feat(rocm): bump to 7.x

.agents/adding-backends.md

@@ -28,7 +28,7 @@ Add build matrix entries for each platform/GPU type you want to support. Look at
 - CUDA 13 builds: Add after other CUDA 13 builds (e.g., after `gpu-nvidia-cuda-13-chatterbox`)
 
 **Additional build types you may need:**
-- ROCm/HIP: Use `build-type: 'hipblas'` with `base-image: "rocm/dev-ubuntu-24.04:6.4.4"`
+- ROCm/HIP: Use `build-type: 'hipblas'` with `base-image: "rocm/dev-ubuntu-24.04:7.2.1"`
 - Intel/SYCL: Use `build-type: 'intel'` or `build-type: 'sycl_f16'`/`sycl_f32` with `base-image: "intel/oneapi-basekit:2025.3.0-0-devel-ubuntu24.04"`
 - L4T (ARM): Use `build-type: 'l4t'` with `platforms: 'linux/arm64'` and `runs-on: 'ubuntu-24.04-arm'`
 

.agents/building-and-testing.md

@@ -10,7 +10,7 @@ Let's say the user wants to build a particular backend for a given platform. For
 - At a minimum we need to set the BUILD_TYPE, BASE_IMAGE build-args
   - Use .github/workflows/backend.yml as a reference it lists the needed args in the `include` job strategy matrix
   - l4t and cublas also requires the CUDA major and minor version
-- You can pretty print a command like `DOCKER_MAKEFLAGS=-j$(nproc --ignore=1) BUILD_TYPE=hipblas BASE_IMAGE=rocm/dev-ubuntu-24.04:6.4.4 make docker-build-coqui`
+- You can pretty print a command like `DOCKER_MAKEFLAGS=-j$(nproc --ignore=1) BUILD_TYPE=hipblas BASE_IMAGE=rocm/dev-ubuntu-24.04:7.2.1 make docker-build-coqui`
 - Unless the user specifies that they want you to run the command, then just print it because not all agent frontends handle long running jobs well and the output may overflow your context
 - The user may say they want to build AMD or ROCM instead of hipblas, or Intel instead of SYCL or NVIDIA insted of l4t or cublas. Ask for confirmation if there is ambiguity.
 - Sometimes the user may need extra parameters to be added to `docker build` (e.g. `--platform` for cross-platform builds or `--progress` to view the full logs), in which case you can generate the `docker build` command directly.

