                portable::compress1_loop(input, words, count, last_node, finalize, stride);
+            }
+        }
+    }
+
+    pub fn compress2_loop(&self, jobs: &mut [Job<'_, '_>; 2], finalize: Finalize, stride: Stride) {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 | Platform::SSE41 => unsafe {
+                sse41::compress2_loop(jobs, finalize, stride)
+            },
+            _ => panic!("unsupported"),
+        }
+    }
+
+    pub fn compress4_loop(&self, jobs: &mut [Job<'_, '_>; 4], finalize: Finalize, stride: Stride) {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 => unsafe { avx2::compress4_loop(jobs, finalize, stride) },
+            _ => panic!("unsupported"),
+        }
+    }
+}
+
+pub struct Job<'a, 'b> {
+    pub input: &'a [u8],
+    pub words: &'b mut [Word; 8],
+    pub count: Count,
+    pub last_node: LastNode,
+}
+
+impl<'a, 'b> core::fmt::Debug for Job<'a, 'b> {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        // NB: Don't print the words. Leaking them would allow length extension.
+        write!(
+            f,
+            "Job {{ input_len: {}, count: {}, last_node: {} }}",
+            self.input.len(),
+            self.count,
+            self.last_node.yes(),
+        )
+    }
+}
+
+// Finalize could just be a bool, but this is easier to read at callsites.
+#[derive(Clone, Copy, Debug)]
+pub enum Finalize {
+    Yes,
+    No,
+}
+
+impl Finalize {
+    pub fn yes(&self) -> bool {
+        match self {
+            Finalize::Yes => true,
+            Finalize::No => false,
+        }
+    }
+}
+
+// Like Finalize, this is easier to read at callsites.
+#[derive(Clone, Copy, Debug)]
+pub enum LastNode {
+    Yes,
+    No,
+}
+
+impl LastNode {
+    pub fn yes(&self) -> bool {
+        match self {
+            LastNode::Yes => true,
+            LastNode::No => false,
+        }
+    }
+}
+
+#[derive(Clone, Copy, Debug)]
+pub enum Stride {
+    Serial,   // BLAKE2b/BLAKE2s
+    Parallel, // BLAKE2bp/BLAKE2sp
+}
+
+impl Stride {
+    pub fn padded_blockbytes(&self) -> usize {
+        match self {
+            Stride::Serial => BLOCKBYTES,
+            Stride::Parallel => crate::blake2bp::DEGREE * BLOCKBYTES,
+        }
+    }
+}
+
+pub(crate) fn count_low(count: Count) -> Word {
+    count as Word
+}
+
+pub(crate) fn count_high(count: Count) -> Word {
+    (count >> (8 * size_of::<Word>())) as Word
+}
+
+pub(crate) fn assemble_count(low: Word, high: Word) -> Count {
+    low as Count + ((high as Count) << (8 * size_of::<Word>()))
+}
+
+pub(crate) fn flag_word(flag: bool) -> Word {
+    if flag {
+        !0
+    } else {
+        0
+    }
+}
+
+// Pull a array reference at the given offset straight from the input, if
+// there's a full block of input available. If there's only a partial block,
+// copy it into the provided buffer, and return an array reference that. Along
+// with the array, return the number of bytes of real input, and whether the
+// input can be finalized (i.e. whether there aren't any more bytes after this
+// block). Note that this is written so that the optimizer can elide bounds
+// checks, see: https://godbolt.org/z/0hH2bC
+pub fn final_block<'a>(
+    input: &'a [u8],
+    offset: usize,
+    buffer: &'a mut [u8; BLOCKBYTES],
+    stride: Stride,
+) -> (&'a [u8; BLOCKBYTES], usize, bool) {
+    let capped_offset = cmp::min(offset, input.len());
+    let offset_slice = &input[capped_offset..];
+    if offset_slice.len() >= BLOCKBYTES {
+        let block = array_ref!(offset_slice, 0, BLOCKBYTES);
+        let should_finalize = offset_slice.len() <= stride.padded_blockbytes();
+        (block, BLOCKBYTES, should_finalize)
+    } else {
+        // Copy the final block to the front of the block buffer. The rest of
+        // the buffer is assumed to be initialized to zero.
+        buffer[..offset_slice.len()].copy_from_slice(offset_slice);
+        (buffer, offset_slice.len(), true)
+    }
+}
+
+pub fn input_debug_asserts(input: &[u8], finalize: Finalize) {
+    // If we're not finalizing, the input must not be empty, and it must be an
+    // even multiple of the block size.
+    if !finalize.yes() {
+        debug_assert!(!input.is_empty());
+        debug_assert_eq!(0, input.len() % BLOCKBYTES);
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use arrayvec::ArrayVec;
+    use core::mem::size_of;
+
+    #[test]
+    fn test_detection() {
+        assert_eq!(Platform::Portable, Implementation::portable().0);
+
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("avx2") {
+                assert_eq!(Platform::AVX2, Implementation::detect().0);
+                assert_eq!(
+                    Platform::AVX2,
+                    Implementation::avx2_if_supported().unwrap().0
+                );
+                assert_eq!(
+                    Platform::SSE41,
+                    Implementation::sse41_if_supported().unwrap().0
+                );
+            } else if is_x86_feature_detected!("sse4.1") {
+                assert_eq!(Platform::SSE41, Implementation::detect().0);
+                assert!(Implementation::avx2_if_supported().is_none());
+                assert_eq!(
+                    Platform::SSE41,
+                    Implementation::sse41_if_supported().unwrap().0
+                );
+            } else {
+                assert_eq!(Platform::Portable, Implementation::detect().0);
+                assert!(Implementation::avx2_if_supported().is_none());
+                assert!(Implementation::sse41_if_supported().is_none());
+            }
+        }
+    }
+
+    // TODO: Move all of these case tests into the implementation files.
+    fn exercise_cases<F>(mut f: F)
+    where
+        F: FnMut(Stride, usize, LastNode, Finalize, Count),
+    {
+        // Chose counts to hit the relevant overflow cases.
+        let counts = &[
+            (0 as Count),
+            ((1 as Count) << (8 * size_of::<Word>())) - BLOCKBYTES as Count,
+            (0 as Count).wrapping_sub(BLOCKBYTES as Count),
+        ];
+        for &stride in &[Stride::Serial, Stride::Parallel] {
+            let lengths = [
+                0,
+                1,
+                BLOCKBYTES - 1,
+                BLOCKBYTES,
+                BLOCKBYTES + 1,
+                2 * BLOCKBYTES - 1,
+                2 * BLOCKBYTES,
+                2 * BLOCKBYTES + 1,
+                stride.padded_blockbytes() - 1,
+                stride.padded_blockbytes(),
+                stride.padded_blockbytes() + 1,
+                2 * stride.padded_blockbytes() - 1,
+                2 * stride.padded_blockbytes(),
+                2 * stride.padded_blockbytes() + 1,
+            ];
+            for &length in &lengths {
+                for &last_node in &[LastNode::No, LastNode::Yes] {
+                    for &finalize in &[Finalize::No, Finalize::Yes] {
+                        if !finalize.yes() && (length == 0 || length % BLOCKBYTES != 0) {
+                            // Skip these cases, they're invalid.
+                            continue;
+                        }
+                        for &count in counts {
+                            // eprintln!("\ncase -----");
+                            // dbg!(stride);
+                            // dbg!(length);
+                            // dbg!(last_node);
+                            // dbg!(finalize);
+                            // dbg!(count);
+
+                            f(stride, length, last_node, finalize, count);
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    fn initial_test_words(input_index: usize) -> [Word; 8] {
+        crate::blake2b::Params::new()
+            .node_offset(input_index as u64)
+            .to_words()
+    }
+
+    // Use the portable implementation, one block at a time, to compute the
+    // final state words expected for a given test case.
+    fn reference_compression(
+        input: &[u8],
+        stride: Stride,
+        last_node: LastNode,
+        finalize: Finalize,
+        mut count: Count,
+        input_index: usize,
+    ) -> [Word; 8] {
+        let mut words = initial_test_words(input_index);
+        let mut offset = 0;
+        while offset == 0 || offset < input.len() {
+            let block_size = cmp::min(BLOCKBYTES, input.len() - offset);
+            let maybe_finalize = if offset + stride.padded_blockbytes() < input.len() {
+                Finalize::No
+            } else {
+                finalize
+            };
+            portable::compress1_loop(
+                &input[offset..][..block_size],
+                &mut words,
+                count,
+                last_node,
+                maybe_finalize,
+                Stride::Serial,
+            );
+            offset += stride.padded_blockbytes();
+            count = count.wrapping_add(BLOCKBYTES as Count);
+        }
+        words
+    }
+
+    // For various loop lengths and finalization parameters, make sure that the
+    // implementation gives the same answer as the portable implementation does
+    // when invoked one block at a time. (So even the portable implementation
+    // itself is being tested here, to make sure its loop is correct.) Note
+    // that this doesn't include any fixed test vectors; those are taken from
+    // the blake2-kat.json file (copied from upstream) and tested elsewhere.
+    fn exercise_compress1_loop(implementation: Implementation) {
+        let mut input = [0; 100 * BLOCKBYTES];
+        paint_test_input(&mut input);
+
+        exercise_cases(|stride, length, last_node, finalize, count| {
+            let reference_words =
+                reference_compression(&input[..length], stride, last_node, finalize, count, 0);
+
+            let mut test_words = initial_test_words(0);
+            implementation.compress1_loop(
+                &input[..length],
+                &mut test_words,
+                count,
+                last_node,
+                finalize,
+                stride,
+            );
+            assert_eq!(reference_words, test_words);
+        });
+    }
+
+    #[test]
+    fn test_compress1_loop_portable() {
+        exercise_compress1_loop(Implementation::portable());
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress1_loop_sse41() {
+        // Currently this just falls back to portable, but we test it anyway.
+        if let Some(imp) = Implementation::sse41_if_supported() {
+            exercise_compress1_loop(imp);
+        }
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress1_loop_avx2() {
+        if let Some(imp) = Implementation::avx2_if_supported() {
+            exercise_compress1_loop(imp);
+        }
+    }
+
+    // I use ArrayVec everywhere in here becuase currently these tests pass
+    // under no_std. I might decide that's not worth maintaining at some point,
+    // since really all we care about with no_std is that the library builds,
+    // but for now it's here. Everything is keyed off of this N constant so
+    // that it's easy to copy the code to exercise_compress4_loop.
+    fn exercise_compress2_loop(implementation: Implementation) {
+        const N: usize = 2;
+
+        let mut input_buffer = [0; 100 * BLOCKBYTES];
+        paint_test_input(&mut input_buffer);
+        let mut inputs = ArrayVec::<[_; N]>::new();
+        for i in 0..N {
+            inputs.push(&input_buffer[i..]);
+        }
+
+        exercise_cases(|stride, length, last_node, finalize, count| {
+            let mut reference_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                let words = reference_compression(
+                    &inputs[i][..length],
+                    stride,
+                    last_node,
+                    finalize,
+                    count.wrapping_add((i * BLOCKBYTES) as Count),
+                    i,
+                );
+                reference_words.push(words);
+            }
+
+            let mut test_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                test_words.push(initial_test_words(i));
+            }
+            let mut jobs = ArrayVec::<[_; N]>::new();
+            for (i, words) in test_words.iter_mut().enumerate() {
+                jobs.push(Job {
+                    input: &inputs[i][..length],
+                    words,
+                    count: count.wrapping_add((i * BLOCKBYTES) as Count),
+                    last_node,
+                });
+            }
+            let mut jobs = jobs.into_inner().expect("full");
+            implementation.compress2_loop(&mut jobs, finalize, stride);
+
+            for i in 0..N {
+                assert_eq!(reference_words[i], test_words[i], "words {} unequal", i);
+            }
+        });
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress2_loop_sse41() {
+        if let Some(imp) = Implementation::sse41_if_supported() {
+            exercise_compress2_loop(imp);
+        }
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress2_loop_avx2() {
+        // Currently this just falls back to SSE4.1, but we test it anyway.
+        if let Some(imp) = Implementation::avx2_if_supported() {
+            exercise_compress2_loop(imp);
+        }
+    }
+
+    // Copied from exercise_compress2_loop, with a different value of N and an
+    // interior call to compress4_loop.
+    fn exercise_compress4_loop(implementation: Implementation) {
+        const N: usize = 4;
+
+        let mut input_buffer = [0; 100 * BLOCKBYTES];
+        paint_test_input(&mut input_buffer);
+        let mut inputs = ArrayVec::<[_; N]>::new();
+        for i in 0..N {
+            inputs.push(&input_buffer[i..]);
+        }
+
+        exercise_cases(|stride, length, last_node, finalize, count| {
+            let mut reference_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                let words = reference_compression(
+                    &inputs[i][..length],
+                    stride,
+                    last_node,
+                    finalize,
+                    count.wrapping_add((i * BLOCKBYTES) as Count),
+                    i,
+                );
+                reference_words.push(words);
+            }
+
+            let mut test_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                test_words.push(initial_test_words(i));
+            }
+            let mut jobs = ArrayVec::<[_; N]>::new();
+            for (i, words) in test_words.iter_mut().enumerate() {
+                jobs.push(Job {
+                    input: &inputs[i][..length],
+                    words,
+                    count: count.wrapping_add((i * BLOCKBYTES) as Count),
+                    last_node,
+                });
+            }
+            let mut jobs = jobs.into_inner().expect("full");
+            implementation.compress4_loop(&mut jobs, finalize, stride);
+
+            for i in 0..N {
+                assert_eq!(reference_words[i], test_words[i], "words {} unequal", i);
+            }
+        });
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress4_loop_avx2() {
+        if let Some(imp) = Implementation::avx2_if_supported() {
+            exercise_compress4_loop(imp);
+        }
+    }
+
+    #[test]
+    fn sanity_check_count_size() {
+        assert_eq!(size_of::<Count>(), 2 * size_of::<Word>());
+    }
+}
diff --git a/blake2/src/blake2b/many.rs b/blake2/src/blake2b/many.rs
new file mode 100644
index 000000000..23e791eb4
--- /dev/null
+++ b/blake2/src/blake2b/many.rs
@@ -0,0 +1,523 @@
+//! Interfaces for hashing multiple inputs at once, using SIMD more
+//! efficiently.
+//!
+//! The throughput of these interfaces is comparable to BLAKE2bp, about twice
+//! the throughput of regular BLAKE2b when AVX2 is available.
+//!
+//! These interfaces can accept any number of inputs, and the implementation
+//! does its best to parallelize them. In general, the more inputs you can pass
+//! in at once the better. If you need to batch your inputs in smaller groups,
+//! see the [`degree`](fn.degree.html) function for a good batch size.
+//!
+//! The implementation keeps working in parallel even when inputs are of
+//! different lengths, by managing a working set of jobs whose input isn't yet
+//! exhausted. However, if one or two inputs are much longer than the others,
+//! and they're encountered only at the end, there might not be any remaining
+//! work to parallelize them with. In this case, sorting the inputs
+//! longest-first can improve parallelism.
+//!
+//! # Example
+//!
+//! ```
+//! use blake2::blake2b::{blake2b, State, many::update_many};
+//!
+//! let mut states = [
+//!     State::new(),
+//!     State::new(),
+//!     State::new(),
+//!     State::new(),
+//! ];
+//!
+//! let inputs = [
+//!     &b"foo"[..],
+//!     &b"bar"[..],
+//!     &b"baz"[..],
+//!     &b"bing"[..],
+//! ];
+//!
+//! update_many(states.iter_mut().zip(inputs.iter()));
+//!
+//! for (state, input) in states.iter_mut().zip(inputs.iter()) {
+//!     assert_eq!(blake2b(input), state.finalize());
+//! }
+//! ```
+
+use super::{
+    guts::{self, Finalize, Implementation, Job, LastNode, Stride},
+    state_words_to_bytes, Count, Hash, Params, State, Word, BLOCKBYTES,
+};
+use arrayref::array_mut_ref;
+use arrayvec::ArrayVec;
+use core::fmt;
+
+/// The largest possible value of [`degree`](fn.degree.html) on the target
+/// platform.
+///
+/// Note that this constant reflects the parallelism degree supported by this
+/// crate, so it will change over time as support is added or removed. For
+/// example, when Rust stabilizes AVX-512 support and this crate adds an
+/// AVX-512 implementation, this constant will double on x86 targets. If that
+/// implementation is an optional feature (e.g. because it's nightly-only), the
+/// value of this constant will depend on that optional feature also.
+pub const MAX_DEGREE: usize = guts::MAX_DEGREE;
+
+/// The parallelism degree of the implementation, detected at runtime. If you
+/// hash your inputs in small batches, making the batch size a multiple of
+/// `degree` will generally give good performance.
+///
+/// For example, an x86 processor that supports AVX2 can compute four BLAKE2b
+/// hashes in parallel, so `degree` returns 4 on that machine. If you call
+/// [`hash_many`] with only three inputs, that's not enough to use the AVX2
+/// implementation, and your average throughput will be lower. Likewise if you
+/// call it with five inputs of equal length, the first four will be hashed in
+/// parallel with AVX2, but the last one will have to be hashed by itself, and
+/// again your average throughput will be lower.
+///
+/// As noted in the module level docs, performance is more complicated if your
+/// inputs are of different lengths. When parallelizing long and short inputs
+/// together, the longer ones will have bytes left over, and the implementation
+/// will try to parallelize those leftover bytes with subsequent inputs. The
+/// more inputs available in that case, the more the implementation will be
+/// able to parallelize.
+///
+/// If you need a constant batch size, for example to collect inputs in an
+/// array, see [`MAX_DEGREE`].
+///
+/// [`hash_many`]: fn.hash_many.html
+/// [`MAX_DEGREE`]: constant.MAX_DEGREE.html
+pub fn degree() -> usize {
+    guts::Implementation::detect().degree()
+}
+
+type JobsVec<'a, 'b> = ArrayVec<[Job<'a, 'b>; guts::MAX_DEGREE]>;
+
+#[inline(always)]
+fn fill_jobs_vec<'a, 'b>(
+    jobs_iter: &mut impl Iterator<Item = Job<'a, 'b>>,
+    vec: &mut JobsVec<'a, 'b>,
+    target_len: usize,
+) {
+    while vec.len() < target_len {
+        if let Some(job) = jobs_iter.next() {
+            vec.push(job);
+        } else {
+            break;
+        }
+    }
+}
+
+#[inline(always)]
+fn evict_finished(vec: &mut JobsVec<'_, '_>, num_jobs: usize) {
+    // Iterate backwards so that removal doesn't cause an out-of-bounds panic.
+    for i in (0..num_jobs).rev() {
+        // Note that is_empty() is only valid because we know all these jobs
+        // have been run at least once. Otherwise we could confuse the empty
+        // input for a finished job, which would be incorrect.
+        //
+        // Avoid a panic branch here in release mode.
+        debug_assert!(vec.len() > i);
+        if vec.len() > i && vec[i].input.is_empty() {
+            // Note that calling pop_at() repeatedly has some overhead, because
+            // later elements need to be shifted up. However, the JobsVec is
+            // small, and this approach guarantees that jobs are encountered in
+            // order.
+            vec.pop_at(i);
+        }
+    }
+}
+
+pub(crate) fn compress_many<'a, 'b, I>(
+    jobs: I,
+    imp: Implementation,
+    finalize: Finalize,
+    stride: Stride,
+) where
+    I: IntoIterator<Item = Job<'a, 'b>>,
+{
+    // Fuse is important for correctness, since each of these blocks tries to
+    // advance the iterator, even if a previous block emptied it.
+    let mut jobs_iter = jobs.into_iter().fuse();
+    let mut jobs_vec = JobsVec::new();
+
+    if imp.degree() >= 4 {
+        loop {
+            fill_jobs_vec(&mut jobs_iter, &mut jobs_vec, 4);
+            if jobs_vec.len() < 4 {
+                break;
+            }
+            let jobs_array = array_mut_ref!(jobs_vec, 0, 4);
+            imp.compress4_loop(jobs_array, finalize, stride);
+            evict_finished(&mut jobs_vec, 4);
+        }
+    }
+
+    if imp.degree() >= 2 {
+        loop {
+            fill_jobs_vec(&mut jobs_iter, &mut jobs_vec, 2);
+            if jobs_vec.len() < 2 {
+                break;
+            }
+            let jobs_array = array_mut_ref!(jobs_vec, 0, 2);
+            imp.compress2_loop(jobs_array, finalize, stride);
+            evict_finished(&mut jobs_vec, 2);
+        }
+    }
+
+    for job in jobs_vec.into_iter().chain(jobs_iter) {
+        let Job {
+            input,
+            words,
+            count,
+            last_node,
+        } = job;
+        imp.compress1_loop(input, words, count, last_node, finalize, stride);
+    }
+}
+
+/// Update any number of `State` objects at once.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2b::{blake2b, State, many::update_many};
+///
+/// let mut states = [
+///     State::new(),
+///     State::new(),
+///     State::new(),
+///     State::new(),
+/// ];
+///
+/// let inputs = [
+///     &b"foo"[..],
+///     &b"bar"[..],
+///     &b"baz"[..],
+///     &b"bing"[..],
+/// ];
+///
+/// update_many(states.iter_mut().zip(inputs.iter()));
+///
+/// for (state, input) in states.iter_mut().zip(inputs.iter()) {
+///     assert_eq!(blake2b(input), state.finalize());
+/// }
+/// ```
+pub fn update_many<'a, 'b, I, T>(pairs: I)
+where
+    I: IntoIterator<Item = (&'a mut State, &'b T)>,
+    T: 'b + AsRef<[u8]> + ?Sized,
+{
+    // Get the guts::Implementation from the first state, if any.
+    let mut peekable_pairs = pairs.into_iter().peekable();
+    let implementation = if let Some((state, _)) = peekable_pairs.peek() {
+        state.implementation
+    } else {
+        // No work items, just short circuit.
+        return;
+    };
+
+    // Adapt the pairs iterator into a Jobs iterator, but skip over the Jobs
+    // where there's not actually any work to do (e.g. because there's not much
+    // input and it's all just going in the State buffer).
+    let jobs = peekable_pairs.flat_map(|(state, input_t)| {
+        let mut input = input_t.as_ref();
+        // For each pair, if the State has some input in its buffer, try to
+        // finish that buffer. If there wasn't enough input to do that --
+        // or if the input was empty to begin with -- skip this pair.
+        state.compress_buffer_if_possible(&mut input);
+        if input.is_empty() {
+            return None;
+        }
+        // Now we know the buffer is empty and there's more input. Make sure we
+        // buffer the final block, because update() doesn't finalize.
+        let mut last_block_start = input.len() - 1;
+        last_block_start -= last_block_start % BLOCKBYTES;
+        let (blocks, last_block) = input.split_at(last_block_start);
+        state.buf[..last_block.len()].copy_from_slice(last_block);
+        state.buflen = last_block.len() as u8;
+        // Finally, if the full blocks slice is non-empty, prepare that job for
+        // compression, and bump the State count.
+        if blocks.is_empty() {
+            None
+        } else {
+            let count = state.count;
+            state.count = state.count.wrapping_add(blocks.len() as Count);
+            Some(Job {
+                input: blocks,
+                words: &mut state.words,
+                count,
+                last_node: state.last_node,
+            })
+        }
+    });
+
+    // Run all the Jobs in the iterator.
+    compress_many(jobs, implementation, Finalize::No, Stride::Serial);
+}
+
+/// A job for the [`hash_many`] function. After calling [`hash_many`] on a
+/// collection of `HashManyJob` objects, you can call [`to_hash`] on each job
+/// to get the result.
+///
+/// [`hash_many`]: fn.hash_many.html
+/// [`to_hash`]: struct.HashManyJob.html#method.to_hash
+#[derive(Clone)]
+pub struct HashManyJob<'a> {
+    words: [Word; 8],
+    count: Count,
+    last_node: LastNode,
+    hash_length: u8,
+    input: &'a [u8],
+    finished: bool,
+    implementation: guts::Implementation,
+}
+
+impl<'a> HashManyJob<'a> {
+    /// Construct a new `HashManyJob` from a set of hashing parameters and an
+    /// input.
+    #[inline]
+    pub fn new(params: &Params, input: &'a [u8]) -> Self {
+        let mut words = params.to_words();
+        let mut count = 0;
+        let mut finished = false;
+        // If we have key bytes, compress them into the state words. If there's
+        // no additional input, this compression needs to finalize and set
+        // finished=true.
+        if params.key_length > 0 {
+            let mut finalization = Finalize::No;
+            if input.is_empty() {
+                finalization = Finalize::Yes;
+                finished = true;
+            }
+            params.implementation.compress1_loop(
+                &params.key_block,
+                &mut words,
+                0,
+                params.last_node,
+                finalization,
+                Stride::Serial,
+            );
+            count = BLOCKBYTES as Count;
+        }
+        Self {
+            words,
+            count,
+            last_node: params.last_node,
+            hash_length: params.hash_length,
+            input,
+            finished,
+            implementation: params.implementation,
+        }
+    }
+
+    /// Get the hash from a finished job. If you call this before calling
+    /// [`hash_many`], it will panic in debug mode.
+    ///
+    /// [`hash_many`]: fn.hash_many.html
+    #[inline]
+    pub fn to_hash(&self) -> Hash {
+        debug_assert!(self.finished, "job hasn't been run yet");
+        Hash {
+            bytes: state_words_to_bytes(&self.words),
+            len: self.hash_length,
+        }
+    }
+}
+
+impl<'a> fmt::Debug for HashManyJob<'a> {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        // NB: Don't print the words. Leaking them would allow length extension.
+        write!(
+            f,
+            "HashManyJob {{ count: {}, hash_length: {}, last_node: {}, input_len: {} }}",
+            self.count,
+            self.hash_length,
+            self.last_node.yes(),
+            self.input.len(),
+        )
+    }
+}
+
+/// Hash any number of complete inputs all at once.
+///
+/// This is slightly more efficient than using `update_many` with `State`
+/// objects, because it doesn't need to do any buffering.
+///
+/// Running `hash_many` on the same `HashManyJob` object more than once has no
+/// effect.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2b::{Params, many::{HashManyJob, hash_many}};
+///
+/// let inputs = [
+///     &b"foo"[..],
+///     &b"bar"[..],
+///     &b"baz"[..],
+///     &b"bing"[..],
+/// ];
+///
+/// let mut params = Params::new();
+/// params.hash_length(16);
+///
+/// let mut jobs = [
+///     HashManyJob::new(&params, inputs[0]),
+///     HashManyJob::new(&params, inputs[1]),
+///     HashManyJob::new(&params, inputs[2]),
+///     HashManyJob::new(&params, inputs[3]),
+/// ];
+///
+/// hash_many(jobs.iter_mut());
+///
+/// for (input, job) in inputs.iter().zip(jobs.iter()) {
+///     let expected = params.hash(input);
+///     assert_eq!(expected, job.to_hash());
+/// }
+/// ```
+pub fn hash_many<'a, 'b, I>(hash_many_jobs: I)
+where
+    'b: 'a,
+    I: IntoIterator<Item = &'a mut HashManyJob<'b>>,
+{
+    // Get the guts::Implementation from the first job, if any.
+    let mut peekable_jobs = hash_many_jobs.into_iter().peekable();
+    let implementation = if let Some(job) = peekable_jobs.peek() {
+        job.implementation
+    } else {
+        // No work items, just short circuit.
+        return;
+    };
+
+    // In the jobs iterator, skip HashManyJobs that have already been run. This
+    // is less because we actually expect callers to call hash_many twice
+    // (though they're allowed to if they want), and more because
+    // HashManyJob::new might need to finalize if there are key bytes but no
+    // input. Tying the job lifetime to the Params reference is an alternative,
+    // but I've found it too constraining in practice. We could also put key
+    // bytes in every HashManyJob, but that would add unnecessary storage and
+    // zeroing for all callers.
+    let unfinished_jobs = peekable_jobs.into_iter().filter(|j| !j.finished);
+    let jobs = unfinished_jobs.map(|j| {
+        j.finished = true;
+        Job {
+            input: j.input,
+            words: &mut j.words,
+            count: j.count,
+            last_node: j.last_node,
+        }
+    });
+    compress_many(jobs, implementation, Finalize::Yes, Stride::Serial);
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use crate::blake2b::{guts, paint_test_input, BLOCKBYTES};
+    use arrayvec::ArrayVec;
+
+    #[test]
+    fn test_degree() {
+        assert!(degree() <= MAX_DEGREE);
+
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("avx2") {
+                assert!(degree() >= 4);
+            }
+            if is_x86_feature_detected!("sse4.1") {
+                assert!(degree() >= 2);
+            }
+        }
+    }
+
+    #[test]
+    fn test_hash_many() {
+        // Use a length of inputs that will exercise all of the power-of-two loops.
+        const LEN: usize = 2 * guts::MAX_DEGREE - 1;
+
+        // Rerun LEN inputs LEN different times, with the empty input starting in a
+        // different spot each time.
+        let mut input = [0; LEN * BLOCKBYTES];
+        paint_test_input(&mut input);
+        for start_offset in 0..LEN {
+            let mut inputs: [&[u8]; LEN] = [&[]; LEN];
+            for i in 0..LEN {
+                let chunks = (i + start_offset) % LEN;
+                inputs[i] = &input[..chunks * BLOCKBYTES];
+            }
+
+            let mut params: ArrayVec<[Params; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                let mut p = Params::new();
+                p.node_offset(i as u64);
+                if i % 2 == 1 {
+                    p.last_node(true);
+                    p.key(b"foo");
+                }
+                params.push(p);
+            }
+
+            let mut jobs: ArrayVec<[HashManyJob<'_>; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                jobs.push(HashManyJob::new(&params[i], inputs[i]));
+            }
+
+            hash_many(&mut jobs);
+
+            // Check the outputs.
+            for i in 0..LEN {
+                let expected = params[i].hash(inputs[i]);
+                assert_eq!(expected, jobs[i].to_hash());
+            }
+        }
+    }
+
+    #[test]
+    fn test_update_many() {
+        // Use a length of inputs that will exercise all of the power-of-two loops.
+        const LEN: usize = 2 * guts::MAX_DEGREE - 1;
+
+        // Rerun LEN inputs LEN different times, with the empty input starting in a
+        // different spot each time.
+        let mut input = [0; LEN * BLOCKBYTES];
+        paint_test_input(&mut input);
+        for start_offset in 0..LEN {
+            let mut inputs: [&[u8]; LEN] = [&[]; LEN];
+            for i in 0..LEN {
+                let chunks = (i + start_offset) % LEN;
+                inputs[i] = &input[..chunks * BLOCKBYTES];
+            }
+
+            let mut params: ArrayVec<[Params; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                let mut p = Params::new();
+                p.node_offset(i as u64);
+                if i % 2 == 1 {
+                    p.last_node(true);
+                    p.key(b"foo");
+                }
+                params.push(p);
+            }
+
+            let mut states: ArrayVec<[State; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                states.push(params[i].to_state());
+            }
+
+            // Run each input twice through, to exercise buffering.
+            update_many(states.iter_mut().zip(inputs.iter()));
+            update_many(states.iter_mut().zip(inputs.iter()));
+
+            // Check the outputs.
+            for i in 0..LEN {
+                let mut reference_state = params[i].to_state();
+                // Again, run the input twice.
+                reference_state.update(inputs[i]);
+                reference_state.update(inputs[i]);
+                assert_eq!(reference_state.finalize(), states[i].finalize());
+                assert_eq!(2 * inputs[i].len() as Count, states[i].count());
+            }
+        }
+    }
+}
diff --git a/blake2/src/blake2b/portable.rs b/blake2/src/blake2b/portable.rs
new file mode 100644
index 000000000..b23117d56
--- /dev/null
+++ b/blake2/src/blake2b/portable.rs
@@ -0,0 +1,175 @@
+//! Portable implementation
+
+#![allow(clippy::many_single_char_names)]
+
+use arrayref::{array_ref, array_refs};
+
+use super::{
+    guts::{
+        count_high, count_low, final_block, flag_word, input_debug_asserts, Finalize, LastNode,
+        Stride,
+    },
+    *,
+};
+
+// G is the mixing function, called eight times per round in the compression
+// function. V is the 16-word state vector of the compression function, usually
+// described as a 4x4 matrix. A, B, C, and D are the mixing indices, set by the
+// caller first to the four columns of V, and then to its four diagonals. X and
+// Y are words of input, chosen by the caller according to the message
+// schedule, SIGMA.
+#[inline(always)]
+fn g(v: &mut [Word; 16], a: usize, b: usize, c: usize, d: usize, x: Word, y: Word) {
+    v[a] = v[a].wrapping_add(v[b]).wrapping_add(x);
+    v[d] = (v[d] ^ v[a]).rotate_right(32);
+    v[c] = v[c].wrapping_add(v[d]);
+    v[b] = (v[b] ^ v[c]).rotate_right(24);
+    v[a] = v[a].wrapping_add(v[b]).wrapping_add(y);
+    v[d] = (v[d] ^ v[a]).rotate_right(16);
+    v[c] = v[c].wrapping_add(v[d]);
+    v[b] = (v[b] ^ v[c]).rotate_right(63);
+}
+
+// This is too much inlining for some small chips like ARM Cortex-M0, so the
+// uninline_portable feature is provided to disable it.
+#[cfg_attr(not(feature = "uninline_portable"), inline(always))]
+fn round(r: usize, m: &[Word; 16], v: &mut [Word; 16]) {
+    // Select the message schedule based on the round.
+    let s = SIGMA[r];
+
+    // Mix the columns.
+    g(v, 0, 4, 8, 12, m[s[0] as usize], m[s[1] as usize]);
+    g(v, 1, 5, 9, 13, m[s[2] as usize], m[s[3] as usize]);
+    g(v, 2, 6, 10, 14, m[s[4] as usize], m[s[5] as usize]);
+    g(v, 3, 7, 11, 15, m[s[6] as usize], m[s[7] as usize]);
+
+    // Mix the rows.
+    g(v, 0, 5, 10, 15, m[s[8] as usize], m[s[9] as usize]);
+    g(v, 1, 6, 11, 12, m[s[10] as usize], m[s[11] as usize]);
+    g(v, 2, 7, 8, 13, m[s[12] as usize], m[s[13] as usize]);
+    g(v, 3, 4, 9, 14, m[s[14] as usize], m[s[15] as usize]);
+}
+
+#[inline(always)]
+fn compress_block(
+    block: &[u8; BLOCKBYTES],
+    words: &mut [Word; 8],
+    count: Count,
+    last_block: Word,
+    last_node: Word,
+) {
+    // Initialize the compression state.
+    let mut v = [
+        words[0],
+        words[1],
+        words[2],
+        words[3],
+        words[4],
+        words[5],
+        words[6],
+        words[7],
+        IV[0],
+        IV[1],
+        IV[2],
+        IV[3],
+        IV[4] ^ count_low(count),
+        IV[5] ^ count_high(count),
+        IV[6] ^ last_block,
+        IV[7] ^ last_node,
+    ];
+
+    // Parse the message bytes as ints in little endian order.
