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Functions5,971 in github.com/UbiquitousLearning/mllm

⨍ Functions 5,971◇ Types & classes 1,855↳ Endpoints 4
↓ 1 callersFunction_mllm_dbg_split_args_name
mllm/utils/Dbg.hpp:33
↓ 1 callersFunction_mllm_gemm_q4_0_4x4_q8_0_bias
mllm/backends/cpu/kernels/arm/linear/ggml/gemm_aarch64.cpp:1689
↓ 1 callersFunction_mllm_gemm_q4_0_4x8_q8_0_bias
mllm/backends/cpu/kernels/arm/linear/ggml/gemm_aarch64.cpp:2715
↓ 1 callersFunction_mllm_gemm_q4_0_8x8_q8_0_bias
mllm/backends/cpu/kernels/arm/linear/ggml/gemm_aarch64.cpp:3683
↓ 1 callersFunction_mllm_gemv_q4_0_4x4_q8_0_bias
mllm/backends/cpu/kernels/arm/linear/ggml/gemm_aarch64.cpp:496
↓ 1 callersFunction_mllm_gemv_q4_0_4x8_q8_0_bias
mllm/backends/cpu/kernels/arm/linear/ggml/gemm_aarch64.cpp:747
↓ 1 callersFunction_mllm_gemv_q4_0_8x8_q8_0_bias
mllm/backends/cpu/kernels/arm/linear/ggml/gemm_aarch64.cpp:1013
↓ 1 callersFunction_normalize_jit_template_args
( args: ( MLLM_KERNEL_TEMPLATE_TYPE | List[MLLM_KERNEL_TEMPLATE_TYPE] | Tuple[MLLM
mllm-kernel/mllm_kernel/jit_utils/compile.py:258
↓ 1 callersFunction_parse_nvcc_cuda_version
(raw: str | None)
mllm-kernel/mllm_kernel/__main__.py:176
↓ 1 callersFunction_parse_nvidia_smi_driver_cuda_version
( raw: str | None, )
mllm-kernel/mllm_kernel/__main__.py:185
↓ 1 callersMethod_raw_data
mllm/utils/SymbolTable.hpp:65
↓ 1 callersFunction_resolve_cache_directory
( info: dict[str, object], target_device: str, )
mllm-kernel/mllm_kernel/__main__.py:293
↓ 1 callersFunction_resolve_highway_include_path
Resolve the path to Highway headers. Search order: 1. Installed package include directory 2. System include paths 3. CPM cache d
mllm-kernel/mllm_kernel/jit_utils/compile.py:70
↓ 1 callersFunction_resolve_target_device
( device: Literal["auto", "cpu", "cuda"], call_args: Tuple[Any, ...], call_kwargs: dict[str, Any],
mllm-kernel/mllm_kernel/jit_utils/compile.py:287
↓ 1 callersFunction_sanitize_cache_name
(name: str)
mllm-kernel/mllm_kernel/__main__.py:280
↓ 1 callersFunction_sanitize_cache_name
(name: str)
mllm-kernel/mllm_kernel/jit_utils/compile.py:231
↓ 1 callersMethod_start_shell
Starts the underlying 'adb shell' process.
pymllm/utils/adb.py:47
↓ 1 callersMethodaccess
mllm/engine/prefix_cache/ZenFS.cpp:616
↓ 1 callersMethodacquireTaskSlot
mllm/engine/HpcThreadPool.cpp:51
↓ 1 callersMethodactivate
mllm/engine/HpcThreadPool.cpp:21
↓ 1 callersMethodaddNode
mllm/backends/qnn/QNNModel.cpp:205
↓ 1 callersMethodaddNode
mllm/backends/qnn/passes/CustomOpPatterns.cpp:12
↓ 1 callersMethodaddNode
mllm/backends/qnn/op/QNNX2XOp.cpp:32
↓ 1 callersMethodaddOperation
mllm/backends/qnn/aot/QnnWrappersAPI.cpp:328
↓ 1 callersFunctionanotherFunction
examples/tracy_example/main.cpp:10
↓ 1 callersMethodappendMessage
* Append a new message */
mllm/models/deepseek_ocr/conversation_preprocess.hpp:135
↓ 1 callersFunctionapply_sinc_resample_kernel
mllm/preprocessor/audio/Audio.cpp:327
↓ 1 callersMethodargsort
mllm/core/Tensor.cpp:397
↓ 1 callersFunctionasciiTitleLines
Get the number of lines in the ASCII title
mllm-cli/tui/welcome.go:32
↓ 1 callersMethodasyncReceive
mllm/engine/io/CpuMemoryDiskDispatcher.cpp:51
↓ 1 callersMethodbegin
mllm/models/minicpm_o2_6/streaming_generation.hpp:169
↓ 1 callersFunctionbfloat16_
()
pymllm/ffi/__init__.py:63
↓ 1 callersMethodbias
mllm/nn/layers/Linear.cpp:21
↓ 1 callersFunctionbool_
()
pymllm/ffi/__init__.py:102
↓ 1 callersFunctionbroadcastShapes
mllm/core/aops/CmpOp.cpp:10
↓ 1 callersMethodbuild
mllm/backends/opencl/vendors/OpenCL-Headers/CL/opencl.hpp:6960
↓ 1 callersMethodbuildChatMessage
mllm/models/minicpm_o2_6/tokenization_minicpmo.hpp:163
↓ 1 callersFunctionbuild_composition_table
Build composition table by reverse-engineering the NFD data
mllm/preprocessor/tokenizers/llama_cpp_unicode/unicode.cpp:871
↓ 1 callersFunctionbytes_from_nibbles_32
Unpack 32 4-bit fields into 32 bytes The output vector contains 32 bytes, each one in [ 0 .. 15 ] interval
mllm/backends/cpu/kernels/common/ggml/vec_dot.hpp:244
↓ 1 callersMethodc
mllm/preprocessor/visual/Image.cpp:107
↓ 1 callersMethodcacheInputOutputTensor
mllm/compile/ir/Node.cpp:266
↓ 1 callersMethodcalcAudioBounds
Calculate audio bounds in token sequence Similar to calculate_image_bounds in tokenization
mllm/models/minicpm_o2_6/audio_preprocessor_minicpmo.hpp:329
↓ 1 callersMethodcalc_bounds
mllm/models/minicpm_o2_6/image_preprocessor_minicpmo.hpp:226
↓ 1 callersMethodcalibrate
Perform calibration using Wikipedia dataset (PTQ) :param num_samples: Number of samples for calibration :param max_seq_length
pymllm/backends/qualcomm/transformers/qwen3/runner.py:277
↓ 1 callersMethodcalibrate
Perform calibration using Wikipedia dataset (PTQ) :param num_samples: Number of samples for calibration :param max_seq_length
pymllm/backends/qualcomm/transformers/qwen2/runner.py:264
↓ 1 callersMethodcalibrate
Perform calibration using Wikipedia dataset (PTQ) :param num_samples: Number of samples for calibration :param max_seq_length
pymllm/backends/qualcomm/transformers/llama/runner.py:261
↓ 1 callersFunctioncall_elewise_add_scalar_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:53
