| Global functions | |
|---|---|
| %*%,ANY,ggml_matrix-method | Man page |
| %*%,ggml_matrix,ANY-method | Man page |
| %*%,ggml_matrix,ggml_matrix-method | Man page |
| .ag_add_broadcast_col | Source code |
| .ag_causal_mask | Source code |
| .ag_collect_buffers | Source code |
| .ag_compute_dtype | Source code |
| .ag_data | Source code |
| .ag_dtype_to_ggml | Source code |
| .ag_gpu_add | Source code |
| .ag_gpu_clamp | Source code |
| .ag_gpu_exp | Source code |
| .ag_gpu_log | Source code |
| .ag_gpu_matmul | Source code |
| .ag_gpu_matmul_f32 | Source code |
| .ag_gpu_mean_all | Source code |
| .ag_gpu_mean_cols | Source code |
| .ag_gpu_mean_rows | Source code |
| .ag_gpu_mul | Source code |
| .ag_gpu_pow | Source code |
| .ag_gpu_relu | Source code |
| .ag_gpu_reshape | Source code |
| .ag_gpu_scale | Source code |
| .ag_gpu_sigmoid | Source code |
| .ag_gpu_softmax | Source code |
| .ag_gpu_sub | Source code |
| .ag_gpu_sum_all | Source code |
| .ag_gpu_sum_cols | Source code |
| .ag_gpu_sum_rows | Source code |
| .ag_gpu_tanh | Source code |
| .ag_gpu_to_r | Source code |
| .ag_gpu_transpose | Source code |
| .ag_init_gpu_backend | Source code |
| .ag_mul_broadcast_col | Source code |
| .ag_on_gpu | Source code |
| .ag_r_to_gpu | Source code |
| .ag_reset_ggml_ctx | Source code |
| .ag_restore_buffers | Source code |
| .ag_result_device | Source code |
| .ag_result_dtype | Source code |
| .ag_row_concat | Source code |
| .ag_row_slice | Source code |
| .ag_run_op | Source code |
| .ggml_tensor_last_dim | Source code |
| .ggmlr_as_dmat | Source code |
| .ggmlr_backend_name | Source code |
| .ggmlr_batch_shards | Man page Source code |
| .ggmlr_chunk_cols | Source code |
| .ggmlr_default_layer | Source code |
| .ggmlr_densify_block | Source code |
| .ggmlr_dist_gpu | Source code |
| .ggmlr_dist_gpu_max_cells | Source code |
| .ggmlr_dist_matrix | Source code |
| .ggmlr_gpu_matmul_f64 | Source code |
| .ggmlr_gpu_mul_mat | Source code |
| .ggmlr_gpu_usable | Source code |
| .ggmlr_has_pkg | Source code |
| .ggmlr_knn_gpu | Source code |
| .ggmlr_knn_gpu_max_cells | Source code |
| .ggmlr_largest_gene | Man page Source code |
| .ggmlr_linalg_backend | Source code |
| .ggmlr_mm_opts | Source code |
| .ggmlr_mul32 | Source code |
| .ggmlr_need_pkg | Source code |
| .ggmlr_neighbors_gpu | Man page Source code |
| .ggmlr_normalize_gpu | Man page Source code |
| .ggmlr_normalize_sparse | Source code |
| .ggmlr_object_is_v5 | Source code |
| .ggmlr_op_params | Source code |
| .ggmlr_parsnip_lr_callback | Source code |
| .ggmlr_pca_chunked | Source code |
| .ggmlr_pca_gpu | Man page Source code |
| .ggmlr_pcg_hash | Source code |
| .ggmlr_register_op | Source code |
| .ggmlr_resolve_backend | Source code |
| .ggmlr_scale_gpu | Man page Source code |
| .ggmlr_set_dimnames | Source code |
| .ggmlr_seurat_generation | Source code |
| .ggmlr_shr | Source code |
| .ggmlr_subset_mat | Source code |
| .ggmlr_u32 | Source code |
| .ggmlr_umap_find_ab | Source code |
| .ggmlr_umap_fuzzy_graph | Source code |
| .ggmlr_umap_gpu | Man page Source code |
| .ggmlr_umap_knn | Source code |
| .ggmlr_umap_norm_weights | Source code |
| .ggmlr_umap_sgd | Source code |
| .ggmlr_umap_sgd_gpu | Source code |
| .ggmlr_umap_sgd_r | Source code |
| .ggmlr_umap_spectral_init | Source code |
| .ggmlr_unwrap_model | Source code |
| .ggmlr_xor32 | Source code |
| .history_to_long | Source code |
| .layer_params | Source code |
| .make_LearnerClassifGGML | Source code |
| .make_LearnerRegrGGML | Source code |
| .onLoad | Source code |
| .onUnload | Source code |
| .register_mlr3 | Source code |
| .register_parsnip | Source code |
| GGML_GLU_OP_GEGLU | Man page |
| GGML_GLU_OP_GEGLU_ERF | Man page |
| GGML_GLU_OP_GEGLU_QUICK | Man page |
| GGML_GLU_OP_REGLU | Man page |
| GGML_GLU_OP_SWIGLU | Man page |
| GGML_GLU_OP_SWIGLU_OAI | Man page |
| GGML_OP_POOL_AVG | Man page |
| GGML_OP_POOL_MAX | Man page |
| GGML_ROPE_TYPE_MROPE | Man page |
| GGML_ROPE_TYPE_NEOX | Man page |
| GGML_ROPE_TYPE_NORM | Man page |
| GGML_ROPE_TYPE_VISION | Man page |
| GGML_SCALE_MODE_BICUBIC | Man page |
| GGML_SCALE_MODE_BILINEAR | Man page |
| GGML_SCALE_MODE_NEAREST | Man page |
| GGML_SORT_ORDER_ASC | Man page |
| GGML_SORT_ORDER_DESC | Man page |
| GGML_TYPE_BF16 | Man page |
| GGML_TYPE_F16 | Man page |
| GGML_TYPE_F32 | Man page |
| GGML_TYPE_I32 | Man page |
| GGML_TYPE_Q2_K | Man page |
| GGML_TYPE_Q3_K | Man page |
| GGML_TYPE_Q4_0 | Man page |
| GGML_TYPE_Q4_1 | Man page |
| GGML_TYPE_Q4_K | Man page |
| GGML_TYPE_Q5_K | Man page |
| GGML_TYPE_Q6_K | Man page |
| GGML_TYPE_Q8_0 | Man page |
| RunGGML | Man page Source code |
| RunGGML.Seurat | Man page Source code |
| RunGGML.SingleCellExperiment | Man page Source code |
| RunGGML.default | Man page Source code |
| `%||%` | Source code |
| abind_first | Man page Source code |
| ag_add | Man page Source code |
| ag_batch_norm | Man page Source code |
