ggmlR-package	ggmlR-package
%*%,ANY,ggml_matrix-method	ggml_matrix-class
%*%,ggml_matrix,ANY-method	ggml_matrix-class
%*%,ggml_matrix,ggml_matrix-method	ggml_matrix-class
.ggmlr_batch_shards	dot-ggmlr_batch_shards
.ggmlr_largest_gene	dot-ggmlr_largest_gene
.ggmlr_neighbors_gpu	dot-ggmlr_neighbors_gpu
.ggmlr_normalize_gpu	dot-ggmlr_normalize_gpu
.ggmlr_pca_gpu	dot-ggmlr_pca_gpu
.ggmlr_scale_gpu	dot-ggmlr_scale_gpu
.ggmlr_umap_gpu	dot-ggmlr_umap_gpu
abind_first	abind_first
ag_add	ag_add
ag_batch_norm	ag_batch_norm
ag_clamp	ag_clamp
ag_cross_entropy_loss	ag_cross_entropy_loss
ag_dataloader	ag_dataloader
ag_default_device	ag_default_device
ag_default_dtype	ag_default_dtype
ag_device	ag_device
ag_dropout	ag_dropout
ag_dtype	ag_dtype
ag_embedding	ag_embedding
ag_eval	ag_eval
ag_exp	ag_exp
ag_gradcheck	ag_gradcheck
ag_layer_norm	ag_layer_norm
ag_linear	ag_linear
ag_load_model	ag_load_model
ag_log	ag_log
ag_matmul	ag_matmul
ag_mean	ag_mean
ag_mse_loss	ag_mse_loss
ag_mul	ag_mul
ag_multihead_attention	ag_multihead_attention
ag_param	ag_param
ag_pow	ag_pow
ag_relu	ag_relu
ag_reshape	ag_reshape
ag_save_model	ag_save_model
ag_scale	ag_scale
ag_sequential	ag_sequential
ag_sigmoid	ag_sigmoid
ag_softmax	ag_softmax
ag_softmax_cross_entropy_loss	ag_softmax_cross_entropy_loss
ag_sub	ag_sub
ag_sum	ag_sum
ag_tanh	ag_tanh
ag_tensor	ag_tensor
ag_to_device	ag_to_device
ag_train	ag_train
ag_transpose	ag_transpose
as.matrix.ggml_matrix	as.matrix.ggml_matrix
as_gpu_matrix	as_gpu_matrix
augment.ggmlr_parsnip_model	augment.ggmlr_parsnip_model
backward	backward
check_grad_anomaly	check_grad_anomaly
clip_grad_norm	clip_grad_norm
clip_grad_value	clip_grad_value
compile	reexports
compile.ggml_functional_model	compile
compile.ggml_sequential_model	compile
crossprod,ggml_matrix-method	ggml_matrix-class
dequantize_row_iq1_m	dequantize_row_iq2_xxs
dequantize_row_iq1_s	dequantize_row_iq2_xxs
dequantize_row_iq2_s	dequantize_row_iq2_xxs
dequantize_row_iq2_xs	dequantize_row_iq2_xxs
dequantize_row_iq2_xxs	dequantize_row_iq2_xxs
dequantize_row_iq3_s	dequantize_row_iq2_xxs
dequantize_row_iq3_xxs	dequantize_row_iq2_xxs
dequantize_row_iq4_nl	dequantize_row_iq2_xxs
dequantize_row_iq4_xs	dequantize_row_iq2_xxs
dequantize_row_mxfp4	dequantize_row_mxfp4
dequantize_row_nvfp4	dequantize_row_nvfp4
dequantize_row_q1_0	dequantize_row_q1_0
dequantize_row_q2_K	dequantize_row_q2_K
dequantize_row_q3_K	dequantize_row_q2_K
dequantize_row_q4_0	dequantize_row_q4_0
dequantize_row_q4_1	dequantize_row_q4_0
dequantize_row_q4_K	dequantize_row_q2_K
dequantize_row_q5_0	dequantize_row_q4_0
dequantize_row_q5_1	dequantize_row_q4_0
dequantize_row_q5_K	dequantize_row_q2_K
dequantize_row_q6_K	dequantize_row_q2_K
dequantize_row_q8_0	dequantize_row_q4_0
dequantize_row_q8_K	dequantize_row_q2_K
dequantize_row_tq1_0	dequantize_row_tq1_0
dequantize_row_tq2_0	dequantize_row_tq1_0
dim,ggml_matrix-method	ggml_matrix-class
dp_train	dp_train
evaluate	evaluate
evaluate.ggml_functional_model	evaluate
evaluate.ggml_sequential_model	evaluate
fit	reexports
fit.ggml_functional_model	fit
fit.ggml_sequential_model	fit
ggmlR	ggmlR-package
ggmlr_parsnip_fit_classif	ggmlr_parsnip_fit_classif
ggmlr_parsnip_fit_regr	ggmlr_parsnip_fit_regr
ggml_abort_is_r_enabled	ggml_abort_is_r_enabled
ggml_abs	ggml_abs
ggml_abs_inplace	ggml_abs_inplace
ggml_add	ggml_add
ggml_add1	ggml_add1
ggml_add_inplace	ggml_add_inplace
ggml_add_rel_pos	ggml_add_rel_pos
ggml_apply	ggml_apply
ggml_arange	ggml_arange
ggml_are_same_layout	ggml_are_same_layout
ggml_are_same_shape	ggml_are_same_shape
ggml_are_same_stride	ggml_are_same_stride
ggml_argmax	ggml_argmax
ggml_argsort	ggml_argsort
ggml_attention	ggml_attention
ggml_backend_alloc_ctx_tensors	ggml_backend_alloc_ctx_tensors
ggml_backend_buffer_clear	ggml_backend_buffer_clear
ggml_backend_buffer_free	ggml_backend_buffer_free
ggml_backend_buffer_get_size	ggml_backend_buffer_get_size
ggml_backend_buffer_get_usage	ggml_backend_buffer_get_usage
ggml_backend_buffer_is_host	ggml_backend_buffer_is_host
