Johannes Gäßler
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c7515b0995
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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>
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2024-09-24 19:45:08 +03:00 |
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Radoslav Gerganov
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7e59afa1e0
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rpc : print error message when failed to connect endpoint (llama/9042)
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2024-08-28 13:22:20 +03:00 |
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Radoslav Gerganov
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5ac022140e
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rpc : prevent crashes on invalid input (llama/9040)
Add more checks which prevent RPC server from crashing if invalid input
is received from client
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2024-08-28 13:22:20 +03:00 |
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Georgi Gerganov
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ad37d26983
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rpc : sanitize tensor data + warnings (llama/0)
Co-authored-by: slaren <slarengh@gmail.com>
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2024-08-12 11:58:46 +03:00 |
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Georgi Gerganov
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e30c679928
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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]
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2024-06-26 19:34:09 +03:00 |
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