| ag_clamp | Man page Source code |
| ag_cross_entropy_loss | Man page Source code |
| ag_dataloader | Man page Source code |
| ag_default_device | Man page Source code |
| ag_default_dtype | Man page Source code |
| ag_device | Man page Source code |
| ag_dropout | Man page Source code |
| ag_dtype | Man page Source code |
| ag_embedding | Man page Source code |
| ag_eval | Man page Source code |
| ag_eval.ag_batch_norm | Source code |
| ag_eval.ag_dropout | Source code |
| ag_eval.ag_embedding | Source code |
| ag_eval.ag_multihead_attention | Source code |
| ag_eval.ag_sequential | Source code |
| ag_eval.default | Source code |
| ag_exp | Man page Source code |
| ag_gradcheck | Man page Source code |
| ag_linear | Man page Source code |
| ag_load_model | Man page Source code |
| ag_log | Man page Source code |
| ag_matmul | Man page Source code |
| ag_mean | Man page Source code |
| ag_mse_loss | Man page Source code |
| ag_mul | Man page Source code |
| ag_multihead_attention | Man page Source code |
| ag_next_id | Source code |
| ag_param | Man page Source code |
| ag_pow | Man page Source code |
| ag_record | Source code |
| ag_relu | Man page Source code |
| ag_reshape | Man page Source code |
| ag_save_model | Man page Source code |
| ag_scale | Man page Source code |
| ag_sequential | Man page Source code |
| ag_sigmoid | Man page Source code |
| ag_softmax | Man page Source code |
| ag_softmax_cross_entropy_loss | Man page Source code |
| ag_sub | Man page Source code |
| ag_sum | Man page Source code |
| ag_tanh | Man page Source code |
| ag_tensor | Man page Source code |
| ag_to_device | Man page Source code |
| ag_train | Man page Source code |
| ag_train.ag_batch_norm | Source code |
| ag_train.ag_dropout | Source code |
| ag_train.ag_embedding | Source code |
| ag_train.ag_multihead_attention | Source code |
| ag_train.ag_sequential | Source code |
| ag_train.default | Source code |
| ag_transpose | Man page Source code |
| as.matrix.ggml_matrix | Man page Source code |
| as_gpu_matrix | Man page Source code |
| augment.ggmlr_parsnip_model | Man page Source code |
| backward | Man page Source code |
| clip_grad_norm | Man page Source code |
| compile | Man page |
| compile.ggml_functional_model | Man page Source code |
| compile.ggml_sequential_model | Man page Source code |
| crossprod,ggml_matrix-method | Man page |
| dequantize_row_iq1_m | Man page Source code |
| dequantize_row_iq1_s | Man page Source code |
| dequantize_row_iq2_s | Man page Source code |
| dequantize_row_iq2_xs | Man page Source code |
| dequantize_row_iq2_xxs | Man page Source code |
| dequantize_row_iq3_s | Man page Source code |
| dequantize_row_iq3_xxs | Man page Source code |
| dequantize_row_iq4_nl | Man page Source code |
| dequantize_row_iq4_xs | Man page Source code |
| dequantize_row_mxfp4 | Man page Source code |
| dequantize_row_nvfp4 | Man page Source code |
| dequantize_row_q1_0 | Man page Source code |
| dequantize_row_q2_K | Man page Source code |
| dequantize_row_q3_K | Man page Source code |
| dequantize_row_q4_0 | Man page Source code |
| dequantize_row_q4_1 | Man page Source code |
| dequantize_row_q4_K | Man page Source code |
| dequantize_row_q5_0 | Man page Source code |
| dequantize_row_q5_1 | Man page Source code |
| dequantize_row_q5_K | Man page Source code |
| dequantize_row_q6_K | Man page Source code |
| dequantize_row_q8_0 | Man page Source code |
| dequantize_row_q8_K | Man page Source code |
| dequantize_row_tq1_0 | Man page Source code |
| dequantize_row_tq2_0 | Man page Source code |
| dim,ggml_matrix-method | Man page |
| dp_train | Man page Source code |
| evaluate | Man page |
| evaluate.ggml_functional_model | Man page Source code |
| evaluate.ggml_sequential_model | Man page Source code |
| fit | Man page |
| fit.ggml_functional_model | Man page Source code |
| fit.ggml_sequential_model | Man page Source code |
| ggmlR | Man page |
| ggmlR-package | Man page |
| ggml_abort_is_r_enabled | Man page Source code |
| ggml_abs | Man page Source code |
| ggml_abs_inplace | Man page Source code |
| ggml_add | Man page Source code Source code |
| ggml_add1 | Man page Source code |
| ggml_add_inplace | Man page Source code |
| ggml_add_rel_pos | Man page Source code |
| ggml_apply | Man page Source code |
| ggml_arange | Man page Source code |
| ggml_are_same_layout | Man page Source code |
| ggml_are_same_shape | Man page Source code |
| ggml_are_same_stride | Man page Source code |
| ggml_argmax | Man page Source code |
| ggml_argsort | Man page Source code |
| ggml_backend_alloc_ctx_tensors | Man page Source code |
| ggml_backend_buffer_clear | Man page Source code |
| ggml_backend_buffer_free | Man page Source code |
| ggml_backend_buffer_get_size | Man page Source code |
| ggml_backend_buffer_get_usage | Man page Source code |
| ggml_backend_buffer_is_host | Man page Source code |
| ggml_backend_buffer_is_multi_buffer | Man page Source code |
