[BUG] Installation README instructions not working #33
Description
Required prerequisites
- I have read the documentation https://tilelang.com.
- I have searched the Issue Tracker that this hasn't already been reported. (comment there if it has.)
What version of TileLang are you using?
x.x.x
System information
I am testing inside a docker: nvcr.io/nvidia/pytorch:25.03-py3
Collecting PyTorch environment information...
----------------------------------------------------
Collecting environment information...
PyTorch version: 2.7.0a0+7c8ec84dab.nv25.03
Is debug build: False
CUDA used to build PyTorch: 12.8
ROCM used to build PyTorch: N/A
OS: Ubuntu 24.04.1 LTS (x86_64)
GCC version: (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
Clang version: Could not collect
CMake version: version 3.31.6
Libc version: glibc-2.39
Python version: 3.12.3 (main, Feb 4 2025, 14:48:35) [GCC 13.3.0] (64-bit runtime)
Python platform: Linux-6.8.0-86-generic-x86_64-with-glibc2.39
Is CUDA available: True
CUDA runtime version: 12.8.93
CUDA_MODULE_LOADING set to: LAZY
GPU models and configuration: GPU 0: NVIDIA L40S
Nvidia driver version: 550.144.03
cuDNN version: Probably one of the following:
/usr/lib/x86_64-linux-gnu/libcudnn.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_adv.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_cnn.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_engines_precompiled.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_engines_runtime_compiled.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_graph.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_heuristic.so.9.8.0
/usr/lib/x86_64-linux-gnu/libcudnn_ops.so.9.8.0
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True
CPU:
Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 52 bits physical, 57 bits virtual
Byte Order: Little Endian
CPU(s): 128
On-line CPU(s) list: 0-127
Vendor ID: GenuineIntel
Model name: Intel(R) Xeon(R) Platinum 8358 CPU @ 2.60GHz
CPU family: 6
Model: 106
Thread(s) per core: 2
Core(s) per socket: 32
Socket(s): 2
Stepping: 6
CPU(s) scaling MHz: 40%
CPU max MHz: 3400.0000
CPU min MHz: 800.0000
BogoMIPS: 5200.00
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 intel_ppin ssbd mba ibrs ibpb stibp ibrs_enhanced tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb intel_pt avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local split_lock_detect wbnoinvd dtherm ida arat pln pts vnmi avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg tme avx512_vpopcntdq la57 rdpid fsrm md_clear pconfig flush_l1d arch_capabilities
Virtualization: VT-x
L1d cache: 3 MiB (64 instances)
L1i cache: 2 MiB (64 instances)
L2 cache: 80 MiB (64 instances)
L3 cache: 96 MiB (2 instances)
NUMA node(s): 2
NUMA node0 CPU(s): 0-31,64-95
NUMA node1 CPU(s): 32-63,96-127
Vulnerability Gather data sampling: Mitigation; Microcode
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Mitigation; Clear CPU buffers; SMT vulnerable
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Enhanced / Automatic IBRS; IBPB conditional; RSB filling; PBRSB-eIBRS SW sequence; BHI SW loop, KVM SW loop
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Not affected
Versions of relevant libraries:
[pip3] mypy-extensions==1.0.0
[pip3] numpy==1.26.4
[pip3] nvidia-cudnn-frontend==1.10.0
[pip3] nvtx==0.2.11
[pip3] onnx==1.17.0
[pip3] optree==0.14.1
[pip3] pynvjitlink==0.3.0
[pip3] pytorch-triton==3.2.0+gitb2684bf3b.nvinternal
[pip3] torch==2.7.0a0+7c8ec84dab.nv25.3
[pip3] torch-geometric==2.6.1
[pip3] torch_tensorrt==2.7.0a0
[pip3] torchprofile==0.0.4
[pip3] torchvision==0.22.0a0
[conda] Could not collect
Done.
Problem description
Hi,
I am following installation steps from this readme (https://github.com/tile-ai/tilescale/blob/main/docs/get_started/Installation.md). But I am getting below issues.
