Fix samples build (#24743)
Fixes the failing samples build.
- Sets torch requirement for notebooks to `torch==2.11.0`.
- Strips (local) cell output.
---------
Signed-off-by: Jelle Schuhmacher <schuehmacher@roofline.ai>
diff --git a/samples/colab/low_level_invoke_function.ipynb b/samples/colab/low_level_invoke_function.ipynb
index f875683..844cb54 100644
--- a/samples/colab/low_level_invoke_function.ipynb
+++ b/samples/colab/low_level_invoke_function.ipynb
@@ -1,114 +1,63 @@
{
- "nbformat": 4,
- "nbformat_minor": 0,
- "metadata": {
- "colab": {
- "name": "low_level_invoke_function.ipynb",
- "provenance": [],
- "collapsed_sections": [
- "FH3IRpYTta2v"
- ]
- },
- "kernelspec": {
- "name": "python3",
- "display_name": "Python 3"
- }
- },
"cells": [
{
"cell_type": "markdown",
- "metadata": {
- "id": "FH3IRpYTta2v"
- },
+ "metadata": {},
"source": [
"##### Copyright 2019 The IREE Authors"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "mWGa71_Ct2ug",
- "cellView": "form"
- },
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
- ],
- "execution_count": 1,
- "outputs": []
+ ]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "ZEmrd07EvthK"
- },
+ "metadata": {},
"source": [
"# Low Level Invoke Function"
]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "uMVh8_lZDRa7"
- },
+ "metadata": {},
"source": [
"This notebook shows off some concepts of the low level IREE python bindings."
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "Go2Nw7BgIHYU",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "0339165a-a35f-4b46-9cf8-f22adc69a7fe"
- },
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"!python -m pip install --pre iree-base-compiler iree-base-runtime -f https://iree.dev/pip-release-links.html"
- ],
- "execution_count": 2,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
- "Looking in links: https://iree.dev/pip-release-links.html\n",
- "Collecting iree-compiler\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20220929.281/iree_compiler-20220929.281-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (49.7 MB)\n",
- "\u001b[K |████████████████████████████████| 49.7 MB 99 kB/s \n",
- "\u001b[?25hCollecting iree-runtime\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20220929.281/iree_runtime-20220929.281-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB)\n",
- "\u001b[K |████████████████████████████████| 2.3 MB 40.7 MB/s \n",
- "\u001b[?25hRequirement already satisfied: PyYAML in /usr/local/lib/python3.7/dist-packages (from iree-compiler) (6.0)\n",
- "Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from iree-compiler) (1.21.6)\n",
- "Installing collected packages: iree-runtime, iree-compiler\n",
- "Successfully installed iree-compiler-20220929.281 iree-runtime-20220929.281\n"
- ]
- }
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "1F144M4wAFPz"
- },
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"import numpy as np\n",
"\n",
"from iree import runtime as ireert\n",
"from iree.compiler import compile_str"
- ],
- "execution_count": 3,
- "outputs": []
+ ]
},
{
"cell_type": "code",
- "metadata": {
- "id": "2Rq-JdzMAFPU"
- },
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"# Compile a module.\n",
"SIMPLE_MUL_ASM = \"\"\"\n",
@@ -122,19 +71,13 @@
"\n",
"# Compile using the vmvx (reference) target:\n",
"compiled_flatbuffer = compile_str(SIMPLE_MUL_ASM, target_backends=[\"vmvx\"])"
- ],
- "execution_count": 4,
- "outputs": []
+ ]
},
{
"cell_type": "code",
- "metadata": {
- "id": "TNQiNeOU_cpK",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "4f112fcf-34fe-4d36-c5da-825dc721bdbf"
- },
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"# Register the module with a runtime context.\n",
"# Use the \"local-task\" CPU driver, which can load the vmvx executable:\n",
@@ -150,18 +93,10 @@
"f = ctx.modules.arithmetic[\"simple_mul\"]\n",
"results = f(arg0, arg1).to_host()\n",
"print(\"Results:\", results)"
- ],
- "execution_count": 5,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "INVOKE simple_mul\n",
- "Results: [ 4. 10. 18. 28.]\n"
- ]
- }
]
}
- ]
+ ],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 0
}
diff --git a/samples/colab/pytorch_aot_advanced.ipynb b/samples/colab/pytorch_aot_advanced.ipynb
index 2dcd30e..9f69ba5 100644
--- a/samples/colab/pytorch_aot_advanced.ipynb
+++ b/samples/colab/pytorch_aot_advanced.ipynb
@@ -1,432 +1,226 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "UUXnh11hA75x"
- },
- "source": [
- "##### Copyright 2023 The IREE Authors"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "cellView": "form",
- "id": "FqsvmKpjBJO2"
- },
- "outputs": [],
- "source": [
- "#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
- "# See https://llvm.org/LICENSE.txt for license information.\n",
- "# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "38UDc27KBPD1"
- },
- "source": [
- "# <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/PyTorch_logo_icon.svg/640px-PyTorch_logo_icon.svg.png\" height=\"20px\"> PyTorch Ahead-of-time (AOT) export workflows using <img src=\"https://raw.githubusercontent.com/iree-org/iree/main/docs/website/docs/assets/images/IREE_Logo_Icon_Color.svg\" height=\"20px\"> IREE\n",
- "\n",
- "This notebook shows how to use [iree-turbine](https://github.com/iree-org/iree-turbine) for export from a PyTorch session to [IREE](https://github.com/iree-org/iree), leveraging [torch-mlir](https://github.com/llvm/torch-mlir) under the covers.\n",
- "\n",
- "iree-turbine contains both a \"simple\" AOT exporter and an underlying advanced\n",
- "API for complicated models and full feature availability. This notebook shows\n",
- "some of the features available in the \"advanced\" toolkit."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "jbcW5jMLK8gK"
- },
- "source": [
- "## Setup"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {
- "cellView": "form",
- "id": "KsPubQSvCbXd"
- },
- "outputs": [],
- "source": [
- "%%capture\n",
- "#@title Uninstall existing packages\n",
- "# This avoids some warnings when installing specific PyTorch packages below.\n",
- "!python -m pip uninstall -y fastai torchaudio torchdata torchtext torchvision"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {
- "cellView": "form",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "oO1tirq2ggmO",
- "outputId": "2f36a84a-ac8d-453c-c8ed-3d19161b8866"
- },
- "outputs": [
+ "cells": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Looking in indexes: https://download.pytorch.org/whl/test/cpu\n",
- "Collecting torch==2.3.0\n",
- " Downloading https://download.pytorch.org/whl/test/cpu/torch-2.3.0%2Bcpu-cp310-cp310-linux_x86_64.whl (190.4 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m190.4/190.4 MB\u001b[0m \u001b[31m4.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (3.16.1)\n",
- "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (4.12.2)\n",
- "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (1.13.1)\n",
- "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (3.4.2)\n",
- "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (3.1.4)\n",
- "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (2024.10.0)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.3.0) (3.0.2)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.3.0) (1.3.0)\n",
- "Installing collected packages: torch\n",
- " Attempting uninstall: torch\n",
- " Found existing installation: torch 2.5.0+cu121\n",
- " Uninstalling torch-2.5.0+cu121:\n",
- " Successfully uninstalled torch-2.5.0+cu121\n",
- "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
- "timm 1.0.11 requires torchvision, which is not installed.\u001b[0m\u001b[31m\n",
- "\u001b[0mSuccessfully installed torch-2.3.0+cpu\n"
- ]
- }
- ],
- "source": [
- "#@title Install Pytorch 2.3.0 (for CPU)\n",
- "!python -m pip install --index-url https://download.pytorch.org/whl/test/cpu --upgrade torch==2.3.0"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##### Copyright 2023 The IREE Authors"
+ ]
},
- "id": "4iJFDHbsAzo4",
- "outputId": "0234c0d1-94b0-4a4d-8876-2feb320c4ae5"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Collecting iree-turbine\n",
- " Downloading iree_turbine-2.5.0-py3-none-any.whl.metadata (5.7 kB)\n",
- "Requirement already satisfied: numpy>=1.26.3 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (1.26.4)\n",
- "Collecting iree-compiler (from iree-turbine)\n",
- " Downloading iree_compiler-20241104.1068-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (615 bytes)\n",
- "Collecting iree-runtime (from iree-turbine)\n",
- " Downloading iree_runtime-20241104.1068-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (798 bytes)\n",
- "Requirement already satisfied: torch>=2.3.0 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (2.3.0+cpu)\n",
- "Requirement already satisfied: Jinja2>=3.1.3 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (3.1.4)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from Jinja2>=3.1.3->iree-turbine) (3.0.2)\n",
- "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=2.3.0->iree-turbine) (3.16.1)\n",
- "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/dist-packages (from torch>=2.3.0->iree-turbine) (4.12.2)\n",
- "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=2.3.0->iree-turbine) (1.13.1)\n",
- "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=2.3.0->iree-turbine) (3.4.2)\n",
- "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch>=2.3.0->iree-turbine) (2024.10.0)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=2.3.0->iree-turbine) (1.3.0)\n",
- "Downloading iree_turbine-2.5.0-py3-none-any.whl (271 kB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m271.3/271.3 kB\u001b[0m \u001b[31m4.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading iree_compiler-20241104.1068-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (70.7 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m70.7/70.7 MB\u001b[0m \u001b[31m13.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading iree_runtime-20241104.1068-cp310-cp310-manylinux_2_28_x86_64.whl (8.0 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m8.0/8.0 MB\u001b[0m \u001b[31m59.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hInstalling collected packages: iree-runtime, iree-compiler, iree-turbine\n",
- "Successfully installed iree-compiler-20241104.1068 iree-runtime-20241104.1068 iree-turbine-2.5.0\n"
- ]
- }
- ],
- "source": [
- "#@title Install iree-turbine\n",
- "!python -m pip install --pre iree-turbine -f https://iree.dev/pip-release-links.html"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
+ "# See https://llvm.org/LICENSE.txt for license information.\n",
+ "# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
+ ]
},
- "id": "nkVLzRpcDnVL",
- "outputId": "f989db15-1644-4c9e-f307-ea5e2abbbc82"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Installed iree-turbine, Version: 2.5.0\n",
- "\n",
- "Installed IREE, compiler version information:\n",
- "IREE (https://iree.dev):\n",
- " IREE compiler version 20241104.1068 @ 9c85e30df30d6efcf68a7a1b594e89322bd6085d\n",
- " LLVM version 20.0.0git\n",
- " Optimized build\n",
- "\n",
- "Installed PyTorch, version: 2.3.0+cpu\n"
- ]
- }
- ],
- "source": [
- "#@title Report version information\n",
- "!echo \"Installed iree-turbine, $(python -m pip show iree_turbine | grep Version)\"\n",
- "\n",
- "!echo -e \"\\nInstalled IREE, compiler version information:\"\n",
- "!iree-compile --version\n",
- "\n",
- "import torch\n",
- "print(\"\\nInstalled PyTorch, version:\", torch.__version__)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "1Mi3YR75LBxl"
- },
- "source": [
- "## Advanced AOT toolkit examples\n",
- "\n",
- "1. Define a PyTorch program using `torch.nn.Module`\n",
- "2. Define the API and properties of that program by using `aot.CompiledModule`\n",
- "3. Export the program using `aot.export()`\n",
- "4. Compile to a deployable artifact\n",
- " * a: By staying within a Python session\n",
- " * b: By outputting MLIR and continuing using native tools\n",
- "\n",
- "Useful documentation:\n",
- "\n",
- "* [IREE PyTorch guide](https://iree.dev/guides/ml-frameworks/pytorch/)\n",
- "* [PyTorch Modules](https://pytorch.org/docs/stable/notes/modules.html) (`nn.Module`) as building blocks for stateful computation\n",
- "* IREE compiler and runtime [Python bindings](https://www.iree.dev/reference/bindings/python/)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {
- "id": "oPdjrmPZMNz6"
- },
- "outputs": [],
- "source": [
- "#@title 1. Define a program using `torch.nn.Module`\n",
- "torch.manual_seed(0)\n",
- "\n",
- "class LinearModule(torch.nn.Module):\n",
- " def __init__(self, in_features, out_features):\n",
- " super().__init__()\n",
- " self.weight = torch.nn.Parameter(torch.randn(in_features, out_features))\n",
- " self.bias = torch.nn.Parameter(torch.randn(out_features))\n",
- "\n",
- " def forward(self, input):\n",
- " return (input @ self.weight) + self.bias\n",
- "\n",
- "linear_module = LinearModule(4, 3)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {
- "id": "Ua3tNtUIozoa"
- },
- "outputs": [],
- "source": [
- "#@title 2. Define the API and properties of that program by using aot.CompiledModule\n",
- "\n",
- "import iree.turbine.aot as aot\n",
- "\n",
- "example_weight = torch.randn(4, 3)\n",
- "example_bias = torch.randn(3)\n",
- "\n",
- "class CompiledLinearModule(aot.CompiledModule):\n",
- " params = aot.export_parameters(linear_module, mutable=True)\n",
- " compute = aot.jittable(linear_module.forward)\n",
- "\n",
- " def main(self, x=aot.AbstractTensor(4)):\n",
- " return self.compute(x)\n",
- "\n",
- " def get_weight(self):\n",
- " return self.params[\"weight\"]\n",
- "\n",
- " def set_weight(self, weight=aot.abstractify(example_weight)):\n",
- " self.params[\"weight\"] = weight\n",
- "\n",
- " def get_bias(self):\n",
- " return self.params[\"bias\"]\n",
- "\n",
- " def set_bias(self, bias=aot.abstractify(example_bias)):\n",
- " self.params[\"bias\"] = bias"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {
- "id": "eK2fWVfiSQ8f"
- },
- "outputs": [],
- "source": [
- "#@title 3. Export the program using `aot.export()`\n",
- "export_output = aot.export(CompiledLinearModule)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/PyTorch_logo_icon.svg/640px-PyTorch_logo_icon.svg.png\" height=\"20px\"> PyTorch Ahead-of-time (AOT) export workflows using <img src=\"https://raw.githubusercontent.com/iree-org/iree/main/docs/website/docs/assets/images/IREE_Logo_Icon_Color.svg\" height=\"20px\"> IREE\n",
+ "\n",
+ "This notebook shows how to use [iree-turbine](https://github.com/iree-org/iree-turbine) for export from a PyTorch session to [IREE](https://github.com/iree-org/iree), leveraging [torch-mlir](https://github.com/llvm/torch-mlir) under the covers.\n",
+ "\n",
+ "iree-turbine contains both a \"simple\" AOT exporter and an underlying advanced\n",
+ "API for complicated models and full feature availability. This notebook shows\n",
+ "some of the features available in the \"advanced\" toolkit."