| ggml_backend_buffer_name | Man page Source code |
| ggml_backend_buffer_reset | Man page Source code |
| ggml_backend_buffer_set_usage | Man page Source code |
| ggml_backend_buffer_usage_any | Man page Source code |
| ggml_backend_buffer_usage_compute | Man page Source code |
| ggml_backend_buffer_usage_weights | Man page Source code |
| ggml_backend_cpu_init | Man page Source code |
| ggml_backend_cpu_set_n_threads | Man page Source code |
| ggml_backend_dev_by_name | Man page Source code |
| ggml_backend_dev_by_type | Man page Source code |
| ggml_backend_dev_count | Man page Source code |
| ggml_backend_dev_description | Man page Source code |
| ggml_backend_dev_get | Man page Source code |
| ggml_backend_dev_get_props | Man page Source code |
| ggml_backend_dev_init | Man page Source code |
| ggml_backend_dev_memory | Man page Source code |
| ggml_backend_dev_name | Man page Source code |
| ggml_backend_dev_offload_op | Man page Source code |
| ggml_backend_dev_supports_buft | Man page Source code |
| ggml_backend_dev_supports_op | Man page Source code |
| ggml_backend_dev_type | Man page Source code |
| ggml_backend_device_register | Man page Source code |
| ggml_backend_device_type_accel | Man page Source code |
| ggml_backend_device_type_cpu | Man page Source code |
| ggml_backend_device_type_gpu | Man page Source code |
| ggml_backend_device_type_igpu | Man page Source code |
| ggml_backend_event_free | Man page Source code |
| ggml_backend_event_new | Man page Source code |
| ggml_backend_event_record | Man page Source code |
| ggml_backend_event_synchronize | Man page Source code |
| ggml_backend_event_wait | Man page Source code |
| ggml_backend_free | Man page Source code |
| ggml_backend_get_device | Man page Source code |
| ggml_backend_graph_compute | Man page Source code |
| ggml_backend_graph_compute_async | Man page Source code |
| ggml_backend_graph_plan_compute | Man page Source code |
| ggml_backend_graph_plan_create | Man page Source code |
| ggml_backend_graph_plan_free | Man page Source code |
| ggml_backend_init_best | Man page Source code |
| ggml_backend_init_by_name | Man page Source code |
| ggml_backend_init_by_type | Man page Source code |
| ggml_backend_load | Man page Source code |
| ggml_backend_load_all | Man page Source code |
| ggml_backend_meta_device | Man page Source code |
| ggml_backend_multi_buffer_alloc_buffer | Man page Source code |
| ggml_backend_multi_buffer_set_usage | Man page Source code |
| ggml_backend_name | Man page Source code |
| ggml_backend_reg_by_name | Man page Source code |
| ggml_backend_reg_count | Man page Source code |
| ggml_backend_reg_dev_count | Man page Source code |
| ggml_backend_reg_dev_get | Man page Source code |
| ggml_backend_reg_get | Man page Source code |
| ggml_backend_reg_name | Man page Source code |
| ggml_backend_register | Man page Source code |
| ggml_backend_sched_alloc_graph | Man page Source code |
| ggml_backend_sched_free | Man page Source code |
| ggml_backend_sched_get_backend | Man page Source code |
| ggml_backend_sched_get_n_backends | Man page Source code |
| ggml_backend_sched_get_n_copies | Man page Source code |
| ggml_backend_sched_get_n_splits | Man page Source code |
| ggml_backend_sched_get_tensor_backend | Man page Source code |
| ggml_backend_sched_graph_compute | Man page Source code |
| ggml_backend_sched_graph_compute_async | Man page Source code |
| ggml_backend_sched_new | Man page Source code |
| ggml_backend_sched_reserve | Man page Source code |
| ggml_backend_sched_reset | Man page Source code |
| ggml_backend_sched_set_tensor_backend | Man page Source code |
| ggml_backend_sched_synchronize | Man page Source code |
| ggml_backend_synchronize | Man page Source code |
| ggml_backend_tensor_copy_async | Man page Source code |
| ggml_backend_tensor_get_and_sync | Man page Source code |
| ggml_backend_tensor_get_async | Man page Source code |
| ggml_backend_tensor_get_data | Man page Source code |
| ggml_backend_tensor_get_f32_first | Man page Source code |
| ggml_backend_tensor_set_async | Man page Source code |
| ggml_backend_tensor_set_data | Man page Source code |
| ggml_backend_unload | Man page Source code |
| ggml_batch_norm | Man page Source code |
| ggml_blck_size | Man page Source code |
| ggml_build_forward_expand | Man page Source code Source code |
| ggml_callback_early_stopping | Man page Source code |
| ggml_can_repeat | Man page Source code |
| ggml_ceil | Man page Source code |
| ggml_ceil_inplace | Man page Source code |
| ggml_clamp | Man page Source code |
| ggml_compile | Man page Source code |
| ggml_compile.ggml_functional_model | Man page Source code |
| ggml_compile.ggml_sequential_model | Man page Source code |
| ggml_concat | Man page Source code |
| ggml_cont | Man page Source code |
| ggml_conv_1d | Man page Source code |
| ggml_conv_1d_dw | Man page Source code |
| ggml_conv_2d | Man page Source code |
