From 7091818471dd80fab43f96ad349bc645434e823e Mon Sep 17 00:00:00 2001 From: Shan Jiang Date: Sat, 6 Sep 2025 01:48:56 -0500 Subject: [PATCH 01/37] Update --- README.md | 83 +++++++++++++++++++++++-------------- pics/Eval_result.jpg | Bin 0 -> 106973 bytes pics/graphnet_overview.jpg | Bin 0 -> 559563 bytes 3 files changed, 53 insertions(+), 30 deletions(-) create mode 100644 pics/Eval_result.jpg create mode 100644 pics/graphnet_overview.jpg diff --git a/README.md b/README.md index 542b4cbc4b..99d931997b 100644 --- a/README.md +++ b/README.md @@ -1,18 +1,27 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, designed to serve as a standard benchmark and training corpus for **AI-driven tensor compiler optimization**. It contains diverse graphs extracted from state-of-the-art models, enabling effective evaluation of compiler pass optimizations across frameworks and hardware platforms. - +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison, reproducible evaluation, and deeper research into the general optimization capabilities of tensor compilers. +
+
+GraphNet Architecture Overview +
With GraphNet, users can: -1. Quickly benchmark the optimization performance of various compiler strategies. -2. Easily conduct regression tests on existing compilers. -3. Train AI‑for‑Systems models to automatically generate compiler optimization passes. +1. **Contribute new computation graphs** through the built-in automated extraction and validation pipeline. +2. **Evaluate tensor compilers** on existing graphs with the integrated compiler evaluation tool, supporting multiple compiler backends. +3. **Advance research** in tensor compiler optimization using the test data and statistics provided by GraphNet. + + + **Vision**: We aim to achieve cross-hardware portability of compiler optimizations by allowing models to learn and transfer optimization strategies. It will significantly reduce the manual effort required to develop efficient operator implementations. -### Dataset Construction Constraints: +## Dataset Construction + +To guarantee the dataset’s overall quality, reproducibility, and cross-compiler compatibility, we define the following construction **constraints**: + 1. Dynamic graphs must execute correctly. 2. Graphs and their corresponding Python code must support serialization and deserialization. 3. The full graph can be decomposed into two disjoint subgraphs. @@ -20,19 +29,9 @@ With GraphNet, users can: 5. If custom operators are used, their implementation code must be fully accessible. -## ⚡ Quick Start +### Graph Extraction & Validation For full implementation details, please refer to the [Co-Creation Tutorial](https://github.com/PaddlePaddle/GraphNet/blob/develop/CONTRIBUTE_TUTORIAL.md#co-creation-tutorial). -### Benchmark your compiler on the model: - -**graph_net.torch.test_compiler** -``` -python3 -m graph_net.torch.test_compiler \ - --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ \ - --compiler /path/to/custom/compiler -# Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default -``` -### Contribute computation graphs to GraphNet: **Demo: Extract & Validate ResNet‑18** ``` git clone https://github.com/PaddlePaddle/GraphNet.git @@ -71,22 +70,46 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name ``` -**graph_net.pack** -``` -# Create a ZIP archive of $GRAPH_NET_EXTRACT_WORKSPACE. -# The --clear-after-pack flag (True|False) determines whether to delete the workspace after packing. -python -m graph_net.pack \ - --output /path/to/output.zip \ - --clear-after-pack True -``` -Note: To configure your user details (username and email) for GraphNet, run: +## Compiler Evaluation + +The compiler evaluation process takes a GraphNet sample as input and involves: +1. Running the original model in eager mode to record a baseline. +2. Compiling the model with the specified backend (e.g., CINN, TorchInductor, TVM). +3. Executing the compiled model and collecting its runtime and outputs. +4. Analyzing performance by comparing the compiled results against the baseline. + +### Evaluation Metrics + +We define two key metrics here: **rectified speedup** and **GraphNet Score**. Rectified speedup measures runtime performance while incorporating compilation success, time cost, and correctness. GraphNet Score aggregates the rectified speedup of a compiler on specified tasks, providing a measure of its general optimization capability. + +**Demo: How to benchmark your compiler on the model:** + ``` -python -m graph_net.config --global \ - --username "your-name" \ - --email "your-email" +python3 -m graph_net.torch.test_compiler \ + --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ \ + --compiler /path/to/custom/compiler +# Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` -Once you have packaged these extracted computation graphs, submit them to the GraphNet community via the following group chats. + +### Evaluation Results Example + +
+Violin plots of rectified speedup distributions +
+ + +## Roadmap + +1. Scale GraphNet to 10K+ graphs. +2. Further annotate GraphNet samples into more granular sub-categories +3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. +4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. + +## GraphNet Community: + + +You can join GraphNet community via the following group chats.