+    const W: usize = size_of::<Word>();
+    let msg_refs = array_refs!(block, W, W, W, W, W, W, W, W, W, W, W, W, W, W, W, W);
+    let m = [
+        Word::from_le_bytes(*msg_refs.0),
+        Word::from_le_bytes(*msg_refs.1),
+        Word::from_le_bytes(*msg_refs.2),
+        Word::from_le_bytes(*msg_refs.3),
+        Word::from_le_bytes(*msg_refs.4),
+        Word::from_le_bytes(*msg_refs.5),
+        Word::from_le_bytes(*msg_refs.6),
+        Word::from_le_bytes(*msg_refs.7),
+        Word::from_le_bytes(*msg_refs.8),
+        Word::from_le_bytes(*msg_refs.9),
+        Word::from_le_bytes(*msg_refs.10),
+        Word::from_le_bytes(*msg_refs.11),
+        Word::from_le_bytes(*msg_refs.12),
+        Word::from_le_bytes(*msg_refs.13),
+        Word::from_le_bytes(*msg_refs.14),
+        Word::from_le_bytes(*msg_refs.15),
+    ];
+
+    round(0, &m, &mut v);
+    round(1, &m, &mut v);
+    round(2, &m, &mut v);
+    round(3, &m, &mut v);
+    round(4, &m, &mut v);
+    round(5, &m, &mut v);
+    round(6, &m, &mut v);
+    round(7, &m, &mut v);
+    round(8, &m, &mut v);
+    round(9, &m, &mut v);
+    round(10, &m, &mut v);
+    round(11, &m, &mut v);
+
+    words[0] ^= v[0] ^ v[8];
+    words[1] ^= v[1] ^ v[9];
+    words[2] ^= v[2] ^ v[10];
+    words[3] ^= v[3] ^ v[11];
+    words[4] ^= v[4] ^ v[12];
+    words[5] ^= v[5] ^ v[13];
+    words[6] ^= v[6] ^ v[14];
+    words[7] ^= v[7] ^ v[15];
+}
+
+pub fn compress1_loop(
+    input: &[u8],
+    words: &mut [Word; 8],
+    mut count: Count,
+    last_node: LastNode,
+    finalize: Finalize,
+    stride: Stride,
+) {
+    input_debug_asserts(input, finalize);
+
+    let mut local_words = *words;
+
+    let mut fin_offset = input.len().saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    let mut buf = [0; BLOCKBYTES];
+    let (fin_block, fin_len, _) = final_block(input, fin_offset, &mut buf, stride);
+    let fin_last_block = flag_word(finalize.yes());
+    let fin_last_node = flag_word(finalize.yes() && last_node.yes());
+
+    let mut offset = 0;
+    loop {
+        let block;
+        let count_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            block = fin_block;
+            count_delta = fin_len;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            block = array_ref!(input, offset, BLOCKBYTES);
+            count_delta = BLOCKBYTES;
+            last_block = flag_word(false);
+            last_node = flag_word(false);
+        };
+
+        count = count.wrapping_add(count_delta as Count);
+        compress_block(block, &mut local_words, count, last_block, last_node);
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    *words = local_words;
+}
diff --git a/blake2/src/blake2b/sse41.rs b/blake2/src/blake2b/sse41.rs
new file mode 100644
index 000000000..ecfcdc543
--- /dev/null
+++ b/blake2/src/blake2b/sse41.rs
@@ -0,0 +1,461 @@
+#[cfg(target_arch = "x86")]
+use core::arch::x86::*;
+#[cfg(target_arch = "x86_64")]
+use core::arch::x86_64::*;
+
+use super::guts::{
+    assemble_count, count_high, count_low, final_block, flag_word, input_debug_asserts, Finalize,
+    Job, Stride,
+};
+use super::{Word, BLOCKBYTES, IV, SIGMA};
+use arrayref::{array_refs, mut_array_refs};
+use core::cmp;
+use core::mem;
+
+pub const DEGREE: usize = 2;
+
+#[inline(always)]
+unsafe fn loadu(src: *const [Word; DEGREE]) -> __m128i {
+    // This is an unaligned load, so the pointer cast is allowed.
+    _mm_loadu_si128(src as *const __m128i)
+}
+
+#[inline(always)]
+unsafe fn storeu(src: __m128i, dest: *mut [Word; DEGREE]) {
+    // This is an unaligned store, so the pointer cast is allowed.
+    _mm_storeu_si128(dest as *mut __m128i, src)
+}
+
+#[inline(always)]
+unsafe fn add(a: __m128i, b: __m128i) -> __m128i {
+    _mm_add_epi64(a, b)
+}
+
+#[inline(always)]
+unsafe fn eq(a: __m128i, b: __m128i) -> __m128i {
+    _mm_cmpeq_epi64(a, b)
+}
+
+#[inline(always)]
+unsafe fn and(a: __m128i, b: __m128i) -> __m128i {
+    _mm_and_si128(a, b)
+}
+
+#[inline(always)]
+unsafe fn negate_and(a: __m128i, b: __m128i) -> __m128i {
+    // Note that "and not" implies the reverse of the actual arg order.
+    _mm_andnot_si128(a, b)
+}
+
+#[inline(always)]
+unsafe fn xor(a: __m128i, b: __m128i) -> __m128i {
+    _mm_xor_si128(a, b)
+}
+
+#[inline(always)]
+unsafe fn set1(x: u64) -> __m128i {
+    _mm_set1_epi64x(x as i64)
+}
+
+#[inline(always)]
+unsafe fn set2(a: u64, b: u64) -> __m128i {
+    // There's no _mm_setr_epi64x, so note the arg order is backwards.
+    _mm_set_epi64x(b as i64, a as i64)
+}
+
+// Adapted from https://github.com/rust-lang-nursery/stdsimd/pull/479.
+macro_rules! _MM_SHUFFLE {
+    ($z:expr, $y:expr, $x:expr, $w:expr) => {
+        ($z << 6) | ($y << 4) | ($x << 2) | $w
+    };
+}
+
+// These rotations are the "simple version". For the "complicated version", see
+// https://github.com/sneves/blake2-avx2/blob/b3723921f668df09ece52dcd225a36d4a4eea1d9/blake2b-common.h#L43-L46.
+// For a discussion of the tradeoffs, see
+// https://github.com/sneves/blake2-avx2/pull/5. In short:
+// - Due to an LLVM bug (https://bugs.llvm.org/show_bug.cgi?id=44379), this
+//   version performs better on recent x86 chips.
+// - LLVM is able to optimize this version to AVX-512 rotation instructions
+//   when those are enabled.
+
+#[inline(always)]
+unsafe fn rot32(x: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi64(x, 32), _mm_slli_epi64(x, 64 - 32))
+}
+
+#[inline(always)]
+unsafe fn rot24(x: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi64(x, 24), _mm_slli_epi64(x, 64 - 24))
+}
+
+#[inline(always)]
+unsafe fn rot16(x: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi64(x, 16), _mm_slli_epi64(x, 64 - 16))
+}
+
+#[inline(always)]
+unsafe fn rot63(x: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi64(x, 63), _mm_slli_epi64(x, 64 - 63))
+}
+
+#[inline(always)]
+unsafe fn round(v: &mut [__m128i; 16], m: &[__m128i; 16], r: usize) {
+    v[0] = add(v[0], m[SIGMA[r][0] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][2] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][4] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][6] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot32(v[12]);
+    v[13] = rot32(v[13]);
+    v[14] = rot32(v[14]);
+    v[15] = rot32(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot24(v[4]);
+    v[5] = rot24(v[5]);
+    v[6] = rot24(v[6]);
+    v[7] = rot24(v[7]);
+    v[0] = add(v[0], m[SIGMA[r][1] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][3] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][5] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][7] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[15] = rot16(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot63(v[4]);
+    v[5] = rot63(v[5]);
+    v[6] = rot63(v[6]);
+    v[7] = rot63(v[7]);
+
+    v[0] = add(v[0], m[SIGMA[r][8] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][10] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][12] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][14] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot32(v[15]);
+    v[12] = rot32(v[12]);
+    v[13] = rot32(v[13]);
+    v[14] = rot32(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot24(v[5]);
+    v[6] = rot24(v[6]);
+    v[7] = rot24(v[7]);
+    v[4] = rot24(v[4]);
+    v[0] = add(v[0], m[SIGMA[r][9] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][11] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][13] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][15] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot16(v[15]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot63(v[5]);
+    v[6] = rot63(v[6]);
+    v[7] = rot63(v[7]);
+    v[4] = rot63(v[4]);
+}
+
+// We'd rather make this a regular function with #[inline(always)], but for
+// some reason that blows up compile times by about 10 seconds, at least in
+// some cases (BLAKE2b avx2.rs). This macro seems to get the same performance
+// result, without the compile time issue.
+macro_rules! compress2_transposed {
+    (
+        $h_vecs:expr,
+        $msg_vecs:expr,
+        $count_low:expr,
+        $count_high:expr,
+        $lastblock:expr,
+        $lastnode:expr,
+    ) => {
+        let h_vecs: &mut [__m128i; 8] = $h_vecs;
+        let msg_vecs: &[__m128i; 16] = $msg_vecs;
+        let count_low: __m128i = $count_low;
+        let count_high: __m128i = $count_high;
+        let lastblock: __m128i = $lastblock;
+        let lastnode: __m128i = $lastnode;
+        let mut v = [
+            h_vecs[0],
+            h_vecs[1],
+            h_vecs[2],
+            h_vecs[3],
+            h_vecs[4],
+            h_vecs[5],
+            h_vecs[6],
+            h_vecs[7],
+            set1(IV[0]),
+            set1(IV[1]),
+            set1(IV[2]),
+            set1(IV[3]),
+            xor(set1(IV[4]), count_low),
+            xor(set1(IV[5]), count_high),
+            xor(set1(IV[6]), lastblock),
+            xor(set1(IV[7]), lastnode),
+        ];
+
+        round(&mut v, &msg_vecs, 0);
+        round(&mut v, &msg_vecs, 1);
+        round(&mut v, &msg_vecs, 2);
+        round(&mut v, &msg_vecs, 3);
+        round(&mut v, &msg_vecs, 4);
+        round(&mut v, &msg_vecs, 5);
+        round(&mut v, &msg_vecs, 6);
+        round(&mut v, &msg_vecs, 7);
+        round(&mut v, &msg_vecs, 8);
+        round(&mut v, &msg_vecs, 9);
+        round(&mut v, &msg_vecs, 10);
+        round(&mut v, &msg_vecs, 11);
+
+        h_vecs[0] = xor(xor(h_vecs[0], v[0]), v[8]);
+        h_vecs[1] = xor(xor(h_vecs[1], v[1]), v[9]);
+        h_vecs[2] = xor(xor(h_vecs[2], v[2]), v[10]);
+        h_vecs[3] = xor(xor(h_vecs[3], v[3]), v[11]);
+        h_vecs[4] = xor(xor(h_vecs[4], v[4]), v[12]);
+        h_vecs[5] = xor(xor(h_vecs[5], v[5]), v[13]);
+        h_vecs[6] = xor(xor(h_vecs[6], v[6]), v[14]);
+        h_vecs[7] = xor(xor(h_vecs[7], v[7]), v[15]);
+    };
+}
+
+#[inline(always)]
+unsafe fn transpose_vecs(a: __m128i, b: __m128i) -> [__m128i; DEGREE] {
+    let a_words: [Word; DEGREE] = mem::transmute(a);
+    let b_words: [Word; DEGREE] = mem::transmute(b);
+    [set2(a_words[0], b_words[0]), set2(a_words[1], b_words[1])]
+}
+
+#[inline(always)]
+unsafe fn transpose_state_vecs(jobs: &[Job<'_, '_>; DEGREE]) -> [__m128i; 8] {
+    // Load all the state words into transposed vectors, where the first vector
+    // has the first word of each state, etc. Transposing once at the beginning
+    // and once at the end is more efficient that repeating it for each block.
+    let words0 = array_refs!(&jobs[0].words, DEGREE, DEGREE, DEGREE, DEGREE);
+    let words1 = array_refs!(&jobs[1].words, DEGREE, DEGREE, DEGREE, DEGREE);
+    let [h0, h1] = transpose_vecs(loadu(words0.0), loadu(words1.0));
+    let [h2, h3] = transpose_vecs(loadu(words0.1), loadu(words1.1));
+    let [h4, h5] = transpose_vecs(loadu(words0.2), loadu(words1.2));
+    let [h6, h7] = transpose_vecs(loadu(words0.3), loadu(words1.3));
+    [h0, h1, h2, h3, h4, h5, h6, h7]
+}
+
+#[inline(always)]
+unsafe fn untranspose_state_vecs(h_vecs: &[__m128i; 8], jobs: &mut [Job<'_, '_>; DEGREE]) {
+    // Un-transpose the updated state vectors back into the caller's arrays.
+    let [job0, job1] = jobs;
+    let words0 = mut_array_refs!(&mut job0.words, DEGREE, DEGREE, DEGREE, DEGREE);
+    let words1 = mut_array_refs!(&mut job1.words, DEGREE, DEGREE, DEGREE, DEGREE);
+
+    let out = transpose_vecs(h_vecs[0], h_vecs[1]);
+    storeu(out[0], words0.0);
+    storeu(out[1], words1.0);
+    let out = transpose_vecs(h_vecs[2], h_vecs[3]);
+    storeu(out[0], words0.1);
+    storeu(out[1], words1.1);
+    let out = transpose_vecs(h_vecs[4], h_vecs[5]);
+    storeu(out[0], words0.2);
+    storeu(out[1], words1.2);
+    let out = transpose_vecs(h_vecs[6], h_vecs[7]);
+    storeu(out[0], words0.3);
+    storeu(out[1], words1.3);
+}
+
+#[inline(always)]
+unsafe fn transpose_msg_vecs(blocks: [*const [u8; BLOCKBYTES]; DEGREE]) -> [__m128i; 16] {
+    // These input arrays have no particular alignment, so we use unaligned
+    // loads to read from them.
+    let block0 = blocks[0] as *const [Word; DEGREE];
+    let block1 = blocks[1] as *const [Word; DEGREE];
+    let [m0, m1] = transpose_vecs(loadu(block0.add(0)), loadu(block1.add(0)));
+    let [m2, m3] = transpose_vecs(loadu(block0.add(1)), loadu(block1.add(1)));
+    let [m4, m5] = transpose_vecs(loadu(block0.add(2)), loadu(block1.add(2)));
+    let [m6, m7] = transpose_vecs(loadu(block0.add(3)), loadu(block1.add(3)));
+    let [m8, m9] = transpose_vecs(loadu(block0.add(4)), loadu(block1.add(4)));
+    let [m10, m11] = transpose_vecs(loadu(block0.add(5)), loadu(block1.add(5)));
+    let [m12, m13] = transpose_vecs(loadu(block0.add(6)), loadu(block1.add(6)));
+    let [m14, m15] = transpose_vecs(loadu(block0.add(7)), loadu(block1.add(7)));
+    [
+        m0, m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15,
+    ]
+}
+
+#[inline(always)]
+unsafe fn load_counts(jobs: &[Job<'_, '_>; DEGREE]) -> (__m128i, __m128i) {
+    (
+        set2(count_low(jobs[0].count), count_low(jobs[1].count)),
+        set2(count_high(jobs[0].count), count_high(jobs[1].count)),
+    )
+}
+
+#[inline(always)]
+unsafe fn store_counts(jobs: &mut [Job<'_, '_>; DEGREE], low: __m128i, high: __m128i) {
+    let low_ints: [Word; DEGREE] = mem::transmute(low);
+    let high_ints: [Word; DEGREE] = mem::transmute(high);
+    for i in 0..DEGREE {
+        jobs[i].count = assemble_count(low_ints[i], high_ints[i]);
+    }
+}
+
+#[inline(always)]
+unsafe fn add_to_counts(lo: &mut __m128i, hi: &mut __m128i, delta: __m128i) {
+    // If the low counts reach zero, that means they wrapped, unless the delta
+    // was also zero.
+    *lo = add(*lo, delta);
+    let lo_reached_zero = eq(*lo, set1(0));
+    let delta_was_zero = eq(delta, set1(0));
+    let hi_inc = and(set1(1), negate_and(delta_was_zero, lo_reached_zero));
+    *hi = add(*hi, hi_inc);
+}
+
+#[inline(always)]
+unsafe fn flags_vec(flags: [bool; DEGREE]) -> __m128i {
+    set2(flag_word(flags[0]), flag_word(flags[1]))
+}
+
+#[target_feature(enable = "sse4.1")]
+pub unsafe fn compress2_loop(jobs: &mut [Job<'_, '_>; DEGREE], finalize: Finalize, stride: Stride) {
+    // If we're not finalizing, there can't be a partial block at the end.
+    for job in jobs.iter() {
+        input_debug_asserts(job.input, finalize);
+    }
+
+    let msg_ptrs = [jobs[0].input.as_ptr(), jobs[1].input.as_ptr()];
+    let mut h_vecs = transpose_state_vecs(&jobs);
+    let (mut counts_lo, mut counts_hi) = load_counts(&jobs);
+
+    // Prepare the final blocks (note, which could be empty if the input is
+    // empty). Do all this before entering the main loop.
+    let min_len = jobs.iter().map(|job| job.input.len()).min().unwrap();
+    let mut fin_offset = min_len.saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    // Performance note, making these buffers mem::uninitialized() seems to
+    // cause problems in the optimizer.
+    let mut buf0: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf1: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let (block0, len0, finalize0) = final_block(jobs[0].input, fin_offset, &mut buf0, stride);
+    let (block1, len1, finalize1) = final_block(jobs[1].input, fin_offset, &mut buf1, stride);
+    let fin_blocks: [*const [u8; BLOCKBYTES]; DEGREE] = [block0, block1];
+    let fin_counts_delta = set2(len0 as Word, len1 as Word);
+    let fin_last_block;
+    let fin_last_node;
+    if finalize.yes() {
+        fin_last_block = flags_vec([finalize0, finalize1]);
+        fin_last_node = flags_vec([
+            finalize0 && jobs[0].last_node.yes(),
+            finalize1 && jobs[1].last_node.yes(),
+        ]);
+    } else {
+        fin_last_block = set1(0);
+        fin_last_node = set1(0);
+    }
+
+    // The main loop.
+    let mut offset = 0;
+    loop {
+        let blocks;
+        let counts_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            blocks = fin_blocks;
+            counts_delta = fin_counts_delta;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            blocks = [
+                msg_ptrs[0].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[1].add(offset) as *const [u8; BLOCKBYTES],
+            ];
+            counts_delta = set1(BLOCKBYTES as Word);
+            last_block = set1(0);
+            last_node = set1(0);
+        };
+
+        let m_vecs = transpose_msg_vecs(blocks);
+        add_to_counts(&mut counts_lo, &mut counts_hi, counts_delta);
+        compress2_transposed!(
+            &mut h_vecs,
+            &m_vecs,
+            counts_lo,
+            counts_hi,
+            last_block,
+            last_node,
+        );
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    // Write out the results.
+    untranspose_state_vecs(&h_vecs, &mut *jobs);
+    store_counts(&mut *jobs, counts_lo, counts_hi);
+    let max_consumed = offset.saturating_add(stride.padded_blockbytes());
+    for job in jobs.iter_mut() {
+        let consumed = cmp::min(max_consumed, job.input.len());
+        job.input = &job.input[consumed..];
+    }
+}
diff --git a/blake2/src/blake2b/test.rs b/blake2/src/blake2b/test.rs
new file mode 100644
index 000000000..a53c2b7a9
--- /dev/null
+++ b/blake2/src/blake2b/test.rs
@@ -0,0 +1,202 @@
+use super::*;
+use crate::blake2bp;
+
+const EMPTY_HASH: &str = "786a02f742015903c6c6fd852552d272912f4740e15847618a86e217f71f5419\
+                          d25e1031afee585313896444934eb04b903a685b1448b755d56f701afe9be2ce";
+const ABC_HASH: &str = "ba80a53f981c4d0d6a2797b69f12f6e94c212f14685ac4b74b12bb6fdbffa2d1\
+                        7d87c5392aab792dc252d5de4533cc9518d38aa8dbf1925ab92386edd4009923";
+const ONE_BLOCK_HASH: &str = "865939e120e6805438478841afb739ae4250cf372653078a065cdcfffca4caf7\
+                              98e6d462b65d658fc165782640eded70963449ae1500fb0f24981d7727e22c41";
+const THOUSAND_HASH: &str = "1ee4e51ecab5210a518f26150e882627ec839967f19d763e1508b12cfefed148\
+                             58f6a1c9d1f969bc224dc9440f5a6955277e755b9c513f9ba4421c5e50c8d787";
+
+#[test]
+fn test_update_state() {
+    let io = &[
+        (&b""[..], EMPTY_HASH),
+        (&b"abc"[..], ABC_HASH),
+        (&[0; BLOCKBYTES], ONE_BLOCK_HASH),
+        (&[0; 1000], THOUSAND_HASH),
+    ];
+    // Test each input all at once.
+    for &(input, output) in io {
+        let hash = blake2b(input);
+        assert_eq!(&hash.to_hex(), output, "hash mismatch");
+    }
+    // Now in two chunks. This is especially important for the ONE_BLOCK case, because it would be
+    // a mistake for update() to call compress, even though the buffer is full.
+    for &(input, output) in io {
+        let mut state = State::new();
+        let split = input.len() / 2;
+        state.update(&input[..split]);
+        assert_eq!(split as Count, state.count());
+        state.update(&input[split..]);
+        assert_eq!(input.len() as Count, state.count());
+        let hash = state.finalize();
+        assert_eq!(&hash.to_hex(), output, "hash mismatch");
+    }
+    // Now one byte at a time.
+    for &(input, output) in io {
+        let mut state = State::new();
+        let mut count = 0;
+        for &b in input {
+            state.update(&[b]);
+            count += 1;
+            assert_eq!(count, state.count());
+        }
+        let hash = state.finalize();
+        assert_eq!(&hash.to_hex(), output, "hash mismatch");
+    }
+}
+
+#[test]
+fn test_multiple_finalizes() {
+    let mut state = State::new();
+    assert_eq!(&state.finalize().to_hex(), EMPTY_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), EMPTY_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), EMPTY_HASH, "hash mismatch");
+    state.update(b"abc");
+    assert_eq!(&state.finalize().to_hex(), ABC_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), ABC_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), ABC_HASH, "hash mismatch");
+}
+
+#[cfg(feature = "std")]
+#[test]
+fn test_write() {
+    use std::io::prelude::*;
+
+    let mut state = State::new();
+    state.write_all(&[0; 1000]).unwrap();
+    let hash = state.finalize();
+    assert_eq!(&hash.to_hex(), THOUSAND_HASH, "hash mismatch");
+}
+
+// You can check this case against the equivalent Python:
+//
+// import hashlib
+// hashlib.blake2b(
+//     b'foo',
+//     digest_size=18,
+//     key=b"bar",
+//     salt=b"bazbazbazbazbazb",
+//     person=b"bing bing bing b",
+//     fanout=2,
+//     depth=3,
+//     leaf_size=0x04050607,
+//     node_offset=0x08090a0b0c0d0e0f,
+//     node_depth=16,
+//     inner_size=17,
+//     last_node=True,
+// ).hexdigest()
+#[test]
+fn test_all_parameters() {
+    let mut params = Params::new();
+    params
+        .hash_length(18)
+        // Make sure a shorter key properly overwrites a longer one.
+        .key(b"not the real key")
+        .key(b"bar")
+        .salt(b"bazbazbazbazbazb")
+        .personal(b"bing bing bing b")
+        .fanout(2)
+        .max_depth(3)
+        .max_leaf_length(0x04050607)
+        .node_offset(0x08090a0b0c0d0e0f)
+        .node_depth(16)
+        .inner_hash_length(17)
+        .last_node(true);
+
+    // Check the State API.
+    assert_eq!(
+        "ec0f59cb65f92e7fcca1280ba859a6925ded",
+        &params.to_state().update(b"foo").finalize().to_hex()
+    );
+
+    // Check the all-at-once API.
+    assert_eq!(
+        "ec0f59cb65f92e7fcca1280ba859a6925ded",
+        &params.hash(b"foo").to_hex()
+    );
+}
+
+#[test]
+fn test_all_parameters_blake2bp() {
+    let mut params = crate::blake2bp::Params::new();
+    params
+        .hash_length(18)
+        // Make sure a shorter key properly overwrites a longer one.
+        .key(b"not the real key")
+        .key(b"bar");
+
+    // Check the State API.
+    assert_eq!(
+        "8c54e888a8a01c63da6585c058fe54ea81df",
+        &params.to_state().update(b"foo").finalize().to_hex()
+    );
+
+    // Check the all-at-once API.
+    assert_eq!(
+        "8c54e888a8a01c63da6585c058fe54ea81df",
+        &params.hash(b"foo").to_hex()
+    );
+}
+
+#[test]
+#[should_panic]
+fn test_short_hash_length_panics() {
+    Params::new().hash_length(0);
+}
+
+#[test]
+#[should_panic]
+fn test_long_hash_length_panics() {
+    Params::new().hash_length(OUTBYTES + 1);
+}
+
+#[test]
+#[should_panic]
+fn test_long_key_panics() {
+    Params::new().key(&[0; KEYBYTES + 1]);
+}
+
+#[test]
+#[should_panic]
+fn test_long_salt_panics() {
+    Params::new().salt(&[0; SALTBYTES + 1]);
+}
+
+#[test]
+#[should_panic]
+fn test_long_personal_panics() {
+    Params::new().personal(&[0; PERSONALBYTES + 1]);
+}
+
+#[test]
+fn test_zero_max_depth_supported() {
+    Params::new().max_depth(0);
+}
+
+#[test]
+#[should_panic]
+fn test_long_inner_hash_length_panics() {
+    Params::new().inner_hash_length(OUTBYTES + 1);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2bp_short_hash_length_panics() {
+    blake2bp::Params::new().hash_length(0);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2bp_long_hash_length_panics() {
+    blake2bp::Params::new().hash_length(OUTBYTES + 1);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2bp_long_key_panics() {
+    blake2bp::Params::new().key(&[0; KEYBYTES + 1]);
+}
diff --git a/blake2/src/blake2bp.rs b/blake2/src/blake2bp.rs
new file mode 100644
index 000000000..bfd76afd0
--- /dev/null
+++ b/blake2/src/blake2bp.rs
@@ -0,0 +1,564 @@
+//! BLAKE2bp, a variant of BLAKE2b that uses SIMD more efficiently.
+//!
+//! The AVX2 implementation of BLAKE2bp is about twice as fast that of BLAKE2b.
+//! However, note that it's a different hash function, and it gives a different
+//! hash from BLAKE2b for the same input.
+//!
+//! # Example
+//!
+//! ```
+//! use blake2::blake2bp;
+//!
+//! let hash = blake2bp::Params::new()
+//!     .hash_length(16)
+//!     .key(b"The Magic Words are Squeamish Ossifrage")
+//!     .to_state()
+//!     .update(b"foo")
+//!     .update(b"bar")
+//!     .update(b"baz")
+//!     .finalize();
+//! assert_eq!("e69c7d2c42a5ac14948772231c68c552", &hash.to_hex());
+//! ```
+
+use crate::blake2b::{
+    guts::{Finalize, Implementation, Job, LastNode, Stride},
+    many, Count, Hash, Word, BLOCKBYTES, KEYBYTES, OUTBYTES,
+};
+use core::{cmp, fmt, mem::size_of};
+
+#[cfg(feature = "std")]
+use std;
+
+pub(crate) const DEGREE: usize = 4;
+
+/// Compute the BLAKE2bp hash of a slice of bytes all at once, using default
+/// parameters.
+///
+/// # Example
+///
+/// ```
+/// # use blake2::blake2bp::blake2bp;
+/// let expected = "8ca9ccee7946afcb686fe7556628b5ba1bf9a691da37ca58cd049354d99f3704\
+///                 2c007427e5f219b9ab5063707ec6823872dee413ee014b4d02f2ebb6abb5f643";
+/// let hash = blake2bp(b"foo");
+/// assert_eq!(expected, &hash.to_hex());
+/// ```
+pub fn blake2bp(input: &[u8]) -> Hash {
+    Params::new().hash(input)
+}
+
+/// A parameter builder for BLAKE2bp, just like the [`Params`](../struct.Params.html) type for
+/// BLAKE2b.
+///
+/// This builder only supports configuring the hash length and a secret key. This matches the
+/// options provided by the [reference
+/// implementation](https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/ref/blake2.h#L162-L165).
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2bp;
+/// let mut state = blake2bp::Params::new().hash_length(32).to_state();
+/// ```
+#[derive(Clone)]
+pub struct Params {
+    hash_length: u8,
+    key_length: u8,
+    key: [u8; KEYBYTES],
+    implementation: Implementation,
+}
+
+impl Params {
+    /// Equivalent to `Params::default()`.
+    pub fn new() -> Self {
+        Self {
+            hash_length: OUTBYTES as u8,
+            key_length: 0,
+            key: [0; KEYBYTES],
+            implementation: Implementation::detect(),
+        }
+    }
+
+    fn to_words(&self) -> ([[Word; 8]; DEGREE], [Word; 8]) {
+        let mut base_params = crate::blake2b::Params::new();
+        base_params
+            .hash_length(self.hash_length as usize)
+            .key(&self.key[..self.key_length as usize])
+            .fanout(DEGREE as u8)
+            .max_depth(2)
+            .max_leaf_length(0)
+            // Note that inner_hash_length is always OUTBYTES, regardless of the hash_length
+            // parameter. This isn't documented in the spec, but it matches the behavior of the
+            // reference implementation: https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/ref/blake2bp-ref.c#L55
+            .inner_hash_length(OUTBYTES);
+        let leaf_words = |worker_index| {
+            base_params
+                .clone()
+                .node_offset(worker_index)
+                .node_depth(0)
+                // Note that setting the last_node flag here has no effect,
+                // because it isn't included in the state words.
+                .to_words()
+        };
+        let leaf_words = [leaf_words(0), leaf_words(1), leaf_words(2), leaf_words(3)];
+        let root_words = base_params
+            .clone()
+            .node_offset(0)
+            .node_depth(1)
+            // Note that setting the last_node flag here has no effect, because
+            // it isn't included in the state words. Also note that because
+            // we're only preserving its state words, the root node won't hash
+            // any key bytes.
+            .to_words();
+        (leaf_words, root_words)
+    }
+
+    /// Hash an input all at once with these parameters.
+    pub fn hash(&self, input: &[u8]) -> Hash {
+        // If there's a key, just fall back to using the State.
+        if self.key_length > 0 {
+            return self.to_state().update(input).finalize();
+        }
+        let (mut leaf_words, mut root_words) = self.to_words();
+        // Hash each leaf in parallel.
+        let jobs = leaf_words.iter_mut().enumerate().map(|(i, words)| {
+            let input_start = cmp::min(input.len(), i * BLOCKBYTES);
+            Job {
+                input: &input[input_start..],
+                words,
+                count: 0,
+                last_node: if i == DEGREE - 1 {
+                    LastNode::Yes
+                } else {
+                    LastNode::No
+                },
+            }
+        });
+        many::compress_many(jobs, self.implementation, Finalize::Yes, Stride::Parallel);
+        // Hash each leaf into the root.
+        finalize_root_words(
+            &leaf_words,
+            &mut root_words,
+            self.hash_length,
+            self.implementation,
+        )
+    }
+
+    /// Construct a BLAKE2bp `State` object based on these parameters.
+    pub fn to_state(&self) -> State {
+        State::with_params(self)
+    }
+
+    /// Set the length of the final hash, from 1 to `OUTBYTES` (64). Apart from controlling the
+    /// length of the final `Hash`, this is also associated data, and changing it will result in a
+    /// totally different hash.
+    pub fn hash_length(&mut self, length: usize) -> &mut Self {
+        assert!(
+            (1..=OUTBYTES).contains(&length),
+            "Bad hash length: {}",
+            length
+        );
+        self.hash_length = length as u8;
+        self
+    }
+
+    /// Use a secret key, so that BLAKE2bp acts as a MAC. The maximum key length is `KEYBYTES`
+    /// (64). An empty key is equivalent to having no key at all.
+    pub fn key(&mut self, key: &[u8]) -> &mut Self {
+        assert!(key.len() <= KEYBYTES, "Bad key length: {}", key.len());
+        self.key_length = key.len() as u8;
+        self.key = [0; KEYBYTES];
+        self.key[..key.len()].copy_from_slice(key);
+        self
+    }
+}
+
+impl Default for Params {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl fmt::Debug for Params {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(
+            f,
+            "Params {{ hash_length: {}, key_length: {} }}",
+            self.hash_length,
+            // NB: Don't print the key itself. Debug shouldn't leak secrets.
+            self.key_length,
+        )
+    }
+}
+
+/// An incremental hasher for BLAKE2bp, just like the [`State`](../struct.State.html) type for
+/// BLAKE2b.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2bp;
+///
+/// let mut state = blake2bp::State::new();
+/// state.update(b"foo");
+/// state.update(b"bar");
+/// let hash = state.finalize();
+///
+/// let expected = "e654427b6ef02949471712263e59071abbb6aa94855674c1daeed6cfaf127c33\
+///                 dfa3205f7f7f71e4f0673d25fa82a368488911f446bccd323af3ab03f53e56e5";
+/// assert_eq!(expected, &hash.to_hex());
+/// ```
+#[derive(Clone)]
+pub struct State {
+    leaf_words: [[Word; 8]; DEGREE],
+    root_words: [Word; 8],
+    // Note that this buffer is twice as large as what compress4 needs. That guarantees that we
+    // have enough input when we compress to know we don't need to finalize any of the leaves.
+    buf: [u8; 2 * DEGREE * BLOCKBYTES],
+    buf_len: u16,
+    // Note that this is the *per-leaf* count.
+    count: Count,
+    hash_length: u8,
+    implementation: Implementation,
+    is_keyed: bool,
+}
+
+impl State {
+    /// Equivalent to `State::default()` or `Params::default().to_state()`.
+    pub fn new() -> Self {
+        Self::with_params(&Params::default())
+    }
+
+    fn with_params(params: &Params) -> Self {
+        let (leaf_words, root_words) = params.to_words();
+
+        // If a key is set, initalize the buffer to contain the key bytes. Note
+        // that only the leaves hash key bytes. The root doesn't, even though
+        // the key length it still set in its parameters. Again this isn't
+        // documented in the spec, but it matches the behavior of the reference
+        // implementation:
+        // https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/ref/blake2bp-ref.c#L128
+        // This particular behavior (though not the inner hash length behavior
+        // above) is also corroborated by the official test vectors; see
+        // tests/vector_tests.rs.