+ ]
},
- "id": "eMRNdFdos900",
- "outputId": "fae696f2-8dbe-4873-f392-953673b6094f"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[ 1.4178505 -1.2343317 -7.4767942]\n"
- ]
- }
- ],
- "source": [
- "#@title 4a. Compile fully to a deployable artifact, in our existing Python session\n",
- "\n",
- "# Staying in Python gives the API a chance to reuse memory, improving\n",
- "# performance when compiling large programs.\n",
- "\n",
- "compiled_binary = export_output.compile(save_to=None)\n",
- "\n",
- "# Use the IREE runtime API to test the compiled program.\n",
- "import numpy as np\n",
- "import iree.runtime as ireert\n",
- "\n",
- "config = ireert.Config(\"local-task\")\n",
- "vm_module = ireert.load_vm_module(\n",
- " ireert.VmModule.wrap_buffer(config.vm_instance, compiled_binary.map_memory()),\n",
- " config,\n",
- ")\n",
- "\n",
- "input = np.array([1.0, 2.0, 3.0, 4.0], dtype=np.float32)\n",
- "result = vm_module.main(input)\n",
- "print(result.to_host())"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Setup"
+ ]
},
- "id": "0AdkXY8VNL2-",
- "outputId": "66335f65-2e9a-4a3a-b9ae-638490063a6e"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "module @compiled_linear {\n",
- " util.global private mutable @_params.weight = dense_resource<_params.weight> : tensor<4x3xf32>\n",
- " util.global private mutable @_params.bias = dense_resource<_params.bias> : tensor<3xf32>\n",
- " func.func @main(%arg0: tensor<4xf32>) -> tensor<3xf32> attributes {torch.args_schema = \"[1, {\\22type\\22: \\22builtins.tuple\\22, \\22context\\22: \\22null\\22, \\22children_spec\\22: [{\\22type\\22: \\22builtins.list\\22, \\22context\\22: \\22null\\22, \\22children_spec\\22: [{\\22type\\22: null, \\22context\\22: null, \\22children_spec\\22: []}]}, {\\22type\\22: \\22builtins.dict\\22, \\22context\\22: \\22[]\\22, \\22children_spec\\22: []}]}]\", torch.return_schema = \"[1, {\\22type\\22: null, \\22context\\22: null, \\22children_spec\\22: []}]\"} {\n",
- " %0 = torch_c.from_builtin_tensor %arg0 : tensor<4xf32> -> !torch.vtensor<[4],f32>\n",
- " %1 = call @forward(%0) : (!torch.vtensor<[4],f32>) -> !torch.vtensor<[3],f32>\n",
- " %2 = torch_c.to_builtin_tensor %1 : !torch.vtensor<[3],f32> -> tensor<3xf32>\n",
- " return %2 : tensor<3xf32>\n",
- " }\n",
- " func.func private @forward(%arg0: !torch.vtensor<[4],f32>) -> !torch.vtensor<[3],f32> {\n",
- " %int0 = torch.constant.int 0\n",
- " %0 = torch.aten.unsqueeze %arg0, %int0 : !torch.vtensor<[4],f32>, !torch.int -> !torch.vtensor<[1,4],f32>\n",
- " %_params.weight = util.global.load @_params.weight : tensor<4x3xf32>\n",
- " %1 = torch_c.from_builtin_tensor %_params.weight : tensor<4x3xf32> -> !torch.vtensor<[4,3],f32>\n",
- " %2 = torch.aten.mm %0, %1 : !torch.vtensor<[1,4],f32>, !torch.vtensor<[4,3],f32> -> !torch.vtensor<[1,3],f32>\n",
- " %int0_0 = torch.constant.int 0\n",
- " %3 = torch.aten.squeeze.dim %2, %int0_0 : !torch.vtensor<[1,3],f32>, !torch.int -> !torch.vtensor<[3],f32>\n",
- " %_params.bias = util.global.load @_params.bias : tensor<3xf32>\n",
- " %4 = torch_c.from_builtin_tensor %_params.bias : tensor<3xf32> -> !torch.vtensor<[3],f32>\n",
- " %int1 = torch.constant.int 1\n",
- " %5 = torch.aten.add.Tensor %3, %4, %int1 : !torch.vtensor<[3],f32>, !torch.vtensor<[3],f32>, !torch.int -> !torch.vtensor<[3],f32>\n",
- " return %5 : !torch.vtensor<[3],f32>\n",
- " }\n",
- " func.func @get_weight() -> tensor<4x3xf32> attributes {torch.return_schema = \"[1, {\\22type\\22: null, \\22context\\22: null, \\22children_spec\\22: []}]\"} {\n",
- " %_params.weight = util.global.load @_params.weight : tensor<4x3xf32>\n",
- " return %_params.weight : tensor<4x3xf32>\n",
- " }\n",
- " func.func @set_weight(%arg0: tensor<4x3xf32>) attributes {torch.args_schema = \"[1, {\\22type\\22: \\22builtins.tuple\\22, \\22context\\22: \\22null\\22, \\22children_spec\\22: [{\\22type\\22: \\22builtins.list\\22, \\22context\\22: \\22null\\22, \\22children_spec\\22: [{\\22type\\22: null, \\22context\\22: null, \\22children_spec\\22: []}]}, {\\22type\\22: \\22builtins.dict\\22, \\22context\\22: \\22[]\\22, \\22children_spec\\22: []}]}]\"} {\n",
- " util.global.store %arg0, @_params.weight : tensor<4x3xf32>\n",
- " return\n",
- " }\n",
- " func.func @get_bias() -> tensor<3xf32> attributes {torch.return_schema = \"[1, {\\22type\\22: null, \\22context\\22: null, \\22children_spec\\22: []}]\"} {\n",
- " %_params.bias = util.global.load @_params.bias : tensor<3xf32>\n",
- " return %_params.bias : tensor<3xf32>\n",
- " }\n",
- " func.func @set_bias(%arg0: tensor<3xf32>) attributes {torch.args_schema = \"[1, {\\22type\\22: \\22builtins.tuple\\22, \\22context\\22: \\22null\\22, \\22children_spec\\22: [{\\22type\\22: \\22builtins.list\\22, \\22context\\22: \\22null\\22, \\22children_spec\\22: [{\\22type\\22: null, \\22context\\22: null, \\22children_spec\\22: []}]}, {\\22type\\22: \\22builtins.dict\\22, \\22context\\22: \\22[]\\22, \\22children_spec\\22: []}]}]\"} {\n",
- " util.global.store %arg0, @_params.bias : tensor<3xf32>\n",
- " return\n",
- " }\n",
- "}\n",
- "\n",
- "{-#\n",
- " dialect_resources: {\n",
- " builtin: {\n",
- " _params.weight: \"0x040000005C3FC53F503C96BE49710BC0B684113FA1D18ABF2D05B3BF7A83CE3EE588563F442138BF0B83CEBE18BD18BFC6673A3E\",\n",
- " _params.bias: \"0x04000000074F5BBF99E08C3FAB1C89BF\"\n",
- " }\n",
- " }\n",
- "#-}\n",
- "EXEC @main\n",
- "result[0]: hal.buffer_view\n",
- "3xf32=1.41785 -1.23433 -7.47679\n"
- ]
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%capture\n",
+ "#@title Uninstall existing packages\n",
+ "# This avoids some warnings when installing specific PyTorch packages below.\n",
+ "!python -m pip uninstall -y fastai torchaudio torchdata torchtext torchvision"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Install Pytorch 2.3.0 (for CPU)\n",
+ "!python -m pip install --index-url https://download.pytorch.org/whl/test/cpu --upgrade torch==2.11.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Install iree-turbine\n",
+ "!python -m pip install --pre iree-turbine -f https://iree.dev/pip-release-links.html"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Report version information\n",
+ "!echo \"Installed iree-turbine, $(python -m pip show iree_turbine | grep Version)\"\n",
+ "\n",
+ "!echo -e \"\\nInstalled IREE, compiler version information:\"\n",
+ "!iree-compile --version\n",
+ "\n",
+ "import torch\n",
+ "print(\"\\nInstalled PyTorch, version:\", torch.__version__)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Advanced AOT toolkit examples\n",
+ "\n",
+ "1. Define a PyTorch program using `torch.nn.Module`\n",
+ "2. Define the API and properties of that program by using `aot.CompiledModule`\n",
+ "3. Export the program using `aot.export()`\n",
+ "4. Compile to a deployable artifact\n",
+ " * a: By staying within a Python session\n",
+ " * b: By outputting MLIR and continuing using native tools\n",
+ "\n",
+ "Useful documentation:\n",
+ "\n",
+ "* [IREE PyTorch guide](https://iree.dev/guides/ml-frameworks/pytorch/)\n",
+ "* [PyTorch Modules](https://pytorch.org/docs/stable/notes/modules.html) (`nn.Module`) as building blocks for stateful computation\n",
+ "* IREE compiler and runtime [Python bindings](https://www.iree.dev/reference/bindings/python/)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 1. Define a program using `torch.nn.Module`\n",
+ "torch.manual_seed(0)\n",
+ "\n",
+ "class LinearModule(torch.nn.Module):\n",
+ " def __init__(self, in_features, out_features):\n",
+ " super().__init__()\n",
+ " self.weight = torch.nn.Parameter(torch.randn(in_features, out_features))\n",
+ " self.bias = torch.nn.Parameter(torch.randn(out_features))\n",
+ "\n",
+ " def forward(self, input):\n",
+ " return (input @ self.weight) + self.bias\n",
+ "\n",
+ "linear_module = LinearModule(4, 3)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 2. Define the API and properties of that program by using aot.CompiledModule\n",
+ "\n",
+ "import iree.turbine.aot as aot\n",
+ "\n",
+ "example_weight = torch.randn(4, 3)\n",
+ "example_bias = torch.randn(3)\n",
+ "\n",
+ "class CompiledLinearModule(aot.CompiledModule):\n",
+ " params = aot.export_parameters(linear_module, mutable=True)\n",
+ " compute = aot.jittable(linear_module.forward)\n",
+ "\n",
+ " def main(self, x=aot.AbstractTensor(4)):\n",
+ " return self.compute(x)\n",
+ "\n",
+ " def get_weight(self):\n",
+ " return self.params[\"weight\"]\n",
+ "\n",
+ " def set_weight(self, weight=aot.abstractify(example_weight)):\n",
+ " self.params[\"weight\"] = weight\n",
+ "\n",
+ " def get_bias(self):\n",
+ " return self.params[\"bias\"]\n",
+ "\n",
+ " def set_bias(self, bias=aot.abstractify(example_bias)):\n",
+ " self.params[\"bias\"] = bias"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 3. Export the program using `aot.export()`\n",
+ "export_output = aot.export(CompiledLinearModule)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 4a. Compile fully to a deployable artifact, in our existing Python session\n",
+ "\n",
+ "# Staying in Python gives the API a chance to reuse memory, improving\n",
+ "# performance when compiling large programs.\n",
+ "\n",
+ "compiled_binary = export_output.compile(save_to=None)\n",
+ "\n",
+ "# Use the IREE runtime API to test the compiled program.\n",
+ "import numpy as np\n",
+ "import iree.runtime as ireert\n",
+ "\n",
+ "config = ireert.Config(\"local-task\")\n",
+ "vm_module = ireert.load_vm_module(\n",
+ " ireert.VmModule.wrap_buffer(config.vm_instance, compiled_binary.map_memory()),\n",
+ " config,\n",
+ ")\n",
+ "\n",
+ "input = np.array([1.0, 2.0, 3.0, 4.0], dtype=np.float32)\n",
+ "result = vm_module.main(input)\n",
+ "print(result.to_host())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 4b. Output MLIR then continue from Python or native tools later\n",
+ "\n",
+ "# Leaving Python allows for file system checkpointing and grants access to\n",
+ "# native development workflows.\n",
+ "\n",
+ "mlir_file_path = \"/tmp/linear_module_pytorch.mlirbc\"\n",
+ "vmfb_file_path = \"/tmp/linear_module_pytorch_llvmcpu.vmfb\"\n",
+ "\n",
+ "export_output.print_readable()\n",
+ "export_output.save_mlir(mlir_file_path)\n",
+ "\n",
+ "!iree-compile --iree-input-type=torch --iree-hal-target-device=local --iree-hal-local-target-device-backends=llvm-cpu --iree-llvmcpu-target-cpu=host {mlir_file_path} -o {vmfb_file_path}\n",
+ "!iree-run-module --module={vmfb_file_path} --device=local-task --function=main --input=\"4xf32=[1.0, 2.0, 3.0, 4.0]\""
+ ]
}
- ],
- "source": [
- "#@title 4b. Output MLIR then continue from Python or native tools later\n",
- "\n",
- "# Leaving Python allows for file system checkpointing and grants access to\n",
- "# native development workflows.\n",
- "\n",
- "mlir_file_path = \"/tmp/linear_module_pytorch.mlirbc\"\n",
- "vmfb_file_path = \"/tmp/linear_module_pytorch_llvmcpu.vmfb\"\n",
- "\n",
- "export_output.print_readable()\n",
- "export_output.save_mlir(mlir_file_path)\n",
- "\n",
- "!iree-compile --iree-input-type=torch --iree-hal-target-device=local --iree-hal-local-target-device-backends=llvm-cpu --iree-llvmcpu-target-cpu=host {mlir_file_path} -o {vmfb_file_path}\n",
- "!iree-run-module --module={vmfb_file_path} --device=local-task --function=main --input=\"4xf32=[1.0, 2.0, 3.0, 4.0]\""
- ]
- }
- ],
- "metadata": {
- "colab": {
- "collapsed_sections": [
- "UUXnh11hA75x"
- ],
- "provenance": []
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- },
- "language_info": {
- "name": "python"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 0
+ ],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 0
}
diff --git a/samples/colab/pytorch_aot_simple.ipynb b/samples/colab/pytorch_aot_simple.ipynb
index 3cffb39..d7557e4 100644
--- a/samples/colab/pytorch_aot_simple.ipynb
+++ b/samples/colab/pytorch_aot_simple.ipynb
@@ -1,377 +1,197 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "UUXnh11hA75x"
- },
- "source": [
- "##### Copyright 2023 The IREE Authors"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "cellView": "form",
- "id": "FqsvmKpjBJO2"
- },
- "outputs": [],
- "source": [
- "#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
- "# See https://llvm.org/LICENSE.txt for license information.\n",
- "# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "38UDc27KBPD1"
- },
- "source": [
- "# <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/PyTorch_logo_icon.svg/640px-PyTorch_logo_icon.svg.png\" height=\"20px\"> PyTorch Ahead-of-time (AOT) export workflows using <img src=\"https://raw.githubusercontent.com/iree-org/iree/main/docs/website/docs/assets/images/IREE_Logo_Icon_Color.svg\" height=\"20px\"> IREE\n",
- "\n",
- "This notebook shows how to use [iree-turbine](https://github.com/iree-org/iree-turbine) for export from a PyTorch session to [IREE](https://github.com/iree-org/iree), leveraging [torch-mlir](https://github.com/llvm/torch-mlir) under the covers.\n",
- "\n",
- "iree-turbine contains both a \"simple\" AOT exporter and an underlying advanced\n",
- "API for complicated models and full feature availability. This notebook only\n",
- "uses the \"simple\" exporter."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "jbcW5jMLK8gK"
- },
- "source": [
- "## Setup"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {
- "cellView": "form",
- "id": "KsPubQSvCbXd"
- },
- "outputs": [],
- "source": [
- "%%capture\n",
- "#@title Uninstall existing packages\n",
- "# This avoids some warnings when installing specific PyTorch packages below.\n",
- "!python -m pip uninstall -y fastai torchaudio torchdata torchtext torchvision"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {
- "cellView": "form",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "3ebWazfjJ6en",
- "outputId": "913c0ccf-9895-4c3f-cd12-20c8185c747d"
- },
- "outputs": [
+ "cells": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Looking in indexes: https://download.pytorch.org/whl/test/cpu\n",
- "Collecting torch==2.3.0\n",
- " Downloading https://download.pytorch.org/whl/test/cpu/torch-2.3.0%2Bcpu-cp310-cp310-linux_x86_64.whl (190.4 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m190.4/190.4 MB\u001b[0m \u001b[31m5.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (3.16.1)\n",
- "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (4.12.2)\n",
- "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (1.13.1)\n",
- "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (3.4.2)\n",
- "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (3.1.4)\n",
- "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch==2.3.0) (2024.10.0)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.3.0) (3.0.2)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.3.0) (1.3.0)\n",
- "Installing collected packages: torch\n",
- " Attempting uninstall: torch\n",
- " Found existing installation: torch 2.5.0+cu121\n",
- " Uninstalling torch-2.5.0+cu121:\n",
- " Successfully uninstalled torch-2.5.0+cu121\n",
- "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