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delete mode 100644 pics/Eval_result.jpg diff --git a/README.md b/README.md index 74dbc2340e..26ce96601e 100644 --- a/README.md +++ b/README.md @@ -1,36 +1,36 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison, reproducible evaluation, and deeper research into the general optimization capabilities of tensor compilers. +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research in AI for compilers (**AI4C**). +
-GraphNet Architecture Overview +Violin plots of speedup distributions
-With GraphNet, users can: -1. **Contribute new computation graphs** through the built-in automated extraction and validation pipeline. -2. **Evaluate tensor compilers** on existing graphs with the integrated compiler evaluation tool, supporting multiple compiler backends. -3. **Advance research** in tensor compiler optimization using the test data and statistics provided by GraphNet. - - - +Compiler developers can use GraphNet samples to evaluate tensor compilers (e.g., CINN, TorchInductor, TVM) on target tasks. The figure above shows the speedup of two compilers (CINN and TorchInductor) across two tasks (CV and NLP). -**Vision**: We aim to achieve cross-hardware portability of compiler optimizations by allowing models to learn and transfer optimization strategies. It will significantly reduce the manual effort required to develop efficient operator implementations. ## Dataset Construction To guarantee the dataset’s overall quality, reproducibility, and cross-compiler compatibility, we define the following construction **constraints**: -1. Dynamic graphs must execute correctly. -2. Graphs and their corresponding Python code must support serialization and deserialization. +1. Computation graphs must be executable in imperative (eager) mode. +2. Computation graphs and their corresponding Python code must support serialization and deserialization. 3. The full graph can be decomposed into two disjoint subgraphs. 4. Operator names within each computation graph must be statically parseable. 5. If custom operators are used, their implementation code must be fully accessible. ### Graph Extraction & Validation -For full implementation details, please refer to the [Co-Creation Tutorial](https://github.com/PaddlePaddle/GraphNet/blob/develop/CONTRIBUTE_TUTORIAL.md#co-creation-tutorial). + +We provide automated extraction and validation tools for constructing this dataset. + +
+GraphNet Architecture Overview +
+ **Demo: Extract & Validate ResNet‑18** ``` @@ -75,19 +75,9 @@ python -m graph_net.torch.validate \ ## Compiler Evaluation -The compiler evaluation process takes a GraphNet sample as input and involves: -1. Running the original model in eager mode to record a baseline. -2. Compiling the model with the specified backend (e.g., CINN, TorchInductor, TVM). -3. Executing the compiled model and collecting its runtime and outputs. -4. Analyzing performance by comparing the compiled results against the baseline. - -### Evaluation Metrics - -We define two key metrics here: **rectified speedup** and **GraphNet Score**. Rectified speedup measures runtime performance while incorporating compilation success, time cost, and correctness. GraphNet Score aggregates the rectified speedup of a compiler on specified tasks, providing a measure of its general optimization capability. - **Demo: How to benchmark your compiler on the model:** -1. Benchmark +**Step 1: Benchmark** We use ```graph_net/benchmark_demo.sh``` to benchmark GraphNet computation graph samples: @@ -107,7 +97,7 @@ python3 -m graph_net.torch.test_compiler \ # Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` -2. Analysis +**Step 2: Analysis** After processing, we provide ```graph_net/analysis.py``` to generate [violin plot](https://en.m.wikipedia.org/wiki/Violin_plot) based on the JSON results. @@ -121,13 +111,6 @@ After executing, one summary plot of results on all compilers (as shown below in The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. -### Evaluation Results Example - -
-Violin plots of rectified speedup distributions -
- - ## Roadmap 1. Scale GraphNet to 10K+ graphs. @@ -135,6 +118,8 @@ The script is designed to process a file structure as ```/benchmark_path/compile 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. +**Vision**: GraphNet aims to lay the foundation for AI4C by enabling large-scale, systematic evaluation of tensor compiler optimizations. + ## GraphNet Community: diff --git a/pics/Eval_result.jpg b/pics/Eval_result.jpg deleted file mode 100644 index 840aa5b64394cd3b0829fe4c3d1edfb19d04f265..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 106973 zcmeFa2Urx%mN(u*5RfDaf}}wKMG(n344@>DoU;-nNzQQ)BuEqxP*5_0l0?Z-GKypb z$uJ-}$AKAU{>>Ziy}S3h`+d86cmMBqUxufFp02L$I_K2yoI2-J74`>q2DorfPEihk zKmY&&{s7o<;0{2De~#cBJ|V$50wO{}B9coaB*erdG!z%fF45C4FwoJ^(L$MTu|lu1 zU!|qH&VPgbHWv>s4Q0#NWh@gcu_fZsk499%r`g$aqy6N3fHF90|YTwEMHTzq^yJg~Gs zcpbo_z`uBvNBZ0)^@jx4oGE#q#AOmP%ak@zY4mTg@R_*;5uLwGO>>2o_4*CAo9z4o zfDz-qY05*3s3|H!!!bd}L*9W9#bX?&0a>?GyYoBs47iSwwuoi^Qbl zm#Cq=a;VogG1kkM}CZs%_8RJe=aO8Ew60v z?C$L!93qd7Pum3naDQzU`1{v}{kwKifbGJ;!^6cRIBgdM#}hnoDe&;G@|?RUtxoXJ 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zlC50xBOp~MPc;4S0*3_1tx~_)X%odAm&7{<9%?;?2e(xEf8QJNm)T0-JZ;7@q|ZU< zMvG^0*bff*LJe=Zy87h0KCBMe0E!xfqB7;|nr))j6ZUSKi?S4paI&qYa!rN_3C+l2 zOsIv>K`d4==Ip~5r+}lUR76sk6>p-DDadgolLFSV6w%9?a|iC!x~Zc@pY;ofdc$MW|TXDbH#tm_x?bNxJ~kD>8WP_BXB{ zYqYhStE|_X>m80e=xKh^=qYWQAiaTP{{E1G$CVPm50^tth}Uzab@pw$=sg*#mbdZ7 zJvwc?k?%LSIUsxVmYnpR_Ur@$8YMT*=GY1b7^d&<{wc{h4z^R*q9PT?$;CKU zyNmZDtkRUjp^IN+yC|VEZG9Dc?&(BdCnlKg!VA-bX-lS}U@)~`Y<1tcQA3O8HBnn# zI2vkT-V7lKEsFmyi-#VuB)EA7u-ZGNQ{)kjULIgVjL=S z?YXkc`kCT`API;w z{`7y=cljn_FZsnxCw2Ai!qHK^5&t{4S=S~`Hn5WuU*0ycS>It2(~NCs_7g_TF|d|7 z*|mj`$3a+Jv>odw3iy=YoNlv{;W^YSaMAWqDKs^kLEc$wy%N^063(7aU!H)MRUaO{_qazXVXbI_%;U|Y!