+        let mut buf = [0; 2 * DEGREE * BLOCKBYTES];
+        let mut buf_len = 0;
+        if params.key_length > 0 {
+            for i in 0..DEGREE {
+                let keybytes = &params.key[..params.key_length as usize];
+                buf[i * BLOCKBYTES..][..keybytes.len()].copy_from_slice(keybytes);
+                buf_len = BLOCKBYTES * DEGREE;
+            }
+        }
+
+        Self {
+            leaf_words,
+            root_words,
+            buf,
+            buf_len: buf_len as u16,
+            count: 0, // count gets updated in self.compress()
+            hash_length: params.hash_length,
+            implementation: params.implementation,
+            is_keyed: params.key_length > 0,
+        }
+    }
+
+    fn fill_buf(&mut self, input: &mut &[u8]) {
+        let take = cmp::min(self.buf.len() - self.buf_len as usize, input.len());
+        self.buf[self.buf_len as usize..][..take].copy_from_slice(&input[..take]);
+        self.buf_len += take as u16;
+        *input = &input[take..];
+    }
+
+    fn compress_to_leaves(
+        leaves: &mut [[Word; 8]; DEGREE],
+        input: &[u8],
+        count: &mut Count,
+        implementation: Implementation,
+    ) {
+        // Input is assumed to be an even number of blocks for each leaf. Since
+        // we're not finilizing, debug asserts will fire otherwise.
+        let jobs = leaves.iter_mut().enumerate().map(|(i, words)| {
+            Job {
+                input: &input[i * BLOCKBYTES..],
+                words,
+                count: *count,
+                last_node: LastNode::No, // irrelevant when not finalizing
+            }
+        });
+        many::compress_many(jobs, implementation, Finalize::No, Stride::Parallel);
+        // Note that count is the bytes input *per-leaf*.
+        *count = count.wrapping_add((input.len() / DEGREE) as Count);
+    }
+
+    /// Add input to the hash. You can call `update` any number of times.
+    pub fn update(&mut self, mut input: &[u8]) -> &mut Self {
+        // If we have a partial buffer, try to complete it. If we complete it and there's more
+        // input waiting, we need to compress to make more room. However, because we need to be
+        // sure that *none* of the leaves would need to be finalized as part of this round of
+        // compression, we need to buffer more than we would for BLAKE2b.
+        if self.buf_len > 0 {
+            self.fill_buf(&mut input);
+            // The buffer is large enough for two compressions. If we've filled
+            // the buffer and there's still more input coming, then we have to
+            // do at least one compression. If there's enough input still
+            // coming that all the leaves are guaranteed to get more, do both
+            // compressions in the buffer. Otherwise, do just one and shift the
+            // back half of the buffer to the front.
+            if !input.is_empty() {
+                if input.len() > (DEGREE - 1) * BLOCKBYTES {
+                    // Enough input coming to do both compressions.
+                    Self::compress_to_leaves(
+                        &mut self.leaf_words,
+                        &self.buf,
+                        &mut self.count,
+                        self.implementation,
+                    );
+                    self.buf_len = 0;
+                } else {
+                    // Only enough input coming for one compression.
+                    Self::compress_to_leaves(
+                        &mut self.leaf_words,
+                        &self.buf[..DEGREE * BLOCKBYTES],
+                        &mut self.count,
+                        self.implementation,
+                    );
+                    self.buf_len = (DEGREE * BLOCKBYTES) as u16;
+                    let (buf_front, buf_back) = self.buf.split_at_mut(DEGREE * BLOCKBYTES);
+                    buf_front.copy_from_slice(buf_back);
+                }
+            }
+        }
+
+        // Now we directly compress as much input as possible, without copying
+        // it into the buffer. We need to make sure we buffer at least one byte
+        // for each of the leaves, so that we know we don't need to finalize
+        // them.
+        let needed_tail = (DEGREE - 1) * BLOCKBYTES + 1;
+        let mut bulk_bytes = input.len().saturating_sub(needed_tail);
+        bulk_bytes -= bulk_bytes % (DEGREE * BLOCKBYTES);
+        if bulk_bytes > 0 {
+            Self::compress_to_leaves(
+                &mut self.leaf_words,
+                &input[..bulk_bytes],
+                &mut self.count,
+                self.implementation,
+            );
+            input = &input[bulk_bytes..];
+        }
+
+        // Buffer any remaining input, to be either compressed or finalized in
+        // a subsequent call.
+        self.fill_buf(&mut input);
+        debug_assert_eq!(0, input.len());
+        self
+    }
+
+    /// Finalize the state and return a `Hash`. This method is idempotent, and calling it multiple
+    /// times will give the same result. It's also possible to `update` with more input in between.
+    pub fn finalize(&self) -> Hash {
+        // Hash whatever's remaining in the buffer and finalize the leaves.
+        let buf_len = self.buf_len as usize;
+        let mut leaves_copy = self.leaf_words;
+        let jobs = leaves_copy
+            .iter_mut()
+            .enumerate()
+            .map(|(leaf_index, leaf_words)| {
+                let input = &self.buf[cmp::min(leaf_index * BLOCKBYTES, buf_len)..buf_len];
+                Job {
+                    input,
+                    words: leaf_words,
+                    count: self.count,
+                    last_node: if leaf_index == DEGREE - 1 {
+                        LastNode::Yes
+                    } else {
+                        LastNode::No
+                    },
+                }
+            });
+        many::compress_many(jobs, self.implementation, Finalize::Yes, Stride::Parallel);
+
+        // Concatenate each leaf into the root and hash that.
+        let mut root_words_copy = self.root_words;
+        finalize_root_words(
+            &leaves_copy,
+            &mut root_words_copy,
+            self.hash_length,
+            self.implementation,
+        )
+    }
+
+    /// Return the total number of bytes input so far.
+    ///
+    /// Note that `count` doesn't include the bytes of the key block, if any.
+    /// It's exactly the total number of input bytes fed to `update`.
+    pub fn count(&self) -> Count {
+        // Remember that self.count is *per-leaf*.
+        let mut ret = self
+            .count
+            .wrapping_mul(DEGREE as Count)
+            .wrapping_add(self.buf_len as Count);
+        if self.is_keyed {
+            ret -= (DEGREE * BLOCKBYTES) as Count;
+        }
+        ret
+    }
+}
+
+#[cfg(feature = "std")]
+impl std::io::Write for State {
+    fn write(&mut self, buf: &[u8]) -> std::io::Result<usize> {
+        self.update(buf);
+        Ok(buf.len())
+    }
+
+    fn flush(&mut self) -> std::io::Result<()> {
+        Ok(())
+    }
+}
+
+impl fmt::Debug for State {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(
+            f,
+            "State {{ count: {}, hash_length: {} }}",
+            self.count(),
+            self.hash_length,
+        )
+    }
+}
+
+impl Default for State {
+    fn default() -> Self {
+        Self::with_params(&Params::default())
+    }
+}
+
+// Compress each of the four finalized hashes into the root words as input,
+// using two compressions. Note that even if a future version of this
+// implementation supports the hash_length parameter and sets it as associated
+// data for all nodes, this step must still use the untruncated output of each
+// leaf. Note also that, as mentioned above, the root node doesn't hash any key
+// bytes.
+fn finalize_root_words(
+    leaf_words: &[[Word; 8]; DEGREE],
+    root_words: &mut [Word; 8],
+    hash_length: u8,
+    imp: Implementation,
+) -> Hash {
+    debug_assert_eq!(OUTBYTES, 8 * size_of::<Word>());
+    let mut block = [0; DEGREE * OUTBYTES];
+    for (word, chunk) in leaf_words
+        .iter()
+        .flat_map(|words| words.iter())
+        .zip(block.chunks_exact_mut(size_of::<Word>()))
+    {
+        chunk.copy_from_slice(&word.to_le_bytes());
+    }
+    imp.compress1_loop(
+        &block,
+        root_words,
+        0,
+        LastNode::Yes,
+        Finalize::Yes,
+        Stride::Serial,
+    );
+    Hash {
+        bytes: crate::blake2b::state_words_to_bytes(&root_words),
+        len: hash_length,
+    }
+}
+
+pub(crate) fn force_portable(params: &mut Params) {
+    params.implementation = Implementation::portable();
+}
+
+#[cfg(test)]
+pub(crate) mod test {
+    use super::*;
+    use crate::blake2b::paint_test_input;
+
+    // This is a simple reference implementation without the complicated buffering or parameter
+    // support of the real implementation. We need this because the official test vectors don't
+    // include any inputs large enough to exercise all the branches in the buffering logic.
+    fn blake2bp_reference(input: &[u8]) -> Hash {
+        let mut leaves = arrayvec::ArrayVec::<[_; DEGREE]>::new();
+        for leaf_index in 0..DEGREE {
+            leaves.push(
+                crate::blake2b::Params::new()
+                    .fanout(DEGREE as u8)
+                    .max_depth(2)
+                    .node_offset(leaf_index as u64)
+                    .inner_hash_length(OUTBYTES)
+                    .to_state(),
+            );
+        }
+        leaves[DEGREE - 1].set_last_node(true);
+        for (i, chunk) in input.chunks(BLOCKBYTES).enumerate() {
+            leaves[i % DEGREE].update(chunk);
+        }
+        let mut root = crate::blake2b::Params::new()
+            .fanout(DEGREE as u8)
+            .max_depth(2)
+            .node_depth(1)
+            .inner_hash_length(OUTBYTES)
+            .last_node(true)
+            .to_state();
+        for leaf in &mut leaves {
+            root.update(leaf.finalize().as_bytes());
+        }
+        root.finalize()
+    }
+
+    #[test]
+    fn test_against_reference() {
+        let mut buf = [0; 21 * BLOCKBYTES];
+        paint_test_input(&mut buf);
+        // - 8 blocks is just enought to fill the double buffer.
+        // - 9 blocks triggers the "perform one compression on the double buffer" case.
+        // - 11 blocks is the largest input where only one compression may be performed, on the
+        //   first half of the buffer, because there's not enough input to avoid needing to
+        //   finalize the second half.
+        // - 12 blocks triggers the "perform both compressions in the double buffer" case.
+        // - 15 blocks is the largest input where, after compressing 8 blocks from the buffer,
+        //   there's not enough input to hash directly from memory.
+        // - 16 blocks triggers "after emptying the buffer, hash directly from memory".
+        for num_blocks in 0..=20 {
+            for &extra in &[0, 1, BLOCKBYTES - 1] {
+                for &portable in &[false, true] {
+                    // eprintln!("\ncase -----");
+                    // dbg!(num_blocks);
+                    // dbg!(extra);
+                    // dbg!(portable);
+
+                    // First hash the input all at once, as a sanity check.
+                    let mut params = Params::new();
+                    if portable {
+                        force_portable(&mut params);
+                    }
+                    let input = &buf[..num_blocks * BLOCKBYTES + extra];
+                    let expected = blake2bp_reference(&input);
+                    let mut state = params.to_state();
+                    let found = state.update(input).finalize();
+                    assert_eq!(expected, found);
+
+                    // Then, do it again, but buffer 1 byte of input first. That causes the buffering
+                    // branch to trigger.
+                    let mut state = params.to_state();
+                    let maybe_one = cmp::min(1, input.len());
+                    state.update(&input[..maybe_one]);
+                    assert_eq!(maybe_one as Count, state.count());
+                    // Do a throwaway finalize here to check for idempotency.
+                    state.finalize();
+                    state.update(&input[maybe_one..]);
+                    assert_eq!(input.len() as Count, state.count());
+                    let found = state.finalize();
+                    assert_eq!(expected, found);
+
+                    // Finally, do it again with the all-at-once interface.
+                    assert_eq!(expected, blake2bp(input));
+                }
+            }
+        }
+    }
+}
diff --git a/blake2/src/blake2s.rs b/blake2/src/blake2s.rs
index 5306ed992..55d75aeca 100644
--- a/blake2/src/blake2s.rs
+++ b/blake2/src/blake2s.rs
@@ -1,18 +1,662 @@
-use crate::consts::BLAKE2S_IV;
-use digest::generic_array::typenum::{U32, U64};
-
-blake2_impl!(
-    VarBlake2s,
-    Blake2s,
-    u32,
-    u32x4,
-    U32,
-    U64,
-    16,
-    12,
-    8,
-    7,
-    BLAKE2S_IV,
-    "Blake2s instance with a variable output.",
-    "Blake2s instance with a fixed output.",
-);
+//! [![GitHub](https://img.shields.io/github/tag/oconnor663/blake2_simd.svg?label=GitHub)](https://github.com/oconnor663/blake2_simd) [![crates.io](https://img.shields.io/crates/v/blake2s_simd.svg)](https://crates.io/crates/blake2s_simd) [![Actions Status](https://github.com/oconnor663/blake2_simd/workflows/tests/badge.svg)](https://github.com/oconnor663/blake2_simd/actions)
+//!
+//! An implementation of the BLAKE2s and BLAKE2sp hash functions. See also
+//! [`blake2`](https://docs.rs/blake2).
+//!
+//! This crate includes:
+//!
+//! - 100% stable Rust.
+//! - SIMD implementations based on Samuel Neves' [`blake2-avx2`](https://github.com/sneves/blake2-avx2).
+//!   These are very fast. For benchmarks, see [the Performance section of the
+//!   README](https://github.com/oconnor663/blake2_simd#performance).
+//! - Portable, safe implementations for other platforms.
+//! - Dynamic CPU feature detection. Binaries include multiple implementations by default and
+//!   choose the fastest one the processor supports at runtime.
+//! - All the features from the [the BLAKE2 spec](https://blake2.net/blake2.pdf), like adjustable
+//!   length, keying, and associated data for tree hashing.
+//! - `no_std` support. The `std` Cargo feature is on by default, for CPU feature detection and
+//!   for implementing `std::io::Write`.
+//! - Support for computing multiple BLAKE2s hashes in parallel, matching the efficiency of
+//!   BLAKE2sp. See the [`many`](many/index.html) module.
+//!
+//! # Example
+//!
+//! ```
+//! use blake2::blake2s::{blake2s, Params};
+//!
+//! let expected = "08d6cad88075de8f192db097573d0e829411cd91eb6ec65e8fc16c017edfdb74";
+//! let hash = blake2s(b"foo");
+//! assert_eq!(expected, &hash.to_hex());
+//!
+//! let hash = Params::new()
+//!     .hash_length(16)
+//!     .key(b"Squeamish Ossifrage")
+//!     .personal(b"Shaftoe")
+//!     .to_state()
+//!     .update(b"foo")
+//!     .update(b"bar")
+//!     .update(b"baz")
+//!     .finalize();
+//! assert_eq!("28325512782cbf5019424fa65da9a6c7", &hash.to_hex());
+//! ```
+
+use crate::blake2sp;
+use arrayref::{array_refs, mut_array_refs};
+use core::{cmp, fmt, mem::size_of};
+
+#[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+mod avx2;
+mod portable;
+#[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+mod sse41;
+
+pub(crate) mod guts;
+pub mod many;
+
+#[cfg(test)]
+mod test;
+
+pub(crate) type Word = u32;
+pub(crate) type Count = u64;
+
+/// The max hash length.
+pub const OUTBYTES: usize = 8 * size_of::<Word>();
+/// The max key length.
+pub const KEYBYTES: usize = 8 * size_of::<Word>();
+/// The max salt length.
+pub const SALTBYTES: usize = 2 * size_of::<Word>();
+/// The max personalization length.
+pub const PERSONALBYTES: usize = 2 * size_of::<Word>();
+/// The number input bytes passed to each call to the compression function. Small benchmarks need
+/// to use an even multiple of `BLOCKBYTES`, or else their apparent throughput will be low.
+pub const BLOCKBYTES: usize = 16 * size_of::<Word>();
+
+const IV: [Word; 8] = [
+    0x6A09E667, 0xBB67AE85, 0x3C6EF372, 0xA54FF53A, 0x510E527F, 0x9B05688C, 0x1F83D9AB, 0x5BE0CD19,
+];
+
+const SIGMA: [[u8; 16]; 10] = [
+    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15],
+    [14, 10, 4, 8, 9, 15, 13, 6, 1, 12, 0, 2, 11, 7, 5, 3],
+    [11, 8, 12, 0, 5, 2, 15, 13, 10, 14, 3, 6, 7, 1, 9, 4],
+    [7, 9, 3, 1, 13, 12, 11, 14, 2, 6, 5, 10, 4, 0, 15, 8],
+    [9, 0, 5, 7, 2, 4, 10, 15, 14, 1, 11, 12, 6, 8, 3, 13],
+    [2, 12, 6, 10, 0, 11, 8, 3, 4, 13, 7, 5, 15, 14, 1, 9],
+    [12, 5, 1, 15, 14, 13, 4, 10, 0, 7, 6, 3, 9, 2, 8, 11],
+    [13, 11, 7, 14, 12, 1, 3, 9, 5, 0, 15, 4, 8, 6, 2, 10],
+    [6, 15, 14, 9, 11, 3, 0, 8, 12, 2, 13, 7, 1, 4, 10, 5],
+    [10, 2, 8, 4, 7, 6, 1, 5, 15, 11, 9, 14, 3, 12, 13, 0],
+];
+
+/// Compute the BLAKE2s hash of a slice of bytes all at once, using default
+/// parameters.
+///
+/// # Example
+///
+/// ```
+/// # use blake2::blake2s::{blake2s, Params};
+/// let expected = "08d6cad88075de8f192db097573d0e829411cd91eb6ec65e8fc16c017edfdb74";
+/// let hash = blake2s(b"foo");
+/// assert_eq!(expected, &hash.to_hex());
+/// ```
+pub fn blake2s(input: &[u8]) -> Hash {
+    Params::new().hash(input)
+}
+
+/// A parameter builder that exposes all the non-default BLAKE2 features.
+///
+/// Apart from `hash_length`, which controls the length of the final `Hash`,
+/// all of these parameters are just associated data that gets mixed with the
+/// input. For more details, see [the BLAKE2 spec](https://blake2.net/blake2.pdf).
+///
+/// Several of the parameters have a valid range defined in the spec and
+/// documented below. Trying to set an invalid parameter will panic.
+///
+/// # Example
+///
+/// ```
+/// # use blake2::blake2s::Params;
+/// // Create a Params object with a secret key and a non-default length.
+/// let mut params = Params::new();
+/// params.key(b"my secret key");
+/// params.hash_length(16);
+///
+/// // Use those params to hash an input all at once.
+/// let hash = params.hash(b"my input");
+///
+/// // Or use those params to build an incremental State.
+/// let mut state = params.to_state();
+/// ```
+#[derive(Clone)]
+pub struct Params {
+    hash_length: u8,
+    key_length: u8,
+    key_block: [u8; BLOCKBYTES],
+    salt: [u8; SALTBYTES],
+    personal: [u8; PERSONALBYTES],
+    fanout: u8,
+    max_depth: u8,
+    max_leaf_length: u32,
+    node_offset: u64,
+    node_depth: u8,
+    inner_hash_length: u8,
+    last_node: guts::LastNode,
+    implementation: guts::Implementation,
+}
+
+impl Params {
+    /// Equivalent to `Params::default()`.
+    #[inline]
+    pub fn new() -> Self {
+        Self {
+            hash_length: OUTBYTES as u8,
+            key_length: 0,
+            key_block: [0; BLOCKBYTES],
+            salt: [0; SALTBYTES],
+            personal: [0; PERSONALBYTES],
+            // NOTE: fanout and max_depth don't default to zero!
+            fanout: 1,
+            max_depth: 1,
+            max_leaf_length: 0,
+            node_offset: 0,
+            node_depth: 0,
+            inner_hash_length: 0,
+            last_node: guts::LastNode::No,
+            implementation: guts::Implementation::detect(),
+        }
+    }
+
+    #[inline(always)]
+    pub(crate) fn to_words(&self) -> [Word; 8] {
+        let (salt_left, salt_right) = array_refs!(&self.salt, SALTBYTES / 2, SALTBYTES / 2);
+        let (personal_left, personal_right) =
+            array_refs!(&self.personal, PERSONALBYTES / 2, PERSONALBYTES / 2);
+        [
+            IV[0]
+                ^ self.hash_length as u32
+                ^ (self.key_length as u32) << 8
+                ^ (self.fanout as u32) << 16
+                ^ (self.max_depth as u32) << 24,
+            IV[1] ^ self.max_leaf_length,
+            IV[2] ^ self.node_offset as u32,
+            IV[3]
+                ^ (self.node_offset >> 32) as u32
+                ^ (self.node_depth as u32) << 16
+                ^ (self.inner_hash_length as u32) << 24,
+            IV[4] ^ Word::from_le_bytes(*salt_left),
+            IV[5] ^ Word::from_le_bytes(*salt_right),
+            IV[6] ^ Word::from_le_bytes(*personal_left),
+            IV[7] ^ Word::from_le_bytes(*personal_right),
+        ]
+    }
+
+    /// Hash an input all at once with these parameters.
+    #[inline]
+    pub fn hash(&self, input: &[u8]) -> Hash {
+        // If there's a key, just fall back to using the State.
+        if self.key_length > 0 {
+            return self.to_state().update(input).finalize();
+        }
+        let mut words = self.to_words();
+        self.implementation.compress1_loop(
+            input,
+            &mut words,
+            0,
+            self.last_node,
+            guts::Finalize::Yes,
+            guts::Stride::Serial,
+        );
+        Hash {
+            bytes: state_words_to_bytes(&words),
+            len: self.hash_length,
+        }
+    }
+
+    /// Construct a `State` object based on these parameters, for hashing input
+    /// incrementally.
+    pub fn to_state(&self) -> State {
+        State::with_params(self)
+    }
+
+    /// Set the length of the final hash in bytes, from 1 to `OUTBYTES` (32). Apart from
+    /// controlling the length of the final `Hash`, this is also associated data, and changing it
+    /// will result in a totally different hash.
+    #[inline]
+    pub fn hash_length(&mut self, length: usize) -> &mut Self {
+        assert!(
+            (1..=OUTBYTES).contains(&length),
+            "Bad hash length: {}",
+            length
+        );
+        self.hash_length = length as u8;
+        self
+    }
+
+    /// Use a secret key, so that BLAKE2 acts as a MAC. The maximum key length is `KEYBYTES` (32).
+    /// An empty key is equivalent to having no key at all.
+    #[inline]
+    pub fn key(&mut self, key: &[u8]) -> &mut Self {
+        assert!(key.len() <= KEYBYTES, "Bad key length: {}", key.len());
+        self.key_length = key.len() as u8;
+        self.key_block = [0; BLOCKBYTES];
+        self.key_block[..key.len()].copy_from_slice(key);
+        self
+    }
+
+    /// At most `SALTBYTES` (8). Shorter salts are padded with null bytes. An empty salt is
+    /// equivalent to having no salt at all.
+    #[inline]
+    pub fn salt(&mut self, salt: &[u8]) -> &mut Self {
+        assert!(salt.len() <= SALTBYTES, "Bad salt length: {}", salt.len());
+        self.salt = [0; SALTBYTES];
+        self.salt[..salt.len()].copy_from_slice(salt);
+        self
+    }
+
+    /// At most `PERSONALBYTES` (8). Shorter personalizations are padded with null bytes. An empty
+    /// personalization is equivalent to having no personalization at all.
+    #[inline]
+    pub fn personal(&mut self, personalization: &[u8]) -> &mut Self {
+        assert!(
+            personalization.len() <= PERSONALBYTES,
+            "Bad personalization length: {}",
+            personalization.len()
+        );
+        self.personal = [0; PERSONALBYTES];
+        self.personal[..personalization.len()].copy_from_slice(personalization);
+        self
+    }
+
+    /// From 0 (meaning unlimited) to 255. The default is 1 (meaning sequential).
+    #[inline]
+    pub fn fanout(&mut self, fanout: u8) -> &mut Self {
+        self.fanout = fanout;
+        self
+    }
+
+    /// From 0 (meaning BLAKE2X B2 hashes), through 1 (the default, meaning sequential) to 255 (meaning unlimited).
+    #[inline]
+    pub fn max_depth(&mut self, depth: u8) -> &mut Self {
+        self.max_depth = depth;
+        self
+    }
+
+    /// From 0 (the default, meaning unlimited or sequential) to `2^32 - 1`.
+    #[inline]
+    pub fn max_leaf_length(&mut self, length: u32) -> &mut Self {
+        self.max_leaf_length = length;
+        self
+    }
+
+    /// From 0 (the default, meaning first, leftmost, leaf, or sequential) to `2^48 - 1`.
+    #[inline]
+    pub fn node_offset(&mut self, offset: u64) -> &mut Self {
+        assert!(offset < (1 << 48), "Bad node offset: {}", offset);
+        self.node_offset = offset;
+        self
+    }
+
+    /// From 0 (the default, meaning leaf or sequential) to 255.
+    #[inline]
+    pub fn node_depth(&mut self, depth: u8) -> &mut Self {
+        self.node_depth = depth;
+        self
+    }
+
+    /// From 0 (the default, meaning sequential) to `OUTBYTES` (32).
+    #[inline]
+    pub fn inner_hash_length(&mut self, length: usize) -> &mut Self {
+        assert!(length <= OUTBYTES, "Bad inner hash length: {}", length);
+        self.inner_hash_length = length as u8;
+        self
+    }
+
+    /// Indicates the rightmost node in a row. This can also be changed on the
+    /// `State` object, potentially after hashing has begun. See
+    /// [`State::set_last_node`].
+    ///
+    /// [`State::set_last_node`]: struct.State.html#method.set_last_node
+    #[inline]
+    pub fn last_node(&mut self, last_node: bool) -> &mut Self {
+        self.last_node = if last_node {
+            guts::LastNode::Yes
+        } else {
+            guts::LastNode::No
+        };
+        self
+    }
+}
+
+impl Default for Params {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl fmt::Debug for Params {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(
+            f,
+            "Params {{ hash_length: {}, key_length: {}, salt: {:?}, personal: {:?}, fanout: {}, \
+             max_depth: {}, max_leaf_length: {}, node_offset: {}, node_depth: {}, \
+             inner_hash_length: {}, last_node: {} }}",
+            self.hash_length,
+            // NB: Don't print the key itself. Debug shouldn't leak secrets.
+            self.key_length,
+            &self.salt,
+            &self.personal,
+            self.fanout,
+            self.max_depth,
+            self.max_leaf_length,
+            self.node_offset,
+            self.node_depth,
+            self.inner_hash_length,
+            self.last_node.yes(),
+        )
+    }
+}
+
+/// An incremental hasher for BLAKE2s.
+///
+/// To construct a `State` with non-default parameters, see `Params::to_state`.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2s::{State, blake2s};
+///
+/// let mut state = blake2::blake2s::State::new();
+///
+/// state.update(b"foo");
+/// assert_eq!(blake2s(b"foo"), state.finalize());
+///
+/// state.update(b"bar");
+/// assert_eq!(blake2s(b"foobar"), state.finalize());
+/// ```
+#[derive(Clone)]
+pub struct State {
+    words: [Word; 8],
+    count: Count,
+    buf: [u8; BLOCKBYTES],
+    buflen: u8,
+    last_node: guts::LastNode,
+    hash_length: u8,
+    implementation: guts::Implementation,
+    is_keyed: bool,
+}
+
+impl State {
+    /// Equivalent to `State::default()` or `Params::default().to_state()`.
+    pub fn new() -> Self {
+        Self::with_params(&Params::default())
+    }
+
+    fn with_params(params: &Params) -> Self {
+        let mut state = Self {
+            words: params.to_words(),
+            count: 0,
+            buf: [0; BLOCKBYTES],
+            buflen: 0,
+            last_node: params.last_node,
+            hash_length: params.hash_length,
+            implementation: params.implementation,
+            is_keyed: params.key_length > 0,
+        };
+        if state.is_keyed {
+            state.buf = params.key_block;
+            state.buflen = state.buf.len() as u8;
+        }
+        state
+    }
+
+    fn fill_buf(&mut self, input: &mut &[u8]) {
+        let take = cmp::min(BLOCKBYTES - self.buflen as usize, input.len());
+        self.buf[self.buflen as usize..self.buflen as usize + take].copy_from_slice(&input[..take]);
+        self.buflen += take as u8;
+        *input = &input[take..];
+    }
+
+    // If the state already has some input in its buffer, try to fill the buffer and perform a
+    // compression. However, only do the compression if there's more input coming, otherwise it
+    // will give the wrong hash it the caller finalizes immediately after.
+    fn compress_buffer_if_possible(&mut self, input: &mut &[u8]) {
+        if self.buflen > 0 {
+            self.fill_buf(input);
+            if !input.is_empty() {
+                self.implementation.compress1_loop(
+                    &self.buf,
+                    &mut self.words,
+                    self.count,
+                    self.last_node,
+                    guts::Finalize::No,
+                    guts::Stride::Serial,
+                );
+                self.count = self.count.wrapping_add(BLOCKBYTES as Count);
+                self.buflen = 0;
+            }
+        }
+    }
+
+    /// Add input to the hash. You can call `update` any number of times.
+    pub fn update(&mut self, mut input: &[u8]) -> &mut Self {
+        // If we have a partial buffer, try to complete it.
+        self.compress_buffer_if_possible(&mut input);
+        // While there's more than a block of input left (which also means we cleared the buffer
+        // above), compress blocks directly without copying.
+        let mut end = input.len().saturating_sub(1);
+        end -= end % BLOCKBYTES;
+        if end > 0 {
+            self.implementation.compress1_loop(
+                &input[..end],
+                &mut self.words,
+                self.count,
+                self.last_node,
+                guts::Finalize::No,
+                guts::Stride::Serial,
+            );
+            self.count = self.count.wrapping_add(end as Count);
+            input = &input[end..];
+        }
+        // Buffer any remaining input, to be either compressed or finalized in a subsequent call.
+        // Note that this represents some copying overhead, which in theory we could avoid in
+        // all-at-once setting. A function hardcoded for exactly BLOCKSIZE input bytes is about 10%
+        // faster than using this implementation for the same input.
+        self.fill_buf(&mut input);
+        self
+    }
+
+    /// Finalize the state and return a `Hash`. This method is idempotent, and calling it multiple
+    /// times will give the same result. It's also possible to `update` with more input in between.
+    pub fn finalize(&self) -> Hash {
+        let mut words_copy = self.words;
+        self.implementation.compress1_loop(
+            &self.buf[..self.buflen as usize],
+            &mut words_copy,
+            self.count,
+            self.last_node,
+            guts::Finalize::Yes,
+            guts::Stride::Serial,
+        );
+        Hash {
+            bytes: state_words_to_bytes(&words_copy),
+            len: self.hash_length,
+        }
+    }
+
+    /// Set a flag indicating that this is the last node of its level in a tree hash. This is
+    /// equivalent to [`Params::last_node`], except that it can be set at any time before calling
+    /// `finalize`. That allows callers to begin hashing a node without knowing ahead of time
+    /// whether it's the last in its level. For more details about the intended use of this flag
+    /// [the BLAKE2 spec].
+    ///
+    /// [`Params::last_node`]: struct.Params.html#method.last_node
+    /// [the BLAKE2 spec]: https://blake2.net/blake2.pdf
+    pub fn set_last_node(&mut self, last_node: bool) -> &mut Self {
+        self.last_node = if last_node {
+            guts::LastNode::Yes
+        } else {
+            guts::LastNode::No
+        };
+        self
+    }
+
+    /// Return the total number of bytes input so far.
+    ///
+    /// Note that `count` doesn't include the bytes of the key block, if any.
+    /// It's exactly the total number of input bytes fed to `update`.
+    pub fn count(&self) -> Count {
+        let mut ret = self.count.wrapping_add(self.buflen as Count);
+        if self.is_keyed {
+            ret -= BLOCKBYTES as Count;
+        }
+        ret
+    }
+}
+
+#[inline(always)]
+pub(crate) fn state_words_to_bytes(state_words: &[Word; 8]) -> [u8; OUTBYTES] {
+    let mut bytes = [0; OUTBYTES];
+    {
+        const W: usize = size_of::<Word>();
+        let refs = mut_array_refs!(&mut bytes, W, W, W, W, W, W, W, W);
+        *refs.0 = state_words[0].to_le_bytes();
+        *refs.1 = state_words[1].to_le_bytes();
+        *refs.2 = state_words[2].to_le_bytes();
+        *refs.3 = state_words[3].to_le_bytes();
+        *refs.4 = state_words[4].to_le_bytes();
+        *refs.5 = state_words[5].to_le_bytes();
+        *refs.6 = state_words[6].to_le_bytes();
+        *refs.7 = state_words[7].to_le_bytes();
+    }
+    bytes
+}
+
+#[cfg(feature = "std")]
+impl std::io::Write for State {
+    fn write(&mut self, buf: &[u8]) -> std::io::Result<usize> {
+        self.update(buf);
+        Ok(buf.len())
+    }
+
+    fn flush(&mut self) -> std::io::Result<()> {
+        Ok(())
+    }
+}
+
+impl fmt::Debug for State {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        // NB: Don't print the words. Leaking them would allow length extension.
+        write!(
+            f,
+            "State {{ count: {}, hash_length: {}, last_node: {} }}",
+            self.count(),
+            self.hash_length,
+            self.last_node.yes(),
+        )
+    }
+}
+
+impl Default for State {
+    fn default() -> Self {
+        Self::with_params(&Params::default())
+    }
+}
+
+type HexString = arrayvec::ArrayString<[u8; 2 * OUTBYTES]>;
+
+/// A finalized BLAKE2 hash, with constant-time equality.
+#[derive(Clone, Copy)]
+pub struct Hash {
+    pub(crate) bytes: [u8; OUTBYTES],
+    pub(crate) len: u8,
+}
+
+impl Hash {
+    /// Convert the hash to a byte slice. Note that if you're using BLAKE2 as a MAC, you need
+    /// constant time equality, which `&[u8]` doesn't provide.
+    pub fn as_bytes(&self) -> &[u8] {
+        &self.bytes[..self.len as usize]
+    }
+
+    /// Convert the hash to a byte array. Note that if you're using BLAKE2 as a
+    /// MAC, you need constant time equality, which arrays don't provide. This
+    /// panics in debug mode if the length of the hash isn't `OUTBYTES`.
+    #[inline]
+    pub fn as_array(&self) -> &[u8; OUTBYTES] {
+        debug_assert_eq!(self.len as usize, OUTBYTES);
+        &self.bytes
+    }
+
+    /// Convert the hash to a lowercase hexadecimal
+    /// [`ArrayString`](https://docs.rs/arrayvec/0.4/arrayvec/struct.ArrayString.html).
+    pub fn to_hex(&self) -> HexString {
+        bytes_to_hex(self.as_bytes())
+    }
+}
+
+fn bytes_to_hex(bytes: &[u8]) -> HexString {
+    let mut s = arrayvec::ArrayString::new();
+    let table = b"0123456789abcdef";
+    for &b in bytes {
+        s.push(table[(b >> 4) as usize] as char);
+        s.push(table[(b & 0xf) as usize] as char);
+    }
+    s
+}
+
+/// This implementation is constant time, if the two hashes are the same length.
