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gg/metal-fuse-add-rms
8 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
Aaron Teo
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40be51152d | ggml-zdnn: fix #15414, activate FP16 and BF16 acceleration and incorrect zTensor free (#15839) | ||
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Aaron Teo
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186415d595 | ggml-cpu: drop support for nnpa intrinsics (#15821) | ||
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Aaron Teo
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ad5c975c2d |
ggml-cpu: Support Q5_0 and Q5_1 on s390x (#15486)
* ggml-cpu: initial q5_0 impl for s390x Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: updated q5_0 code for better performance Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: use optimised hsum for better performance Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: introduce q5_1 simd + refactor q5_0 Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: fix incorrect return type vec_hsum Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: q5_0 incomplete refactor + table_b2b_0 activation Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: refactor q5_1 Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: q5_1 update loop unroll to 4 Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: update q5_0 unroll to 4 Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: update build-s390x docs Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * ggml-cpu: update unused variables q5_0 Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: update the last update date Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> --------- Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> |
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Aaron Teo
|
ff27f80a74 |
ggml: initial IBM zDNN backend (#14975)
* ggml-zdnn: inital backend impl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: temp change z17 to arch15
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: fix build bugs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: tensor->extra logging check
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: add layout name mapping, ztensor information
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: separate logging into its own line
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: add shape comparison
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: add ggml_tensor shape log
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: fix incorrect shape logging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add output buffer check
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: run compute and store into tensor->extra
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add set_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add more loggers
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update set_tensor logging to check only for matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: last working matmul version
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add comments to prevent accidentally deleting lines
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: support op out_prod
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update op out_prod to use tensor->extra
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: rewrite the backend implementation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bugfix new impl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix compiler warnings and bugfixes
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: test ztensor finding in init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: implement at least 1 op to test
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: assign tensor->extra to buffer
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add check for view tensors to prevent init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: rework init_tensor to create new buffers
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: switch to std vector instead of array
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: switch buffers back and set to arbitrary number
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: impl init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update supports_op matmul matrix
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix incorrect ztensor shape, reduce memory padding
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: code clean up
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: impl matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix compiler error missing type
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing data transform call
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add bias init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: tighten memory usage, change string allocation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add bias ztensor and data free
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add bias data transform
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add more debug info for extra buffer transform
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add logger to check if mat mul ops go through set_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: activate bias transform in matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: move weights transform into mulmat
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add more safeguards in matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix sequencing of transforms
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bugfix transform ztensor vs origtensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: figure out why sigtrap is happening
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix sigsegv
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: move everything back to local declaration
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: move bias data to local also
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bring back working matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: rewrite into mre
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing vector import
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing vector import in header
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt to fix sigsegv
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing load tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix invalid ztensor buffer release
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add logging to debug free buffer
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: remove free_buffer debug info
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add parmblkformat detections
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add nnpa installed detection
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add zdnn_init call for static libs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at fixing invalid buffer
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: switch to using deque to fix pointer deref problem
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add weights logging to check
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt to use unique ptr
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add tensor to pre_tfm_desc logging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add inputs logging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable op_none initialisation for testing
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing return from init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: load ztensors in cgraph exec
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: work on moving output ztensor as well
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable logging and breakpoints for full test
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at manually changing the layout
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at using default nwhc format instead
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable global load ztensor for now
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix errorenous output load tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add guards to prevent loading ztensor if transformed
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: code cleanup
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bring load ztensor back to init routine
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: code clean up
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix ztensor deallocation abort
stabilise ggml <-> zdnn api
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: clean up matmul selection
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: clean up project structure
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update documentation, prepare for upstream
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* chore: add codeowners
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable batched matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at fixing tensor views during matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: deny all view tensors directly
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix pr comments
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: update ops docs for zdnn
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: redo test-backend-ops for ops.md
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix typo in build-s390x.md
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* codeowners: remove taronaeo for now
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* Revert "codeowners: remove taronaeo for now"
This reverts commit
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Aaron Teo
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c7f3169cd5 |
ggml-cpu : disable GGML_NNPA by default due to instability (#14880)
* docs: update s390x document for sentencepiece Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> (cherry picked from commit |
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Aaron Teo
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bf5bcd0b85 |
docs: update s390x documentation + add faq (#14389)
* docs: update s390x documentation + add faq Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: add s390x z17 build q&a Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> --------- Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> |
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Aaron Teo
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60ef23d6c1 |
ggml-cpu: enable IBM NNPA Vector Intrinsics (#14317)
* ggml-cpu: add nnpa compile flag Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> (cherry picked from commit |
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Aaron Teo
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8d94713654 |
docs: add s390x build documentation (#14264)
* docs: add s390x-specific build docs Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: add s390x model conversion steps Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: s390x build indent Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: update hyperlinks for s390x docs Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: update llama.h docs Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: s390x add accelerator and perf optimizations Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: s390x indent blocks Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: revert block indentation Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: add support information for s390x Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: s390x reword Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: remove indentation for accelerator section s390x Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: remove redundant words s390x Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: reword for s390x Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: s390x reword simd Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: fix trailing whitespace for s390x Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> --------- Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> |