ggml_backend_buffer_is_multi_buffer	ggml_backend_buffer_is_multi_buffer
ggml_backend_buffer_name	ggml_backend_buffer_name
ggml_backend_buffer_reset	ggml_backend_buffer_reset
ggml_backend_buffer_set_usage	ggml_backend_buffer_set_usage
ggml_backend_buffer_usage_any	ggml_backend_buffer_usage_any
ggml_backend_buffer_usage_compute	ggml_backend_buffer_usage_compute
ggml_backend_buffer_usage_weights	ggml_backend_buffer_usage_weights
ggml_backend_buft_get_alignment	ggml_backend_buft_get_alignment
ggml_backend_buft_get_max_size	ggml_backend_buft_get_max_size
ggml_backend_buft_is_host	ggml_backend_buft_is_host
ggml_backend_buft_name	ggml_backend_buft_name
ggml_backend_cpu_init	ggml_backend_cpu_init
ggml_backend_cpu_set_n_threads	ggml_backend_cpu_set_n_threads
ggml_backend_device_register	ggml_backend_device_register
ggml_backend_device_type_accel	ggml_backend_device_type_accel
ggml_backend_device_type_cpu	ggml_backend_device_type_cpu
ggml_backend_device_type_gpu	ggml_backend_device_type_gpu
ggml_backend_device_type_igpu	ggml_backend_device_type_igpu
ggml_backend_dev_buffer_type	ggml_backend_dev_buffer_type
ggml_backend_dev_by_name	ggml_backend_dev_by_name
ggml_backend_dev_by_type	ggml_backend_dev_by_type
ggml_backend_dev_count	ggml_backend_dev_count
ggml_backend_dev_description	ggml_backend_dev_description
ggml_backend_dev_get	ggml_backend_dev_get
ggml_backend_dev_get_props	ggml_backend_dev_get_props
ggml_backend_dev_host_buffer_type	ggml_backend_dev_host_buffer_type
ggml_backend_dev_init	ggml_backend_dev_init
ggml_backend_dev_memory	ggml_backend_dev_memory
ggml_backend_dev_name	ggml_backend_dev_name
ggml_backend_dev_offload_op	ggml_backend_dev_offload_op
ggml_backend_dev_supports_buft	ggml_backend_dev_supports_buft
ggml_backend_dev_supports_op	ggml_backend_dev_supports_op
ggml_backend_dev_type	ggml_backend_dev_type
ggml_backend_event_free	ggml_backend_event_free
ggml_backend_event_new	ggml_backend_event_new
ggml_backend_event_record	ggml_backend_event_record
ggml_backend_event_synchronize	ggml_backend_event_synchronize
ggml_backend_event_wait	ggml_backend_event_wait
ggml_backend_free	ggml_backend_free
ggml_backend_get_device	ggml_backend_get_device
ggml_backend_graph_compute	ggml_backend_graph_compute
ggml_backend_graph_compute_async	ggml_backend_graph_compute_async
ggml_backend_graph_plan_compute	ggml_backend_graph_plan_compute
ggml_backend_graph_plan_create	ggml_backend_graph_plan_create
ggml_backend_graph_plan_free	ggml_backend_graph_plan_free
ggml_backend_init_best	ggml_backend_init_best
ggml_backend_init_by_name	ggml_backend_init_by_name
ggml_backend_init_by_type	ggml_backend_init_by_type
ggml_backend_load	ggml_backend_load
ggml_backend_load_all	ggml_backend_load_all
ggml_backend_meta_device	ggml_backend_meta_device
ggml_backend_multi_buffer_alloc_buffer	ggml_backend_multi_buffer_alloc_buffer
ggml_backend_multi_buffer_set_usage	ggml_backend_multi_buffer_set_usage
ggml_backend_name	ggml_backend_name
ggml_backend_register	ggml_backend_register
ggml_backend_reg_by_name	ggml_backend_reg_by_name
ggml_backend_reg_count	ggml_backend_reg_count
ggml_backend_reg_dev_count	ggml_backend_reg_dev_count
ggml_backend_reg_dev_get	ggml_backend_reg_dev_get
ggml_backend_reg_get	ggml_backend_reg_get
ggml_backend_reg_name	ggml_backend_reg_name
ggml_backend_sched_alloc_graph	ggml_backend_sched_alloc_graph
ggml_backend_sched_free	ggml_backend_sched_free
ggml_backend_sched_get_backend	ggml_backend_sched_get_backend
ggml_backend_sched_get_n_backends	ggml_backend_sched_get_n_backends
ggml_backend_sched_get_n_copies	ggml_backend_sched_get_n_copies
ggml_backend_sched_get_n_splits	ggml_backend_sched_get_n_splits
ggml_backend_sched_get_tensor_backend	ggml_backend_sched_get_tensor_backend
ggml_backend_sched_graph_compute	ggml_backend_sched_graph_compute
ggml_backend_sched_graph_compute_async	ggml_backend_sched_graph_compute_async
ggml_backend_sched_new	ggml_backend_sched_new
ggml_backend_sched_reserve	ggml_backend_sched_reserve
ggml_backend_sched_reset	ggml_backend_sched_reset