+impl PartialEq for Hash {
+    fn eq(&self, other: &Hash) -> bool {
+        constant_time_eq::constant_time_eq(&self.as_bytes(), &other.as_bytes())
+    }
+}
+
+/// This implementation is constant time, if the slice is the same length as the hash.
+impl PartialEq<[u8]> for Hash {
+    fn eq(&self, other: &[u8]) -> bool {
+        constant_time_eq::constant_time_eq(&self.as_bytes(), other)
+    }
+}
+
+impl Eq for Hash {}
+
+impl AsRef<[u8]> for Hash {
+    fn as_ref(&self) -> &[u8] {
+        self.as_bytes()
+    }
+}
+
+impl fmt::Debug for Hash {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(f, "Hash(0x{})", self.to_hex())
+    }
+}
+
+// Paint a byte pattern that won't repeat, so that we don't accidentally miss
+// buffer offset bugs. This is the same as what Bao uses in its tests.
+#[cfg(test)]
+pub(crate) fn paint_test_input(buf: &mut [u8]) {
+    let mut offset = 0;
+    let mut counter: u32 = 1;
+    while offset < buf.len() {
+        let bytes = counter.to_le_bytes();
+        let take = cmp::min(bytes.len(), buf.len() - offset);
+        buf[offset..][..take].copy_from_slice(&bytes[..take]);
+        counter += 1;
+        offset += take;
+    }
+}
+
+// This module is pub for internal benchmarks only. Please don't use it.
+#[doc(hidden)]
+pub mod benchmarks {
+    use super::*;
+
+    pub fn force_portable(params: &mut Params) {
+        params.implementation = guts::Implementation::portable();
+    }
+
+    pub fn force_portable_blake2sp(params: &mut blake2sp::Params) {
+        blake2sp::force_portable(params);
+    }
+}
diff --git a/blake2/src/blake2s/avx2.rs b/blake2/src/blake2s/avx2.rs
new file mode 100644
index 000000000..96463befa
--- /dev/null
+++ b/blake2/src/blake2s/avx2.rs
@@ -0,0 +1,595 @@
+//! AVX2 backend
+
+#![allow(clippy::many_single_char_names, clippy::too_many_arguments)]
+
+#[cfg(target_arch = "x86")]
+use core::arch::x86::*;
+#[cfg(target_arch = "x86_64")]
+use core::arch::x86_64::*;
+
+use super::guts::{
+    assemble_count, count_high, count_low, final_block, flag_word, input_debug_asserts, Finalize,
+    Job, Stride,
+};
+use super::{Word, BLOCKBYTES, IV, SIGMA};
+use core::{cmp, mem};
+
+pub const DEGREE: usize = 8;
+
+#[inline(always)]
+unsafe fn loadu(src: *const [Word; DEGREE]) -> __m256i {
+    // This is an unaligned load, so the pointer cast is allowed.
+    _mm256_loadu_si256(src as *const __m256i)
+}
+
+#[inline(always)]
+unsafe fn storeu(src: __m256i, dest: *mut [Word; DEGREE]) {
+    // This is an unaligned store, so the pointer cast is allowed.
+    _mm256_storeu_si256(dest as *mut __m256i, src)
+}
+
+#[inline(always)]
+unsafe fn add(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_add_epi32(a, b)
+}
+
+#[inline(always)]
+unsafe fn eq(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_cmpeq_epi32(a, b)
+}
+
+#[inline(always)]
+unsafe fn and(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_and_si256(a, b)
+}
+
+#[inline(always)]
+unsafe fn negate_and(a: __m256i, b: __m256i) -> __m256i {
+    // Note that "and not" implies the reverse of the actual arg order.
+    _mm256_andnot_si256(a, b)
+}
+
+#[inline(always)]
+unsafe fn xor(a: __m256i, b: __m256i) -> __m256i {
+    _mm256_xor_si256(a, b)
+}
+
+#[inline(always)]
+unsafe fn set1(x: u32) -> __m256i {
+    _mm256_set1_epi32(x as i32)
+}
+
+#[inline(always)]
+unsafe fn set8(a: u32, b: u32, c: u32, d: u32, e: u32, f: u32, g: u32, h: u32) -> __m256i {
+    _mm256_setr_epi32(
+        a as i32, b as i32, c as i32, d as i32, e as i32, f as i32, g as i32, h as i32,
+    )
+}
+
+// These rotations are the "simple version". For the "complicated version", see
+// https://github.com/sneves/blake2-avx2/blob/b3723921f668df09ece52dcd225a36d4a4eea1d9/blake2s-common.h#L63-L66.
+// For a discussion of the tradeoffs, see
+// https://github.com/sneves/blake2-avx2/pull/5. In short:
+// - Due to an LLVM bug (https://bugs.llvm.org/show_bug.cgi?id=44379), this
+//   version performs better on recent x86 chips.
+// - LLVM is able to optimize this version to AVX-512 rotation instructions
+//   when those are enabled.
+
+#[inline(always)]
+unsafe fn rot16(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi32(x, 16), _mm256_slli_epi32(x, 32 - 16))
+}
+
+#[inline(always)]
+unsafe fn rot12(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi32(x, 12), _mm256_slli_epi32(x, 32 - 12))
+}
+
+#[inline(always)]
+unsafe fn rot8(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi32(x, 8), _mm256_slli_epi32(x, 32 - 8))
+}
+
+#[inline(always)]
+unsafe fn rot7(x: __m256i) -> __m256i {
+    _mm256_or_si256(_mm256_srli_epi32(x, 7), _mm256_slli_epi32(x, 32 - 7))
+}
+
+#[inline(always)]
+unsafe fn round(v: &mut [__m256i; 16], m: &[__m256i; 16], r: usize) {
+    v[0] = add(v[0], m[SIGMA[r][0] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][2] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][4] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][6] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[15] = rot16(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot12(v[4]);
+    v[5] = rot12(v[5]);
+    v[6] = rot12(v[6]);
+    v[7] = rot12(v[7]);
+    v[0] = add(v[0], m[SIGMA[r][1] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][3] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][5] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][7] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot8(v[12]);
+    v[13] = rot8(v[13]);
+    v[14] = rot8(v[14]);
+    v[15] = rot8(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot7(v[4]);
+    v[5] = rot7(v[5]);
+    v[6] = rot7(v[6]);
+    v[7] = rot7(v[7]);
+
+    v[0] = add(v[0], m[SIGMA[r][8] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][10] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][12] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][14] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot16(v[15]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot12(v[5]);
+    v[6] = rot12(v[6]);
+    v[7] = rot12(v[7]);
+    v[4] = rot12(v[4]);
+    v[0] = add(v[0], m[SIGMA[r][9] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][11] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][13] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][15] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot8(v[15]);
+    v[12] = rot8(v[12]);
+    v[13] = rot8(v[13]);
+    v[14] = rot8(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot7(v[5]);
+    v[6] = rot7(v[6]);
+    v[7] = rot7(v[7]);
+    v[4] = rot7(v[4]);
+}
+
+// We'd rather make this a regular function with #[inline(always)], but for
+// some reason that blows up compile times by about 10 seconds, at least in
+// some cases (BLAKE2b avx2.rs). This macro seems to get the same performance
+// result, without the compile time issue.
+macro_rules! compress8_transposed {
+    (
+        $h_vecs:expr,
+        $msg_vecs:expr,
+        $count_low:expr,
+        $count_high:expr,
+        $lastblock:expr,
+        $lastnode:expr,
+    ) => {
+        let h_vecs: &mut [__m256i; 8] = $h_vecs;
+        let msg_vecs: &[__m256i; 16] = $msg_vecs;
+        let count_low: __m256i = $count_low;
+        let count_high: __m256i = $count_high;
+        let lastblock: __m256i = $lastblock;
+        let lastnode: __m256i = $lastnode;
+
+        let mut v = [
+            h_vecs[0],
+            h_vecs[1],
+            h_vecs[2],
+            h_vecs[3],
+            h_vecs[4],
+            h_vecs[5],
+            h_vecs[6],
+            h_vecs[7],
+            set1(IV[0]),
+            set1(IV[1]),
+            set1(IV[2]),
+            set1(IV[3]),
+            xor(set1(IV[4]), count_low),
+            xor(set1(IV[5]), count_high),
+            xor(set1(IV[6]), lastblock),
+            xor(set1(IV[7]), lastnode),
+        ];
+
+        round(&mut v, &msg_vecs, 0);
+        round(&mut v, &msg_vecs, 1);
+        round(&mut v, &msg_vecs, 2);
+        round(&mut v, &msg_vecs, 3);
+        round(&mut v, &msg_vecs, 4);
+        round(&mut v, &msg_vecs, 5);
+        round(&mut v, &msg_vecs, 6);
+        round(&mut v, &msg_vecs, 7);
+        round(&mut v, &msg_vecs, 8);
+        round(&mut v, &msg_vecs, 9);
+
+        h_vecs[0] = xor(xor(h_vecs[0], v[0]), v[8]);
+        h_vecs[1] = xor(xor(h_vecs[1], v[1]), v[9]);
+        h_vecs[2] = xor(xor(h_vecs[2], v[2]), v[10]);
+        h_vecs[3] = xor(xor(h_vecs[3], v[3]), v[11]);
+        h_vecs[4] = xor(xor(h_vecs[4], v[4]), v[12]);
+        h_vecs[5] = xor(xor(h_vecs[5], v[5]), v[13]);
+        h_vecs[6] = xor(xor(h_vecs[6], v[6]), v[14]);
+        h_vecs[7] = xor(xor(h_vecs[7], v[7]), v[15]);
+    };
+}
+
+#[inline(always)]
+unsafe fn interleave128(a: __m256i, b: __m256i) -> (__m256i, __m256i) {
+    (
+        _mm256_permute2x128_si256(a, b, 0x20),
+        _mm256_permute2x128_si256(a, b, 0x31),
+    )
+}
+
+// There are several ways to do a transposition. We could do it naively, with 8 separate
+// _mm256_set_epi32 instructions, referencing each of the 32 words explicitly. Or we could copy
+// the vecs into contiguous storage and then use gather instructions. This third approach is to use
+// a series of unpack instructions to interleave the vectors. In my benchmarks, interleaving is the
+// fastest approach. To test this, run `cargo +nightly bench --bench libtest load_8` in the
+// https://github.com/oconnor663/bao_experiments repo.
+#[inline(always)]
+unsafe fn transpose_vecs(
+    vec_a: __m256i,
+    vec_b: __m256i,
+    vec_c: __m256i,
+    vec_d: __m256i,
+    vec_e: __m256i,
+    vec_f: __m256i,
+    vec_g: __m256i,
+    vec_h: __m256i,
+) -> [__m256i; 8] {
+    // Interleave 32-bit lanes. The low unpack is lanes 00/11/44/55, and the high is 22/33/66/77.
+    let ab_0145 = _mm256_unpacklo_epi32(vec_a, vec_b);
+    let ab_2367 = _mm256_unpackhi_epi32(vec_a, vec_b);
+    let cd_0145 = _mm256_unpacklo_epi32(vec_c, vec_d);
+    let cd_2367 = _mm256_unpackhi_epi32(vec_c, vec_d);
+    let ef_0145 = _mm256_unpacklo_epi32(vec_e, vec_f);
+    let ef_2367 = _mm256_unpackhi_epi32(vec_e, vec_f);
+    let gh_0145 = _mm256_unpacklo_epi32(vec_g, vec_h);
+    let gh_2367 = _mm256_unpackhi_epi32(vec_g, vec_h);
+
+    // Interleave 64-bit lates. The low unpack is lanes 00/22 and the high is 11/33.
+    let abcd_04 = _mm256_unpacklo_epi64(ab_0145, cd_0145);
+    let abcd_15 = _mm256_unpackhi_epi64(ab_0145, cd_0145);
+    let abcd_26 = _mm256_unpacklo_epi64(ab_2367, cd_2367);
+    let abcd_37 = _mm256_unpackhi_epi64(ab_2367, cd_2367);
+    let efgh_04 = _mm256_unpacklo_epi64(ef_0145, gh_0145);
+    let efgh_15 = _mm256_unpackhi_epi64(ef_0145, gh_0145);
+    let efgh_26 = _mm256_unpacklo_epi64(ef_2367, gh_2367);
+    let efgh_37 = _mm256_unpackhi_epi64(ef_2367, gh_2367);
+
+    // Interleave 128-bit lanes.
+    let (abcdefgh_0, abcdefgh_4) = interleave128(abcd_04, efgh_04);
+    let (abcdefgh_1, abcdefgh_5) = interleave128(abcd_15, efgh_15);
+    let (abcdefgh_2, abcdefgh_6) = interleave128(abcd_26, efgh_26);
+    let (abcdefgh_3, abcdefgh_7) = interleave128(abcd_37, efgh_37);
+
+    [
+        abcdefgh_0, abcdefgh_1, abcdefgh_2, abcdefgh_3, abcdefgh_4, abcdefgh_5, abcdefgh_6,
+        abcdefgh_7,
+    ]
+}
+
+#[inline(always)]
+unsafe fn transpose_state_vecs(jobs: &[Job<'_, '_>; DEGREE]) -> [__m256i; 8] {
+    // Load all the state words into transposed vectors, where the first vector
+    // has the first word of each state, etc. Transposing once at the beginning
+    // and once at the end is more efficient that repeating it for each block.
+    transpose_vecs(
+        loadu(jobs[0].words),
+        loadu(jobs[1].words),
+        loadu(jobs[2].words),
+        loadu(jobs[3].words),
+        loadu(jobs[4].words),
+        loadu(jobs[5].words),
+        loadu(jobs[6].words),
+        loadu(jobs[7].words),
+    )
+}
+
+#[inline(always)]
+unsafe fn untranspose_state_vecs(h_vecs: &[__m256i; 8], jobs: &mut [Job<'_, '_>; DEGREE]) {
+    // Un-transpose the updated state vectors back into the caller's arrays.
+    let out = transpose_vecs(
+        h_vecs[0], h_vecs[1], h_vecs[2], h_vecs[3], h_vecs[4], h_vecs[5], h_vecs[6], h_vecs[7],
+    );
+    storeu(out[0], jobs[0].words);
+    storeu(out[1], jobs[1].words);
+    storeu(out[2], jobs[2].words);
+    storeu(out[3], jobs[3].words);
+    storeu(out[4], jobs[4].words);
+    storeu(out[5], jobs[5].words);
+    storeu(out[6], jobs[6].words);
+    storeu(out[7], jobs[7].words);
+}
+
+#[inline(always)]
+unsafe fn transpose_msg_vecs(blocks: [*const [u8; BLOCKBYTES]; DEGREE]) -> [__m256i; 16] {
+    // These input arrays have no particular alignment, so we use unaligned
+    // loads to read from them.
+    let block0 = blocks[0] as *const [Word; DEGREE];
+    let block1 = blocks[1] as *const [Word; DEGREE];
+    let block2 = blocks[2] as *const [Word; DEGREE];
+    let block3 = blocks[3] as *const [Word; DEGREE];
+    let block4 = blocks[4] as *const [Word; DEGREE];
+    let block5 = blocks[5] as *const [Word; DEGREE];
+    let block6 = blocks[6] as *const [Word; DEGREE];
+    let block7 = blocks[7] as *const [Word; DEGREE];
+    let [m0, m1, m2, m3, m4, m5, m6, m7] = transpose_vecs(
+        loadu(block0.add(0)),
+        loadu(block1.add(0)),
+        loadu(block2.add(0)),
+        loadu(block3.add(0)),
+        loadu(block4.add(0)),
+        loadu(block5.add(0)),
+        loadu(block6.add(0)),
+        loadu(block7.add(0)),
+    );
+    let [m8, m9, m10, m11, m12, m13, m14, m15] = transpose_vecs(
+        loadu(block0.add(1)),
+        loadu(block1.add(1)),
+        loadu(block2.add(1)),
+        loadu(block3.add(1)),
+        loadu(block4.add(1)),
+        loadu(block5.add(1)),
+        loadu(block6.add(1)),
+        loadu(block7.add(1)),
+    );
+    [
+        m0, m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15,
+    ]
+}
+
+#[inline(always)]
+unsafe fn load_counts(jobs: &[Job<'_, '_>; DEGREE]) -> (__m256i, __m256i) {
+    (
+        set8(
+            count_low(jobs[0].count),
+            count_low(jobs[1].count),
+            count_low(jobs[2].count),
+            count_low(jobs[3].count),
+            count_low(jobs[4].count),
+            count_low(jobs[5].count),
+            count_low(jobs[6].count),
+            count_low(jobs[7].count),
+        ),
+        set8(
+            count_high(jobs[0].count),
+            count_high(jobs[1].count),
+            count_high(jobs[2].count),
+            count_high(jobs[3].count),
+            count_high(jobs[4].count),
+            count_high(jobs[5].count),
+            count_high(jobs[6].count),
+            count_high(jobs[7].count),
+        ),
+    )
+}
+
+#[inline(always)]
+unsafe fn store_counts(jobs: &mut [Job<'_, '_>; DEGREE], low: __m256i, high: __m256i) {
+    let low_ints: [Word; DEGREE] = mem::transmute(low);
+    let high_ints: [Word; DEGREE] = mem::transmute(high);
+    for i in 0..DEGREE {
+        jobs[i].count = assemble_count(low_ints[i], high_ints[i]);
+    }
+}
+
+#[inline(always)]
+unsafe fn add_to_counts(lo: &mut __m256i, hi: &mut __m256i, delta: __m256i) {
+    // If the low counts reach zero, that means they wrapped, unless the delta
+    // was also zero.
+    *lo = add(*lo, delta);
+    let lo_reached_zero = eq(*lo, set1(0));
+    let delta_was_zero = eq(delta, set1(0));
+    let hi_inc = and(set1(1), negate_and(delta_was_zero, lo_reached_zero));
+    *hi = add(*hi, hi_inc);
+}
+
+#[inline(always)]
+unsafe fn flags_vec(flags: [bool; DEGREE]) -> __m256i {
+    set8(
+        flag_word(flags[0]),
+        flag_word(flags[1]),
+        flag_word(flags[2]),
+        flag_word(flags[3]),
+        flag_word(flags[4]),
+        flag_word(flags[5]),
+        flag_word(flags[6]),
+        flag_word(flags[7]),
+    )
+}
+
+#[target_feature(enable = "avx2")]
+pub unsafe fn compress8_loop(jobs: &mut [Job<'_, '_>; DEGREE], finalize: Finalize, stride: Stride) {
+    // If we're not finalizing, there can't be a partial block at the end.
+    for job in jobs.iter() {
+        input_debug_asserts(job.input, finalize);
+    }
+
+    let msg_ptrs = [
+        jobs[0].input.as_ptr(),
+        jobs[1].input.as_ptr(),
+        jobs[2].input.as_ptr(),
+        jobs[3].input.as_ptr(),
+        jobs[4].input.as_ptr(),
+        jobs[5].input.as_ptr(),
+        jobs[6].input.as_ptr(),
+        jobs[7].input.as_ptr(),
+    ];
+    let mut h_vecs = transpose_state_vecs(&jobs);
+    let (mut counts_lo, mut counts_hi) = load_counts(&jobs);
+
+    // Prepare the final blocks (note, which could be empty if the input is
+    // empty). Do all this before entering the main loop.
+    let min_len = jobs.iter().map(|job| job.input.len()).min().unwrap();
+    let mut fin_offset = min_len.saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    // Performance note, making these buffers mem::uninitialized() seems to
+    // cause problems in the optimizer.
+    let mut buf0: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf1: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf2: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf3: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf4: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf5: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf6: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf7: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let (block0, len0, finalize0) = final_block(jobs[0].input, fin_offset, &mut buf0, stride);
+    let (block1, len1, finalize1) = final_block(jobs[1].input, fin_offset, &mut buf1, stride);
+    let (block2, len2, finalize2) = final_block(jobs[2].input, fin_offset, &mut buf2, stride);
+    let (block3, len3, finalize3) = final_block(jobs[3].input, fin_offset, &mut buf3, stride);
+    let (block4, len4, finalize4) = final_block(jobs[4].input, fin_offset, &mut buf4, stride);
+    let (block5, len5, finalize5) = final_block(jobs[5].input, fin_offset, &mut buf5, stride);
+    let (block6, len6, finalize6) = final_block(jobs[6].input, fin_offset, &mut buf6, stride);
+    let (block7, len7, finalize7) = final_block(jobs[7].input, fin_offset, &mut buf7, stride);
+    let fin_blocks: [*const [u8; BLOCKBYTES]; DEGREE] = [
+        block0, block1, block2, block3, block4, block5, block6, block7,
+    ];
+    let fin_counts_delta = set8(
+        len0 as Word,
+        len1 as Word,
+        len2 as Word,
+        len3 as Word,
+        len4 as Word,
+        len5 as Word,
+        len6 as Word,
+        len7 as Word,
+    );
+    let fin_last_block;
+    let fin_last_node;
+    if finalize.yes() {
+        fin_last_block = flags_vec([
+            finalize0, finalize1, finalize2, finalize3, finalize4, finalize5, finalize6, finalize7,
+        ]);
+        fin_last_node = flags_vec([
+            finalize0 && jobs[0].last_node.yes(),
+            finalize1 && jobs[1].last_node.yes(),
+            finalize2 && jobs[2].last_node.yes(),
+            finalize3 && jobs[3].last_node.yes(),
+            finalize4 && jobs[4].last_node.yes(),
+            finalize5 && jobs[5].last_node.yes(),
+            finalize6 && jobs[6].last_node.yes(),
+            finalize7 && jobs[7].last_node.yes(),
+        ]);
+    } else {
+        fin_last_block = set1(0);
+        fin_last_node = set1(0);
+    }
+
+    // The main loop.
+    let mut offset = 0;
+    loop {
+        let blocks;
+        let counts_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            blocks = fin_blocks;
+            counts_delta = fin_counts_delta;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            blocks = [
+                msg_ptrs[0].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[1].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[2].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[3].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[4].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[5].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[6].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[7].add(offset) as *const [u8; BLOCKBYTES],
+            ];
+            counts_delta = set1(BLOCKBYTES as Word);
+            last_block = set1(0);
+            last_node = set1(0);
+        };
+
+        let m_vecs = transpose_msg_vecs(blocks);
+        add_to_counts(&mut counts_lo, &mut counts_hi, counts_delta);
+        compress8_transposed!(
+            &mut h_vecs,
+            &m_vecs,
+            counts_lo,
+            counts_hi,
+            last_block,
+            last_node,
+        );
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    // Write out the results.
+    untranspose_state_vecs(&h_vecs, &mut *jobs);
+    store_counts(&mut *jobs, counts_lo, counts_hi);
+    let max_consumed = offset.saturating_add(stride.padded_blockbytes());
+    for job in jobs.iter_mut() {
+        let consumed = cmp::min(max_consumed, job.input.len());
+        job.input = &job.input[consumed..];
+    }
+}
diff --git a/blake2/src/blake2s/guts.rs b/blake2/src/blake2s/guts.rs
new file mode 100644
index 000000000..cb994ccfb
--- /dev/null
+++ b/blake2/src/blake2s/guts.rs
@@ -0,0 +1,562 @@
+use super::*;
+use arrayref::array_ref;
+use core::cmp;
+
+#[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+pub const MAX_DEGREE: usize = 8;
+
+#[cfg(not(any(target_arch = "x86", target_arch = "x86_64")))]
+pub const MAX_DEGREE: usize = 1;
+
+// Variants other than Portable are unreachable in no_std, unless CPU features
+// are explicitly enabled for the build with e.g. RUSTFLAGS="-C target-feature=avx2".
+// This might change in the future if is_x86_feature_detected moves into libcore.
+#[allow(dead_code)]
+#[derive(Clone, Copy, Debug, Eq, PartialEq)]
+enum Platform {
+    Portable,
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    SSE41,
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    AVX2,
+}
+
+#[derive(Clone, Copy, Debug)]
+pub struct Implementation(Platform);
+
+impl Implementation {
+    pub fn detect() -> Self {
+        // Try the different implementations in order of how fast/modern they
+        // are. Currently on non-x86, everything just uses portable.
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        {
+            if let Some(avx2_impl) = Self::avx2_if_supported() {
+                return avx2_impl;
+            }
+        }
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        {
+            if let Some(sse41_impl) = Self::sse41_if_supported() {
+                return sse41_impl;
+            }
+        }
+        Self::portable()
+    }
+
+    pub fn portable() -> Self {
+        Implementation(Platform::Portable)
+    }
+
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    #[allow(unreachable_code)]
+    pub fn sse41_if_supported() -> Option<Self> {
+        // Check whether SSE4.1 support is assumed by the build.
+        #[cfg(target_feature = "sse4.1")]
+        {
+            return Some(Implementation(Platform::SSE41));
+        }
+        // Otherwise dynamically check for support if we can.
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("sse4.1") {
+                return Some(Implementation(Platform::SSE41));
+            }
+        }
+        None
+    }
+
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    #[allow(unreachable_code)]
+    pub fn avx2_if_supported() -> Option<Self> {
+        // Check whether AVX2 support is assumed by the build.
+        #[cfg(target_feature = "avx2")]
+        {
+            return Some(Implementation(Platform::AVX2));
+        }
+        // Otherwise dynamically check for support if we can.
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("avx2") {
+                return Some(Implementation(Platform::AVX2));
+            }
+        }
+        None
+    }
+
+    pub fn degree(&self) -> usize {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 => avx2::DEGREE,
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::SSE41 => sse41::DEGREE,
+            Platform::Portable => 1,
+        }
+    }
+
+    pub fn compress1_loop(
+        &self,
+        input: &[u8],
+        words: &mut [Word; 8],
+        count: Count,
+        last_node: LastNode,
+        finalize: Finalize,
+        stride: Stride,
+    ) {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 | Platform::SSE41 => unsafe {
+                sse41::compress1_loop(input, words, count, last_node, finalize, stride);
+            },
+            Platform::Portable => {
+                portable::compress1_loop(input, words, count, last_node, finalize, stride);
+            }
+        }
+    }
+
+    pub fn compress4_loop(&self, jobs: &mut [Job<'_, '_>; 4], finalize: Finalize, stride: Stride) {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 | Platform::SSE41 => unsafe {
+                sse41::compress4_loop(jobs, finalize, stride)
+            },
+            _ => panic!("unsupported"),
+        }
+    }
+
+    pub fn compress8_loop(&self, jobs: &mut [Job<'_, '_>; 8], finalize: Finalize, stride: Stride) {
+        match self.0 {
+            #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+            Platform::AVX2 => unsafe { avx2::compress8_loop(jobs, finalize, stride) },
+            _ => panic!("unsupported"),
+        }
+    }
+}
+
+pub struct Job<'a, 'b> {
+    pub input: &'a [u8],
+    pub words: &'b mut [Word; 8],
+    pub count: Count,
+    pub last_node: LastNode,
+}
+
+impl<'a, 'b> core::fmt::Debug for Job<'a, 'b> {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        // NB: Don't print the words. Leaking them would allow length extension.
+        write!(
+            f,
+            "Job {{ input_len: {}, count: {}, last_node: {} }}",
+            self.input.len(),
+            self.count,
+            self.last_node.yes(),
+        )
+    }
+}
+
+// Finalize could just be a bool, but this is easier to read at callsites.
+#[derive(Clone, Copy, Debug)]
+pub enum Finalize {
+    Yes,
+    No,
+}
+
+impl Finalize {
+    pub fn yes(&self) -> bool {
+        match self {
+            Finalize::Yes => true,
+            Finalize::No => false,
+        }
+    }
+}
+
+// Like Finalize, this is easier to read at callsites.
+#[derive(Clone, Copy, Debug)]
+pub enum LastNode {
+    Yes,
+    No,
+}
+
+impl LastNode {
+    pub fn yes(&self) -> bool {
+        match self {
+            LastNode::Yes => true,
+            LastNode::No => false,
+        }
+    }
+}
+
+#[derive(Clone, Copy, Debug)]
+pub enum Stride {
+    Serial,   // BLAKE2b/BLAKE2s
+    Parallel, // BLAKE2bp/BLAKE2sp
+}
+
+impl Stride {
+    pub fn padded_blockbytes(&self) -> usize {
+        match self {
+            Stride::Serial => BLOCKBYTES,
+            Stride::Parallel => crate::blake2sp::DEGREE * BLOCKBYTES,
+        }
+    }
+}
+
+pub(crate) fn count_low(count: Count) -> Word {
+    count as Word
+}
+
+pub(crate) fn count_high(count: Count) -> Word {
+    (count >> (8 * size_of::<Word>())) as Word
+}
+
+pub(crate) fn assemble_count(low: Word, high: Word) -> Count {
+    low as Count + ((high as Count) << (8 * size_of::<Word>()))
+}
+
+pub(crate) fn flag_word(flag: bool) -> Word {
+    if flag {
+        !0
+    } else {
+        0
+    }
+}
+
+// Pull a array reference at the given offset straight from the input, if
+// there's a full block of input available. If there's only a partial block,
+// copy it into the provided buffer, and return an array reference that. Along
+// with the array, return the number of bytes of real input, and whether the
+// input can be finalized (i.e. whether there aren't any more bytes after this
+// block). Note that this is written so that the optimizer can elide bounds
+// checks, see: https://godbolt.org/z/0hH2bC
+pub fn final_block<'a>(
+    input: &'a [u8],
+    offset: usize,
+    buffer: &'a mut [u8; BLOCKBYTES],
+    stride: Stride,
+) -> (&'a [u8; BLOCKBYTES], usize, bool) {
+    let capped_offset = cmp::min(offset, input.len());
+    let offset_slice = &input[capped_offset..];
+    if offset_slice.len() >= BLOCKBYTES {
+        let block = array_ref!(offset_slice, 0, BLOCKBYTES);
+        let should_finalize = offset_slice.len() <= stride.padded_blockbytes();
+        (block, BLOCKBYTES, should_finalize)
+    } else {
+        // Copy the final block to the front of the block buffer. The rest of
+        // the buffer is assumed to be initialized to zero.
+        buffer[..offset_slice.len()].copy_from_slice(offset_slice);
+        (buffer, offset_slice.len(), true)
+    }
+}
+
+pub fn input_debug_asserts(input: &[u8], finalize: Finalize) {
+    // If we're not finalizing, the input must not be empty, and it must be an
+    // even multiple of the block size.
+    if !finalize.yes() {
+        debug_assert!(!input.is_empty());
+        debug_assert_eq!(0, input.len() % BLOCKBYTES);
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use arrayvec::ArrayVec;
+    use core::mem::size_of;
+
+    #[test]
+    fn test_detection() {
+        assert_eq!(Platform::Portable, Implementation::portable().0);
+
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("avx2") {
+                assert_eq!(Platform::AVX2, Implementation::detect().0);
+                assert_eq!(
+                    Platform::AVX2,
+                    Implementation::avx2_if_supported().unwrap().0
+                );
+                assert_eq!(
+                    Platform::SSE41,
+                    Implementation::sse41_if_supported().unwrap().0
+                );
+            } else if is_x86_feature_detected!("sse4.1") {
+                assert_eq!(Platform::SSE41, Implementation::detect().0);
+                assert!(Implementation::avx2_if_supported().is_none());
+                assert_eq!(
+                    Platform::SSE41,
+                    Implementation::sse41_if_supported().unwrap().0
+                );
+            } else {
+                assert_eq!(Platform::Portable, Implementation::detect().0);
+                assert!(Implementation::avx2_if_supported().is_none());
+                assert!(Implementation::sse41_if_supported().is_none());
+            }
+        }
+    }
+
+    fn exercise_cases<F>(mut f: F)
+    where
+        F: FnMut(Stride, usize, LastNode, Finalize, Count),
+    {
+        // Chose counts to hit the relevant overflow cases.
+        let counts = &[
+            (0 as Count),
+            ((1 as Count) << (8 * size_of::<Word>())) - BLOCKBYTES as Count,
+            (0 as Count).wrapping_sub(BLOCKBYTES as Count),
+        ];
+        for &stride in &[Stride::Serial, Stride::Parallel] {
+            let lengths = [
+                0,
+                1,
+                BLOCKBYTES - 1,
+                BLOCKBYTES,
+                BLOCKBYTES + 1,
+                2 * BLOCKBYTES - 1,
+                2 * BLOCKBYTES,
+                2 * BLOCKBYTES + 1,
+                stride.padded_blockbytes() - 1,
+                stride.padded_blockbytes(),
+                stride.padded_blockbytes() + 1,
+                2 * stride.padded_blockbytes() - 1,
+                2 * stride.padded_blockbytes(),
+                2 * stride.padded_blockbytes() + 1,
+            ];
+            for &length in &lengths {
+                for &last_node in &[LastNode::No, LastNode::Yes] {
+                    for &finalize in &[Finalize::No, Finalize::Yes] {
+                        if !finalize.yes() && (length == 0 || length % BLOCKBYTES != 0) {
+                            // Skip these cases, they're invalid.
+                            continue;
+                        }
+                        for &count in counts {
+                            // eprintln!("\ncase -----");
+                            // dbg!(stride);
+                            // dbg!(length);
+                            // dbg!(last_node);
+                            // dbg!(finalize);
+                            // dbg!(count);
+
+                            f(stride, length, last_node, finalize, count);
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    fn initial_test_words(input_index: usize) -> [Word; 8] {
+        crate::blake2s::Params::new()
+            .node_offset(input_index as u64)
+            .to_words()
+    }
+
+    // Use the portable implementation, one block at a time, to compute the
+    // final state words expected for a given test case.
+    fn reference_compression(
+        input: &[u8],
+        stride: Stride,
+        last_node: LastNode,
+        finalize: Finalize,
+        mut count: Count,
+        input_index: usize,
+    ) -> [Word; 8] {
+        let mut words = initial_test_words(input_index);
+        let mut offset = 0;
+        while offset == 0 || offset < input.len() {
+            let block_size = cmp::min(BLOCKBYTES, input.len() - offset);
+            let maybe_finalize = if offset + stride.padded_blockbytes() < input.len() {
+                Finalize::No
+            } else {
+                finalize
+            };
+            portable::compress1_loop(
+                &input[offset..][..block_size],
+                &mut words,
+                count,
+                last_node,
+                maybe_finalize,
+                Stride::Serial,
+            );
+            offset += stride.padded_blockbytes();
+            count = count.wrapping_add(BLOCKBYTES as Count);
+        }
+        words
+    }
+
+    // For various loop lengths and finalization parameters, make sure that the
+    // implementation gives the same answer as the portable implementation does
+    // when invoked one block at a time. (So even the portable implementation
+    // itself is being tested here, to make sure its loop is correct.) Note
+    // that this doesn't include any fixed test vectors; those are taken from
+    // the blake2-kat.json file (copied from upstream) and tested elsewhere.