- "timm 1.0.11 requires torchvision, which is not installed.\u001b[0m\u001b[31m\n",
- "\u001b[0mSuccessfully installed torch-2.3.0+cpu\n"
- ]
- }
- ],
- "source": [
- "#@title Install Pytorch 2.3.0 (for CPU)\n",
- "!python -m pip install --index-url https://download.pytorch.org/whl/test/cpu --upgrade torch==2.3.0"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##### Copyright 2023 The IREE Authors"
+ ]
},
- "id": "4iJFDHbsAzo4",
- "outputId": "5ba8936d-0cf4-40e8-d012-d987ee9ad9e3"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Collecting iree-turbine\n",
- " Downloading iree_turbine-2.5.0-py3-none-any.whl.metadata (5.7 kB)\n",
- "Requirement already satisfied: numpy>=1.26.3 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (1.26.4)\n",
- "Collecting iree-compiler (from iree-turbine)\n",
- " Downloading iree_compiler-20241104.1068-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (615 bytes)\n",
- "Collecting iree-runtime (from iree-turbine)\n",
- " Downloading iree_runtime-20241104.1068-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (798 bytes)\n",
- "Requirement already satisfied: torch>=2.3.0 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (2.3.0+cpu)\n",
- "Requirement already satisfied: Jinja2>=3.1.3 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (3.1.4)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from Jinja2>=3.1.3->iree-turbine) (3.0.2)\n",
- "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=2.3.0->iree-turbine) (3.16.1)\n",
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- "\u001b[?25hDownloading iree_compiler-20241104.1068-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (70.7 MB)\n",
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- "\u001b[?25hInstalling collected packages: iree-runtime, iree-compiler, iree-turbine\n",
- "Successfully installed iree-compiler-20241104.1068 iree-runtime-20241104.1068 iree-turbine-2.5.0\n"
- ]
- }
- ],
- "source": [
- "#@title Install iree-turbine\n",
- "\n",
- "!python -m pip install --pre iree-turbine -f https://iree.dev/pip-release-links.html"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
+ "# See https://llvm.org/LICENSE.txt for license information.\n",
+ "# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
+ ]
},
- "id": "nkVLzRpcDnVL",
- "outputId": "0481a14b-e261-4ea5-8d4e-228078b775f6"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Installed iree-turbine, Version: 2.5.0\n",
- "\n",
- "Installed IREE, compiler version information:\n",
- "IREE (https://iree.dev):\n",
- " IREE compiler version 20241104.1068 @ 9c85e30df30d6efcf68a7a1b594e89322bd6085d\n",
- " LLVM version 20.0.0git\n",
- " Optimized build\n",
- "\n",
- "Installed PyTorch, version: 2.3.0+cpu\n"
- ]
- }
- ],
- "source": [
- "#@title Report version information\n",
- "!echo \"Installed iree-turbine, $(python -m pip show iree_turbine | grep Version)\"\n",
- "\n",
- "!echo -e \"\\nInstalled IREE, compiler version information:\"\n",
- "!iree-compile --version\n",
- "\n",
- "import torch\n",
- "print(\"\\nInstalled PyTorch, version:\", torch.__version__)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "1Mi3YR75LBxl"
- },
- "source": [
- "## Sample AOT workflow\n",
- "\n",
- "1. Define a program using `torch.nn.Module`\n",
- "2. Export the program using `aot.export()`\n",
- "3. Compile to a deployable artifact\n",
- " * a: By staying within a Python session\n",
- " * b: By outputting MLIR and continuing using native tools\n",
- "\n",
- "Useful documentation:\n",
- "\n",
- "* [PyTorch Modules](https://pytorch.org/docs/stable/notes/modules.html) (`nn.Module`) as building blocks for stateful computation\n",
- "* IREE compiler and runtime [Python bindings](https://www.iree.dev/reference/bindings/python/)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {
- "id": "oPdjrmPZMNz6"
- },
- "outputs": [],
- "source": [
- "#@title 1. Define a program using `torch.nn.Module`\n",
- "torch.manual_seed(0)\n",
- "\n",
- "class LinearModule(torch.nn.Module):\n",
- " def __init__(self, in_features, out_features):\n",
- " super().__init__()\n",
- " self.weight = torch.nn.Parameter(torch.randn(in_features, out_features))\n",
- " self.bias = torch.nn.Parameter(torch.randn(out_features))\n",
- "\n",
- " def forward(self, input):\n",
- " return (input @ self.weight) + self.bias\n",
- "\n",
- "linear_module = LinearModule(4, 3)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
- "metadata": {
- "id": "eK2fWVfiSQ8f"
- },
- "outputs": [],
- "source": [
- "#@title 2. Export the program using `aot.export()`\n",
- "import iree.turbine.aot as aot\n",
- "\n",
- "example_arg = torch.randn(4)\n",
- "export_output = aot.export(linear_module, example_arg)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/PyTorch_logo_icon.svg/640px-PyTorch_logo_icon.svg.png\" height=\"20px\"> PyTorch Ahead-of-time (AOT) export workflows using <img src=\"https://raw.githubusercontent.com/iree-org/iree/main/docs/website/docs/assets/images/IREE_Logo_Icon_Color.svg\" height=\"20px\"> IREE\n",
+ "\n",
+ "This notebook shows how to use [iree-turbine](https://github.com/iree-org/iree-turbine) for export from a PyTorch session to [IREE](https://github.com/iree-org/iree), leveraging [torch-mlir](https://github.com/llvm/torch-mlir) under the covers.\n",
+ "\n",
+ "iree-turbine contains both a \"simple\" AOT exporter and an underlying advanced\n",
+ "API for complicated models and full feature availability. This notebook only\n",
+ "uses the \"simple\" exporter."
+ ]
},
- "id": "eMRNdFdos900",
- "outputId": "073486bf-1590-4838-ebc8-b76b80e87d32"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[ 1.4178505 -1.2343317 -7.4767942]\n"
- ]
- }
- ],
- "source": [
- "#@title 3a. Compile fully to a deployable artifact, in our existing Python session\n",
- "\n",
- "# Staying in Python gives the API a chance to reuse memory, improving\n",
- "# performance when compiling large programs.\n",
- "\n",
- "compiled_binary = export_output.compile(save_to=None)\n",
- "\n",
- "# Use the IREE runtime API to test the compiled program.\n",
- "import numpy as np\n",
- "import iree.runtime as ireert\n",
- "\n",
- "config = ireert.Config(\"local-task\")\n",
- "vm_module = ireert.load_vm_module(\n",
- " ireert.VmModule.wrap_buffer(config.vm_instance, compiled_binary.map_memory()),\n",
- " config,\n",
- ")\n",
- "\n",
- "input = np.array([1.0, 2.0, 3.0, 4.0], dtype=np.float32)\n",
- "result = vm_module.main(input)\n",
- "print(result.to_host())"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Setup"
+ ]
},
- "id": "0AdkXY8VNL2-",
- "outputId": "3381872c-d048-4f99-b35d-a0ebfef00dfc"
- },
- "outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Exported .mlir:\n",
- "module @module {\n",
- " func.func @main(%arg0: !torch.vtensor<[4],f32>) -> !torch.vtensor<[3],f32> attributes {torch.assume_strict_symbolic_shapes} {\n",
- " %int0 = torch.constant.int 0\n",
- " %0 = torch.aten.unsqueeze %arg0, %int0 : !torch.vtensor<[4],f32>, !torch.int -> !torch.vtensor<[1,4],f32>\n",
- " %1 = torch.vtensor.literal(dense_resource<torch_tensor_4_3_torch.float32> : tensor<4x3xf32>) : !torch.vtensor<[4,3],f32>\n",
- " %2 = torch.aten.mm %0, %1 : !torch.vtensor<[1,4],f32>, !torch.vtensor<[4,3],f32> -> !torch.vtensor<[1,3],f32>\n",
- " %int0_0 = torch.constant.int 0\n",
- " %3 = torch.aten.squeeze.dim %2, %int0_0 : !torch.vtensor<[1,3],f32>, !torch.int -> !torch.vtensor<[3],f32>\n",
- " %4 = torch.vtensor.literal(dense_resource<torch_tensor_3_torch.float32> : tensor<3xf32>) : !torch.vtensor<[3],f32>\n",
- " %int1 = torch.constant.int 1\n",
- " %5 = torch.aten.add.Tensor %3, %4, %int1 : !torch.vtensor<[3],f32>, !torch.vtensor<[3],f32>, !torch.int -> !torch.vtensor<[3],f32>\n",
- " return %5 : !torch.vtensor<[3],f32>\n",
- " }\n",
- "}\n",
- "\n",
- "{-#\n",
- " dialect_resources: {\n",
- " builtin: {\n",
- " torch_tensor_4_3_torch.float32: \"0x040000005C3FC53F503C96BE49710BC0B684113FA1D18ABF2D05B3BF7A83CE3EE588563F442138BF0B83CEBE18BD18BFC6673A3E\",\n",
- " torch_tensor_3_torch.float32: \"0x04000000074F5BBF99E08C3FAB1C89BF\"\n",
- " }\n",
- " }\n",
- "#-}\n",
- "Compiling and running...\n",
- "EXEC @main\n",
- "result[0]: hal.buffer_view\n",
- "3xf32=1.41785 -1.23433 -7.47679\n"
- ]
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%capture\n",
+ "#@title Uninstall existing packages\n",
+ "# This avoids some warnings when installing specific PyTorch packages below.\n",
+ "!python -m pip uninstall -y fastai torchaudio torchdata torchtext torchvision"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Install Pytorch 2.3.0 (for CPU)\n",
+ "!python -m pip install --index-url https://download.pytorch.org/whl/test/cpu --upgrade torch==2.11.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Install iree-turbine\n",
+ "\n",
+ "!python -m pip install --pre iree-turbine -f https://iree.dev/pip-release-links.html"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title Report version information\n",
+ "!echo \"Installed iree-turbine, $(python -m pip show iree_turbine | grep Version)\"\n",
+ "\n",
+ "!echo -e \"\\nInstalled IREE, compiler version information:\"\n",
+ "!iree-compile --version\n",
+ "\n",
+ "import torch\n",
+ "print(\"\\nInstalled PyTorch, version:\", torch.__version__)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Sample AOT workflow\n",
+ "\n",
+ "1. Define a program using `torch.nn.Module`\n",
+ "2. Export the program using `aot.export()`\n",
+ "3. Compile to a deployable artifact\n",
+ " * a: By staying within a Python session\n",
+ " * b: By outputting MLIR and continuing using native tools\n",
+ "\n",
+ "Useful documentation:\n",
+ "\n",
+ "* [PyTorch Modules](https://pytorch.org/docs/stable/notes/modules.html) (`nn.Module`) as building blocks for stateful computation\n",
+ "* IREE compiler and runtime [Python bindings](https://www.iree.dev/reference/bindings/python/)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 1. Define a program using `torch.nn.Module`\n",
+ "torch.manual_seed(0)\n",
+ "\n",
+ "class LinearModule(torch.nn.Module):\n",
+ " def __init__(self, in_features, out_features):\n",
+ " super().__init__()\n",
+ " self.weight = torch.nn.Parameter(torch.randn(in_features, out_features))\n",
+ " self.bias = torch.nn.Parameter(torch.randn(out_features))\n",
+ "\n",
+ " def forward(self, input):\n",
+ " return (input @ self.weight) + self.bias\n",
+ "\n",
+ "linear_module = LinearModule(4, 3)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 2. Export the program using `aot.export()`\n",
+ "import iree.turbine.aot as aot\n",
+ "\n",
+ "example_arg = torch.randn(4)\n",
+ "export_output = aot.export(linear_module, example_arg)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 3a. Compile fully to a deployable artifact, in our existing Python session\n",
+ "\n",
+ "# Staying in Python gives the API a chance to reuse memory, improving\n",
+ "# performance when compiling large programs.\n",
+ "\n",
+ "compiled_binary = export_output.compile(save_to=None)\n",
+ "\n",
+ "# Use the IREE runtime API to test the compiled program.\n",
+ "import numpy as np\n",
+ "import iree.runtime as ireert\n",
+ "\n",
+ "config = ireert.Config(\"local-task\")\n",
+ "vm_module = ireert.load_vm_module(\n",
+ " ireert.VmModule.wrap_buffer(config.vm_instance, compiled_binary.map_memory()),\n",
+ " config,\n",
+ ")\n",
+ "\n",
+ "input = np.array([1.0, 2.0, 3.0, 4.0], dtype=np.float32)\n",
+ "result = vm_module.main(input)\n",
+ "print(result.to_host())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#@title 3b. Output MLIR then continue from Python or native tools later\n",
+ "\n",
+ "# Leaving Python allows for file system checkpointing and grants access to\n",
+ "# native development workflows.\n",
+ "\n",
+ "mlir_file_path = \"/tmp/linear_module_pytorch.mlirbc\"\n",
+ "vmfb_file_path = \"/tmp/linear_module_pytorch_llvmcpu.vmfb\"\n",
+ "\n",
+ "print(\"Exported .mlir:\")\n",
+ "export_output.print_readable()\n",
+ "export_output.save_mlir(mlir_file_path)\n",
+ "\n",
+ "print(\"Compiling and running...\")\n",
+ "!iree-compile --iree-input-type=torch --iree-hal-target-device=local --iree-hal-local-target-device-backends=llvm-cpu --iree-llvmcpu-target-cpu=host {mlir_file_path} -o {vmfb_file_path}\n",
+ "!iree-run-module --module={vmfb_file_path} --device=local-task --input=\"4xf32=[1.0, 2.0, 3.0, 4.0]\""
+ ]
}
- ],
- "source": [
- "#@title 3b. Output MLIR then continue from Python or native tools later\n",
- "\n",
- "# Leaving Python allows for file system checkpointing and grants access to\n",
- "# native development workflows.\n",
- "\n",
- "mlir_file_path = \"/tmp/linear_module_pytorch.mlirbc\"\n",
- "vmfb_file_path = \"/tmp/linear_module_pytorch_llvmcpu.vmfb\"\n",
- "\n",
- "print(\"Exported .mlir:\")\n",
- "export_output.print_readable()\n",
- "export_output.save_mlir(mlir_file_path)\n",
- "\n",
- "print(\"Compiling and running...\")\n",
- "!iree-compile --iree-input-type=torch --iree-hal-target-device=local --iree-hal-local-target-device-backends=llvm-cpu --iree-llvmcpu-target-cpu=host {mlir_file_path} -o {vmfb_file_path}\n",
- "!iree-run-module --module={vmfb_file_path} --device=local-task --input=\"4xf32=[1.0, 2.0, 3.0, 4.0]\""
- ]
- }
- ],
- "metadata": {
- "colab": {
- "collapsed_sections": [
- "UUXnh11hA75x"
- ],
- "provenance": []
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- },
- "language_info": {
- "name": "python"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 0
+ ],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 0
}
diff --git a/samples/colab/pytorch_huggingface_whisper.ipynb b/samples/colab/pytorch_huggingface_whisper.ipynb
index 3237e60..171e6b6 100644
--- a/samples/colab/pytorch_huggingface_whisper.ipynb
+++ b/samples/colab/pytorch_huggingface_whisper.ipynb
@@ -1,50 +1,26 @@
{
- "nbformat": 4,
- "nbformat_minor": 0,
- "metadata": {
- "colab": {
- "provenance": [],
- "collapsed_sections": [
- "UUXnh11hA75x",
- "jbcW5jMLK8gK"
- ]
- },
- "kernelspec": {
- "name": "python3",
- "display_name": "Python 3"
- },
- "language_info": {
- "name": "python"
- },
- "widgets": {
- }
- },
"cells": [
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"##### Copyright 2024 The IREE Authors"
- ],
- "metadata": {
- "id": "UUXnh11hA75x"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
- ],
- "metadata": {
- "cellView": "form",
- "id": "FqsvmKpjBJO2"
- },
- "execution_count": 1,
- "outputs": []
+ ]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"# <img src=\"https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.png\" height=\"20px\"> Hugging Face to <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/PyTorch_logo_icon.svg/640px-PyTorch_logo_icon.svg.png\" height=\"20px\"> PyTorch to <img src=\"https://raw.githubusercontent.com/iree-org/iree/main/docs/website/docs/assets/images/IREE_Logo_Icon_Color.svg\" height=\"20px\"> IREE\n",
"\n",
@@ -54,130 +30,50 @@
" model is showcased here as it is small enough to fit comfortably into a Colab\n",
" notebook. Other pretrained models can be found at\n",
" https://huggingface.co/docs/transformers/index."