%JrrfC2GtE9^7CM1 zH$vpNJ42-M2Kcj6Q}T1Av1-tzcW0WPSwDkSbsS1IU>Kc*GP_;CVXkn*zc7_yY8oWm zC2csEgaHQ%{s+4` z|KGveHrAX-5WTe8AJ?@hkS^*gGPKKbqG Date: Mon, 8 Sep 2025 15:20:03 +0800 Subject: [PATCH 03/37] Update README.md --- README.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 26ce96601e..8d405d3b06 100644 --- a/README.md +++ b/README.md @@ -97,6 +97,12 @@ python3 -m graph_net.torch.test_compiler \ # Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` +After that, ```graph_net.torch.test_compiler``` processes as below: +1. Running the original model in eager mode to record a baseline. +2. Compiling the model with the specified backend (e.g., CINN, TorchInductor, TVM). +3. Executing the compiled model and collecting its runtime and outputs. +4. Conduct speedup by comparing the compiled results against the baseline. + **Step 2: Analysis** After processing, we provide ```graph_net/analysis.py``` to generate [violin plot](https://en.m.wikipedia.org/wiki/Violin_plot) based on the JSON results. @@ -107,7 +113,7 @@ python3 graph_net/analysis.py \ --output-dir /path/to/save/output/figures/ ``` -After executing, one summary plot of results on all compilers (as shown below in "Evaluation Results Example"), as well as multiple sub-plots of results in categories (model tasks, Library...) on a single compiler. +After executing, one summary plot of results on all compilers (as shown in "Evaluation Results Example"), as well as multiple sub-plots of results in categories (model tasks, Library...) on a single compiler. The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. From 0f95a1baef4e020ed4aef30f7ff12da9d38f979e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:34:18 +0800 Subject: [PATCH 04/37] Update README.md --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 8d405d3b06..eba8334b9f 100644 --- a/README.md +++ b/README.md @@ -85,19 +85,19 @@ We use ```graph_net/benchmark_demo.sh``` to benchmark GraphNet computation graph bash graph_net/benchmark_demo.sh & ``` -The script will run ```graph_net.torch.test_compiler``` with specific batch and log configurations. +The script runs ```graph_net.torch.test_compiler``` with specific batch and log configurations. Or you can customize and use ```graph_net.torch.test_compiler``` yourself: ``` -python3 -m graph_net.torch.test_compiler \ +python -m graph_net.torch.test_compiler \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ \ --compiler /path/to/custom/compiler/ \ --output-dir /path/to/save/JSON/result/file/ # Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` -After that, ```graph_net.torch.test_compiler``` processes as below: +After that, ```graph_net.torch.test_compiler``` will process as below: 1. Running the original model in eager mode to record a baseline. 2. Compiling the model with the specified backend (e.g., CINN, TorchInductor, TVM). 3. Executing the compiled model and collecting its runtime and outputs. @@ -108,7 +108,7 @@ After that, ```graph_net.torch.test_compiler``` processes as below: After processing, we provide ```graph_net/analysis.py``` to generate [violin plot](https://en.m.wikipedia.org/wiki/Violin_plot) based on the JSON results. ``` -python3 graph_net/analysis.py \ +python -m graph_net.analysis \ --benchmark-path /path/to/read/JSON/result/file/ \ --output-dir /path/to/save/output/figures/ ``` From 4568d66665800b6d4e2c75690dfb5d0a735c93f3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:35:32 +0800 Subject: [PATCH 05/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eba8334b9f..a208d6ceae 100644 --- a/README.md +++ b/README.md @@ -97,7 +97,7 @@ python -m graph_net.torch.test_compiler \ # Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` -After that, ```graph_net.torch.test_compiler``` will process as below: +After executing, ```graph_net.torch.test_compiler``` will: 1. Running the original model in eager mode to record a baseline. 2. Compiling the model with the specified backend (e.g., CINN, TorchInductor, TVM). 3. Executing the compiled model and collecting its runtime and outputs. From b3a364a7bed4edee887fa1609dfefe885f928a80 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:37:38 +0800 Subject: [PATCH 06/37] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index a208d6ceae..1a55c8935e 100644 --- a/README.md +++ b/README.md @@ -48,7 +48,7 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18 ``` -**graph_net.torch.extract** +**Step 1: graph_net.torch.extract** ```python import graph_net @@ -65,7 +65,7 @@ model = graph_net.torch.extract(name="model_name")(model) For details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py` -**graph_net.torch.validate** +**Step 2: graph_net.torch.validate** ``` # Verify that the extracted model meets requirements python -m graph_net.torch.validate \ From beb7d14336dc1f463470496de1d4fe159350dc68 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:38:52 +0800 Subject: [PATCH 07/37] Update README.md --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index 1a55c8935e..d5b584ef1e 100644 --- a/README.md +++ b/README.md @@ -75,8 +75,6 @@ python -m graph_net.torch.validate \ ## Compiler Evaluation -**Demo: How to benchmark your compiler on the model:** - **Step 1: Benchmark** We use ```graph_net/benchmark_demo.sh``` to benchmark GraphNet computation graph samples: From 32906cdd58e1a8642bb26a779f6c16b0d100b83a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:42:16 +0800 Subject: [PATCH 08/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d5b584ef1e..c8f9935865 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research in AI for compilers (**AI4C**). +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research in AI for compilers ([**AI4C**](https://github.com/PaddlePaddle/ai4c)).