| ggml_conv_2d_direct | Man page Source code |
| ggml_conv_2d_dw | Man page Source code |
| ggml_conv_2d_dw_direct | Man page Source code |
| ggml_conv_transpose_1d | Man page Source code |
| ggml_conv_transpose_2d_p0 | Man page Source code |
| ggml_cos | Man page Source code |
| ggml_count_equal | Man page Source code |
| ggml_cpu_add | Man page Source code |
| ggml_cpu_features | Man page Source code |
| ggml_cpu_get_rvv_vlen | Man page Source code |
| ggml_cpu_get_sve_cnt | Man page Source code |
| ggml_cpu_has_amx_int8 | Man page Source code |
| ggml_cpu_has_arm_fma | Man page Source code |
| ggml_cpu_has_avx | Man page Source code |
| ggml_cpu_has_avx2 | Man page Source code |
| ggml_cpu_has_avx512 | Man page Source code |
| ggml_cpu_has_avx512_bf16 | Man page Source code |
| ggml_cpu_has_avx512_vbmi | Man page Source code |
| ggml_cpu_has_avx512_vnni | Man page Source code |
| ggml_cpu_has_avx_vnni | Man page Source code |
| ggml_cpu_has_bmi2 | Man page Source code |
| ggml_cpu_has_dotprod | Man page Source code |
| ggml_cpu_has_f16c | Man page Source code |
| ggml_cpu_has_fma | Man page Source code |
| ggml_cpu_has_fp16_va | Man page Source code |
| ggml_cpu_has_llamafile | Man page Source code |
| ggml_cpu_has_matmul_int8 | Man page Source code |
| ggml_cpu_has_neon | Man page Source code |
| ggml_cpu_has_riscv_v | Man page Source code |
| ggml_cpu_has_sme | Man page Source code |
| ggml_cpu_has_sse3 | Man page Source code |
| ggml_cpu_has_ssse3 | Man page Source code |
| ggml_cpu_has_sve | Man page Source code |
| ggml_cpu_has_vsx | Man page Source code |
| ggml_cpu_has_vxe | Man page Source code |
| ggml_cpu_has_wasm_simd | Man page Source code |
| ggml_cpu_mul | Man page Source code |
| ggml_cpy | Man page Source code |
| ggml_crossprod | Man page Source code |
| ggml_cycles | Man page Source code |
| ggml_cycles_per_ms | Man page Source code |
| ggml_default_mlp | Man page Source code |
| ggml_dense | Man page Source code |
| ggml_diag | Man page Source code |
| ggml_diag_mask_inf | Man page Source code |
| ggml_diag_mask_inf_inplace | Man page Source code |
| ggml_diag_mask_zero | Man page Source code |
| ggml_div | Man page Source code |
| ggml_div_inplace | Man page Source code |
| ggml_dup | Man page Source code |
| ggml_dup_inplace | Man page Source code |
| ggml_dup_tensor | Man page Source code |
| ggml_element_size | Man page Source code |
| ggml_elu | Man page Source code |
| ggml_elu_inplace | Man page Source code |
| ggml_embedding | Man page Source code |
| ggml_estimate_memory | Man page Source code |
| ggml_evaluate | Man page Source code |
| ggml_evaluate.ggml_functional_model | Man page Source code |
| ggml_evaluate.ggml_sequential_model | Man page Source code |
| ggml_exp | Man page Source code |
| ggml_exp_inplace | Man page Source code |
| ggml_extract | Man page Source code |
| ggml_extract.Seurat | Man page Source code |
| ggml_extract.SingleCellExperiment | Man page Source code |
| ggml_extract.dgCMatrix | Man page Source code |
| ggml_extract.matrix | Man page Source code |
| ggml_fit | Man page Source code |
| ggml_fit.default | Man page Source code |
| ggml_fit.ggml_functional_model | Man page Source code |
| ggml_fit.ggml_sequential_model | Man page Source code |
| ggml_fit_opt | Man page Source code |
| ggml_fit_sequential | Source code |
| ggml_flash_attn_back | Man page Source code |
| ggml_flash_attn_ext | Man page Source code |
| ggml_floor | Man page Source code |
| ggml_floor_inplace | Man page Source code |
| ggml_free | Man page Source code |
| ggml_freeze_weights | Man page Source code |
| ggml_freeze_weights.ggml_functional_model | Source code |
| ggml_freeze_weights.ggml_sequential_model | Source code |
| ggml_ftype_to_ggml_type | Man page Source code |
| ggml_gallocr_alloc_graph | Man page Source code |
| ggml_gallocr_free | Man page Source code |
| ggml_gallocr_get_buffer_size | Man page Source code |
| ggml_gallocr_new | Man page Source code |
| ggml_gallocr_reserve | Man page Source code |
| ggml_geglu | Man page Source code |
| ggml_geglu_quick | Man page Source code |
| ggml_geglu_split | Man page Source code |
| ggml_gelu | Man page Source code |
| ggml_gelu_erf | Man page Source code |
| ggml_gelu_inplace | Man page Source code |
| ggml_gelu_quick | Man page Source code |
| ggml_get_f32 | Man page Source code Source code |
| ggml_get_f32_nd | Man page Source code |
| ggml_get_first_tensor | Man page Source code |
| ggml_get_i32 | Man page Source code |
| ggml_get_i32_nd | Man page Source code |
| ggml_get_layer | Man page Source code |
| ggml_get_max_tensor_size | Man page Source code |
| ggml_get_mem_size | Man page Source code |
| ggml_get_n_threads | Man page Source code |
| ggml_get_name | Man page Source code |
| ggml_get_next_tensor | Man page Source code |
| ggml_get_no_alloc | Man page Source code |
| ggml_get_op_params | Man page Source code |
| ggml_get_op_params_f32 | Man page Source code |
