diff --git a/.github/workflows/generate_docs.yml b/.github/workflows/generate_docs.yml
new file mode 100644
index 0000000..97fa5c8
--- /dev/null
+++ b/.github/workflows/generate_docs.yml
@@ -0,0 +1,62 @@
+name: Generate docs
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    container: gntouts/vacceldoc:0.1.0
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          submodules: recursive
+      - name: Generate docs
+        env:
+          VACCEL_BACKENDS: /usr/local/lib/libvaccel-noop.so
+          LD_LIBRARY_PATH: /usr/local/lib
+          PYTHONPATH: .
+        run: |
+          /bin/bash _docs/autogen.sh
+      - name: Verify generation
+        run: |
+          ls _docs/docs
+      
+      # FIXME: add text manipulation steps (?)
+      - name: Format generated docs
+        shell: bash
+        run: |
+          echo "Removing <kbd> tags"
+          sed -i 's/<kbd>//g' _docs/docs/*.md
+          sed -i 's/<\/kbd>//g' _docs/docs/*.md
+          echo "Removing lazydocs watermark"
+          sed -i "s/_This file was automatically generated via \[lazydocs\]//g" _docs/docs/*.md
+          sed -i "s/(https:\/\/github.com\/ml-tooling\/lazydocs)._//g" _docs/docs/*.md
+      # FIXME: push to vaccel-docs
+      - name: Push to vaccel-docs
+        uses: datalbry/copy_folder_to_another_repo_action@1.0.0
+        env:
+          API_TOKEN_GITHUB: ${{ secrets.NBFC_BUILDER_TOKEN }}
+        with:
+          source_folder: '_docs/docs'
+          destination_repo: 'nubificus/vaccel-docs'
+          destination_folder: 'docs/python'
+          user_email: 'ananos@nubificus.co.uk'
+          user_name: 'ananos'
+          commit_msg: '[GHA] Update the doc files for the Python API.'
+          destination_branch: 'feat_python_api'
+
+# TODO:
+# Verify last step works
+# Add overview-file (lazydocs)
+# Add src-base-url (lazydocs)
+# Add version (lazydocs)
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index d790e33..9bcbeab 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -40,14 +40,14 @@ jobs:
           echo "ARTIFACT_SHA=$(echo ${GITHUB_REF##*/})" >> $GITHUB_ENV
         fi
 
-    - name: Update python to 3.7
+    - name: Update python to 3.7 (optional)
       run: |
-        sudo apt install -y python3.7 python3.7-dev python3.7-venv
-
+        sudo apt install -y python3.7 python3.7-dev python3.7-venv || true
+        sudo update-alternatives --set python3 /usr/bin/python3.7 || true
 
     - name: Create python isolated env
       run: |
-        python3.7 -m venv .venv
+        python3 -m venv .venv
 
     - name: Install python dependencies
       run: |
diff --git a/.gitignore b/.gitignore
index 2319a34..c70b69d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,4 @@ __pycache__/
 .pytest_cache/
 env/
 .coverage
+_docs/docs
\ No newline at end of file
diff --git a/User_Guide.md b/User_Guide.md
index 0a9588d..cacd276 100644
--- a/User_Guide.md
+++ b/User_Guide.md
@@ -2,7 +2,7 @@
 
 This document briefly describes the process to use vAccel from Python programs.
 
-- [Build from Source](#build-from-source) or [get the binary packages](#Get-the-binary-packages) [currently only for Debian/Ubuntu variants and pip]
+- [Build from Source](#build-from-source) or [get the binary packages](#get-the-binary-packages) [currently only for Debian/Ubuntu variants and pip]
 - Run a [simple example](#simple-example) [using the `noop` plugin]
 - Run a more [elaborate example](#jetson-example) [using the `jetson-inference` plugin]
 
@@ -15,10 +15,11 @@ vAccel components.
 
 You can install vAccelRT (in `/usr/local`) using the following commands:
 
-```
+```bash
 wget https://s3.nbfc.io/nbfc-assets/github/vaccelrt/master/x86_64/Release-deb/vaccel-0.5.0-Linux.deb
 sudo dpkg -i vaccel-0.5.0-Linux.deb
 ```
+
 ### Get python bindings
 
 #### Prerequisites
@@ -33,14 +34,14 @@ sudo apt-get install -y python3-dev python3-venv python3-pip
 
 To install the python bindings we use a whl package. Create a fresh virtual environment and install the package there:
 
-```
+```bash
 python3 -m venv .vaccel-venv
 .vaccel-venv/bin/pip3 install https://s3.nbfc.io/nbfc-assets/github/python-vaccel/main/x86_64/vaccel-python-0.0.1.tar.gz
 ```
 
 ## Build from Source
 
-### Prerequisites
+### Prerequisites for building
 
 In Ubuntu-based systems, you need to have the following packages to build `vaccelrt`:
 
@@ -86,7 +87,7 @@ Install **vaccelrt**:
 sudo dpkg -i vaccel*.deb
 ```
 
-<hr>
+***
 
 ### Build the Python package
 
@@ -140,7 +141,7 @@ Donwload an adorable kitten photo:
 wget https://i.imgur.com/aSuOWgU.jpeg -O cat.jpeg
 ```
 
-<hr>
+***
 
 Create a new python file called **cat.py** and add the following lines:
 
@@ -195,12 +196,13 @@ on a host with nvidia-container-runtime installed.
 
 so, assuming our code is in `/data/code` let's spawn our container and see this in action:
 
-```
+```bash
 docker run --gpus 0 --rm -it -v/data/code:/data/ -w /data nubificus/jetson-inference-updated:x86_64 /bin/bash
 ```
+
 Afterwards, the steps are more or less the same as above. Install the vAccelRT package:
 
-```
+```bash
 root@32e90efe86b9:/data/code# wget https://s3.nbfc.io/nbfc-assets/github/vaccelrt/master/x86_64/Release-deb/vaccel-0.5.0-Linux.deb
 --2022-11-05 13:43:43--  https://s3.nbfc.io/nbfc-assets/github/vaccelrt/master/x86_64/Release-deb/vaccel-0.5.0-Linux.deb
 Resolving s3.nbfc.io (s3.nbfc.io)... 84.254.1.240
@@ -223,7 +225,7 @@ Setting up vaccel (0.5.0) ...
 
 Get and install the jetson plugin:
 
-```
+```bash
 root@32e90efe86b9:/data/code# wget https://s3.nubificus.co.uk/nbfc-assets/github/vaccelrt/plugins/jetson_inference/master/x86_64/vaccelrt-plugin-jetson-0.1-Linux.deb
 --2022-11-05 14:45:53--  https://s3.nubificus.co.uk/nbfc-assets/github/vaccelrt/plugins/jetson_inference/master/x86_64/vaccelrt-plugin-jetson-0.1-Linux.deb
 Resolving s3.nubificus.co.uk (s3.nubificus.co.uk)... 84.254.1.240
@@ -245,7 +247,7 @@ Setting up vaccelrt-plugin-jetson (0.1) ...
 
 Install the bindings:
 
-```
+```bash
 root@32e90efe86b9:/data/code# .vaccel-venv/bin/pip3 install https://s3.nbfc.io/nbfc-assets/github/python-vaccel/main/x86_64/vaccel-2022.11.5.tar.gz
 Collecting https://s3.nbfc.io/nbfc-assets/github/python-vaccel/main/x86_64/vaccel-2022.11.5.tar.gz
   Downloading https://s3.nbfc.io/nbfc-assets/github/python-vaccel/main/x86_64/vaccel-2022.11.5.tar.gz (23 kB)
@@ -265,10 +267,9 @@ Installing collected packages: pycparser, cffi, vaccel
 Successfully installed cffi-1.15.1 pycparser-2.21 vaccel-2022.11.5
 ```
 
-
 Now let's go ahead and run the example!
 
-```
+```bash
 root@32e90efe86b9:/data/code# export LD_LIBRARY_PATH=/usr/local/lib/
 root@32e90efe86b9:/data/code# export VACCEL_BACKENDS=/usr/local/lib/libvaccel-jetson.so
 root@32e90efe86b9:/data/code# export VACCEL_IMAGENET_NETWORKS=/data/code/networks
@@ -407,7 +408,6 @@ imagenet: shutting down...
 Shutting down vAccel
 ```
 
-
 #### `aarch64`
 
 For aarch64 things are more or less the same. We run the example on a Jetson
@@ -419,7 +419,8 @@ the python bindings so assuming there's a Jetson Linux distro with Jetpack
 installed:
 
 - install jetson-inference:
-```
+
+```bash
 git clone --recursive https://github.com/dusty-nv/jetson-inference
 cd jetson-inference 
 mkdir build
@@ -430,27 +431,28 @@ make install
 
 - install vAccelRT:
 
-```
+```bash
 wget https://s3.nubificus.co.uk/nbfc-assets/github/vaccelrt/master/aarch64/Release-deb/vaccel-0.5.0-Linux.deb
 dpkg -i vaccel-0.5.0-Linux.deb
 ```
 
 - install the jetson plugin:
 
-```
+```bash
 wget https://s3.nubificus.co.uk/nbfc-assets/github/vaccelrt/plugins/jetson_inference/master/aarch64/vaccelrt-plugin-jetson-0.1-Linux.deb
 dpkg -i vaccelrt-plugin-jetson-0.1-Linux.deb
 ```
 
 - install python bindings in a virtual env:
-```
+
+```bash
 python3 -m venv .vaccel-venv
 .vaccel-venv/bin/pip3 install https://s3.nbfc.io/nbfc-assets/github/python-vaccel/main/aarch64/vaccel-2022.11.5.tar.gz
 ```
 
 - run the example:
 
-```
+```bash
 # .vaccel-venv/bin/python3 cat.py
 Loading libvaccel
 2022.11.05-20:25:12.79 - <debug> Initializing vAccel
@@ -594,35 +596,40 @@ Shutting down vAccel
 [Jetson-inference](https://github.com/dusty-nv/jetson-inference) is an suite of
 tools built around TensorRT to expose an image inference API. Installing this
 suite on x86 used to be a real challenge (kind of still is), but things are
-getting better! 
+getting better!
 
 We use a container file to capture the individual steps to install jetson inference. Assuming the host is debian-based (we tried that on Ubuntu 20.04), and has a recent NVIDIA driver (`520.61.05`) we follow the steps below:
 
 - clone the container repo:
-```
+
+```bash
 git clone https://github.com/nubificus/jetson-inference-container
 ```
+
 - build the container image:
-```
+
+```bash
 docker build -t nubificus/jetson-inference-updated:x86_64 -f Dockerfile .
 ```
+
 or just get the one we've built (could take some time, i'ts 12GB...):
 
-```
+```bash
 docker pull nubificus/jetson-inference-updated:x86_64
 ```
+
 - run the `jetson-inference` example:
 
 Run the container:
 
-```
+```bash
 # docker run --gpus all --rm -it -v/data/code:/data/code -w $PWD nubificus/jetson-inference-updated:x86_64 /bin/bash
 root@9f5224cb28cc:/data/code#
 ```
-Use pre-installed example images and models to do image inference:
 
+Use pre-installed example images and models to do image inference:
 
-```
+```bash
 root@9f5224cb28cc:/data/code# ln -s /usr/local/data/images .
 root@9f5224cb28cc:/data/code# ln -s /usr/local/data/networks .
 