+    fn exercise_compress1_loop(implementation: Implementation) {
+        let mut input = [0; 100 * BLOCKBYTES];
+        paint_test_input(&mut input);
+
+        exercise_cases(|stride, length, last_node, finalize, count| {
+            let reference_words =
+                reference_compression(&input[..length], stride, last_node, finalize, count, 0);
+
+            let mut test_words = initial_test_words(0);
+            implementation.compress1_loop(
+                &input[..length],
+                &mut test_words,
+                count,
+                last_node,
+                finalize,
+                stride,
+            );
+            assert_eq!(reference_words, test_words);
+        });
+    }
+
+    #[test]
+    fn test_compress1_loop_portable() {
+        exercise_compress1_loop(Implementation::portable());
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress1_loop_sse41() {
+        if let Some(imp) = Implementation::sse41_if_supported() {
+            exercise_compress1_loop(imp);
+        }
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress1_loop_avx2() {
+        // Currently this just falls back to SSE4.1, but we test it anyway.
+        if let Some(imp) = Implementation::avx2_if_supported() {
+            exercise_compress1_loop(imp);
+        }
+    }
+
+    // I use ArrayVec everywhere in here becuase currently these tests pass
+    // under no_std. I might decide that's not worth maintaining at some point,
+    // since really all we care about with no_std is that the library builds,
+    // but for now it's here. Everything is keyed off of this N constant so
+    // that it's easy to copy the code to exercise_compress4_loop.
+    fn exercise_compress4_loop(implementation: Implementation) {
+        const N: usize = 4;
+
+        let mut input_buffer = [0; 100 * BLOCKBYTES];
+        paint_test_input(&mut input_buffer);
+        let mut inputs = ArrayVec::<[_; N]>::new();
+        for i in 0..N {
+            inputs.push(&input_buffer[i..]);
+        }
+
+        exercise_cases(|stride, length, last_node, finalize, count| {
+            let mut reference_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                let words = reference_compression(
+                    &inputs[i][..length],
+                    stride,
+                    last_node,
+                    finalize,
+                    count.wrapping_add((i * BLOCKBYTES) as Count),
+                    i,
+                );
+                reference_words.push(words);
+            }
+
+            let mut test_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                test_words.push(initial_test_words(i));
+            }
+            let mut jobs = ArrayVec::<[_; N]>::new();
+            for (i, words) in test_words.iter_mut().enumerate() {
+                jobs.push(Job {
+                    input: &inputs[i][..length],
+                    words,
+                    count: count.wrapping_add((i * BLOCKBYTES) as Count),
+                    last_node,
+                });
+            }
+            let mut jobs = jobs.into_inner().expect("full");
+            implementation.compress4_loop(&mut jobs, finalize, stride);
+
+            for i in 0..N {
+                assert_eq!(reference_words[i], test_words[i], "words {} unequal", i);
+            }
+        });
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress4_loop_sse41() {
+        if let Some(imp) = Implementation::sse41_if_supported() {
+            exercise_compress4_loop(imp);
+        }
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress4_loop_avx2() {
+        // Currently this just falls back to SSE4.1, but we test it anyway.
+        if let Some(imp) = Implementation::avx2_if_supported() {
+            exercise_compress4_loop(imp);
+        }
+    }
+
+    // Copied from exercise_compress2_loop, with a different value of N and an
+    // interior call to compress4_loop.
+    fn exercise_compress8_loop(implementation: Implementation) {
+        const N: usize = 8;
+
+        let mut input_buffer = [0; 100 * BLOCKBYTES];
+        paint_test_input(&mut input_buffer);
+        let mut inputs = ArrayVec::<[_; N]>::new();
+        for i in 0..N {
+            inputs.push(&input_buffer[i..]);
+        }
+
+        exercise_cases(|stride, length, last_node, finalize, count| {
+            let mut reference_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                let words = reference_compression(
+                    &inputs[i][..length],
+                    stride,
+                    last_node,
+                    finalize,
+                    count.wrapping_add((i * BLOCKBYTES) as Count),
+                    i,
+                );
+                reference_words.push(words);
+            }
+
+            let mut test_words = ArrayVec::<[_; N]>::new();
+            for i in 0..N {
+                test_words.push(initial_test_words(i));
+            }
+            let mut jobs = ArrayVec::<[_; N]>::new();
+            for (i, words) in test_words.iter_mut().enumerate() {
+                jobs.push(Job {
+                    input: &inputs[i][..length],
+                    words,
+                    count: count.wrapping_add((i * BLOCKBYTES) as Count),
+                    last_node,
+                });
+            }
+            let mut jobs = jobs.into_inner().expect("full");
+            implementation.compress8_loop(&mut jobs, finalize, stride);
+
+            for i in 0..N {
+                assert_eq!(reference_words[i], test_words[i], "words {} unequal", i);
+            }
+        });
+    }
+
+    #[test]
+    #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+    fn test_compress8_loop_avx2() {
+        if let Some(imp) = Implementation::avx2_if_supported() {
+            exercise_compress8_loop(imp);
+        }
+    }
+
+    #[test]
+    fn sanity_check_count_size() {
+        assert_eq!(size_of::<Count>(), 2 * size_of::<Word>());
+    }
+}
diff --git a/blake2/src/blake2s/many.rs b/blake2/src/blake2s/many.rs
new file mode 100644
index 000000000..ed00460b0
--- /dev/null
+++ b/blake2/src/blake2s/many.rs
@@ -0,0 +1,523 @@
+//! Interfaces for hashing multiple inputs at once, using SIMD more
+//! efficiently.
+//!
+//! The throughput of these interfaces is comparable to BLAKE2sp, much larger
+//! than that of regular BLAKE2s when AVX2 is available.
+//!
+//! These interfaces can accept any number of inputs, and the implementation
+//! does its best to parallelize them. In general, the more inputs you can pass
+//! in at once the better. If you need to batch your inputs in smaller groups,
+//! see the [`degree`](fn.degree.html) function for a good batch size.
+//!
+//! The implementation keeps working in parallel even when inputs are of
+//! different lengths, by managing a working set of jobs whose input isn't yet
+//! exhausted. However, if one or two inputs are much longer than the others,
+//! and they're encountered only at the end, there might not be any remaining
+//! work to parallelize them with. In this case, sorting the inputs
+//! longest-first can improve parallelism.
+//!
+//! # Example
+//!
+//! ```
+//! use blake2::blake2s::{blake2s, State, many::update_many};
+//!
+//! let mut states = [
+//!     State::new(),
+//!     State::new(),
+//!     State::new(),
+//!     State::new(),
+//! ];
+//!
+//! let inputs = [
+//!     &b"foo"[..],
+//!     &b"bar"[..],
+//!     &b"baz"[..],
+//!     &b"bing"[..],
+//! ];
+//!
+//! update_many(states.iter_mut().zip(inputs.iter()));
+//!
+//! for (state, input) in states.iter_mut().zip(inputs.iter()) {
+//!     assert_eq!(blake2s(input), state.finalize());
+//! }
+//! ```
+
+use super::{
+    guts::{self, Finalize, Implementation, Job, LastNode, Stride},
+    state_words_to_bytes, Count, Hash, Params, State, Word, BLOCKBYTES,
+};
+use arrayref::array_mut_ref;
+use arrayvec::ArrayVec;
+use core::fmt;
+
+/// The largest possible value of [`degree`](fn.degree.html) on the target
+/// platform.
+///
+/// Note that this constant reflects the parallelism degree supported by this
+/// crate, so it will change over time as support is added or removed. For
+/// example, when Rust stabilizes AVX-512 support and this crate adds an
+/// AVX-512 implementation, this constant will double on x86 targets. If that
+/// implementation is an optional feature (e.g. because it's nightly-only), the
+/// value of this constant will depend on that optional feature also.
+pub const MAX_DEGREE: usize = guts::MAX_DEGREE;
+
+/// The parallelism degree of the implementation, detected at runtime. If you
+/// hash your inputs in small batches, making the batch size a multiple of
+/// `degree` will generally give good performance.
+///
+/// For example, an x86 processor that supports AVX2 can compute eight BLAKE2s
+/// hashes in parallel, so `degree` returns 8 on that machine. If you call
+/// [`hash_many`] with only seven inputs, that's not enough to use the AVX2
+/// implementation, and your average throughput will be lower. Likewise if you
+/// call it with nine inputs of equal length, the first eight will be hashed in
+/// parallel with AVX2, but the last one will have to be hashed by itself, and
+/// again your average throughput will be lower.
+///
+/// As noted in the module level docs, performance is more complicated if your
+/// inputs are of different lengths. When parallelizing long and short inputs
+/// together, the longer ones will have bytes left over, and the implementation
+/// will try to parallelize those leftover bytes with subsequent inputs. The
+/// more inputs available in that case, the more the implementation will be
+/// able to parallelize.
+///
+/// If you need a constant batch size, for example to collect inputs in an
+/// array, see [`MAX_DEGREE`].
+///
+/// [`hash_many`]: fn.hash_many.html
+/// [`MAX_DEGREE`]: constant.MAX_DEGREE.html
+pub fn degree() -> usize {
+    guts::Implementation::detect().degree()
+}
+
+type JobsVec<'a, 'b> = ArrayVec<[Job<'a, 'b>; guts::MAX_DEGREE]>;
+
+#[inline(always)]
+fn fill_jobs_vec<'a, 'b>(
+    jobs_iter: &mut impl Iterator<Item = Job<'a, 'b>>,
+    vec: &mut JobsVec<'a, 'b>,
+    target_len: usize,
+) {
+    while vec.len() < target_len {
+        if let Some(job) = jobs_iter.next() {
+            vec.push(job);
+        } else {
+            break;
+        }
+    }
+}
+
+#[inline(always)]
+fn evict_finished(vec: &mut JobsVec<'_, '_>, num_jobs: usize) {
+    // Iterate backwards so that removal doesn't cause an out-of-bounds panic.
+    for i in (0..num_jobs).rev() {
+        // Note that is_empty() is only valid because we know all these jobs
+        // have been run at least once. Otherwise we could confuse the empty
+        // input for a finished job, which would be incorrect.
+        //
+        // Avoid a panic branch here in release mode.
+        debug_assert!(vec.len() > i);
+        if vec.len() > i && vec[i].input.is_empty() {
+            // Note that calling pop_at() repeatedly has some overhead, because
+            // later elements need to be shifted up. However, the JobsVec is
+            // small, and this approach guarantees that jobs are encountered in
+            // order.
+            vec.pop_at(i);
+        }
+    }
+}
+
+pub(crate) fn compress_many<'a, 'b, I>(
+    jobs: I,
+    imp: Implementation,
+    finalize: Finalize,
+    stride: Stride,
+) where
+    I: IntoIterator<Item = Job<'a, 'b>>,
+{
+    // Fuse is important for correctness, since each of these blocks tries to
+    // advance the iterator, even if a previous block emptied it.
+    let mut jobs_iter = jobs.into_iter().fuse();
+    let mut jobs_vec = JobsVec::new();
+
+    if imp.degree() >= 8 {
+        loop {
+            fill_jobs_vec(&mut jobs_iter, &mut jobs_vec, 8);
+            if jobs_vec.len() < 8 {
+                break;
+            }
+            let jobs_array = array_mut_ref!(jobs_vec, 0, 8);
+            imp.compress8_loop(jobs_array, finalize, stride);
+            evict_finished(&mut jobs_vec, 8);
+        }
+    }
+
+    if imp.degree() >= 4 {
+        loop {
+            fill_jobs_vec(&mut jobs_iter, &mut jobs_vec, 4);
+            if jobs_vec.len() < 4 {
+                break;
+            }
+            let jobs_array = array_mut_ref!(jobs_vec, 0, 4);
+            imp.compress4_loop(jobs_array, finalize, stride);
+            evict_finished(&mut jobs_vec, 4);
+        }
+    }
+
+    for job in jobs_vec.into_iter().chain(jobs_iter) {
+        let Job {
+            input,
+            words,
+            count,
+            last_node,
+        } = job;
+        imp.compress1_loop(input, words, count, last_node, finalize, stride);
+    }
+}
+
+/// Update any number of `State` objects at once.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2s::{blake2s, State, many::update_many};
+///
+/// let mut states = [
+///     State::new(),
+///     State::new(),
+///     State::new(),
+///     State::new(),
+/// ];
+///
+/// let inputs = [
+///     &b"foo"[..],
+///     &b"bar"[..],
+///     &b"baz"[..],
+///     &b"bing"[..],
+/// ];
+///
+/// update_many(states.iter_mut().zip(inputs.iter()));
+///
+/// for (state, input) in states.iter_mut().zip(inputs.iter()) {
+///     assert_eq!(blake2s(input), state.finalize());
+/// }
+/// ```
+pub fn update_many<'a, 'b, I, T>(pairs: I)
+where
+    I: IntoIterator<Item = (&'a mut State, &'b T)>,
+    T: 'b + AsRef<[u8]> + ?Sized,
+{
+    // Get the guts::Implementation from the first state, if any.
+    let mut peekable_pairs = pairs.into_iter().peekable();
+    let implementation = if let Some((state, _)) = peekable_pairs.peek() {
+        state.implementation
+    } else {
+        // No work items, just short circuit.
+        return;
+    };
+
+    // Adapt the pairs iterator into a Jobs iterator, but skip over the Jobs
+    // where there's not actually any work to do (e.g. because there's not much
+    // input and it's all just going in the State buffer).
+    let jobs = peekable_pairs.flat_map(|(state, input_t)| {
+        let mut input = input_t.as_ref();
+        // For each pair, if the State has some input in its buffer, try to
+        // finish that buffer. If there wasn't enough input to do that --
+        // or if the input was empty to begin with -- skip this pair.
+        state.compress_buffer_if_possible(&mut input);
+        if input.is_empty() {
+            return None;
+        }
+        // Now we know the buffer is empty and there's more input. Make sure we
+        // buffer the final block, because update() doesn't finalize.
+        let mut last_block_start = input.len() - 1;
+        last_block_start -= last_block_start % BLOCKBYTES;
+        let (blocks, last_block) = input.split_at(last_block_start);
+        state.buf[..last_block.len()].copy_from_slice(last_block);
+        state.buflen = last_block.len() as u8;
+        // Finally, if the full blocks slice is non-empty, prepare that job for
+        // compression, and bump the State count.
+        if blocks.is_empty() {
+            None
+        } else {
+            let count = state.count;
+            state.count = state.count.wrapping_add(blocks.len() as Count);
+            Some(Job {
+                input: blocks,
+                words: &mut state.words,
+                count,
+                last_node: state.last_node,
+            })
+        }
+    });
+
+    // Run all the Jobs in the iterator.
+    compress_many(jobs, implementation, Finalize::No, Stride::Serial);
+}
+
+/// A job for the [`hash_many`] function. After calling [`hash_many`] on a
+/// collection of `HashManyJob` objects, you can call [`to_hash`] on each job
+/// to get the result.
+///
+/// [`hash_many`]: fn.hash_many.html
+/// [`to_hash`]: struct.HashManyJob.html#method.to_hash
+#[derive(Clone)]
+pub struct HashManyJob<'a> {
+    words: [Word; 8],
+    count: Count,
+    last_node: LastNode,
+    hash_length: u8,
+    input: &'a [u8],
+    finished: bool,
+    implementation: guts::Implementation,
+}
+
+impl<'a> HashManyJob<'a> {
+    /// Construct a new `HashManyJob` from a set of hashing parameters and an
+    /// input.
+    #[inline]
+    pub fn new(params: &Params, input: &'a [u8]) -> Self {
+        let mut words = params.to_words();
+        let mut count = 0;
+        let mut finished = false;
+        // If we have key bytes, compress them into the state words. If there's
+        // no additional input, this compression needs to finalize and set
+        // finished=true.
+        if params.key_length > 0 {
+            let mut finalization = Finalize::No;
+            if input.is_empty() {
+                finalization = Finalize::Yes;
+                finished = true;
+            }
+            params.implementation.compress1_loop(
+                &params.key_block,
+                &mut words,
+                0,
+                params.last_node,
+                finalization,
+                Stride::Serial,
+            );
+            count = BLOCKBYTES as Count;
+        }
+        Self {
+            words,
+            count,
+            last_node: params.last_node,
+            hash_length: params.hash_length,
+            input,
+            finished,
+            implementation: params.implementation,
+        }
+    }
+
+    /// Get the hash from a finished job. If you call this before calling
+    /// [`hash_many`], it will panic in debug mode.
+    ///
+    /// [`hash_many`]: fn.hash_many.html
+    #[inline]
+    pub fn to_hash(&self) -> Hash {
+        debug_assert!(self.finished, "job hasn't been run yet");
+        Hash {
+            bytes: state_words_to_bytes(&self.words),
+            len: self.hash_length,
+        }
+    }
+}
+
+impl<'a> fmt::Debug for HashManyJob<'a> {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        // NB: Don't print the words. Leaking them would allow length extension.
+        write!(
+            f,
+            "HashManyJob {{ count: {}, hash_length: {}, last_node: {}, input_len: {} }}",
+            self.count,
+            self.hash_length,
+            self.last_node.yes(),
+            self.input.len(),
+        )
+    }
+}
+
+/// Hash any number of complete inputs all at once.
+///
+/// This is slightly more efficient than using `update_many` with `State`
+/// objects, because it doesn't need to do any buffering.
+///
+/// Running `hash_many` on the same `HashManyJob` object more than once has no
+/// effect.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2s::{blake2s, Params, many::{HashManyJob, hash_many}};
+///
+/// let inputs = [
+///     &b"foo"[..],
+///     &b"bar"[..],
+///     &b"baz"[..],
+///     &b"bing"[..],
+/// ];
+///
+/// let mut params = Params::new();
+/// params.hash_length(16);
+///
+/// let mut jobs = [
+///     HashManyJob::new(&params, inputs[0]),
+///     HashManyJob::new(&params, inputs[1]),
+///     HashManyJob::new(&params, inputs[2]),
+///     HashManyJob::new(&params, inputs[3]),
+/// ];
+///
+/// hash_many(jobs.iter_mut());
+///
+/// for (input, job) in inputs.iter().zip(jobs.iter()) {
+///     let expected = params.hash(input);
+///     assert_eq!(expected, job.to_hash());
+/// }
+/// ```
+pub fn hash_many<'a, 'b, I>(hash_many_jobs: I)
+where
+    'b: 'a,
+    I: IntoIterator<Item = &'a mut HashManyJob<'b>>,
+{
+    // Get the guts::Implementation from the first job, if any.
+    let mut peekable_jobs = hash_many_jobs.into_iter().peekable();
+    let implementation = if let Some(job) = peekable_jobs.peek() {
+        job.implementation
+    } else {
+        // No work items, just short circuit.
+        return;
+    };
+
+    // In the jobs iterator, skip HashManyJobs that have already been run. This
+    // is less because we actually expect callers to call hash_many twice
+    // (though they're allowed to if they want), and more because
+    // HashManyJob::new might need to finalize if there are key bytes but no
+    // input. Tying the job lifetime to the Params reference is an alternative,
+    // but I've found it too constraining in practice. We could also put key
+    // bytes in every HashManyJob, but that would add unnecessary storage and
+    // zeroing for all callers.
+    let unfinished_jobs = peekable_jobs.into_iter().filter(|j| !j.finished);
+    let jobs = unfinished_jobs.map(|j| {
+        j.finished = true;
+        Job {
+            input: j.input,
+            words: &mut j.words,
+            count: j.count,
+            last_node: j.last_node,
+        }
+    });
+    compress_many(jobs, implementation, Finalize::Yes, Stride::Serial);
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use crate::blake2s::{guts, paint_test_input, BLOCKBYTES};
+    use arrayvec::ArrayVec;
+
+    #[test]
+    fn test_degree() {
+        assert!(degree() <= MAX_DEGREE);
+
+        #[cfg(any(target_arch = "x86", target_arch = "x86_64"))]
+        #[cfg(feature = "std")]
+        {
+            if is_x86_feature_detected!("avx2") {
+                assert!(degree() >= 8);
+            }
+            if is_x86_feature_detected!("sse4.1") {
+                assert!(degree() >= 4);
+            }
+        }
+    }
+
+    #[test]
+    fn test_hash_many() {
+        // Use a length of inputs that will exercise all of the power-of-two loops.
+        const LEN: usize = 2 * guts::MAX_DEGREE - 1;
+
+        // Rerun LEN inputs LEN different times, with the empty input starting in a
+        // different spot each time.
+        let mut input = [0; LEN * BLOCKBYTES];
+        paint_test_input(&mut input);
+        for start_offset in 0..LEN {
+            let mut inputs: [&[u8]; LEN] = [&[]; LEN];
+            for i in 0..LEN {
+                let chunks = (i + start_offset) % LEN;
+                inputs[i] = &input[..chunks * BLOCKBYTES];
+            }
+
+            let mut params: ArrayVec<[Params; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                let mut p = Params::new();
+                p.node_offset(i as u64);
+                if i % 2 == 1 {
+                    p.last_node(true);
+                    p.key(b"foo");
+                }
+                params.push(p);
+            }
+
+            let mut jobs: ArrayVec<[HashManyJob<'_>; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                jobs.push(HashManyJob::new(&params[i], inputs[i]));
+            }
+
+            hash_many(&mut jobs);
+
+            // Check the outputs.
+            for i in 0..LEN {
+                let expected = params[i].hash(inputs[i]);
+                assert_eq!(expected, jobs[i].to_hash());
+            }
+        }
+    }
+
+    #[test]
+    fn test_update_many() {
+        // Use a length of inputs that will exercise all of the power-of-two loops.
+        const LEN: usize = 2 * guts::MAX_DEGREE - 1;
+
+        // Rerun LEN inputs LEN different times, with the empty input starting in a
+        // different spot each time.
+        let mut input = [0; LEN * BLOCKBYTES];
+        paint_test_input(&mut input);
+        for start_offset in 0..LEN {
+            let mut inputs: [&[u8]; LEN] = [&[]; LEN];
+            for i in 0..LEN {
+                let chunks = (i + start_offset) % LEN;
+                inputs[i] = &input[..chunks * BLOCKBYTES];
+            }
+
+            let mut params: ArrayVec<[Params; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                let mut p = Params::new();
+                p.node_offset(i as u64);
+                if i % 2 == 1 {
+                    p.last_node(true);
+                    p.key(b"foo");
+                }
+                params.push(p);
+            }
+
+            let mut states: ArrayVec<[State; LEN]> = ArrayVec::new();
+            for i in 0..LEN {
+                states.push(params[i].to_state());
+            }
+
+            // Run each input twice through, to exercise buffering.
+            update_many(states.iter_mut().zip(inputs.iter()));
+            update_many(states.iter_mut().zip(inputs.iter()));
+
+            // Check the outputs.
+            for i in 0..LEN {
+                let mut reference_state = params[i].to_state();
+                // Again, run the input twice.
+                reference_state.update(inputs[i]);
+                reference_state.update(inputs[i]);
+                assert_eq!(reference_state.finalize(), states[i].finalize());
+                assert_eq!(2 * inputs[i].len() as Count, states[i].count());
+            }
+        }
+    }
+}
diff --git a/blake2/src/blake2s/portable.rs b/blake2/src/blake2s/portable.rs
new file mode 100644
index 000000000..a7bf01f3b
--- /dev/null
+++ b/blake2/src/blake2s/portable.rs
@@ -0,0 +1,171 @@
+//! Portable implementation
+
+#![allow(clippy::many_single_char_names)]
+
+use arrayref::{array_ref, array_refs};
+
+use super::{
+    guts::{
+        count_high, count_low, final_block, flag_word, input_debug_asserts, Finalize, LastNode,
+        Stride,
+    },
+    *,
+};
+
+// G is the mixing function, called eight times per round in the compression
+// function. V is the 16-word state vector of the compression function, usually
+// described as a 4x4 matrix. A, B, C, and D are the mixing indices, set by the
+// caller first to the four columns of V, and then to its four diagonals. X and
+// Y are words of input, chosen by the caller according to the message
+// schedule, SIGMA.
+#[inline(always)]
+fn g(v: &mut [Word; 16], a: usize, b: usize, c: usize, d: usize, x: Word, y: Word) {
+    v[a] = v[a].wrapping_add(v[b]).wrapping_add(x);
+    v[d] = (v[d] ^ v[a]).rotate_right(16);
+    v[c] = v[c].wrapping_add(v[d]);
+    v[b] = (v[b] ^ v[c]).rotate_right(12);
+    v[a] = v[a].wrapping_add(v[b]).wrapping_add(y);
+    v[d] = (v[d] ^ v[a]).rotate_right(8);
+    v[c] = v[c].wrapping_add(v[d]);
+    v[b] = (v[b] ^ v[c]).rotate_right(7);
+}
+
+#[inline(always)]
+fn round(r: usize, m: &[Word; 16], v: &mut [Word; 16]) {
+    // Select the message schedule based on the round.
+    let s = SIGMA[r];
+
+    // Mix the columns.
+    g(v, 0, 4, 8, 12, m[s[0] as usize], m[s[1] as usize]);
+    g(v, 1, 5, 9, 13, m[s[2] as usize], m[s[3] as usize]);
+    g(v, 2, 6, 10, 14, m[s[4] as usize], m[s[5] as usize]);
+    g(v, 3, 7, 11, 15, m[s[6] as usize], m[s[7] as usize]);
+
+    // Mix the rows.
+    g(v, 0, 5, 10, 15, m[s[8] as usize], m[s[9] as usize]);
+    g(v, 1, 6, 11, 12, m[s[10] as usize], m[s[11] as usize]);
+    g(v, 2, 7, 8, 13, m[s[12] as usize], m[s[13] as usize]);
+    g(v, 3, 4, 9, 14, m[s[14] as usize], m[s[15] as usize]);
+}
+
+#[inline(always)]
+fn compress_block(
+    block: &[u8; BLOCKBYTES],
+    words: &mut [Word; 8],
+    count: Count,
+    last_block: Word,
+    last_node: Word,
+) {
+    // Initialize the compression state.
+    let mut v = [
+        words[0],
+        words[1],
+        words[2],
+        words[3],
+        words[4],
+        words[5],
+        words[6],
+        words[7],
+        IV[0],
+        IV[1],
+        IV[2],
+        IV[3],
+        IV[4] ^ count_low(count),
+        IV[5] ^ count_high(count),
+        IV[6] ^ last_block,
+        IV[7] ^ last_node,
+    ];
+
+    // Parse the message bytes as ints in little endian order.
+    const W: usize = size_of::<Word>();
+    let msg_refs = array_refs!(block, W, W, W, W, W, W, W, W, W, W, W, W, W, W, W, W);
+    let m = [
+        Word::from_le_bytes(*msg_refs.0),
+        Word::from_le_bytes(*msg_refs.1),
+        Word::from_le_bytes(*msg_refs.2),
+        Word::from_le_bytes(*msg_refs.3),
+        Word::from_le_bytes(*msg_refs.4),
+        Word::from_le_bytes(*msg_refs.5),
+        Word::from_le_bytes(*msg_refs.6),
+        Word::from_le_bytes(*msg_refs.7),
+        Word::from_le_bytes(*msg_refs.8),
+        Word::from_le_bytes(*msg_refs.9),
+        Word::from_le_bytes(*msg_refs.10),
+        Word::from_le_bytes(*msg_refs.11),
+        Word::from_le_bytes(*msg_refs.12),
+        Word::from_le_bytes(*msg_refs.13),
+        Word::from_le_bytes(*msg_refs.14),
+        Word::from_le_bytes(*msg_refs.15),
+    ];
+
+    round(0, &m, &mut v);
+    round(1, &m, &mut v);
+    round(2, &m, &mut v);
+    round(3, &m, &mut v);
+    round(4, &m, &mut v);
+    round(5, &m, &mut v);
+    round(6, &m, &mut v);
+    round(7, &m, &mut v);
+    round(8, &m, &mut v);
+    round(9, &m, &mut v);
+
+    words[0] ^= v[0] ^ v[8];
+    words[1] ^= v[1] ^ v[9];
+    words[2] ^= v[2] ^ v[10];
+    words[3] ^= v[3] ^ v[11];
+    words[4] ^= v[4] ^ v[12];
+    words[5] ^= v[5] ^ v[13];
+    words[6] ^= v[6] ^ v[14];
+    words[7] ^= v[7] ^ v[15];
+}
+
+pub fn compress1_loop(
+    input: &[u8],
+    words: &mut [Word; 8],
+    mut count: Count,
+    last_node: LastNode,
+    finalize: Finalize,
+    stride: Stride,
+) {
+    input_debug_asserts(input, finalize);
+
+    let mut local_words = *words;
+
+    let mut fin_offset = input.len().saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    let mut buf = [0; BLOCKBYTES];
+    let (fin_block, fin_len, _) = final_block(input, fin_offset, &mut buf, stride);
+    let fin_last_block = flag_word(finalize.yes());
+    let fin_last_node = flag_word(finalize.yes() && last_node.yes());
+
+    let mut offset = 0;
+    loop {
+        let block;
+        let count_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            block = fin_block;
+            count_delta = fin_len;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            block = array_ref!(input, offset, BLOCKBYTES);
+            count_delta = BLOCKBYTES;
+            last_block = flag_word(false);
+            last_node = flag_word(false);
+        };
+
+        count = count.wrapping_add(count_delta as Count);
+        compress_block(block, &mut local_words, count, last_block, last_node);
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    *words = local_words;
+}
diff --git a/blake2/src/blake2s/sse41.rs b/blake2/src/blake2s/sse41.rs
new file mode 100644
index 000000000..f5f3f1685
--- /dev/null
+++ b/blake2/src/blake2s/sse41.rs
@@ -0,0 +1,889 @@
+#[cfg(target_arch = "x86")]
+use core::arch::x86::*;
+#[cfg(target_arch = "x86_64")]
+use core::arch::x86_64::*;
+
+use super::{
+    guts::{
+        assemble_count, count_high, count_low, final_block, flag_word, input_debug_asserts,
+        Finalize, Job, LastNode, Stride,
+    },
+    Count, Word, BLOCKBYTES, IV, SIGMA,
+};
+use arrayref::{array_refs, mut_array_refs};
+use core::{cmp, mem};
+
+pub const DEGREE: usize = 4;
+
+#[inline(always)]
+unsafe fn loadu(src: *const [Word; DEGREE]) -> __m128i {
+    // This is an unaligned load, so the pointer cast is allowed.
+    _mm_loadu_si128(src as *const __m128i)
+}
+
+#[inline(always)]
+unsafe fn storeu(src: __m128i, dest: *mut [Word; DEGREE]) {
+    // This is an unaligned store, so the pointer cast is allowed.
+    _mm_storeu_si128(dest as *mut __m128i, src)
+}
+
+#[inline(always)]
+unsafe fn add(a: __m128i, b: __m128i) -> __m128i {
+    _mm_add_epi32(a, b)
+}
+
+#[inline(always)]
+unsafe fn eq(a: __m128i, b: __m128i) -> __m128i {
+    _mm_cmpeq_epi32(a, b)
+}
+
+#[inline(always)]
+unsafe fn and(a: __m128i, b: __m128i) -> __m128i {
+    _mm_and_si128(a, b)
+}
+
+#[inline(always)]
+unsafe fn negate_and(a: __m128i, b: __m128i) -> __m128i {
+    // Note that "and not" implies the reverse of the actual arg order.
+    _mm_andnot_si128(a, b)
+}
+
+#[inline(always)]
+unsafe fn xor(a: __m128i, b: __m128i) -> __m128i {
+    _mm_xor_si128(a, b)
+}
+
+#[inline(always)]
+unsafe fn set1(x: u32) -> __m128i {
+    _mm_set1_epi32(x as i32)
+}
+
+#[inline(always)]
+unsafe fn set4(a: u32, b: u32, c: u32, d: u32) -> __m128i {
+    _mm_setr_epi32(a as i32, b as i32, c as i32, d as i32)
+}
+
+// These rotations are the "simple version". For the "complicated version", see
+// https://github.com/sneves/blake2-avx2/blob/b3723921f668df09ece52dcd225a36d4a4eea1d9/blake2s-common.h#L63-L66.
+// For a discussion of the tradeoffs, see
+// https://github.com/sneves/blake2-avx2/pull/5. In short:
+// - Due to an LLVM bug (https://bugs.llvm.org/show_bug.cgi?id=44379), this
+//   version performs better on recent x86 chips.
+// - LLVM is able to optimize this version to AVX-512 rotation instructions
+//   when those are enabled.
+
+#[inline(always)]
+unsafe fn rot7(a: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi32(a, 7), _mm_slli_epi32(a, 32 - 7))
+}
+
+#[inline(always)]
+unsafe fn rot8(a: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi32(a, 8), _mm_slli_epi32(a, 32 - 8))
+}
+
+#[inline(always)]
+unsafe fn rot12(a: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi32(a, 12), _mm_slli_epi32(a, 32 - 12))
+}
+
+#[inline(always)]
+unsafe fn rot16(a: __m128i) -> __m128i {
+    _mm_or_si128(_mm_srli_epi32(a, 16), _mm_slli_epi32(a, 32 - 16))
+}
+
+#[inline(always)]
+unsafe fn g1(
+    row1: &mut __m128i,
+    row2: &mut __m128i,
+    row3: &mut __m128i,
+    row4: &mut __m128i,
+    m: __m128i,
+) {
+    *row1 = add(add(*row1, m), *row2);
+    *row4 = xor(*row4, *row1);
+    *row4 = rot16(*row4);
+    *row3 = add(*row3, *row4);
+    *row2 = xor(*row2, *row3);
+    *row2 = rot12(*row2);
+}
+
+#[inline(always)]
+unsafe fn g2(
+    row1: &mut __m128i,
+    row2: &mut __m128i,
+    row3: &mut __m128i,
+    row4: &mut __m128i,
+    m: __m128i,
+) {
+    *row1 = add(add(*row1, m), *row2);
+    *row4 = xor(*row4, *row1);
+    *row4 = rot8(*row4);
+    *row3 = add(*row3, *row4);
+    *row2 = xor(*row2, *row3);
+    *row2 = rot7(*row2);
+}
+
+// Adapted from https://github.com/rust-lang-nursery/stdsimd/pull/479.