- ],
- "metadata": {
- "id": "38UDc27KBPD1"
- }
+ ]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"## Setup"
- ],
- "metadata": {
- "id": "jbcW5jMLK8gK"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"%%capture\n",
"#@title Uninstall existing packages\n",
"# This avoids some warnings when installing specific PyTorch packages below.\n",
"!python -m pip uninstall -y fastai torchaudio torchdata torchtext torchvision"
- ],
- "metadata": {
- "id": "KsPubQSvCbXd"
- },
- "execution_count": 2,
- "outputs": []
- },
- {
- "cell_type": "code",
- "source": [
- "!python -m pip install --pre --index-url https://download.pytorch.org/whl/cpu --upgrade torch==2.5.0"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "oO1tirq2ggmO",
- "outputId": "1c10e964-1bd3-41e7-d7ce-70cf574d817b"
- },
- "execution_count": 3,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Looking in indexes: https://download.pytorch.org/whl/cpu\n",
- "Collecting torch==2.5.0\n",
- " Downloading https://download.pytorch.org/whl/cpu/torch-2.5.0%2Bcpu-cp310-cp310-linux_x86_64.whl (174.7 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m174.7/174.7 MB\u001b[0m \u001b[31m4.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.5.0) (3.16.1)\n",
- "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.5.0) (4.12.2)\n",
- "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.5.0) (3.4.2)\n",
- "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.5.0) (3.1.5)\n",
- "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch==2.5.0) (2024.10.0)\n",
- "Requirement already satisfied: sympy==1.13.1 in /usr/local/lib/python3.10/dist-packages (from torch==2.5.0) (1.13.1)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy==1.13.1->torch==2.5.0) (1.3.0)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.5.0) (3.0.2)\n",
- "Installing collected packages: torch\n",
- " Attempting uninstall: torch\n",
- " Found existing installation: torch 2.5.1+cu121\n",
- " Uninstalling torch-2.5.1+cu121:\n",
- " Successfully uninstalled torch-2.5.1+cu121\n",
- "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
- "timm 1.0.12 requires torchvision, which is not installed.\u001b[0m\u001b[31m\n",
- "\u001b[0mSuccessfully installed torch-2.5.0+cpu\n"
- ]
- }
]
},
{
"cell_type": "code",
- "execution_count": 4,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "4iJFDHbsAzo4",
- "outputId": "c95e32a5-70ab-43e7-8c8c-300d37cccfd3"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Collecting iree-turbine\n",
- " Downloading iree_turbine-3.1.0-py3-none-any.whl.metadata (6.7 kB)\n",
- "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (1.26.4)\n",
- "Collecting iree-base-compiler (from iree-turbine)\n",
- " Downloading iree_base_compiler-3.1.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (1.0 kB)\n",
- "Collecting iree-base-runtime (from iree-turbine)\n",
- " Downloading iree_base_runtime-3.1.0-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (1.0 kB)\n",
- "Requirement already satisfied: Jinja2>=3.1.3 in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (3.1.5)\n",
- "Collecting ml_dtypes>=0.5.0 (from iree-turbine)\n",
- " Downloading ml_dtypes-0.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (21 kB)\n",
- "Requirement already satisfied: typing_extensions in /usr/local/lib/python3.10/dist-packages (from iree-turbine) (4.12.2)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from Jinja2>=3.1.3->iree-turbine) (3.0.2)\n",
- "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from iree-base-compiler->iree-turbine) (1.13.1)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->iree-base-compiler->iree-turbine) (1.3.0)\n",
- "Downloading iree_turbine-3.1.0-py3-none-any.whl (301 kB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m301.7/301.7 kB\u001b[0m \u001b[31m6.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading ml_dtypes-0.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.7 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m4.7/4.7 MB\u001b[0m \u001b[31m34.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading iree_base_compiler-3.1.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (71.2 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m71.2/71.2 MB\u001b[0m \u001b[31m10.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading iree_base_runtime-3.1.0-cp310-cp310-manylinux_2_28_x86_64.whl (8.2 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m8.2/8.2 MB\u001b[0m \u001b[31m40.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hInstalling collected packages: ml_dtypes, iree-base-runtime, iree-base-compiler, iree-turbine\n",
- " Attempting uninstall: ml_dtypes\n",
- " Found existing installation: ml-dtypes 0.4.1\n",
- " Uninstalling ml-dtypes-0.4.1:\n",
- " Successfully uninstalled ml-dtypes-0.4.1\n",
- "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
- "tensorflow 2.17.1 requires ml-dtypes<0.5.0,>=0.3.1, but you have ml-dtypes 0.5.1 which is incompatible.\u001b[0m\u001b[31m\n",
- "\u001b[0mSuccessfully installed iree-base-compiler-3.1.0 iree-base-runtime-3.1.0 iree-turbine-3.1.0 ml_dtypes-0.5.1\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "!python -m pip install --pre --index-url https://download.pytorch.org/whl/cpu --upgrade torch==2.11.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"!python -m pip install --pre iree-turbine -f https://iree.dev/pip-release-links.html"
]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Report version information\n",
"!echo \"Installed iree-turbine, $(python -m pip show iree_turbine | grep Version)\"\n",
@@ -187,44 +83,18 @@
"\n",
"import torch\n",
"print(\"\\nInstalled PyTorch, version:\", torch.__version__)"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "nkVLzRpcDnVL",
- "outputId": "210a54b9-4044-4426-f9ee-09d5fd23839c"
- },
- "execution_count": 5,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Installed iree-turbine, Version: 3.1.0\n",
- "\n",
- "Installed IREE, compiler version information:\n",
- "IREE (https://iree.dev):\n",
- " IREE compiler version 3.1.0rc20250107 @ d2242207764230ad398585a5771f9d54ce91b4c8\n",
- " LLVM version 20.0.0git\n",
- " Optimized build\n",
- "\n",
- "Installed PyTorch, version: 2.5.0+cpu\n"
- ]
- }
]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"## Load and run whisper-small"
- ],
- "metadata": {
- "id": "I0OfTFxwOud1"
- }
+ ]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"Load the pretrained model from https://huggingface.co/openai/whisper-small.\n",
"\n",
@@ -232,13 +102,13 @@
"\n",
"* Model card: https://huggingface.co/docs/transformers/model_doc/whisper\n",
"* Test case in [AMD-SHARK-TestSuite](https://github.com/nod-ai/AMD-SHARK-TestSuite/): [`pytorch/models/whisper-small/model.py`](https://github.com/nod-ai/AMD-SHARK-TestSuite/blob/main/e2eamdshark/pytorch/models/whisper-small/model.py)"
- ],
- "metadata": {
- "id": "94Ji4URLT_xM"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"from transformers import AutoModelForCausalLM, AutoTokenizer\n",
"\n",
@@ -252,13 +122,16 @@
"# Some of the options here affect how the model is exported. See the test cases\n",
"# at https://github.com/nod-ai/AMD-SHARK-TestSuite/tree/main/e2eamdshark/pytorch/models\n",
"# for other options that may be useful to set.\n",
+ "# use_cache=False keeps DynamicCache objects out of the forward outputs, which\n",
+ "# torch.export cannot trace through.\n",
"model = AutoModelForCausalLM.from_pretrained(\n",
" modelname,\n",
" output_attentions=False,\n",
" output_hidden_states=False,\n",
" attn_implementation=\"eager\",\n",
- " torchscript=True,\n",
+ " use_cache=False,\n",
")\n",
+ "model.eval()\n",
"\n",
"# This is just a simple demo to get some data flowing through the model.\n",
"# Depending on this model and what input it expects (text, image, audio, etc.)\n",
@@ -267,346 +140,57 @@
"example_prompt = \"Hello world!\"\n",
"example_encoding = tokenizer(example_prompt, return_tensors=\"pt\")\n",
"example_input = example_encoding[\"input_ids\"].cpu()\n",
- "example_args = (example_input,)"
- ],
- "metadata": {
- "id": "HLbfUuoBPHgH",
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 476,
- "referenced_widgets": [
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- ]
- },
- "outputId": "c33917e5-8ec5-4e03-85c3-9424a529fac9"
- },
- "execution_count": 6,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_auth.py:94: UserWarning: \n",
- "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
- "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
- "You will be able to reuse this secret in all of your notebooks.\n",
- "Please note that authentication is recommended but still optional to access public models or datasets.\n",
- " warnings.warn(\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "tokenizer_config.json: 0%| | 0.00/283k [00:00<?, ?B/s]"
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- "metadata": {}
- },
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- "version_major": 2,
- "version_minor": 0,
- "model_id": "d476cb392ec5423cba72f46757f1df1a"
- }
- },
- "metadata": {}
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "special_tokens_map.json: 0%| | 0.00/2.19k [00:00<?, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "16778bf77b8942939e323b655ac4dfa6"
- }
- },
- "metadata": {}
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "config.json: 0%| | 0.00/1.97k [00:00<?, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "83e8699174dd43bc9b646d6d49c993b3"
- }
- },
- "metadata": {}
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "model.safetensors: 0%| | 0.00/967M [00:00<?, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "a8fdc4ca612b47c68fd130b51bcd1ece"
- }
- },
- "metadata": {}
- },
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "Some weights of WhisperForCausalLM were not initialized from the model checkpoint at openai/whisper-small and are newly initialized: ['proj_out.weight']\n",
- "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "generation_config.json: 0%| | 0.00/3.87k [00:00<?, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "ccee9eaca1d944099ee97f8c0a5790b5"
- }
- },
- "metadata": {}
- }
+ "example_args = (example_input,)\n"
]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"Test exporting using [`torch.export()`](https://pytorch.org/docs/stable/export.html#torch.export.export). If `torch.export` works, `aot.export()` from Turbine should work as well."
- ],
- "metadata": {
- "id": "vQlF_ua3UNvo"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"import torch\n",
- "exported_program = torch.export.export(model, example_args)"
- ],
- "metadata": {
- "id": "-4LykgffY9uH"
- },
- "execution_count": 7,
- "outputs": []
+ "# run_decompositions() lowers composite ops such as aten.diff (emitted by the\n",
+ "# transformers attention mask code) that torch-mlir has no lowering for.\n",
+ "exported_program = torch.export.export(model, example_args).run_decompositions()"
+ ]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"Export using the simple [`aot.export()`](https://iree.dev/guides/ml-frameworks/pytorch/#simple-api) API from Turbine."
- ],
- "metadata": {
- "id": "wXZI4GliUazA"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"import iree.turbine.aot as aot\n",
- "# Note: aot.export() wants the example args to be unpacked.\n",
- "whisper_compiled_module = aot.export(model, *example_args)"
- ],
- "metadata": {
- "id": "R7-rN_z2Y_5z"
- },
- "execution_count": 8,
- "outputs": []
+ "whisper_compiled_module = aot.export(exported_program)"
+ ]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"Compile using Turbine/IREE then run the program."
- ],
- "metadata": {
- "id": "YK3hjpTpUdhc"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"binary = whisper_compiled_module.compile(save_to=None)\n",
"\n",
@@ -618,87 +202,28 @@
")\n",
"\n",
"iree_outputs = vm_module.main(example_args[0])\n",
- "print(iree_outputs[0].to_host())"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "FctBxxEXZBan",
- "outputId": "89733fb1-3d5a-4258-9da6-394d56ccd230"
- },
- "execution_count": 9,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "[[[ 5.8126216 3.9667568 4.5749426 ... 2.7658575 2.6436937\n",
- " 1.5479789]\n",
- " [ 7.5634375 6.029962 5.1000347 ... 6.432704 6.101554\n",
- " 6.4348 ]\n",
- " [ 0.9380306 -4.4696145 -4.012748 ... -6.2486286 -7.7917867\n",
- " -6.8453736]\n",
- " [ 0.7450936 -3.7631674 -7.4870253 ... -6.734828 -6.966235\n",
- " -10.022404 ]\n",
- " [ -0.9628601 -3.510199 -6.015854 ... -7.116391 -6.7086434\n",
- " -10.225704 ]\n",
- " [ 3.347097 2.4927166 -3.3042672 ... -1.5709717 -1.8455461\n",
- " -2.9991992]]]\n"
- ]
- }
+ "print(iree_outputs.to_host())"
]
},
{
"cell_type": "markdown",
+ "metadata": {},
"source": [
"Run the program using native PyTorch to compare outputs."