@@ -791,7 +798,8 @@ imagenet:  shutdown complete.
 ```
 
 **Note**: _The first time the engine needs to do some autotuning, so it will take some time and drop output similar to the one below_:
-```
+
+```bash
 ...
 [TRT]    Tactic: 0x89c2d153627e52ba Time: 0.0134678
 [TRT]    loss3/classifier Set Tactic Name: volta_h884cudnn_256x128_ldg8_relu_exp_small_nhwc_tn_v1 Tactic: 0xc110e19c9f5aa36e
@@ -836,7 +844,6 @@ imagenet:  shutdown complete.
 
 **Note**: _If you want to avoid that everytime you run the container, keep the networks folder outside the container and bind mount it (eg. in the `/data/code` path). That is, instead of doing `ln -s /usr/local/data/networks .` do a `cp -avf /usr/local/data/networks .`. Thus, every time you re-run the example using this folder, the auto-tuned engine will be there._
 
-
 ## Appendix I Build a jetson-inference container image
 
 We only need this for `x86_64` Hosts, as for the `aarch64` case,
@@ -918,7 +925,6 @@ docker build -t jetson-inference:x86_64 -f Dockerfile .
 
 expect a lot of output, and about ~15' on a generic machine (6 cores, 16GB of RAM).
 
-
 and run an example:
 
