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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ggml.c
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ggml.c
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@ -3939,6 +3939,12 @@ bool ggml_is_contiguous(const struct ggml_tensor * tensor) {
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tensor->nb[3] == tensor->nb[2]*tensor->ne[2];
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}
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bool ggml_is_permuted(const struct ggml_tensor * tensor) {
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static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
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return tensor->nb[0] > tensor->nb[1] || tensor->nb[1] > tensor->nb[2] || tensor->nb[2] > tensor->nb[3];
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}
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static inline bool ggml_is_padded_1d(const struct ggml_tensor * tensor) {
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static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
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