- ],
- "metadata": {
- "id": "5WuFpyFfUjh8"
- }
+ ]
},
{
"cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"torch_outputs = model(example_args[0])\n",
"print(torch_outputs[0].detach().numpy())"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "IxPYkcPycG4r",
- "outputId": "f21bc1a0-ddc3-49ec-a122-927ad4e4b54b"
- },
- "execution_count": 10,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "Passing a tuple of `past_key_values` is deprecated and will be removed in Transformers v4.43.0. You should pass an instance of `EncoderDecoderCache` instead, e.g. `past_key_values=EncoderDecoderCache.from_legacy_cache(past_key_values)`.\n"
- ]
- },
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "[[[ 5.8126183 3.9667587 4.5749483 ... 2.7658575 2.643694\n",
- " 1.5479784 ]\n",
- " [ 7.563436 6.029952 5.100036 ... 6.4327083 6.101557\n",
- " 6.4348083 ]\n",
- " [ 0.93802685 -4.469646 -4.012787 ... -6.2486415 -7.7918167\n",
- " -6.8453975 ]\n",
- " [ 0.74507916 -3.763197 -7.487034 ... -6.734877 -6.966276\n",
- " -10.022424 ]\n",
- " [ -0.96288276 -3.510221 -6.0158725 ... -7.1164136 -6.708687\n",
- " -10.225745 ]\n",
- " [ 3.3470666 2.492654 -3.304323 ... -1.5709934 -1.8455791\n",
- " -2.9992423 ]]]\n"
- ]
- }
]
}
- ]
-}
\ No newline at end of file
+ ],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/samples/colab/pytorch_jit.ipynb b/samples/colab/pytorch_jit.ipynb
index 8f72690..0752b8a 100644
--- a/samples/colab/pytorch_jit.ipynb
+++ b/samples/colab/pytorch_jit.ipynb
@@ -2,20 +2,15 @@
"cells": [
{
"cell_type": "markdown",
- "metadata": {
- "id": "UUXnh11hA75x"
- },
+ "metadata": {},
"source": [
"##### Copyright 2023 The IREE Authors"
]
},
{
"cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "cellView": "form",
- "id": "FqsvmKpjBJO2"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
@@ -25,9 +20,7 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "38UDc27KBPD1"
- },
+ "metadata": {},
"source": [
"# <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/PyTorch_logo_icon.svg/640px-PyTorch_logo_icon.svg.png\" height=\"20px\"> PyTorch Just-in-time (JIT) workflows using <img src=\"https://raw.githubusercontent.com/iree-org/iree/main/docs/website/docs/assets/images/IREE_Logo_Icon_Color.svg\" height=\"20px\"> IREE\n",
"\n",
@@ -36,20 +29,15 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "jbcW5jMLK8gK"
- },
+ "metadata": {},
"source": [
"## Setup"
]
},
{
"cell_type": "code",
- "execution_count": 2,
- "metadata": {
- "cellView": "form",
- "id": "KsPubQSvCbXd"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"%%capture\n",
@@ -60,48 +48,9 @@
},
{
"cell_type": "code",
- "execution_count": 3,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "KHbDmehBWuDW",
- "outputId": "b52afa55-bba8-415f-f1ee-1add3cc1740e"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Looking in indexes: https://download.pytorch.org/whl/cpu\n",
- "Requirement already satisfied: torch in /usr/local/lib/python3.12/dist-packages (2.8.0+cu126)\n",
- "Requirement already satisfied: filelock in /usr/local/lib/python3.12/dist-packages (from torch) (3.19.1)\n",
- "Requirement already satisfied: typing-extensions>=4.10.0 in /usr/local/lib/python3.12/dist-packages (from torch) (4.15.0)\n",
- "Requirement already satisfied: setuptools in /usr/local/lib/python3.12/dist-packages (from torch) (75.2.0)\n",
- "Requirement already satisfied: sympy>=1.13.3 in /usr/local/lib/python3.12/dist-packages (from torch) (1.13.3)\n",
- "Requirement already satisfied: networkx in /usr/local/lib/python3.12/dist-packages (from torch) (3.5)\n",
- "Requirement already satisfied: jinja2 in /usr/local/lib/python3.12/dist-packages (from torch) (3.1.6)\n",
- "Requirement already satisfied: fsspec in /usr/local/lib/python3.12/dist-packages (from torch) (2025.3.0)\n",
- "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.6.77 in /usr/local/lib/python3.12/dist-packages (from torch) (12.6.77)\n",
- "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.6.77 in /usr/local/lib/python3.12/dist-packages (from torch) (12.6.77)\n",
- "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.6.80 in /usr/local/lib/python3.12/dist-packages (from torch) (12.6.80)\n",
- "Requirement already satisfied: nvidia-cudnn-cu12==9.10.2.21 in /usr/local/lib/python3.12/dist-packages (from torch) (9.10.2.21)\n",
- "Requirement already satisfied: nvidia-cublas-cu12==12.6.4.1 in /usr/local/lib/python3.12/dist-packages (from torch) (12.6.4.1)\n",
- "Requirement already satisfied: nvidia-cufft-cu12==11.3.0.4 in /usr/local/lib/python3.12/dist-packages (from torch) (11.3.0.4)\n",
- "Requirement already satisfied: nvidia-curand-cu12==10.3.7.77 in /usr/local/lib/python3.12/dist-packages (from torch) (10.3.7.77)\n",
- "Requirement already satisfied: nvidia-cusolver-cu12==11.7.1.2 in /usr/local/lib/python3.12/dist-packages (from torch) (11.7.1.2)\n",
- "Requirement already satisfied: nvidia-cusparse-cu12==12.5.4.2 in /usr/local/lib/python3.12/dist-packages (from torch) (12.5.4.2)\n",
- "Requirement already satisfied: nvidia-cusparselt-cu12==0.7.1 in /usr/local/lib/python3.12/dist-packages (from torch) (0.7.1)\n",
- "Requirement already satisfied: nvidia-nccl-cu12==2.27.3 in /usr/local/lib/python3.12/dist-packages (from torch) (2.27.3)\n",
- "Requirement already satisfied: nvidia-nvtx-cu12==12.6.77 in /usr/local/lib/python3.12/dist-packages (from torch) (12.6.77)\n",
- "Requirement already satisfied: nvidia-nvjitlink-cu12==12.6.85 in /usr/local/lib/python3.12/dist-packages (from torch) (12.6.85)\n",
- "Requirement already satisfied: nvidia-cufile-cu12==1.11.1.6 in /usr/local/lib/python3.12/dist-packages (from torch) (1.11.1.6)\n",
- "Requirement already satisfied: triton==3.4.0 in /usr/local/lib/python3.12/dist-packages (from torch) (3.4.0)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.12/dist-packages (from sympy>=1.13.3->torch) (1.3.0)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.12/dist-packages (from jinja2->torch) (3.0.3)\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Install Pytorch 2.8+ (supports Python 3.12)\n",
"!python -m pip install torch --index-url https://download.pytorch.org/whl/cpu"
@@ -109,43 +58,9 @@
},
{
"cell_type": "code",
- "execution_count": 4,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "4iJFDHbsAzo4",
- "outputId": "e37b1217-6104-46ca-f694-02d8758a90a3"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Collecting iree-turbine\n",
- " Downloading iree_turbine-3.7.0-py3-none-any.whl.metadata (7.4 kB)\n",
- "Requirement already satisfied: numpy in /usr/local/lib/python3.12/dist-packages (from iree-turbine) (2.0.2)\n",
- "Collecting iree-base-compiler (from iree-turbine)\n",
- " Downloading iree_base_compiler-3.7.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (1.3 kB)\n",
- "Collecting iree-base-runtime (from iree-turbine)\n",
- " Downloading iree_base_runtime-3.7.0-cp312-cp312-manylinux_2_28_x86_64.whl.metadata (1.3 kB)\n",
- "Requirement already satisfied: Jinja2>=3.1.4 in /usr/local/lib/python3.12/dist-packages (from iree-turbine) (3.1.6)\n",
- "Requirement already satisfied: ml_dtypes>=0.5.0 in /usr/local/lib/python3.12/dist-packages (from iree-turbine) (0.5.3)\n",
- "Requirement already satisfied: typing_extensions in /usr/local/lib/python3.12/dist-packages (from iree-turbine) (4.15.0)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.12/dist-packages (from Jinja2>=3.1.4->iree-turbine) (3.0.3)\n",
- "Requirement already satisfied: sympy in /usr/local/lib/python3.12/dist-packages (from iree-base-compiler->iree-turbine) (1.13.3)\n",
- "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.12/dist-packages (from sympy->iree-base-compiler->iree-turbine) (1.3.0)\n",
- "Downloading iree_turbine-3.7.0-py3-none-any.whl (306 kB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m306.7/306.7 kB\u001b[0m \u001b[31m3.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading iree_base_compiler-3.7.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (81.5 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m81.5/81.5 MB\u001b[0m \u001b[31m10.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hDownloading iree_base_runtime-3.7.0-cp312-cp312-manylinux_2_28_x86_64.whl (8.1 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m8.1/8.1 MB\u001b[0m \u001b[31m8.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hInstalling collected packages: iree-base-runtime, iree-base-compiler, iree-turbine\n",
- "Successfully installed iree-base-compiler-3.7.1 iree-base-runtime-3.7.0 iree-turbine-3.7.0\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Install iree-turbine\n",
"!python -m pip install --pre iree-turbine -f https://iree.dev/pip-release-links.html"
@@ -153,31 +68,9 @@
},
{
"cell_type": "code",
- "execution_count": 5,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "nkVLzRpcDnVL",
- "outputId": "9b639275-97ec-4a05-f800-0eb0be1c6b71"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Installed iree-turbine, Version: 3.7.0\n",
- "\n",
- "Installed IREE, compiler version information:\n",
- "IREE (https://iree.dev):\n",
- " IREE compiler version 3.7.1 @ cb2048e0e7694c76ac1af36d5e3450aa3625995c\n",
- " LLVM version 22.0.0git\n",
- " Optimized build\n",
- "\n",
- "Installed PyTorch, version: 2.8.0+cu126\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Report version information\n",
"!echo \"Installed iree-turbine, $(python -m pip show iree_turbine | grep Version)\"\n",
@@ -191,9 +84,7 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "1Mi3YR75LBxl"
- },
+ "metadata": {},
"source": [
"## Sample JIT workflow\n",
"\n",
@@ -210,23 +101,9 @@
},
{
"cell_type": "code",
- "execution_count": 6,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "6s1U-N91sE-a",
- "outputId": "5caf5f2f-ba05-41fc-8f93-bd4ac81c748b"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "env: TURBINE_LOG_LEVEL=debug\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Enable debug logging to see MLIR output\n",
"%env TURBINE_LOG_LEVEL=debug"
@@ -234,10 +111,8 @@
},
{
"cell_type": "code",
- "execution_count": 7,
- "metadata": {
- "id": "oPdjrmPZMNz6"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"torch.manual_seed(0)\n",
@@ -256,23 +131,9 @@
},
{
"cell_type": "code",
- "execution_count": 8,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "eK2fWVfiSQ8f",
- "outputId": "1c1596e6-4361-486e-a12f-dd6d52ef195b"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Compiled module using Turbine. New module type is <class 'torch._dynamo.eval_frame.OptimizedModule'>\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"opt_linear_module = torch.compile(linear_module, backend=\"turbine_cpu\")\n",
"print(\"Compiled module using Turbine. New module type is\", type(opt_linear_module))"
@@ -280,68 +141,9 @@
},
{
"cell_type": "code",
- "execution_count": 9,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "0AdkXY8VNL2-",
- "outputId": "47fbd84f-f76d-44be-f746-914f0a3cda64"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "DEBUG 10-05 09:26:00 [base.py:24] Traced Graph Module:\n",
- "<lambda>()\n",
- "\n",
- "\n",
- "\n",
- "def forward(self, arg0_1, arg1_1, arg2_1):\n",
- " unsqueeze = torch.ops.aten.unsqueeze.default(arg1_1, 0); arg1_1 = None\n",
- " mm = torch.ops.aten.mm.default(unsqueeze, arg0_1); arg0_1 = None\n",
- " squeeze = torch.ops.aten.squeeze.dim(mm, 0); mm = None\n",
- " add = torch.ops.aten.add.Tensor(squeeze, arg2_1); squeeze = arg2_1 = None\n",
- " return (add, unsqueeze)\n",
- " \n",
- "# To see more debug info, please use `graph_module.print_readable()`\n",
- "DEBUG 10-05 09:26:00 [base.py:28] Successfully imported gm to mlir:\n",
- "module {\n",
- " func.func @main(%arg0: !torch.vtensor<[4,3],f32>, %arg1: !torch.vtensor<[4],f32>, %arg2: !torch.vtensor<[3],f32>) -> (!torch.vtensor<[3],f32>, !torch.vtensor<[1,4],f32>) {\n",
- " %int0 = torch.constant.int 0\n",
- " %0 = torch.aten.unsqueeze %arg1, %int0 : !torch.vtensor<[4],f32>, !torch.int -> !torch.vtensor<[1,4],f32>\n",
- " %1 = torch.aten.mm %0, %arg0 : !torch.vtensor<[1,4],f32>, !torch.vtensor<[4,3],f32> -> !torch.vtensor<[1,3],f32>\n",
- " %int0_0 = torch.constant.int 0\n",
- " %2 = torch.aten.squeeze.dim %1, %int0_0 : !torch.vtensor<[1,3],f32>, !torch.int -> !torch.vtensor<[3],f32>\n",
- " %int1 = torch.constant.int 1\n",
- " %3 = torch.aten.add.Tensor %2, %arg2, %int1 : !torch.vtensor<[3],f32>, !torch.vtensor<[3],f32>, !torch.int -> !torch.vtensor<[3],f32>\n",
- " return %3, %0 : !torch.vtensor<[3],f32>, !torch.vtensor<[1,4],f32>\n",
- " }\n",
- "}\n",
- "\n",
- "DEBUG 10-05 09:26:00 [device.py:648] Creating turbine device for torch.device = device(type='cpu')\n",
- "DEBUG 10-05 09:26:03 [launch.py:193] Cached new module for local-task:--iree-hal-target-backends=llvm-cpu;--iree-llvmcpu-target-cpu-features=host\n",
- "DEBUG 10-05 09:26:03 [launch.py:148] Cached new binary for local-task:0:None\n",
- "DEBUG 10-05 09:26:03 [launch.py:171] Launching cached binary for local-task:0:None\n"
- ]
- },
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Weight: Parameter containing:\n",
- "tensor([[ 1.5410, -0.2934, -2.1788],\n",
- " [ 0.5684, -1.0845, -1.3986],\n",
- " [ 0.4033, 0.8380, -0.7193],\n",
- " [-0.4033, -0.5966, 0.1820]], requires_grad=True)\n",
- "Bias: Parameter containing:\n",
- "tensor([-0.8567, 1.1006, -1.0712], requires_grad=True)\n",
- "Args: tensor([ 0.1227, -0.5663, 0.3731, -0.8920])\n",
- "Output: tensor([-0.4792, 2.5237, -0.9772], grad_fn=<CompiledFunctionBackward>)\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"args = torch.randn(4)\n",
"turbine_output = opt_linear_module(args)\n",
@@ -353,22 +155,7 @@
]
}
],
- "metadata": {
- "colab": {
- "collapsed_sections": [
- "UUXnh11hA75x"
- ],