ggml_backend_sched_set_tensor_backend	ggml_backend_sched_set_tensor_backend
ggml_backend_sched_synchronize	ggml_backend_sched_synchronize
ggml_backend_sched_trace	ggml_backend_sched_trace
ggml_backend_synchronize	ggml_backend_synchronize
ggml_backend_tensor_copy_async	ggml_backend_tensor_copy_async
ggml_backend_tensor_get_and_sync	ggml_backend_tensor_get_and_sync
ggml_backend_tensor_get_async	ggml_backend_tensor_get_async
ggml_backend_tensor_get_data	ggml_backend_tensor_get_data
ggml_backend_tensor_get_f32_first	ggml_backend_tensor_get_f32_first
ggml_backend_tensor_set_async	ggml_backend_tensor_set_async
ggml_backend_tensor_set_data	ggml_backend_tensor_set_data
ggml_backend_unload	ggml_backend_unload
ggml_batch_norm	ggml_batch_norm
ggml_blck_size	ggml_blck_size
ggml_build_backward_expand	ggml_build_backward_expand
ggml_build_forward_expand	ggml_build_forward_expand
ggml_build_forward_expand_grads	ggml_build_forward_expand_grads
ggml_callback_early_stopping	ggml_callback_early_stopping
ggml_can_repeat	ggml_can_repeat
ggml_cast	ggml_cast
ggml_cast_numeric	ggml_cast_numeric
ggml_ceil	ggml_ceil
ggml_ceil_inplace	ggml_ceil_inplace
ggml_clamp	ggml_clamp
ggml_compile	ggml_compile
ggml_compile.ggml_functional_model	ggml_compile
ggml_compile.ggml_sequential_model	ggml_compile
ggml_concat	ggml_concat
ggml_cont	ggml_cont
ggml_conv_1d	ggml_conv_1d
ggml_conv_1d_dw	ggml_conv_1d_dw
ggml_conv_1d_layer	ggml_conv_1d_layer
ggml_conv_2d	ggml_conv_2d
ggml_conv_2d_direct	ggml_conv_2d_direct
ggml_conv_2d_dw	ggml_conv_2d_dw
ggml_conv_2d_dw_direct	ggml_conv_2d_dw_direct
ggml_conv_2d_layer	ggml_conv_2d_layer
ggml_conv_transpose_1d	ggml_conv_transpose_1d
ggml_conv_transpose_2d_p0	ggml_conv_transpose_2d_p0
ggml_cos	ggml_cos
ggml_count_equal	ggml_count_equal
ggml_cpu_add	ggml_cpu_add
ggml_cpu_features	ggml_cpu_features
ggml_cpu_get_rvv_vlen	ggml_cpu_get_rvv_vlen
ggml_cpu_get_sve_cnt	ggml_cpu_get_sve_cnt
ggml_cpu_has_amx_int8	ggml_cpu_has_amx_int8
ggml_cpu_has_arm_fma	ggml_cpu_has_arm_fma
ggml_cpu_has_avx	ggml_cpu_has_avx
ggml_cpu_has_avx2	ggml_cpu_has_avx2
ggml_cpu_has_avx512	ggml_cpu_has_avx512
ggml_cpu_has_avx512_bf16	ggml_cpu_has_avx512_bf16
ggml_cpu_has_avx512_vbmi	ggml_cpu_has_avx512_vbmi
ggml_cpu_has_avx512_vnni	ggml_cpu_has_avx512_vnni
ggml_cpu_has_avx_vnni	ggml_cpu_has_avx_vnni
ggml_cpu_has_bmi2	ggml_cpu_has_bmi2
ggml_cpu_has_dotprod	ggml_cpu_has_dotprod
ggml_cpu_has_f16c	ggml_cpu_has_f16c
ggml_cpu_has_fma	ggml_cpu_has_fma
ggml_cpu_has_fp16_va	ggml_cpu_has_fp16_va
ggml_cpu_has_llamafile	ggml_cpu_has_llamafile
ggml_cpu_has_matmul_int8	ggml_cpu_has_matmul_int8
ggml_cpu_has_neon	ggml_cpu_has_neon
ggml_cpu_has_riscv_v	ggml_cpu_has_riscv_v
ggml_cpu_has_sme	ggml_cpu_has_sme
ggml_cpu_has_sse3	ggml_cpu_has_sse3
ggml_cpu_has_ssse3	ggml_cpu_has_ssse3
ggml_cpu_has_sve	ggml_cpu_has_sve
ggml_cpu_has_vsx	ggml_cpu_has_vsx
ggml_cpu_has_vxe	ggml_cpu_has_vxe
ggml_cpu_has_wasm_simd	ggml_cpu_has_wasm_simd
ggml_cpu_mul	ggml_cpu_mul
ggml_cpy	ggml_cpy
ggml_crossprod	ggml_crossprod
ggml_cross_entropy_loss	ggml_cross_entropy_loss
ggml_cross_entropy_loss_back	ggml_cross_entropy_loss_back
ggml_cumsum	ggml_cumsum
ggml_custom	ggml_custom
ggml_custom_inplace	ggml_custom_inplace
ggml_custom_ops	ggml_custom_ops
ggml_cycles	ggml_cycles
ggml_cycles_per_ms	ggml_cycles_per_ms
ggml_default_mlp	ggml_default_mlp
ggml_dense	ggml_dense
ggml_diag	ggml_diag
ggml_diag_mask_inf	ggml_diag_mask_inf
ggml_diag_mask_inf_inplace	ggml_diag_mask_inf_inplace
ggml_diag_mask_zero	ggml_diag_mask_zero
ggml_div	ggml_div
ggml_div_inplace	ggml_div_inplace
ggml_dup	ggml_dup
ggml_dup_inplace	ggml_dup_inplace
ggml_dup_tensor	ggml_dup_tensor
ggml_element_size	ggml_element_size
ggml_elu	ggml_elu
ggml_elu_inplace	ggml_elu_inplace
ggml_embedding	ggml_embedding
ggml_estimate_memory	ggml_estimate_memory
ggml_evaluate	ggml_evaluate
ggml_evaluate.ggml_functional_model	ggml_evaluate
ggml_evaluate.ggml_sequential_model	ggml_evaluate
ggml_exp	ggml_exp
ggml_exp_inplace	ggml_exp_inplace
ggml_extract	ggml_extract