 ```console
@@ -1080,4 +1086,3 @@ imagenet:  shutting down...
 )
 imagenet:  shutdown complete.
 ```
-
diff --git a/_docs/Dockerfile b/_docs/Dockerfile
new file mode 100644
index 0000000..f88999b
--- /dev/null
+++ b/_docs/Dockerfile
@@ -0,0 +1,23 @@
+FROM ubuntu:latest
+
+RUN DEBIAN_FRONTEND=noninteractive apt-get update && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y \
+    python3-venv \
+    python3-pip \
+    python3-dev \
+    wget \
+    git \
+    build-essential \
+    cmake
+
+WORKDIR /venv/
+
+RUN python3 -m venv .env && \
+    /bin/bash -c "source .env/bin/activate && \
+        pip install --upgrade pip && \
+        pip install lazydocs flake8 \
+            build setuptools \
+            cffi pytest pytest-cov \
+            datestamp cmake_build_extension"
+
+WORKDIR /workspace/
\ No newline at end of file
diff --git a/_docs/README.md b/_docs/README.md
new file mode 100644
index 0000000..7fec361
--- /dev/null
+++ b/_docs/README.md
@@ -0,0 +1,3 @@
+# _docs
+
+This directory holds the Dockerfile and the bash script used to autogenerate the docs.
diff --git a/_docs/autogen.sh b/_docs/autogen.sh
new file mode 100644
index 0000000..1e34756
--- /dev/null
+++ b/_docs/autogen.sh
@@ -0,0 +1,12 @@
+#!/bin/bash
+source /venv/.env/bin/activate
+wget https://s3.nbfc.io/nbfc-assets/github/vaccelrt/master/x86_64/Release-deb/vaccel-0.5.0-Linux.deb
+dpkg -i vaccel-0.5.0-Linux.deb
+rm -fr vaccel-0.5.0-Linux.deb
+python builder.py
+export VACCEL_BACKENDS=/usr/local/lib/libvaccel-noop.so 
+export LD_LIBRARY_PATH=/usr/local/lib 
+export PYTHONPATH=$PYTHONPATH:.
+python setup.py install
+rm -fr ./dist ./build ./.eggs ./vaccel_python.egg*
+lazydocs vaccel --overview-file index --src-base-url https://github.com/nubificus/python-vaccel --output-path ./_docs/docs
\ No newline at end of file
diff --git a/builder.py b/builder.py
index 31aa449..3a1da76 100644
--- a/builder.py
+++ b/builder.py
@@ -10,6 +10,8 @@
         #include <tf_model.h>
         #include <ops/tf.h>
         #include <ops/noop.h>
+        #include <ops/blas.h>
+        #include <ops/minmax.h>
         #include <ops/genop.h>
         #include <ops/image.h>
         #include <resources/tf_saved_model.h>
@@ -225,5 +227,47 @@
 """
                 )
 
+#Blas
+ffibuilder.cdef("""
+int vaccel_sgemm(struct vaccel_session *sess,
+	int64_t m, int64_t n, int64_t k,
+	float alpha,
+	float *a, int64_t lda,
+	float *b, int64_t ldb,
+	float beta,
+	float *c, int64_t ldc);
+"""
+)
+
+#MinMax
+ffibuilder.cdef("""
+int vaccel_minmax(struct vaccel_session *sess,
+        const double *indata, int ndata,
+        int low_threshold, int high_threshold,
+        double *outdata,
+        double *min, double *max);
+"""
+)
+
+#Array copy
+ffibuilder.cdef("""
+int vaccel_fpga_arraycopy(struct vaccel_session *session, int *a, int *b,size_t c);
+"""
+)
+
+#Vector add
+ffibuilder.cdef("""
+int vaccel_fpga_vadd(struct vaccel_session *session, float *a, float *b,
+	float *c, size_t len_a, size_t len_b);
+"""
+)
+
+#Parallel
+ffibuilder.cdef("""
+int vaccel_fpga_parallel(struct vaccel_session *session, float *a, float *b,
+	float *add_out, float *mult_out, size_t len_a);
+"""
+)
+
 if __name__ == "__main__":
     ffibuilder.compile(verbose=True)
diff --git a/input_262144.csv b/input_262144.csv
new file mode 100755
index 0000000..d7ded1f
--- /dev/null
+++ b/input_262144.csv
@@ -0,0 +1,262144 @@
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\ No newline at end of file
diff --git a/tests/test_minmax.py b/tests/test_minmax.py
new file mode 100644
index 0000000..dd004f4
--- /dev/null
+++ b/tests/test_minmax.py
@@ -0,0 +1,7 @@
+from vaccel.minmax import MinMax
+
+source = "/usr/local/share/input/input_262144.csv"
+
+def test_min_max_genop():
+    res = MinMax.minmax(indata=262144, ndata=source, low_threshold=10, high_threshold=5000)
+    assert res[1] == 10000.0 and res[2] == -1.0
diff --git a/tests/test_pynq_ops.py b/tests/test_pynq_ops.py
new file mode 100644
index 0000000..e52f48b
--- /dev/null
+++ b/tests/test_pynq_ops.py
@@ -0,0 +1,15 @@
+from vaccel.pynq_array_copy import Pynq_array_copy
+from vaccel.pynq_parallel import Pynq_parallel
+from vaccel.pynq_vector_add import Pynq_vector_add
+
+def test_pynq_array_copy_genop():
+    res = Pynq_array_copy.pynq_arr_copy(a=1)
+    assert res
+
+def test_pynq_parallel_genop():
+    res = Pynq_parallel.pynq_parellel(a=1.0, len_a=1)
+    assert res
+
+def test_pynq_vector_add_genop():
+    res = Pynq_vector_add.pynq_vector_add(len_a=1, len_b=1)
+    assert res
diff --git a/tests/test_sgemm.py b/tests/test_sgemm.py
new file mode 100644
index 0000000..05176c6
--- /dev/null
+++ b/tests/test_sgemm.py
@@ -0,0 +1,5 @@
+from vaccel.sgemm import Sgemm
+
+def test_sgemm_genop():
+    res = Sgemm.sgemm(m=512, n=512, k=512, alpha=32412.000000, lda=512, ldb=512, beta=2123.000000)
+    assert res == ("")
\ No newline at end of file
diff --git a/vaccel/__init__.py b/vaccel/__init__.py
index 99f6a86..e60db60 100644
--- a/vaccel/__init__.py
+++ b/vaccel/__init__.py
@@ -1,4 +1,4 @@
-__version__ = '2022.11.2'
+__version__ = '2022.12.19'
 __vaccel__ = '0.1.0'
 
 import os
diff --git a/vaccel/__init__.pyc b/vaccel/__init__.pyc
new file mode 100644
index 0000000..3ed1f49
Binary files /dev/null and b/vaccel/__init__.pyc differ
diff --git a/vaccel/_vaccel.c b/vaccel/_vaccel.c
index bfac9b1..02626c8 100644
--- a/vaccel/_vaccel.c
+++ b/vaccel/_vaccel.c
@@ -571,6 +571,8 @@ static void (*_cffi_call_python_org)(struct _cffi_externpy_s *, char *);
         #include <tf_model.h>
         #include <ops/tf.h>
         #include <ops/noop.h>
+        #include <ops/blas.h>
+        #include <ops/minmax.h>
         #include <ops/genop.h>
         #include <ops/image.h>
         #include <resources/tf_saved_model.h>
@@ -581,112 +583,158 @@ static void (*_cffi_call_python_org)(struct _cffi_externpy_s *, char *);
 
 static void *_cffi_types[] = {
 /*  0 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_op *)
-/*  1 */ _CFFI_OP(_CFFI_OP_POINTER, 89), // struct vaccel_op *
+/*  1 */ _CFFI_OP(_CFFI_OP_POINTER, 135), // struct vaccel_op *
 /*  2 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
 /*  3 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_op *, size_t)
 /*  4 */ _CFFI_OP(_CFFI_OP_NOOP, 1),
 /*  5 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28), // size_t
 /*  6 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
 /*  7 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_plugin *)
-/*  8 */ _CFFI_OP(_CFFI_OP_POINTER, 90), // struct vaccel_plugin *
+/*  8 */ _CFFI_OP(_CFFI_OP_POINTER, 136), // struct vaccel_plugin *
 /*  9 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
 /* 10 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *)
-/* 11 */ _CFFI_OP(_CFFI_OP_POINTER, 92), // struct vaccel_session *
+/* 11 */ _CFFI_OP(_CFFI_OP_POINTER, 138), // struct vaccel_session *
 /* 12 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 13 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_arg *, int, struct vaccel_arg *, int)
+/* 13 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, double const *, int, int, int, double *, double *, double *)
 /* 14 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 15 */ _CFFI_OP(_CFFI_OP_POINTER, 88), // struct vaccel_arg *
+/* 15 */ _CFFI_OP(_CFFI_OP_POINTER, 131), // double const *
 /* 16 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7), // int
-/* 17 */ _CFFI_OP(_CFFI_OP_NOOP, 15),
+/* 17 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
 /* 18 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
-/* 19 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 20 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_resource *)
-/* 21 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 22 */ _CFFI_OP(_CFFI_OP_POINTER, 91), // struct vaccel_resource *
-/* 23 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 24 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_tf_saved_model *, struct vaccel_tf_status *)
-/* 25 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 26 */ _CFFI_OP(_CFFI_OP_POINTER, 96), // struct vaccel_tf_saved_model *
-/* 27 */ _CFFI_OP(_CFFI_OP_POINTER, 97), // struct vaccel_tf_status *
-/* 28 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 29 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_tf_saved_model const *, struct vaccel_tf_buffer const *, struct vaccel_tf_node const *, struct vaccel_tf_tensor * const *, int, struct vaccel_tf_node const *, struct vaccel_tf_tensor * *, int, struct vaccel_tf_status *)
-/* 30 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 31 */ _CFFI_OP(_CFFI_OP_POINTER, 96), // struct vaccel_tf_saved_model const *
-/* 32 */ _CFFI_OP(_CFFI_OP_POINTER, 93), // struct vaccel_tf_buffer const *
-/* 33 */ _CFFI_OP(_CFFI_OP_POINTER, 95), // struct vaccel_tf_node const *
-/* 34 */ _CFFI_OP(_CFFI_OP_POINTER, 98), // struct vaccel_tf_tensor * const *
-/* 35 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
-/* 36 */ _CFFI_OP(_CFFI_OP_NOOP, 33),
-/* 37 */ _CFFI_OP(_CFFI_OP_POINTER, 98), // struct vaccel_tf_tensor * *
-/* 38 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
-/* 39 */ _CFFI_OP(_CFFI_OP_NOOP, 27),
-/* 40 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 41 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, uint32_t)
-/* 42 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 43 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 22), // uint32_t
+/* 19 */ _CFFI_OP(_CFFI_OP_POINTER, 131), // double *
+/* 20 */ _CFFI_OP(_CFFI_OP_NOOP, 19),
+/* 21 */ _CFFI_OP(_CFFI_OP_NOOP, 19),
+/* 22 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 23 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, float *, float *, float *, float *, size_t)
+/* 24 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 25 */ _CFFI_OP(_CFFI_OP_POINTER, 50), // float *
+/* 26 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 27 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 28 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 29 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 30 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 31 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, float *, float *, float *, size_t, size_t)
+/* 32 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 33 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 34 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 35 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 36 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 37 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 38 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 39 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, int *, int *, size_t)
+/* 40 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 41 */ _CFFI_OP(_CFFI_OP_POINTER, 16), // int *
+/* 42 */ _CFFI_OP(_CFFI_OP_NOOP, 41),
+/* 43 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
 /* 44 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 45 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, void const *, unsigned char *, size_t, size_t)
+/* 45 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, int64_t, int64_t, int64_t, float, float *, int64_t, float *, int64_t, float, float *, int64_t)
 /* 46 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 47 */ _CFFI_OP(_CFFI_OP_POINTER, 104), // void const *
-/* 48 */ _CFFI_OP(_CFFI_OP_POINTER, 101), // unsigned char *
-/* 49 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
-/* 50 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
-/* 51 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 52 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, void const *, unsigned char *, unsigned char *, size_t, size_t, size_t)
-/* 53 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
-/* 54 */ _CFFI_OP(_CFFI_OP_NOOP, 47),
-/* 55 */ _CFFI_OP(_CFFI_OP_NOOP, 48),
-/* 56 */ _CFFI_OP(_CFFI_OP_NOOP, 48),
-/* 57 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
-/* 58 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
-/* 59 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
-/* 60 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 61 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_model *)
-/* 62 */ _CFFI_OP(_CFFI_OP_POINTER, 94), // struct vaccel_tf_model *
-/* 63 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 64 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_model *, char const *)
-/* 65 */ _CFFI_OP(_CFFI_OP_NOOP, 62),
-/* 66 */ _CFFI_OP(_CFFI_OP_POINTER, 84), // char const *
-/* 67 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 68 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_model *, uint8_t const *, size_t)
-/* 69 */ _CFFI_OP(_CFFI_OP_NOOP, 62),
-/* 70 */ _CFFI_OP(_CFFI_OP_POINTER, 100), // uint8_t const *
-/* 71 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
-/* 72 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 73 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_saved_model *)
-/* 74 */ _CFFI_OP(_CFFI_OP_NOOP, 26),
-/* 75 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 76 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_saved_model *, char const *)
-/* 77 */ _CFFI_OP(_CFFI_OP_NOOP, 26),
-/* 78 */ _CFFI_OP(_CFFI_OP_NOOP, 66),
-/* 79 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 80 */ _CFFI_OP(_CFFI_OP_FUNCTION, 102), // vaccel_id_t()(struct vaccel_tf_model const *)
-/* 81 */ _CFFI_OP(_CFFI_OP_POINTER, 94), // struct vaccel_tf_model const *
-/* 82 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
-/* 83 */ _CFFI_OP(_CFFI_OP_POINTER, 84), // char *
-/* 84 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 2), // char
-/* 85 */ _CFFI_OP(_CFFI_OP_ENUM, 0), // enum vaccel_tf_data_type
-/* 86 */ _CFFI_OP(_CFFI_OP_POINTER, 87), // int64_t *
-/* 87 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23), // int64_t
-/* 88 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 0), // struct vaccel_arg
-/* 89 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 1), // struct vaccel_op
-/* 90 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 2), // struct vaccel_plugin
-/* 91 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 3), // struct vaccel_resource
-/* 92 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 4), // struct vaccel_session
-/* 93 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 5), // struct vaccel_tf_buffer
-/* 94 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 6), // struct vaccel_tf_model
-/* 95 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 7), // struct vaccel_tf_node
-/* 96 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 8), // struct vaccel_tf_saved_model
-/* 97 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 9), // struct vaccel_tf_status
-/* 98 */ _CFFI_OP(_CFFI_OP_POINTER, 99), // struct vaccel_tf_tensor *
-/* 99 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 10), // struct vaccel_tf_tensor
-/* 100 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 18), // uint8_t
-/* 101 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 4), // unsigned char
-/* 102 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, _cffi_prim_int(sizeof(vaccel_id_t), (
+/* 47 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23), // int64_t
+/* 48 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23),
+/* 49 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23),
+/* 50 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 13), // float
+/* 51 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 52 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23),
+/* 53 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 54 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23),
+/* 55 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 13),
+/* 56 */ _CFFI_OP(_CFFI_OP_NOOP, 25),
+/* 57 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 23),
+/* 58 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 59 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_arg *, int, struct vaccel_arg *, int)