.github/workflows/backend.yml

@@ -1298,7 +1298,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-rerankers'
             runs-on: 'ubuntu-latest'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "rerankers"
             dockerfile: "./backend/Dockerfile.python"
@@ -1311,7 +1311,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-llama-cpp'
             runs-on: 'ubuntu-latest'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "llama-cpp"
             dockerfile: "./backend/Dockerfile.llama-cpp"
@@ -1324,7 +1324,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-vllm'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "vllm"
             dockerfile: "./backend/Dockerfile.python"
@@ -1337,7 +1337,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-vllm-omni'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "vllm-omni"
             dockerfile: "./backend/Dockerfile.python"
@@ -1350,7 +1350,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-transformers'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "transformers"
             dockerfile: "./backend/Dockerfile.python"
@@ -1363,7 +1363,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-diffusers'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "diffusers"
             dockerfile: "./backend/Dockerfile.python"
@@ -1376,7 +1376,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-ace-step'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "ace-step"
             dockerfile: "./backend/Dockerfile.python"
@@ -1390,7 +1390,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-kokoro'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "kokoro"
             dockerfile: "./backend/Dockerfile.python"
@@ -1403,7 +1403,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-vibevoice'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "vibevoice"
             dockerfile: "./backend/Dockerfile.python"
@@ -1416,7 +1416,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-qwen-asr'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "qwen-asr"
             dockerfile: "./backend/Dockerfile.python"
@@ -1429,7 +1429,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-nemo'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "nemo"
             dockerfile: "./backend/Dockerfile.python"
@@ -1442,7 +1442,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-qwen-tts'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "qwen-tts"
             dockerfile: "./backend/Dockerfile.python"
@@ -1455,7 +1455,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-fish-speech'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "fish-speech"
             dockerfile: "./backend/Dockerfile.python"
@@ -1468,7 +1468,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-voxcpm'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "voxcpm"
             dockerfile: "./backend/Dockerfile.python"
@@ -1481,7 +1481,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-pocket-tts'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "pocket-tts"
             dockerfile: "./backend/Dockerfile.python"
@@ -1494,7 +1494,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-faster-whisper'
             runs-on: 'bigger-runner'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "faster-whisper"
             dockerfile: "./backend/Dockerfile.python"
@@ -1507,7 +1507,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-whisperx'
             runs-on: 'bigger-runner'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "whisperx"
             dockerfile: "./backend/Dockerfile.python"
@@ -1520,7 +1520,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-coqui'
             runs-on: 'bigger-runner'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "coqui"
             dockerfile: "./backend/Dockerfile.python"
@@ -2175,7 +2175,7 @@ jobs:
             platforms: 'linux/amd64'
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-whisper'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             runs-on: 'ubuntu-latest'
             skip-drivers: 'false'
             backend: "whisper"
@@ -2254,7 +2254,7 @@ jobs:
             platforms: 'linux/amd64'
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-acestep-cpp'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             runs-on: 'ubuntu-latest'
             skip-drivers: 'false'
             backend: "acestep-cpp"
@@ -2456,7 +2456,7 @@ jobs:
           #   platforms: 'linux/amd64'
           #   tag-latest: 'auto'
           #   tag-suffix: '-gpu-hipblas-rfdetr'
-          #   base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+          #   base-image: "rocm/dev-ubuntu-24.04:7.2.1"
           #   runs-on: 'ubuntu-latest'
           #   skip-drivers: 'false'
           #   backend: "rfdetr"
@@ -2497,7 +2497,7 @@ jobs:
             tag-latest: 'auto'
             tag-suffix: '-gpu-rocm-hipblas-neutts'
             runs-on: 'arc-runner-set'
-            base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+            base-image: "rocm/dev-ubuntu-24.04:7.2.1"
             skip-drivers: 'false'
             backend: "neutts"
             dockerfile: "./backend/Dockerfile.python"

.github/workflows/image-pr.yml

@@ -59,7 +59,7 @@
               platforms: 'linux/amd64'
               tag-latest: 'false'
               tag-suffix: '-hipblas'
-              base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+              base-image: "rocm/dev-ubuntu-24.04:7.2.1"
               grpc-base-image: "ubuntu:24.04"
               runs-on: 'ubuntu-latest'
               makeflags: "--jobs=3 --output-sync=target"

.github/workflows/image.yml

@@ -41,7 +41,7 @@
               platforms: 'linux/amd64'
               tag-latest: 'auto'
               tag-suffix: '-gpu-hipblas'
-              base-image: "rocm/dev-ubuntu-24.04:6.4.4"
+              base-image: "rocm/dev-ubuntu-24.04:7.2.1"
               grpc-base-image: "ubuntu:24.04"
               runs-on: 'ubuntu-latest'
               makeflags: "--jobs=3 --output-sync=target"

backend/Dockerfile.llama-cpp

@@ -209,7 +209,11 @@ RUN if [ "${BUILD_TYPE}" = "hipblas" ] && [ "${SKIP_DRIVERS}" = "false" ]; then
         rm -rf /var/lib/apt/lists/* && \
         # I have no idea why, but the ROCM lib packages don't trigger ldconfig after they install, which results in local-ai and others not being able
         # to locate the libraries. We run ldconfig ourselves to work around this packaging deficiency
-        ldconfig \
+        ldconfig && \
+        # Log which GPU architectures have rocBLAS kernel support
+        echo "rocBLAS library data architectures:" && \
+        (ls /opt/rocm*/lib/rocblas/library/Kernels* 2>/dev/null || ls /opt/rocm*/lib64/rocblas/library/Kernels* 2>/dev/null) | grep -oP 'gfx[0-9a-z+-]+' | sort -u || \
+        echo "WARNING: No rocBLAS kernel data found" \
     ; fi
 