ggml_extract.dgCMatrix	ggml_extract
ggml_extract.matrix	ggml_extract
ggml_extract.Seurat	ggml_extract
ggml_extract.SingleCellExperiment	ggml_extract
ggml_fit	ggml_fit
ggml_fit.default	ggml_fit
ggml_fit.ggml_functional_model	ggml_fit
ggml_fit.ggml_sequential_model	ggml_fit
ggml_fit_opt	ggml_fit_opt
ggml_fit_opt_multi	ggml_fit_opt_multi
ggml_flash_attn_back	ggml_flash_attn_back
ggml_flash_attn_ext	ggml_flash_attn_ext
ggml_flash_attn_ext_add_sinks	ggml_flash_attn_ext_add_sinks
ggml_flash_attn_ext_get_prec	ggml_flash_attn_ext_get_prec
ggml_flash_attn_ext_set_prec	ggml_flash_attn_ext_set_prec
ggml_floor	ggml_floor
ggml_floor_inplace	ggml_floor_inplace
ggml_free	ggml_free
ggml_freeze_weights	ggml_freeze_weights
ggml_ftype_to_ggml_type	ggml_ftype_to_ggml_type
ggml_gallocr_alloc_graph	ggml_gallocr_alloc_graph
ggml_gallocr_free	ggml_gallocr_free
ggml_gallocr_get_buffer_size	ggml_gallocr_get_buffer_size
ggml_gallocr_new	ggml_gallocr_new
ggml_gallocr_new_buft	ggml_gallocr_new_buft
ggml_gallocr_reserve	ggml_gallocr_reserve
ggml_gated_linear_attn	ggml_gated_linear_attn
ggml_gated_linear_attn_back	ggml_gated_linear_attn_back
ggml_geglu	ggml_geglu
ggml_geglu_quick	ggml_geglu_quick
ggml_geglu_split	ggml_geglu_split
ggml_gelu	ggml_gelu
ggml_gelu_erf	ggml_gelu_erf
ggml_gelu_inplace	ggml_gelu_inplace
ggml_gelu_quick	ggml_gelu_quick
ggml_get_f32	ggml_get_f32
ggml_get_f32_nd	ggml_get_f32_nd
ggml_get_first_tensor	ggml_get_first_tensor
ggml_get_i32	ggml_get_i32
ggml_get_i32_nd	ggml_get_i32_nd
ggml_get_layer	ggml_get_layer
ggml_get_max_tensor_size	ggml_get_max_tensor_size
ggml_get_mem_size	ggml_get_mem_size
ggml_get_name	ggml_get_name
ggml_get_next_tensor	ggml_get_next_tensor
ggml_get_no_alloc	ggml_get_no_alloc
ggml_get_n_threads	ggml_get_n_threads
ggml_get_op_params	ggml_get_op_params
ggml_get_op_params_f32	ggml_get_op_params_f32
ggml_get_op_params_i32	ggml_get_op_params_i32
ggml_get_rel_pos	ggml_get_rel_pos
ggml_get_rows	ggml_get_rows
ggml_get_rows_back	ggml_get_rows_back
ggml_get_unary_op	ggml_get_unary_op
ggml_glu	ggml_glu
GGML_GLU_OP_GEGLU	GGML_GLU_OP_REGLU
GGML_GLU_OP_GEGLU_ERF	GGML_GLU_OP_REGLU
GGML_GLU_OP_GEGLU_QUICK	GGML_GLU_OP_REGLU
GGML_GLU_OP_REGLU	GGML_GLU_OP_REGLU
GGML_GLU_OP_SWIGLU	GGML_GLU_OP_REGLU
GGML_GLU_OP_SWIGLU_OAI	GGML_GLU_OP_REGLU
ggml_glu_split	ggml_glu_split
ggml_graph_add_node	ggml_graph_add_node
ggml_graph_clear	ggml_graph_clear
ggml_graph_compute	ggml_graph_compute
ggml_graph_compute_with_ctx	ggml_graph_compute_with_ctx
ggml_graph_cpy	ggml_graph_cpy
ggml_graph_dump_dot	ggml_graph_dump_dot
ggml_graph_dup	ggml_graph_dup
ggml_graph_expand	ggml_graph_expand
ggml_graph_get_grad	ggml_graph_get_grad
ggml_graph_get_grad_acc	ggml_graph_get_grad
ggml_graph_get_tensor	ggml_graph_get_tensor
ggml_graph_node	ggml_graph_node
ggml_graph_n_nodes	ggml_graph_n_nodes
ggml_graph_overhead	ggml_graph_overhead
ggml_graph_print	ggml_graph_print
ggml_graph_reset	ggml_graph_reset
ggml_graph_view	ggml_graph_view
ggml_group_norm	ggml_group_norm
ggml_group_norm_inplace	ggml_group_norm_inplace
ggml_gru	ggml_gru
ggml_hardsigmoid	ggml_hardsigmoid
ggml_hardswish	ggml_hardswish
ggml_im2col	ggml_im2col
ggml_init	ggml_init
ggml_init_auto	ggml_init_auto
ggml_inject	ggml_inject
ggml_inject.Seurat	ggml_inject
ggml_inject.SingleCellExperiment	ggml_inject
ggml_input	ggml_input
ggml_is_available	ggml_is_available
ggml_is_contiguous	ggml_is_contiguous
ggml_is_contiguously_allocated	ggml_is_contiguously_allocated
ggml_is_contiguous_0	ggml_is_contiguous_0
ggml_is_contiguous_1	ggml_is_contiguous_1
ggml_is_contiguous_2	ggml_is_contiguous_2
ggml_is_contiguous_channels	ggml_is_contiguous_channels
ggml_is_contiguous_rows	ggml_is_contiguous_rows
ggml_is_permuted	ggml_is_permuted
ggml_is_quantized	ggml_is_quantized
ggml_is_transposed	ggml_is_transposed
ggml_l2_norm	ggml_l2_norm
ggml_l2_norm_inplace	ggml_l2_norm_inplace
ggml_layer_add	ggml_layer_add
ggml_layer_attention	ggml_layer_attention
ggml_layer_batch_norm	ggml_layer_batch_norm
ggml_layer_concatenate	ggml_layer_concatenate