+macro_rules! _MM_SHUFFLE {
+    ($z:expr, $y:expr, $x:expr, $w:expr) => {
+        ($z << 6) | ($y << 4) | ($x << 2) | $w
+    };
+}
+
+// Note the optimization here of leaving row2 as the unrotated row, rather than
+// row1. All the message loads below are adjusted to compensate for this. See
+// discussion at https://github.com/sneves/blake2-avx2/pull/4
+#[inline(always)]
+unsafe fn diagonalize(row1: &mut __m128i, row3: &mut __m128i, row4: &mut __m128i) {
+    *row1 = _mm_shuffle_epi32(*row1, _MM_SHUFFLE!(2, 1, 0, 3));
+    *row4 = _mm_shuffle_epi32(*row4, _MM_SHUFFLE!(1, 0, 3, 2));
+    *row3 = _mm_shuffle_epi32(*row3, _MM_SHUFFLE!(0, 3, 2, 1));
+}
+
+#[inline(always)]
+unsafe fn undiagonalize(row1: &mut __m128i, row3: &mut __m128i, row4: &mut __m128i) {
+    *row1 = _mm_shuffle_epi32(*row1, _MM_SHUFFLE!(0, 3, 2, 1));
+    *row4 = _mm_shuffle_epi32(*row4, _MM_SHUFFLE!(1, 0, 3, 2));
+    *row3 = _mm_shuffle_epi32(*row3, _MM_SHUFFLE!(2, 1, 0, 3));
+}
+
+#[inline(always)]
+pub unsafe fn compress_block(
+    block: &[u8; BLOCKBYTES],
+    words: &mut [Word; 8],
+    count: Count,
+    last_block: Word,
+    last_node: Word,
+) {
+    let (words_low, words_high) = mut_array_refs!(words, DEGREE, DEGREE);
+    let (iv_low, iv_high) = array_refs!(&IV, DEGREE, DEGREE);
+
+    let row1 = &mut loadu(words_low);
+    let row2 = &mut loadu(words_high);
+    let row3 = &mut loadu(iv_low);
+    let row4 = &mut xor(
+        loadu(iv_high),
+        set4(count_low(count), count_high(count), last_block, last_node),
+    );
+
+    let msg_ptr = block.as_ptr() as *const [Word; DEGREE];
+    let m0 = loadu(msg_ptr.add(0));
+    let m1 = loadu(msg_ptr.add(1));
+    let m2 = loadu(msg_ptr.add(2));
+    let m3 = loadu(msg_ptr.add(3));
+
+    // round 1
+    let buf = _mm_castps_si128(_mm_shuffle_ps(
+        _mm_castsi128_ps(m0),
+        _mm_castsi128_ps(m1),
+        _MM_SHUFFLE!(2, 0, 2, 0),
+    ));
+    g1(row1, row2, row3, row4, buf);
+    let buf = _mm_castps_si128(_mm_shuffle_ps(
+        _mm_castsi128_ps(m0),
+        _mm_castsi128_ps(m1),
+        _MM_SHUFFLE!(3, 1, 3, 1),
+    ));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_shuffle_epi32(m2, _MM_SHUFFLE!(3, 2, 0, 1));
+    let t1 = _mm_shuffle_epi32(m3, _MM_SHUFFLE!(0, 1, 3, 2));
+    let buf = _mm_blend_epi16(t0, t1, 0xC3);
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_blend_epi16(t0, t1, 0x3C);
+    let buf = _mm_shuffle_epi32(t0, _MM_SHUFFLE!(2, 3, 0, 1));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 2
+    let t0 = _mm_blend_epi16(m1, m2, 0x0C);
+    let t1 = _mm_slli_si128(m3, 4);
+    let t2 = _mm_blend_epi16(t0, t1, 0xF0);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 1, 0, 3));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_shuffle_epi32(m2, _MM_SHUFFLE!(0, 0, 2, 0));
+    let t1 = _mm_blend_epi16(m1, m3, 0xC0);
+    let t2 = _mm_blend_epi16(t0, t1, 0xF0);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 3, 0, 1));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_slli_si128(m1, 4);
+    let t1 = _mm_blend_epi16(m2, t0, 0x30);
+    let t2 = _mm_blend_epi16(m0, t1, 0xF0);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(3, 0, 1, 2));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpackhi_epi32(m0, m1);
+    let t1 = _mm_slli_si128(m3, 4);
+    let t2 = _mm_blend_epi16(t0, t1, 0x0C);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(3, 0, 1, 2));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 3
+    let t0 = _mm_unpackhi_epi32(m2, m3);
+    let t1 = _mm_blend_epi16(m3, m1, 0x0C);
+    let t2 = _mm_blend_epi16(t0, t1, 0x0F);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(3, 1, 0, 2));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpacklo_epi32(m2, m0);
+    let t1 = _mm_blend_epi16(t0, m0, 0xF0);
+    let t2 = _mm_slli_si128(m3, 8);
+    let buf = _mm_blend_epi16(t1, t2, 0xC0);
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_blend_epi16(m0, m2, 0x3C);
+    let t1 = _mm_srli_si128(m1, 12);
+    let t2 = _mm_blend_epi16(t0, t1, 0x03);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(0, 3, 2, 1));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_slli_si128(m3, 4);
+    let t1 = _mm_blend_epi16(m0, m1, 0x33);
+    let t2 = _mm_blend_epi16(t1, t0, 0xC0);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(1, 2, 3, 0));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 4
+    let t0 = _mm_unpackhi_epi32(m0, m1);
+    let t1 = _mm_unpackhi_epi32(t0, m2);
+    let t2 = _mm_blend_epi16(t1, m3, 0x0C);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(3, 1, 0, 2));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_slli_si128(m2, 8);
+    let t1 = _mm_blend_epi16(m3, m0, 0x0C);
+    let t2 = _mm_blend_epi16(t1, t0, 0xC0);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 0, 1, 3));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_blend_epi16(m0, m1, 0x0F);
+    let t1 = _mm_blend_epi16(t0, m3, 0xC0);
+    let buf = _mm_shuffle_epi32(t1, _MM_SHUFFLE!(0, 1, 2, 3));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_alignr_epi8(m0, m1, 4);
+    let buf = _mm_blend_epi16(t0, m2, 0x33);
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 5
+    let t0 = _mm_unpacklo_epi64(m1, m2);
+    let t1 = _mm_unpackhi_epi64(m0, m2);
+    let t2 = _mm_blend_epi16(t0, t1, 0x33);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 0, 1, 3));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpackhi_epi64(m1, m3);
+    let t1 = _mm_unpacklo_epi64(m0, m1);
+    let buf = _mm_blend_epi16(t0, t1, 0x33);
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_unpackhi_epi64(m3, m1);
+    let t1 = _mm_unpackhi_epi64(m2, m0);
+    let t2 = _mm_blend_epi16(t1, t0, 0x33);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 1, 0, 3));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_blend_epi16(m0, m2, 0x03);
+    let t1 = _mm_slli_si128(t0, 8);
+    let t2 = _mm_blend_epi16(t1, m3, 0x0F);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 0, 3, 1));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 6
+    let t0 = _mm_unpackhi_epi32(m0, m1);
+    let t1 = _mm_unpacklo_epi32(m0, m2);
+    let buf = _mm_unpacklo_epi64(t0, t1);
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_srli_si128(m2, 4);
+    let t1 = _mm_blend_epi16(m0, m3, 0x03);
+    let buf = _mm_blend_epi16(t1, t0, 0x3C);
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_blend_epi16(m1, m0, 0x0C);
+    let t1 = _mm_srli_si128(m3, 4);
+    let t2 = _mm_blend_epi16(t0, t1, 0x30);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 3, 0, 1));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpacklo_epi64(m2, m1);
+    let t1 = _mm_shuffle_epi32(m3, _MM_SHUFFLE!(2, 0, 1, 0));
+    let t2 = _mm_srli_si128(t0, 4);
+    let buf = _mm_blend_epi16(t1, t2, 0x33);
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 7
+    let t0 = _mm_slli_si128(m1, 12);
+    let t1 = _mm_blend_epi16(m0, m3, 0x33);
+    let buf = _mm_blend_epi16(t1, t0, 0xC0);
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_blend_epi16(m3, m2, 0x30);
+    let t1 = _mm_srli_si128(m1, 4);
+    let t2 = _mm_blend_epi16(t0, t1, 0x03);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 1, 3, 0));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_unpacklo_epi64(m0, m2);
+    let t1 = _mm_srli_si128(m1, 4);
+    let buf = _mm_shuffle_epi32(_mm_blend_epi16(t0, t1, 0x0C), _MM_SHUFFLE!(3, 1, 0, 2));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpackhi_epi32(m1, m2);
+    let t1 = _mm_unpackhi_epi64(m0, t0);
+    let buf = _mm_shuffle_epi32(t1, _MM_SHUFFLE!(0, 1, 2, 3));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 8
+    let t0 = _mm_unpackhi_epi32(m0, m1);
+    let t1 = _mm_blend_epi16(t0, m3, 0x0F);
+    let buf = _mm_shuffle_epi32(t1, _MM_SHUFFLE!(2, 0, 3, 1));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_blend_epi16(m2, m3, 0x30);
+    let t1 = _mm_srli_si128(m0, 4);
+    let t2 = _mm_blend_epi16(t0, t1, 0x03);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(1, 0, 2, 3));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_unpackhi_epi64(m0, m3);
+    let t1 = _mm_unpacklo_epi64(m1, m2);
+    let t2 = _mm_blend_epi16(t0, t1, 0x3C);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 3, 1, 0));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpacklo_epi32(m0, m1);
+    let t1 = _mm_unpackhi_epi32(m1, m2);
+    let t2 = _mm_unpacklo_epi64(t0, t1);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(2, 1, 0, 3));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 9
+    let t0 = _mm_unpackhi_epi32(m1, m3);
+    let t1 = _mm_unpacklo_epi64(t0, m0);
+    let t2 = _mm_blend_epi16(t1, m2, 0xC0);
+    let buf = _mm_shufflehi_epi16(t2, _MM_SHUFFLE!(1, 0, 3, 2));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_unpackhi_epi32(m0, m3);
+    let t1 = _mm_blend_epi16(m2, t0, 0xF0);
+    let buf = _mm_shuffle_epi32(t1, _MM_SHUFFLE!(0, 2, 1, 3));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_unpacklo_epi64(m0, m3);
+    let t1 = _mm_srli_si128(m2, 8);
+    let t2 = _mm_blend_epi16(t0, t1, 0x03);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(1, 3, 2, 0));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_blend_epi16(m1, m0, 0x30);
+    let buf = _mm_shuffle_epi32(t0, _MM_SHUFFLE!(0, 3, 2, 1));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    // round 10
+    let t0 = _mm_blend_epi16(m0, m2, 0x03);
+    let t1 = _mm_blend_epi16(m1, m2, 0x30);
+    let t2 = _mm_blend_epi16(t1, t0, 0x0F);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(1, 3, 0, 2));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_slli_si128(m0, 4);
+    let t1 = _mm_blend_epi16(m1, t0, 0xC0);
+    let buf = _mm_shuffle_epi32(t1, _MM_SHUFFLE!(1, 2, 0, 3));
+    g2(row1, row2, row3, row4, buf);
+    diagonalize(row1, row3, row4);
+    let t0 = _mm_unpackhi_epi32(m0, m3);
+    let t1 = _mm_unpacklo_epi32(m2, m3);
+    let t2 = _mm_unpackhi_epi64(t0, t1);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(0, 2, 1, 3));
+    g1(row1, row2, row3, row4, buf);
+    let t0 = _mm_blend_epi16(m3, m2, 0xC0);
+    let t1 = _mm_unpacklo_epi32(m0, m3);
+    let t2 = _mm_blend_epi16(t0, t1, 0x0F);
+    let buf = _mm_shuffle_epi32(t2, _MM_SHUFFLE!(1, 2, 3, 0));
+    g2(row1, row2, row3, row4, buf);
+    undiagonalize(row1, row3, row4);
+
+    storeu(xor(loadu(words_low), xor(*row1, *row3)), words_low);
+    storeu(xor(loadu(words_high), xor(*row2, *row4)), words_high);
+}
+
+#[target_feature(enable = "sse4.1")]
+pub unsafe fn compress1_loop(
+    input: &[u8],
+    words: &mut [Word; 8],
+    mut count: Count,
+    last_node: LastNode,
+    finalize: Finalize,
+    stride: Stride,
+) {
+    input_debug_asserts(input, finalize);
+
+    let mut local_words = *words;
+
+    let mut fin_offset = input.len().saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    let mut buf = [0; BLOCKBYTES];
+    let (fin_block, fin_len, _) = final_block(input, fin_offset, &mut buf, stride);
+    let fin_last_block = flag_word(finalize.yes());
+    let fin_last_node = flag_word(finalize.yes() && last_node.yes());
+
+    let mut offset = 0;
+    loop {
+        let block;
+        let count_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            block = fin_block;
+            count_delta = fin_len;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            // This unsafe cast avoids bounds checks. There's guaranteed to be
+            // enough input because `offset < fin_offset`.
+            block = &*(input.as_ptr().add(offset) as *const [u8; BLOCKBYTES]);
+            count_delta = BLOCKBYTES;
+            last_block = flag_word(false);
+            last_node = flag_word(false);
+        };
+
+        count = count.wrapping_add(count_delta as Count);
+        compress_block(block, &mut local_words, count, last_block, last_node);
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    *words = local_words;
+}
+
+#[inline(always)]
+unsafe fn round(v: &mut [__m128i; 16], m: &[__m128i; 16], r: usize) {
+    v[0] = add(v[0], m[SIGMA[r][0] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][2] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][4] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][6] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[15] = rot16(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot12(v[4]);
+    v[5] = rot12(v[5]);
+    v[6] = rot12(v[6]);
+    v[7] = rot12(v[7]);
+    v[0] = add(v[0], m[SIGMA[r][1] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][3] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][5] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][7] as usize]);
+    v[0] = add(v[0], v[4]);
+    v[1] = add(v[1], v[5]);
+    v[2] = add(v[2], v[6]);
+    v[3] = add(v[3], v[7]);
+    v[12] = xor(v[12], v[0]);
+    v[13] = xor(v[13], v[1]);
+    v[14] = xor(v[14], v[2]);
+    v[15] = xor(v[15], v[3]);
+    v[12] = rot8(v[12]);
+    v[13] = rot8(v[13]);
+    v[14] = rot8(v[14]);
+    v[15] = rot8(v[15]);
+    v[8] = add(v[8], v[12]);
+    v[9] = add(v[9], v[13]);
+    v[10] = add(v[10], v[14]);
+    v[11] = add(v[11], v[15]);
+    v[4] = xor(v[4], v[8]);
+    v[5] = xor(v[5], v[9]);
+    v[6] = xor(v[6], v[10]);
+    v[7] = xor(v[7], v[11]);
+    v[4] = rot7(v[4]);
+    v[5] = rot7(v[5]);
+    v[6] = rot7(v[6]);
+    v[7] = rot7(v[7]);
+
+    v[0] = add(v[0], m[SIGMA[r][8] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][10] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][12] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][14] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot16(v[15]);
+    v[12] = rot16(v[12]);
+    v[13] = rot16(v[13]);
+    v[14] = rot16(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot12(v[5]);
+    v[6] = rot12(v[6]);
+    v[7] = rot12(v[7]);
+    v[4] = rot12(v[4]);
+    v[0] = add(v[0], m[SIGMA[r][9] as usize]);
+    v[1] = add(v[1], m[SIGMA[r][11] as usize]);
+    v[2] = add(v[2], m[SIGMA[r][13] as usize]);
+    v[3] = add(v[3], m[SIGMA[r][15] as usize]);
+    v[0] = add(v[0], v[5]);
+    v[1] = add(v[1], v[6]);
+    v[2] = add(v[2], v[7]);
+    v[3] = add(v[3], v[4]);
+    v[15] = xor(v[15], v[0]);
+    v[12] = xor(v[12], v[1]);
+    v[13] = xor(v[13], v[2]);
+    v[14] = xor(v[14], v[3]);
+    v[15] = rot8(v[15]);
+    v[12] = rot8(v[12]);
+    v[13] = rot8(v[13]);
+    v[14] = rot8(v[14]);
+    v[10] = add(v[10], v[15]);
+    v[11] = add(v[11], v[12]);
+    v[8] = add(v[8], v[13]);
+    v[9] = add(v[9], v[14]);
+    v[5] = xor(v[5], v[10]);
+    v[6] = xor(v[6], v[11]);
+    v[7] = xor(v[7], v[8]);
+    v[4] = xor(v[4], v[9]);
+    v[5] = rot7(v[5]);
+    v[6] = rot7(v[6]);
+    v[7] = rot7(v[7]);
+    v[4] = rot7(v[4]);
+}
+
+// We'd rather make this a regular function with #[inline(always)], but for
+// some reason that blows up compile times by about 10 seconds, at least in
+// some cases (BLAKE2b avx2.rs). This macro seems to get the same performance
+// result, without the compile time issue.
+macro_rules! compress4_transposed {
+    (
+        $h_vecs:expr,
+        $msg_vecs:expr,
+        $count_low:expr,
+        $count_high:expr,
+        $lastblock:expr,
+        $lastnode:expr,
+    ) => {
+        let h_vecs: &mut [__m128i; 8] = $h_vecs;
+        let msg_vecs: &[__m128i; 16] = $msg_vecs;
+        let count_low: __m128i = $count_low;
+        let count_high: __m128i = $count_high;
+        let lastblock: __m128i = $lastblock;
+        let lastnode: __m128i = $lastnode;
+        let mut v = [
+            h_vecs[0],
+            h_vecs[1],
+            h_vecs[2],
+            h_vecs[3],
+            h_vecs[4],
+            h_vecs[5],
+            h_vecs[6],
+            h_vecs[7],
+            set1(IV[0]),
+            set1(IV[1]),
+            set1(IV[2]),
+            set1(IV[3]),
+            xor(set1(IV[4]), count_low),
+            xor(set1(IV[5]), count_high),
+            xor(set1(IV[6]), lastblock),
+            xor(set1(IV[7]), lastnode),
+        ];
+
+        round(&mut v, &msg_vecs, 0);
+        round(&mut v, &msg_vecs, 1);
+        round(&mut v, &msg_vecs, 2);
+        round(&mut v, &msg_vecs, 3);
+        round(&mut v, &msg_vecs, 4);
+        round(&mut v, &msg_vecs, 5);
+        round(&mut v, &msg_vecs, 6);
+        round(&mut v, &msg_vecs, 7);
+        round(&mut v, &msg_vecs, 8);
+        round(&mut v, &msg_vecs, 9);
+
+        h_vecs[0] = xor(xor(h_vecs[0], v[0]), v[8]);
+        h_vecs[1] = xor(xor(h_vecs[1], v[1]), v[9]);
+        h_vecs[2] = xor(xor(h_vecs[2], v[2]), v[10]);
+        h_vecs[3] = xor(xor(h_vecs[3], v[3]), v[11]);
+        h_vecs[4] = xor(xor(h_vecs[4], v[4]), v[12]);
+        h_vecs[5] = xor(xor(h_vecs[5], v[5]), v[13]);
+        h_vecs[6] = xor(xor(h_vecs[6], v[6]), v[14]);
+        h_vecs[7] = xor(xor(h_vecs[7], v[7]), v[15]);
+    };
+}
+
+#[inline(always)]
+unsafe fn transpose_vecs(
+    vec_a: __m128i,
+    vec_b: __m128i,
+    vec_c: __m128i,
+    vec_d: __m128i,
+) -> [__m128i; 4] {
+    // Interleave 32-bit lates. The low unpack is lanes 00/11 and the high is
+    // 22/33. Note that this doesn't split the vector into two lanes, as the
+    // AVX2 counterparts do.
+    let ab_01 = _mm_unpacklo_epi32(vec_a, vec_b);
+    let ab_23 = _mm_unpackhi_epi32(vec_a, vec_b);
+    let cd_01 = _mm_unpacklo_epi32(vec_c, vec_d);
+    let cd_23 = _mm_unpackhi_epi32(vec_c, vec_d);
+
+    // Interleave 64-bit lanes.
+    let abcd_0 = _mm_unpacklo_epi64(ab_01, cd_01);
+    let abcd_1 = _mm_unpackhi_epi64(ab_01, cd_01);
+    let abcd_2 = _mm_unpacklo_epi64(ab_23, cd_23);
+    let abcd_3 = _mm_unpackhi_epi64(ab_23, cd_23);
+
+    [abcd_0, abcd_1, abcd_2, abcd_3]
+}
+
+#[inline(always)]
+unsafe fn transpose_state_vecs(jobs: &[Job<'_, '_>; DEGREE]) -> [__m128i; 8] {
+    // Load all the state words into transposed vectors, where the first vector
+    // has the first word of each state, etc. Transposing once at the beginning
+    // and once at the end is more efficient that repeating it for each block.
+    let words0 = array_refs!(&jobs[0].words, DEGREE, DEGREE);
+    let words1 = array_refs!(&jobs[1].words, DEGREE, DEGREE);
+    let words2 = array_refs!(&jobs[2].words, DEGREE, DEGREE);
+    let words3 = array_refs!(&jobs[3].words, DEGREE, DEGREE);
+    let [h0, h1, h2, h3] = transpose_vecs(
+        loadu(words0.0),
+        loadu(words1.0),
+        loadu(words2.0),
+        loadu(words3.0),
+    );
+    let [h4, h5, h6, h7] = transpose_vecs(
+        loadu(words0.1),
+        loadu(words1.1),
+        loadu(words2.1),
+        loadu(words3.1),
+    );
+    [h0, h1, h2, h3, h4, h5, h6, h7]
+}
+
+#[inline(always)]
+unsafe fn untranspose_state_vecs(h_vecs: &[__m128i; 8], jobs: &mut [Job<'_, '_>; DEGREE]) {
+    // Un-transpose the updated state vectors back into the caller's arrays.
+    let [job0, job1, job2, job3] = jobs;
+    let words0 = mut_array_refs!(&mut job0.words, DEGREE, DEGREE);
+    let words1 = mut_array_refs!(&mut job1.words, DEGREE, DEGREE);
+    let words2 = mut_array_refs!(&mut job2.words, DEGREE, DEGREE);
+    let words3 = mut_array_refs!(&mut job3.words, DEGREE, DEGREE);
+
+    let out = transpose_vecs(h_vecs[0], h_vecs[1], h_vecs[2], h_vecs[3]);
+    storeu(out[0], words0.0);
+    storeu(out[1], words1.0);
+    storeu(out[2], words2.0);
+    storeu(out[3], words3.0);
+    let out = transpose_vecs(h_vecs[4], h_vecs[5], h_vecs[6], h_vecs[7]);
+    storeu(out[0], words0.1);
+    storeu(out[1], words1.1);
+    storeu(out[2], words2.1);
+    storeu(out[3], words3.1);
+}
+
+#[inline(always)]
+unsafe fn transpose_msg_vecs(blocks: [*const [u8; BLOCKBYTES]; DEGREE]) -> [__m128i; 16] {
+    // These input arrays have no particular alignment, so we use unaligned
+    // loads to read from them.
+    let block0 = blocks[0] as *const [Word; DEGREE];
+    let block1 = blocks[1] as *const [Word; DEGREE];
+    let block2 = blocks[2] as *const [Word; DEGREE];
+    let block3 = blocks[3] as *const [Word; DEGREE];
+    let [m0, m1, m2, m3] = transpose_vecs(
+        loadu(block0.add(0)),
+        loadu(block1.add(0)),
+        loadu(block2.add(0)),
+        loadu(block3.add(0)),
+    );
+    let [m4, m5, m6, m7] = transpose_vecs(
+        loadu(block0.add(1)),
+        loadu(block1.add(1)),
+        loadu(block2.add(1)),
+        loadu(block3.add(1)),
+    );
+    let [m8, m9, m10, m11] = transpose_vecs(
+        loadu(block0.add(2)),
+        loadu(block1.add(2)),
+        loadu(block2.add(2)),
+        loadu(block3.add(2)),
+    );
+    let [m12, m13, m14, m15] = transpose_vecs(
+        loadu(block0.add(3)),
+        loadu(block1.add(3)),
+        loadu(block2.add(3)),
+        loadu(block3.add(3)),
+    );
+    [
+        m0, m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15,
+    ]
+}
+
+#[inline(always)]
+unsafe fn load_counts(jobs: &[Job<'_, '_>; DEGREE]) -> (__m128i, __m128i) {
+    (
+        set4(
+            count_low(jobs[0].count),
+            count_low(jobs[1].count),
+            count_low(jobs[2].count),
+            count_low(jobs[3].count),
+        ),
+        set4(
+            count_high(jobs[0].count),
+            count_high(jobs[1].count),
+            count_high(jobs[2].count),
+            count_high(jobs[3].count),
+        ),
+    )
+}
+
+#[inline(always)]
+unsafe fn store_counts(jobs: &mut [Job<'_, '_>; DEGREE], low: __m128i, high: __m128i) {
+    let low_ints: [Word; DEGREE] = mem::transmute(low);
+    let high_ints: [Word; DEGREE] = mem::transmute(high);
+    for i in 0..DEGREE {
+        jobs[i].count = assemble_count(low_ints[i], high_ints[i]);
+    }
+}
+
+#[inline(always)]
+unsafe fn add_to_counts(lo: &mut __m128i, hi: &mut __m128i, delta: __m128i) {
+    // If the low counts reach zero, that means they wrapped, unless the delta
+    // was also zero.
+    *lo = add(*lo, delta);
+    let lo_reached_zero = eq(*lo, set1(0));
+    let delta_was_zero = eq(delta, set1(0));
+    let hi_inc = and(set1(1), negate_and(delta_was_zero, lo_reached_zero));
+    *hi = add(*hi, hi_inc);
+}
+
+#[inline(always)]
+unsafe fn flags_vec(flags: [bool; DEGREE]) -> __m128i {
+    set4(
+        flag_word(flags[0]),
+        flag_word(flags[1]),
+        flag_word(flags[2]),
+        flag_word(flags[3]),
+    )
+}
+
+#[target_feature(enable = "sse4.1")]
+pub unsafe fn compress4_loop(jobs: &mut [Job<'_, '_>; DEGREE], finalize: Finalize, stride: Stride) {
+    // If we're not finalizing, there can't be a partial block at the end.
+    for job in jobs.iter() {
+        input_debug_asserts(job.input, finalize);
+    }
+
+    let msg_ptrs = [
+        jobs[0].input.as_ptr(),
+        jobs[1].input.as_ptr(),
+        jobs[2].input.as_ptr(),
+        jobs[3].input.as_ptr(),
+    ];
+    let mut h_vecs = transpose_state_vecs(&jobs);
+    let (mut counts_lo, mut counts_hi) = load_counts(&jobs);
+
+    // Prepare the final blocks (note, which could be empty if the input is
+    // empty). Do all this before entering the main loop.
+    let min_len = jobs.iter().map(|job| job.input.len()).min().unwrap();
+    let mut fin_offset = min_len.saturating_sub(1);
+    fin_offset -= fin_offset % stride.padded_blockbytes();
+    // Performance note, making these buffers mem::uninitialized() seems to
+    // cause problems in the optimizer.
+    let mut buf0: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf1: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf2: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let mut buf3: [u8; BLOCKBYTES] = [0; BLOCKBYTES];
+    let (block0, len0, finalize0) = final_block(jobs[0].input, fin_offset, &mut buf0, stride);
+    let (block1, len1, finalize1) = final_block(jobs[1].input, fin_offset, &mut buf1, stride);
+    let (block2, len2, finalize2) = final_block(jobs[2].input, fin_offset, &mut buf2, stride);
+    let (block3, len3, finalize3) = final_block(jobs[3].input, fin_offset, &mut buf3, stride);
+    let fin_blocks: [*const [u8; BLOCKBYTES]; DEGREE] = [block0, block1, block2, block3];
+    let fin_counts_delta = set4(len0 as Word, len1 as Word, len2 as Word, len3 as Word);
+    let fin_last_block;
+    let fin_last_node;
+    if finalize.yes() {
+        fin_last_block = flags_vec([finalize0, finalize1, finalize2, finalize3]);
+        fin_last_node = flags_vec([
+            finalize0 && jobs[0].last_node.yes(),
+            finalize1 && jobs[1].last_node.yes(),
+            finalize2 && jobs[2].last_node.yes(),
+            finalize3 && jobs[3].last_node.yes(),
+        ]);
+    } else {
+        fin_last_block = set1(0);
+        fin_last_node = set1(0);
+    }
+
+    // The main loop.
+    let mut offset = 0;
+    loop {
+        let blocks;
+        let counts_delta;
+        let last_block;
+        let last_node;
+        if offset == fin_offset {
+            blocks = fin_blocks;
+            counts_delta = fin_counts_delta;
+            last_block = fin_last_block;
+            last_node = fin_last_node;
+        } else {
+            blocks = [
+                msg_ptrs[0].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[1].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[2].add(offset) as *const [u8; BLOCKBYTES],
+                msg_ptrs[3].add(offset) as *const [u8; BLOCKBYTES],
+            ];
+            counts_delta = set1(BLOCKBYTES as Word);
+            last_block = set1(0);
+            last_node = set1(0);
+        };
+
+        let m_vecs = transpose_msg_vecs(blocks);
+        add_to_counts(&mut counts_lo, &mut counts_hi, counts_delta);
+        compress4_transposed!(
+            &mut h_vecs,
+            &m_vecs,
+            counts_lo,
+            counts_hi,
+            last_block,
+            last_node,
+        );
+
+        // Check for termination before bumping the offset, to avoid overflow.
+        if offset == fin_offset {
+            break;
+        }
+
+        offset += stride.padded_blockbytes();
+    }
+
+    // Write out the results.
+    untranspose_state_vecs(&h_vecs, &mut *jobs);
+    store_counts(&mut *jobs, counts_lo, counts_hi);
+    let max_consumed = offset.saturating_add(stride.padded_blockbytes());
+    for job in jobs.iter_mut() {
+        let consumed = cmp::min(max_consumed, job.input.len());
+        job.input = &job.input[consumed..];
+    }
+}
diff --git a/blake2/src/blake2s/test.rs b/blake2/src/blake2s/test.rs
new file mode 100644
index 000000000..063d6bf99
--- /dev/null
+++ b/blake2/src/blake2s/test.rs
@@ -0,0 +1,208 @@
+use super::*;
+
+const EMPTY_HASH: &str = "69217a3079908094e11121d042354a7c1f55b6482ca1a51e1b250dfd1ed0eef9";
+const ABC_HASH: &str = "508c5e8c327c14e2e1a72ba34eeb452f37458b209ed63a294d999b4c86675982";
+const ONE_BLOCK_HASH: &str = "ae09db7cd54f42b490ef09b6bc541af688e4959bb8c53f359a6f56e38ab454a3";
+const THOUSAND_HASH: &str = "37e9dd47498579c5343fd282c13c62ea824cdfc9b0f4f747a41347414640f62c";
+
+#[test]
+fn test_update_state() {
+    let io = &[
+        (&b""[..], EMPTY_HASH),
+        (&b"abc"[..], ABC_HASH),
+        (&[0; BLOCKBYTES], ONE_BLOCK_HASH),
+        (&[0; 1000], THOUSAND_HASH),
+    ];
+    // Test each input all at once.
+    for &(input, output) in io {
+        let hash = blake2s(input);
+        assert_eq!(&hash.to_hex(), output, "hash mismatch");
+    }
+    // Now in two chunks. This is especially important for the ONE_BLOCK case, because it would be
+    // a mistake for update() to call compress, even though the buffer is full.
+    for &(input, output) in io {
+        let mut state = State::new();
+        let split = input.len() / 2;
+        state.update(&input[..split]);
+        assert_eq!(split as Count, state.count());
+        state.update(&input[split..]);
+        assert_eq!(input.len() as Count, state.count());
+        let hash = state.finalize();
+        assert_eq!(&hash.to_hex(), output, "hash mismatch");
+    }
+    // Now one byte at a time.
+    for &(input, output) in io {
+        let mut state = State::new();
+        let mut count = 0;
+        for &b in input {
+            state.update(&[b]);
+            count += 1;
+            assert_eq!(count, state.count());
+        }
+        let hash = state.finalize();
+        assert_eq!(&hash.to_hex(), output, "hash mismatch");
+    }
+}
+
+#[test]
+fn test_multiple_finalizes() {
+    let mut state = State::new();
+    assert_eq!(&state.finalize().to_hex(), EMPTY_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), EMPTY_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), EMPTY_HASH, "hash mismatch");
+    state.update(b"abc");
+    assert_eq!(&state.finalize().to_hex(), ABC_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), ABC_HASH, "hash mismatch");
+    assert_eq!(&state.finalize().to_hex(), ABC_HASH, "hash mismatch");
+}
+
+#[cfg(feature = "std")]
+#[test]
+fn test_write() {
+    use std::io::prelude::*;
+
+    let mut state = State::new();
+    state.write_all(&[0; 1000]).unwrap();
+    let hash = state.finalize();
+    assert_eq!(&hash.to_hex(), THOUSAND_HASH, "hash mismatch");
+}
+
+// You can check this case against the equivalent Python:
+//
+// import hashlib
+// hashlib.blake2s(
+//     b'foo',
+//     digest_size=18,
+//     key=b"bar",
+//     salt=b"bazbazba",
+//     person=b"bing bin",
+//     fanout=2,
+//     depth=3,
+//     leaf_size=0x04050607,
+//     node_offset=0x08090a0b0c0d,
+//     node_depth=16,
+//     inner_size=17,
+//     last_node=True,
+// ).hexdigest()
+#[test]
+fn test_all_parameters() {
+    let mut params = Params::new();
+    params
+        .hash_length(18)
+        // Make sure a shorter key properly overwrites a longer one.
+        .key(b"not the real key")
+        .key(b"bar")
+        .salt(b"bazbazba")
+        .personal(b"bing bin")
+        .fanout(2)
+        .max_depth(3)
+        .max_leaf_length(0x04050607)
+        .node_offset(0x08090a0b0c0d)
+        .node_depth(16)
+        .inner_hash_length(17)
+        .last_node(true);
+
+    // Check the State API.
+    assert_eq!(
+        "62361e5392ab0eb7dd27e48a6809ee82dc57",
+        &params.to_state().update(b"foo").finalize().to_hex()
+    );
+
+    // Check the all-at-once API.
+    assert_eq!(
+        "62361e5392ab0eb7dd27e48a6809ee82dc57",
+        &params.hash(b"foo").to_hex()
+    );
+}
+
+#[test]
+fn test_all_parameters_blake2sp() {
+    let mut params = blake2sp::Params::new();
+    params
+        .hash_length(18)
+        // Make sure a shorter key properly overwrites a longer one.
+        .key(b"not the real key")
+        .key(b"bar");
+
+    // Check the State API.
+    assert_eq!(
+        "947d4c671e2794f5e1a57daeca97bb46ed66",
+        &params.to_state().update(b"foo").finalize().to_hex()
+    );
+
+    // Check the all-at-once API.
