From c307adaf1a50311badb21276580bce7ea71c7913 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 11:29:18 +0000
Subject: [PATCH 01/26] Update CI to use gitlab docker registry

---
 .gitlab-ci.yml | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index ccde57d..458963e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -4,7 +4,7 @@ stages:
 
 .common:
   variables:
-    DOCKER_IMAGE: cme-hero-public
+    DOCKER_IMAGE: registry.gitlab.arm.com/kleidi/kleidi-examples/ai-camera-pipelines
 
 build_base_docker:
   variables:
@@ -21,8 +21,6 @@ build_base_docker:
     - .common
   script:
     - cd docker
-    - docker login -u acv-ci@arm.com -p ${ARTIFACTORY_DOCKER_TOKEN} ${ARTIFACTORY_DOCKER_REGISTRY}
-    - export DOCKER_IMAGE=${ARTIFACTORY_DOCKER_REGISTRY}/${DOCKER_IMAGE}
     - docker build  --build-arg DOCKERHUB_MIRROR=${DOCKERHUB_MIRROR} --pull --cache-from $DOCKER_IMAGE -t $DOCKER_IMAGE --push .
   stage: build_docker
   tags:
@@ -32,7 +30,7 @@ build_arm_nn:
   extends:
     - .common
   stage: build_and_run
-  image: $ARTIFACTORY_DOCKER_REGISTRY/$DOCKER_IMAGE
+  image: $DOCKER_IMAGE
   script:
     - git clone https://github.com/ARM-software/armnn.git
     - cd armnn
@@ -71,7 +69,7 @@ build_tflite:
   extends:
     - .common
   stage: build_and_run
-  image: $ARTIFACTORY_DOCKER_REGISTRY/$DOCKER_IMAGE
+  image: $DOCKER_IMAGE
   script:
     - git clone https://github.com/google/flatbuffers.git
     - cd flatbuffers 
-- 
GitLab


From e1fd2bd23d7b8e70f5ff3bd4508a041616657ed0 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 11:40:30 +0000
Subject: [PATCH 02/26] use docker build cache only if it exists

---
 .gitlab-ci.yml | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 458963e..58170c3 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -21,7 +21,14 @@ build_base_docker:
     - .common
   script:
     - cd docker
-    - docker build  --build-arg DOCKERHUB_MIRROR=${DOCKERHUB_MIRROR} --pull --cache-from $DOCKER_IMAGE -t $DOCKER_IMAGE --push .
+    - |
+      if docker pull "$DOCKER_IMAGE":latest; then
+      CACHE_FROM="--cache-from $DOCKER_IMAGE:latest"
+      else
+      echo "No cache image found, building fresh."
+      CACHE_FROM=""
+      fi
+    - docker build  --build-arg DOCKERHUB_MIRROR=${DOCKERHUB_MIRROR} --pull $CACHE_FROM -t $DOCKER_IMAGE --push .
   stage: build_docker
   tags:
     - m7g.medium
-- 
GitLab


From 87b2e03dae8b48a01d94a57713a7178306c11ef2 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 11:46:39 +0000
Subject: [PATCH 03/26] add login to docker registry

---
 .gitlab-ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 58170c3..b594b90 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -19,6 +19,8 @@ build_base_docker:
       command: ["--tls=false"]
   extends:
     - .common
+  before_script:
+     - echo "$CI_REGISTRY_PASSWORD" | docker login "$CI_REGISTRY" --username "$CI_REGISTRY_USER" --password-stdin
   script:
     - cd docker
     - |
-- 
GitLab


From a1d77beaec2846d179993ad62342a65e40637ce8 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 11:50:42 +0000
Subject: [PATCH 04/26] build and run on m7g medium machines

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b594b90..1d7938d 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -66,7 +66,7 @@ build_arm_nn:
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
-    - m7g.8xlarge
+    - m7g.medium
   parallel:
     matrix:
       - ENABLE_SME2: ["0", "1"]
@@ -100,7 +100,7 @@ build_tflite:
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
-    - m7g.8xlarge
+    - m7g.medium
   parallel:
     matrix:
       - ENABLE_SME2: ["0", "1"]
-- 
GitLab