| ggml_get_op_params_i32 | Man page Source code |
| ggml_get_rel_pos | Man page Source code |
| ggml_get_rows | Man page Source code |
| ggml_get_rows_back | Man page Source code |
| ggml_get_unary_op | Man page Source code |
| ggml_glu | Man page Source code |
| ggml_glu_split | Man page Source code |
| ggml_graph_compute | Man page Source code Source code |
| ggml_graph_compute_with_ctx | Man page Source code |
| ggml_graph_dump_dot | Man page Source code |
| ggml_graph_get_tensor | Man page Source code |
| ggml_graph_n_nodes | Man page Source code |
| ggml_graph_node | Man page Source code |
| ggml_graph_overhead | Man page Source code |
| ggml_graph_print | Man page Source code |
| ggml_graph_reset | Man page Source code |
| ggml_graph_view | Man page Source code |
| ggml_group_norm | Man page Source code |
| ggml_group_norm_inplace | Man page Source code |
| ggml_gru | Man page Source code |
| ggml_hardsigmoid | Man page Source code |
| ggml_hardswish | Man page Source code |
| ggml_im2col | Man page Source code |
| ggml_init | Man page Source code |
| ggml_init_auto | Man page Source code |
| ggml_inject | Man page Source code |
| ggml_inject.Seurat | Man page Source code |
| ggml_inject.SingleCellExperiment | Man page Source code |
| ggml_input | Man page Source code |
| ggml_is_available | Man page Source code |
| ggml_is_contiguous | Man page Source code |
| ggml_is_contiguous_0 | Man page Source code |
| ggml_is_contiguous_1 | Man page Source code |
| ggml_is_contiguous_2 | Man page Source code |
| ggml_is_contiguous_channels | Man page Source code |
| ggml_is_contiguous_rows | Man page Source code |
| ggml_is_contiguously_allocated | Man page Source code |
| ggml_is_permuted | Man page Source code |
| ggml_is_quantized | Man page Source code |
| ggml_is_transposed | Man page Source code |
| ggml_l2_norm | Man page Source code |
| ggml_l2_norm_inplace | Man page Source code |
| ggml_layer_add | Man page Source code |
| ggml_layer_batch_norm | Man page Source code |
| ggml_layer_concatenate | Man page Source code |
| ggml_layer_conv_1d | Man page Source code Source code |
| ggml_layer_conv_2d | Man page Source code Source code |
| ggml_layer_dense | Man page Source code |
| ggml_layer_dropout | Man page Source code |
| ggml_layer_embedding | Man page Source code |
| ggml_layer_flatten | Man page Source code |
| ggml_layer_global_average_pooling_2d | Man page Source code |
| ggml_layer_global_max_pooling_2d | Man page Source code |
| ggml_layer_gru | Man page Source code |
| ggml_layer_lstm | Man page Source code |
| ggml_layer_max_pooling_2d | Man page Source code |
| ggml_leaky_relu | Man page Source code |
| ggml_load_model | Man page Source code |
| ggml_load_weights | Man page Source code |
| ggml_log | Man page Source code |
| ggml_log_inplace | Man page Source code |
| ggml_log_is_r_enabled | Man page Source code |
| ggml_log_set_default | Man page Source code |
| ggml_log_set_r | Man page Source code |
| ggml_lstm | Man page Source code |
| ggml_marshal_model | Man page Source code |
| ggml_matmul | Man page Source code |
| ggml_matmul_f64 | Man page Source code |
| ggml_matrix-class | Man page |
| ggml_mean | Man page Source code |
| ggml_model | Man page Source code |
| ggml_model_backend | Man page Source code |
| ggml_model_sequential | Man page Source code |
| ggml_mul | Man page Source code Source code |
| ggml_mul_inplace | Man page Source code |
| ggml_mul_mat | Man page Source code |
| ggml_mul_mat_id | Man page Source code |
| ggml_n_dims | Man page Source code |
| ggml_nbytes | Man page Source code Source code |
| ggml_neg | Man page Source code |
| ggml_neg_inplace | Man page Source code |
| ggml_nelements | Man page Source code Source code |
| ggml_new_f32 | Man page Source code |
| ggml_new_i32 | Man page Source code |
| ggml_new_tensor | Man page Source code |
| ggml_new_tensor_1d | Man page Source code Source code |
| ggml_new_tensor_2d | Man page Source code Source code |
| ggml_new_tensor_3d | Man page Source code |
| ggml_new_tensor_4d | Man page Source code |
| ggml_norm | Man page Source code |
| ggml_norm_inplace | Man page Source code |
| ggml_nrows | Man page Source code |
| ggml_op_can_inplace | Man page Source code |
| ggml_op_desc | Man page Source code |
| ggml_op_name | Man page Source code |
| ggml_op_symbol | Man page Source code |
| ggml_ops_registry | Man page Source code |
| ggml_opt_alloc | Man page Source code |
| ggml_opt_context_optimizer_type | Man page Source code |
| ggml_opt_dataset_data | Man page Source code |
| ggml_opt_dataset_free | Man page Source code |
| ggml_opt_dataset_get_batch | Man page Source code |
| ggml_opt_dataset_init | Man page Source code |
| ggml_opt_dataset_labels | Man page Source code |
| ggml_opt_dataset_ndata | Man page Source code |
| ggml_opt_dataset_shuffle | Man page Source code |
| ggml_opt_dataset_weights | Man page Source code |
| ggml_opt_default_params | Man page Source code |