+    assert_eq!(
+        "947d4c671e2794f5e1a57daeca97bb46ed66",
+        &params.hash(b"foo").to_hex()
+    );
+}
+
+#[test]
+#[should_panic]
+fn test_short_hash_length_panics() {
+    Params::new().hash_length(0);
+}
+
+#[test]
+#[should_panic]
+fn test_long_hash_length_panics() {
+    Params::new().hash_length(OUTBYTES + 1);
+}
+
+#[test]
+#[should_panic]
+fn test_long_key_panics() {
+    Params::new().key(&[0; KEYBYTES + 1]);
+}
+
+#[test]
+#[should_panic]
+fn test_long_salt_panics() {
+    Params::new().salt(&[0; SALTBYTES + 1]);
+}
+
+#[test]
+#[should_panic]
+fn test_long_personal_panics() {
+    Params::new().personal(&[0; PERSONALBYTES + 1]);
+}
+
+#[test]
+fn test_zero_max_depth_supported() {
+    Params::new().max_depth(0);
+}
+
+#[test]
+#[should_panic]
+fn test_long_inner_hash_length_panics() {
+    Params::new().inner_hash_length(OUTBYTES + 1);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2sp_short_hash_length_panics() {
+    blake2sp::Params::new().hash_length(0);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2sp_long_hash_length_panics() {
+    blake2sp::Params::new().hash_length(OUTBYTES + 1);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2sp_long_key_panics() {
+    blake2sp::Params::new().key(&[0; KEYBYTES + 1]);
+}
+
+#[test]
+fn test_blake2sp_max_offset_ok() {
+    Params::new().node_offset((1 << 48) - 1);
+}
+
+#[test]
+#[should_panic]
+fn test_blake2sp_offset_too_large_panics() {
+    Params::new().node_offset(1 << 48);
+}
diff --git a/blake2/src/blake2sp.rs b/blake2/src/blake2sp.rs
new file mode 100644
index 000000000..7178a8f8a
--- /dev/null
+++ b/blake2/src/blake2sp.rs
@@ -0,0 +1,571 @@
+//! BLAKE2sp, a variant of BLAKE2s that uses SIMD more efficiently.
+//!
+//! The AVX2 implementation of BLAKE2sp is about twice as fast that of BLAKE2s.
+//! However, note that it's a different hash function, and it gives a different
+//! hash from BLAKE2s for the same input.
+//!
+//! # Example
+//!
+//! ```
+//! use blake2::blake2sp;
+//!
+//! let hash = blake2sp::Params::new()
+//!     .hash_length(16)
+//!     .key(b"Squeamish Ossifrage")
+//!     .to_state()
+//!     .update(b"foo")
+//!     .update(b"bar")
+//!     .update(b"baz")
+//!     .finalize();
+//! assert_eq!("9a604f1653c25063debb3aeea79671c0", &hash.to_hex());
+//! ```
+
+use crate::blake2s::{
+    guts::{Finalize, Implementation, Job, LastNode, Stride},
+    many, Count, Hash, Word, BLOCKBYTES, KEYBYTES, OUTBYTES,
+};
+use core::{cmp, fmt, mem::size_of};
+
+#[cfg(feature = "std")]
+use std;
+
+pub(crate) const DEGREE: usize = 8;
+
+/// Compute the BLAKE2sp hash of a slice of bytes all at once, using default
+/// parameters.
+///
+/// # Example
+///
+/// ```
+/// # use blake2::blake2sp::blake2sp;
+/// let expected = "050dc5786037ea72cb9ed9d0324afcab03c97ec02e8c47368fc5dfb4cf49d8c9";
+/// let hash = blake2sp(b"foo");
+/// assert_eq!(expected, &hash.to_hex());
+/// ```
+pub fn blake2sp(input: &[u8]) -> Hash {
+    Params::new().hash(input)
+}
+
+/// A parameter builder for BLAKE2sp, just like the [`Params`](../struct.Params.html) type for
+/// BLAKE2s.
+///
+/// This builder only supports configuring the hash length and a secret key. This matches the
+/// options provided by the [reference
+/// implementation](https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/ref/blake2.h#L162-L165).
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2sp;
+/// let mut state = blake2sp::Params::new().hash_length(32).to_state();
+/// ```
+#[derive(Clone)]
+pub struct Params {
+    hash_length: u8,
+    key_length: u8,
+    key: [u8; KEYBYTES],
+    implementation: Implementation,
+}
+
+impl Params {
+    /// Equivalent to `Params::default()`.
+    pub fn new() -> Self {
+        Self {
+            hash_length: OUTBYTES as u8,
+            key_length: 0,
+            key: [0; KEYBYTES],
+            implementation: Implementation::detect(),
+        }
+    }
+
+    fn to_words(&self) -> ([[Word; 8]; DEGREE], [Word; 8]) {
+        let mut base_params = crate::blake2s::Params::new();
+        base_params
+            .hash_length(self.hash_length as usize)
+            .key(&self.key[..self.key_length as usize])
+            .fanout(DEGREE as u8)
+            .max_depth(2)
+            .max_leaf_length(0)
+            // Note that inner_hash_length is always OUTBYTES, regardless of the hash_length
+            // parameter. This isn't documented in the spec, but it matches the behavior of the
+            // reference implementation: https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/ref/blake2bp-ref.c#L55
+            .inner_hash_length(OUTBYTES);
+        let leaf_words = |worker_index| {
+            base_params
+                .clone()
+                .node_offset(worker_index)
+                .node_depth(0)
+                // Note that setting the last_node flag here has no effect,
+                // because it isn't included in the state words.
+                .to_words()
+        };
+        let leaf_words = [
+            leaf_words(0),
+            leaf_words(1),
+            leaf_words(2),
+            leaf_words(3),
+            leaf_words(4),
+            leaf_words(5),
+            leaf_words(6),
+            leaf_words(7),
+        ];
+        let root_words = base_params
+            .clone()
+            .node_offset(0)
+            .node_depth(1)
+            // Note that setting the last_node flag here has no effect, because
+            // it isn't included in the state words. Also note that because
+            // we're only preserving its state words, the root node won't hash
+            // any key bytes.
+            .to_words();
+        (leaf_words, root_words)
+    }
+
+    /// Hash an input all at once with these parameters.
+    pub fn hash(&self, input: &[u8]) -> Hash {
+        // If there's a key, just fall back to using the State.
+        if self.key_length > 0 {
+            return self.to_state().update(input).finalize();
+        }
+        let (mut leaf_words, mut root_words) = self.to_words();
+        // Hash each leaf in parallel.
+        let jobs = leaf_words.iter_mut().enumerate().map(|(i, words)| {
+            let input_start = cmp::min(input.len(), i * BLOCKBYTES);
+            Job {
+                input: &input[input_start..],
+                words,
+                count: 0,
+                last_node: if i == DEGREE - 1 {
+                    LastNode::Yes
+                } else {
+                    LastNode::No
+                },
+            }
+        });
+        many::compress_many(jobs, self.implementation, Finalize::Yes, Stride::Parallel);
+        // Hash each leaf into the root.
+        finalize_root_words(
+            &leaf_words,
+            &mut root_words,
+            self.hash_length,
+            self.implementation,
+        )
+    }
+
+    /// Construct a BLAKE2sp `State` object based on these parameters.
+    pub fn to_state(&self) -> State {
+        State::with_params(self)
+    }
+
+    /// Set the length of the final hash, from 1 to `OUTBYTES` (64). Apart from controlling the
+    /// length of the final `Hash`, this is also associated data, and changing it will result in a
+    /// totally different hash.
+    pub fn hash_length(&mut self, length: usize) -> &mut Self {
+        assert!(
+            (1..=OUTBYTES).contains(&length),
+            "Bad hash length: {}",
+            length
+        );
+        self.hash_length = length as u8;
+        self
+    }
+
+    /// Use a secret key, so that BLAKE2sp acts as a MAC. The maximum key length is `KEYBYTES`
+    /// (64). An empty key is equivalent to having no key at all.
+    pub fn key(&mut self, key: &[u8]) -> &mut Self {
+        assert!(key.len() <= KEYBYTES, "Bad key length: {}", key.len());
+        self.key_length = key.len() as u8;
+        self.key = [0; KEYBYTES];
+        self.key[..key.len()].copy_from_slice(key);
+        self
+    }
+}
+
+impl Default for Params {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl fmt::Debug for Params {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(
+            f,
+            "Params {{ hash_length: {}, key_length: {} }}",
+            self.hash_length,
+            // NB: Don't print the key itself. Debug shouldn't leak secrets.
+            self.key_length,
+        )
+    }
+}
+
+/// An incremental hasher for BLAKE2sp, just like the [`State`](../struct.State.html) type for
+/// BLAKE2s.
+///
+/// # Example
+///
+/// ```
+/// use blake2::blake2sp;
+///
+/// let mut state = blake2sp::State::new();
+/// state.update(b"foo");
+/// state.update(b"bar");
+/// let hash = state.finalize();
+///
+/// let expected = "268120e51df583c61d6bfb7915f1c8ead299696c42f413092cd0b2247e1a388d";
+/// assert_eq!(expected, &hash.to_hex());
+/// ```
+#[derive(Clone)]
+pub struct State {
+    leaf_words: [[Word; 8]; DEGREE],
+    root_words: [Word; 8],
+    // Note that this buffer is twice as large as what compress4 needs. That guarantees that we
+    // have enough input when we compress to know we don't need to finalize any of the leaves.
+    buf: [u8; 2 * DEGREE * BLOCKBYTES],
+    buf_len: u16,
+    // Note that this is the *per-leaf* count.
+    count: Count,
+    hash_length: u8,
+    implementation: Implementation,
+    is_keyed: bool,
+}
+
+impl State {
+    /// Equivalent to `State::default()` or `Params::default().to_state()`.
+    pub fn new() -> Self {
+        Self::with_params(&Params::default())
+    }
+
+    fn with_params(params: &Params) -> Self {
+        let (leaf_words, root_words) = params.to_words();
+
+        // If a key is set, initalize the buffer to contain the key bytes. Note
+        // that only the leaves hash key bytes. The root doesn't, even though
+        // the key length it still set in its parameters. Again this isn't
+        // documented in the spec, but it matches the behavior of the reference
+        // implementation:
+        // https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/ref/blake2bp-ref.c#L128
+        // This particular behavior (though not the inner hash length behavior
+        // above) is also corroborated by the official test vectors; see
+        // tests/vector_tests.rs.
+        let mut buf = [0; 2 * DEGREE * BLOCKBYTES];
+        let mut buf_len = 0;
+        if params.key_length > 0 {
+            for i in 0..DEGREE {
+                let keybytes = &params.key[..params.key_length as usize];
+                buf[i * BLOCKBYTES..][..keybytes.len()].copy_from_slice(keybytes);
+                buf_len = BLOCKBYTES * DEGREE;
+            }
+        }
+
+        Self {
+            leaf_words,
+            root_words,
+            buf,
+            buf_len: buf_len as u16,
+            count: 0, // count gets updated in self.compress()
+            hash_length: params.hash_length,
+            implementation: params.implementation,
+            is_keyed: params.key_length > 0,
+        }
+    }
+
+    fn fill_buf(&mut self, input: &mut &[u8]) {
+        let take = cmp::min(self.buf.len() - self.buf_len as usize, input.len());
+        self.buf[self.buf_len as usize..][..take].copy_from_slice(&input[..take]);
+        self.buf_len += take as u16;
+        *input = &input[take..];
+    }
+
+    fn compress_to_leaves(
+        leaves: &mut [[Word; 8]; DEGREE],
+        input: &[u8],
+        count: &mut Count,
+        implementation: Implementation,
+    ) {
+        // Input is assumed to be an even number of blocks for each leaf. Since
+        // we're not finilizing, debug asserts will fire otherwise.
+        let jobs = leaves.iter_mut().enumerate().map(|(i, words)| {
+            Job {
+                input: &input[i * BLOCKBYTES..],
+                words,
+                count: *count,
+                last_node: LastNode::No, // irrelevant when not finalizing
+            }
+        });
+        many::compress_many(jobs, implementation, Finalize::No, Stride::Parallel);
+        // Note that count is the bytes input *per-leaf*.
+        *count = count.wrapping_add((input.len() / DEGREE) as Count);
+    }
+
+    /// Add input to the hash. You can call `update` any number of times.
+    pub fn update(&mut self, mut input: &[u8]) -> &mut Self {
+        // If we have a partial buffer, try to complete it. If we complete it and there's more
+        // input waiting, we need to compress to make more room. However, because we need to be
+        // sure that *none* of the leaves would need to be finalized as part of this round of
+        // compression, we need to buffer more than we would for BLAKE2s.
+        if self.buf_len > 0 {
+            self.fill_buf(&mut input);
+            // The buffer is large enough for two compressions. If we've filled
+            // the buffer and there's still more input coming, then we have to
+            // do at least one compression. If there's enough input still
+            // coming that all the leaves are guaranteed to get more, do both
+            // compressions in the buffer. Otherwise, do just one and shift the
+            // back half of the buffer to the front.
+            if !input.is_empty() {
+                if input.len() > (DEGREE - 1) * BLOCKBYTES {
+                    // Enough input coming to do both compressions.
+                    Self::compress_to_leaves(
+                        &mut self.leaf_words,
+                        &self.buf,
+                        &mut self.count,
+                        self.implementation,
+                    );
+                    self.buf_len = 0;
+                } else {
+                    // Only enough input coming for one compression.
+                    Self::compress_to_leaves(
+                        &mut self.leaf_words,
+                        &self.buf[..DEGREE * BLOCKBYTES],
+                        &mut self.count,
+                        self.implementation,
+                    );
+                    self.buf_len = (DEGREE * BLOCKBYTES) as u16;
+                    let (buf_front, buf_back) = self.buf.split_at_mut(DEGREE * BLOCKBYTES);
+                    buf_front.copy_from_slice(buf_back);
+                }
+            }
+        }
+
+        // Now we directly compress as much input as possible, without copying
+        // it into the buffer. We need to make sure we buffer at least one byte
+        // for each of the leaves, so that we know we don't need to finalize
+        // them.
+        let needed_tail = (DEGREE - 1) * BLOCKBYTES + 1;
+        let mut bulk_bytes = input.len().saturating_sub(needed_tail);
+        bulk_bytes -= bulk_bytes % (DEGREE * BLOCKBYTES);
+        if bulk_bytes > 0 {
+            Self::compress_to_leaves(
+                &mut self.leaf_words,
+                &input[..bulk_bytes],
+                &mut self.count,
+                self.implementation,
+            );
+            input = &input[bulk_bytes..];
+        }
+
+        // Buffer any remaining input, to be either compressed or finalized in
+        // a subsequent call.
+        self.fill_buf(&mut input);
+        debug_assert_eq!(0, input.len());
+        self
+    }
+
+    /// Finalize the state and return a `Hash`. This method is idempotent, and calling it multiple
+    /// times will give the same result. It's also possible to `update` with more input in between.
+    pub fn finalize(&self) -> Hash {
+        // Hash whatever's remaining in the buffer and finalize the leaves.
+        let buf_len = self.buf_len as usize;
+        let mut leaves_copy = self.leaf_words;
+        let jobs = leaves_copy
+            .iter_mut()
+            .enumerate()
+            .map(|(leaf_index, leaf_words)| {
+                let input = &self.buf[cmp::min(leaf_index * BLOCKBYTES, buf_len)..buf_len];
+                Job {
+                    input,
+                    words: leaf_words,
+                    count: self.count,
+                    last_node: if leaf_index == DEGREE - 1 {
+                        LastNode::Yes
+                    } else {
+                        LastNode::No
+                    },
+                }
+            });
+        many::compress_many(jobs, self.implementation, Finalize::Yes, Stride::Parallel);
+
+        // Concatenate each leaf into the root and hash that.
+        let mut root_words_copy = self.root_words;
+        finalize_root_words(
+            &leaves_copy,
+            &mut root_words_copy,
+            self.hash_length,
+            self.implementation,
+        )
+    }
+
+    /// Return the total number of bytes input so far.
+    ///
+    /// Note that `count` doesn't include the bytes of the key block, if any.
+    /// It's exactly the total number of input bytes fed to `update`.
+    pub fn count(&self) -> Count {
+        // Remember that self.count is *per-leaf*.
+        let mut ret = self
+            .count
+            .wrapping_mul(DEGREE as Count)
+            .wrapping_add(self.buf_len as Count);
+        if self.is_keyed {
+            ret -= (DEGREE * BLOCKBYTES) as Count;
+        }
+        ret
+    }
+}
+
+#[cfg(feature = "std")]
+impl std::io::Write for State {
+    fn write(&mut self, buf: &[u8]) -> std::io::Result<usize> {
+        self.update(buf);
+        Ok(buf.len())
+    }
+
+    fn flush(&mut self) -> std::io::Result<()> {
+        Ok(())
+    }
+}
+
+impl fmt::Debug for State {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(
+            f,
+            "State {{ count: {}, hash_length: {} }}",
+            self.count(),
+            self.hash_length,
+        )
+    }
+}
+
+impl Default for State {
+    fn default() -> Self {
+        Self::with_params(&Params::default())
+    }
+}
+
+// Compress each of the four finalized hashes into the root words as input,
+// using two compressions. Note that even if a future version of this
+// implementation supports the hash_length parameter and sets it as associated
+// data for all nodes, this step must still use the untruncated output of each
+// leaf. Note also that, as mentioned above, the root node doesn't hash any key
+// bytes.
+fn finalize_root_words(
+    leaf_words: &[[Word; 8]; DEGREE],
+    root_words: &mut [Word; 8],
+    hash_length: u8,
+    imp: Implementation,
+) -> Hash {
+    debug_assert_eq!(OUTBYTES, 8 * size_of::<Word>());
+    let mut block = [0; DEGREE * OUTBYTES];
+    for (word, chunk) in leaf_words
+        .iter()
+        .flat_map(|words| words.iter())
+        .zip(block.chunks_exact_mut(size_of::<Word>()))
+    {
+        chunk.copy_from_slice(&word.to_le_bytes());
+    }
+    imp.compress1_loop(
+        &block,
+        root_words,
+        0,
+        LastNode::Yes,
+        Finalize::Yes,
+        Stride::Serial,
+    );
+    Hash {
+        bytes: crate::blake2s::state_words_to_bytes(&root_words),
+        len: hash_length,
+    }
+}
+
+pub(crate) fn force_portable(params: &mut Params) {
+    params.implementation = Implementation::portable();
+}
+
+#[cfg(test)]
+pub(crate) mod test {
+    use super::*;
+    use crate::blake2s::paint_test_input;
+
+    // This is a simple reference implementation without the complicated buffering or parameter
+    // support of the real implementation. We need this because the official test vectors don't
+    // include any inputs large enough to exercise all the branches in the buffering logic.
+    fn blake2sp_reference(input: &[u8]) -> Hash {
+        let mut leaves = arrayvec::ArrayVec::<[_; DEGREE]>::new();
+        for leaf_index in 0..DEGREE {
+            leaves.push(
+                crate::blake2s::Params::new()
+                    .fanout(DEGREE as u8)
+                    .max_depth(2)
+                    .node_offset(leaf_index as u64)
+                    .inner_hash_length(OUTBYTES)
+                    .to_state(),
+            );
+        }
+        leaves[DEGREE - 1].set_last_node(true);
+        for (i, chunk) in input.chunks(BLOCKBYTES).enumerate() {
+            leaves[i % DEGREE].update(chunk);
+        }
+        let mut root = crate::blake2s::Params::new()
+            .fanout(DEGREE as u8)
+            .max_depth(2)
+            .node_depth(1)
+            .inner_hash_length(OUTBYTES)
+            .last_node(true)
+            .to_state();
+        for leaf in &mut leaves {
+            root.update(leaf.finalize().as_bytes());
+        }
+        root.finalize()
+    }
+
+    #[test]
+    fn test_against_reference() {
+        let mut buf = [0; 21 * BLOCKBYTES];
+        paint_test_input(&mut buf);
+        // - 8 blocks is just enought to fill the double buffer.
+        // - 9 blocks triggers the "perform one compression on the double buffer" case.
+        // - 11 blocks is the largest input where only one compression may be performed, on the
+        //   first half of the buffer, because there's not enough input to avoid needing to
+        //   finalize the second half.
+        // - 12 blocks triggers the "perform both compressions in the double buffer" case.
+        // - 15 blocks is the largest input where, after compressing 8 blocks from the buffer,
+        //   there's not enough input to hash directly from memory.
+        // - 16 blocks triggers "after emptying the buffer, hash directly from memory".
+        for num_blocks in 0..=20 {
+            for &extra in &[0, 1, BLOCKBYTES - 1] {
+                for &portable in &[false, true] {
+                    // eprintln!("\ncase -----");
+                    // dbg!(num_blocks);
+                    // dbg!(extra);
+                    // dbg!(portable);
+
+                    // First hash the input all at once, as a sanity check.
+                    let mut params = Params::new();
+                    if portable {
+                        force_portable(&mut params);
+                    }
+                    let input = &buf[..num_blocks * BLOCKBYTES + extra];
+                    let expected = blake2sp_reference(&input);
+                    let mut state = params.to_state();
+                    let found = state.update(input).finalize();
+                    assert_eq!(expected, found);
+
+                    // Then, do it again, but buffer 1 byte of input first. That causes the buffering
+                    // branch to trigger.
+                    let mut state = params.to_state();
+                    let maybe_one = cmp::min(1, input.len());
+                    state.update(&input[..maybe_one]);
+                    assert_eq!(maybe_one as Count, state.count());
+                    // Do a throwaway finalize here to check for idempotency.
+                    state.finalize();
+                    state.update(&input[maybe_one..]);
+                    assert_eq!(input.len() as Count, state.count());
+                    let found = state.finalize();
+                    assert_eq!(expected, found);
+
+                    // Finally, do it again with the all-at-once interface.
+                    assert_eq!(expected, blake2sp(input));
+                }
+            }
+        }
+    }
+}
diff --git a/blake2/src/consts.rs b/blake2/src/consts.rs
deleted file mode 100644
index ab76c0e17..000000000
--- a/blake2/src/consts.rs
+++ /dev/null
@@ -1,47 +0,0 @@
-#![allow(clippy::unreadable_literal)]
-
-pub static SIGMA: [[usize; 16]; 12] = [
-    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15],
-    [14, 10, 4, 8, 9, 15, 13, 6, 1, 12, 0, 2, 11, 7, 5, 3],
-    [11, 8, 12, 0, 5, 2, 15, 13, 10, 14, 3, 6, 7, 1, 9, 4],
-    [7, 9, 3, 1, 13, 12, 11, 14, 2, 6, 5, 10, 4, 0, 15, 8],
-    [9, 0, 5, 7, 2, 4, 10, 15, 14, 1, 11, 12, 6, 8, 3, 13],
-    [2, 12, 6, 10, 0, 11, 8, 3, 4, 13, 7, 5, 15, 14, 1, 9],
-    [12, 5, 1, 15, 14, 13, 4, 10, 0, 7, 6, 3, 9, 2, 8, 11],
-    [13, 11, 7, 14, 12, 1, 3, 9, 5, 0, 15, 4, 8, 6, 2, 10],
-    [6, 15, 14, 9, 11, 3, 0, 8, 12, 2, 13, 7, 1, 4, 10, 5],
-    [10, 2, 8, 4, 7, 6, 1, 5, 15, 11, 9, 14, 3, 12, 13, 0],
-    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15],
-    [14, 10, 4, 8, 9, 15, 13, 6, 1, 12, 0, 2, 11, 7, 5, 3],
-];
-
-pub static BLAKE2B_IV: [u64; 8] = [
-    0x6a09e667f3bcc908,
-    0xbb67ae8584caa73b,
-    0x3c6ef372fe94f82b,
-    0xa54ff53a5f1d36f1,
-    0x510e527fade682d1,
-    0x9b05688c2b3e6c1f,
-    0x1f83d9abfb41bd6b,
-    0x5be0cd19137e2179,
-];
-
-/*
-pub const BLAKE2B_BLOCKBYTES : usize = 128;
-pub const BLAKE2B_OUTBYTES : usize = 64;
-pub const BLAKE2B_KEYBYTES : usize = 64;
-pub const BLAKE2B_SALTBYTES : usize = 16;
-pub const BLAKE2B_PERSONALBYTES : usize = 16;
-*/
-
-pub static BLAKE2S_IV: [u32; 8] = [
-    0x6A09E667, 0xBB67AE85, 0x3C6EF372, 0xA54FF53A, 0x510E527F, 0x9B05688C, 0x1F83D9AB, 0x5BE0CD19,
-];
-
-/*
-pub const BLAKE2S_BLOCKBYTES : usize = 64;
-pub const BLAKE2S_OUTBYTES : usize = 32;
-pub const BLAKE2S_KEYBYTES : usize = 32;
-pub const BLAKE2S_SALTBYTES : usize = 8;
-pub const BLAKE2S_PERSONALBYTES : usize = 8;
-*/
diff --git a/blake2/src/lib.rs b/blake2/src/lib.rs
index 28cb1d9df..435582e42 100644
--- a/blake2/src/lib.rs
+++ b/blake2/src/lib.rs
@@ -1,85 +1,4 @@
 //! An implementation of the [BLAKE2][1] hash functions.
-//!
-//! # Usage
-//!
-//! `Blake2b` can be used in the following way:
-//!
-//! ```rust
-//! use blake2::{Blake2b, Blake2s, Digest};
-//! use hex_literal::hex;
-//!
-//! // create a Blake2b object
-//! let mut hasher = Blake2b::new();
-//!
-//! // write input message
-//! hasher.update(b"hello world");
-//!
-//! // read hash digest and consume hasher
-//! let res = hasher.finalize();
-//! assert_eq!(res[..], hex!("
-//!     021ced8799296ceca557832ab941a50b4a11f83478cf141f51f933f653ab9fbc
-//!     c05a037cddbed06e309bf334942c4e58cdf1a46e237911ccd7fcf9787cbc7fd0
-//! ")[..]);
-//!
-//! // same example for `Blake2s`:
-//! let mut hasher = Blake2s::new();
-//! hasher.update(b"hello world");
-//! let res = hasher.finalize();
-//! assert_eq!(res[..], hex!("
-//!     9aec6806794561107e594b1f6a8a6b0c92a0cba9acf5e5e93cca06f781813b0b
-//! ")[..]);
-//! ```
-//!
-//! Also see [RustCrypto/hashes](https://github.com/RustCrypto/hashes) readme.
-//!
-//! ## Variable output size
-//!
-//! If you need variable sized output you can use `VarBlake2b` and `VarBlake2s`
-//! which support variable output sizes through `VariableOutput` trait. `Update`
-//! trait has to be imported as well.
-//!
-//! ```rust
-//! use blake2::VarBlake2b;
-//! use blake2::digest::{Update, VariableOutput};
-//!
-//! let mut hasher = VarBlake2b::new(10).unwrap();
-//! hasher.update(b"my_input");
-//! hasher.finalize_variable(|res| {
-//!     assert_eq!(res, [44, 197, 92, 132, 228, 22, 146, 78, 100, 0])
-//! })
-//! ```
-//!
-//! ## Message Authentication Code (MAC)
-//!
-//! BLAKE2 can be used as a MAC without any additional constructs:
-//!
-//! ```rust
-//! use blake2::Blake2b;
-//! use blake2::crypto_mac::{Mac, NewMac};
-//!
-//! let mut hasher = Blake2b::new_varkey(b"my key").unwrap();
-//! hasher.update(b"hello world");
-//!
-//! // `result` has type `crypto_mac::Output` which is a thin wrapper around
-//! // a byte array and provides a constant time equality check
-//! let result = hasher.finalize();
-//! // To get underlying array use the `into_bytes` method, but be careful,
-//! // since incorrect use of the code value may permit timing attacks which
-//! // defeat the security provided by the `crypto_mac::Output`
-//! let code_bytes = result.into_bytes();
-//!
-//! // To verify the message it's recommended to use `verify` method
-//! let mut hasher = Blake2b::new_varkey(b"my key").unwrap();
-//! hasher.update(b"hello world");
-//! // `verify` return `Ok(())` if code is correct, `Err(MacError)` otherwise
-//! hasher.verify(&code_bytes).unwrap();
-//! ```
-//!
-//! # Acknowledgment
-//! Based on the [blake2-rfc][2] crate.
-//!