From b09959a5c779e8922b25f7c6d19eb6a36aa7aa2b Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 12:20:26 +0000
Subject: [PATCH 05/26] update cmake compatibility for tflite builds

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 1d7938d..6a8b55b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -91,7 +91,7 @@ build_tflite:
     - cd ../..
     - mkdir build
     - cd build
-    - cmake -GNinja -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=../install -DARMNN_TFLITE_PARSER=0 -DTENSORFLOW_GIT_TAG=$TENSORFLOW_GIT_TAG -DTFLITE_HOST_TOOLS_DIR=../flatbuffers/install/bin -DENABLE_SME2=$ENABLE_SME2 -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake ..
+    - cmake -GNinja -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=../install -DARMNN_TFLITE_PARSER=0 -DTENSORFLOW_GIT_TAG=$TENSORFLOW_GIT_TAG -DTFLITE_HOST_TOOLS_DIR=../flatbuffers/install/bin -DENABLE_SME2=$ENABLE_SME2 -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake -DCMAKE_POLICY_VERSION_MINIMUM=3.5 ..
     - cmake --build .
     - cmake --install .
     - cd ../install
-- 
GitLab


From 0e511821ef626ce79064c633d9544ddf216784af Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 13:31:18 +0000
Subject: [PATCH 06/26] set build jobs to 4xlarge flavour

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6a8b55b..3cf1835 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -66,7 +66,7 @@ build_arm_nn:
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
-    - m7g.medium
+    - m7g.4xlarge
   parallel:
     matrix:
       - ENABLE_SME2: ["0", "1"]
@@ -100,7 +100,7 @@ build_tflite:
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
-    - m7g.medium
+    - m7g.4xlarge
   parallel:
     matrix:
       - ENABLE_SME2: ["0", "1"]
-- 
GitLab


From 6e5932a138383442c5858f990265d435f7745e09 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 13:35:32 +0000
Subject: [PATCH 07/26] update tensorflow versions to just 2.19

---
 .gitlab-ci.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3cf1835..092cac5 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -69,7 +69,7 @@ build_arm_nn:
     - m7g.4xlarge
   parallel:
     matrix:
-      - ENABLE_SME2: ["0", "1"]
+      - ENABLE_SME2: ["1"]
   artifacts:
     paths:
       - install
@@ -103,8 +103,8 @@ build_tflite:
     - m7g.4xlarge
   parallel:
     matrix:
-      - ENABLE_SME2: ["0", "1"]
-        TENSORFLOW_GIT_TAG: ["v2.18.0", "ddceb963c1599f803b5c4beca42b802de5134b44"]
+      - ENABLE_SME2: ["1"]
+        TENSORFLOW_GIT_TAG: ["v2.19.0"]
   artifacts:
     paths:
       - install
-- 
GitLab


From ab0cd7af29f76d0308c1e62a4588bc169cbfa1d0 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 13:56:35 +0000
Subject: [PATCH 08/26] taskset for single thread performance

---
 .gitlab-ci.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 092cac5..3682566 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -62,9 +62,9 @@ build_arm_nn:
     - cmake --install .
     - cd ../install
     - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2_cinematic.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
+    - taskset -c 0 ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
-    - ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
+    - taskset -c 0 ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
     - m7g.4xlarge
   parallel:
@@ -96,9 +96,9 @@ build_tflite:
     - cmake --install .
     - cd ../install
     - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
+    - taskset -c 0./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
-    - ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
+    - taskset -c 0 ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
     - m7g.4xlarge
   parallel:
-- 
GitLab


From 987b91a4b39f5c0600dda3e829db43ed0d0d6941 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 13:59:16 +0000
Subject: [PATCH 09/26] jiggle armnn build

---
 .gitlab-ci.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3682566..6b87a03 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -48,11 +48,11 @@ build_arm_nn:
     - ./setup-armnn.sh --target-arch=aarch64 --all 1> /dev/null
     - |
       if [ "$ENABLE_SME2" -eq 1 ]; then
-        ARMNN_ACL_OPTION='--acl-scons-params="arch=armv8.6-a-sve2-sme2"'
+        export ARMNN_ACL_OPTION='--acl-scons-params="arch=armv8.6-a-sve2-sme2"'
       else
-        ARMNN_ACL_OPTION=''
+        export ARMNN_ACL_OPTION=''
       fi
-      ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION 1> /dev/null
+    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION 1> /dev/null
     - tar -xzf armnn_aarch64.tar.gz
     - cd ../../../
     - mkdir build
-- 
GitLab


