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[pytorch] Updates PyTorch to 2.7.0 #3723

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e2e59e5
[pytorch] Updates PyTorch to 2.7.0
qthequartermasterman Jun 27, 2025
bdf315a
use cuda 12.8 for torch 2.7
qthequartermasterman Jul 2, 2025
0a8a038
build torch 2.7.1
qthequartermasterman Jul 2, 2025
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7 changes: 7 additions & 0 deletions .github/workflows/nightly_publish.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -206,11 +206,16 @@ jobs:
# PT 2.1.2 is for Neuron support (latest supported version on neuron)
# PT 2.3.1 is for CUDA 12.1 support
# PT 2.5.1 is for CUDA 12.4 support
# PT 2.6.0 is for CUDA 12.4 support
# PT 2.7.0 is for CUDA 12.8 support
run: |
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=1.13.1 -Psnapshot
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.1.2 -Psnapshot
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.3.1 -Psnapshot
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.5.1 -Psnapshot
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.6.0 -Psnapshot
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.7.0 -Psnapshot
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.7.1 -Psnapshot
./gradlew clean engines:ml:xgboost:publish -Pgpu -Psnapshot
./gradlew clean publish -Psnapshot
cd bom
Expand All @@ -227,6 +232,8 @@ jobs:
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.1.2 -P${{ github.event.inputs.mode }}
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.3.1 -P${{ github.event.inputs.mode }}
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.5.1 -P${{ github.event.inputs.mode }}
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.6.0 -P${{ github.event.inputs.mode }}
./gradlew clean engines:pytorch:pytorch-jni:publish -Ppt_version=2.7.0 -P${{ github.event.inputs.mode }}
./gradlew clean engines:ml:xgboost:publish -Pgpu -P${{ github.event.inputs.mode }}
./gradlew clean publish -P${{ github.event.inputs.mode }}
cd bom
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64 changes: 32 additions & 32 deletions engines/pytorch/pytorch-engine/README.md
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Expand Up @@ -49,38 +49,38 @@ ways to specify PyTorch version:

The following table illustrates which pytorch version that DJL supports:

