[ROCm] Error during pip installation

[tdavie]

Attempting installation on a gfx908 machine with rocm 6.2.

$ pip install --no-build-isolation mamba-ssm
Collecting mamba-ssm
  Using cached mamba_ssm-2.2.4.tar.gz (91 kB)
  Preparing metadata (pyproject.toml) ... error
  error: subprocess-exited-with-error

  × Preparing metadata (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [31 lines of output]


      torch.__version__  = 2.5.1+rocm6.2


      Traceback (most recent call last):
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
          main()
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 149, in prepare_metadata_for_build_wheel
          return hook(metadata_directory, config_settings)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/setuptools/build_meta.py", line 368, in prepare_metadata_for_build_wheel
          self.run_setup()
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/setuptools/build_meta.py", line 313, in run_setup
          exec(code, locals())
        File "<string>", line 237, in <module>
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 1100, in CUDAExtension
          hipify_result = hipify_python.hipify(
                          ^^^^^^^^^^^^^^^^^^^^^
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py", line 1150, in hipify
          preprocess_file_and_save_result(output_directory, filepath, all_files, header_include_dirs,
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py", line 206, in preprocess_file_and_save_result
          result = preprocessor(output_directory, filepath, all_files, header_include_dirs, stats,
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/nvme/Zonos/venv/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py", line 826, in preprocessor
          with open(fin_path, encoding='utf-8') as fin:
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      FileNotFoundError: [Errno 2] No such file or directory: '/tmp/pip-install-ib40mp7y/mamba-ssm_f56621f6ead442b998db96f971296a68/csrc/selective_scan/selective_scan.cpp'
      [end of output]

rocminfo

ROCk module version 6.8.5 is loaded
=====================
HSA System Attributes
=====================
Runtime Version:         1.14
Runtime Ext Version:     1.6
System Timestamp Freq.:  1000.000000MHz
Sig. Max Wait Duration:  18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count)
Machine Model:           LARGE
System Endianness:       LITTLE
Mwaitx:                  DISABLED
DMAbuf Support:          YES

