Molly Sophia
008816a257
RWKV v6: RWKV_WKV op CUDA implementation (llama/9454)
...
* ggml: CUDA unary op EXP
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* ggml: rwkv_wkv op CUDA impl
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2024-09-24 19:45:08 +03:00
Johannes Gäßler
c7515b0995
ggml/examples: add backend support for numerical optimization (ggml/949)
...
* CUDA eval works
* stochastic gradient descent op
* Adam except decay
* CUDA CROSS_ENTROPY_LOSS_BACK
* CUDA mnist-fc training works
* backend CLI arg
* refactor gguf load
* remove sched from opt_step_adam
* implement l1 regularization (weight decay)
* extra call to add optimizer
* initialize gradients with ggml_graph_reset
* gradient accumulation
* increment iter per eval instead of epoch
* adjust backend interfaces
* fix ggml_graph_reset without backend
* fix ggml graph export/import
* fixup
* rename
* revert ggml_opt changes
* more general CUDA repeat_back
* update documentation, fix CNN
* validation split
* add clarifying comment
* optimize PyTorch training
* adjust buffer size, thread count
* fix 0.0f validation split
* Update examples/mnist/mnist-common.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* fix gradient accumulation
* tensor flag for accumulators -> tensor hash set
* Update include/ggml.h
Co-authored-by: slaren <slarengh@gmail.com>
* Update tests/test-backend-ops.cpp
Co-authored-by: slaren <slarengh@gmail.com>
* Update tests/test-backend-ops.cpp
Co-authored-by: slaren <slarengh@gmail.com>
* fix test prints
* Update src/ggml-backend.c
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* better CUDA support for noncontiguous out_prod
* add comment
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: slaren <slarengh@gmail.com>
2024-09-24 19:45:08 +03:00
Johannes Gäßler
5d6dc19f04
tests: add gradient tests for all backends (ggml/932)
...
* tests: add gradient checking to test-backend-ops
* remove old comment
* reorder includes
* adjust SIN/COS parameters
* add documentation, use supports_op if possible
2024-09-24 19:45:08 +03:00
Ronsor
3643120690
feat: add new sin and cos operators (ggml/919)
...
* ggml : add sin/cos operators
* ggml-cuda : add sin/cos operators
* ggml : add corresponding tests for sin/cos
* ggml : add backward computation for sin/cos operators
* ggml-vulkan : add sin/cos operators
* ggml-vulkan : add sin/cos shader source
* metal : add sin, cos
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-08-21 11:07:13 +03:00
Georgi Gerganov
e30c679928
whisper : reorganize source code + improve CMake ( #2256 )
...
* scripts : update sync [no ci]
* files : reorganize [no ci]
* sync : llama.cpp
* cmake : link math library
* cmake : build normal ggml library
* files : move headers to include
* objc : fix path to ggml-metal.h
* ci : fix WHISPER_CUDA -> GGML_CUDA
* scripts : sync LICENSE [no ci]
2024-06-26 19:34:09 +03:00