From 13bb3a2076fc6c209a17254d0e332142edfacbea Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 14:21:20 +0000
Subject: [PATCH 10/26] jiggle armnn build

---
 .gitlab-ci.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6b87a03..59a6304 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -43,7 +43,7 @@ build_arm_nn:
   script:
     - git clone https://github.com/ARM-software/armnn.git
     - cd armnn
-    - git checkout v24.11
+    - git checkout $ARMNN_GIT_TAG
     - cd build-tool/scripts/
     - ./setup-armnn.sh --target-arch=aarch64 --all 1> /dev/null
     - |
@@ -70,6 +70,7 @@ build_arm_nn:
   parallel:
     matrix:
       - ENABLE_SME2: ["1"]
+      - ARMNN_GIT_TAG : ["v25.02"]
   artifacts:
     paths:
       - install
-- 
GitLab


From fde8b0fa9e7d51ff3d1bedd3a6c120449ed70866 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 14:21:50 +0000
Subject: [PATCH 11/26] jiggle armnn build

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 59a6304..5f4d9c7 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -97,7 +97,7 @@ build_tflite:
     - cmake --install .
     - cd ../install
     - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - taskset -c 0./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
+    - taskset -c 0 ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
     - taskset -c 0 ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
-- 
GitLab


From 994a7f8a4fc59e70267c08191943d8f1d8922259 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 14:26:31 +0000
Subject: [PATCH 12/26] jiggle armnn build

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 5f4d9c7..2b722a5 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -70,7 +70,7 @@ build_arm_nn:
   parallel:
     matrix:
       - ENABLE_SME2: ["1"]
-      - ARMNN_GIT_TAG : ["v25.02"]
+        ARMNN_GIT_TAG : ["v25.02"]
   artifacts:
     paths:
       - install
-- 
GitLab


From 54c1885ca83fcdd30ac150b9abda569100621e5b Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Thu, 19 Jun 2025 19:02:23 +0000
Subject: [PATCH 13/26] turn off armnn build redirect temporarily

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 2b722a5..4e409e4 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -52,7 +52,7 @@ build_arm_nn:
       else
         export ARMNN_ACL_OPTION=''
       fi
-    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION 1> /dev/null
+    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION # 1> /dev/null
     - tar -xzf armnn_aarch64.tar.gz
     - cd ../../../
     - mkdir build
-- 
GitLab


From 3af76b5cf94f286855875e30c200e0eeb84dce47 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 07:33:16 +0000
Subject: [PATCH 14/26] minimal environment for armnn build

---
 .gitlab-ci.yml | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4e409e4..905666e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -52,7 +52,11 @@ build_arm_nn:
       else
         export ARMNN_ACL_OPTION=''
       fi
-    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION # 1> /dev/null
+    - env -i \
+        PATH="$PATH" \
+        HOME="$HOME" \
+        ARMNN_ACL_OPTION="$ARMNN_ACL_OPTION" \
+        ./build-armnn.sh --target-arch=aarch64 --all --neon-backend  $ARMNN_ACL_OPTION
     - tar -xzf armnn_aarch64.tar.gz
     - cd ../../../
     - mkdir build
-- 
GitLab


From 141860b80f68f2f2478c212a5d2c97ee94792e84 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 07:51:24 +0000
Subject: [PATCH 15/26] minimal environment for armnn build