-//! [1]: https://en.wikipedia.org/wiki/BLAKE_(hash_function)#BLAKE2
-//! [2]: https://github.com/cesarb/blake2-rfc
 
 #![no_std]
 #![doc(
@@ -87,25 +6,20 @@
     html_favicon_url = "https://raw.githubusercontent.com/RustCrypto/meta/master/logo.svg"
 )]
 #![warn(missing_docs, rust_2018_idioms)]
-#![cfg_attr(feature = "simd", feature(platform_intrinsics, repr_simd))]
-#![cfg_attr(feature = "simd_asm", feature(asm))]
+// TODO(tarcieri): re-enable this and address the issues or disable at module-level
+#![allow(clippy::ptr_offset_with_cast)]
 
 #[cfg(feature = "std")]
 extern crate std;
 
-mod as_bytes;
-mod consts;
+#[cfg(feature = "blake2b")]
+pub mod blake2b;
 
-mod simd;
+#[cfg(feature = "blake2b")]
+pub mod blake2bp;
 
-#[macro_use]
-mod blake2;
+#[cfg(feature = "blake2s")]
+pub mod blake2s;
 
-mod blake2b;
-mod blake2s;
-
-pub use crypto_mac;
-pub use digest::{self, Digest};
-
-pub use crate::blake2b::{Blake2b, VarBlake2b};
-pub use crate::blake2s::{Blake2s, VarBlake2s};
+#[cfg(feature = "blake2s")]
+pub mod blake2sp;
diff --git a/blake2/src/simd.rs b/blake2/src/simd.rs
deleted file mode 100644
index 0d3dfd346..000000000
--- a/blake2/src/simd.rs
+++ /dev/null
@@ -1,138 +0,0 @@
-// Copyright 2015 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-mod simd_opt;
-mod simdint;
-mod simdop;
-mod simdty;
-
-pub use self::simdty::{u32x4, u64x4};
-
-pub trait Vector4<T>: Copy {
-    fn gather(src: &[T], i0: usize, i1: usize, i2: usize, i3: usize) -> Self;
-
-    fn from_le(self) -> Self;
-    fn to_le(self) -> Self;
-
-    fn wrapping_add(self, rhs: Self) -> Self;
-
-    fn rotate_right_const(self, n: u32) -> Self;
-
-    fn shuffle_left_1(self) -> Self;
-    fn shuffle_left_2(self) -> Self;
-    fn shuffle_left_3(self) -> Self;
-
-    #[inline(always)]
-    fn shuffle_right_1(self) -> Self {
-        self.shuffle_left_3()
-    }
-    #[inline(always)]
-    fn shuffle_right_2(self) -> Self {
-        self.shuffle_left_2()
-    }
-    #[inline(always)]
-    fn shuffle_right_3(self) -> Self {
-        self.shuffle_left_1()
-    }
-}
-
-macro_rules! impl_vector4 {
-    ($vec:ident, $word:ident) => {
-        impl Vector4<$word> for $vec {
-            #[inline(always)]
-            fn gather(src: &[$word], i0: usize, i1: usize, i2: usize, i3: usize) -> Self {
-                $vec::new(src[i0], src[i1], src[i2], src[i3])
-            }
-
-            #[cfg(target_endian = "little")]
-            #[inline(always)]
-            fn from_le(self) -> Self {
-                self
-            }
-
-            #[cfg(not(target_endian = "little"))]
-            #[inline(always)]
-            fn from_le(self) -> Self {
-                $vec::new(
-                    $word::from_le(self.0),
-                    $word::from_le(self.1),
-                    $word::from_le(self.2),
-                    $word::from_le(self.3),
-                )
-            }
-
-            #[cfg(target_endian = "little")]
-            #[inline(always)]
-            fn to_le(self) -> Self {
-                self
-            }
-
-            #[cfg(not(target_endian = "little"))]
-            #[inline(always)]
-            fn to_le(self) -> Self {
-                $vec::new(
-                    self.0.to_le(),
-                    self.1.to_le(),
-                    self.2.to_le(),
-                    self.3.to_le(),
-                )
-            }
-
-            #[inline(always)]
-            fn wrapping_add(self, rhs: Self) -> Self {
-                self + rhs
-            }
-
-            #[inline(always)]
-            fn rotate_right_const(self, n: u32) -> Self {
-                simd_opt::$vec::rotate_right_const(self, n)
-            }
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn shuffle_left_1(self) -> Self {
-                use crate::simd::simdint::simd_shuffle4;
-                unsafe { simd_shuffle4(self, self, [1, 2, 3, 0]) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn shuffle_left_1(self) -> Self {
-                $vec::new(self.1, self.2, self.3, self.0)
-            }
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn shuffle_left_2(self) -> Self {
-                use crate::simd::simdint::simd_shuffle4;
-                unsafe { simd_shuffle4(self, self, [2, 3, 0, 1]) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn shuffle_left_2(self) -> Self {
-                $vec::new(self.2, self.3, self.0, self.1)
-            }
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn shuffle_left_3(self) -> Self {
-                use crate::simd::simdint::simd_shuffle4;
-                unsafe { simd_shuffle4(self, self, [3, 0, 1, 2]) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn shuffle_left_3(self) -> Self {
-                $vec::new(self.3, self.0, self.1, self.2)
-            }
-        }
-    };
-}
-
-impl_vector4!(u32x4, u32);
-impl_vector4!(u64x4, u64);
diff --git a/blake2/src/simd/simd_opt.rs b/blake2/src/simd/simd_opt.rs
deleted file mode 100644
index e143ba4ec..000000000
--- a/blake2/src/simd/simd_opt.rs
+++ /dev/null
@@ -1,51 +0,0 @@
-// Copyright 2015 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-#[allow(unused_macros)]
-#[cfg(feature = "simd")]
-macro_rules! transmute_shuffle {
-    ($tmp:ident, $shuffle:ident, $vec:expr, $idx:expr) => {
-        unsafe {
-            use crate::simd::simdint::$shuffle;
-            use crate::simd::simdty::$tmp;
-            use core::mem::transmute;
-
-            let tmp_i: $tmp = transmute($vec);
-            let tmp_o: $tmp = $shuffle(tmp_i, tmp_i, $idx);
-            transmute(tmp_o)
-        }
-    };
-}
-
-#[cfg(feature = "simd")]
-pub mod u32x4;
-#[cfg(feature = "simd")]
-pub mod u64x4;
-
-#[cfg(not(feature = "simd"))]
-macro_rules! simd_opt {
-    ($vec:ident) => {
-        pub mod $vec {
-            use crate::simd::simdty::$vec;
-
-            #[inline(always)]
-            pub fn rotate_right_const(vec: $vec, n: u32) -> $vec {
-                $vec::new(
-                    vec.0.rotate_right(n),
-                    vec.1.rotate_right(n),
-                    vec.2.rotate_right(n),
-                    vec.3.rotate_right(n),
-                )
-            }
-        }
-    };
-}
-
-#[cfg(not(feature = "simd"))]
-simd_opt!(u32x4);
-#[cfg(not(feature = "simd"))]
-simd_opt!(u64x4);
diff --git a/blake2/src/simd/simd_opt/u32x4.rs b/blake2/src/simd/simd_opt/u32x4.rs
deleted file mode 100644
index a3d8e3d6d..000000000
--- a/blake2/src/simd/simd_opt/u32x4.rs
+++ /dev/null
@@ -1,67 +0,0 @@
-// Copyright 2015 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-use crate::simd::simdty::u32x4;
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-pub fn rotate_right_const(vec: u32x4, n: u32) -> u32x4 {
-    match n {
-        16 => rotate_right_16(vec),
-        8 => rotate_right_8(vec),
-        _ => rotate_right_any(vec, n),
-    }
-}
-
-#[cfg(not(feature = "simd_opt"))]
-#[inline(always)]
-pub fn rotate_right_const(vec: u32x4, n: u32) -> u32x4 {
-    rotate_right_any(vec, n)
-}
-
-#[inline(always)]
-fn rotate_right_any(vec: u32x4, n: u32) -> u32x4 {
-    let r = n as u32;
-    let l = 32 - r;
-
-    (vec >> u32x4::new(r, r, r, r)) ^ (vec << u32x4::new(l, l, l, l))
-}
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-fn rotate_right_16(vec: u32x4) -> u32x4 {
-    if cfg!(target_feature = "ssse3") {
-        // pshufb (SSSE3) / vpshufb (AVX2)
-        transmute_shuffle!(
-            u8x16,
-            simd_shuffle16,
-            vec,
-            [2, 3, 0, 1, 6, 7, 4, 5, 10, 11, 8, 9, 14, 15, 12, 13]
-        )
-    } else if cfg!(any(target_feature = "sse2", target_feature = "neon")) {
-        // pshuflw+pshufhw (SSE2) / vrev (NEON)
-        transmute_shuffle!(u16x8, simd_shuffle8, vec, [1, 0, 3, 2, 5, 4, 7, 6])
-    } else {
-        rotate_right_any(vec, 16)
-    }
-}
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-fn rotate_right_8(vec: u32x4) -> u32x4 {
-    if cfg!(target_feature = "ssse3") {
-        // pshufb (SSSE3) / vpshufb (AVX2)
-        transmute_shuffle!(
-            u8x16,
-            simd_shuffle16,
-            vec,
-            [1, 2, 3, 0, 5, 6, 7, 4, 9, 10, 11, 8, 13, 14, 15, 12]
-        )
-    } else {
-        rotate_right_any(vec, 8)
-    }
-}
diff --git a/blake2/src/simd/simd_opt/u64x4.rs b/blake2/src/simd/simd_opt/u64x4.rs
deleted file mode 100644
index 0a6972a87..000000000
--- a/blake2/src/simd/simd_opt/u64x4.rs
+++ /dev/null
@@ -1,140 +0,0 @@
-// Copyright 2015 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-use crate::simd::simdty::u64x4;
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-pub fn rotate_right_const(vec: u64x4, n: u32) -> u64x4 {
-    match n {
-        32 => rotate_right_32(vec),
-        24 => rotate_right_24(vec),
-        16 => rotate_right_16(vec),
-        _ => rotate_right_any(vec, n),
-    }
-}
-
-#[cfg(not(feature = "simd_opt"))]
-#[inline(always)]
-pub fn rotate_right_const(vec: u64x4, n: u32) -> u64x4 {
-    rotate_right_any(vec, n)
-}
-
-#[inline(always)]
-fn rotate_right_any(vec: u64x4, n: u32) -> u64x4 {
-    let r = n as u64;
-    let l = 64 - r;
-
-    (vec >> u64x4::new(r, r, r, r)) ^ (vec << u64x4::new(l, l, l, l))
-}
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-fn rotate_right_32(vec: u64x4) -> u64x4 {
-    if cfg!(any(target_feature = "sse2", target_feature = "neon")) {
-        // 2 x pshufd (SSE2) / vpshufd (AVX2) / 2 x vrev (NEON)
-        transmute_shuffle!(u32x8, simd_shuffle8, vec, [1, 0, 3, 2, 5, 4, 7, 6])
-    } else {
-        rotate_right_any(vec, 32)
-    }
-}
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-fn rotate_right_24(vec: u64x4) -> u64x4 {
-    if cfg!(all(
-        feature = "simd_asm",
-        target_feature = "neon",
-        target_arch = "arm"
-    )) {
-        // 4 x vext (NEON)
-        rotate_right_vext(vec, 3)
-    } else if cfg!(target_feature = "ssse3") {
-        // 2 x pshufb (SSSE3) / vpshufb (AVX2)
-        transmute_shuffle!(
-            u8x32,
-            simd_shuffle32,
-            vec,
-            [
-                3, 4, 5, 6, 7, 0, 1, 2, 11, 12, 13, 14, 15, 8, 9, 10, 19, 20, 21, 22, 23, 16, 17,
-                18, 27, 28, 29, 30, 31, 24, 25, 26
-            ]
-        )
-    } else {
-        rotate_right_any(vec, 24)
-    }
-}
-
-#[cfg(feature = "simd_opt")]
-#[inline(always)]
-fn rotate_right_16(vec: u64x4) -> u64x4 {
-    if cfg!(all(
-        feature = "simd_asm",
-        target_feature = "neon",
-        target_arch = "arm"
-    )) {
-        // 4 x vext (NEON)
-        rotate_right_vext(vec, 2)
-    } else if cfg!(target_feature = "ssse3") {
-        // 2 x pshufb (SSSE3) / vpshufb (AVX2)
-        transmute_shuffle!(
-            u8x32,
-            simd_shuffle32,
-            vec,
-            [
-                2, 3, 4, 5, 6, 7, 0, 1, 10, 11, 12, 13, 14, 15, 8, 9, 18, 19, 20, 21, 22, 23, 16,
-                17, 26, 27, 28, 29, 30, 31, 24, 25
-            ]
-        )
-    } else if cfg!(target_feature = "sse2") {
-        // 2 x pshuflw+pshufhw (SSE2)
-        transmute_shuffle!(
-            u16x16,
-            simd_shuffle16,
-            vec,
-            [1, 2, 3, 0, 5, 6, 7, 4, 9, 10, 11, 8, 13, 14, 15, 12]
-        )
-    } else {
-        rotate_right_any(vec, 16)
-    }
-}
-
-#[cfg(all(feature = "simd_asm", target_feature = "neon", target_arch = "arm"))]
-mod simd_asm_neon_arm {
-    use crate::simd::simdty::{u64x2, u64x4};
-
-    #[inline(always)]
-    fn vext_u64(vec: u64x2, b: u8) -> u64x2 {
-        unsafe {
-            let result: u64x2;
-            asm!("vext.8 ${0:e}, ${1:e}, ${1:e}, $2\nvext.8 ${0:f}, ${1:f}, ${1:f}, $2"
-               : "=w" (result)
-               : "w" (vec), "n" (b));
-            result
-        }
-    }
-
-    #[inline(always)]
-    pub fn rotate_right_vext(vec: u64x4, b: u8) -> u64x4 {
-        use crate::simd::simdint::{simd_shuffle2, simd_shuffle4};
-
-        unsafe {
-            let tmp0 = vext_u64(simd_shuffle2(vec, vec, [0, 1]), b);
-            let tmp1 = vext_u64(simd_shuffle2(vec, vec, [2, 3]), b);
-            simd_shuffle4(tmp0, tmp1, [0, 1, 2, 3])
-        }
-    }
-}
-
-#[cfg(all(feature = "simd_asm", target_feature = "neon", target_arch = "arm"))]
-use self::simd_asm_neon_arm::rotate_right_vext;
-
-#[cfg(feature = "simd_opt")]
-#[cfg(not(all(feature = "simd_asm", target_feature = "neon", target_arch = "arm")))]
-fn rotate_right_vext(_vec: u64x4, _n: u8) -> u64x4 {
-    unreachable!()
-}
diff --git a/blake2/src/simd/simdint.rs b/blake2/src/simd/simdint.rs
deleted file mode 100644
index d876d5538..000000000
--- a/blake2/src/simd/simdint.rs
+++ /dev/null
@@ -1,22 +0,0 @@
-// Copyright 2015 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-#![allow(dead_code)]
-
-#[cfg(feature = "simd")]
-extern "platform-intrinsic" {
-    pub fn simd_add<T>(x: T, y: T) -> T;
-    pub fn simd_shl<T>(x: T, y: T) -> T;
-    pub fn simd_shr<T>(x: T, y: T) -> T;
-    pub fn simd_xor<T>(x: T, y: T) -> T;
-
-    pub fn simd_shuffle2<T, U>(v: T, w: T, idx: [u32; 2]) -> U;
-    pub fn simd_shuffle4<T, U>(v: T, w: T, idx: [u32; 4]) -> U;
-    pub fn simd_shuffle8<T, U>(v: T, w: T, idx: [u32; 8]) -> U;
-    pub fn simd_shuffle16<T, U>(v: T, w: T, idx: [u32; 16]) -> U;
-    pub fn simd_shuffle32<T, U>(v: T, w: T, idx: [u32; 32]) -> U;
-}
diff --git a/blake2/src/simd/simdop.rs b/blake2/src/simd/simdop.rs
deleted file mode 100644
index 891456d9c..000000000
--- a/blake2/src/simd/simdop.rs
+++ /dev/null
@@ -1,103 +0,0 @@
-// Copyright 2015 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-#[cfg(feature = "simd")]
-use crate::simd::simdint;
-use crate::simd::simdty::{u32x4, u64x4};
-
-use core::ops::{Add, BitXor, Shl, Shr};
-
-macro_rules! impl_ops {
-    ($vec:ident) => {
-        impl Add for $vec {
-            type Output = Self;
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn add(self, rhs: Self) -> Self::Output {
-                unsafe { simdint::simd_add(self, rhs) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn add(self, rhs: Self) -> Self::Output {
-                $vec::new(
-                    self.0.wrapping_add(rhs.0),
-                    self.1.wrapping_add(rhs.1),
-                    self.2.wrapping_add(rhs.2),
-                    self.3.wrapping_add(rhs.3),
-                )
-            }
-        }
-
-        impl BitXor for $vec {
-            type Output = Self;
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn bitxor(self, rhs: Self) -> Self::Output {
-                unsafe { simdint::simd_xor(self, rhs) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn bitxor(self, rhs: Self) -> Self::Output {
-                $vec::new(
-                    self.0 ^ rhs.0,
-                    self.1 ^ rhs.1,
-                    self.2 ^ rhs.2,
-                    self.3 ^ rhs.3,
-                )
-            }
-        }
-
-        impl Shl<$vec> for $vec {
-            type Output = Self;
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn shl(self, rhs: Self) -> Self::Output {
-                unsafe { simdint::simd_shl(self, rhs) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn shl(self, rhs: Self) -> Self::Output {
-                $vec::new(
-                    self.0 << rhs.0,
-                    self.1 << rhs.1,
-                    self.2 << rhs.2,
-                    self.3 << rhs.3,
-                )
-            }
-        }
-
-        impl Shr<$vec> for $vec {
-            type Output = Self;
-
-            #[cfg(feature = "simd")]
-            #[inline(always)]
-            fn shr(self, rhs: Self) -> Self::Output {
-                unsafe { simdint::simd_shr(self, rhs) }
-            }
-
-            #[cfg(not(feature = "simd"))]
-            #[inline(always)]
-            fn shr(self, rhs: Self) -> Self::Output {
-                $vec::new(
-                    self.0 >> rhs.0,
-                    self.1 >> rhs.1,
-                    self.2 >> rhs.2,
-                    self.3 >> rhs.3,
-                )
-            }
-        }
-    };
-}
-
-impl_ops!(u32x4);
-impl_ops!(u64x4);
diff --git a/blake2/src/simd/simdty.rs b/blake2/src/simd/simdty.rs
deleted file mode 100644
index 008b8b48c..000000000
--- a/blake2/src/simd/simdty.rs
+++ /dev/null
@@ -1,77 +0,0 @@
-// Copyright 2016 blake2-rfc Developers
-//
-// Licensed under the Apache License, Version 2.0, <LICENSE-APACHE or
-// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
-// http://opensource.org/licenses/MIT>, at your option. This file may not be
-// copied, modified, or distributed except according to those terms.
-
-#![allow(dead_code, non_camel_case_types)]
-
-use crate::as_bytes::Safe;
-
-#[cfg(feature = "simd")]
-macro_rules! decl_simd {
-    ($($decl:item)*) => {
-        $(
-            #[derive(Clone, Copy, Debug)]
-            #[repr(simd)]
-            $decl
-        )*
-    }
-}
-
-#[cfg(not(feature = "simd"))]
-macro_rules! decl_simd {
-    ($($decl:item)*) => {
-        $(
-            #[derive(Clone, Copy, Debug)]
-            #[repr(C)]
-            $decl
-        )*
-    }
-}
-
-decl_simd! {
-    pub struct Simd2<T>(pub T, pub T);
-    pub struct Simd4<T>(pub T, pub T, pub T, pub T);
-    pub struct Simd8<T>(pub T, pub T, pub T, pub T,
-                        pub T, pub T, pub T, pub T);
-    pub struct Simd16<T>(pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T);
-    pub struct Simd32<T>(pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T,
-                         pub T, pub T, pub T, pub T);
-}
-
-pub type u64x2 = Simd2<u64>;
-
-pub type u32x4 = Simd4<u32>;
-pub type u64x4 = Simd4<u64>;
-
-pub type u16x8 = Simd8<u16>;
-pub type u32x8 = Simd8<u32>;
-
-pub type u8x16 = Simd16<u8>;
-pub type u16x16 = Simd16<u16>;
-
-pub type u8x32 = Simd32<u8>;
-
-impl<T> Simd4<T> {
-    #[inline(always)]
-    pub fn new(e0: T, e1: T, e2: T, e3: T) -> Simd4<T> {
-        Simd4(e0, e1, e2, e3)
-    }
-}
-
-unsafe impl<T: Safe> Safe for Simd2<T> {}
-unsafe impl<T: Safe> Safe for Simd4<T> {}
-unsafe impl<T: Safe> Safe for Simd8<T> {}
-unsafe impl<T: Safe> Safe for Simd16<T> {}
-unsafe impl<T: Safe> Safe for Simd32<T> {}
diff --git a/blake2/tests/data/blake2b/fixed.blb b/blake2/tests-old/data/blake2b/fixed.blb
similarity index 100%
rename from blake2/tests/data/blake2b/fixed.blb
rename to blake2/tests-old/data/blake2b/fixed.blb
diff --git a/blake2/tests/data/blake2b/mac.blb b/blake2/tests-old/data/blake2b/mac.blb
similarity index 100%
rename from blake2/tests/data/blake2b/mac.blb
rename to blake2/tests-old/data/blake2b/mac.blb
diff --git a/blake2/tests/data/blake2b/variable.blb b/blake2/tests-old/data/blake2b/variable.blb
similarity index 100%
rename from blake2/tests/data/blake2b/variable.blb
rename to blake2/tests-old/data/blake2b/variable.blb
diff --git a/blake2/tests/data/blake2s/mac.blb b/blake2/tests-old/data/blake2s/mac.blb
similarity index 100%
rename from blake2/tests/data/blake2s/mac.blb
rename to blake2/tests-old/data/blake2s/mac.blb
diff --git a/blake2/tests/data/blake2s/variable.blb b/blake2/tests-old/data/blake2s/variable.blb
similarity index 100%
rename from blake2/tests/data/blake2s/variable.blb
rename to blake2/tests-old/data/blake2s/variable.blb
diff --git a/blake2/tests/lib.rs b/blake2/tests-old/lib.rs
similarity index 100%
rename from blake2/tests/lib.rs
rename to blake2/tests-old/lib.rs
diff --git a/blake2/tests/mac.rs b/blake2/tests-old/mac.rs
similarity index 100%
rename from blake2/tests/mac.rs
rename to blake2/tests-old/mac.rs
diff --git a/blake2/tests/persona.rs b/blake2/tests-old/persona.rs
similarity index 100%
rename from blake2/tests/persona.rs
rename to blake2/tests-old/persona.rs
diff --git a/blake2/tests/fuzz_many.rs b/blake2/tests/fuzz_many.rs
new file mode 100644
index 000000000..697d3aa1a
--- /dev/null
+++ b/blake2/tests/fuzz_many.rs
@@ -0,0 +1,208 @@
+use arrayvec::ArrayVec;
+use rand::Rng;
+use rand::RngCore;
+use rand::SeedableRng;
+
+// Do more tests in release mode, but try to keep execution time under 1 sec.
+#[cfg(debug_assertions)]
+const NUM_TESTS: usize = 1_000;
+#[cfg(not(debug_assertions))]
+const NUM_TESTS: usize = 100_000;
+
+const BLAKE2B_MAX_LEN: usize = 3 * blake2::blake2b::BLOCKBYTES;
+const BLAKE2B_MAX_N: usize = 2 * blake2::blake2b::many::MAX_DEGREE;
+
+fn random_params_blake2b(rng: &mut rand_chacha::ChaChaRng) -> blake2::blake2b::Params {
+    let mut params = blake2::blake2b::Params::new();
+    // hash_length, key, and last_node are all things that need to be passed
+    // from the Params through to the State or whatever. Randomize those.
+    // Everything else just winds up in the state words and doesn't really need
+    // to be exercised here.
+    params.hash_length(rng.gen_range(1, blake2::blake2b::OUTBYTES + 1));
+    if rng.gen() {
+        let len: usize = rng.gen_range(1, blake2::blake2b::KEYBYTES + 1);
+        let key_buf = &[1; blake2::blake2b::KEYBYTES];
+        params.key(&key_buf[..len]);
+    }
+    params.last_node(rng.gen());
+    params
+}
+
+fn with_random_inputs_blake2b(mut f: impl FnMut(&[blake2::blake2b::Params], &[&[u8]])) {
+    let mut rng = rand_chacha::ChaChaRng::seed_from_u64(0);
+
+    // Generate randomized input buffers to reuse in each test case.
+    let mut input_bufs = [[0; BLAKE2B_MAX_LEN]; BLAKE2B_MAX_N];
+    for input in input_bufs.iter_mut() {
+        rng.fill_bytes(input);
+    }
+
+    for _ in 0..NUM_TESTS {
+        // Select a random number of random length input slices from the
+        // buffers.
+        let num_inputs: usize = rng.gen_range(0, BLAKE2B_MAX_N + 1);
+        let mut inputs = ArrayVec::<[&[u8]; BLAKE2B_MAX_N]>::new();
+        for i in 0..num_inputs {
+            let input_length = rng.gen_range(0, BLAKE2B_MAX_LEN + 1);
+            inputs.push(&input_bufs[i][..input_length]);
+        }
+
+        // For each input slice, create a random Params object.
+        let mut params = ArrayVec::<[blake2::blake2b::Params; BLAKE2B_MAX_N]>::new();
+        for _ in 0..num_inputs {
+            params.push(random_params_blake2b(&mut rng));
+        }
+
+        f(&params, &inputs);
+    }
+}
+
+#[test]
+fn fuzz_blake2b_hash_many() {
+    with_random_inputs_blake2b(|params, inputs| {
+        // Compute the hash of each input independently.
+        let mut expected = ArrayVec::<[blake2::blake2b::Hash; BLAKE2B_MAX_N]>::new();
+        for (param, input) in params.iter().zip(inputs.iter()) {
+            expected.push(param.hash(input));
+        }
+
+        // Now compute the same hashes in a batch, and check that this gives
+        // the same result.
+        let mut jobs: ArrayVec<[blake2::blake2b::many::HashManyJob; BLAKE2B_MAX_N]> = inputs
+            .iter()
+            .zip(params.iter())
+            .map(|(input, param)| blake2::blake2b::many::HashManyJob::new(param, input))
+            .collect();
+        blake2::blake2b::many::hash_many(&mut jobs);
+        for i in 0..jobs.len() {
+            assert_eq!(&expected[i], &jobs[i].to_hash(), "job {} mismatch", i);
+        }
+    });
+}
+
+#[test]
+fn fuzz_blake2b_update_many() {
+    with_random_inputs_blake2b(|params, inputs| {
+        // Compute the hash of each input independently. Feed each into the
+        // state twice, to exercise buffering.
+        let mut expected = ArrayVec::<[blake2::blake2b::Hash; BLAKE2B_MAX_N]>::new();
+        for (param, input) in params.iter().zip(inputs.iter()) {
+            let mut state = param.to_state();
+            state.update(input);
+            state.update(input);
+            expected.push(state.finalize());
+        }
+
+        // Now compute the same hashes in a batch, and check that this gives
+        // the same result.
+        let mut states = ArrayVec::<[blake2::blake2b::State; BLAKE2B_MAX_N]>::new();
+        for param in params {
+            states.push(param.to_state());
+        }
+        blake2::blake2b::many::update_many(states.iter_mut().zip(inputs.iter()));
+        blake2::blake2b::many::update_many(states.iter_mut().zip(inputs.iter()));
+        for i in 0..states.len() {
+            assert_eq!(2 * inputs[i].len() as u128, states[i].count());
+            assert_eq!(&expected[i], &states[i].finalize(), "state {} mismatch", i);
+        }
+    });
+}
+
+const BLAKE2S_MAX_LEN: usize = 3 * blake2::blake2s::BLOCKBYTES;
+const BLAKE2S_MAX_N: usize = 2 * blake2::blake2s::many::MAX_DEGREE;
+
+fn random_params_blake2s(rng: &mut rand_chacha::ChaChaRng) -> blake2::blake2s::Params {
+    let mut params = blake2::blake2s::Params::new();
+    // hash_length, key, and last_node are all things that need to be passed
+    // from the Params through to the State or whatever. Randomize those.
+    // Everything else just winds up in the state words and doesn't really need
+    // to be exercised here.
+    params.hash_length(rng.gen_range(1, blake2::blake2s::OUTBYTES + 1));
+    if rng.gen() {
+        let len: usize = rng.gen_range(1, blake2::blake2s::KEYBYTES + 1);
+        let key_buf = &[1; blake2::blake2s::KEYBYTES];
+        params.key(&key_buf[..len]);
+    }
+    params.last_node(rng.gen());
+    params
+}
+
+fn with_random_inputs_blake2s(mut f: impl FnMut(&[blake2::blake2s::Params], &[&[u8]])) {
+    let mut rng = rand_chacha::ChaChaRng::seed_from_u64(0);
+
+    // Generate randomized input buffers to reuse in each test case.
+    let mut input_bufs = [[0; BLAKE2S_MAX_LEN]; BLAKE2S_MAX_N];
+    for input in input_bufs.iter_mut() {
+        rng.fill_bytes(input);
+    }
+
+    for _ in 0..NUM_TESTS {
+        // Select a random number of random length input slices from the
+        // buffers.
+        let num_inputs: usize = rng.gen_range(0, BLAKE2S_MAX_N + 1);
+        let mut inputs = ArrayVec::<[&[u8]; BLAKE2S_MAX_N]>::new();
+        for i in 0..num_inputs {
+            let input_length = rng.gen_range(0, BLAKE2S_MAX_LEN + 1);
+            inputs.push(&input_bufs[i][..input_length]);
+        }
+
+        // For each input slice, create a random Params object.
+        let mut params = ArrayVec::<[blake2::blake2s::Params; BLAKE2S_MAX_N]>::new();
+        for _ in 0..num_inputs {
+            params.push(random_params_blake2s(&mut rng));
+        }
+
+        f(&params, &inputs);
+    }
+}
+
+#[test]
+fn fuzz_blake2s_hash_many() {
+    with_random_inputs_blake2s(|params, inputs| {
+        // Compute the hash of each input independently.
+        let mut expected = ArrayVec::<[blake2::blake2s::Hash; BLAKE2S_MAX_N]>::new();
+        for (param, input) in params.iter().zip(inputs.iter()) {
+            expected.push(param.hash(input));
+        }
+
+        // Now compute the same hashes in a batch, and check that this gives
+        // the same result.
+        let mut jobs: ArrayVec<[blake2::blake2s::many::HashManyJob; BLAKE2S_MAX_N]> = inputs
+            .iter()
+            .zip(params.iter())
+            .map(|(input, param)| blake2::blake2s::many::HashManyJob::new(param, input))
+            .collect();
+        blake2::blake2s::many::hash_many(&mut jobs);
+        for i in 0..jobs.len() {
+            assert_eq!(&expected[i], &jobs[i].to_hash(), "job {} mismatch", i);
+        }
+    });
+}
+
+#[test]
+fn fuzz_blake2s_update_many() {
+    with_random_inputs_blake2s(|params, inputs| {
+        // Compute the hash of each input independently. Feed each into the
+        // state twice, to exercise buffering.
+        let mut expected = ArrayVec::<[blake2::blake2s::Hash; BLAKE2S_MAX_N]>::new();
+        for (param, input) in params.iter().zip(inputs.iter()) {
+            let mut state = param.to_state();
+            state.update(input);
+            state.update(input);
+            expected.push(state.finalize());
+        }
+
+        // Now compute the same hashes in a batch, and check that this gives
+        // the same result.
+        let mut states = ArrayVec::<[blake2::blake2s::State; BLAKE2S_MAX_N]>::new();
+        for param in params {
+            states.push(param.to_state());
+        }
+        blake2::blake2s::many::update_many(states.iter_mut().zip(inputs.iter()));
+        blake2::blake2s::many::update_many(states.iter_mut().zip(inputs.iter()));
+        for i in 0..states.len() {
+            assert_eq!(2 * inputs[i].len() as u64, states[i].count());
+            assert_eq!(&expected[i], &states[i].finalize(), "state {} mismatch", i);
+        }
+    });
+}
diff --git a/blake2/tests/vector_tests.rs b/blake2/tests/vector_tests.rs
new file mode 100644
index 000000000..27ca5daed
--- /dev/null
+++ b/blake2/tests/vector_tests.rs
@@ -0,0 +1,276 @@
+//! The tests in this file run the standard set of test vectors from upstream:
+//! https://github.com/BLAKE2/BLAKE2/blob/320c325437539ae91091ce62efec1913cd8093c2/testvectors/blake2-kat.json
+//!
+//! Currently those cover default hashing and keyed hashing in BLAKE2b and BLAKE2bp. But they don't
+//! test the other associated data features, and they don't test any inputs longer than a couple
+//! blocks.
+
+use lazy_static::lazy_static;
+use serde::{Deserialize, Serialize};
+
+lazy_static! {
+    static ref TEST_CASES: Vec<TestCase> =
+        serde_json::from_str(include_str!("../../.kat/blake2-kat.json")).unwrap();
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+struct TestCase {
+    hash: String,
+    #[serde(rename = "in")]
+    in_: String,
+    key: String,
+    out: String,
+}
+
+#[test]
+fn blake2b_vectors() {
+    let mut test_num = 0u64;
+    for case in TEST_CASES.iter() {
+        if &case.hash == "blake2b" {
+            test_num += 1;
+            println!("input {:?}, key {:?}", case.in_, case.key);
+
+            let input_bytes = hex::decode(&case.in_).unwrap();
+            let mut params = blake2::blake2b::Params::new();
+            if !case.key.is_empty() {
+                let key_bytes = hex::decode(&case.key).unwrap();
+                params.key(&key_bytes);
+            }
+
+            // Assert the all-at-once result.
+            assert_eq!(case.out, &*params.hash(&input_bytes).to_hex());
+
+            // Assert the State result.
+            let mut state = params.to_state();
+            state.update(&input_bytes);
+            assert_eq!(case.out, &*state.finalize().to_hex());
+            assert_eq!(input_bytes.len() as u128, state.count());
+        }
+    }
+
+    // Make sure we don't accidentally skip all the tests somehow. If the
+    // number of test vectors changes in the future, we'll need to update this
+    // count.
+    assert_eq!(512, test_num);
+}
+
+#[test]
+fn blake2bp_vectors() {
+    let mut test_num = 0u64;
+    for case in TEST_CASES.iter() {
+        if &case.hash == "blake2bp" {
+            test_num += 1;
+            println!("input {:?}, key {:?}", case.in_, case.key);
+
+            let input_bytes = hex::decode(&case.in_).unwrap();
+            let mut params = blake2::blake2bp::Params::new();
+            if !case.key.is_empty() {
+                let key_bytes = hex::decode(&case.key).unwrap();
+                params.key(&key_bytes);
+            }
+
+            // Assert the all-at-once result.
+            assert_eq!(case.out, &*params.hash(&input_bytes).to_hex());
+
+            // Assert the State result.
+            let mut state = params.to_state();
+            state.update(&input_bytes);
+            assert_eq!(case.out, &*state.finalize().to_hex());
+            assert_eq!(input_bytes.len() as u128, state.count());
+        }
+    }
+
+    // Make sure we don't accidentally skip all the tests somehow. If the
+    // number of test vectors changes in the future, we'll need to update this
+    // count.
+    assert_eq!(512, test_num);
+}
+
+#[test]
+fn blake2s_vectors() {
+    let mut test_num = 0u64;
+    for case in TEST_CASES.iter() {
+        if &case.hash == "blake2s" {
+            test_num += 1;
+            println!("input {:?}, key {:?}", case.in_, case.key);
+
+            let input_bytes = hex::decode(&case.in_).unwrap();
+            let mut params = blake2::blake2s::Params::new();
+            if !case.key.is_empty() {
+                let key_bytes = hex::decode(&case.key).unwrap();
+                params.key(&key_bytes);
+            }
+
+            // Assert the all-at-once result.
+            assert_eq!(case.out, &*params.hash(&input_bytes).to_hex());
+
+            // Assert the State result.
+            let mut state = params.to_state();
+            state.update(&input_bytes);
+            assert_eq!(case.out, &*state.finalize().to_hex());
+            assert_eq!(input_bytes.len() as u64, state.count());
+        }
+    }
+
+    // Make sure we don't accidentally skip all the tests somehow. If the
+    // number of test vectors changes in the future, we'll need to update this
+    // count.
+    assert_eq!(512, test_num);
+}
+
+#[test]
+fn blake2sp_vectors() {
+    let mut test_num = 0u64;
+    for case in TEST_CASES.iter() {
+        if &case.hash == "blake2sp" {
+            test_num += 1;
+            println!("input {:?}, key {:?}", case.in_, case.key);
+
+            let input_bytes = hex::decode(&case.in_).unwrap();
+            let mut params = blake2::blake2sp::Params::new();
+            if !case.key.is_empty() {
+                let key_bytes = hex::decode(&case.key).unwrap();
+                params.key(&key_bytes);
+            }
+
+            // Assert the all-at-once result.
+            assert_eq!(case.out, &*params.hash(&input_bytes).to_hex());
+
+            // Assert the State result.
+            let mut state = params.to_state();
+            state.update(&input_bytes);
+            assert_eq!(case.out, &*state.finalize().to_hex());
+            assert_eq!(input_bytes.len() as u64, state.count());
+        }
+    }
+
+    // Make sure we don't accidentally skip all the tests somehow. If the
+    // number of test vectors changes in the future, we'll need to update this
+    // count.
+    assert_eq!(512, test_num);
+}
+
+fn blake2x_test<F: Fn(&[u8], &[u8], u64) -> Vec<u8>, F2: Fn(&[u8], u64, usize) -> Vec<u8>>(
+    h0_hasher: F,
+    b2_hasher: F2,
+    variant_hash_length: usize,
+    variant_name: &str,
+) {
+    let mut test_num = 0u64;
+    for case in TEST_CASES.iter() {
+        if &case.hash == variant_name {
+            test_num += 1;
+
+            let input_bytes = hex::decode(&case.in_).unwrap();
+            let key = if !case.key.is_empty() {
+                hex::decode(&case.key).unwrap()
+            } else {
+                vec![]
+            };
+
+            let output_length = case.out.len() / 2;
+
+            // BLAKE2X divides the underlying hash node_offset into two parts - node_offset
+            // and xof_digest_length. This is the encoding of xof_digest_length in the
+            // correct position in the node_offset.
+            let combined_node_offset_xof_length = (output_length as u64) << 32;
+            let h0 = h0_hasher(&input_bytes, &key, combined_node_offset_xof_length);
+
+            let mut buf = vec![];
+            let mut b2_hash_index = 0;
+            while buf.len() < output_length {
+                let hash_length = {
+                    // Is this the last hash and the digest length doesn't divide the output
+                    // length?
+                    if output_length - buf.len() < variant_hash_length
+                        && (output_length % variant_hash_length) != 0
+                    {
+                        output_length % variant_hash_length
+                    } else {
+                        variant_hash_length
+                    }
+                };
+
+                let b2_out = b2_hasher(
+                    &h0,
+                    (b2_hash_index as u64) | combined_node_offset_xof_length,
+                    hash_length,
+                );
+                buf.extend_from_slice(&b2_out);
+                b2_hash_index += 1;
+            }
+            assert_eq!(case.out, hex::encode(&buf[..output_length]));
+        }
+    }
+
+    // Make sure we don't accidentally skip all the tests somehow. If the
+    // number of test vectors changes in the future, we'll need to update this
+    // count.
+    assert_eq!(512, test_num);
+}
+
+#[test]
+fn blake2xs_vectors() {
+    let blake2xs_h0_hasher =
+        |input_bytes: &[u8], key: &[u8], combined_node_offset_xof_length: u64| -> Vec<u8> {
+            let mut params = blake2::blake2s::Params::new();
+            let h0 = params
+                .key(key)
+                .hash_length(32)
+                .node_offset(combined_node_offset_xof_length)
+                .hash(&input_bytes)
+                .as_bytes()
+                .to_vec();
+            h0
+        };
+    let blake2xs_b2_hasher =
+        |input_bytes: &[u8], combined_node_offset_xof_length: u64, hash_length: usize| -> Vec<u8> {
+            let mut params = blake2::blake2s::Params::new();
+            let b2_out = params
+                .hash_length(hash_length)
+                .max_leaf_length(32)
+                .inner_hash_length(32)
+                .fanout(0)
+                .max_depth(0)
+                .node_offset(combined_node_offset_xof_length)
+                .hash(&input_bytes)
+                .as_bytes()
+                .to_vec();
+            b2_out
+        };
+
+    blake2x_test(blake2xs_h0_hasher, blake2xs_b2_hasher, 32, "blake2xs");
+}
+
+#[test]
+fn blake2xb_vectors() {
+    let blake2xb_h0_hasher =
+        |input_bytes: &[u8], key: &[u8], combined_node_offset_xof_length: u64| -> Vec<u8> {
+            let mut params = blake2::blake2b::Params::new();
+            let h0 = params
+                .key(key)
+                .hash_length(64)
+                .node_offset(combined_node_offset_xof_length)
+                .hash(&input_bytes)
+                .as_bytes()
+                .to_vec();
+            h0
+        };
+    let blake2xb_b2_hasher =
+        |input_bytes: &[u8], combined_node_offset_xof_length: u64, hash_length: usize| -> Vec<u8> {
+            let mut params = blake2::blake2b::Params::new();
+            let b2_out = params
+                .hash_length(hash_length)
+                .max_leaf_length(64)
+                .inner_hash_length(64)
+                .fanout(0)
+                .max_depth(0)
+                .node_offset(combined_node_offset_xof_length)
+                .hash(&input_bytes)
+                .as_bytes()
+                .to_vec();
+            b2_out
+        };
+
+    blake2x_test(blake2xb_h0_hasher, blake2xb_b2_hasher, 64, "blake2xb");
+}