- "provenance": []
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- },
- "language_info": {
- "name": "python",
- "version": "3.11.6"
- }
- },
+ "metadata": {},
"nbformat": 4,
"nbformat_minor": 0
-}
\ No newline at end of file
+}
diff --git a/samples/colab/tensorflow_edge_detection.ipynb b/samples/colab/tensorflow_edge_detection.ipynb
index a65c88c..1139c34 100644
--- a/samples/colab/tensorflow_edge_detection.ipynb
+++ b/samples/colab/tensorflow_edge_detection.ipynb
@@ -1,57 +1,36 @@
{
"nbformat": 4,
"nbformat_minor": 0,
- "metadata": {
- "colab": {
- "name": "tensorflow_edge_detection.ipynb",
- "provenance": [],
- "collapsed_sections": [
- "FH3IRpYTta2v"
- ]
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- }
- },
+ "metadata": {},
"cells": [
{
"cell_type": "markdown",
- "metadata": {
- "id": "FH3IRpYTta2v"
- },
+ "metadata": {},
"source": [
"##### Copyright 2020 The IREE Authors"
]
},
{
"cell_type": "code",
- "metadata": {
- "cellView": "form",
- "id": "mWGa71_Ct2ug"
- },
+ "metadata": {},
"source": [
"#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
],
- "execution_count": 1,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "h5s6ncerSpc5"
- },
+ "metadata": {},
"source": [
"# Image edge detection module"
]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "hHCmr6iGjAJN"
- },
+ "metadata": {},
"source": [
"## Setup"
]
@@ -62,56 +41,22 @@
"%%capture\n",
"!python -m pip install --upgrade tensorflow"
],
- "metadata": {
- "id": "Nt3QaBP0s65F"
- },
- "execution_count": 2,
+ "metadata": {},
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "k2SdyC52_QYa",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "b6126fa9-b170-45dc-c0fd-8081e7ab2732"
- },
+ "metadata": {},
"source": [
"!python -m pip install --pre iree-base-compiler iree-base-runtime iree-tools-tf -f https://iree.dev/pip-release-links.html"
],
- "execution_count": 3,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Looking in links: https://iree.dev/pip-release-links.html\n",
- "Collecting iree-compiler\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20240511.890/iree_compiler-20240511.890-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (64.5 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m64.5/64.5 MB\u001b[0m \u001b[31m7.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hCollecting iree-runtime\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20240511.890/iree_runtime-20240511.890-cp310-cp310-manylinux_2_28_x86_64.whl (7.5 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.5/7.5 MB\u001b[0m \u001b[31m57.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hCollecting iree-tools-tf\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20240511.890/iree_tools_tf-20240511.890-py3-none-any.whl (32 kB)\n",
- "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from iree-compiler) (1.25.2)\n",
- "Requirement already satisfied: PyYAML in /usr/local/lib/python3.10/dist-packages (from iree-compiler) (6.0.1)\n",
- "Installing collected packages: iree-tools-tf, iree-runtime, iree-compiler\n",
- "Successfully installed iree-compiler-20240511.890 iree-runtime-20240511.890 iree-tools-tf-20240511.890\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "s2bScbYkP6VZ",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "ea32c5a4-bc47-4fe8-bfe4-edb35ba6a823"
- },
+ "metadata": {},
"source": [
"#@title Imports\n",
"\n",
@@ -130,22 +75,12 @@
"# Print version information for future notebook users to reference.\n",
"print(\"TensorFlow version: \", tf.__version__)"
],
- "execution_count": 4,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "TensorFlow version: 2.16.1\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "z5o-gbE30tmJ"
- },
+ "metadata": {},
"source": [
"#@title Setup Artifacts Directory\n",
"\n",
@@ -153,14 +88,12 @@
"ARTIFACTS_DIR = os.path.join(tempfile.gettempdir(), \"iree\", \"colab_artifacts\")\n",
"os.makedirs(ARTIFACTS_DIR, exist_ok=True)"
],
- "execution_count": 5,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "hwApbPstraWZ"
- },
+ "metadata": {},
"source": [
"#@title Define the EdgeDetectionModule\n",
"class EdgeDetectionModule(tf.Module):\n",
@@ -182,20 +115,12 @@
"\n",
"tf_module = EdgeDetectionModule()"
],
- "execution_count": 6,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "cellView": "form",
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 391
- },
- "id": "Q2no8DO_s125",
- "outputId": "0d224e80-25b9-42c2-cd08-b2b882fa6145"
- },
+ "metadata": {},
"source": [
"#@title Load a test image of a [labrador](https://commons.wikimedia.org/wiki/File:YellowLabradorLooking_new.jpg) and run the module with TF\n",
"def load_image(path_to_image):\n",
@@ -230,42 +155,19 @@
"# Plot the input and output images\n",
"show_images(image, tf_edges)"
],
- "execution_count": 7,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Downloading data from https://storage.googleapis.com/download.tensorflow.org/example_images/YellowLabradorLooking_new.jpg\n",
- "\u001b[1m83281/83281\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 0us/step\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 640x480 with 2 Axes>"
- ],
- "image/png": "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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "-F1huDW5rROF"
- },
+ "metadata": {},
"source": [
"## High Level Compilation With IREE"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "rTqseoRXxl6v"
- },
+ "metadata": {},
"source": [
"#@markdown ### Backend Configuration\n",
"\n",
@@ -273,19 +175,12 @@
"backend_choice = backend_choice.split(\" \")[0]\n",
"backend = module_utils.BackendInfo(backend_choice)"
],
- "execution_count": 8,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 411
- },
- "id": "2OPBr0eGroE0",
- "outputId": "c3ace2c8-9c84-4948-992d-f509bb839700"
- },
+ "metadata": {},
"source": [
"#@title Compile and Run the EdgeDetectionModule with IREE.\n",
"module = backend.compile_from_class(EdgeDetectionModule)\n",
@@ -294,33 +189,12 @@
"iree_edges = module.edge_detect_sobel_operator(image)\n",
"show_images(image, iree_edges)"
],
- "execution_count": 9,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "/usr/local/lib/python3.10/dist-packages/iree/tf/support/module_utils.py:425: UserWarning: Making copy of unaligned VmModule buffer. It is recommended to make this deterministic by calling `copy_buffer` to always make a copy or `mmap` to efficiently load from a file. This warning can be silenced by adding `warn_if_copy=False` to `from_buffer`\n",
- " vm_module = iree.runtime.VmModule.from_flatbuffer(\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 640x480 with 2 Axes>"
- ],
- "image/png": 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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "0FSaDdlMrjzx"
- },
+ "metadata": {},
"source": [
"## Low-Level Compilation\n",
"\n",
@@ -334,13 +208,7 @@
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "6YGqN2uqP_7P",
- "outputId": "6ba9464c-4d76-46ec-c1fa-d2fdfeb9908d"
- },
+ "metadata": {},
"source": [
"#@title Construct a module containing the edge detection function\n",
"\n",
@@ -366,36 +234,12 @@
"print(\"Edge Detection MLIR:\")\n",
"!cat {imported_mlir_path}"
],
- "execution_count": 10,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Wrote MLIR to path '/tmp/iree/colab_artifacts/edge_detection.mlirbc'\n",
- "Edge Detection MLIR:\n",
- "module {\n",
- " func.func @edge_detect_sobel_operator(%arg0: tensor<1x128x128x1xf32>) -> tensor<1x128x128x1xf32> {\n",
- " %cst = stablehlo.constant dense<[[[[-1.000000e+00]], [[0.000000e+00]], [[1.000000e+00]]], [[[-2.000000e+00]], [[0.000000e+00]], [[2.000000e+00]]], [[[-1.000000e+00]], [[0.000000e+00]], [[1.000000e+00]]]]> : tensor<3x3x1x1xf32>\n",
- " %cst_0 = stablehlo.constant dense<[[[[1.000000e+00]], [[2.000000e+00]], [[1.000000e+00]]], [[[0.000000e+00]], [[0.000000e+00]], [[0.000000e+00]]], [[[-1.000000e+00]], [[-2.000000e+00]], [[-1.000000e+00]]]]> : tensor<3x3x1x1xf32>\n",
- " %0 = stablehlo.convolution(%arg0, %cst) dim_numbers = [b, 0, 1, f]x[0, 1, i, o]->[b, 0, 1, f], window = {stride = [1, 1], pad = [[1, 1], [1, 1]], rhs_dilate = [1, 1]} {batch_group_count = 1 : i64, feature_group_count = 1 : i64, precision_config = [#stablehlo<precision DEFAULT>, #stablehlo<precision DEFAULT>]} : (tensor<1x128x128x1xf32>, tensor<3x3x1x1xf32>) -> tensor<1x128x128x1xf32>\n",
- " %1 = stablehlo.multiply %0, %0 : tensor<1x128x128x1xf32>\n",
- " %2 = stablehlo.convolution(%arg0, %cst_0) dim_numbers = [b, 0, 1, f]x[0, 1, i, o]->[b, 0, 1, f], window = {stride = [1, 1], pad = [[1, 1], [1, 1]], rhs_dilate = [1, 1]} {batch_group_count = 1 : i64, feature_group_count = 1 : i64, precision_config = [#stablehlo<precision DEFAULT>, #stablehlo<precision DEFAULT>]} : (tensor<1x128x128x1xf32>, tensor<3x3x1x1xf32>) -> tensor<1x128x128x1xf32>\n",
- " %3 = stablehlo.multiply %2, %2 : tensor<1x128x128x1xf32>\n",
- " %4 = stablehlo.add %1, %3 : tensor<1x128x128x1xf32>\n",
- " %5 = stablehlo.sqrt %4 : tensor<1x128x128x1xf32>\n",
- " return %5 : tensor<1x128x128x1xf32>\n",
- " }\n",
- "}"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "Ytvb5Gx_EFJl"
- },
+ "metadata": {},
"source": [
"#@title Compile and prepare to test the edge detection module\n",
"\n",
@@ -407,19 +251,12 @@
"vm_module = ireert.VmModule.from_flatbuffer(ctx.instance, flatbuffer_blob)\n",
"ctx.add_vm_module(vm_module)"
],
- "execution_count": 11,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 356
- },
- "id": "OUUXxol7wl-f",
- "outputId": "674da08b-37dc-4038-ff11-556e68514bf3"
- },
+ "metadata": {},
"source": [
"edge_detect_sobel_operator_f = ctx.modules.module[\"edge_detect_sobel_operator\"]\n",
"\n",
@@ -427,19 +264,8 @@
"\n",
"show_images(image, low_level_iree_edges)"
],
- "execution_count": 12,
- "outputs": [
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 640x480 with 2 Axes>"
- ],
- "image/png": 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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
}
]
-}
\ No newline at end of file
+}
diff --git a/samples/colab/tensorflow_hub_import.ipynb b/samples/colab/tensorflow_hub_import.ipynb
index a41848f..8871ea9 100644
--- a/samples/colab/tensorflow_hub_import.ipynb
+++ b/samples/colab/tensorflow_hub_import.ipynb
@@ -1,52 +1,29 @@
{
"nbformat": 4,
"nbformat_minor": 0,
- "metadata": {
- "colab": {
- "name": "tensorflow_hub_import.ipynb",
- "provenance": [],
- "collapsed_sections": [
- "-V0X0E7LkEa4",
- "FH3IRpYTta2v"
- ]
- },
- "kernelspec": {
- "name": "python3",
- "display_name": "Python 3"
- },
- "language_info": {
- "name": "python"
- }
- },
+ "metadata": {},
"cells": [
{
"cell_type": "markdown",
- "metadata": {
- "id": "FH3IRpYTta2v"
- },
+ "metadata": {},
"source": [
"##### Copyright 2021 The IREE Authors"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "mWGa71_Ct2ug",
- "cellView": "form"
- },
+ "metadata": {},
"source": [
"#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
],
- "execution_count": 10,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "Qb3S0mSjpK7J"
- },
+ "metadata": {},
"source": [
"# IREE TensorFlow Hub Import\n",
"\n",
@@ -63,34 +40,24 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "9rNAJKNVkKOr"
- },
+ "metadata": {},
"source": [
"## Setup"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "RdVc4TbOkHM2"
- },
+ "metadata": {},
"source": [
"%%capture\n",
"!python -m pip install --pre iree-base-compiler iree-base-runtime iree-tools-tf -f https://iree.dev/pip-release-links.html"
],
- "execution_count": 11,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "qRwv3qI_l5O_",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "8d3bf1f1-1843-4fe9-80e0-a9fc5b194778"
- },
+ "metadata": {},
"source": [
"import os\n",
"import tensorflow as tf\n",
@@ -107,23 +74,12 @@
"os.makedirs(ARTIFACTS_DIR, exist_ok=True)\n",
"print(f\"Using artifacts directory '{ARTIFACTS_DIR}'\")"
],
- "execution_count": 12,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "TensorFlow version: 2.12.0\n",
- "Using artifacts directory '/tmp/iree/colab_artifacts'\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "ZZAobcAhocFE"
- },
+ "metadata": {},
"source": [
"## Import pretrained [`mobilenet_v2`](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/4) model\n",
"\n",
@@ -134,13 +90,7 @@
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "7fd0vmnloZo9",
- "outputId": "dabea3a2-d312-4729-c947-b24216a6c25b"
- },
+ "metadata": {},
"source": [
"#@title Download the pretrained model\n",
"\n",
@@ -150,22 +100,12 @@
"model_path = hub.resolve(HUB_PATH)\n",
"print(f\"Downloaded model from tfhub to path: '{model_path}'\")"
],
- "execution_count": 13,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Downloaded model from tfhub to path: '/tmp/tfhub_modules/426589ad685896ab7954855255a52db3442cb38d'\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "CedNRSQTOE7C"
- },
+ "metadata": {},
"source": [
"### Check for serving signatures and re-export as needed\n",
"\n",
@@ -179,13 +119,7 @@
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "qiO66oEYQmsd",
- "outputId": "91f724db-01cd-4dd3-c55c-ba4431233cfa"
- },
+ "metadata": {},
"source": [
"#@title Check for serving signatures\n",
"\n",
@@ -201,47 +135,12 @@
"print(\"Checking for signature_defs using saved_model_cli:\\n\")\n",
"!saved_model_cli show --dir {model_path} --tag_set serve --signature_def serving_default"
],
- "execution_count": 14,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Loaded SavedModel from '/tmp/tfhub_modules/426589ad685896ab7954855255a52db3442cb38d'\n",
- "Serving signatures: []\n",
- "\n",
- "---\n",
- "\n",
- "Checking for signature_defs using saved_model_cli:\n",
- "\n",
- "2023-04-26 17:12:32.367522: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