---
 .gitlab-ci.yml | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 905666e..b210680 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -47,16 +47,12 @@ build_arm_nn:
     - cd build-tool/scripts/
     - ./setup-armnn.sh --target-arch=aarch64 --all 1> /dev/null
     - |
-      if [ "$ENABLE_SME2" -eq 1 ]; then
+      if [ "$ENABLE_SME2" = "1" ];
         export ARMNN_ACL_OPTION='--acl-scons-params="arch=armv8.6-a-sve2-sme2"'
       else
         export ARMNN_ACL_OPTION=''
       fi
-    - env -i \
-        PATH="$PATH" \
-        HOME="$HOME" \
-        ARMNN_ACL_OPTION="$ARMNN_ACL_OPTION" \
-        ./build-armnn.sh --target-arch=aarch64 --all --neon-backend  $ARMNN_ACL_OPTION
+    - env -i PATH="$PATH" HOME="$HOME" ARMNN_ACL_OPTION="$ARMNN_ACL_OPTION" -- ./build-armnn.sh --target-arch=aarch64 --all --neon-backend  $ARMNN_ACL_OPTION
     - tar -xzf armnn_aarch64.tar.gz
     - cd ../../../
     - mkdir build
-- 
GitLab


From a856f647a0cc874530cea92b08f357a769225260 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 08:08:08 +0000
Subject: [PATCH 16/26] minimal environment for armnn build

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b210680..3a50c74 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -47,7 +47,7 @@ build_arm_nn:
     - cd build-tool/scripts/
     - ./setup-armnn.sh --target-arch=aarch64 --all 1> /dev/null
     - |
-      if [ "$ENABLE_SME2" = "1" ];
+      if [ "$ENABLE_SME2" = "1" ]; then
         export ARMNN_ACL_OPTION='--acl-scons-params="arch=armv8.6-a-sve2-sme2"'
       else
         export ARMNN_ACL_OPTION=''
-- 
GitLab


From f6bf93a0317d158f7ee8f75fc982fe477a1dca5d Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 08:20:58 +0000
Subject: [PATCH 17/26] minimal environment for armnn build

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3a50c74..d62e56a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -52,7 +52,7 @@ build_arm_nn:
       else
         export ARMNN_ACL_OPTION=''
       fi
-    - env -i PATH="$PATH" HOME="$HOME" ARMNN_ACL_OPTION="$ARMNN_ACL_OPTION" -- ./build-armnn.sh --target-arch=aarch64 --all --neon-backend  $ARMNN_ACL_OPTION
+    - env -i PATH="$PATH" HOME="$HOME" ARMNN_ACL_OPTION="$ARMNN_ACL_OPTION" ./build-armnn.sh --target-arch=aarch64 --all --neon-backend  $ARMNN_ACL_OPTION
     - tar -xzf armnn_aarch64.tar.gz
     - cd ../../../
     - mkdir build
-- 
GitLab


From 9d8a482d8e652de6ed5248c94e8a64112ced977e Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 09:39:17 +0000
Subject: [PATCH 18/26] try to build armnn in a folder nearer to root

---
 .gitlab-ci.yml | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d62e56a..fea635f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -40,7 +40,11 @@ build_arm_nn:
     - .common
   stage: build_and_run
   image: $DOCKER_IMAGE
+  variables:
+    ARMNN_BUILD_DIR: "/armnn"
   script:
+    - mkdir -p "$ARMNN_BUILD_DIR"
+    - pushd $ARMNN_BUILD_DIR
     - git clone https://github.com/ARM-software/armnn.git
     - cd armnn
     - git checkout $ARMNN_GIT_TAG
@@ -52,12 +56,12 @@ build_arm_nn:
       else
         export ARMNN_ACL_OPTION=''
       fi
-    - env -i PATH="$PATH" HOME="$HOME" ARMNN_ACL_OPTION="$ARMNN_ACL_OPTION" ./build-armnn.sh --target-arch=aarch64 --all --neon-backend  $ARMNN_ACL_OPTION
+    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION
     - tar -xzf armnn_aarch64.tar.gz
-    - cd ../../../
+    - popd
     - mkdir build
     - cd build
-    - cmake -GNinja -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=../install -DARMNN_BUILD_DIR=$PWD/../armnn/build-tool/scripts/aarch64_build -DENABLE_SME2=$ENABLE_SME2 -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake ..
+    - cmake -GNinja -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=../install -DARMNN_BUILD_DIR=$ARMNN_BUILD_DIR/armnn/build-tool/scripts/aarch64_build -DENABLE_SME2=$ENABLE_SME2 -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake ..
     - cmake --build .
     - cmake --install .
     - cd ../install
-- 
GitLab


From 98489c158c8ab4dafbde7a72a7e200392a8f0f9a Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 09:59:19 +0000
Subject: [PATCH 19/26] try to build armnn in a folder nearer to root