From 6b5ca9d50c670bbe091b97216861d354df0c4bcf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:42:30 +0800 Subject: [PATCH 09/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c8f9935865..5b17d6dc46 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research in AI for compilers ([**AI4C**](https://github.com/PaddlePaddle/ai4c)). +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research in AI for compilers ([**ai4c**](https://github.com/PaddlePaddle/ai4c)).
From 4d9223283bebccb4b6a8170da4beafc580f4129f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:47:30 +0800 Subject: [PATCH 10/37] Update README.md --- README.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 5b17d6dc46..c72f44fc8d 100644 --- a/README.md +++ b/README.md @@ -33,7 +33,7 @@ We provide automated extraction and validation tools for constructing this datas **Demo: Extract & Validate ResNet‑18** -``` +```bash git clone https://github.com/PaddlePaddle/GraphNet.git cd GraphNet @@ -50,7 +50,7 @@ python -m graph_net.torch.validate \ **Step 1: graph_net.torch.extract** -```python +```bash import graph_net # Instantiate the model (e.g. a torchvision model) @@ -66,7 +66,7 @@ model = graph_net.torch.extract(name="model_name")(model) For details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py` **Step 2: graph_net.torch.validate** -``` +```bash # Verify that the extracted model meets requirements python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name @@ -79,7 +79,7 @@ python -m graph_net.torch.validate \ We use ```graph_net/benchmark_demo.sh``` to benchmark GraphNet computation graph samples: -``` +```bash bash graph_net/benchmark_demo.sh & ``` @@ -87,7 +87,7 @@ The script runs ```graph_net.torch.test_compiler``` with specific batch and log Or you can customize and use ```graph_net.torch.test_compiler``` yourself: -``` +```bash python -m graph_net.torch.test_compiler \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ \ --compiler /path/to/custom/compiler/ \ @@ -105,7 +105,7 @@ After executing, ```graph_net.torch.test_compiler``` will: After processing, we provide ```graph_net/analysis.py``` to generate [violin plot](https://en.m.wikipedia.org/wiki/Violin_plot) based on the JSON results. -``` +```bash python -m graph_net.analysis \ --benchmark-path /path/to/read/JSON/result/file/ \ --output-dir /path/to/save/output/figures/ @@ -122,7 +122,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. -**Vision**: GraphNet aims to lay the foundation for AI4C by enabling large-scale, systematic evaluation of tensor compiler optimizations. +**Vision**: GraphNet aims to lay the foundation for ai4c by enabling large-scale, systematic evaluation of tensor compiler optimizations. ## GraphNet Community: From 571131544d865101b36a979c7d3982e9606fe07b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 15:59:38 +0800 Subject: [PATCH 11/37] Update README.md --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index c72f44fc8d..8cdc0b687f 100644 --- a/README.md +++ b/README.md @@ -90,8 +90,12 @@ Or you can customize and use ```graph_net.torch.test_compiler``` yourself: ```bash python -m graph_net.torch.test_compiler \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ \ - --compiler /path/to/custom/compiler/ \ + --compiler /custom/or/builtin/compiler/ \ + --warmup /times/to/warmup/ \ + --trials /times/to/test/ \ + --device /device/to/execute/ \ --output-dir /path/to/save/JSON/result/file/ + # Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` From ece87744b81a89eddf3c701d3c6575b5f7ea0127 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:00:46 +0800 Subject: [PATCH 12/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8cdc0b687f..5a78a56ff7 100644 --- a/README.md +++ b/README.md @@ -126,7 +126,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. -**Vision**: GraphNet aims to lay the foundation for ai4c by enabling large-scale, systematic evaluation of tensor compiler optimizations. +**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling large-scale, systematic evaluation of tensor compiler optimizations. ## GraphNet Community: From 57f810e0da770e74c29995f13247f7be5aaf3b11 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:03:03 +0800 Subject: [PATCH 13/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5a78a56ff7..cd5be55ba9 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research in AI for compilers ([**ai4c**](https://github.com/PaddlePaddle/ai4c)). +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research such as AI for System on compilers ([**ai4c**](https://github.com/PaddlePaddle/ai4c)).