+/* 60 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 61 */ _CFFI_OP(_CFFI_OP_POINTER, 134), // struct vaccel_arg *
+/* 62 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
+/* 63 */ _CFFI_OP(_CFFI_OP_NOOP, 61),
+/* 64 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
+/* 65 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 66 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_resource *)
+/* 67 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 68 */ _CFFI_OP(_CFFI_OP_POINTER, 137), // struct vaccel_resource *
+/* 69 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 70 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_tf_saved_model *, struct vaccel_tf_status *)
+/* 71 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 72 */ _CFFI_OP(_CFFI_OP_POINTER, 142), // struct vaccel_tf_saved_model *
+/* 73 */ _CFFI_OP(_CFFI_OP_POINTER, 143), // struct vaccel_tf_status *
+/* 74 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 75 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, struct vaccel_tf_saved_model const *, struct vaccel_tf_buffer const *, struct vaccel_tf_node const *, struct vaccel_tf_tensor * const *, int, struct vaccel_tf_node const *, struct vaccel_tf_tensor * *, int, struct vaccel_tf_status *)
+/* 76 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 77 */ _CFFI_OP(_CFFI_OP_POINTER, 142), // struct vaccel_tf_saved_model const *
+/* 78 */ _CFFI_OP(_CFFI_OP_POINTER, 139), // struct vaccel_tf_buffer const *
+/* 79 */ _CFFI_OP(_CFFI_OP_POINTER, 141), // struct vaccel_tf_node const *
+/* 80 */ _CFFI_OP(_CFFI_OP_POINTER, 144), // struct vaccel_tf_tensor * const *
+/* 81 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
+/* 82 */ _CFFI_OP(_CFFI_OP_NOOP, 79),
+/* 83 */ _CFFI_OP(_CFFI_OP_POINTER, 144), // struct vaccel_tf_tensor * *
+/* 84 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 7),
+/* 85 */ _CFFI_OP(_CFFI_OP_NOOP, 73),
+/* 86 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 87 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, uint32_t)
+/* 88 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 89 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 22), // uint32_t
+/* 90 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 91 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, void const *, unsigned char *, size_t, size_t)
+/* 92 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 93 */ _CFFI_OP(_CFFI_OP_POINTER, 150), // void const *
+/* 94 */ _CFFI_OP(_CFFI_OP_POINTER, 147), // unsigned char *
+/* 95 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 96 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 97 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 98 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_session *, void const *, unsigned char *, unsigned char *, size_t, size_t, size_t)
+/* 99 */ _CFFI_OP(_CFFI_OP_NOOP, 11),
+/* 100 */ _CFFI_OP(_CFFI_OP_NOOP, 93),
+/* 101 */ _CFFI_OP(_CFFI_OP_NOOP, 94),
+/* 102 */ _CFFI_OP(_CFFI_OP_NOOP, 94),
+/* 103 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 104 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 105 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 106 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 107 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_model *)
+/* 108 */ _CFFI_OP(_CFFI_OP_POINTER, 140), // struct vaccel_tf_model *
+/* 109 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 110 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_model *, char const *)
+/* 111 */ _CFFI_OP(_CFFI_OP_NOOP, 108),
+/* 112 */ _CFFI_OP(_CFFI_OP_POINTER, 130), // char const *
+/* 113 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 114 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_model *, uint8_t const *, size_t)
+/* 115 */ _CFFI_OP(_CFFI_OP_NOOP, 108),
+/* 116 */ _CFFI_OP(_CFFI_OP_POINTER, 146), // uint8_t const *
+/* 117 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 28),
+/* 118 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 119 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_saved_model *)
+/* 120 */ _CFFI_OP(_CFFI_OP_NOOP, 72),
+/* 121 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 122 */ _CFFI_OP(_CFFI_OP_FUNCTION, 16), // int()(struct vaccel_tf_saved_model *, char const *)
+/* 123 */ _CFFI_OP(_CFFI_OP_NOOP, 72),
+/* 124 */ _CFFI_OP(_CFFI_OP_NOOP, 112),
+/* 125 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 126 */ _CFFI_OP(_CFFI_OP_FUNCTION, 148), // vaccel_id_t()(struct vaccel_tf_model const *)
+/* 127 */ _CFFI_OP(_CFFI_OP_POINTER, 140), // struct vaccel_tf_model const *
+/* 128 */ _CFFI_OP(_CFFI_OP_FUNCTION_END, 0),
+/* 129 */ _CFFI_OP(_CFFI_OP_POINTER, 130), // char *
+/* 130 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 2), // char
+/* 131 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 14), // double
+/* 132 */ _CFFI_OP(_CFFI_OP_ENUM, 0), // enum vaccel_tf_data_type
+/* 133 */ _CFFI_OP(_CFFI_OP_POINTER, 47), // int64_t *
+/* 134 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 0), // struct vaccel_arg
+/* 135 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 1), // struct vaccel_op
+/* 136 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 2), // struct vaccel_plugin
+/* 137 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 3), // struct vaccel_resource
+/* 138 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 4), // struct vaccel_session
+/* 139 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 5), // struct vaccel_tf_buffer
+/* 140 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 6), // struct vaccel_tf_model
+/* 141 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 7), // struct vaccel_tf_node
+/* 142 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 8), // struct vaccel_tf_saved_model
+/* 143 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 9), // struct vaccel_tf_status
+/* 144 */ _CFFI_OP(_CFFI_OP_POINTER, 145), // struct vaccel_tf_tensor *
+/* 145 */ _CFFI_OP(_CFFI_OP_STRUCT_UNION, 10), // struct vaccel_tf_tensor
+/* 146 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 18), // uint8_t
+/* 147 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 4), // unsigned char
+/* 148 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, _cffi_prim_int(sizeof(vaccel_id_t), (
            ((vaccel_id_t)-1) | 0 /* check that vaccel_id_t is an integer type */
          ) <= 0)), // vaccel_id_t
-/* 103 */ _CFFI_OP(_CFFI_OP_POINTER, 104), // void *
-/* 104 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 0), // void
+/* 149 */ _CFFI_OP(_CFFI_OP_POINTER, 150), // void *
+/* 150 */ _CFFI_OP(_CFFI_OP_PRIMITIVE, 0), // void
 };
 
 static int _cffi_const_VACCEL_TF_FLOAT(unsigned long long *o)
@@ -1019,6 +1067,255 @@ _cffi_f_unregister_plugin(PyObject *self, PyObject *arg0)
 #  define _cffi_f_unregister_plugin _cffi_d_unregister_plugin
 #endif
 
+static int _cffi_d_vaccel_fpga_arraycopy(struct vaccel_session * x0, int * x1, int * x2, size_t x3)
+{
+  return vaccel_fpga_arraycopy(x0, x1, x2, x3);
+}
+#ifndef PYPY_VERSION
+static PyObject *
+_cffi_f_vaccel_fpga_arraycopy(PyObject *self, PyObject *args)
+{
+  struct vaccel_session * x0;
+  int * x1;
+  int * x2;
+  size_t x3;
+  Py_ssize_t datasize;
+  struct _cffi_freeme_s *large_args_free = NULL;
+  int result;
+  PyObject *pyresult;
+  PyObject *arg0;
+  PyObject *arg1;
+  PyObject *arg2;
+  PyObject *arg3;
+
+  if (!PyArg_UnpackTuple(args, "vaccel_fpga_arraycopy", 4, 4, &arg0, &arg1, &arg2, &arg3))
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(11), arg0, (char **)&x0);
+  if (datasize != 0) {
+    x0 = ((size_t)datasize) <= 640 ? (struct vaccel_session *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(11), arg0, (char **)&x0,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(41), arg1, (char **)&x1);
+  if (datasize != 0) {
+    x1 = ((size_t)datasize) <= 640 ? (int *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(41), arg1, (char **)&x1,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(41), arg2, (char **)&x2);
+  if (datasize != 0) {
+    x2 = ((size_t)datasize) <= 640 ? (int *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(41), arg2, (char **)&x2,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x3 = _cffi_to_c_int(arg3, size_t);
+  if (x3 == (size_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  Py_BEGIN_ALLOW_THREADS
+  _cffi_restore_errno();
+  { result = vaccel_fpga_arraycopy(x0, x1, x2, x3); }
+  _cffi_save_errno();
+  Py_END_ALLOW_THREADS
+
+  (void)self; /* unused */
+  pyresult = _cffi_from_c_int(result, int);
+  if (large_args_free != NULL) _cffi_free_array_arguments(large_args_free);
+  return pyresult;
+}
+#else
+#  define _cffi_f_vaccel_fpga_arraycopy _cffi_d_vaccel_fpga_arraycopy
+#endif
+
+static int _cffi_d_vaccel_fpga_parallel(struct vaccel_session * x0, float * x1, float * x2, float * x3, float * x4, size_t x5)
+{
+  return vaccel_fpga_parallel(x0, x1, x2, x3, x4, x5);
+}
+#ifndef PYPY_VERSION
+static PyObject *
+_cffi_f_vaccel_fpga_parallel(PyObject *self, PyObject *args)
+{
+  struct vaccel_session * x0;
+  float * x1;
+  float * x2;
+  float * x3;
+  float * x4;
+  size_t x5;
+  Py_ssize_t datasize;
+  struct _cffi_freeme_s *large_args_free = NULL;
+  int result;
+  PyObject *pyresult;
+  PyObject *arg0;
+  PyObject *arg1;
+  PyObject *arg2;
+  PyObject *arg3;
+  PyObject *arg4;
+  PyObject *arg5;
+
+  if (!PyArg_UnpackTuple(args, "vaccel_fpga_parallel", 6, 6, &arg0, &arg1, &arg2, &arg3, &arg4, &arg5))
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(11), arg0, (char **)&x0);
+  if (datasize != 0) {
+    x0 = ((size_t)datasize) <= 640 ? (struct vaccel_session *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(11), arg0, (char **)&x0,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg1, (char **)&x1);
+  if (datasize != 0) {
+    x1 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg1, (char **)&x1,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg2, (char **)&x2);
+  if (datasize != 0) {
+    x2 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg2, (char **)&x2,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg3, (char **)&x3);
+  if (datasize != 0) {
+    x3 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg3, (char **)&x3,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg4, (char **)&x4);
+  if (datasize != 0) {
+    x4 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg4, (char **)&x4,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x5 = _cffi_to_c_int(arg5, size_t);
+  if (x5 == (size_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  Py_BEGIN_ALLOW_THREADS
+  _cffi_restore_errno();
+  { result = vaccel_fpga_parallel(x0, x1, x2, x3, x4, x5); }
+  _cffi_save_errno();
+  Py_END_ALLOW_THREADS
+
+  (void)self; /* unused */
+  pyresult = _cffi_from_c_int(result, int);
+  if (large_args_free != NULL) _cffi_free_array_arguments(large_args_free);
+  return pyresult;
+}
+#else
+#  define _cffi_f_vaccel_fpga_parallel _cffi_d_vaccel_fpga_parallel
+#endif
+
+static int _cffi_d_vaccel_fpga_vadd(struct vaccel_session * x0, float * x1, float * x2, float * x3, size_t x4, size_t x5)
+{
+  return vaccel_fpga_vadd(x0, x1, x2, x3, x4, x5);
+}
+#ifndef PYPY_VERSION
+static PyObject *
+_cffi_f_vaccel_fpga_vadd(PyObject *self, PyObject *args)
+{
+  struct vaccel_session * x0;
+  float * x1;
+  float * x2;
+  float * x3;
+  size_t x4;
+  size_t x5;
+  Py_ssize_t datasize;
+  struct _cffi_freeme_s *large_args_free = NULL;
+  int result;
+  PyObject *pyresult;
+  PyObject *arg0;
+  PyObject *arg1;
+  PyObject *arg2;
+  PyObject *arg3;
+  PyObject *arg4;
+  PyObject *arg5;
+
+  if (!PyArg_UnpackTuple(args, "vaccel_fpga_vadd", 6, 6, &arg0, &arg1, &arg2, &arg3, &arg4, &arg5))
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(11), arg0, (char **)&x0);
+  if (datasize != 0) {
+    x0 = ((size_t)datasize) <= 640 ? (struct vaccel_session *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(11), arg0, (char **)&x0,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg1, (char **)&x1);
+  if (datasize != 0) {
+    x1 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg1, (char **)&x1,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg2, (char **)&x2);
+  if (datasize != 0) {
+    x2 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg2, (char **)&x2,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg3, (char **)&x3);
+  if (datasize != 0) {
+    x3 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg3, (char **)&x3,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x4 = _cffi_to_c_int(arg4, size_t);
+  if (x4 == (size_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  x5 = _cffi_to_c_int(arg5, size_t);
+  if (x5 == (size_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  Py_BEGIN_ALLOW_THREADS
+  _cffi_restore_errno();
+  { result = vaccel_fpga_vadd(x0, x1, x2, x3, x4, x5); }
+  _cffi_save_errno();
+  Py_END_ALLOW_THREADS
+
+  (void)self; /* unused */
+  pyresult = _cffi_from_c_int(result, int);
+  if (large_args_free != NULL) _cffi_free_array_arguments(large_args_free);
+  return pyresult;
+}
+#else
+#  define _cffi_f_vaccel_fpga_vadd _cffi_d_vaccel_fpga_vadd
+#endif
+
 static int _cffi_d_vaccel_genop(struct vaccel_session * x0, struct vaccel_arg * x1, int x2, struct vaccel_arg * x3, int x4)
 {
   return vaccel_genop(x0, x1, x2, x3, x4);
@@ -1055,10 +1352,10 @@ _cffi_f_vaccel_genop(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(15), arg1, (char **)&x1);
+      _cffi_type(61), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (struct vaccel_arg *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(15), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(61), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1068,10 +1365,10 @@ _cffi_f_vaccel_genop(PyObject *self, PyObject *args)
     return NULL;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(15), arg3, (char **)&x3);
+      _cffi_type(61), arg3, (char **)&x3);
   if (datasize != 0) {
     x3 = ((size_t)datasize) <= 640 ? (struct vaccel_arg *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(15), arg3, (char **)&x3,
+    if (_cffi_convert_array_argument(_cffi_type(61), arg3, (char **)&x3,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1135,28 +1432,28 @@ _cffi_f_vaccel_image_classification(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(47), arg1, (char **)&x1);
+      _cffi_type(93), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (void const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(47), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(93), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(48), arg2, (char **)&x2);
+      _cffi_type(94), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (unsigned char *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(48), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(94), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(48), arg3, (char **)&x3);
+      _cffi_type(94), arg3, (char **)&x3);
   if (datasize != 0) {
     x3 = ((size_t)datasize) <= 640 ? (unsigned char *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(48), arg3, (char **)&x3,
+    if (_cffi_convert_array_argument(_cffi_type(94), arg3, (char **)&x3,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1224,19 +1521,19 @@ _cffi_f_vaccel_image_depth(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(47), arg1, (char **)&x1);
+      _cffi_type(93), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (void const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(47), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(93), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(48), arg2, (char **)&x2);
+      _cffi_type(94), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (unsigned char *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(48), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(94), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1300,19 +1597,19 @@ _cffi_f_vaccel_image_detection(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(47), arg1, (char **)&x1);