| ggml_opt_epoch | Man page Source code |
| ggml_opt_eval | Man page Source code |
| ggml_opt_fit | Man page Source code |
| ggml_opt_free | Man page Source code |
| ggml_opt_get_lr | Man page Source code |
| ggml_opt_grad_acc | Man page Source code |
| ggml_opt_init | Man page Source code |
| ggml_opt_init_for_fit | Man page Source code |
| ggml_opt_inputs | Man page Source code |
| ggml_opt_labels | Man page Source code |
| ggml_opt_loss | Man page Source code |
| ggml_opt_loss_type_cross_entropy | Man page Source code |
| ggml_opt_loss_type_mean | Man page Source code |
| ggml_opt_loss_type_mse | Man page Source code |
| ggml_opt_loss_type_sum | Man page Source code |
| ggml_opt_loss_type_weighted_mse | Man page Source code |
| ggml_opt_ncorrect | Man page Source code |
| ggml_opt_optimizer_name | Man page Source code |
| ggml_opt_optimizer_type_adamw | Man page Source code |
| ggml_opt_optimizer_type_sgd | Man page Source code |
| ggml_opt_outputs | Man page Source code |
| ggml_opt_pred | Man page Source code |
| ggml_opt_prepare_alloc | Man page Source code |
| ggml_opt_reset | Man page Source code |
| ggml_opt_result_accuracy | Man page Source code |
| ggml_opt_result_free | Man page Source code |
| ggml_opt_result_init | Man page Source code |
| ggml_opt_result_loss | Man page Source code |
| ggml_opt_result_ndata | Man page Source code |
| ggml_opt_result_pred | Man page Source code |
| ggml_opt_result_reset | Man page Source code |
| ggml_opt_set_lr | Man page Source code |
| ggml_opt_static_graphs | Man page Source code |
| ggml_out_prod | Man page Source code |
| ggml_pad | Man page Source code |
| ggml_pad_reflect_1d | Man page Source code |
| ggml_permute | Man page Source code |
| ggml_pool_1d | Man page Source code |
| ggml_pool_2d | Man page Source code |
| ggml_pop_layer | Man page Source code |
| ggml_pp_dp_forward | Man page Source code |
| ggml_pp_forward | Man page Source code |
| ggml_predict | Man page Source code |
| ggml_predict.ggml_functional_model | Man page Source code |
| ggml_predict.ggml_sequential_model | Man page Source code |
| ggml_predict_classes | Man page Source code |
| ggml_print_mem_status | Man page Source code |
| ggml_print_objects | Man page Source code |
| ggml_quant_block_info | Man page Source code |
| ggml_quantize_chunk | Man page Source code |
| ggml_quantize_free | Man page Source code |
| ggml_quantize_init | Man page Source code |
| ggml_quantize_requires_imatrix | Man page Source code |
| ggml_reglu | Man page Source code |
| ggml_reglu_split | Man page Source code |
| ggml_relu | Man page Source code |
| ggml_relu_inplace | Man page Source code |
| ggml_repeat | Man page Source code |
| ggml_repeat_back | Man page Source code |
| ggml_reset | Man page Source code |
| ggml_reshape_1d | Man page Source code |
| ggml_reshape_2d | Man page Source code |
| ggml_reshape_3d | Man page Source code |
| ggml_reshape_4d | Man page Source code |
| ggml_result | Man page Source code |
| ggml_rms_norm | Man page Source code |
| ggml_rms_norm_back | Man page Source code |
| ggml_rms_norm_inplace | Man page Source code |
| ggml_roll | Man page Source code |
| ggml_rope | Man page Source code |
| ggml_rope_ext | Man page Source code |
| ggml_rope_ext_back | Man page Source code |
| ggml_rope_ext_inplace | Man page Source code |
| ggml_rope_inplace | Man page Source code |
| ggml_rope_multi | Man page Source code |
| ggml_rope_multi_inplace | Man page Source code |
| ggml_round | Man page Source code |
| ggml_round_inplace | Man page Source code |
| ggml_run | Man page Source code |
| ggml_save_model | Man page Source code |
| ggml_save_model.ggml_functional_model | Source code |
| ggml_save_model.ggml_sequential_model | Source code |
| ggml_save_weights | Man page Source code |
| ggml_scale | Man page Source code |
| ggml_scale_inplace | Man page Source code |
| ggml_schedule_cosine_decay | Man page Source code |
| ggml_schedule_reduce_on_plateau | Man page Source code |
| ggml_schedule_step_decay | Man page Source code |
| ggml_set | Man page Source code |
| ggml_set_1d | Man page Source code |
| ggml_set_2d | Man page Source code |
| ggml_set_abort_callback_default | Man page Source code |
| ggml_set_abort_callback_r | Man page Source code |
| ggml_set_f32 | Man page Source code Source code |
| ggml_set_f32_nd | Man page Source code |
| ggml_set_i32 | Man page Source code |
| ggml_set_i32_nd | Man page Source code |
| ggml_set_input | Man page Source code |
| ggml_set_n_threads | Man page Source code |
| ggml_set_name | Man page Source code |
| ggml_set_no_alloc | Man page Source code |
| ggml_set_omp_threads | Man page Source code |
| ggml_set_op_params | Man page Source code |
| ggml_set_op_params_f32 | Man page Source code |
| ggml_set_op_params_i32 | Man page Source code |
| ggml_set_output | Man page Source code |
| ggml_set_param | Man page Source code |
| ggml_set_seed | Man page Source code |