Issue1: during pip install -e . --no-build-isolation
Output error log:
DEPRECATION: Loading egg at /usr/local/lib/python3.12/dist-packages/dill-0.3.9-py3.12.egg is deprecated. pip 25.1 will enforce this behaviour change. A possible replacement is to use pip for package installation. Discussion can be found at https://github.com/pypa/pip/issues/12330
DEPRECATION: Loading egg at /usr/local/lib/python3.12/dist-packages/lightning_utilities-0.14.0-py3.12.egg is deprecated. pip 25.1 will enforce this behaviour change. A possible replacement is to use pip for package installation. Discussion can be found at https://github.com/pypa/pip/issues/12330
DEPRECATION: Loading egg at /usr/local/lib/python3.12/dist-packages/nvfuser-0.2.26a0+c5e1555-py3.12-linux-x86_64.egg is deprecated. pip 25.1 will enforce this behaviour change. A possible replacement is to use pip for package installation. Discussion can be found at https://github.com/pypa/pip/issues/12330
DEPRECATION: Loading egg at /usr/local/lib/python3.12/dist-packages/looseversion-1.3.0-py3.12.egg is deprecated. pip 25.1 will enforce this behaviour change. A possible replacement is to use pip for package installation. Discussion can be found at https://github.com/pypa/pip/issues/12330
DEPRECATION: Loading egg at /usr/local/lib/python3.12/dist-packages/opt_einsum-3.4.0-py3.12.egg is deprecated. pip 25.1 will enforce this behaviour change. A possible replacement is to use pip for package installation. Discussion can be found at https://github.com/pypa/pip/issues/12330
DEPRECATION: Loading egg at /usr/local/lib/python3.12/dist-packages/lightning_thunder-0.2.2.dev0-py3.12.egg is deprecated. pip 25.1 will enforce this behaviour change. A possible replacement is to use pip for package installation. Discussion can be found at https://github.com/pypa/pip/issues/12330
Obtaining file:///home/tilescale
Checking if build backend supports build_editable ... done
ERROR: Exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/cli/base_command.py", line 106, in _run_wrapper
status = _inner_run()
^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/cli/base_command.py", line 97, in _inner_run
return self.run(options, args)
^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/cli/req_command.py", line 67, in wrapper
return func(self, options, args)
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/commands/install.py", line 386, in run
requirement_set = resolver.resolve(
^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/resolver.py", line 76, in resolve
collected = self.factory.collect_root_requirements(root_reqs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/factory.py", line 545, in collect_root_requirements
reqs = list(
^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/factory.py", line 501, in _make_requirements_from_install_req
cand = self._make_base_candidate_from_link(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/factory.py", line 212, in _make_base_candidate_from_link
self._editable_candidate_cache[link] = EditableCandidate(
^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 329, in __init__
super().__init__(
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 159, in __init__
self.dist = self._prepare()
^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 236, in _prepare
dist = self._prepare_distribution()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 339, in _prepare_distribution
return self._factory.preparer.prepare_editable_requirement(self._ireq)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/operations/prepare.py", line 698, in prepare_editable_requirement
dist = _get_prepared_distribution(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/operations/prepare.py", line 72, in _get_prepared_distribution
abstract_dist.prepare_distribution_metadata(
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/distributions/sdist.py", line 69, in prepare_distribution_metadata
self.req.prepare_metadata()
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/req/req_install.py", line 567, in prepare_metadata
and self.supports_pyproject_editable
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/functools.py", line 995, in __get__
val = self.func(instance)
^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_internal/req/req_install.py", line 258, in supports_pyproject_editable
return "build_editable" in self.pep517_backend._supported_features()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_vendor/pyproject_hooks/_impl.py", line 180, in _supported_features
return self._call_hook("_supported_features", {})
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pip/_vendor/pyproject_hooks/_impl.py", line 402, in _call_hook
raise BackendUnavailable(
pip._vendor.pyproject_hooks._impl.BackendUnavailable: Cannot import 'scikit_build_core.build'
Fix suggestion from chatgpt:
pip install -U pip setuptools wheel scikit-build-core cmake ninja
Issue2:
When retrying the same pip install -e . --no-build-isolation
Output error log:
/home/tilescale/build/tilelang_cython_wrapper.cpp:1356:52: note: in expansion of macro ‘__Pyx_PyLong_DigitCount’
1356 | ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
| ^~~~~~~~~~~~~~~~~~~~~~~
/home/tilescale/build/tilelang_cython_wrapper.cpp:18018:21: note: in expansion of macro ‘__Pyx_PyLong_SignedDigitCount’
18018 | switch (__Pyx_PyLong_SignedDigitCount(x)) {
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/usr/include/python3.12/pytypedefs.h:19:16: note: forward declaration of ‘PyLongObject’ {aka ‘struct _longobject’}
19 | typedef struct _longobject PyLongObject;
| ^~~~~~~~~~~
/home/tilescale/build/tilelang_cython_wrapper.cpp:18020:52: error: ‘PyLong_SHIFT’ was not declared in this scope
18020 | if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) {
| ^~~~~~~~~~~~
/home/tilescale/build/tilelang_cython_wrapper.cpp:18022:91: error: ‘digits’ was not declared in this scope
…
…
…
…
[125/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/tir/op/op.cc.o
[126/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/tir/schedule/primitive/layout_transformation.cc.o
[127/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/tir/schedule/schedule.cc.o
[128/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/tir/schedule/primitive/loop_transformation.cc.o
[129/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/topi/broadcast.cc.o
[130/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/tir/schedule/primitive/cache_read_write.cc.o
[131/249] Building CXX object tvm/CMakeFiles/tvm_objs.dir/src/tir/ir/py_functor.cc.o
ninja: build stopped: subcommand failed.
*** CMake build failed
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building editable for tilelang
Building wheel for tilescale_ext (pyproject.toml) ... done
Created wheel for tilescale_ext: filename=tilescale_ext-0.1.0-cp312-cp312-linux_x86_64.whl size=5181406 sha256=2720e9e2b8d85a3da38676356727ac71bc0e4fbceebcc9b5ac0a3dc5be58e922
Stored in directory: /tmp/pip-ephem-wheel-cache-1c4byq2h/wheels/b8/b9/68/17f0a0a393955fac06c91002912b1e418c97529411068ed326
Successfully built tilescale_ext
Failed to build tilelang
ERROR: Failed to build installable wheels for some pyproject.toml based projects (tilelang)
Reproducible example code
# Clone the Repository:
git clone --recursive https://github.com/tile-ai/tilescale
cd tilescale
# Install Project:
pip install -e . --no-build-isolationTraceback
Expected behavior
No response
Additional context
No response