ggml_layer_conv_1d	ggml_layer_conv_1d
ggml_layer_conv_2d	ggml_layer_conv_2d
ggml_layer_custom	ggml_layer_custom
ggml_layer_dense	ggml_layer_dense
ggml_layer_dropout	ggml_layer_dropout
ggml_layer_embedding	ggml_layer_embedding
ggml_layer_flatten	ggml_layer_flatten
ggml_layer_global_average_pooling_2d	ggml_layer_global_average_pooling_2d
ggml_layer_global_max_pooling_2d	ggml_layer_global_max_pooling_2d
ggml_layer_gru	ggml_layer_gru
ggml_layer_lstm	ggml_layer_lstm
ggml_layer_max_pooling_2d	ggml_layer_max_pooling_2d
ggml_leaky_relu	ggml_leaky_relu
ggml_load_model	ggml_load_model
ggml_load_weights	ggml_load_weights
ggml_log	ggml_log
ggml_log_inplace	ggml_log_inplace
ggml_log_is_r_enabled	ggml_log_is_r_enabled
ggml_log_set_default	ggml_log_set_default
ggml_log_set_r	ggml_log_set_r
ggml_lstm	ggml_lstm
ggml_marshal_model	ggml_marshal_model
ggml_matmul	ggml_matmul
ggml_matmul_f64	ggml_matmul_f64
ggml_matrix-class	ggml_matrix-class
ggml_mean	ggml_mean
ggml_model	ggml_model
ggml_model_backend	ggml_model_backend
ggml_model_sequential	ggml_model_sequential
ggml_mul	ggml_mul
ggml_mul_inplace	ggml_mul_inplace
ggml_mul_mat	ggml_mul_mat
ggml_mul_mat_id	ggml_mul_mat_id
ggml_nbytes	ggml_nbytes
ggml_neg	ggml_neg
ggml_neg_inplace	ggml_neg_inplace
ggml_nelements	ggml_nelements
ggml_new_f32	ggml_new_f32
ggml_new_i32	ggml_new_i32
ggml_new_tensor	ggml_new_tensor
ggml_new_tensor_1d	ggml_new_tensor_1d
ggml_new_tensor_2d	ggml_new_tensor_2d
ggml_new_tensor_3d	ggml_new_tensor_3d
ggml_new_tensor_4d	ggml_new_tensor_4d
ggml_norm	ggml_norm
ggml_norm_inplace	ggml_norm_inplace
ggml_nrows	ggml_nrows
ggml_n_dims	ggml_n_dims
GGML_N_TASKS_MAX	GGML_N_TASKS_MAX
ggml_ops_registry	ggml_ops_registry
ggml_opt_alloc	ggml_opt_alloc
ggml_opt_context_optimizer_type	ggml_opt_context_optimizer_type
ggml_opt_dataset_data	ggml_opt_dataset_data
ggml_opt_dataset_free	ggml_opt_dataset_free
ggml_opt_dataset_get_batch	ggml_opt_dataset_get_batch
ggml_opt_dataset_get_batch_head	ggml_opt_dataset_get_batch_head
ggml_opt_dataset_init	ggml_opt_dataset_init
ggml_opt_dataset_labels	ggml_opt_dataset_labels
ggml_opt_dataset_ndata	ggml_opt_dataset_ndata
ggml_opt_dataset_shuffle	ggml_opt_dataset_shuffle
ggml_opt_dataset_weights	ggml_opt_dataset_weights
ggml_opt_default_params	ggml_opt_default_params
ggml_opt_epoch	ggml_opt_epoch
ggml_opt_eval	ggml_opt_eval
ggml_opt_fit	ggml_opt_fit
ggml_opt_fit_multi	ggml_opt_fit_multi
ggml_opt_free	ggml_opt_free
ggml_opt_get_lr	ggml_opt_get_lr
ggml_opt_grad_acc	ggml_opt_grad_acc
ggml_opt_init	ggml_opt_init
ggml_opt_init_for_fit	ggml_opt_init_for_fit
ggml_opt_init_for_fit_multi	ggml_opt_init_for_fit_multi
ggml_opt_inputs	ggml_opt_inputs
ggml_opt_labels	ggml_opt_labels
ggml_opt_labels_i	ggml_opt_outputs_i
ggml_opt_loss	ggml_opt_loss
ggml_opt_loss_i	ggml_opt_loss_i
ggml_opt_loss_type_binary_cross_entropy	ggml_opt_loss_type_binary_cross_entropy
ggml_opt_loss_type_cross_entropy	ggml_opt_loss_type_cross_entropy
ggml_opt_loss_type_huber	ggml_opt_loss_type_huber
ggml_opt_loss_type_mae	ggml_opt_loss_type_mae
ggml_opt_loss_type_mean	ggml_opt_loss_type_mean
ggml_opt_loss_type_mse	ggml_opt_loss_type_mse
ggml_opt_loss_type_sum	ggml_opt_loss_type_sum
ggml_opt_loss_type_weighted_mse	ggml_opt_loss_type_weighted_mse
ggml_opt_loss_weights_i	ggml_opt_outputs_i
ggml_opt_ncorrect	ggml_opt_ncorrect
ggml_opt_ncorrect_i	ggml_opt_outputs_i
ggml_opt_n_loss	ggml_opt_n_loss
ggml_opt_optimizer_name	ggml_opt_optimizer_name
ggml_opt_optimizer_type_adamw	ggml_opt_optimizer_type_adamw
ggml_opt_optimizer_type_sgd	ggml_opt_optimizer_type_sgd
ggml_opt_outputs	ggml_opt_outputs
ggml_opt_outputs_i	ggml_opt_outputs_i
ggml_opt_pred	ggml_opt_pred
ggml_opt_pred_i	ggml_opt_outputs_i
ggml_opt_prepare_alloc	ggml_opt_prepare_alloc
ggml_opt_reset	ggml_opt_reset
ggml_opt_result_accuracy	ggml_opt_result_accuracy
ggml_opt_result_accuracy_i	ggml_opt_result_loss_i
ggml_opt_result_free	ggml_opt_result_free
ggml_opt_result_init	ggml_opt_result_init
ggml_opt_result_loss	ggml_opt_result_loss