+      _cffi_type(93), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (void const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(47), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(93), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(48), arg2, (char **)&x2);
+      _cffi_type(94), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (unsigned char *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(48), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(94), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1376,19 +1673,19 @@ _cffi_f_vaccel_image_pose(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(47), arg1, (char **)&x1);
+      _cffi_type(93), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (void const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(47), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(93), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(48), arg2, (char **)&x2);
+      _cffi_type(94), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (unsigned char *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(48), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(94), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1452,19 +1749,19 @@ _cffi_f_vaccel_image_segmentation(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(47), arg1, (char **)&x1);
+      _cffi_type(93), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (void const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(47), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(93), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(48), arg2, (char **)&x2);
+      _cffi_type(94), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (unsigned char *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(48), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(94), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1492,6 +1789,110 @@ _cffi_f_vaccel_image_segmentation(PyObject *self, PyObject *args)
 #  define _cffi_f_vaccel_image_segmentation _cffi_d_vaccel_image_segmentation
 #endif
 
+static int _cffi_d_vaccel_minmax(struct vaccel_session * x0, double const * x1, int x2, int x3, int x4, double * x5, double * x6, double * x7)
+{
+  return vaccel_minmax(x0, x1, x2, x3, x4, x5, x6, x7);
+}
+#ifndef PYPY_VERSION
+static PyObject *
+_cffi_f_vaccel_minmax(PyObject *self, PyObject *args)
+{
+  struct vaccel_session * x0;
+  double const * x1;
+  int x2;
+  int x3;
+  int x4;
+  double * x5;
+  double * x6;
+  double * x7;
+  Py_ssize_t datasize;
+  struct _cffi_freeme_s *large_args_free = NULL;
+  int result;
+  PyObject *pyresult;
+  PyObject *arg0;
+  PyObject *arg1;
+  PyObject *arg2;
+  PyObject *arg3;
+  PyObject *arg4;
+  PyObject *arg5;
+  PyObject *arg6;
+  PyObject *arg7;
+
+  if (!PyArg_UnpackTuple(args, "vaccel_minmax", 8, 8, &arg0, &arg1, &arg2, &arg3, &arg4, &arg5, &arg6, &arg7))
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(11), arg0, (char **)&x0);
+  if (datasize != 0) {
+    x0 = ((size_t)datasize) <= 640 ? (struct vaccel_session *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(11), arg0, (char **)&x0,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(15), arg1, (char **)&x1);
+  if (datasize != 0) {
+    x1 = ((size_t)datasize) <= 640 ? (double const *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(15), arg1, (char **)&x1,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x2 = _cffi_to_c_int(arg2, int);
+  if (x2 == (int)-1 && PyErr_Occurred())
+    return NULL;
+
+  x3 = _cffi_to_c_int(arg3, int);
+  if (x3 == (int)-1 && PyErr_Occurred())
+    return NULL;
+
+  x4 = _cffi_to_c_int(arg4, int);
+  if (x4 == (int)-1 && PyErr_Occurred())
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(19), arg5, (char **)&x5);
+  if (datasize != 0) {
+    x5 = ((size_t)datasize) <= 640 ? (double *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(19), arg5, (char **)&x5,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(19), arg6, (char **)&x6);
+  if (datasize != 0) {
+    x6 = ((size_t)datasize) <= 640 ? (double *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(19), arg6, (char **)&x6,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(19), arg7, (char **)&x7);
+  if (datasize != 0) {
+    x7 = ((size_t)datasize) <= 640 ? (double *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(19), arg7, (char **)&x7,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  Py_BEGIN_ALLOW_THREADS
+  _cffi_restore_errno();
+  { result = vaccel_minmax(x0, x1, x2, x3, x4, x5, x6, x7); }
+  _cffi_save_errno();
+  Py_END_ALLOW_THREADS
+
+  (void)self; /* unused */
+  pyresult = _cffi_from_c_int(result, int);
+  if (large_args_free != NULL) _cffi_free_array_arguments(large_args_free);
+  return pyresult;
+}
+#else
+#  define _cffi_f_vaccel_minmax _cffi_d_vaccel_minmax
+#endif
+
 static int _cffi_d_vaccel_noop(struct vaccel_session * x0)
 {
   return vaccel_noop(x0);
@@ -1598,10 +1999,10 @@ _cffi_f_vaccel_sess_has_resource(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(22), arg1, (char **)&x1);
+      _cffi_type(68), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (struct vaccel_resource *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(22), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(68), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1699,10 +2100,10 @@ _cffi_f_vaccel_sess_register(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(22), arg1, (char **)&x1);
+      _cffi_type(68), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (struct vaccel_resource *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(22), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(68), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1752,10 +2153,10 @@ _cffi_f_vaccel_sess_unregister(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(22), arg1, (char **)&x1);
+      _cffi_type(68), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (struct vaccel_resource *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(22), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(68), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1775,6 +2176,129 @@ _cffi_f_vaccel_sess_unregister(PyObject *self, PyObject *args)
 #  define _cffi_f_vaccel_sess_unregister _cffi_d_vaccel_sess_unregister
 #endif
 
+static int _cffi_d_vaccel_sgemm(struct vaccel_session * x0, int64_t x1, int64_t x2, int64_t x3, float x4, float * x5, int64_t x6, float * x7, int64_t x8, float x9, float * x10, int64_t x11)
+{
+  return vaccel_sgemm(x0, x1, x2, x3, x4, x5, x6, x7, x8, x9, x10, x11);
+}
+#ifndef PYPY_VERSION
+static PyObject *
+_cffi_f_vaccel_sgemm(PyObject *self, PyObject *args)
+{
+  struct vaccel_session * x0;
+  int64_t x1;
+  int64_t x2;
+  int64_t x3;
+  float x4;
+  float * x5;
+  int64_t x6;
+  float * x7;
+  int64_t x8;
+  float x9;
+  float * x10;
+  int64_t x11;
+  Py_ssize_t datasize;
+  struct _cffi_freeme_s *large_args_free = NULL;
+  int result;
+  PyObject *pyresult;
+  PyObject *arg0;
+  PyObject *arg1;
+  PyObject *arg2;
+  PyObject *arg3;
+  PyObject *arg4;
+  PyObject *arg5;
+  PyObject *arg6;
+  PyObject *arg7;
+  PyObject *arg8;
+  PyObject *arg9;
+  PyObject *arg10;
+  PyObject *arg11;
+
+  if (!PyArg_UnpackTuple(args, "vaccel_sgemm", 12, 12, &arg0, &arg1, &arg2, &arg3, &arg4, &arg5, &arg6, &arg7, &arg8, &arg9, &arg10, &arg11))
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(11), arg0, (char **)&x0);
+  if (datasize != 0) {
+    x0 = ((size_t)datasize) <= 640 ? (struct vaccel_session *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(11), arg0, (char **)&x0,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x1 = _cffi_to_c_int(arg1, int64_t);
+  if (x1 == (int64_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  x2 = _cffi_to_c_int(arg2, int64_t);
+  if (x2 == (int64_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  x3 = _cffi_to_c_int(arg3, int64_t);
+  if (x3 == (int64_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  x4 = (float)_cffi_to_c_float(arg4);
+  if (x4 == (float)-1 && PyErr_Occurred())
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg5, (char **)&x5);
+  if (datasize != 0) {
+    x5 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg5, (char **)&x5,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x6 = _cffi_to_c_int(arg6, int64_t);
+  if (x6 == (int64_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg7, (char **)&x7);
+  if (datasize != 0) {
+    x7 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg7, (char **)&x7,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x8 = _cffi_to_c_int(arg8, int64_t);
+  if (x8 == (int64_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  x9 = (float)_cffi_to_c_float(arg9);
+  if (x9 == (float)-1 && PyErr_Occurred())
+    return NULL;
+
+  datasize = _cffi_prepare_pointer_call_argument(
+      _cffi_type(25), arg10, (char **)&x10);
+  if (datasize != 0) {
+    x10 = ((size_t)datasize) <= 640 ? (float *)alloca((size_t)datasize) : NULL;
+    if (_cffi_convert_array_argument(_cffi_type(25), arg10, (char **)&x10,
+            datasize, &large_args_free) < 0)
+      return NULL;
+  }
+
+  x11 = _cffi_to_c_int(arg11, int64_t);
+  if (x11 == (int64_t)-1 && PyErr_Occurred())
+    return NULL;
+
+  Py_BEGIN_ALLOW_THREADS
+  _cffi_restore_errno();
+  { result = vaccel_sgemm(x0, x1, x2, x3, x4, x5, x6, x7, x8, x9, x10, x11); }
+  _cffi_save_errno();
+  Py_END_ALLOW_THREADS
+
+  (void)self; /* unused */
+  pyresult = _cffi_from_c_int(result, int);
+  if (large_args_free != NULL) _cffi_free_array_arguments(large_args_free);
+  return pyresult;
+}
+#else
+#  define _cffi_f_vaccel_sgemm _cffi_d_vaccel_sgemm
+#endif
+
 static int _cffi_d_vaccel_tf_model_destroy(struct vaccel_tf_model * x0)
 {
   return vaccel_tf_model_destroy(x0);
@@ -1790,10 +2314,10 @@ _cffi_f_vaccel_tf_model_destroy(PyObject *self, PyObject *arg0)
   PyObject *pyresult;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(62), arg0, (char **)&x0);
+      _cffi_type(108), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(62), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(108), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1828,10 +2352,10 @@ _cffi_f_vaccel_tf_model_get_id(PyObject *self, PyObject *arg0)
   PyObject *pyresult;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(81), arg0, (char **)&x0);
+      _cffi_type(127), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_model const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(81), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(127), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1872,19 +2396,19 @@ _cffi_f_vaccel_tf_model_new(PyObject *self, PyObject *args)
     return NULL;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(62), arg0, (char **)&x0);
+      _cffi_type(108), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(62), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(108), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(66), arg1, (char **)&x1);
+      _cffi_type(112), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (char const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(66), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(112), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1927,19 +2451,19 @@ _cffi_f_vaccel_tf_model_new_from_buffer(PyObject *self, PyObject *args)
     return NULL;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(62), arg0, (char **)&x0);
+      _cffi_type(108), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(62), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(108), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(70), arg1, (char **)&x1);
+      _cffi_type(116), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (uint8_t const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(70), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(116), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -1978,10 +2502,10 @@ _cffi_f_vaccel_tf_saved_model_destroy(PyObject *self, PyObject *arg0)
   PyObject *pyresult;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(26), arg0, (char **)&x0);
+      _cffi_type(72), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_saved_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(26), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(72), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2016,10 +2540,10 @@ _cffi_f_vaccel_tf_saved_model_register(PyObject *self, PyObject *arg0)
   PyObject *pyresult;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(26), arg0, (char **)&x0);
+      _cffi_type(72), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_saved_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(26), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(72), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2060,19 +2584,19 @@ _cffi_f_vaccel_tf_saved_model_set_path(PyObject *self, PyObject *args)
     return NULL;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(26), arg0, (char **)&x0);
+      _cffi_type(72), arg0, (char **)&x0);
   if (datasize != 0) {
     x0 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_saved_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(26), arg0, (char **)&x0,
+    if (_cffi_convert_array_argument(_cffi_type(72), arg0, (char **)&x0,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(66), arg1, (char **)&x1);
+      _cffi_type(112), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (char const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(66), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(112), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2124,19 +2648,19 @@ _cffi_f_vaccel_tf_session_load(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(26), arg1, (char **)&x1);
+      _cffi_type(72), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_saved_model *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(26), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(72), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(27), arg2, (char **)&x2);
+      _cffi_type(73), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_status *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(27), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(73), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2202,37 +2726,37 @@ _cffi_f_vaccel_tf_session_run(PyObject *self, PyObject *args)
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(31), arg1, (char **)&x1);
+      _cffi_type(77), arg1, (char **)&x1);
   if (datasize != 0) {
     x1 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_saved_model const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(31), arg1, (char **)&x1,
+    if (_cffi_convert_array_argument(_cffi_type(77), arg1, (char **)&x1,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(32), arg2, (char **)&x2);
+      _cffi_type(78), arg2, (char **)&x2);
   if (datasize != 0) {
     x2 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_buffer const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(32), arg2, (char **)&x2,
+    if (_cffi_convert_array_argument(_cffi_type(78), arg2, (char **)&x2,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(33), arg3, (char **)&x3);
+      _cffi_type(79), arg3, (char **)&x3);
   if (datasize != 0) {
     x3 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_node const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(33), arg3, (char **)&x3,
+    if (_cffi_convert_array_argument(_cffi_type(79), arg3, (char **)&x3,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(34), arg4, (char **)&x4);
+      _cffi_type(80), arg4, (char **)&x4);
   if (datasize != 0) {
     x4 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_tensor * const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(34), arg4, (char **)&x4,
+    if (_cffi_convert_array_argument(_cffi_type(80), arg4, (char **)&x4,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2242,19 +2766,19 @@ _cffi_f_vaccel_tf_session_run(PyObject *self, PyObject *args)
