Zarr Compressor Benchmark #276
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madsbk
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akshaysubr
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Oct 23, 2023
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| t0 = clock() | ||
| compressor.codec.decode(a, out=dst) | ||
| decode_time = clock() - t0 |
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This probably needs some GPU synchronization before measuring end time, doesn't it?
| compressors = { | ||
| "lz4-default": Compressor(device=Device.CPU, codec=numcodecs.LZ4()), | ||
| "lz4-blosc": Compressor( | ||
| device=Device.CPU, codec=numcodecs.blosc.Blosc(cname="lz4") |
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The default for Blosc is shuffle=SHUFFLE which changes the compression ratio a fair bit compared to LZ4. Might be good to indicate that in the str naming?
| "snappy-nvcomp": Compressor(device=Device.GPU, codec=kvikio.zarr.Snappy()), | ||
| "cascaded-nvcomp": Compressor(device=Device.GPU, codec=kvikio.zarr.Cascaded()), | ||
| "gdeflate-nvcomp": Compressor(device=Device.GPU, codec=kvikio.zarr.Gdeflate()), | ||
| "bitcomp-nvcomp": Compressor(device=Device.GPU, codec=kvikio.zarr.Bitcomp()), |
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Bitcomp requires the dtype which currently isn't an option here but is an option in BitcompManager. Might be good to expose that and add it here if possible.
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