| ggml_set_zero | Man page Source code |
| ggml_sgn | Man page Source code |
| ggml_sigmoid | Man page Source code |
| ggml_sigmoid_inplace | Man page Source code |
| ggml_silu | Man page Source code |
| ggml_silu_back | Man page Source code |
| ggml_silu_inplace | Man page Source code |
| ggml_sin | Man page Source code |
| ggml_soft_max | Man page Source code |
| ggml_soft_max_ext | Man page Source code |
| ggml_soft_max_ext_back | Man page Source code |
| ggml_soft_max_ext_back_inplace | Man page Source code |
| ggml_soft_max_ext_inplace | Man page Source code |
| ggml_soft_max_inplace | Man page Source code |
| ggml_softplus | Man page Source code |
| ggml_softplus_inplace | Man page Source code |
| ggml_sqr | Man page Source code |
| ggml_sqr_inplace | Man page Source code |
| ggml_sqrt | Man page Source code |
| ggml_sqrt_inplace | Man page Source code |
| ggml_step | Man page Source code |
| ggml_sub | Man page Source code |
| ggml_sub_inplace | Man page Source code |
| ggml_sum | Man page Source code |
| ggml_sum_rows | Man page Source code |
| ggml_swiglu | Man page Source code |
| ggml_swiglu_split | Man page Source code |
| ggml_tanh | Man page Source code |
| ggml_tanh_inplace | Man page Source code |
| ggml_task | Man page Source code |
| ggml_tcrossprod | Man page Source code |
| ggml_tensor_copy | Man page Source code |
| ggml_tensor_nb | Man page Source code |
| ggml_tensor_num | Man page Source code |
| ggml_tensor_overhead | Man page Source code |
| ggml_tensor_set_f32_scalar | Man page Source code |
| ggml_tensor_shape | Man page Source code |
| ggml_tensor_type | Man page Source code |
| ggml_test | Man page Source code |
| ggml_time_init | Man page Source code |
| ggml_time_ms | Man page Source code |
| ggml_time_us | Man page Source code |
| ggml_timestep_embedding | Man page Source code |
| ggml_top_k | Man page Source code |
| ggml_tp_dp_forward | Man page Source code |
| ggml_training_history | Man page Source code |
| ggml_transpose | Man page Source code |
| ggml_type_name | Man page Source code |
| ggml_type_size | Man page Source code |
| ggml_type_sizef | Man page Source code |
| ggml_unary_op_name | Man page Source code |
| ggml_unfreeze_weights | Man page Source code |
| ggml_unfreeze_weights.ggml_functional_model | Source code |
| ggml_unfreeze_weights.ggml_sequential_model | Source code |
| ggml_unmarshal_model | Man page Source code |
| ggml_upscale | Man page Source code |
| ggml_used_mem | Man page Source code |
| ggml_version | Man page Source code |
| ggml_view_1d | Man page Source code |
| ggml_view_2d | Man page Source code |
| ggml_view_3d | Man page Source code |
| ggml_view_4d | Man page Source code |
| ggml_view_tensor | Man page Source code |
| ggml_vulkan_available | Man page Source code |
| ggml_vulkan_backend_name | Man page Source code |
| ggml_vulkan_device_caps | Man page Source code |
| ggml_vulkan_device_count | Man page Source code |
| ggml_vulkan_device_description | Man page Source code |
| ggml_vulkan_device_groups | Man page Source code |
| ggml_vulkan_device_memory | Man page Source code |
| ggml_vulkan_free | Man page Source code |
| ggml_vulkan_hard_exit_available | Man page Source code |
| ggml_vulkan_init | Man page Source code |
| ggml_vulkan_is_backend | Man page Source code |
| ggml_vulkan_list_devices | Man page Source code |
| ggml_vulkan_p2p_selftest | Man page Source code |
| ggml_vulkan_shutdown | Man page Source code |
| ggml_vulkan_split_buffer_type | Man page Source code |
| ggml_vulkan_split_mul_mat | Man page Source code |
| ggml_vulkan_split_row_ranges | Man page Source code |
| ggml_vulkan_stage_handoff | Man page Source code |
| ggml_vulkan_status | Man page Source code |
| ggml_win_part | Man page Source code |
| ggml_win_unpart | Man page Source code |
| ggml_with_temp_ctx | Man page Source code |
| ggmlr_parsnip_fit_classif | Man page Source code |
| ggmlr_parsnip_fit_regr | Man page Source code |
| gguf_free | Man page Source code |
| gguf_load | Man page Source code |
| gguf_metadata | Man page Source code |
| gguf_tensor_data | Man page Source code |
| gguf_tensor_info | Man page Source code |
| gguf_tensor_names | Man page Source code |
| glance.ggmlr_parsnip_model | Man page Source code |
| iq2xs_free_impl | Man page Source code |
| iq2xs_init_impl | Man page Source code |
| iq3xs_free_impl | Man page Source code |
| iq3xs_init_impl | Man page Source code |
| is_ag_tensor | Man page Source code |
| lr_scheduler_cosine | Man page Source code |
| lr_scheduler_step | Man page Source code |
| make_mlp_ggml | Source code |
| marshal_inner | Source code |
| marshal_model.classif_ggml_model | Source code |
| marshal_model.regr_ggml_model | Source code |
| nn_apply_activation | Man page Source code |
| nn_auto_name | Source code |
| nn_build_batch_norm | Man page Source code |
| nn_build_conv_1d | Man page Source code |
| nn_build_conv_2d | Man page Source code |