 RUN echo "TARGETARCH: $TARGETARCH"

backend/cpp/llama-cpp/Makefile

@@ -33,7 +33,7 @@ else ifeq ($(BUILD_TYPE),hipblas)
 	ROCM_PATH ?= /opt/rocm
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
+	AMDGPU_TARGETS?=gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
 	CMAKE_ARGS+=-DGGML_HIP=ON -DAMDGPU_TARGETS=$(AMDGPU_TARGETS)
 else ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=1

backend/cpp/llama-cpp/run.sh

@@ -46,6 +46,10 @@ if [ "$(uname)" == "Darwin" ]; then
 	#export DYLD_FALLBACK_LIBRARY_PATH=$CURDIR/lib:$DYLD_FALLBACK_LIBRARY_PATH
 else
 	export LD_LIBRARY_PATH=$CURDIR/lib:$LD_LIBRARY_PATH
+	# Tell rocBLAS where to find TensileLibrary data (GPU kernel tuning files)
+	if [ -d "$CURDIR/lib/rocblas/library" ]; then
+		export ROCBLAS_TENSILE_LIBPATH=$CURDIR/lib/rocblas/library
+	fi
 fi
 
 # If there is a lib/ld.so, use it

backend/go/sam3-cpp/Makefile

@@ -26,7 +26,7 @@ else ifeq ($(BUILD_TYPE),hipblas)
 	ROCM_PATH ?= /opt/rocm
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
+	AMDGPU_TARGETS?=gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
 	CMAKE_ARGS+=-DGGML_HIPBLAS=ON -DAMDGPU_TARGETS=$(AMDGPU_TARGETS)
 else ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=ON

backend/go/stablediffusion-ggml/Makefile

@@ -32,7 +32,7 @@ else ifeq ($(BUILD_TYPE),hipblas)
 	ROCM_PATH ?= /opt/rocm
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	AMDGPU_TARGETS?=gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
+	AMDGPU_TARGETS?=gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201
 	CMAKE_ARGS+=-DSD_HIPBLAS=ON -DGGML_HIPBLAS=ON -DAMDGPU_TARGETS=$(AMDGPU_TARGETS)
 else ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DSD_VULKAN=ON -DGGML_VULKAN=ON

backend/python/ace-step/requirements-hipblas.txt

@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 torchaudio
 torchvision
 

backend/python/chatterbox/requirements-hipblas.txt

@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.9.1+rocm6.4
-torchaudio==2.9.1+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 transformers
 numpy>=1.24.0,<1.26.0
 # https://github.com/mudler/LocalAI/pull/6240#issuecomment-3329518289

backend/python/common/template/requirements-hipblas.txt

@@ -1,2 +1,2 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 torch

backend/python/coqui/requirements-hipblas.txt

@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchaudio==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 transformers==4.48.3
 accelerate
 coqui-tts

backend/python/diffusers/requirements-hipblas.txt

@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchvision==0.23.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchvision==0.25.0+rocm7.0
 git+https://github.com/huggingface/diffusers
 opencv-python
 transformers

backend/python/faster-whisper/requirements-hipblas.txt

@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 torch
 faster-whisper

backend/python/fish-speech/requirements-hipblas.txt

@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
-torchaudio==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0

backend/python/kokoro/requirements-hipblas.txt

@@ -1,6 +1,6 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
-torchaudio==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 transformers
 accelerate
 kokoro

backend/python/nemo/requirements-hipblas.txt

@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 torch
 nemo_toolkit[asr]

backend/python/neutts/requirements-hipblas.txt

@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 transformers==4.56.1
 accelerate
 librosa==0.11.0

backend/python/outetts/requirements-hipblas.txt

@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.4
-torch==2.8.0+rocm6.4
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 accelerate
 llvmlite==0.43.0
 numba==0.60.0

backend/python/pocket-tts/requirements-hipblas.txt

@@ -1,4 +1,4 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
 pocket-tts
 scipy
-torch==2.7.1+rocm6.3
+torch==2.10.0+rocm7.0

backend/python/qwen-asr/requirements-hipblas.txt

@@ -1,3 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
 qwen-asr

backend/python/qwen-tts/requirements-hipblas.txt

@@ -1,5 +1,5 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.3
-torch==2.7.1+rocm6.3
-torchaudio==2.7.1+rocm6.3
+--extra-index-url https://download.pytorch.org/whl/rocm7.0
+torch==2.10.0+rocm7.0
+torchaudio==2.10.0+rocm7.0
 qwen-tts
 sox