     return NULL;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(33), arg6, (char **)&x6);
+      _cffi_type(79), arg6, (char **)&x6);
   if (datasize != 0) {
     x6 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_node const *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(33), arg6, (char **)&x6,
+    if (_cffi_convert_array_argument(_cffi_type(79), arg6, (char **)&x6,
             datasize, &large_args_free) < 0)
       return NULL;
   }
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(37), arg7, (char **)&x7);
+      _cffi_type(83), arg7, (char **)&x7);
   if (datasize != 0) {
     x7 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_tensor * *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(37), arg7, (char **)&x7,
+    if (_cffi_convert_array_argument(_cffi_type(83), arg7, (char **)&x7,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2264,10 +2788,10 @@ _cffi_f_vaccel_tf_session_run(PyObject *self, PyObject *args)
     return NULL;
 
   datasize = _cffi_prepare_pointer_call_argument(
-      _cffi_type(27), arg9, (char **)&x9);
+      _cffi_type(73), arg9, (char **)&x9);
   if (datasize != 0) {
     x9 = ((size_t)datasize) <= 640 ? (struct vaccel_tf_status *)alloca((size_t)datasize) : NULL;
-    if (_cffi_convert_array_argument(_cffi_type(27), arg9, (char **)&x9,
+    if (_cffi_convert_array_argument(_cffi_type(73), arg9, (char **)&x9,
             datasize, &large_args_free) < 0)
       return NULL;
   }
@@ -2412,66 +2936,71 @@ static const struct _cffi_global_s _cffi_globals[] = {
   { "register_plugin_function", (void *)_cffi_f_register_plugin_function, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 0), (void *)_cffi_d_register_plugin_function },
   { "register_plugin_functions", (void *)_cffi_f_register_plugin_functions, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 3), (void *)_cffi_d_register_plugin_functions },
   { "unregister_plugin", (void *)_cffi_f_unregister_plugin, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 7), (void *)_cffi_d_unregister_plugin },
-  { "vaccel_genop", (void *)_cffi_f_vaccel_genop, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 13), (void *)_cffi_d_vaccel_genop },
-  { "vaccel_image_classification", (void *)_cffi_f_vaccel_image_classification, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 52), (void *)_cffi_d_vaccel_image_classification },
-  { "vaccel_image_depth", (void *)_cffi_f_vaccel_image_depth, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 45), (void *)_cffi_d_vaccel_image_depth },
-  { "vaccel_image_detection", (void *)_cffi_f_vaccel_image_detection, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 45), (void *)_cffi_d_vaccel_image_detection },
-  { "vaccel_image_pose", (void *)_cffi_f_vaccel_image_pose, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 45), (void *)_cffi_d_vaccel_image_pose },
-  { "vaccel_image_segmentation", (void *)_cffi_f_vaccel_image_segmentation, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 45), (void *)_cffi_d_vaccel_image_segmentation },
+  { "vaccel_fpga_arraycopy", (void *)_cffi_f_vaccel_fpga_arraycopy, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 39), (void *)_cffi_d_vaccel_fpga_arraycopy },
+  { "vaccel_fpga_parallel", (void *)_cffi_f_vaccel_fpga_parallel, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 23), (void *)_cffi_d_vaccel_fpga_parallel },
+  { "vaccel_fpga_vadd", (void *)_cffi_f_vaccel_fpga_vadd, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 31), (void *)_cffi_d_vaccel_fpga_vadd },
+  { "vaccel_genop", (void *)_cffi_f_vaccel_genop, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 59), (void *)_cffi_d_vaccel_genop },
+  { "vaccel_image_classification", (void *)_cffi_f_vaccel_image_classification, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 98), (void *)_cffi_d_vaccel_image_classification },
+  { "vaccel_image_depth", (void *)_cffi_f_vaccel_image_depth, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 91), (void *)_cffi_d_vaccel_image_depth },
+  { "vaccel_image_detection", (void *)_cffi_f_vaccel_image_detection, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 91), (void *)_cffi_d_vaccel_image_detection },
+  { "vaccel_image_pose", (void *)_cffi_f_vaccel_image_pose, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 91), (void *)_cffi_d_vaccel_image_pose },
+  { "vaccel_image_segmentation", (void *)_cffi_f_vaccel_image_segmentation, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 91), (void *)_cffi_d_vaccel_image_segmentation },
+  { "vaccel_minmax", (void *)_cffi_f_vaccel_minmax, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 13), (void *)_cffi_d_vaccel_minmax },
   { "vaccel_noop", (void *)_cffi_f_vaccel_noop, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 10), (void *)_cffi_d_vaccel_noop },
   { "vaccel_sess_free", (void *)_cffi_f_vaccel_sess_free, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 10), (void *)_cffi_d_vaccel_sess_free },
-  { "vaccel_sess_has_resource", (void *)_cffi_f_vaccel_sess_has_resource, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 20), (void *)_cffi_d_vaccel_sess_has_resource },
-  { "vaccel_sess_init", (void *)_cffi_f_vaccel_sess_init, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 41), (void *)_cffi_d_vaccel_sess_init },
-  { "vaccel_sess_register", (void *)_cffi_f_vaccel_sess_register, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 20), (void *)_cffi_d_vaccel_sess_register },
-  { "vaccel_sess_unregister", (void *)_cffi_f_vaccel_sess_unregister, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 20), (void *)_cffi_d_vaccel_sess_unregister },
-  { "vaccel_tf_model_destroy", (void *)_cffi_f_vaccel_tf_model_destroy, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 61), (void *)_cffi_d_vaccel_tf_model_destroy },
-  { "vaccel_tf_model_get_id", (void *)_cffi_f_vaccel_tf_model_get_id, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 80), (void *)_cffi_d_vaccel_tf_model_get_id },
-  { "vaccel_tf_model_new", (void *)_cffi_f_vaccel_tf_model_new, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 64), (void *)_cffi_d_vaccel_tf_model_new },
-  { "vaccel_tf_model_new_from_buffer", (void *)_cffi_f_vaccel_tf_model_new_from_buffer, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 68), (void *)_cffi_d_vaccel_tf_model_new_from_buffer },
-  { "vaccel_tf_saved_model_destroy", (void *)_cffi_f_vaccel_tf_saved_model_destroy, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 73), (void *)_cffi_d_vaccel_tf_saved_model_destroy },
-  { "vaccel_tf_saved_model_register", (void *)_cffi_f_vaccel_tf_saved_model_register, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 73), (void *)_cffi_d_vaccel_tf_saved_model_register },
-  { "vaccel_tf_saved_model_set_path", (void *)_cffi_f_vaccel_tf_saved_model_set_path, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 76), (void *)_cffi_d_vaccel_tf_saved_model_set_path },
-  { "vaccel_tf_session_load", (void *)_cffi_f_vaccel_tf_session_load, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 24), (void *)_cffi_d_vaccel_tf_session_load },
-  { "vaccel_tf_session_run", (void *)_cffi_f_vaccel_tf_session_run, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 29), (void *)_cffi_d_vaccel_tf_session_run },
+  { "vaccel_sess_has_resource", (void *)_cffi_f_vaccel_sess_has_resource, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 66), (void *)_cffi_d_vaccel_sess_has_resource },
+  { "vaccel_sess_init", (void *)_cffi_f_vaccel_sess_init, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 87), (void *)_cffi_d_vaccel_sess_init },
+  { "vaccel_sess_register", (void *)_cffi_f_vaccel_sess_register, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 66), (void *)_cffi_d_vaccel_sess_register },
+  { "vaccel_sess_unregister", (void *)_cffi_f_vaccel_sess_unregister, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 66), (void *)_cffi_d_vaccel_sess_unregister },
+  { "vaccel_sgemm", (void *)_cffi_f_vaccel_sgemm, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 45), (void *)_cffi_d_vaccel_sgemm },
+  { "vaccel_tf_model_destroy", (void *)_cffi_f_vaccel_tf_model_destroy, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 107), (void *)_cffi_d_vaccel_tf_model_destroy },
+  { "vaccel_tf_model_get_id", (void *)_cffi_f_vaccel_tf_model_get_id, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 126), (void *)_cffi_d_vaccel_tf_model_get_id },
+  { "vaccel_tf_model_new", (void *)_cffi_f_vaccel_tf_model_new, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 110), (void *)_cffi_d_vaccel_tf_model_new },
+  { "vaccel_tf_model_new_from_buffer", (void *)_cffi_f_vaccel_tf_model_new_from_buffer, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 114), (void *)_cffi_d_vaccel_tf_model_new_from_buffer },
+  { "vaccel_tf_saved_model_destroy", (void *)_cffi_f_vaccel_tf_saved_model_destroy, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 119), (void *)_cffi_d_vaccel_tf_saved_model_destroy },
+  { "vaccel_tf_saved_model_register", (void *)_cffi_f_vaccel_tf_saved_model_register, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_O, 119), (void *)_cffi_d_vaccel_tf_saved_model_register },
+  { "vaccel_tf_saved_model_set_path", (void *)_cffi_f_vaccel_tf_saved_model_set_path, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 122), (void *)_cffi_d_vaccel_tf_saved_model_set_path },
+  { "vaccel_tf_session_load", (void *)_cffi_f_vaccel_tf_session_load, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 70), (void *)_cffi_d_vaccel_tf_session_load },
+  { "vaccel_tf_session_run", (void *)_cffi_f_vaccel_tf_session_run, _CFFI_OP(_CFFI_OP_CPYTHON_BLTN_V, 75), (void *)_cffi_d_vaccel_tf_session_run },
 };
 
 static const struct _cffi_field_s _cffi_fields[] = {
   { "size", offsetof(struct vaccel_arg, size),
             sizeof(((struct vaccel_arg *)0)->size),
-            _CFFI_OP(_CFFI_OP_NOOP, 43) },
+            _CFFI_OP(_CFFI_OP_NOOP, 89) },
   { "buf", offsetof(struct vaccel_arg, buf),
            sizeof(((struct vaccel_arg *)0)->buf),
-           _CFFI_OP(_CFFI_OP_NOOP, 103) },
+           _CFFI_OP(_CFFI_OP_NOOP, 149) },
   { "session_id", offsetof(struct vaccel_session, session_id),
                   sizeof(((struct vaccel_session *)0)->session_id),
-                  _CFFI_OP(_CFFI_OP_NOOP, 43) },
+                  _CFFI_OP(_CFFI_OP_NOOP, 89) },
   { "data", offsetof(struct vaccel_tf_buffer, data),
             sizeof(((struct vaccel_tf_buffer *)0)->data),
-            _CFFI_OP(_CFFI_OP_NOOP, 103) },
+            _CFFI_OP(_CFFI_OP_NOOP, 149) },
   { "size", offsetof(struct vaccel_tf_buffer, size),
             sizeof(((struct vaccel_tf_buffer *)0)->size),
             _CFFI_OP(_CFFI_OP_NOOP, 5) },
   { "resource", offsetof(struct vaccel_tf_model, resource),
                 sizeof(((struct vaccel_tf_model *)0)->resource),
-                _CFFI_OP(_CFFI_OP_NOOP, 22) },
+                _CFFI_OP(_CFFI_OP_NOOP, 68) },
   { "name", offsetof(struct vaccel_tf_node, name),
             sizeof(((struct vaccel_tf_node *)0)->name),
-            _CFFI_OP(_CFFI_OP_NOOP, 83) },
+            _CFFI_OP(_CFFI_OP_NOOP, 129) },
   { "id", offsetof(struct vaccel_tf_node, id),
           sizeof(((struct vaccel_tf_node *)0)->id),
-          _CFFI_OP(_CFFI_OP_NOOP, 87) },
+          _CFFI_OP(_CFFI_OP_NOOP, 47) },
   { "resource", offsetof(struct vaccel_tf_saved_model, resource),
                 sizeof(((struct vaccel_tf_saved_model *)0)->resource),
-                _CFFI_OP(_CFFI_OP_NOOP, 22) },
+                _CFFI_OP(_CFFI_OP_NOOP, 68) },
   { "error_code", offsetof(struct vaccel_tf_status, error_code),
                   sizeof(((struct vaccel_tf_status *)0)->error_code),
-                  _CFFI_OP(_CFFI_OP_NOOP, 100) },
+                  _CFFI_OP(_CFFI_OP_NOOP, 146) },
   { "message", offsetof(struct vaccel_tf_status, message),
                sizeof(((struct vaccel_tf_status *)0)->message),
-               _CFFI_OP(_CFFI_OP_NOOP, 66) },
+               _CFFI_OP(_CFFI_OP_NOOP, 112) },
   { "data", offsetof(struct vaccel_tf_tensor, data),
             sizeof(((struct vaccel_tf_tensor *)0)->data),
-            _CFFI_OP(_CFFI_OP_NOOP, 103) },
+            _CFFI_OP(_CFFI_OP_NOOP, 149) },
   { "size", offsetof(struct vaccel_tf_tensor, size),
             sizeof(((struct vaccel_tf_tensor *)0)->size),
             _CFFI_OP(_CFFI_OP_NOOP, 5) },
@@ -2480,44 +3009,44 @@ static const struct _cffi_field_s _cffi_fields[] = {
                _CFFI_OP(_CFFI_OP_NOOP, 16) },
   { "dims", offsetof(struct vaccel_tf_tensor, dims),
             sizeof(((struct vaccel_tf_tensor *)0)->dims),
-            _CFFI_OP(_CFFI_OP_NOOP, 86) },
+            _CFFI_OP(_CFFI_OP_NOOP, 133) },
   { "data_type", offsetof(struct vaccel_tf_tensor, data_type),
                  sizeof(((struct vaccel_tf_tensor *)0)->data_type),
-                 _CFFI_OP(_CFFI_OP_NOOP, 85) },
+                 _CFFI_OP(_CFFI_OP_NOOP, 132) },
 };
 
 static const struct _cffi_struct_union_s _cffi_struct_unions[] = {
-  { "vaccel_arg", 88, _CFFI_F_CHECK_FIELDS,
+  { "vaccel_arg", 134, _CFFI_F_CHECK_FIELDS,
     sizeof(struct vaccel_arg), offsetof(struct _cffi_align_struct_vaccel_arg, y), 0, 2 },
-  { "vaccel_op", 89, 0,
+  { "vaccel_op", 135, 0,
     sizeof(struct vaccel_op), offsetof(struct _cffi_align_struct_vaccel_op, y), 2, 0 },
-  { "vaccel_plugin", 90, 0,
+  { "vaccel_plugin", 136, 0,
     sizeof(struct vaccel_plugin), offsetof(struct _cffi_align_struct_vaccel_plugin, y), 2, 0 },
-  { "vaccel_resource", 91, _CFFI_F_OPAQUE,
+  { "vaccel_resource", 137, _CFFI_F_OPAQUE,
     (size_t)-1, -1, -1, 0 /* opaque */ },
-  { "vaccel_session", 92, 0,
+  { "vaccel_session", 138, 0,
     sizeof(struct vaccel_session), offsetof(struct _cffi_align_struct_vaccel_session, y), 2, 1 },
-  { "vaccel_tf_buffer", 93, _CFFI_F_CHECK_FIELDS,
+  { "vaccel_tf_buffer", 139, _CFFI_F_CHECK_FIELDS,
     sizeof(struct vaccel_tf_buffer), offsetof(struct _cffi_align_struct_vaccel_tf_buffer, y), 3, 2 },
-  { "vaccel_tf_model", 94, 0,
+  { "vaccel_tf_model", 140, 0,
     sizeof(struct vaccel_tf_model), offsetof(struct _cffi_align_struct_vaccel_tf_model, y), 5, 1 },
-  { "vaccel_tf_node", 95, _CFFI_F_CHECK_FIELDS,
+  { "vaccel_tf_node", 141, _CFFI_F_CHECK_FIELDS,
     sizeof(struct vaccel_tf_node), offsetof(struct _cffi_align_struct_vaccel_tf_node, y), 6, 2 },
-  { "vaccel_tf_saved_model", 96, 0,
+  { "vaccel_tf_saved_model", 142, 0,
     sizeof(struct vaccel_tf_saved_model), offsetof(struct _cffi_align_struct_vaccel_tf_saved_model, y), 8, 1 },
-  { "vaccel_tf_status", 97, _CFFI_F_CHECK_FIELDS,
+  { "vaccel_tf_status", 143, _CFFI_F_CHECK_FIELDS,
     sizeof(struct vaccel_tf_status), offsetof(struct _cffi_align_struct_vaccel_tf_status, y), 9, 2 },
-  { "vaccel_tf_tensor", 99, 0,
+  { "vaccel_tf_tensor", 145, 0,
     sizeof(struct vaccel_tf_tensor), offsetof(struct _cffi_align_struct_vaccel_tf_tensor, y), 11, 5 },
 };
 
 static const struct _cffi_enum_s _cffi_enums[] = {
-  { "vaccel_tf_data_type", 85, _cffi_prim_int(sizeof(enum vaccel_tf_data_type), ((enum vaccel_tf_data_type)-1) <= 0),
+  { "vaccel_tf_data_type", 132, _cffi_prim_int(sizeof(enum vaccel_tf_data_type), ((enum vaccel_tf_data_type)-1) <= 0),
     "VACCEL_TF_FLOAT,VACCEL_TF_DOUBLE,VACCEL_TF_INT32,VACCEL_TF_UINT8,VACCEL_TF_INT16,VACCEL_TF_INT8,VACCEL_TF_STRING,VACCEL_TF_COMPLEX64,VACCEL_TF_COMPLEX,VACCEL_TF_INT64,VACCEL_TF_BOOL,VACCEL_TF_QINT8,VACCEL_TF_QUINT8,VACCEL_TF_QINT32,VACCEL_TF_BFLOAT16,VACCEL_TF_QINT16,VACCEL_TF_QUINT16,VACCEL_TF_UINT16,VACCEL_TF_COMPLEX128,VACCEL_TF_HALF,VACCEL_TF_RESOURCE,VACCEL_TF_VARIANT,VACCEL_TF_UINT32,VACCEL_TF_UINT64" },
 };
 
 static const struct _cffi_typename_s _cffi_typenames[] = {
-  { "vaccel_id_t", 102 },
+  { "vaccel_id_t", 148 },
 };
 
 static const struct _cffi_type_context_s _cffi_type_context = {
@@ -2527,12 +3056,12 @@ static const struct _cffi_type_context_s _cffi_type_context = {
   _cffi_struct_unions,
   _cffi_enums,
   _cffi_typenames,
-  49,  /* num_globals */
+  54,  /* num_globals */
   11,  /* num_struct_unions */
   1,  /* num_enums */
   1,  /* num_typenames */
