CUDA full GPU acceleration, KV cache in VRAM (#1827)
* Fixed CUDA RoPE * ggml_cuda_mul_mat_vec_p021 * ggml_cuda_scale * ggml_cuda_diag_mask_inf * ggml_is_permuted * ggml_cuda_cpy * flatten rows for ggml_cuda_op * Added a --low-vram option * Fixed Windows performance * Fixed LLAMA_CUDA_DMMV_Y > 1 for WizardLM
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11 changed files with 853 additions and 149 deletions
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@ -28,8 +28,10 @@ void ggml_cuda_transform_tensor(void * data, struct ggml_tensor * tensor);
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void ggml_cuda_free_data(struct ggml_tensor * tensor);
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void ggml_cuda_assign_buffers(struct ggml_tensor * tensor);
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void ggml_cuda_assign_buffers_no_scratch(struct ggml_tensor * tensor);
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void ggml_cuda_set_main_device(int main_device);
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void ggml_cuda_set_scratch_size(size_t scratch_size);
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void ggml_cuda_free_scratch(void);
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bool ggml_cuda_compute_forward(struct ggml_compute_params * params, struct ggml_tensor * tensor);
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#ifdef __cplusplus
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