From acd44302230b43627a32035f3a1bda9b3534a486 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:11:01 +0800 Subject: [PATCH 14/37] Update README.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index cd5be55ba9..e087e49427 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ Compiler developers can use GraphNet samples to evaluate tensor compilers (e.g., -## Dataset Construction +## 🧱 Dataset Construction To guarantee the dataset’s overall quality, reproducibility, and cross-compiler compatibility, we define the following construction **constraints**: @@ -73,7 +73,7 @@ python -m graph_net.torch.validate \ ``` -## Compiler Evaluation +## ⚖️ Compiler Evaluation **Step 1: Benchmark** @@ -119,7 +119,7 @@ After executing, one summary plot of results on all compilers (as shown in "Eval The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. -## Roadmap +## 📌 Roadmap 1. Scale GraphNet to 10K+ graphs. 2. Further annotate GraphNet samples into more granular sub-categories @@ -128,7 +128,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile **Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling large-scale, systematic evaluation of tensor compiler optimizations. -## GraphNet Community: +## 💬 GraphNet Community: You can join GraphNet community via the following group chats. @@ -150,6 +150,6 @@ You can join GraphNet community via the following group chats. -## License +## 🪪 License This project is released under the [MIT License](LICENSE). From f9d5db3a7cd2b5801f6c09ea6364bf96dbecff87 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:13:38 +0800 Subject: [PATCH 15/37] Update README.md --- README.md | 13 +------------ 1 file changed, 1 insertion(+), 12 deletions(-) diff --git a/README.md b/README.md index e087e49427..6b840929eb 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,5 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) - **GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research such as AI for System on compilers ([**ai4c**](https://github.com/PaddlePaddle/ai4c)).
@@ -10,8 +9,6 @@ Compiler developers can use GraphNet samples to evaluate tensor compilers (e.g., CINN, TorchInductor, TVM) on target tasks. The figure above shows the speedup of two compilers (CINN and TorchInductor) across two tasks (CV and NLP). - - ## 🧱 Dataset Construction To guarantee the dataset’s overall quality, reproducibility, and cross-compiler compatibility, we define the following construction **constraints**: @@ -22,7 +19,6 @@ To guarantee the dataset’s overall quality, reproducibility, and cross-compile 4. Operator names within each computation graph must be statically parseable. 5. If custom operators are used, their implementation code must be fully accessible. - ### Graph Extraction & Validation We provide automated extraction and validation tools for constructing this dataset. @@ -31,7 +27,6 @@ We provide automated extraction and validation tools for constructing this datas GraphNet Architecture Overview
- **Demo: Extract & Validate ResNet‑18** ```bash git clone https://github.com/PaddlePaddle/GraphNet.git @@ -72,7 +67,6 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name ``` - ## ⚖️ Compiler Evaluation **Step 1: Benchmark** @@ -115,7 +109,7 @@ python -m graph_net.analysis \ --output-dir /path/to/save/output/figures/ ``` -After executing, one summary plot of results on all compilers (as shown in "Evaluation Results Example"), as well as multiple sub-plots of results in categories (model tasks, Library...) on a single compiler. +After executing, one summary plot of results on all compilers, as well as multiple sub-plots of results in categories (model tasks, Library...) on a single compiler will be exported. The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. @@ -130,10 +124,8 @@ The script is designed to process a file structure as ```/benchmark_path/compile ## 💬 GraphNet Community: - You can join GraphNet community via the following group chats. -
@@ -148,8 +140,5 @@ You can join GraphNet community via the following group chats.
- - ## 🪪 License This project is released under the [MIT License](LICENSE). - From a35a63d414b83be07bb7a510a97f8f1029af0e2f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:16:10 +0800 Subject: [PATCH 16/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6b840929eb..d19c3b4505 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,7 @@ After executing, one summary plot of results on all compilers, as well as multip The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. -## 📌 Roadmap +## 📌 Upcoming Roadmap 1. Scale GraphNet to 10K+ graphs. 2. Further annotate GraphNet samples into more granular sub-categories From 57402d5b696f312beaa0a354cdaf30ab3e81c8e4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:16:28 +0800 Subject: [PATCH 17/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d19c3b4505..2a00999a17 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile **Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling large-scale, systematic evaluation of tensor compiler optimizations. -## 💬 GraphNet Community: +## 💬 GraphNet Community You can join GraphNet community via the following group chats. From 8c4147b602f784fc174eaa18c144cef24913a747 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:19:45 +0800 Subject: [PATCH 18/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2a00999a17..2f347955e8 100644 --- a/README.md +++ b/README.md @@ -124,7 +124,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile ## 💬 GraphNet Community -You can join GraphNet community via the following group chats. +You can join GraphNet community via the following group chats. Welcome to ask any questions about using and building GraphNet.
