16 lines
512 B
Markdown
16 lines
512 B
Markdown
# 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
|
|
``` |