ggml_opt_result_loss_i	ggml_opt_result_loss_i
ggml_opt_result_ndata	ggml_opt_result_ndata
ggml_opt_result_n_loss	ggml_opt_result_n_loss
ggml_opt_result_pred	ggml_opt_result_pred
ggml_opt_result_reset	ggml_opt_result_reset
ggml_opt_set_lr	ggml_opt_set_lr
ggml_opt_static_graphs	ggml_opt_static_graphs
ggml_op_can_inplace	ggml_op_can_inplace
ggml_op_desc	ggml_op_desc
ggml_op_name	ggml_op_name
GGML_OP_POOL_AVG	ggml_pool_1d
GGML_OP_POOL_MAX	ggml_pool_1d
ggml_op_symbol	ggml_op_symbol
ggml_out_prod	ggml_out_prod
ggml_pad	ggml_pad
ggml_pad_reflect_1d	ggml_pad_reflect_1d
ggml_permute	ggml_permute
ggml_pool_1d	ggml_pool_1d
ggml_pool_2d	ggml_pool_2d
ggml_pop_layer	ggml_pop_layer
ggml_pp_dp_forward	ggml_pp_dp_forward
ggml_pp_forward	ggml_pp_forward
ggml_predict	ggml_predict
ggml_predict.ggml_functional_model	ggml_predict
ggml_predict.ggml_sequential_model	ggml_predict
ggml_predict_classes	ggml_predict_classes
ggml_print_mem_status	ggml_print_mem_status
ggml_print_objects	ggml_print_objects
ggml_quantize_chunk	ggml_quantize_chunk
ggml_quantize_free	ggml_quantize_free
ggml_quantize_init	ggml_quantize_init
ggml_quantize_requires_imatrix	ggml_quantize_requires_imatrix
ggml_quant_block_info	ggml_quant_block_info
ggml_reglu	ggml_reglu
ggml_reglu_split	ggml_reglu_split
ggml_relu	ggml_relu
ggml_relu_inplace	ggml_relu_inplace
ggml_repeat	ggml_repeat
ggml_repeat_back	ggml_repeat_back
ggml_reset	ggml_reset
ggml_reshape_1d	ggml_reshape_1d
ggml_reshape_2d	ggml_reshape_2d
ggml_reshape_3d	ggml_reshape_3d
ggml_reshape_4d	ggml_reshape_4d
ggml_result	ggml_result
ggml_rms_norm	ggml_rms_norm
ggml_rms_norm_back	ggml_rms_norm_back
ggml_rms_norm_inplace	ggml_rms_norm_inplace
ggml_roll	ggml_roll
ggml_rope	ggml_rope
ggml_rope_ext	ggml_rope_ext
ggml_rope_ext_back	ggml_rope_ext_back
ggml_rope_ext_inplace	ggml_rope_ext_inplace
ggml_rope_inplace	ggml_rope_inplace
ggml_rope_multi	ggml_rope_multi
ggml_rope_multi_back	ggml_rope_multi_back
ggml_rope_multi_inplace	ggml_rope_multi_inplace
GGML_ROPE_TYPE_MROPE	rope_types
GGML_ROPE_TYPE_NEOX	rope_types
GGML_ROPE_TYPE_NORM	rope_types
GGML_ROPE_TYPE_VISION	rope_types
ggml_round	ggml_round
ggml_round_inplace	ggml_round_inplace
ggml_run	ggml_run
ggml_rwkv_output	ggml_rwkv_output
ggml_rwkv_state	ggml_rwkv_output
ggml_rwkv_wkv6	ggml_rwkv_wkv6
ggml_rwkv_wkv6_back	ggml_rwkv_wkv6_back
ggml_rwkv_wkv7	ggml_rwkv_wkv7
ggml_rwkv_wkv7_back	ggml_rwkv_wkv7_back
ggml_save_model	ggml_save_model
ggml_save_weights	ggml_save_weights
ggml_scale	ggml_scale
ggml_scale_bias	ggml_scale_bias
ggml_scale_inplace	ggml_scale_inplace
GGML_SCALE_MODE_BICUBIC	ggml_upscale
GGML_SCALE_MODE_BILINEAR	ggml_upscale
GGML_SCALE_MODE_NEAREST	ggml_upscale
ggml_schedule_cosine_decay	ggml_schedule_cosine_decay
ggml_schedule_reduce_on_plateau	ggml_schedule_reduce_on_plateau
ggml_schedule_step_decay	ggml_schedule_step_decay
ggml_set	ggml_set
ggml_set_1d	ggml_set_1d
ggml_set_2d	ggml_set_2d
ggml_set_abort_callback_default	ggml_set_abort_callback_default
ggml_set_abort_callback_r	ggml_set_abort_callback_r
ggml_set_f32	ggml_set_f32
ggml_set_f32_nd	ggml_set_f32_nd
ggml_set_i32	ggml_set_i32
ggml_set_i32_nd	ggml_set_i32_nd
ggml_set_input	ggml_set_input
ggml_set_loss	ggml_set_loss
ggml_set_name	ggml_set_name
ggml_set_no_alloc	ggml_set_no_alloc
ggml_set_n_threads	ggml_set_n_threads
ggml_set_omp_threads	ggml_set_omp_threads
ggml_set_op_params	ggml_set_op_params
ggml_set_op_params_f32	ggml_set_op_params_f32
ggml_set_op_params_i32	ggml_set_op_params_i32
ggml_set_output	ggml_set_output
ggml_set_param	ggml_set_param
ggml_set_seed	ggml_set_seed
ggml_set_zero	ggml_set_zero
ggml_sgn	ggml_sgn
ggml_sigmoid	ggml_sigmoid
ggml_sigmoid_inplace	ggml_sigmoid_inplace
ggml_silu	ggml_silu
ggml_silu_back	ggml_silu_back
ggml_silu_inplace	ggml_silu_inplace
ggml_sin	ggml_sin
ggml_softplus	ggml_softplus
ggml_softplus_inplace	ggml_softplus_inplace
ggml_soft_max	ggml_soft_max
ggml_soft_max_add_sinks	ggml_soft_max_add_sinks
ggml_soft_max_ext	ggml_soft_max_ext
ggml_soft_max_ext_back	ggml_soft_max_ext_back