From fa2ed238ab4e09b63c78ee861c9188e3467e9954 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:21:11 +0800 Subject: [PATCH 19/37] Update README.md --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 2f347955e8..bb9eaa4474 100644 --- a/README.md +++ b/README.md @@ -33,14 +33,14 @@ git clone https://github.com/PaddlePaddle/GraphNet.git cd GraphNet # Set your workspace directory -export GRAPH_NET_EXTRACT_WORKSPACE=/home/yourname/graphnet_workspace +export GRAPH_NET_EXTRACT_WORKSPACE=/home/yourname/graphnet_workspace/ # Extract the ResNet‑18 computation graph python graph_net/test/vision_model_test.py -# Validate the extracted graph (e.g. /home/yourname/graphnet_workspace/resnet18) +# Validate the extracted graph (e.g. /home/yourname/graphnet_workspace/resnet18/) python -m graph_net.torch.validate \ - --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18 + --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18/ ``` **Step 1: graph_net.torch.extract** @@ -55,7 +55,7 @@ model = ... model = graph_net.torch.extract(name="model_name")(model) # After running, the extracted graph will be saved to: -# $GRAPH_NET_EXTRACT_WORKSPACE/model_name +# $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ ``` For details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py` From b76623f1987106361213dc4c32c98bb5d85dcebb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:22:02 +0800 Subject: [PATCH 20/37] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bb9eaa4474..fb17ef99dd 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,7 @@ After executing, one summary plot of results on all compilers, as well as multip The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. -## 📌 Upcoming Roadmap +## 📌 Roadmap 1. Scale GraphNet to 10K+ graphs. 2. Further annotate GraphNet samples into more granular sub-categories @@ -124,7 +124,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile ## 💬 GraphNet Community -You can join GraphNet community via the following group chats. Welcome to ask any questions about using and building GraphNet. +You can join our community via the following group chats. Welcome to ask any questions about using and building GraphNet.
From 59c72df7f4fe410cfcc1ab9242370cf257f83404 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:38:48 +0800 Subject: [PATCH 21/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index fb17ef99dd..d85c8cc6e8 100644 --- a/README.md +++ b/README.md @@ -124,7 +124,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile ## 💬 GraphNet Community -You can join our community via the following group chats. Welcome to ask any questions about using and building GraphNet. +You can join our community via following group chats. Welcome to ask any questions about using and building GraphNet.
From 6efdba564fdca8e23edff26b721685ac64d06e04 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:40:26 +0800 Subject: [PATCH 22/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d85c8cc6e8..22b8226a3f 100644 --- a/README.md +++ b/README.md @@ -95,7 +95,7 @@ python -m graph_net.torch.test_compiler \ After executing, ```graph_net.torch.test_compiler``` will: 1. Running the original model in eager mode to record a baseline. -2. Compiling the model with the specified backend (e.g., CINN, TorchInductor, TVM). +2. Compiling the model with the specified backend (e.g., CINN, TVM, Inductor, TensorRT, XLA, BladeDISC). 3. Executing the compiled model and collecting its runtime and outputs. 4. Conduct speedup by comparing the compiled results against the baseline. From 4c4ef4d4f70ac0d95647179dbad690c918e10aea Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:40:56 +0800 Subject: [PATCH 23/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 22b8226a3f..1bfc43c0b1 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ Violin plots of speedup distributions -Compiler developers can use GraphNet samples to evaluate tensor compilers (e.g., CINN, TorchInductor, TVM) on target tasks. The figure above shows the speedup of two compilers (CINN and TorchInductor) across two tasks (CV and NLP). +Compiler developers can use GraphNet samples to evaluate tensor compilers on target tasks. The figure above shows the speedup of two compilers (CINN and TorchInductor) across two tasks (CV and NLP). ## 🧱 Dataset Construction From cce78ebd9d15a6968797b74101aee389bd283ddb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 16:42:04 +0800 Subject: [PATCH 24/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1bfc43c0b1..22b8226a3f 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ Violin plots of speedup distributions -Compiler developers can use GraphNet samples to evaluate tensor compilers on target tasks. The figure above shows the speedup of two compilers (CINN and TorchInductor) across two tasks (CV and NLP). +Compiler developers can use GraphNet samples to evaluate tensor compilers (e.g., CINN, TorchInductor, TVM) on target tasks. The figure above shows the speedup of two compilers (CINN and TorchInductor) across two tasks (CV and NLP). ## 🧱 Dataset Construction From 0842e8babe83e09cc3a3bc474223c6aa7279243f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 18:38:52 +0800 Subject: [PATCH 25/37] Update README.md --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 22b8226a3f..6d2df4c788 100644 --- a/README.md +++ b/README.md @@ -43,6 +43,10 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18/ ``` +
+GraphNet Extract Sample +
+ **Step 1: graph_net.torch.extract** ```bash @@ -122,6 +126,8 @@ The script is designed to process a file structure as ```/benchmark_path/compile **Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling large-scale, systematic evaluation of tensor compiler optimizations. +We aim to achieve cross-hardware portability of compiler optimizations by allowing models to learn and transfer optimization strategies. It will significantly reduce the manual effort required to develop efficient operator implementations. + ## 💬 GraphNet Community You can join our community via following group chats. Welcome to ask any questions about using and building GraphNet. 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Subject: [PATCH 27/37] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6d2df4c788..894513a134 100644 --- a/README.md +++ b/README.md @@ -43,6 +43,7 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18/ ``` +**Example: How does GraphNet extract and construct a computation graph sample on PyTorch?**

