v2.1.0

Automatic update of PCI database. Install using pip install --upgrade torchruntime==2.1.0

Changes

Old values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', '162b', 'Iris Graphics 6100', 0)

Changed values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', '162b', 'Broadwell-U GT3 [Iris Graphics 6100]', 0)

v2.0.0

What's new?

• Automatic installation of Triton for Windows CUDA, Linux ROCm/XPU. This will allow torch to use torch.compile, which improves the execution performance of torch significantly. Thanks @godnight10061

This is a major version update since it's potentially a surprising event for existing codebases that use torchruntime (which didn't expect torchruntime to also install triton).

In most cases, existing codebases should be able to upgrade to torchruntime~=2 without anything breaking.

Install

Install using pip install --upgrade torchruntime==2.0.0

v1.33.0

Automatic update of PCI database. Install using pip install --upgrade torchruntime==1.33.0

Additions

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', 'b081', 'Panther Lake [Arc B370]', 1)
('8086', 'Intel Corporation', 'b087', 'Panther Lake [Arc Pro B370]', 1)
('8086', 'Intel Corporation', 'b084', 'Panther Lake [Arc Pro B390]', 1)
('8086', 'Intel Corporation', 'b086', 'Panther Lake [Arc Pro B390]', 1)
('8086', 'Intel Corporation', 'b082', 'Panther Lake [Arc B390]', 1)
('8086', 'Intel Corporation', 'b085', 'Panther Lake [Arc Pro B370]', 1)

Changes

Old values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', '1616', 'HD Graphics 5500', 0)
('8086', 'Intel Corporation', '5906', 'HD Graphics 610', 0)
('8086', 'Intel Corporation', '191e', 'HD Graphics 515', 0)
('8086', 'Intel Corporation', '192d', 'Iris Graphics P555', 0)
('8086', 'Intel Corporation', '5917', 'UHD Graphics 620', 0)
('8086', 'Intel Corporation', '193b', 'Iris Pro Graphics 580', 0)
('8086', 'Intel Corporation', '5a85', 'HD Graphics 500', 0)
('8086', 'Intel Corporation', '162a', 'Iris Pro Graphics P6300', 0)
('8086', 'Intel Corporation', '193a', 'Iris Pro Graphics P580', 0)
('8086', 'Intel Corporation', '1606', 'HD Graphics', 0)
('8086', 'Intel Corporation', '161e', 'HD Graphics 5300', 0)
('8086', 'Intel Corporation', '193d', 'Iris Pro Graphics P580', 0)
('8086', 'Intel Corporation', '1927', 'Iris Graphics 550', 0)
('8086', 'Intel Corporation', '1926', 'Iris Graphics 540', 0)
('8086', 'Intel Corporation', '591e', 'HD Graphics 615', 0)
('8086', 'Intel Corporation', '591b', 'HD Graphics 630', 0)
('8086', 'Intel Corporation', '1622', 'Iris Pro Graphics 6200', 0)
('8086', 'Intel Corporation', '191b', 'HD Graphics 530', 0)
('8086', 'Intel Corporation', '1612', 'HD Graphics 5600', 0)
('8086', 'Intel Corporation', '1912', 'HD Graphics 530', 0)
('8086', 'Intel Corporation', '1906', 'HD Graphics 510', 0)
('8086', 'Intel Corporation', '5902', 'HD Graphics 610', 0)
('8086', 'Intel Corporation', '591d', 'HD Graphics P630', 0)
('8086', 'Intel Corporation', '1916', 'Skylake GT2 [HD Graphics 520]', 0)
('8086', 'Intel Corporation', '5926', 'Iris Plus Graphics 640', 0)
('8086', 'Intel Corporation', '5927', 'Iris Plus Graphics 650', 0)
('8086', 'Intel Corporation', '1626', 'HD Graphics 6000', 0)
('8086', 'Intel Corporation', '5916', 'HD Graphics 620', 0)
('8086', 'Intel Corporation', '5912', 'HD Graphics 630', 0)
('8086', 'Intel Corporation', '191d', 'HD Graphics P530', 0)
('8086', 'Intel Corporation', '1902', 'HD Graphics 510', 0)