ggml_soft_max_ext_back_inplace	ggml_soft_max_ext_back_inplace
ggml_soft_max_ext_inplace	ggml_soft_max_ext_inplace
ggml_soft_max_inplace	ggml_soft_max_inplace
GGML_SORT_ORDER_ASC	GGML_SORT_ORDER_ASC
GGML_SORT_ORDER_DESC	GGML_SORT_ORDER_ASC
ggml_sqr	ggml_sqr
ggml_sqrt	ggml_sqrt
ggml_sqrt_inplace	ggml_sqrt_inplace
ggml_sqr_inplace	ggml_sqr_inplace
ggml_ssm_conv	ggml_ssm_conv
ggml_ssm_conv_back	ggml_ssm_conv_back
ggml_ssm_scan	ggml_ssm_scan
ggml_ssm_scan_back	ggml_ssm_scan_back
ggml_ssm_scan_output	ggml_ssm_scan_output
ggml_ssm_scan_state	ggml_ssm_scan_output
ggml_step	ggml_step
ggml_sub	ggml_sub
ggml_sub_inplace	ggml_sub_inplace
ggml_sum	ggml_sum
ggml_sum_rows	ggml_sum_rows
ggml_swiglu	ggml_swiglu
ggml_swiglu_split	ggml_swiglu_split
ggml_tanh	ggml_tanh
ggml_tanh_inplace	ggml_tanh_inplace
ggml_task	ggml_task
ggml_tcrossprod	ggml_tcrossprod
ggml_tensor_copy	ggml_tensor_copy
ggml_tensor_data_ptr	ggml_tensor_data_ptr
ggml_tensor_nb	ggml_tensor_nb
ggml_tensor_num	ggml_tensor_num
ggml_tensor_overhead	ggml_tensor_overhead
ggml_tensor_set_f32_scalar	ggml_tensor_set_f32_scalar
ggml_tensor_shape	ggml_tensor_shape
ggml_tensor_type	ggml_tensor_type
ggml_test	ggml_test
ggml_test_adamw_steps	ggml_test_adamw_steps
ggml_test_backend_ops	ggml_test_backend_ops
ggml_timestep_embedding	ggml_timestep_embedding
ggml_time_init	ggml_time_init
ggml_time_ms	ggml_time_ms
ggml_time_us	ggml_time_us
ggml_top_k	ggml_top_k
ggml_tp_dp_forward	ggml_tp_dp_forward
ggml_training_history	ggml_training_history
ggml_transpose	ggml_transpose
GGML_TYPE_BF16	GGML_TYPE_F32
GGML_TYPE_F16	GGML_TYPE_F32
GGML_TYPE_F32	GGML_TYPE_F32
GGML_TYPE_I32	GGML_TYPE_F32
ggml_type_name	ggml_type_name
GGML_TYPE_Q2_K	GGML_TYPE_F32
GGML_TYPE_Q3_K	GGML_TYPE_F32
GGML_TYPE_Q4_0	GGML_TYPE_F32
GGML_TYPE_Q4_1	GGML_TYPE_F32
GGML_TYPE_Q4_K	GGML_TYPE_F32
GGML_TYPE_Q5_K	GGML_TYPE_F32
GGML_TYPE_Q6_K	GGML_TYPE_F32
GGML_TYPE_Q8_0	GGML_TYPE_F32
ggml_type_size	ggml_type_size
ggml_type_sizef	ggml_type_sizef
ggml_unary_op_name	ggml_unary_op_name
ggml_unfreeze_weights	ggml_unfreeze_weights
ggml_unmarshal_model	ggml_unmarshal_model
ggml_upscale	ggml_upscale
ggml_used_mem	ggml_used_mem
ggml_version	ggml_version
ggml_view_1d	ggml_view_1d
ggml_view_2d	ggml_view_2d
ggml_view_3d	ggml_view_3d
ggml_view_4d	ggml_view_4d
ggml_view_tensor	ggml_view_tensor
ggml_vulkan_available	ggml_vulkan_available
ggml_vulkan_backend_name	ggml_vulkan_backend_name
ggml_vulkan_device_caps	ggml_vulkan_device_caps
ggml_vulkan_device_count	ggml_vulkan_device_count
ggml_vulkan_device_description	ggml_vulkan_device_description
ggml_vulkan_device_groups	ggml_vulkan_device_groups
ggml_vulkan_device_memory	ggml_vulkan_device_memory
ggml_vulkan_free	ggml_vulkan_free
ggml_vulkan_hard_exit_available	ggml_vulkan_hard_exit_available
ggml_vulkan_init	ggml_vulkan_init
ggml_vulkan_is_backend	ggml_vulkan_is_backend
ggml_vulkan_list_devices	ggml_vulkan_list_devices
ggml_vulkan_p2p_selftest	ggml_vulkan_p2p_selftest
ggml_vulkan_shutdown	ggml_vulkan_shutdown
ggml_vulkan_split_buffer_type	ggml_vulkan_split_buffer_type
ggml_vulkan_split_mul_mat	ggml_vulkan_split_mul_mat
ggml_vulkan_split_row_ranges	ggml_vulkan_split_row_ranges
ggml_vulkan_stage_handoff	ggml_vulkan_stage_handoff
ggml_vulkan_status	ggml_vulkan_status
ggml_win_part	ggml_win_part
ggml_win_unpart	ggml_win_unpart
ggml_with_temp_ctx	ggml_with_temp_ctx
gguf_free	gguf_free
gguf_load	gguf_load
gguf_metadata	gguf_metadata
gguf_tensor_data	gguf_tensor_data
gguf_tensor_info	gguf_tensor_info
gguf_tensor_names	gguf_tensor_names
glance.ggmlr_parsnip_model	glance.ggmlr_parsnip_model
iq2xs_free_impl	iq2xs_free_impl
iq2xs_init_impl	iq2xs_init_impl
iq3xs_free_impl	iq3xs_free_impl
iq3xs_init_impl	iq3xs_init_impl
is_ag_tensor	is_ag_tensor
lr_scheduler_cosine	lr_scheduler_cosine
lr_scheduler_cyclic	lr_scheduler_cyclic
lr_scheduler_onecycle	lr_scheduler_onecycle
lr_scheduler_step	lr_scheduler_step
lr_scheduler_warmup_cosine	lr_scheduler_warmup_cosine
nn_apply_activation	nn_apply_activation
nn_bn_normalize_conv	nn_bn_normalize_conv