   NULL,  /* no includes */
-  105,  /* num_types */
+  151,  /* num_types */
   0,  /* flags */
 };
 
diff --git a/vaccel/genop.py b/vaccel/genop.py
index b5cd781..c58d230 100644
--- a/vaccel/genop.py
+++ b/vaccel/genop.py
@@ -21,7 +21,12 @@ class VaccelOpType(Enum):
     VACCEL_TF_SESSION_LOAD = 12
     VACCEL_TF_SESSION_RUN = 13
     VACCEL_TF_SESSION_DELETE = 14
-    VACCEL_FUNCTIONS_NR = 15
+    VACCEL_MINMAX = 15
+    VACCEL_PYNQ_ARR_COPY = 16
+    #VACCEL_PYNQ_MMULT = 17
+    VACCEL_PYNQ_PARALLEL = 18
+    VACCEL_PYNQ_VECTOR_ADD = 19
+    VACCEL_FUNCTIONS_NR = 20
 
     def __int__(self):
         return self.value
@@ -48,7 +53,10 @@ def to_cffi(self):
 
         if self.info.datatype == "float":
             arg1buf = ffi.new("float *", self.buf)
+
         # TODO Handle double data type
+        if self.info.datatype == "double":
+            arg1buf = ffi.new("double *", self.buf)      
 
         self.__hidden__.append(arg1buf)
         buf = ffi.cast("void *", arg1buf)
@@ -65,6 +73,10 @@ def to_cffi(self):
     def content(self):
         return str(self.buf, encoding='utf-8').strip().rstrip('\x00')
 
+    @property
+    def raw_content(self):
+        return self.buf
+
 
 class VaccelArgInfo:
     def __init__(self, datatype="", datasize="") -> None:
@@ -82,6 +94,8 @@ def detect_datatype(arg: VaccelArg) -> str:
             datatype = "float"
         if isinstance(arg.buf, bytes):
             datatype = "bytes"
+        #if isinstance(arg.buf, double):
+        #    datatype = "double"
         if "cdata" in str(arg.buf).lower():
             datatype = "cdata"
         return datatype
@@ -96,6 +110,9 @@ def from_vaccel_arg(cls, arg: VaccelArg):
             temp = ffi.new("char []", bytes(arg.buf, encoding="utf-8"))
         if datatype == "float":
             temp = ffi.new("float *", arg.buf)
+            temp = ffi.new(f"float *", arg.buf)
+        if datatype == "double":
+            temp = ffi.cast("double *", arg.buf)
         if datatype == "cdata":
             temp = arg.buf
         if datatype == "bytes":
@@ -106,7 +123,6 @@ def from_vaccel_arg(cls, arg: VaccelArg):
         datasize = ffi.sizeof(temp)
         return cls(datatype=datatype, datasize=datasize)
 
-
 class VaccelArgList:
     def __init__(self, args: List[VaccelArg]) -> None:
         self.args = args
@@ -127,7 +143,6 @@ def to_cffi(self):
 
 class Genop:
     def __init__(self):
-        """exec vAccel Genop"""
         print("test init")
 
     def __del__(self):
@@ -135,7 +150,16 @@ def __del__(self):
 
     @classmethod
     def genop(self, session: Session, arg_read: List[VaccelArg], arg_write: List[VaccelArg]) -> List[str]:
-        """exec the operation"""
+        """Vaccel genop.
+
+        Args:
+            session : A vaccel.Session instance
+            arg_read : A list of inputs
+            arg_write : A list of outputs
+
+        Returns:
+            List of `str`.
+        """
         csession = session._to_inner()
 
         nr_read = len(arg_read)
diff --git a/vaccel/image.py b/vaccel/image.py
index 08efc66..24ddd36 100644
--- a/vaccel/image.py
+++ b/vaccel/image.py
@@ -5,21 +5,34 @@
 
 
 class ImageClassify:
-    """An ImageClassify model vAccel resource"""
+    """An Image Classify model vAccel resource.
+    
+    Attributes:
+        out_size (int): The maximum length of the output tag
+    """
 
     out_size = 500
 
     def __init__(self):
-        """Create an ImageClassify model resource"""
         print("test init")
 
     def __del__(self):
-        """Destroy a vAccel ImageClassify model"""
         print("test del")
 
     @classmethod
     def __classify__(self, session: Session, data: List[int]) -> str:
-        """Execute image classification operation"""
+        """Executes image classification operation.
+
+        Args:
+            session: A vaccel.Session instance
+            data: A sequence of integers representing the image
+        
+        Returns:
+            A string containing the classifiaction tag
+        
+        Raises:
+            VaccelError: An error occured while executing the image classification operation
+        """
         csession = session._to_inner()
 
         img = ffi.cast("const void *", data)
@@ -44,30 +57,54 @@ def __classify__(self, session: Session, data: List[int]) -> str:
 
     @classmethod
     def classify_from_filename(self, session: Session, source: str) -> str:
-        """Initialize an ImageClassify model by loading image from filename"""
+        """Initialize an ImageClassify model by loading image from filename
+
+        Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+        
+        Returns:
+            A string containing the classifiaction tag
+        
+        Raises:
+            VaccelError: An error occured while executing the image classification operation
+        """
         with open(source, "rb") as imgfile:
             data = imgfile.read()
         pointer = ffi.from_buffer(data)
         res = self.__classify__(session=session, data=pointer)
-
         return res
 
 
 class ImageDetect:
+    """An Image Detect model vAccel resource
+
+     Attributes:
+        out_size (int): The maximum length of the output tag
+    """
 
     out_size = 500
 
     def __init__(self):
-        """Create an ImageDetect model resource"""
         print("test init")
 
     def __del__(self):
-        """Destroy a vAccel ImageDetect model"""
         print("test del")
 
     @classmethod
     def __detect__(self, session: Session, data: List[int]) -> str:
-        """Execute image detection operation"""
+        """Execute image detection operation
+        
+         Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+        
+        Returns:
+            A string containing the detection result
+        
+        Raises:
+            VaccelError: An error occured while executing the image detection operation
+        """
         csession = session._to_inner()
 
         img = ffi.cast("const void *", data)
@@ -87,7 +124,18 @@ def __detect__(self, session: Session, data: List[int]) -> str:
 
     @classmethod
     def detect_from_filename(self, session: Session, source: str) -> str:
-        """Initialize an ImageDetect model by loading image from filename"""
+        """Initialize an ImageDetect model by loading image from filename
+                
+        Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+
+        Returns:
+            A string containing the detection result
+
+        Raises:
+            VaccelError: An error occured while executing the image detection operation
+        """
         with open(source, "rb") as imgfile:
             data = imgfile.read()
         pointer = ffi.from_buffer(data)
@@ -97,20 +145,35 @@ def detect_from_filename(self, session: Session, source: str) -> str:
 
 
 class ImageSegment:
-
+    """An Image Segment model vAccel resource
+    
+    Attributes:
+        out_size (int): The maximum length of the output tag
+    """
+    
     out_size = 500
 
     def __init__(self):
-        """Create an ImageSegment model resource"""
         print("test init")
 
     def __del__(self):
-        """Destroy a vAccel ImageSegment model"""
         print("test del")
 
     @classmethod
     def __segment__(self, session: Session, data: List[int]) -> str:
-        """Execute image segmentation operation"""
+        """Execute image segmentation operation
+        
+         Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+        
+        Returns:
+            A string containing the segmentation result
+        
+        Raises:
+            VaccelError: An error occured while executing the image segmentation operation
+        """
+
         csession = session._to_inner()
 
         img = ffi.cast("const void *", data)
@@ -130,7 +193,18 @@ def __segment__(self, session: Session, data: List[int]) -> str:
 
     @classmethod
     def segment_from_filename(self, session: Session, source: str) -> str:
-        """Initialize an ImageSegment model by loading image from filename"""
+        """Initialize an ImageSegment model by loading image from filename
+                 
+        Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+
+        Returns:
+            A string containing the segmentation result
+
+        Raises:
+            VaccelError: An error occured while executing the image segmentation operation
+        """
         with open(source, "rb") as imgfile:
             data = imgfile.read()
         pointer = ffi.from_buffer(data)
@@ -140,20 +214,34 @@ def segment_from_filename(self, session: Session, source: str) -> str:
 
 
 class ImagePose:
+    """An Image Pose model vAccel resource
+    
+    Attributes:
+        out_size (int): The maximum length of the output tag
+    """
 
     out_size = 500
 
     def __init__(self):
-        """Create an ImagePose model resource"""
         print("test init")
 
     def __del__(self):
-        """Destroy a vAccel ImagePose model"""
         print("test del")
 
     @classmethod
     def __pose__(self, session: Session, data: List[int]) -> str:
-        """Execute image pose operation"""
+        """Execute image pose operation
+        
+        Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+
+        Returns:
+            A string containing the pose result
+
+        Raises:
+            VaccelError: An error occured while executing the image pose operation
+        """
         csession = session._to_inner()
 
         img = ffi.cast("const void *", data)
@@ -172,7 +260,18 @@ def __pose__(self, session: Session, data: List[int]) -> str:
 
     @classmethod
     def pose_from_filename(self, session: Session, source: str) -> str:
-        """Initialize an ImagePose model by loading image from filename"""
+        """Initialize an ImagePose model by loading image from filename
+                 
+        Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+
+         Returns:
+            A string containing the pose result
+
+        Raises:
+            VaccelError: An error occured while executing the image pose operation
+        """
         with open(source, "rb") as imgfile:
             data = imgfile.read()
         pointer = ffi.from_buffer(data)
@@ -182,20 +281,34 @@ def pose_from_filename(self, session: Session, source: str) -> str:
 
 
 class ImageDepth:
+    """An Image Depth model vAccel resource
+    
+    Attributes:
+        out_size (int): The maximum length of the output tag
+    """
 
     out_size = 500
 
     def __init__(self):
-        """Create an ImageDepth model resource"""
         print("test init")
 
     def __del__(self):
-        """Destroy a vAccel ImageDepth model"""
         print("test del")
 
     @classmethod
     def __depth__(self, session: Session, data: List[int]) -> str:
-        """Execute image depth operation"""
+        """Execute image depth operation
+        
+         Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+
+        Returns:
+            A string containing the depth result
+
+        Raises:
+            VaccelError: An error occured while executing the image depth operation
+        """
         csession = session._to_inner()
 
         img = ffi.cast("const void *", data)
@@ -214,10 +327,21 @@ def __depth__(self, session: Session, data: List[int]) -> str:
 
     @classmethod
     def depth_from_filename(self, session: Session, source: str) -> str:
-        """Initialize an ImageDepth model by loading image from filename"""
+        """Initialize an ImageDepth model by loading image from filename
+        
+        Args:
+            session: A vaccel.Session instance
+            source: A string containing the image's file path
+
+         Returns:
+            A string containing the depth result
+
+        Raises:
+            VaccelError: An error occured while executing the image depth operation
+        """
         with open(source, "rb") as imgfile:
             data = imgfile.read()
         pointer = ffi.from_buffer(data)
         res = self.__depth__(session=session, data=pointer)
 
-        return res
+        return res
\ No newline at end of file
diff --git a/vaccel/image_genop.py b/vaccel/image_genop.py
index b934e2f..6a88f77 100644
--- a/vaccel/image_genop.py
+++ b/vaccel/image_genop.py
@@ -4,15 +4,25 @@
 
 
 class __ImageOperation__:
+    """An Image Operation model vAccel resource
+    
+    Attributes:
+        def_arg_write (bytes): The result of the operation
+    """
 
     def_arg_write: bytes = bytes(100 * " ", encoding="utf-8")
 
     @staticmethod
     def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int) -> str:
-        """
-        Performs the genop operation provided in arg_read.
+        """Performs the genop operation provided in arg_read.
+        
+        Args:
+            arg_read : A list of inputs
+            arg_write : A list of outputs
+            index : An integer
 
-        Returns the content of the arg_write indicated by index.
+        Returns:
+            The content of the `arg_write` indicated by `index`.
         """
         ses = Session(flags=0)
         Genop.genop(ses, arg_read, arg_write)
@@ -20,10 +30,22 @@ def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int)
 
     @staticmethod
     def __parse_image__(image: "str | bytes") -> bytes:
+        """Reads image data from file.
+        
+        Args:
+            image: A string or bytes object containing the image's file path
+
+        Returns:
+            Returns image file content.
+
+        Raises:
+            TypeError: If image object is not a string or bytes object
+        """
+
         if not isinstance(image, str) and not isinstance(image, bytes):
             raise TypeError(
                 f"Invalid image type. Expected str or bytes, got {type(image)}.")
-
+ 
         if isinstance(image, str):
             with open(image, "rb") as imgfile:
                 image = imgfile.read()
@@ -37,14 +59,13 @@ class ImageClassify(__ImageOperation__):
 
     @classmethod
     def classify(self, image: "str | bytes"):
-        """
-        Classify image using vAccel over genop
+        """Executes image classification operation using vAccel over genop.
 
-        Parameters:
-            image (str | bytes): Filename or bytes object of the image
+        Args:
+            image : A string or bytes object containing the image's file path
 
         Returns:
-            str: Classification tag
+            A string containing the classifiaction tag
         """
         image = self.__parse_image__(image=image)
         arg_read = [VaccelArg(data=int(self.__op__)),
@@ -60,14 +81,13 @@ class ImageDetect(__ImageOperation__):
 
     @classmethod
     def detect(self, image: "str | bytes"):
-        """
-        Perform image detection operation using vAccel over genop
+        """Executes image detection operation using vAccel over genop.
 
-        Parameters:
-            image (str | bytes): Filename or bytes object of the image
+        Args:
+            image : A string or bytes object containing the image's file path
 
         Returns:
-            str: Detection result
+            A string containing the detection result
         """
         image = self.__parse_image__(image=image)
         arg_read = [VaccelArg(data=int(self.__op__)),
@@ -82,14 +102,13 @@ class ImageSegment(__ImageOperation__):
 
     @classmethod
     def segment(self, image: "str | bytes"):
-        """
-        Perform image segmentation operation using vAccel over genop
+        """Executes image segmentation operation using vAccel over genop.
 
-        Parameters:
-            image (str | bytes): Filename or bytes object of the image
+        Args:
+            image : A string or bytes object containing the image's file path
 
         Returns:
-            str: Segmentation result
+            A string containing the segmentation result
         """
         image = self.__parse_image__(image=image)
         arg_read = [VaccelArg(data=int(self.__op__)),
