* 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 411ea4ed78d08778967bd0bd33a6538cfcbe082f. * ggml-zdnn: remove unused ggml_zdnn macro Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> --------- Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
102 lines
3.6 KiB
YAML
102 lines
3.6 KiB
YAML
name: Bug (model use)
|
|
description: Something goes wrong when using a model (in general, not specific to a single llama.cpp module).
|
|
title: "Eval bug: "
|
|
labels: ["bug-unconfirmed", "model evaluation"]
|
|
body:
|
|
- type: markdown
|
|
attributes:
|
|
value: >
|
|
Thanks for taking the time to fill out this bug report!
|
|
This issue template is intended for bug reports where the model evaluation results
|
|
(i.e. the generated text) are incorrect or llama.cpp crashes during model evaluation.
|
|
If you encountered the issue while using an external UI (e.g. ollama),
|
|
please reproduce your issue using one of the examples/binaries in this repository.
|
|
The `llama-cli` binary can be used for simple and reproducible model inference.
|
|
- type: textarea
|
|
id: version
|
|
attributes:
|
|
label: Name and Version
|
|
description: Which version of our software are you running? (use `--version` to get a version string)
|
|
placeholder: |
|
|
$./llama-cli --version
|
|
version: 2999 (42b4109e)
|
|
built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu
|
|
validations:
|
|
required: true
|
|
- type: dropdown
|
|
id: operating-system
|
|
attributes:
|
|
label: Operating systems
|
|
description: Which operating systems do you know to be affected?
|
|
multiple: true
|
|
options:
|
|
- Linux
|
|
- Mac
|
|
- Windows
|
|
- BSD
|
|
- Other? (Please let us know in description)
|
|
validations:
|
|
required: true
|
|
- type: dropdown
|
|
id: backends
|
|
attributes:
|
|
label: GGML backends
|
|
description: Which GGML backends do you know to be affected?
|
|
options: [AMX, BLAS, CPU, CUDA, HIP, Metal, Musa, RPC, SYCL, Vulkan, OpenCL, zDNN]
|
|
multiple: true
|
|
validations:
|
|
required: true
|
|
- type: textarea
|
|
id: hardware
|
|
attributes:
|
|
label: Hardware
|
|
description: Which CPUs/GPUs are you using?
|
|
placeholder: >
|
|
e.g. Ryzen 5950X + 2x RTX 4090
|
|
validations:
|
|
required: true
|
|
- type: textarea
|
|
id: model
|
|
attributes:
|
|
label: Models
|
|
description: >
|
|
Which model(s) at which quantization were you using when encountering the bug?
|
|
If you downloaded a GGUF file off of Huggingface, please provide a link.
|
|
placeholder: >
|
|
e.g. Meta LLaMA 3.1 Instruct 8b q4_K_M
|
|
validations:
|
|
required: false
|
|
- type: textarea
|
|
id: info
|
|
attributes:
|
|
label: Problem description & steps to reproduce
|
|
description: >
|
|
Please give us a summary of the problem and tell us how to reproduce it.
|
|
If you can narrow down the bug to specific hardware, compile flags, or command line arguments,
|
|
that information would be very much appreciated by us.
|
|
placeholder: >
|
|
e.g. when I run llama-cli with -ngl 99 I get garbled outputs.
|
|
When I use -ngl 0 it works correctly.
|
|
Here are the exact commands that I used: ...
|
|
validations:
|
|
required: true
|
|
- type: textarea
|
|
id: first_bad_commit
|
|
attributes:
|
|
label: First Bad Commit
|
|
description: >
|
|
If the bug was not present on an earlier version: when did it start appearing?
|
|
If possible, please do a git bisect and identify the exact commit that introduced the bug.
|
|
validations:
|
|
required: false
|
|
- type: textarea
|
|
id: logs
|
|
attributes:
|
|
label: Relevant log output
|
|
description: >
|
|
Please copy and paste any relevant log output, including the command that you entered and any generated text.
|
|
This will be automatically formatted into code, so no need for backticks.
|
|
render: shell
|
|
validations:
|
|
required: true
|