- "Traceback (most recent call last):\n",
- " File \"/usr/local/bin/saved_model_cli\", line 8, in <module>\n",
- " sys.exit(main())\n",
- " File \"/usr/local/lib/python3.9/dist-packages/tensorflow/python/tools/saved_model_cli.py\", line 1284, in main\n",
- " app.run(smcli_main)\n",
- " File \"/usr/local/lib/python3.9/dist-packages/absl/app.py\", line 308, in run\n",
- " _run_main(main, args)\n",
- " File \"/usr/local/lib/python3.9/dist-packages/absl/app.py\", line 254, in _run_main\n",
- " sys.exit(main(argv))\n",
- " File \"/usr/local/lib/python3.9/dist-packages/tensorflow/python/tools/saved_model_cli.py\", line 1282, in smcli_main\n",
- " args.func()\n",
- " File \"/usr/local/lib/python3.9/dist-packages/tensorflow/python/tools/saved_model_cli.py\", line 961, in show\n",
- " _show_inputs_outputs(\n",
- " File \"/usr/local/lib/python3.9/dist-packages/tensorflow/python/tools/saved_model_cli.py\", line 345, in _show_inputs_outputs\n",
- " inputs_tensor_info = _get_inputs_tensor_info_from_meta_graph_def(\n",
- " File \"/usr/local/lib/python3.9/dist-packages/tensorflow/python/tools/saved_model_cli.py\", line 306, in _get_inputs_tensor_info_from_meta_graph_def\n",
- " raise ValueError(\n",
- "ValueError: Could not find signature \"serving_default\". Please choose from: __saved_model_init_op\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "kKqqX2LsReNz"
- },
+ "metadata": {},
"source": [
"Since the model we downloaded did not include any serving signatures, we'll re-export it with serving signatures defined.\n",
"\n",
@@ -250,13 +149,7 @@
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "OlDG2OuqOBGC",
- "outputId": "c25d0e59-3a42-4f43-804c-c607eb9fc84c"
- },
+ "metadata": {},
"source": [
"#@title Look up input signatures to use when exporting\n",
"\n",
@@ -267,26 +160,12 @@
"!saved_model_cli show --dir {model_path} --all \\\n",
" 2> /dev/null | grep \"inputs: TensorSpec\" | tail -n 1"
],
- "execution_count": 15,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- " inputs: TensorSpec(shape=(None, 224, 224, 3), dtype=tf.float32, name='inputs')\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "gnb4HhMmkgiT",
- "outputId": "d5ff3d4a-0483-476e-af6e-0b3c827d4938"
- },
+ "metadata": {},
"source": [
"#@title Re-export the model using the known signature\n",
"\n",
@@ -315,55 +194,19 @@
"print(\"Checking for signature_defs using saved_model_cli:\\n\")\n",
"!saved_model_cli show --dir {resaved_model_path} --tag_set serve --signature_def serving_default"
],
- "execution_count": 16,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Saved model with serving signatures to '/tmp/resaved_model'\n",
- "\n",
- "Reloaded SavedModel from '/tmp/resaved_model'\n",
- "Serving signatures: ['serving_default']\n",
- "\n",
- "---\n",
- "\n",
- "Checking for signature_defs using saved_model_cli:\n",
- "\n",
- "2023-04-26 17:13:06.873761: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
- "The given SavedModel SignatureDef contains the following input(s):\n",
- " inputs['inputs'] tensor_info:\n",
- " dtype: DT_FLOAT\n",
- " shape: (1, 224, 224, 3)\n",
- " name: serving_default_inputs:0\n",
- "The given SavedModel SignatureDef contains the following output(s):\n",
- " outputs['output_0'] tensor_info:\n",
- " dtype: DT_FLOAT\n",
- " shape: (1, 1001)\n",
- " name: StatefulPartitionedCall:0\n",
- "Method name is: tensorflow/serving/predict\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "YdmgASzwanSz"
- },
+ "metadata": {},
"source": [
"### Import and compile the SavedModel with IREE"
]
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "GLkjlHE5mdmg",
- "outputId": "c67419f8-94de-4335-ddbc-f062b7d2e48a"
- },
+ "metadata": {},
"source": [
"#@title Import from SavedModel\n",
"\n",
@@ -393,28 +236,12 @@
"print(f\"Saved compiled output to '{output_file}'\")\n",
"print(f\"Saved iree_input to '{iree_input}'\")"
],
- "execution_count": 17,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Saved compiled output to '/tmp/iree/colab_artifacts/mobilenet_v2.vmfb'\n",
- "Saved iree_input to '/tmp/iree/colab_artifacts/mobilenet_v2_iree_input.mlir'\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 86
- },
- "id": "IEJAzOb5qASI",
- "outputId": "9a29aa51-b99d-4acd-dae8-0d97cf9786e6"
- },
+ "metadata": {},
"source": [
"#@title Download compilation artifacts\n",
"\n",
@@ -431,83 +258,8 @@
"except ImportError:\n",
" print(\"Missing google_colab Python package, can't download files\")"
],
- "execution_count": 18,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Zipping '/tmp/iree/colab_artifacts' to '/tmp/mobilenet_colab_artifacts.zip' for download...\n",
- " adding: mobilenet_v2.vmfb (deflated 8%)\n",
- " adding: mobilenet_v2_iree_input.mlir (deflated 46%)\n",
- "Downloading the artifacts zip file...\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<IPython.core.display.Javascript object>"
- ],
- "application/javascript": [
- "\n",
- " async function download(id, filename, size) {\n",
- " if (!google.colab.kernel.accessAllowed) {\n",
- " return;\n",
- " }\n",
- " const div = document.createElement('div');\n",
- " const label = document.createElement('label');\n",
- " label.textContent = `Downloading \"${filename}\": `;\n",
- " div.appendChild(label);\n",
- " const progress = document.createElement('progress');\n",
- " progress.max = size;\n",
- " div.appendChild(progress);\n",
- " document.body.appendChild(div);\n",
- "\n",
- " const buffers = [];\n",
- " let downloaded = 0;\n",
- "\n",
- " const channel = await google.colab.kernel.comms.open(id);\n",
- " // Send a message to notify the kernel that we're ready.\n",
- " channel.send({})\n",
- "\n",
- " for await (const message of channel.messages) {\n",
- " // Send a message to notify the kernel that we're ready.\n",
- " channel.send({})\n",
- " if (message.buffers) {\n",
- " for (const buffer of message.buffers) {\n",
- " buffers.push(buffer);\n",
- " downloaded += buffer.byteLength;\n",
- " progress.value = downloaded;\n",
- " }\n",
- " }\n",
- " }\n",
- " const blob = new Blob(buffers, {type: 'application/binary'});\n",
- " const a = document.createElement('a');\n",
- " a.href = window.URL.createObjectURL(blob);\n",
- " a.download = filename;\n",
- " div.appendChild(a);\n",
- " a.click();\n",
- " div.remove();\n",
- " }\n",
- " "
- ]
- },
- "metadata": {}
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<IPython.core.display.Javascript object>"
- ],
- "application/javascript": [
- "download(\"download_18545900-47df-4250-9a14-8453ca4b6fc2\", \"mobilenet_colab_artifacts.zip\", 41434352)"
- ]
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
}
]
}
diff --git a/samples/colab/tensorflow_mnist_training.ipynb b/samples/colab/tensorflow_mnist_training.ipynb
index 8f15261..1875adf 100644
--- a/samples/colab/tensorflow_mnist_training.ipynb
+++ b/samples/colab/tensorflow_mnist_training.ipynb
@@ -1,25 +1,14 @@
{
"nbformat": 4,
"nbformat_minor": 0,
- "metadata": {
- "colab": {
- "name": "tensorflow_mnist_training.ipynb",
- "provenance": []
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- }
- },
+ "metadata": {},
"cells": [
{
"cell_type": "markdown",
"source": [
"##### Copyright 2020 The IREE Authors"
],
- "metadata": {
- "id": "kNU7iUMyeOFj"
- }
+ "metadata": {}
},
{
"cell_type": "code",
@@ -28,27 +17,20 @@
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
],
- "metadata": {
- "cellView": "form",
- "id": "dfJ7DaWpuMfS"
- },
- "execution_count": 19,
+ "metadata": {},
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "O6c3qfq5Zv57"
- },
+ "metadata": {},
"source": [
"# Training and Executing an MNIST Model with IREE"
]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "5ZY4oApRz0Cc"
- },
+ "metadata": {},
"source": [
"## Overview\n",
"\n",
@@ -57,9 +39,7 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "Bn2JUIHS0P_Q"
- },
+ "metadata": {},
"source": [
"## 1. Install dependencies"
]
@@ -70,33 +50,23 @@
"%%capture\n",
"!python -m pip install --upgrade tensorflow"
],
- "metadata": {
- "id": "NrpK8BOQuywf"
- },
- "execution_count": 20,
+ "metadata": {},
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "ZpkMjTQxLzLq"
- },
+ "metadata": {},
"source": [
"%%capture\n",
"!python -m pip install --pre iree-base-compiler iree-base-runtime iree-tools-tf -f https://iree.dev/pip-release-links.html"
],
- "execution_count": 21,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "D0bOS2B50bL3",
- "outputId": "01ac1d3d-2b16-4838-fe5d-89c7b1173a33",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
+ "metadata": {},
"source": [
"import iree.compiler.tf\n",
"import iree.runtime\n",
@@ -106,39 +76,19 @@
"!iree-compile --version\n",
"print(\"TensorFlow version: \", tf.__version__)"
],
- "execution_count": 22,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "IREE (https://iree.dev):\n",
- " IREE compiler version 20240511.890 @ a3b7e12f1ae3b4d0da9cc5dfa5fb7865b178ec4b\n",
- " LLVM version 19.0.0git\n",
- " Optimized build\n",
- "TensorFlow version: 2.16.1\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "DSpbh8jA0Vue"
- },
+ "metadata": {},
"source": [
"## 2. Import TensorFlow and Other Dependencies"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "EPF7RGQDYK-M",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "a4e0899f-4247-4799-cf13-edd47fa47502"
- },
+ "metadata": {},
"source": [
"from matplotlib import pyplot as plt\n",
"import numpy as np\n",
@@ -155,32 +105,19 @@
"print(\"TensorFlow version: \", tf.__version__)\n",
"print(\"Numpy version: \", np.__version__)"
],
- "execution_count": 23,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "TensorFlow version: 2.16.1\n",
- "Numpy version: 1.25.2\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "6boR75_O0780"
- },
+ "metadata": {},
"source": [
"## 3. Load the MNIST Dataset"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "sVVzmkKW07gi"
- },
+ "metadata": {},
"source": [
"# Keras datasets don't provide metadata.\n",
"NUM_CLASSES = 10\n",
@@ -200,19 +137,12 @@
"y_train = y_train.astype(np.int32)\n",
"y_test = y_test.astype(np.int32)"
],
- "execution_count": 24,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "k51ZHOdl1DVM",
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 769
- },
- "outputId": "b958c124-e89d-4028-9570-346f71716e0b"
- },
+ "metadata": {},
"source": [
"print(\"Sample image from the dataset:\")\n",
"sample_index = np.random.randint(x_train.shape[0])\n",
@@ -222,61 +152,35 @@
"plt.axis(\"off\")\n",
"plt.tight_layout()"
],
- "execution_count": 25,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Sample image from the dataset:\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 750x750 with 1 Axes>"
- ],
- "image/png": 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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "TtdoBkSx2LU-"
- },
+ "metadata": {},
"source": [
"## 4. Create a Simple DNN"
]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "DvQ8Hwkb4-eQ"
- },
+ "metadata": {},
"source": [
"MLIR-HLO (the MLIR dialect we use to convert TensorFlow models into assembly that IREE can compile) does not currently support training with a dynamic number of examples, so we compile the model with a fixed batch size (by specifying the batch size in the `tf.TensorSpec`s)."
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "PhgIfpyo2ik1"
- },
+ "metadata": {},
"source": [
"BATCH_SIZE = 32"
],
- "execution_count": 26,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "CSIHhP-M2OVf"
- },
+ "metadata": {},
"source": [
"class TrainableDNN(tf.Module):\n",
"\n",
@@ -319,23 +223,19 @@
" self.optimizer.apply_gradients(zip(gradients, variables))\n",
" return loss"
],
- "execution_count": 27,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "wgw3qscBAj5r"
- },
+ "metadata": {},
"source": [
"## 5. Compile the Model with IREE"
]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "YU1MPQpLARFg"
- },
+ "metadata": {},
"source": [
"tf.keras adds a large number of methods to TrainableDNN, and most of them\n",
"cannot be compiled with IREE. To get around this we tell IREE exactly which\n",
@@ -344,42 +244,33 @@
},
{
"cell_type": "code",
- "metadata": {
- "id": "077f7oM5_sXo"
- },
+ "metadata": {},
"source": [
"exported_names = [\"predict\", \"learn\"]"
],
- "execution_count": 28,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "2mAHqesFATKr"
- },
+ "metadata": {},
"source": [
"Choose one of IREE's three backends to compile to. (*Note: Using Vulkan requires installing additional drivers.*)"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "mJyGShXIAOGr",
- "cellView": "form"
- },
+ "metadata": {},
"source": [
"backend_choice = \"llvm-cpu (CPU)\" #@param [ \"vmvx (CPU)\", \"llvm-cpu (CPU)\", \"vulkan-spirv (GPU/SwiftShader – requires additional drivers) \" ]\n",
"backend_choice = backend_choice.split(' ')[0]"
],
- "execution_count": 29,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "9x8Vm_dQ8tib"
- },
+ "metadata": {},
"source": [
"# Compile the TrainableDNN module\n",
"vm_flatbuffer = iree.compiler.tf.compile_module(\n",
@@ -390,37 +281,26 @@
" vm_flatbuffer,\n",
" backend=backend_choice)"
],
- "execution_count": 30,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "DtOS_rd_BP5V"
- },
+ "metadata": {},
"source": [
"## 6. Train the Compiled Model on MNIST"
]
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "2MVsxIy5BdqF"
- },
+ "metadata": {},
"source": [
"This compiled model is portable, demonstrating that IREE can be used for training on a mobile device. On mobile, IREE has a ~1000 fold binary size advantage over the current TensorFlow solution (which is to use the now-deprecated TF Mobile, as TFLite does not support training at this time)."