@@ -104,14 +123,13 @@ class ImagePose(__ImageOperation__):
 
     @classmethod
     def pose(self, image: "str | bytes"):
-        """
-        Perform image pose estimation operation using vAccel over genop
+        """Executes image pose estimation operation using vAccel over genop.
 
-        Parameters:
-            image (str | bytes): Filename or bytes object of the image
+        Args:
+            image : A string or bytes object containing the image's file path
 
         Returns:
-            str: Pose result
+            A string containing the pose estimation result
         """
         image = self.__parse_image__(image=image)
         arg_read = [VaccelArg(data=int(self.__op__)),
@@ -126,14 +144,13 @@ class ImageDepth(__ImageOperation__):
 
     @classmethod
     def depth(self, image: "str | bytes"):
-        """
-        Perform image depth estimation operation using vAccel over genop
+        """Executes image depth estimation operation using vAccel over genop.
 
-        Parameters:
-            image (str | bytes): Filename or bytes object of the image
+        Args:
+            image : A string or bytes object containing the image's file path
 
         Returns:
-            str: Depth result
+            A string containing the depth estimation result
         """
         image = self.__parse_image__(image=image)
         arg_read = [VaccelArg(data=int(self.__op__)),
diff --git a/vaccel/minmax.py b/vaccel/minmax.py
new file mode 100644
index 0000000..d32b1bb
--- /dev/null
+++ b/vaccel/minmax.py
@@ -0,0 +1,94 @@
+from vaccel.session import Session
+from typing import List
+from vaccel.genop import Genop, VaccelArg, VaccelOpType
+import struct
+import copy
+
+class MinMax:
+    """A MinMax model vAccel resource.
+    
+    Attributes:
+        def_arg_write (bytes): The result of the operation
+        __op__: The genop operation type
+    """
+
+    def_arg_write: float = bytes(100 * " ", encoding="utf-8")
+
+    __op__ = VaccelOpType.VACCEL_MINMAX
+
+    @staticmethod
+    def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int) -> str:
+        """Performs the genop operation provided in arg_read.
+
+        Args:
+            arg_read : `list`
+            arg_write : `list`
+            index : `int`
+
+        Returns:
+            The content of the `arg_write` indicated by `index`.
+        """
+        ses = Session(flags=0)
+        Genop.genop(ses, arg_read, arg_write)
+        return struct.unpack('d', arg_write[index].raw_content[:8])[0]
+
+    @staticmethod
+    def __parse_ndata__(ndata: "str | bytes") -> bytes:
+        """Reads data from file.
+
+        Args:
+            ndata : A string or bytes object 
+
+        Returns:
+            Returns image file content.
+
+        Raises:
+            TypeError: If ndata object is not a string or bytes object
+        """
+        if not isinstance(ndata, str) and not isinstance(ndata, bytes):
+            raise TypeError(
+                f"Invalid ndata type. Expected str or bytes, got {type(ndata)}.")
+
+        if isinstance(ndata, str):
+            with open(ndata, "rb") as ndatafile:
+                ndata = ndatafile.read()
+
+        return ndata
+
+    @classmethod
+    def minmax(self, indata: int, ndata: "str | bytes", low_threshold: "int", high_threshold: "int"):
+        """Performs the MinMax operation using vAccel over genop.
+
+        Args:
+            indata: An integer giving the number of inputs
+            ndata: A string or bytes object containing the ndata file path
+            low_theshold: An integer value for low threshold
+            high_threshold: An integer value for high threshold
+
+        Returns:
+            outdata: The array of floats, sorted
+            min: A float number for the min value
+            max: A float number for the max value 
+        """
+        ndata = self.__parse_ndata__(ndata=ndata)
+        arg_read = [VaccelArg(data=int(self.__op__)),
+                    VaccelArg(data=ndata),
+                    VaccelArg(data=indata),
+                    VaccelArg(data=low_threshold),
+                    VaccelArg(data=high_threshold)]
+        
+        out_ndata: float = bytes(indata * 8 * " ", encoding="utf-8")
+        out_min: float = bytes(8 * " ", encoding="utf-8")
+        out_max: float = bytes(8 * " ", encoding="utf-8")
+        arg_write = [VaccelArg(data=out_ndata), VaccelArg(data=out_min), VaccelArg(data=out_max)]
+        some_ret_value = self.__genop__(arg_read=arg_read, arg_write=arg_write, index=2)
+
+        # The array of floats returned by the plugin
+        arg_write1 = arg_write[0].raw_content
+        # min
+        arg_write2: float = struct.unpack('d', arg_write[1].raw_content[:8])[0]
+        # max
+        arg_write3: float = struct.unpack('d', arg_write[2].raw_content[:8])[0]
+
+        return (arg_write1, arg_write2, arg_write3)
+
diff --git a/vaccel/noop.py b/vaccel/noop.py
index d11f985..d612aca 100644
--- a/vaccel/noop.py
+++ b/vaccel/noop.py
@@ -3,7 +3,6 @@
 
 class Noop:
     def __init__(self):
-        """exec vAccel Noop"""
         print("test init")
 
     def __del__(self):
@@ -11,6 +10,13 @@ def __del__(self):
 
     @classmethod
     def noop(self, session):
-        """exec the operation"""
+        """Execute noop
+        
+        Args: 
+            session: A vaccel.Session instance
+
+        Returns:
+            A string containing the noop result
+        """
         csession = session._to_inner()
         return lib.vaccel_noop(csession)
diff --git a/vaccel/pynq_array_copy.py b/vaccel/pynq_array_copy.py
new file mode 100644
index 0000000..1d08b0a
--- /dev/null
+++ b/vaccel/pynq_array_copy.py
@@ -0,0 +1,49 @@
+from vaccel.session import Session
+from typing import List
+from vaccel.genop import Genop, VaccelArg, VaccelOpType
+import struct
+
+class Pynq_array_copy:
+    """A Pynq array copy model vAccel resource.
+    
+    Attributes:
+        __op__: The genop operation type
+        def_arg_write (bytes): The result of the operation
+    """
+
+    __op__ = VaccelOpType.VACCEL_PYNQ_ARR_COPY
+    
+    def_arg_write: bytes = bytes(100 * " ", encoding="utf-8")
+
+    @staticmethod
+    def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int) -> int:
+        """Performs the genop operation provided in arg_read.
+
+        Args:
+            arg_read : A list of inputs
+            arg_write : A list of outputs
+            index : An integer
+
+        Returns:
+            The content of the `arg_write` indicated by `index`.
+        """
+        ses = Session(flags=0)
+        Genop.genop(ses, arg_read, arg_write)
+        return struct.unpack('d', arg_write[index].raw_content[:8])[0]
+
+    @classmethod
+    def pynq_arr_copy(self, a:int):
+        """Executes Pynq array copy operation using vAccel over genop.
+
+        Args:
+            a: An integer for the initial array
+
+        Returns:
+            b: An integer for the copy of the array
+            c: An integer giving the length of the array
+        """
+
+        arg_read = [VaccelArg(data=int(self.__op__)),
+                    VaccelArg(data=a)]
+        arg_write = [VaccelArg(data=self.def_arg_write)]
+        return self.__genop__(arg_read=arg_read, arg_write=arg_write, index=0)
\ No newline at end of file
diff --git a/vaccel/pynq_parallel.py b/vaccel/pynq_parallel.py
new file mode 100644
index 0000000..01addfe
--- /dev/null
+++ b/vaccel/pynq_parallel.py
@@ -0,0 +1,51 @@
+from vaccel.session import Session
+from typing import List
+from vaccel.genop import Genop, VaccelArg, VaccelOpType
+import struct
+
+class Pynq_parallel:
+    """A Pynq parallel model vAccel resource.
+    
+    Attributes:
+        __op__: The genop operation type
+        def_arg_write (bytes): The result of the operation
+    """
+
+    __op__ = VaccelOpType.VACCEL_PYNQ_PARALLEL
+    
+    def_arg_write: bytes = bytes(100 * " ", encoding="utf-8")
+
+    @staticmethod
+    def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int) -> int:
+        """Performs the genop operation provided in arg_read.
+
+        Args:
+            arg_read : `list` 
+            arg_write : `list`
+            index : `int`
+
+        Returns:
+            The content of the `arg_write` indicated by `index`.
+        """
+        ses = Session(flags=0)
+        Genop.genop(ses, arg_read, arg_write)
+        return struct.unpack('d', arg_write[index].raw_content[:8])[0]
+
+    @classmethod
+    def pynq_parellel(self, a:float,len_a:int):
+        """Executes Pynq parallel operation using vAccel over genop.
+
+        Args:
+            a: A float for the array a
+            len_a: An integer giving the length of the array
+
+        Returns:
+            b: A float for the array b
+            add_out: A float for the addition
+            mult_out: A float for the multiplication
+        """
+        
+        arg_read = [VaccelArg(data=int(self.__op__)),
+                    VaccelArg(data=a),VaccelArg(data=len_a)]
+        arg_write = [VaccelArg(data=self.def_arg_write),VaccelArg(data=self.def_arg_write)]
+        return self.__genop__(arg_read=arg_read, arg_write=arg_write, index=0)
\ No newline at end of file
diff --git a/vaccel/pynq_vector_add.py b/vaccel/pynq_vector_add.py
new file mode 100644
index 0000000..41c4e99
--- /dev/null
+++ b/vaccel/pynq_vector_add.py
@@ -0,0 +1,52 @@
+from vaccel.session import Session
+from typing import List
+from vaccel.genop import Genop, VaccelArg, VaccelOpType
+import struct
+import copy
+
+class Pynq_vector_add:
+    """A Pynq vector add model vAccel resource.
+    
+    Attributes:
+        __op__: The genop operation type
+        def_arg_write (bytes): The result of the operation
+    """
+
+    __op__ = VaccelOpType.VACCEL_PYNQ_VECTOR_ADD
+    
+    def_arg_write: bytes = bytes(100 * " ", encoding="utf-8")
+
+    @staticmethod
+    def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int) -> int:
+        """Performs the genop operation provided in arg_read.
+
+        Args:
+            arg_read: `list` 
+            arg_write: `list`
+            index: `int`
+
+        Returns:
+        The content of the arg_write indicated by index.
+        """
+        ses = Session(flags=0)
+        Genop.genop(ses, arg_read, arg_write)
+        return struct.unpack('d', arg_write[index].raw_content[:8])[0]
+
+    @classmethod
+    def pynq_vector_add(self, len_a:int, len_b:int):
+        """Executes Pynq vector add operation using vAccel over genop.
+
+        Args:
+            len_a: An integer giving the length of the array a
+            len_b: An integer giving the length of the array b
+
+        Returns:
+            a: A float for the array a
+            b: A float for the array b
+            c: A float for the result of the addition
+        """
+        
+        arg_read = [VaccelArg(data=int(self.__op__)),
+                    VaccelArg(data=len_a),VaccelArg(data=len_b)]
+        arg_write = [VaccelArg(data=self.def_arg_write)]
+        return self.__genop__(arg_read=arg_read, arg_write=arg_write, index=0)
\ No newline at end of file
diff --git a/vaccel/resource.py b/vaccel/resource.py
index 8549588..e1d112b 100644
--- a/vaccel/resource.py
+++ b/vaccel/resource.py
@@ -17,7 +17,13 @@ def id(self):
 
     @abstractmethod
     def is_registered(self, session):
-        """Returns true if the resource is registered with the session"""
+        """Checks if the resource is registered with the session
+
+        Args:
+            session: A vaccel.Session instance
+
+        Returns:
+            True if the resource is registered with the session"""
         pass
 
     @abstractmethod
diff --git a/vaccel/sgemm.py b/vaccel/sgemm.py
new file mode 100644
index 0000000..27664d2
--- /dev/null
+++ b/vaccel/sgemm.py
@@ -0,0 +1,55 @@
+from array import array
+from vaccel.session import Session
+from typing import List
+from vaccel.genop import Genop, VaccelArg, VaccelOpType
+
+class Sgemm:
+    """An Sgemm model vAccel resource.
+    
+    Attributes:
+        def_arg_write (bytes): The result of the operation
+        __op__: The genop operation type
+    """
+
+    __op__ = VaccelOpType.VACCEL_BLAS_SGEMM
+    
+    def_arg_write: bytes = bytes(100 * " ", encoding="utf-8")
+
+    @staticmethod
+    def __genop__(arg_read: List[VaccelArg], arg_write: List[VaccelArg], index: int) -> str:
+        """Performs the genop operation provided in arg_read.
+
+        Args:
+            arg_read : `list`
+            arg_write : `list`
+            index : `int`
+
+        Returns:
+            The content of the `arg_write` indicated by `index`.
+        """
+        ses = Session(flags=0)
+        Genop.genop(ses, arg_read, arg_write)
+        return arg_write[index].content
+
+    @classmethod
+    def sgemm(self, m:int, n:int, k:int, alpha:float, lda:int, ldb:int, beta:float):
+        """Performs the Sgemm using vAccel over genop.
+
+        Args:
+            m: An integer for m dimension
+            n: An integer for m dimension
+            k: An integer for m dimension
+            alpha: A float for scalar constant
+            lda: An integer for the dimension
+            ldb: An integer for the dimension
+            beta: A float for scalar constant
+
+        Returns:
+            ldc: An integer
+        """
+        arg_read = [VaccelArg(data=int(self.__op__)),
+                    VaccelArg(data=m),VaccelArg(data=n),VaccelArg(data=k),
+                    VaccelArg(data=alpha),VaccelArg(data=lda),
+                    VaccelArg(data=ldb),VaccelArg(data=beta)]
+        arg_write = [VaccelArg(data=self.def_arg_write)]
+        return self.__genop__(arg_read=arg_read, arg_write=arg_write, index=0)
diff --git a/vaccel/test.py b/vaccel/test.py
index a0bb05f..0e85e2d 100644
--- a/vaccel/test.py
+++ b/vaccel/test.py
@@ -2,9 +2,13 @@
 from vaccel.noop import Noop
 from vaccel.genop import Genop, VaccelArg
 from vaccel.image import ImageClassify, ImageDetect, ImageSegment, ImagePose, ImageDepth
+from vaccel.minmax import MinMax
+from vaccel.sgemm import Sgemm
+from vaccel.pynq_array_copy import Pynq_array_copy
+from vaccel.pynq_parallel import Pynq_parallel
+from vaccel.pynq_vector_add import Pynq_vector_add
 from vaccel import image_genop as genimg
 
-
 def test_session():
     print("Session test")
     ses_a = Session(flags=0)
@@ -22,7 +26,8 @@ def test_noop():
     print('')
 
 
-imgsource = "/store/nucs/test.jpg"
+imgsource = "/usr/local/share/images/example.jpg"
+minmaxsource = "/usr/local/share/input/input_262144.csv"
 
 
 def test_genop():
@@ -79,6 +84,41 @@ def test_image_depth_genop():
     print('')
 
 
+def test_min_max_genop():
+    print('Min-Max over genop test')
+    res = MinMax.minmax(indata=262144, ndata=minmaxsource, low_threshold=10, high_threshold=5000)
+    print(res)
+    print('')
+
+
+def test_sgemm_genop():
+    print('Sgemm over genop test')
+    res = Sgemm.sgemm(m=512, n=512, k=512, alpha=32412.000000, lda=512, ldb=512, beta=2123.000000)
+    print(res)
+    print('')
+
+
+def test_pynq_array_copy_genop():
+    print('Pynq array copy over genop test')
+    res = Pynq_array_copy.pynq_arr_copy(a=10)
+    print(res)
+    print('')
+
+
+def test_pynq_parallel_genop():
+    print('Pynq parallel over genop test')
+    res = Pynq_parallel.pynq_parellel(a=1.0, len_a=3)
+    print(res)
+    print('')
+
+
+def test_pynq_vector_add_genop():
+    print('Pynq vector add over genop test')
+    res = Pynq_vector_add.pynq_vector_add(len_a=5, len_b=5)
+    print(res)
+    print('')
+
+
 def test_image_classify():
     print("Image classify test")
     ses = Session(flags=3)
@@ -133,6 +173,11 @@ def test_image_depth():
     test_image_segme_genop()
     test_image_pose_genop()
     test_image_depth_genop()
+    test_min_max_genop()
+    test_sgemm_genop()
+    test_pynq_array_copy_genop()
+    test_pynq_parallel_genop()
+    test_pynq_vector_add_genop()
     # test static image operations
     test_image_classify()
     test_image_detect()