path	# lines of code
include/SIMD.h	470
include/BinAlgo.h	64
include/Algo-Direct2.h	215
include/AlgoXCodes.h	23
include/Portable.h	157
include/Algo-Direct-Common.h	281
include/AAlloc.h	63
include/Type.h	171
include/BinSearch.h	7
scripts/stale.py	33
benchmarking/switchback/info_a100_py2.jsonl	60
benchmarking/switchback/make_plot_with_jsonl.py	126
benchmarking/switchback/speed_benchmark.py	134
csrc/cpu_ops.h	7
csrc/common.h	18
csrc/common.cpp	18
csrc/cpu_ops.cpp	48
csrc/pythonInterface.cpp	314
csrc/kernels.cuh	99
csrc/ops.cuh	157
csrc/kernels.cu	3505
csrc/mps_ops.h	1
csrc/ops.cu	740
csrc/mps_kernels.metal	103
csrc/mps_ops.mm	54
pyproject.toml	54
setup.py	36
bitsandbytes/autograd/_functions.py	420
bitsandbytes/autograd/__init__.py	1
bitsandbytes/cextension.py	67
bitsandbytes/__main__.py	3
bitsandbytes/optim/adagrad.py	116
bitsandbytes/optim/__init__.py	16
bitsandbytes/optim/lion.py	162
bitsandbytes/optim/adam.py	322
bitsandbytes/optim/rmsprop.py	98
bitsandbytes/optim/optimizer.py	532
bitsandbytes/optim/lars.py	169
bitsandbytes/optim/sgd.py	89
bitsandbytes/optim/lamb.py	95
bitsandbytes/optim/adamw.py	178
bitsandbytes/__init__.py	17
bitsandbytes/functional.py	2202
bitsandbytes/diagnostics/__init__.py	1
bitsandbytes/diagnostics/main.py	64
bitsandbytes/diagnostics/utils.py	7
bitsandbytes/diagnostics/cuda.py	109
bitsandbytes/research/autograd/_functions.py	274
bitsandbytes/research/autograd/__init__.py	1
bitsandbytes/research/__init__.py	6
bitsandbytes/research/nn/__init__.py	1
bitsandbytes/research/nn/modules.py	63
bitsandbytes/cuda_specs.py	27
bitsandbytes/utils.py	126
bitsandbytes/nn/__init__.py	18
bitsandbytes/nn/modules.py	541
bitsandbytes/nn/triton_based_modules.py	178
bitsandbytes/triton/dequantize_rowwise.py	53
bitsandbytes/triton/quantize_rowwise.py	55
bitsandbytes/triton/__init__.py	1
bitsandbytes/triton/int8_matmul_rowwise_dequantize.py	171
bitsandbytes/triton/triton_utils.py	3
bitsandbytes/triton/quantize_global.py	105
bitsandbytes/triton/int8_matmul_mixed_dequantize.py	171
bitsandbytes/triton/quantize_columnwise_and_transpose.py	63
bitsandbytes/consts.py	10
install_cuda.py	83
check_bnb_install.py	14
_typos.toml	8