nn_build_batch_norm	nn_build_batch_norm
nn_build_conv_1d	nn_build_conv_1d
nn_build_conv_2d	nn_build_conv_2d
nn_build_dense	nn_build_dense
nn_build_dropout	nn_build_dropout
nn_build_embedding	nn_build_embedding
nn_build_flatten	nn_build_flatten
nn_build_functional_graph	nn_build_functional_graph
nn_build_functional_node	nn_build_functional_node
nn_build_global_average_pooling_2d	nn_build_global_average_pooling_2d
nn_build_global_max_pooling_2d	nn_build_global_max_pooling_2d
nn_build_graph	nn_build_graph
nn_build_gru	nn_build_gru
nn_build_layer	nn_build_layer
nn_build_lstm	nn_build_lstm
nn_build_max_pooling_2d	nn_build_max_pooling_2d
nn_count_layer_params	nn_count_layer_params
nn_functional_graph_size	nn_functional_graph_size
nn_functional_output_shape	nn_functional_output_shape
nn_functional_weight_elements	nn_functional_weight_elements
nn_gru_step	nn_gru_step
nn_infer_shapes	nn_infer_shapes
nn_init_glorot_uniform	nn_init_glorot_uniform
nn_init_he_uniform	nn_init_he_uniform
nn_init_recurrent_uniform	nn_init_recurrent_uniform
nn_init_zeros	nn_init_zeros
nn_lstm_step	nn_lstm_step
nn_topo_sort	nn_topo_sort
onnx_device_info	onnx_device_info
onnx_inputs	onnx_inputs
onnx_load	onnx_load
onnx_run	onnx_run
onnx_summary	onnx_summary
optimizer_adam	optimizer_adam
optimizer_sgd	optimizer_sgd
plot.ggml_history	plot.ggml_history
predict.ggml_functional_model	predict.ggml_sequential_model
predict.ggml_sequential_model	predict.ggml_sequential_model
predict.onnx_model	predict.onnx_model
print.ag_tensor	print.ag_tensor
print.ggml_functional_model	print.ggml_functional_model
print.ggml_history	print.ggml_history
print.ggml_sequential_model	print.ggml_sequential_model
print.onnx_model	print.onnx_model
pth_catalogue	pth_catalogue
pth_load	pth_load
pt_cube4_layout	pt_cube4_layout
pt_forward	pt_forward
pt_transformer	pt_transformer
pt_transformer_load	pt_transformer_load
quantize_iq1_m	quantize_iq2_xxs
quantize_iq1_s	quantize_iq2_xxs
quantize_iq2_s	quantize_iq2_xxs
quantize_iq2_xs	quantize_iq2_xxs
quantize_iq2_xxs	quantize_iq2_xxs
quantize_iq3_s	quantize_iq2_xxs
quantize_iq3_xxs	quantize_iq2_xxs
quantize_iq4_nl	quantize_iq2_xxs
quantize_iq4_xs	quantize_iq2_xxs
quantize_mxfp4	quantize_mxfp4
quantize_nvfp4	quantize_nvfp4
quantize_q1_0	quantize_q1_0
quantize_q2_K	quantize_q2_K
quantize_q3_K	quantize_q2_K
quantize_q4_0	quantize_q4_0
quantize_q4_1	quantize_q4_0
quantize_q4_K	quantize_q2_K
quantize_q5_0	quantize_q4_0
quantize_q5_1	quantize_q4_0
quantize_q5_K	quantize_q2_K
quantize_q6_K	quantize_q2_K
quantize_q8_0	quantize_q4_0
quantize_row_iq2_s_ref	quantize_row_iq3_xxs_ref
quantize_row_iq3_s_ref	quantize_row_iq3_xxs_ref
quantize_row_iq3_xxs_ref	quantize_row_iq3_xxs_ref
quantize_row_iq4_nl_ref	quantize_row_iq3_xxs_ref
quantize_row_iq4_xs_ref	quantize_row_iq3_xxs_ref
quantize_row_mxfp4_ref	quantize_row_mxfp4_ref
quantize_row_nvfp4_ref	quantize_row_nvfp4_ref
quantize_row_q1_0_ref	quantize_row_q1_0_ref
quantize_row_q2_K_ref	quantize_row_q2_K_ref
quantize_row_q3_K_ref	quantize_row_q2_K_ref
quantize_row_q4_0_ref	quantize_row_q4_0_ref
quantize_row_q4_1_ref	quantize_row_q4_0_ref
quantize_row_q4_K_ref	quantize_row_q2_K_ref
quantize_row_q5_0_ref	quantize_row_q4_0_ref
quantize_row_q5_1_ref	quantize_row_q4_0_ref
quantize_row_q5_K_ref	quantize_row_q2_K_ref
quantize_row_q6_K_ref	quantize_row_q2_K_ref
quantize_row_q8_0_ref	quantize_row_q4_0_ref
quantize_row_q8_1_ref	quantize_row_q4_0_ref
quantize_row_q8_K_ref	quantize_row_q2_K_ref
quantize_row_tq1_0_ref	quantize_row_tq1_0_ref
quantize_row_tq2_0_ref	quantize_row_tq1_0_ref
quantize_tq1_0	quantize_tq1_0
quantize_tq2_0	quantize_tq1_0
reexports	reexports
rope_types	rope_types
RunGGML	RunGGML
RunGGML.default	RunGGML
RunGGML.Seurat	RunGGML
RunGGML.SingleCellExperiment	RunGGML
show,ggml_matrix-method	ggml_matrix-class
slice_first_dim	slice_first_dim
summary.ggml_sequential_model	summary.ggml_sequential_model
tcrossprod,ggml_matrix-method	ggml_matrix-class
tidy.ggmlr_parsnip_model	tidy.ggmlr_parsnip_model
with_grad_tape	with_grad_tape