| PyTorch engine version | PyTorch native library version |
|------------------------|-------------------------------------------|
| pytorch-engine:0.33.0 | 1.13.1, 2.1.2, 2.3.1, **2.5.1** |
| pytorch-engine:0.32.0 | 1.13.1, 2.1.2, 2.3.1, **2.5.1** |
| pytorch-engine:0.31.0 | 1.13.1, 2.1.2, 2.3.1, 2.4.0, **2.5.1** |
| pytorch-engine:0.30.0 | 1.13.1, 2.1.2, 2.3.1, **2.4.0** |
| pytorch-engine:0.29.0 | 1.13.1, 2.1.2, 2.2.2, **2.3.1** |
| pytorch-engine:0.28.0 | 1.13.1, 2.1.2, **2.2.2** |
| pytorch-engine:0.27.0 | 1.13.1, **2.1.1** |
| pytorch-engine:0.26.0 | 1.13.1, 2.0.1, **2.1.1** |
| pytorch-engine:0.25.0 | 1.11.0, 1.12.1, **1.13.1**, 2.0.1 |
| pytorch-engine:0.24.0 | 1.11.0, 1.12.1, **1.13.1**, 2.0.1 |
| pytorch-engine:0.23.0 | 1.11.0, 1.12.1, **1.13.1**, 2.0.1 |
| pytorch-engine:0.22.1 | 1.11.0, 1.12.1, **1.13.1**, 2.0.0 |
| pytorch-engine:0.21.0 | 1.11.0, 1.12.1, **1.13.1** |
| pytorch-engine:0.20.0 | 1.11.0, 1.12.1, **1.13.0** |
| pytorch-engine:0.19.0 | 1.10.0, 1.11.0, **1.12.1** |
| pytorch-engine:0.18.0 | 1.9.1, 1.10.0, **1.11.0** |
| pytorch-engine:0.17.0 | 1.9.1, 1.10.0, 1.11.0 |
| pytorch-engine:0.16.0 | 1.8.1, 1.9.1, 1.10.0 |
| pytorch-engine:0.15.0 | pytorch-native-auto: 1.8.1, 1.9.1, 1.10.0 |
| pytorch-engine:0.14.0 | pytorch-native-auto: 1.8.1, 1.9.0, 1.9.1 |
| pytorch-engine:0.13.0 | pytorch-native-auto:1.9.0 |
| pytorch-engine:0.12.0 | pytorch-native-auto:1.8.1 |
| pytorch-engine:0.11.0 | pytorch-native-auto:1.8.1 |
| pytorch-engine:0.10.0 | pytorch-native-auto:1.7.1 |
| pytorch-engine:0.9.0 | pytorch-native-auto:1.7.0 |
| pytorch-engine:0.8.0 | pytorch-native-auto:1.6.0 |
| pytorch-engine:0.7.0 | pytorch-native-auto:1.6.0 |
| pytorch-engine:0.6.0 | pytorch-native-auto:1.5.0 |
| pytorch-engine:0.5.0 | pytorch-native-auto:1.4.0 |
| pytorch-engine:0.4.0 | pytorch-native-auto:1.4.0 |
| PyTorch engine version | PyTorch native library version |
|------------------------|---------------------------------------------------------|
| pytorch-engine:0.33.0 | 1.13.1, 2.1.2, 2.3.1, 2.5.1, 2.6.0, 2.7.0, **2.7.1** |
| pytorch-engine:0.32.0 | 1.13.1, 2.1.2, 2.3.1, **2.5.1** |
| pytorch-engine:0.31.0 | 1.13.1, 2.1.2, 2.3.1, 2.4.0, **2.5.1** |
| pytorch-engine:0.30.0 | 1.13.1, 2.1.2, 2.3.1, **2.4.0** |
| pytorch-engine:0.29.0 | 1.13.1, 2.1.2, 2.2.2, **2.3.1** |
| pytorch-engine:0.28.0 | 1.13.1, 2.1.2, **2.2.2** |
| pytorch-engine:0.27.0 | 1.13.1, **2.1.1** |
| pytorch-engine:0.26.0 | 1.13.1, 2.0.1, **2.1.1** |
| pytorch-engine:0.25.0 | 1.11.0, 1.12.1, **1.13.1**, 2.0.1 |
| pytorch-engine:0.24.0 | 1.11.0, 1.12.1, **1.13.1**, 2.0.1 |
| pytorch-engine:0.23.0 | 1.11.0, 1.12.1, **1.13.1**, 2.0.1 |
| pytorch-engine:0.22.1 | 1.11.0, 1.12.1, **1.13.1**, 2.0.0 |
| pytorch-engine:0.21.0 | 1.11.0, 1.12.1, **1.13.1** |
| pytorch-engine:0.20.0 | 1.11.0, 1.12.1, **1.13.0** |
| pytorch-engine:0.19.0 | 1.10.0, 1.11.0, **1.12.1** |
| pytorch-engine:0.18.0 | 1.9.1, 1.10.0, **1.11.0** |
| pytorch-engine:0.17.0 | 1.9.1, 1.10.0, 1.11.0 |
| pytorch-engine:0.16.0 | 1.8.1, 1.9.1, 1.10.0 |
| pytorch-engine:0.15.0 | pytorch-native-auto: 1.8.1, 1.9.1, 1.10.0 |
| pytorch-engine:0.14.0 | pytorch-native-auto: 1.8.1, 1.9.0, 1.9.1 |
| pytorch-engine:0.13.0 | pytorch-native-auto:1.9.0 |
| pytorch-engine:0.12.0 | pytorch-native-auto:1.8.1 |
| pytorch-engine:0.11.0 | pytorch-native-auto:1.8.1 |
| pytorch-engine:0.10.0 | pytorch-native-auto:1.7.1 |
| pytorch-engine:0.9.0 | pytorch-native-auto:1.7.0 |
| pytorch-engine:0.8.0 | pytorch-native-auto:1.6.0 |
| pytorch-engine:0.7.0 | pytorch-native-auto:1.6.0 |
| pytorch-engine:0.6.0 | pytorch-native-auto:1.5.0 |
| pytorch-engine:0.5.0 | pytorch-native-auto:1.4.0 |
| pytorch-engine:0.4.0 | pytorch-native-auto:1.4.0 |

### BOM support

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7 changes: 6 additions & 1 deletion engines/pytorch/pytorch-jni/build.gradle.kts
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Expand Up @@ -37,7 +37,12 @@ tasks {
"osx-aarch64/cpu/libdjl_torch.dylib",
"win-x86_64/cpu/djl_torch.dll"
) + when {
ptVersion.matches(Regex("2.[4-5].\\d")) -> listOf(
ptVersion.matches(Regex("2.7.\\d")) -> listOf(
"linux-x86_64/cu128/libdjl_torch.so",
"linux-x86_64/cu128-precxx11/libdjl_torch.so",
"win-x86_64/cu128/djl_torch.dll"
)
ptVersion.matches(Regex("2.[4-6].\\d")) -> listOf(
"linux-x86_64/cu124/libdjl_torch.so",
"linux-x86_64/cu124-precxx11/libdjl_torch.so",
"win-x86_64/cu124/djl_torch.dll"
Expand Down
3 changes: 1 addition & 2 deletions gradle/libs.versions.toml
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Expand Up @@ -3,7 +3,7 @@ format.version = "1.1"

[versions]
djl = "0.34.0"
pytorch = "2.5.1"
pytorch = "2.7.0"
tensorflow = "2.16.1"
tensorflowCore = "1.0.0-rc.1"
mxnet = "1.9.1"
Expand Down Expand Up @@ -83,4 +83,3 @@ antlrRuntime = { module = "org.antlr:antlr4-runtime", version.ref = "antlr" }
testng = { module = "org.testng:testng", version.ref = "testng" }
junit = { module = "junit:junit", version.ref = "junit" }
mockito = { module = "org.mockito:mockito-core", version.ref = "mockito" }