Changed values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', '1616', 'Broadwell-U GT2 [HD Graphics 5500]', 0)
('8086', 'Intel Corporation', '5906', 'Kaby Lake-U GT1 [HD Graphics 610]', 0)
('8086', 'Intel Corporation', '191e', 'Skylake-Y GT2 [HD Graphics 515]', 0)
('8086', 'Intel Corporation', '192d', 'Skylake-H GT3 [Iris Graphics P555]', 0)
('8086', 'Intel Corporation', '5917', 'Kaby Lake-R GT2 [UHD Graphics 620]', 0)
('8086', 'Intel Corporation', '193b', 'Skylake-H GT4 [Iris Pro Graphics 580]', 0)
('8086', 'Intel Corporation', '5a85', 'Apollo Lake GT1 [HD Graphics 500]', 0)
('8086', 'Intel Corporation', '162a', 'Broadwell-DT GT3 [Iris Pro Graphics P6300]', 0)
('8086', 'Intel Corporation', '193a', 'Skylake-H GT4 [Iris Pro Graphics P580]', 0)
('8086', 'Intel Corporation', '1606', 'Broadwell-U GT1 [HD Graphics]', 0)
('8086', 'Intel Corporation', '161e', 'Broadwell-Y GT2 [HD Graphics 5300]', 0)
('8086', 'Intel Corporation', '193d', 'Skylake-H GT4 [Iris Pro Graphics P580]', 0)
('8086', 'Intel Corporation', '1927', 'Skylake-U GT3 [Iris Graphics 550]', 0)
('8086', 'Intel Corporation', '1926', 'Skylake-U GT3 [Iris Graphics 540]', 0)
('8086', 'Intel Corporation', '591e', 'Kaby Lake-Y GT2 [HD Graphics 615]', 0)
('8086', 'Intel Corporation', '591b', 'Kaby Lake-H GT2 [HD Graphics 630]', 0)
('8086', 'Intel Corporation', '1622', 'Broadwell-DT/H GT3 [Iris Pro Graphics 6200]', 0)
('8086', 'Intel Corporation', '191b', 'Skylake-H GT2 [HD Graphics 530]', 0)
('8086', 'Intel Corporation', '1612', 'Broadwell-H GT2 [HD Graphics 5600]', 0)
('8086', 'Intel Corporation', '1912', 'Skylake-S GT2 [HD Graphics 530]', 0)
('8086', 'Intel Corporation', '1906', 'Skylake-U GT1 [HD Graphics 510]', 0)
('8086', 'Intel Corporation', '5902', 'Kaby Lake-S GT1 [HD Graphics 610]', 0)
('8086', 'Intel Corporation', '591d', 'Kaby Lake-DT GT2 [HD Graphics P630]', 0)
('8086', 'Intel Corporation', '1916', 'Skylake-U GT2 [HD Graphics 520]', 0)
('8086', 'Intel Corporation', '5926', 'Kaby Lake-U GT3 [Iris Plus Graphics 640]', 0)
('8086', 'Intel Corporation', '5927', 'Kaby Lake-U GT3 [Iris Plus Graphics 650]', 0)
('8086', 'Intel Corporation', '1626', 'Broadwell-U GT3 [HD Graphics 6000]', 0)
('8086', 'Intel Corporation', '5916', 'Kaby Lake-U GT2 [HD Graphics 620]', 0)
('8086', 'Intel Corporation', '5912', 'Kaby Lake-S GT2 [HD Graphics 630]', 0)
('8086', 'Intel Corporation', '191d', 'Skylake-DT/H GT2 [HD Graphics P530]', 0)
('8086', 'Intel Corporation', '1902', 'Skylake-S GT1 [HD Graphics 510]', 0)

v1.32.0

What's new?

• Fix cu128 index selection for pinned Torch versions. Fixes #16 . Thanks @godnight10061

Install

Install using pip install --upgrade torchruntime==1.32.0

v1.31.0

What's new?

• Fix order of detection for the installed version of torch - Prefer CUDA torch over DirectML, if both are installed. Thanks @godnight10061

Install

Install using pip install --upgrade torchruntime==1.31.0

v1.30.0

Automatic update of PCI database. Install using pip install --upgrade torchruntime==1.30.0

Changes

Old values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('10de', 'NVIDIA Corporation', '2bb3', 'GB202GL [RTX PRO 5000 Blackwell]', 1)

Changed values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('10de', 'NVIDIA Corporation', '2bb3', 'GB202GL [RTX PRO 5000 Blackwell / RTX PRO 5000 72GB Blackwell]', 1)

v1.29.0

Automatic update of PCI database. Install using pip install --upgrade torchruntime==1.29.0

Additions

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('10de', 'NVIDIA Corporation', '2c3a', 'GB203GL [RTX PRO 4500 Blackwell]', 1)

v1.28.0

Automatic update of PCI database. Install using pip install --upgrade torchruntime==1.28.0

Changes

Old values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', '7d51', 'Arrow Lake-P [Arc Pro 140T]', 1)

Changed values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('8086', 'Intel Corporation', '7d51', 'Arrow Lake-P [Arc Pro 130T/140T]', 1)

v1.27.0

Automatic update of PCI database. Install using pip install --upgrade torchruntime==1.27.0

Additions

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('10de', 'NVIDIA Corporation', '230c', 'GH100 [H20 NVL16]', 1)
('10de', 'NVIDIA Corporation', '22ce', 'GB10 GEN5 X4 PCIe host', 1)
('10de', 'NVIDIA Corporation', '22d0', 'GB10 GEN4 X1 PCIe host', 1)
('8086', 'Intel Corporation', 'b080', 'Panther Lake [Arc B390]', 1)

Changes

Old values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('10de', 'NVIDIA Corporation', '31a1', 'GB110', 1)

Changed values:

('vendor_id', 'vendor_name', 'device_id', 'device_name', 'is_discrete')
('10de', 'NVIDIA Corporation', '31a1', 'GB110 [GB300 MaxQ]', 1)

v1.26.0

What's new?

• Use uv to install packages - You can optionally use uv to install packages, by using the --uv flag when calling torchruntime. Thanks @mohnjiles for this contribution, and @iwr-redmond for the suggestion!

Install

Install using pip install --upgrade torchruntime==1.26.0