* conv transpose 1d passing test for 1d input and kernel
* working for different input and output channel counts, added test for variable stride
* initial draft appears to work with stride other than 1
* working with all old and new conv1d tests
* added a test for large tensors
* removed use cuda hardcoding
* restored test-conv-transpose.c
* removed unused arugments, and fixed bug where test failure would cause subsequent tests to fail
* fixed accumulator bug
* added test to test-backend-ops
* fixed mistake
* addressed review
* fixed includes
* removed blank lines
* style and warning fixes
* return failure when test fails
* fix supports_op
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Co-authored-by: slaren <slarengh@gmail.com>
* fix compile issues introduced by loongarch_asx
* restore quant changes to merge
* fix compile issues introduced by loongarch_asx
* further optimize by using vec_msum & vec_sum4s on ppc64le
* separate DPCT helpers outside
* replace global variables with context
* remove useless extra
* update mul_mat condition
* remove duplicate buft initialization
* remove duplicate extra and global work group size
* remove useless backend check
* remove duplicated extras
* use macro for group_size and remove cuda-related
* move BLAS to a separate backend
* rename GGML_USE_OPENBLAS to GGML_USE_BLAS
* alloc : reuse same buffer when the same buffer type if used multiple times
* set number of threads automatically for openblas and blis
* sched : print assignments when GGML_SCHED_DEBUG env variable is set
* sched : allow ops with weights on an incompatible buffer type
This will cause the weight to be copied to a backend that supports the
op, which is very costly. The weight should have been stored in a buffer
of a backend that can run the op, but llama.cpp cannot do this
automatically at the moment.
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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Update Vulkan RoPE implementation
* Return nullptr on alloc_buffer when allocation fails, instead of throwing an exception
Minor fixes
* Fix segfault when running out of VRAM
Co-authored-by: slaren <slarengh@gmail.com>
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Co-authored-by: slaren <slarengh@gmail.com>
* vulkan : reuse parent extra for views
* Fix validation error when multiple compute contexts are used in a graph
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Co-authored-by: 0cc4m <picard12@live.de>
Previously the code would have failed to cope in the case that the
number of nodes changes in an existing CUDA graph. This fixes the
issue by removing an unnecessary conditional.
John Balis
Georgi Gerganov
Emmanuel Schmidbauer
slaren
mky_coder
0cc4m
Hong Bo PENG
Daniel Bevenius
Meng, Hengyu
Johannes Gäßler
Radoslav Gerganov
k.h.lai
Ben Ashbaugh
pengxin99
agray3