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Title: HGQ QMHA and QLinformer support for oneAPI by laurilaatu · Pull Request #1432 · fastmachinelearning/hls4ml · GitHub

Open Graph Title: HGQ QMHA and QLinformer support for oneAPI by laurilaatu · Pull Request #1432 · fastmachinelearning/hls4ml

X Title: HGQ QMHA and QLinformer support for oneAPI by laurilaatu · Pull Request #1432 · fastmachinelearning/hls4ml

Description: Machine learning on FPGAs using HLS. Contribute to fastmachinelearning/hls4ml development by creating an account on GitHub.

Open Graph Description: Description This PR adds the required changes to enable QMHA/QLinformer in oneAPI. Requires parsing softmax tables from HGQ and support for multidim softmax. Type of change New feature (non-break...

X Description: Description This PR adds the required changes to enable QMHA/QLinformer in oneAPI. Requires parsing softmax tables from HGQ and support for multidim softmax. Type of change New feature (non-break...

Opengraph URL: https://github.com/fastmachinelearning/hls4ml/pull/1432

X: @github

direct link

Domain: github.com

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d678573https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/d67857369385d066b7cdaad49077069b3bf9473c
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Merge branch 'hgq2_homo_quant' of github.com:calad0i/hls4ml into onea…https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/77258bcd55dc5895edb21fd26995100bde6787c2
77258bchttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/77258bcd55dc5895edb21fd26995100bde6787c2
https://github.com/laurilaatu
Changes required for oneAPI MHAhttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/59bd96f0c5e9c8e95538a9e96e0233c2d70695ba
59bd96fhttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/59bd96f0c5e9c8e95538a9e96e0233c2d70695ba
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Original weight implementationhttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/dbb207b7a5c1f343d8100bba9645340a2098730c
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Merge branch 'main' of github.com:fastmachinelearning/hls4ml into one…https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/0c59255b36303da1ade27780c8dea0fb6bcb6459
0c59255https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/0c59255b36303da1ade27780c8dea0fb6bcb6459
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Restore oneAPI weight placementhttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/51efff0c34744ab2fa70d7e3a52fdbf196ffcf0a
51efff0https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/51efff0c34744ab2fa70d7e3a52fdbf196ffcf0a
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/06fda4e0b753a0aad0662c0be67763c3f89f5741
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/bf38a6b54264ca4b910bc72311f8fc54d32a080e
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/e27fd11550acd8febdee29bd8dcb59d994b08c09
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/9f4a448f2c69bc7697e533a37c116e5f99628bee
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softmax multidim templateshttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/16ca197d57e0d72485265cf25e170ee7fc576280
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Merge branch 'oneapi_qmha' of github.com:laurilaatu/hls4ml into oneap…https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/564b6921c62e6a2cb4f45ef554bacde8301f243f
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/f78558ca28d6a0ade0ddc5806d8178ae12f93e5f
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int_inp_t to confighttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/772b93ad31d680e2df79ee756dbef06a5e783284
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Merge branch 'oneapi_qmha' of github.com:laurilaatu/hls4ml into oneap…https://github.com/fastmachinelearning/hls4ml/pull/1432/commits/d2b89214c0001c90009b8fa22a5bb31fa378a5a4
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/a1ad891663032625472daea28dfed0421b04f77c
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/d65544de5e668b5c22661d990f87f9a6517e8317
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/2d6a5cc4f09648d12d095c3fba54c5f7426af692
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/9b1cf175c78d8247ae9b1844fcd0334cd66acc50
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Merge branch 'main' into oneapi_qmhahttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/29bdbb3b7450ec413b5f09f190e7b8c551295071
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Fix formatting of inp_norm_t name stringhttps://github.com/fastmachinelearning/hls4ml/pull/1432/commits/cab4cbcd3ac01e4b33acd2fba947140f910f3bca
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hls4ml/writer/oneapi_writer.pyhttps://github.com/fastmachinelearning/hls4ml/pull/1432/files/7e2798a996af35614e261ff19839bef5c8515bc4#diff-d090d9134368ce1ad4b68ddf3a8d3295e2c65509baffcb696de2c8d923e6f390
hls4ml/writer/oneapi_writer.pyhttps://github.com/fastmachinelearning/hls4ml/pull/1432/files/7e2798a996af35614e261ff19839bef5c8515bc4#diff-d090d9134368ce1ad4b68ddf3a8d3295e2c65509baffcb696de2c8d923e6f390
hls4ml/writer/oneapi_writer.pyhttps://github.com/fastmachinelearning/hls4ml/pull/1432/files/7e2798a996af35614e261ff19839bef5c8515bc4#diff-d090d9134368ce1ad4b68ddf3a8d3295e2c65509baffcb696de2c8d923e6f390
hls4ml/writer/oneapi_writer.pyhttps://github.com/fastmachinelearning/hls4ml/pull/1432/files/7e2798a996af35614e261ff19839bef5c8515bc4#diff-d090d9134368ce1ad4b68ddf3a8d3295e2c65509baffcb696de2c8d923e6f390
hls4ml/backends/oneapi/passes/core_templates.pyhttps://github.com/fastmachinelearning/hls4ml/pull/1432/files/7e2798a996af35614e261ff19839bef5c8515bc4#diff-c161108f0d5f2d28f1aed015fe2522c2a663d6fcd1aedb5b29e864d23113b702
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