From 65d2e9bf531ea2dc33391a1addb62005e29ffaeb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:03:15 +0800 Subject: [PATCH 28/37] Update README.md --- README.md | 29 +++++++++++++++++------------ 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 894513a134..da76b918c0 100644 --- a/README.md +++ b/README.md @@ -44,12 +44,17 @@ python -m graph_net.torch.validate \ ``` **Example: How does GraphNet extract and construct a computation graph sample on PyTorch?** +
GraphNet Extract Sample
+* Source code of custom_op is required **only when** corresponding operator is used in the module, and **no specific format** is required. + **Step 1: graph_net.torch.extract** +Import and wrap the model with `graph_net.torch.extract(name=model_name, dynamic=dynamic_mode)()` is all you need: + ```bash import graph_net @@ -57,17 +62,19 @@ import graph_net model = ... # Extract your own model -model = graph_net.torch.extract(name="model_name")(model) +model = graph_net.torch.extract(name="model_name", dynamic="True")(model) # After running, the extracted graph will be saved to: # $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ ``` -For details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py` +For details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py`. **Step 2: graph_net.torch.validate** + +To verify that the extracted model meets requirements, we use `graph_net.torch.validate` in CI tool and ask contributors to self-check in advance: + ```bash -# Verify that the extracted model meets requirements python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name ``` @@ -76,15 +83,15 @@ python -m graph_net.torch.validate \ **Step 1: Benchmark** -We use ```graph_net/benchmark_demo.sh``` to benchmark GraphNet computation graph samples: +We use `graph_net/benchmark_demo.sh` to benchmark GraphNet computation graph samples: ```bash bash graph_net/benchmark_demo.sh & ``` -The script runs ```graph_net.torch.test_compiler``` with specific batch and log configurations. +The script runs `graph_net.torch.test_compiler` with specific batch and log configurations. -Or you can customize and use ```graph_net.torch.test_compiler``` yourself: +Or you can customize and use `graph_net.torch.test_compiler` yourself: ```bash python -m graph_net.torch.test_compiler \ @@ -98,7 +105,7 @@ python -m graph_net.torch.test_compiler \ # Note: if --compiler is omitted, PyTorch’s built-in compiler is used by default ``` -After executing, ```graph_net.torch.test_compiler``` will: +After executing, `graph_net.torch.test_compiler` will: 1. Running the original model in eager mode to record a baseline. 2. Compiling the model with the specified backend (e.g., CINN, TVM, Inductor, TensorRT, XLA, BladeDISC). 3. Executing the compiled model and collecting its runtime and outputs. @@ -106,7 +113,7 @@ After executing, ```graph_net.torch.test_compiler``` will: **Step 2: Analysis** -After processing, we provide ```graph_net/analysis.py``` to generate [violin plot](https://en.m.wikipedia.org/wiki/Violin_plot) based on the JSON results. +After processing, we provide `graph_net/analysis.py` to generate [violin plot](https://en.m.wikipedia.org/wiki/Violin_plot) based on the JSON results. ```bash python -m graph_net.analysis \ @@ -116,7 +123,7 @@ python -m graph_net.analysis \ After executing, one summary plot of results on all compilers, as well as multiple sub-plots of results in categories (model tasks, Library...) on a single compiler will be exported. -The script is designed to process a file structure as ```/benchmark_path/compiler_name/category_name/``` (for example ```/benchmark_logs/paddle/nlp/```), and items on x-axis are identified by name of the folders. So you can modify ```read_all_speedups``` function to fit the benchmark settings on your demand. +The script is designed to process a file structure as `/benchmark_path/compiler_name/category_name/` (for example `/benchmark_logs/paddle/nlp/`), and items on x-axis are identified by name of the folders. So you can modify `read_all_speedups` function to fit the benchmark settings on your demand. ## 📌 Roadmap @@ -125,9 +132,7 @@ The script is designed to process a file structure as ```/benchmark_path/compile 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. -**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling large-scale, systematic evaluation of tensor compiler optimizations. - -We aim to achieve cross-hardware portability of compiler optimizations by allowing models to learn and transfer optimization strategies. It will significantly reduce the manual effort required to develop efficient operator implementations. +**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by **enabling large-scale, systematic evaluation** of tensor compiler optimizations, and providing a dataset for **models to learn and transfer optimization strategies**. ## 💬 GraphNet Community From 255d89e05b9034e771cf02ebdcfc84ba95ab7eab Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:09:49 +0800 Subject: [PATCH 29/37] Update README.md --- README.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index da76b918c0..27cd433e30 100644 --- a/README.md +++ b/README.md @@ -63,22 +63,24 @@ model = ... # Extract your own model model = graph_net.torch.extract(name="model_name", dynamic="True")(model) - -# After running, the extracted graph will be saved to: -# $GRAPH_NET_EXTRACT_WORKSPACE/model_name/ ``` -For details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py`. +After running, the extracted graph will be saved to: `$GRAPH_NET_EXTRACT_WORKSPACE/model_name/`. + +For more details, see docstring of `graph_net.torch.extract` defined in `graph_net/torch/extractor.py`. **Step 2: graph_net.torch.validate** -To verify that the extracted model meets requirements, we use `graph_net.torch.validate` in CI tool and ask contributors to self-check in advance: +To verify that the extracted model meets requirements in **construction constraints**, we use `graph_net.torch.validate` in CI tool and also ask contributors to self-check in advance: ```bash python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name ``` +A unique `graph_hash.txt` will be generated after validation and examined in CI procedure to avoid redundant. + + ## ⚖️ Compiler Evaluation **Step 1: Benchmark** From 07e225886635eb124dba60468499ffed0a299319 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:13:46 +0800 Subject: [PATCH 30/37] Update README.md --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 27cd433e30..76c0b4495f 100644 --- a/README.md +++ b/README.md @@ -71,15 +71,14 @@ For more details, see docstring of `graph_net.torch.extract` defined in `graph_n **Step 2: graph_net.torch.validate** -To verify that the extracted model meets requirements in **construction constraints**, we use `graph_net.torch.validate` in CI tool and also ask contributors to self-check in advance: +To verify that the extracted model meets requirements, we use `graph_net.torch.validate` in CI tool and also ask contributors to self-check in advance: ```bash python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/model_name ``` -A unique `graph_hash.txt` will be generated after validation and examined in CI procedure to avoid redundant. - +All the **construction constraints** will be examined automatically. After passing validation, a unique `graph_hash.txt` will be generated and later checked in CI procedure to avoid redundant. ## ⚖️ Compiler Evaluation From 34be0a7410825575a13dee891e30551ace13909a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:14:34 +0800 Subject: [PATCH 31/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 76c0b4495f..22a7455b20 100644 --- a/README.md +++ b/README.md @@ -133,7 +133,7 @@ The script is designed to process a file structure as `/benchmark_path/compiler_ 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. -**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by **enabling large-scale, systematic evaluation** of tensor compiler optimizations, and providing a dataset for **models to learn and transfer optimization strategies**. +**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by **enabling large-scale, systematic evaluation** of tensor compiler optimizations, and providing a **dataset for models to learn** and transfer optimization strategies. ## 💬 GraphNet Community From c4a0aca7620170259307d0457ec16ca3d54fe524 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:16:40 +0800 Subject: [PATCH 32/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 22a7455b20..3c90bbe00c 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18/ ``` -**Example: How does GraphNet extract and construct a computation graph sample on PyTorch?** +**Illustrate: How does GraphNet extract and construct a computation graph sample on PyTorch?**
GraphNet Extract Sample From fdb85ed9d8a09745548c287c22dc2a1a2f140cd9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:17:26 +0800 Subject: [PATCH 33/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3c90bbe00c..9e9b1a9f48 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ python -m graph_net.torch.validate \ --model-path $GRAPH_NET_EXTRACT_WORKSPACE/resnet18/ ``` -**Illustrate: How does GraphNet extract and construct a computation graph sample on PyTorch?** +**Illustration: How does GraphNet extract and construct a computation graph sample on PyTorch?**
GraphNet Extract Sample From 85b1e59c1cce3281d42197eaa03d608cd81d76b1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:20:05 +0800 Subject: [PATCH 34/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9e9b1a9f48..1e376d9d6c 100644 --- a/README.md +++ b/README.md @@ -133,7 +133,7 @@ The script is designed to process a file structure as `/benchmark_path/compiler_ 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. -**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by **enabling large-scale, systematic evaluation** of tensor compiler optimizations, and providing a **dataset for models to learn** and transfer optimization strategies. +**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling **large-scale, systematic evaluation** of tensor compiler optimizations, and providing a **dataset for models to learn** and transfer optimization strategies. ## 💬 GraphNet Community From c69f68623f11b68456bfe4a9f28f5d278a561674 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:55:19 +0800 Subject: [PATCH 35/37] Del ai4c --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 1e376d9d6c..e88a28a9dc 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research such as AI for System on compilers ([**ai4c**](https://github.com/PaddlePaddle/ai4c)). +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research such as AI for Compiler.
@@ -133,7 +133,7 @@ The script is designed to process a file structure as `/benchmark_path/compiler_ 3. Extract samples from multi-GPU scenarios to support benchmarking and optimization for large-scale, distributed computing. 4. Enable splitting full graphs into independently optimized subgraphs and operator sequences. -**Vision**: GraphNet aims to lay the foundation for [ai4c](https://github.com/PaddlePaddle/ai4c) by enabling **large-scale, systematic evaluation** of tensor compiler optimizations, and providing a **dataset for models to learn** and transfer optimization strategies. +**Vision**: GraphNet aims to lay the foundation for AI for Compiler by enabling **large-scale, systematic evaluation** of tensor compiler optimizations, and providing a **dataset for models to learn** and transfer optimization strategies. ## 💬 GraphNet Community From 4904c22933975f1c3aabb2013d3c16ad8d5abe54 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:58:22 +0800 Subject: [PATCH 36/37] Update README.md From facaa05eee8d60a9862ad1f3b6677a55a085202e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=A7=8B=E9=A3=8E=E9=80=81=E7=88=BD=E5=B1=81=E5=B1=81?= =?UTF-8?q?=E5=87=89?= <44296313+JewelRoam@users.noreply.github.com> Date: Mon, 8 Sep 2025 19:59:59 +0800 Subject: [PATCH 37/37] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e88a28a9dc..1eba87afec 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # GraphNet ![](https://img.shields.io/badge/version-v0.1-brightgreen) ![](https://img.shields.io/github/issues/PaddlePaddle/GraphNet?label=open%20issues) [![](https://img.shields.io/badge/Contribute%20to%20GraphNet-blue)](https://github.com/PaddlePaddle/GraphNet/issues/98) -**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research such as AI for Compiler. +**GraphNet** is a large-scale dataset of deep learning **computation graphs**, built as a standard benchmark for **tensor compiler** optimization. It provides 2.7K computation graphs extracted from state-of-the-art deep learning models spanning diverse tasks and ML frameworks. With standardized formats and rich metadata, GraphNet enables fair comparison and reproducible evaluation of the general optimization capabilities of tensor compilers, thereby supporting advanced research such as AI for System on compilers (AI for Compiler).