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keras-team--keras/benchmarks/layer_benchmark/README.md
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2026-07-13 12:20:15 +08:00

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# Benchmark the layer performance
This directory contains benchmarks to compare the performance of
`keras.layers.XXX` and `tf.keras.layers.XXX`. We compare the performance of
both the forward pass and train step (forward & backward pass).
To run the benchmark, use the command below and change the flags according to
your target:
```shell
python3 -m benchmarks.layer_benchmark.conv_benchmark \
--benchmark_name=benchmark_conv2D \
--num_samples=2048 \
--batch_size=256 \
--jit_compile=True
```