]
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "RuNlrIqTB1yn",
- "cellView": "form",
- "outputId": "d6991af6-5b05-486d-a7b7-c72c77fbe920"
- },
+ "metadata": {},
"source": [
"#@title Benchmark inference and training\n",
"print(\"Inference latency:\\n \", end=\"\")\n",
@@ -428,29 +308,12 @@
"print(\"Training latancy:\\n \", end=\"\")\n",
"%timeit -n 100 compiled_model.learn(x_train[:BATCH_SIZE], y_train[:BATCH_SIZE])"
],
- "execution_count": 31,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Inference latency:\n",
- " 1.38 ms ± 285 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n",
- "Training latancy:\n",
- " 2.78 ms ± 525 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "uY2D4QVXBWAD",
- "outputId": "ba82f236-72dd-41e4-ce85-bd3a1af2caae"
- },
+ "metadata": {},
"source": [
"# Run the core training loop.\n",
"losses = []\n",
@@ -471,28 +334,12 @@
" step += 1\n",
" print(f\"\\rStep {step:4d}/{max_steps}: loss = {loss:.4f}\", end=\"\")"
],
- "execution_count": 32,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Step 1875/1875: loss = 0.1817"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 688
- },
- "id": "FLi6jmABCom3",
- "cellView": "form",
- "outputId": "3c182762-3820-4fa1-8c37-88b21448d471"
- },
+ "metadata": {},
"source": [
"#@title Plot the training results\n",
"!python -m pip install bottleneck\n",
@@ -509,46 +356,19 @@
"plt.ylabel(\"cross-entropy\")\n",
"plt.title(\"training loss\");"
],
- "execution_count": 33,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Requirement already satisfied: bottleneck in /usr/local/lib/python3.10/dist-packages (1.3.8)\n",
- "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from bottleneck) (1.25.2)\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 1200x675 with 1 Axes>"
- ],
- "image/png": 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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "HL2mmtEqHHjk"
- },
+ "metadata": {},
"source": [
"## 7. Evaluate on Heldout Test Examples"
]
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "ObYYinU5HxCK",
- "outputId": "83a1941b-3b87-48d7-da86-164cc2a48379"
- },
+ "metadata": {},
"source": [
"#@title Evaluate the network on the test data.\n",
"accuracies = []\n",
@@ -574,28 +394,12 @@
"accuracy = np.mean(accuracies)\n",
"print(f\"Test accuracy: {accuracy:.3f}\")"
],
- "execution_count": 34,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Step 312/312\n",
- "Test accuracy: 0.905\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 677
- },
- "id": "tFKFfdpVJBK3",
- "outputId": "2ce495d8-c097-42d1-e88c-0800aec559b2"
- },
+ "metadata": {},
"source": [
"#@title Display inference predictions on a random selection of heldout data\n",
"rows = 4\n",
@@ -623,19 +427,8 @@
"\n",
"fig.tight_layout()"
],
- "execution_count": 35,
- "outputs": [
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 1200x675 with 16 Axes>"
- ],
- "image/png": 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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
}
]
}
diff --git a/samples/colab/tensorflow_resnet.ipynb b/samples/colab/tensorflow_resnet.ipynb
index f3b00fd..25d99d0 100644
--- a/samples/colab/tensorflow_resnet.ipynb
+++ b/samples/colab/tensorflow_resnet.ipynb
@@ -1,48 +1,29 @@
{
"nbformat": 4,
"nbformat_minor": 0,
- "metadata": {
- "colab": {
- "name": "tensorflow_resnet.ipynb",
- "provenance": [],
- "collapsed_sections": [
- "FH3IRpYTta2v"
- ]
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- }
- },
+ "metadata": {},
"cells": [
{
"cell_type": "markdown",
- "metadata": {
- "id": "FH3IRpYTta2v"
- },
+ "metadata": {},
"source": [
"##### Copyright 2020 The IREE Authors"
]
},
{
"cell_type": "code",
- "metadata": {
- "id": "mWGa71_Ct2ug",
- "cellView": "form"
- },
+ "metadata": {},
"source": [
"#@title Licensed under the Apache License v2.0 with LLVM Exceptions.\n",
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
],
- "execution_count": 1,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "h5s6ncerSpc5"
- },
+ "metadata": {},
"source": [
"# ResNet\n",
"\n",
@@ -61,56 +42,22 @@
"%%capture\n",
"!python -m pip install --upgrade tensorflow"
],
- "metadata": {
- "id": "7B4GXokvvwz3"
- },
- "execution_count": 2,
+ "metadata": {},
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "aC_OyUDS17hH",
- "outputId": "51635ebb-cf05-4b5a-f2ef-a0e3c935d113"
- },
+ "metadata": {},
"source": [
"!python -m pip install --pre iree-base-compiler iree-base-runtime iree-tools-tf -f https://iree.dev/pip-release-links.html"
],
- "execution_count": 3,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Looking in links: https://iree.dev/pip-release-links.html\n",
- "Collecting iree-compiler\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20240511.890/iree_compiler-20240511.890-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (64.5 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m64.5/64.5 MB\u001b[0m \u001b[31m7.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hCollecting iree-runtime\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20240511.890/iree_runtime-20240511.890-cp310-cp310-manylinux_2_28_x86_64.whl (7.5 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.5/7.5 MB\u001b[0m \u001b[31m90.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25hCollecting iree-tools-tf\n",
- " Downloading https://github.com/iree-org/iree/releases/download/candidate-20240511.890/iree_tools_tf-20240511.890-py3-none-any.whl (32 kB)\n",
- "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from iree-compiler) (1.25.2)\n",
- "Requirement already satisfied: PyYAML in /usr/local/lib/python3.10/dist-packages (from iree-compiler) (6.0.1)\n",
- "Installing collected packages: iree-tools-tf, iree-runtime, iree-compiler\n",
- "Successfully installed iree-compiler-20240511.890 iree-runtime-20240511.890 iree-tools-tf-20240511.890\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "s2bScbYkP6VZ",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "e6200deb-0c8d-4797-865d-becb67b9968c"
- },
+ "metadata": {},
"source": [
"#@title Imports and common setup\n",
"\n",
@@ -124,30 +71,12 @@
"!iree-compile --version\n",
"print(\"TensorFlow version: \", tf.__version__)"
],
- "execution_count": 4,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "IREE (https://iree.dev):\n",
- " IREE compiler version 20240511.890 @ a3b7e12f1ae3b4d0da9cc5dfa5fb7865b178ec4b\n",
- " LLVM version 19.0.0git\n",
- " Optimized build\n",
- "TensorFlow version: 2.16.1\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "9foDFPfEieIO",
- "outputId": "e649d8eb-1d63-452c-b046-de1fbe07984c",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
+ "metadata": {},
"source": [
"#@title Construct a pretrained ResNet model with ImageNet weights\n",
"\n",
@@ -169,23 +98,12 @@
" def predict(self, x):\n",
" return self.model.call(x, training=False)"
],
- "execution_count": 5,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels.h5\n",
- "\u001b[1m102967424/102967424\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 0us/step\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "0x7NqMybvPg0"
- },
+ "metadata": {},
"source": [
"#@markdown ### Backend Configuration\n",
"\n",
@@ -193,46 +111,23 @@
"backend_choice = backend_choice.split(\" \")[0]\n",
"backend = module_utils.BackendInfo(backend_choice)"
],
- "execution_count": 6,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "Kk3I2mkOvdp1",
- "outputId": "07b3ca0a-5011-4839-c09b-85e0021eed5d",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
+ "metadata": {},
"source": [
"#@title Compile ResNet with IREE\n",
"# This may take a few minutes.\n",
"iree_module = backend.compile_from_class(ResNetModule, [\"predict\"])"
],
- "execution_count": 7,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "/usr/local/lib/python3.10/dist-packages/iree/tf/support/module_utils.py:425: UserWarning: Making copy of unaligned VmModule buffer. It is recommended to make this deterministic by calling `copy_buffer` to always make a copy or `mmap` to efficiently load from a file. This warning can be silenced by adding `warn_if_copy=False` to `from_buffer`\n",
- " vm_module = iree.runtime.VmModule.from_flatbuffer(\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "cellView": "form",
- "id": "d0QjgzR-aiqj",
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 539
- },
- "outputId": "f7b50bb1-eb38-4b85-de11-3dccb87c5312"
- },
+ "metadata": {},
"source": [
"#@title Load a test image of a [labrador](https://commons.wikimedia.org/wiki/File:YellowLabradorLooking_new.jpg)\n",
"\n",
@@ -253,35 +148,12 @@
"plt.axis(\"off\")\n",
"plt.tight_layout()"
],
- "execution_count": 8,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Downloading data from https://storage.googleapis.com/download.tensorflow.org/example_images/YellowLabradorLooking_new.jpg\n",
- "\u001b[1m83281/83281\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 0us/step\n",
- "Test image:\n"
- ]
- },
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "<Figure size 640x480 with 1 Axes>"
- ],
- "image/png": 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\n"
- },
- "metadata": {}
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "cellView": "form",
- "id": "U7XcCuw1qE1U"
- },
+ "metadata": {},
"source": [
"#@title Model pre- and post-processing\n",
"input_data = tf.keras.applications.resnet50.preprocess_input(content_image)\n",
@@ -289,18 +161,12 @@
"def decode_result(result):\n",
" return tf.keras.applications.resnet50.decode_predictions(result, top=3)[0]"
],
- "execution_count": 9,
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "OKDPhohd1LWN",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "d6a80bf4-66a8-4232-d46d-ff3260d9cd47"
- },
+ "metadata": {},
"source": [
"#@title Run TF model\n",
"\n",
@@ -308,30 +174,12 @@
"tf_result = tf_model.predict(input_data)\n",
"print(decode_result(tf_result))"
],
- "execution_count": 10,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "TF prediction:\n",
- "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 3s/step\n",
- "Downloading data from https://storage.googleapis.com/download.tensorflow.org/data/imagenet_class_index.json\n",
- "\u001b[1m35363/35363\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 0us/step\n",
- "[('n02091244', 'Ibizan_hound', 0.12879117), ('n02099712', 'Labrador_retriever', 0.12632963), ('n02091831', 'Saluki', 0.096252546)]\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
},
{
"cell_type": "code",
- "metadata": {
- "id": "QBaypvkMetjw",
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "outputId": "8623cc4b-d14a-41a5-8ac3-359f3cc5ee9b"
- },
+ "metadata": {},
"source": [
"#@title Run the model compiled with IREE\n",
"\n",
@@ -339,17 +187,8 @@
"iree_result = iree_module.predict(input_data)\n",
"print(decode_result(iree_result))"
],
- "execution_count": 11,
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "IREE prediction:\n",
- "[('n02091244', 'Ibizan_hound', 0.12879056), ('n02099712', 'Labrador_retriever', 0.12632976), ('n02091831', 'Saluki', 0.0962525)]\n"
- ]
- }
- ]
+ "execution_count": null,
+ "outputs": []
}
]
}
diff --git a/samples/colab/tflite_text_classification.ipynb b/samples/colab/tflite_text_classification.ipynb
index 84b37a9..e10215f 100644
--- a/samples/colab/tflite_text_classification.ipynb
+++ b/samples/colab/tflite_text_classification.ipynb
@@ -5,9 +5,7 @@
"source": [
"##### Copyright 2021 The IREE Authors"
],
- "metadata": {
- "id": "jFe0n0RUvf3t"
- }
+ "metadata": {}
},
{
"cell_type": "code",
@@ -16,18 +14,13 @@
"# See https://llvm.org/LICENSE.txt for license information.\n",
"# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception"
],
- "metadata": {
- "cellView": "form",
- "id": "rhiNq8ZUo1kL"
- },
- "execution_count": 5,
+ "metadata": {},
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "DlPPifbUs1tY"
- },
+ "metadata": {},
"source": [
"# TFLite text classification sample with IREE\n",
"\n",
@@ -36,19 +29,15 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "im5zRYThe1tY"
- },
+ "metadata": {},
"source": [
"## Setup"
]
},
{
"cell_type": "code",
- "execution_count": 6,
- "metadata": {
- "id": "iuAwhzC7s1tZ"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"%%capture\n",
@@ -62,34 +51,15 @@
"source": [
"from tensorflow.python.pywrap_mlir import experimental_tflite_to_tosa_bytecode"
],
- "metadata": {
- "id": "iGPG9DoEt2B5"
- },
- "execution_count": 7,
+ "metadata": {},
+ "execution_count": null,
"outputs": []
},
{
"cell_type": "code",
- "execution_count": 8,
- "metadata": {
- "id": "hOUmhoAlso1tb",
- "outputId": "a614a2d7-13b4-453a-f794-d5cb0297c6ff",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "IREE (https://iree.dev):\n",
- " IREE compiler version 20240511.890 @ a3b7e12f1ae3b4d0da9cc5dfa5fb7865b178ec4b\n",
- " LLVM version 19.0.0git\n",
- " Optimized build\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"import numpy as np\n",
"import urllib.request\n",
@@ -111,9 +81,7 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "1Ou5VKsLs1tc"
- },
+ "metadata": {},
"source": [
"### Load the TFLite model\n",
"\n",
@@ -126,27 +94,9 @@
},
{
"cell_type": "code",
- "execution_count": 9,
- "metadata": {
- "id": "2vlRjNSPs1tc",
- "outputId": "188aaeda-714a-46fd-cdf3-993205ad988e",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "execute_result",
- "data": {
- "text/plain": [
- "(PosixPath('/tmp/iree/colab_artifacts/text_classification.tflite'),\n",
- " <http.client.HTTPMessage at 0x7bc4358faaa0>)"
- ]
- },
- "metadata": {},
- "execution_count": 9
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Download pretrained text classification model\n",
"MODEL_URL = \"https://storage.googleapis.com/download.tensorflow.org/models/tflite/text_classification/text_classification_v2.tflite\"\n",
@@ -155,25 +105,9 @@
},
{
"cell_type": "code",
- "execution_count": 10,
- "metadata": {
- "id": "e9t6pCAVs1td",
- "outputId": "72dc16fd-dc31-4799-8431-b64a3fa446f0",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Archive: /tmp/iree/colab_artifacts/text_classification.tflite\n",
- " extracting: /tmp/iree/colab_artifacts/labels.txt \n",
- " extracting: /tmp/iree/colab_artifacts/vocab.txt \n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Extract model vocab and label metadata\n",
"!unzip -o -d {ARTIFACTS_DIR} {ARTIFACTS_DIR}/text_classification.tflite\n",
@@ -193,10 +127,8 @@
},
{
"cell_type": "code",
- "execution_count": 11,
- "metadata": {
- "id": "g4QeoNHqs1te"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"#@title Input and output processing\n",
@@ -244,42 +176,9 @@
},
{
"cell_type": "code",
- "execution_count": 12,
- "metadata": {
- "id": "yXdBOIpBs1tf",
- "outputId": "97e74561-20ec-46de-e837-52385bb64bf3",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "This is the best movie I've seen in recent years. Strongly recommend it!\n",
- "[[ 1 13 8 3 117 19 206 109 10 1134 152 2301 385 11\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
- " 0 0 0 0]]\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"#@title Text samples\n",
"positive_text = \"This is the best movie I've seen in recent years. Strongly recommend it!\"\n",
@@ -291,9 +190,7 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "kM8RSTwAs1tg"
- },
+ "metadata": {},
"source": [
"## Run using TFLite\n",
"\n",
@@ -306,10 +203,8 @@
},
{
"cell_type": "code",
- "execution_count": 13,
- "metadata": {
- "id": "Y28pZUAZs1tg"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"interpreter = tflite.Interpreter(\n",
@@ -327,31 +222,9 @@
},
{
"cell_type": "code",
- "execution_count": 14,
- "metadata": {
- "id": "GFrbbHOgs1th",
- "outputId": "25840d4d-1b17-4e0d-b19c-9d53b2df2e35",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Invoking text classification with TFLite\n",
- "\n",
- "This is the best movie I've seen in recent years. Strongly recommend it!\n",
- "Label: Positive\n",
- "Confidence: 0.8997294\n",
- "\n",
- "What a waste of my time.\n",
- "Label: Negative\n",
- "Confidence: 0.6275043\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"print(\"Invoking text classification with TFLite\\n\")\n",
"positive_text = \"This is the best movie I've seen in recent years. Strongly recommend it!\"\n",
@@ -365,9 +238,7 @@
},
{
"cell_type": "markdown",
- "metadata": {
- "id": "JiVzwcwCs1th"
- },
+ "metadata": {},
"source": [
"## Run using IREE\n",
"\n",
@@ -382,23 +253,9 @@
},
{
"cell_type": "code",
- "execution_count": 15,
- "metadata": {
- "id": "Y7gKbGVSs1ti",
- "outputId": "e96f075f-4af5-41bb-af8c-dd51ca013a39",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "2024-05-13 20:12:11.397050: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"# Convert TFLite model to TOSA MLIR (bytecode) with IREE's import tool.\n",
"tosa_mlirbc_file = ARTIFACTS_DIR.joinpath(\"text_classification.mlirbc\")\n",
@@ -410,10 +267,8 @@
},
{
"cell_type": "code",
- "execution_count": 16,
- "metadata": {
- "id": "dsN89K7as1tj"
- },
+ "execution_count": null,
+ "metadata": {},
"outputs": [],
"source": [
"# Compile the TOSA MLIR into a VM module.\n",
@@ -433,31 +288,9 @@
},
{
"cell_type": "code",
- "execution_count": 17,
- "metadata": {
- "id": "LQiDmXn_s1tj",
- "outputId": "7c87745a-326c-4646-ef79-23c2b09a8b6c",
- "colab": {
- "base_uri": "https://localhost:8080/"
- }
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "Invoking text classification with IREE\n",
- "\n",
- "This is the best movie I've seen in recent years. Strongly recommend it!\n",
- "Label: Positive\n",
- "Confidence: 0.8997294\n",
- "\n",
- "What a waste of my time.\n",
- "Label: Negative\n",
- "Confidence: 0.6275043\n"
- ]
- }
- ],
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
"source": [
"print(\"Invoking text classification with IREE\\n\")\n",
"print(positive_text)\n",
@@ -468,22 +301,7 @@
]
}
],
- "metadata": {
- "colab": {
- "collapsed_sections": [
- "1Ou5VKsLs1tc"
- ],
- "name": "tflite_text_classification.ipynb",
- "provenance": []
- },
- "kernelspec": {
- "display_name": "Python 3",
- "name": "python3"
- },
- "language_info": {
- "name": "python"
- }
- },
+ "metadata": {},
"nbformat": 4,
"nbformat_minor": 0
}
