Remove mha param from Wave decode attention kernel#28
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Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com>
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Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com>
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Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com>
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (harsh-nod#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (harsh-nod#6)" (harsh-nod#7) This reverts commit eac4599. Wave Backend decode (harsh-nod#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (harsh-nod#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (harsh-nod#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (harsh-nod#14) Set unique cache dir for each worker (harsh-nod#16) update kernel (harsh-nod#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (harsh-nod#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (harsh-nod#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (harsh-nod#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (harsh-nod#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (harsh-nod#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (harsh-nod#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (harsh-nod#6)" (harsh-nod#7) This reverts commit eac4599. Wave Backend decode (harsh-nod#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (harsh-nod#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (harsh-nod#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (harsh-nod#14) Set unique cache dir for each worker (harsh-nod#16) update kernel (harsh-nod#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (harsh-nod#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (harsh-nod#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (harsh-nod#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (harsh-nod#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (harsh-nod#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
xintin
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Jan 5, 2026
Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
Hardcode84
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (harsh-nod#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (harsh-nod#6)" (harsh-nod#7) This reverts commit eac4599. Wave Backend decode (harsh-nod#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (harsh-nod#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (harsh-nod#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (harsh-nod#14) Set unique cache dir for each worker (harsh-nod#16) update kernel (harsh-nod#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (harsh-nod#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (harsh-nod#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (harsh-nod#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (harsh-nod#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (harsh-nod#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
Hardcode84
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (harsh-nod#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (harsh-nod#6)" (harsh-nod#7) This reverts commit eac4599. Wave Backend decode (harsh-nod#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (harsh-nod#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (harsh-nod#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (harsh-nod#14) Set unique cache dir for each worker (harsh-nod#16) update kernel (harsh-nod#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (harsh-nod#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (harsh-nod#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (harsh-nod#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (harsh-nod#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (harsh-nod#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
Hardcode84
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
Hardcode84
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Feb 12, 2026
Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Feb 12, 2026
Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Add wave extend attention kernel Signed-off-by: Harsh Menon <harsh@nod-labs.com> [Wave] Adding logit_cap and layer scaling to API Also add support for the wave backend to the model runner. And use Triton decode kernels for now. [Wave] Run chunked prefill for perf comparison on Wave test Need to rename the non chunked/regular prefill version because otherwise rpd will treat it as the same kernel Signed-off-by: Stanley Winata <stanley.winata@amd.com> [Wave] Cache the function that loads the wave kernel Also maintain a global kernel hash to avoid recomputing the hash on every call. [Wave] Don't specify block size and enable buffer ops [Wave] Enable wave runtime and update scheduling API [Wave] Update API to use wave_compile & WaveCompileOptions [Wave] Update wave backend and extend attention to latest [Wave] Add speculative decode kernel Signed-off-by: nithinsubbiah <nithinsubbiah@gmail.com> cache kernels using lru_cache Update WaveBackend to use Wave Decode (#6) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Revert "Update WaveBackend to use Wave Decode (#6)" (#7) This reverts commit eac4599. Wave Backend decode (#8) * align shapes Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> * fix Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> --------- Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Wave backend fixes (#10) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> More fixes to Wave decode (#12) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> is_causal Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Enable the grok in3 model (#14) Set unique cache dir for each worker (#16) update kernel (#18) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> updated spec decode test as per wave Signed-off-by: xintin <gaurav.verma@amd.com> fix extend (#23) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Refactor paged decode intermediate arrays shapes (#24) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> remove dyn symbols (#26) Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> cleanup shapes (#27) Some fields were removed from `paged_decode_attention_shape`. Signed-off-by: Ivan Butygin <ivan.butygin@gmail.com> Remove `mha` param from Wave decode attention kernel (#28) Depends on iree-org/iree-turbine#1039 Signed-off-by: Paul Zhang <paul.zhang@amd.com> nfc: fix problems reported by linting update references from iree.turbine to wave_lang
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Motivation
See iree-org/iree-turbine#1039
Modifications
Update Wave decode attention kernel integration to align with iree-org/iree-turbine#1039
Checklist