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Updating the examples-utils version used in examples, and removing benchmark location fields
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README.md

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The [utils/](utils) folder contains utilities libraries and scripts that are used across the other code examples. This includes:
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* [utils/examples_tests](utils/examples_tests) - Common Python helper functions for the repository's unit tests
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* [utils/benchmarks](utils/benchmarks) - Common Python helper functions for running benchmarks on the IPU in different frameworks
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<br>
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gnn/cluster_gcn/tensorflow2/benchmarks.yml

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---
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# --- Train Cluster-GCN model ---
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train_options: &train_options
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location: public_examples/gnn/cluster_gcn/tensorflow2/
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data:
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throughput:
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regexp: 'Mean throughput over real nodes \(no padding\) for training:\s*([\d\.]+)'

gnn/cluster_gcn/tensorflow2/requirements.txt

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tensorflow-addons==0.14.0
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trainlog==0.2
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wandb==0.12.8
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git+https://github.com/graphcore/examples-utils@6d3b8367d5c6d2cda5a0e7849138d0ee8a8c6756#egg=examples-utils
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git+https://github.com/graphcore/examples-utils@e60289e0744c061dcfb060131cd3fbd7ad2840e0#egg=examples-utils

gnn/message_passing/tensorflow2/benchmarks.yml

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# --- Benchmark Message Passing Neural Network model ---
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train_options: &train_options
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location: public_examples/gnn/message_passing/tensorflow2/
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env:
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TF_POPLAR_FLAGS: '--executable_cache_path=./tf_cache/'
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data:

gnn/message_passing/tensorflow2/requirements.txt

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@@ -8,4 +8,4 @@ pytest-pythonpath==0.7.4
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pytest-xdist==2.5.0
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regex==2022.4.24
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wandb==0.12.8
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git+https://github.com/graphcore/examples-utils@6d3b8367d5c6d2cda5a0e7849138d0ee8a8c6756#egg=examples-utils
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git+https://github.com/graphcore/examples-utils@e60289e0744c061dcfb060131cd3fbd7ad2840e0#egg=examples-utils

gnn/tgn/tensorflow1/benchmarks.yml

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---
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common_options: &common_options
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location: public_examples/gnn/tgn/tensorflow1/
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data:
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throughput:
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regexp: 'throughput: *(.*?),'

gnn/tgn/tensorflow1/requirements.txt

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torch-sparse==0.6.9
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tqdm==4.60.0
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types-dataclasses==0.6.1
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git+https://github.com/graphcore/examples-utils@6d3b8367d5c6d2cda5a0e7849138d0ee8a8c6756#egg=examples-utils
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git+https://github.com/graphcore/examples-utils@e60289e0744c061dcfb060131cd3fbd7ad2840e0#egg=examples-utils

miscellaneous/sales_forecasting/tensorflow1/benchmarks.yml

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--base-learning-rate=-16
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--weight-decay=0.0001
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--no-lr-warmup
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location:
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public_examples/miscellaneous/sales_forecasting/tensorflow1
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data:
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throughput:
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regexp: "Training:.*, *samples/sec: (.*), *time"
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--base-learning-rate=-16
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--weight-decay=0.0001
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--no-lr-warmup
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location:
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public_examples/miscellaneous/sales_forecasting/tensorflow1
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data:
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throughput:
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regexp: "Training:.*, *samples/sec: (.*), *time"
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pytest==6.2.5
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pandas==1.1.4
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git+https://github.com/graphcore/examples-utils@6d3b8367d5c6d2cda5a0e7849138d0ee8a8c6756#egg=examples-utils
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git+https://github.com/graphcore/examples-utils@e60289e0744c061dcfb060131cd3fbd7ad2840e0#egg=examples-utils

multimodal/CLIP/pytorch/benchmarks.yml

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common_options: &common_options
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location: public_examples/multimodal/CLIP/pytorch/
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data:
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throughput:
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reduction_type: "mean"

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