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Support Torch 2.7.0, 2.6.0; cuda 12.9, 12.8, 12.6.3 #2320

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Support Torch 2.7.0, 2.6.0; cuda 12.9, 12.8, 12.6.3 #2320

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7624603
Support Torch 2.7.0, 2.6.0; cuda 12.9, 12.8, 12.6.3
andreasjansson May 12, 2025
4d2d60e
Handle cudnn-less NVIDIA base images
andreasjansson May 13, 2025
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5 changes: 5 additions & 0 deletions pkg/config/compatibility.go
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Original file line number Diff line number Diff line change
Expand Up @@ -230,6 +230,11 @@ func latestCuDNNForCUDA(cuda string) (string, error) {
}
}
sort.Slice(cuDNNs, func(i, j int) bool {
if cuDNNs[i] == "" {
// Later versions of NVIDIA CUDA base images
// don't specify CuDNN version
return true
}
return version.Greater(cuDNNs[i], cuDNNs[j])
})
if len(cuDNNs) == 0 {
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8 changes: 5 additions & 3 deletions pkg/config/config.go
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Expand Up @@ -53,9 +53,11 @@ type Build struct {
SystemPackages []string `json:"system_packages,omitempty" yaml:"system_packages,omitempty"`
PreInstall []string `json:"pre_install,omitempty" yaml:"pre_install,omitempty"` // Deprecated, but included for backwards compatibility
CUDA string `json:"cuda,omitempty" yaml:"cuda,omitempty"`
CuDNN string `json:"cudnn,omitempty" yaml:"cudnn,omitempty"`
Fast bool `json:"fast,omitempty" yaml:"fast"`
PythonOverrides string `json:"python_overrides,omitempty" yaml:"python_overrides,omitempty"`
// TODO: deprecate `cudnn` since it NVIDIA no longer publishes
// CuDNN-specific base images.
CuDNN string `json:"cudnn,omitempty" yaml:"cudnn,omitempty"`
Fast bool `json:"fast,omitempty" yaml:"fast"`
PythonOverrides string `json:"python_overrides,omitempty" yaml:"python_overrides,omitempty"`

pythonRequirementsContent []string
}
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110 changes: 97 additions & 13 deletions pkg/config/cuda_base_images.json
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@@ -1,92 +1,176 @@
[
{
"Tag": "12.9.0-cudnn-devel-ubuntu24.04",
"CUDA": "12.9.0",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.9.0-cudnn-devel-ubuntu22.04",
"CUDA": "12.9.0",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.9.0-cudnn-devel-ubuntu20.04",
"CUDA": "12.9.0",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.8.1-cudnn-devel-ubuntu24.04",
"CUDA": "12.8.1",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.8.1-cudnn-devel-ubuntu22.04",
"CUDA": "12.8.1",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.8.1-cudnn-devel-ubuntu20.04",
"CUDA": "12.8.1",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.8.0-cudnn-devel-ubuntu24.04",
"CUDA": "12.8.0",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.8.0-cudnn-devel-ubuntu22.04",
"CUDA": "12.8.0",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.8.0-cudnn-devel-ubuntu20.04",
"CUDA": "12.8.0",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.6.3-cudnn-devel-ubuntu24.04",
"CUDA": "12.6.3",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.6.3-cudnn-devel-ubuntu22.04",
"CUDA": "12.6.3",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.6.3-cudnn-devel-ubuntu20.04",
"CUDA": "12.6.3",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.6.2-cudnn-devel-ubuntu24.04",
"CUDA": "12.6.2",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.6.2-cudnn-devel-ubuntu22.04",
"CUDA": "12.6.2",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.6.2-cudnn-devel-ubuntu20.04",
"CUDA": "12.6.2",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.6.1-cudnn-devel-ubuntu24.04",
"CUDA": "12.6.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.6.1-cudnn-devel-ubuntu22.04",
"CUDA": "12.6.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.6.1-cudnn-devel-ubuntu20.04",
"CUDA": "12.6.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.6.0-cudnn-devel-ubuntu24.04",
"CUDA": "12.6.0",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "24.04"
},
{
"Tag": "12.6.0-cudnn-devel-ubuntu22.04",
"CUDA": "12.6.0",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.6.0-cudnn-devel-ubuntu20.04",
"CUDA": "12.6.0",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.5.1-cudnn-devel-ubuntu22.04",
"CUDA": "12.5.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.5.1-cudnn-devel-ubuntu20.04",
"CUDA": "12.5.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
{
"Tag": "12.4.1-cudnn-devel-ubuntu22.04",
"CUDA": "12.4.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "22.04"
},
{
"Tag": "12.4.1-cudnn-devel-ubuntu20.04",
"CUDA": "12.4.1",
"CuDNN": "9",
"CuDNN": "",
"IsDevel": true,
"Ubuntu": "20.04"
},
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