==========
HSA Agents
==========
*******
Agent 1
*******
  Name:                    Intel(R) Xeon(R) W-2135 CPU @ 3.70GHz
  Uuid:                    CPU-XX
  Marketing Name:          Intel(R) Xeon(R) W-2135 CPU @ 3.70GHz
  Vendor Name:             CPU
  Feature:                 None specified
  Profile:                 FULL_PROFILE
  Float Round Mode:        NEAR
  Max Queue Number:        0(0x0)
  Queue Min Size:          0(0x0)
  Queue Max Size:          0(0x0)
  Queue Type:              MULTI
  Node:                    0
  Device Type:             CPU
  Cache Info:
    L1:                      32768(0x8000) KB
  Chip ID:                 0(0x0)
  ASIC Revision:           0(0x0)
  Cacheline Size:          64(0x40)
  Max Clock Freq. (MHz):   4500
  BDFID:                   0
  Internal Node ID:        0
  Compute Unit:            12
  SIMDs per CU:            0
  Shader Engines:          0
  Shader Arrs. per Eng.:   0
  WatchPts on Addr. Ranges:1
  Memory Properties:
  Features:                None
  Pool Info:
    Pool 1
      Segment:                 GLOBAL; FLAGS: FINE GRAINED
      Size:                    65397528(0x3e5e318) KB
      Allocatable:             TRUE
      Alloc Granule:           4KB
      Alloc Recommended Granule:4KB
      Alloc Alignment:         4KB
      Accessible by all:       TRUE
    Pool 2
      Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
      Size:                    65397528(0x3e5e318) KB
      Allocatable:             TRUE
      Alloc Granule:           4KB
      Alloc Recommended Granule:4KB
      Alloc Alignment:         4KB
      Accessible by all:       TRUE
    Pool 3
      Segment:                 GLOBAL; FLAGS: COARSE GRAINED
      Size:                    65397528(0x3e5e318) KB
      Allocatable:             TRUE
      Alloc Granule:           4KB
      Alloc Recommended Granule:4KB
      Alloc Alignment:         4KB
      Accessible by all:       TRUE
  ISA Info:
*******
Agent 2
*******
  Name:                    gfx908
  Uuid:                    GPU-1ba7ce67f0270ca4
  Marketing Name:          AMD Instinct MI100
  Vendor Name:             AMD
  Feature:                 KERNEL_DISPATCH
  Profile:                 BASE_PROFILE
  Float Round Mode:        NEAR
  Max Queue Number:        128(0x80)
  Queue Min Size:          64(0x40)
  Queue Max Size:          131072(0x20000)
  Queue Type:              MULTI
  Node:                    1
  Device Type:             GPU
  Cache Info:
    L1:                      16(0x10) KB
    L2:                      8192(0x2000) KB
  Chip ID:                 29580(0x738c)
  ASIC Revision:           2(0x2)
  Cacheline Size:          64(0x40)
  Max Clock Freq. (MHz):   1502
  BDFID:                   26368
  Internal Node ID:        1
  Compute Unit:            120
  SIMDs per CU:            4
  Shader Engines:          8
  Shader Arrs. per Eng.:   1
  WatchPts on Addr. Ranges:4
  Coherent Host Access:    FALSE
  Memory Properties:
  Features:                KERNEL_DISPATCH
  Fast F16 Operation:      TRUE
  Wavefront Size:          64(0x40)
  Workgroup Max Size:      1024(0x400)
  Workgroup Max Size per Dimension:
    x                        1024(0x400)
    y                        1024(0x400)
    z                        1024(0x400)
  Max Waves Per CU:        40(0x28)
  Max Work-item Per CU:    2560(0xa00)
  Grid Max Size:           4294967295(0xffffffff)
  Grid Max Size per Dimension:
    x                        4294967295(0xffffffff)
    y                        4294967295(0xffffffff)
    z                        4294967295(0xffffffff)
  Max fbarriers/Workgrp:   32
  Packet Processor uCode:: 67
  SDMA engine uCode::      18
  IOMMU Support::          None
  Pool Info:
    Pool 1
      Segment:                 GLOBAL; FLAGS: COARSE GRAINED
      Size:                    33538048(0x1ffc000) KB
      Allocatable:             TRUE
      Alloc Granule:           4KB
      Alloc Recommended Granule:2048KB
      Alloc Alignment:         4KB
      Accessible by all:       FALSE
    Pool 2
      Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
      Size:                    33538048(0x1ffc000) KB
      Allocatable:             TRUE
      Alloc Granule:           4KB
      Alloc Recommended Granule:2048KB
      Alloc Alignment:         4KB
      Accessible by all:       FALSE
    Pool 3
      Segment:                 GROUP
      Size:                    64(0x40) KB
      Allocatable:             FALSE
      Alloc Granule:           0KB
      Alloc Recommended Granule:0KB
      Alloc Alignment:         0KB
      Accessible by all:       FALSE
  ISA Info:
    ISA 1
      Name:                    amdgcn-amd-amdhsa--gfx908:sramecc+:xnack-
      Machine Models:          HSA_MACHINE_MODEL_LARGE
      Profiles:                HSA_PROFILE_BASE
      Default Rounding Mode:   NEAR
      Default Rounding Mode:   NEAR
      Fast f16:                TRUE
      Workgroup Max Size:      1024(0x400)
      Workgroup Max Size per Dimension:
        x                        1024(0x400)
        y                        1024(0x400)
        z                        1024(0x400)
      Grid Max Size:           4294967295(0xffffffff)
      Grid Max Size per Dimension:
        x                        4294967295(0xffffffff)
        y                        4294967295(0xffffffff)
        z                        4294967295(0xffffffff)
      FBarrier Max Size:       32
*** Done ***

Would appreciate any suggestions!

[chirvo]

Same error here.

Here, a Dockerfile to reproduce the error:

FROM rocm/pytorch:rocm6.2.2_ubuntu22.04_py3.10_pytorch_2.5.1

ENV UV_LINK_MODE=copy
ENV USE_ROCM=1
ENV TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL=1

COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
RUN <<EOF
apt update
apt install -y espeak-ng
rm -rf /var/lib/apt/lists/*
EOF

WORKDIR /app
COPY . .

RUN <<EOF
mv pyproject.toml pyproject.toml.bak
cat pyproject.toml.bak | grep -v torch | sed -e 's/"causal-conv1d.*",//'> pyproject.toml 
uv pip install --system -e .
uv pip install --system -e .[compile]
EOF

[YellowRoseCx]

causal-conv1d needs built from source because the wheel does not contain the specified .cpp file