↓ 1 callersFunctioncall_elewise_div_scalar_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:65
↓ 1 callersFunctioncall_elewise_mul_scalar_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:61
↓ 1 callersFunctioncall_elewise_sub_scalar_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:57
↓ 1 callersFunctioncall_fill_arange_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:186
↓ 1 callersFunctioncall_fill_arange_i16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:201
↓ 1 callersFunctioncall_fill_arange_i32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:189
↓ 1 callersFunctioncall_fill_arange_i64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:195
↓ 1 callersFunctioncall_fill_arange_i8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:207
↓ 1 callersFunctioncall_fill_arange_u16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:204
↓ 1 callersFunctioncall_fill_arange_u32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:192
↓ 1 callersFunctioncall_fill_arange_u64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:198
↓ 1 callersFunctioncall_fill_arange_u8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:210
↓ 1 callersFunctioncall_fill_ones_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:117
↓ 1 callersFunctioncall_fill_ones_fp64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:118
↓ 1 callersFunctioncall_fill_ones_i16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:123
↓ 1 callersFunctioncall_fill_ones_i32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:119
↓ 1 callersFunctioncall_fill_ones_i64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:121
↓ 1 callersFunctioncall_fill_ones_i8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:125
↓ 1 callersFunctioncall_fill_ones_u16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:124
↓ 1 callersFunctioncall_fill_ones_u32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:120
↓ 1 callersFunctioncall_fill_ones_u64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:122
↓ 1 callersFunctioncall_fill_ones_u8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:126
↓ 1 callersFunctioncall_fill_random_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:227
↓ 1 callersFunctioncall_fill_random_i16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:242
↓ 1 callersFunctioncall_fill_random_i32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:230
↓ 1 callersFunctioncall_fill_random_i64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:236
↓ 1 callersFunctioncall_fill_random_i8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:248
↓ 1 callersFunctioncall_fill_random_u16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:245
↓ 1 callersFunctioncall_fill_random_u32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:233
↓ 1 callersFunctioncall_fill_random_u64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:239
↓ 1 callersFunctioncall_fill_random_u8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:251
↓ 1 callersFunctioncall_fill_value_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:142
↓ 1 callersFunctioncall_fill_value_fp64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:145
↓ 1 callersFunctioncall_fill_value_i16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:160
↓ 1 callersFunctioncall_fill_value_i32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:148
↓ 1 callersFunctioncall_fill_value_i64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:154
↓ 1 callersFunctioncall_fill_value_i8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:166
↓ 1 callersFunctioncall_fill_value_u16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:163
↓ 1 callersFunctioncall_fill_value_u32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:151
↓ 1 callersFunctioncall_fill_value_u64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:157
↓ 1 callersFunctioncall_fill_value_u8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:169
↓ 1 callersFunctioncall_fill_zeros_fp32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:92
↓ 1 callersFunctioncall_fill_zeros_fp64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:93
↓ 1 callersFunctioncall_fill_zeros_i16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:98
↓ 1 callersFunctioncall_fill_zeros_i32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:94
↓ 1 callersFunctioncall_fill_zeros_i64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:96
↓ 1 callersFunctioncall_fill_zeros_i8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:100
↓ 1 callersFunctioncall_fill_zeros_u16
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:99
↓ 1 callersFunctioncall_fill_zeros_u32
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:95
↓ 1 callersFunctioncall_fill_zeros_u64
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:97
↓ 1 callersFunctioncall_fill_zeros_u8
mllm/backends/cpu/kernels/common/kernel_dispatch.cpp:101
↓ 1 callersFunctioncall_vector_dot_product_fp32_fp32_fp32
mllm/backends/cpu/kernels/common/fa2_1/impl-any-simd-inst.cpp:32
↓ 1 callersFunctioncanonical_order
Apply canonical ordering using bubble sort (simple but correct)
mllm/preprocessor/tokenizers/llama_cpp_unicode/unicode.cpp:854
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