| nn_build_dense | Man page Source code |
| nn_build_dropout | Man page Source code |
| nn_build_embedding | Man page Source code |
| nn_build_flatten | Man page Source code |
| nn_build_functional_graph | Man page Source code |
| nn_build_functional_node | Man page Source code |
| nn_build_global_average_pooling_2d | Man page Source code |
| nn_build_global_max_pooling_2d | Man page Source code |
| nn_build_graph | Man page Source code |
| nn_build_gru | Man page Source code |
| nn_build_layer | Man page Source code |
| nn_build_lstm | Man page Source code |
| nn_build_max_pooling_2d | Man page Source code |
| nn_count_layer_params | Man page Source code |
| nn_fill_inputs | Source code |
| nn_functional_output_shape | Man page Source code |
| nn_gru_step | Man page Source code |
| nn_infer_shapes | Man page Source code |
| nn_init_glorot_uniform | Man page Source code |
| nn_init_he_uniform | Man page Source code |
| nn_init_recurrent_uniform | Man page Source code |
| nn_init_zeros | Man page Source code |
| nn_layer_name | Source code |
| nn_lstm_step | Man page Source code |
| nn_next_layer_id | Source code |
| nn_next_node_id | Source code |
| nn_next_node_id_peek | Source code |
| nn_prepare_x | Source code |
| nn_topo_sort | Man page Source code |
| onnx_device_info | Man page Source code |
| onnx_inputs | Man page Source code |
| onnx_load | Man page Source code |
| onnx_run | Man page Source code |
| onnx_summary | Man page Source code |
| optimizer_adam | Man page Source code |
| optimizer_sgd | Man page Source code |
| plot.ggml_history | Man page Source code |
| predict.ggml_functional_model | Man page Source code |
| predict.ggml_sequential_model | Man page Source code |
| predict.ggmlr_parsnip_model | Source code |
| print.ag_dataloader | Source code |
| print.ag_optimizer_adam | Source code |
| print.ag_optimizer_sgd | Source code |
| print.ag_sequential | Source code |
| print.ag_tensor | Man page Source code |
| print.ggmlR_ag_state | Source code |
| print.ggmlR_marshaled | Source code |
| print.ggml_functional_model | Man page Source code |
| print.ggml_history | Man page Source code |
| print.ggml_result | Source code |
| print.ggml_sequential_model | Man page Source code |
| print.ggml_task | Source code |
| print.gguf | Source code |
| print.lr_scheduler_cosine | Source code |
| print.lr_scheduler_step | Source code |
| print.onnx_model | Man page Source code |
| quantize_iq1_m | Man page Source code |
| quantize_iq1_s | Man page Source code |
| quantize_iq2_s | Man page Source code |
| quantize_iq2_xs | Man page Source code |
| quantize_iq2_xxs | Man page Source code |
| quantize_iq3_s | Man page Source code |
| quantize_iq3_xxs | Man page Source code |
| quantize_iq4_nl | Man page Source code |
| quantize_iq4_xs | Man page Source code |
| quantize_mxfp4 | Man page Source code |
| quantize_nvfp4 | Man page Source code |
| quantize_q1_0 | Man page Source code |
| quantize_q2_K | Man page Source code |
| quantize_q3_K | Man page Source code |
| quantize_q4_0 | Man page Source code |
| quantize_q4_1 | Man page Source code |
| quantize_q4_K | Man page Source code |
| quantize_q5_0 | Man page Source code |
| quantize_q5_1 | Man page Source code |
| quantize_q5_K | Man page Source code |
| quantize_q6_K | Man page Source code |
| quantize_q8_0 | Man page Source code |
| quantize_row_iq2_s_ref | Man page Source code |
| quantize_row_iq3_s_ref | Man page Source code |
| quantize_row_iq3_xxs_ref | Man page Source code |
| quantize_row_iq4_nl_ref | Man page Source code |
| quantize_row_iq4_xs_ref | Man page Source code |
| quantize_row_mxfp4_ref | Man page Source code |
| quantize_row_q2_K_ref | Man page Source code |
| quantize_row_q3_K_ref | Man page Source code |
| quantize_row_q4_0_ref | Man page Source code |
| quantize_row_q4_1_ref | Man page Source code |
| quantize_row_q4_K_ref | Man page Source code |
| quantize_row_q5_0_ref | Man page Source code |
| quantize_row_q5_1_ref | Man page Source code |
| quantize_row_q5_K_ref | Man page Source code |
| quantize_row_q6_K_ref | Man page Source code |
| quantize_row_q8_0_ref | Man page Source code |
| quantize_row_q8_1_ref | Man page Source code |
| quantize_row_q8_K_ref | Man page Source code |
| quantize_row_tq1_0_ref | Man page Source code |
| quantize_row_tq2_0_ref | Man page Source code |
| quantize_tq1_0 | Man page Source code |
| quantize_tq2_0 | Man page Source code |
| reexports | Man page |
| rope_types | Man page |
| show,ggml_matrix-method | Man page |
| slice_first_dim | Man page Source code |
| summary.ggml_sequential_model | Man page Source code |
| tcrossprod,ggml_matrix-method | Man page |
| tidy.ggmlr_parsnip_model | Man page Source code |
| unmarshal_inner | Source code |
| unmarshal_model.classif_ggml_model_marshaled | Source code |
| unmarshal_model.regr_ggml_model_marshaled | Source code |
| with_grad_tape | Man page Source code |
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