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index fea635f..debf0b3 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -43,7 +43,7 @@ build_arm_nn:
   variables:
     ARMNN_BUILD_DIR: "/armnn"
   script:
-    - mkdir -p "$ARMNN_BUILD_DIR"
+    - sudo mkdir -p "$ARMNN_BUILD_DIR"
     - pushd $ARMNN_BUILD_DIR
     - git clone https://github.com/ARM-software/armnn.git
     - cd armnn
-- 
GitLab


From c26ffc0859fb4b34363bd6e3dd20164cbdbfab09 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 10:39:34 +0000
Subject: [PATCH 20/26] build armnn in tmp dir

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index debf0b3..18db02a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -41,9 +41,9 @@ build_arm_nn:
   stage: build_and_run
   image: $DOCKER_IMAGE
   variables:
-    ARMNN_BUILD_DIR: "/armnn"
+    ARMNN_BUILD_DIR: "/tmp/a"
   script:
-    - sudo mkdir -p "$ARMNN_BUILD_DIR"
+    - mkdir -p "$ARMNN_BUILD_DIR"
     - pushd $ARMNN_BUILD_DIR
     - git clone https://github.com/ARM-software/armnn.git
     - cd armnn
-- 
GitLab


From 0142c747f48a306ff2140c12c785c7558e5c833e Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 10:56:15 +0000
Subject: [PATCH 21/26] redirect armnn build to null

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 18db02a..4cb2f60 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -56,7 +56,7 @@ build_arm_nn:
       else
         export ARMNN_ACL_OPTION=''
       fi
-    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION
+    - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION 1> /dev/null
     - tar -xzf armnn_aarch64.tar.gz
     - popd
     - mkdir build
-- 
GitLab


From d6fffc5328b346d4b33ec07f127ce1eb73097853 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 12:01:43 +0000
Subject: [PATCH 22/26] updated tarball name for armnn build

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4cb2f60..bf16865 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -57,7 +57,7 @@ build_arm_nn:
         export ARMNN_ACL_OPTION=''
       fi
     - ./build-armnn.sh --target-arch=aarch64 --all --neon-backend $ARMNN_ACL_OPTION 1> /dev/null
-    - tar -xzf armnn_aarch64.tar.gz
+    - tar -xzf armnn_aarch64_build.tar.gz
     - popd
     - mkdir build
     - cd build
-- 
GitLab


From c6b79d325e996aed3181c6f7ccd5f8eff526a288 Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 12:34:07 +0000
Subject: [PATCH 23/26] try armnn with sme off

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index bf16865..12e2bf0 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -73,7 +73,7 @@ build_arm_nn:
     - m7g.4xlarge
   parallel:
     matrix:
-      - ENABLE_SME2: ["1"]
+      - ENABLE_SME2: ["0", "1"]
         ARMNN_GIT_TAG : ["v25.02"]
   artifacts:
     paths:
-- 
GitLab


From 2b1e36f7afbdc9a66aec27da00cce3e368f354bb Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 13:19:28 +0000
Subject: [PATCH 24/26] separate run jobs from build

---
 .gitlab-ci.yml | 45 ++++++++++++++++++++++++++++++---------------
 1 file changed, 30 insertions(+), 15 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 12e2bf0..0f1dc93 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,6 +1,7 @@
 stages:
   - build_docker
-  - build_and_run
+  - build
+  - run
 
 .common:
   variables:
@@ -35,10 +36,10 @@ build_base_docker:
   tags:
     - m7g.medium
 
-build_arm_nn:
+build_armnn:
   extends:
     - .common
-  stage: build_and_run
+  stage: build
   image: $DOCKER_IMAGE
   variables:
     ARMNN_BUILD_DIR: "/tmp/a"
@@ -64,16 +65,11 @@ build_arm_nn:
     - cmake -GNinja -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=../install -DARMNN_BUILD_DIR=$ARMNN_BUILD_DIR/armnn/build-tool/scripts/aarch64_build -DENABLE_SME2=$ENABLE_SME2 -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake ..
     - cmake --build .
     - cmake --install .
-    - cd ../install
-    - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2_cinematic.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - taskset -c 0 ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
-    - taskset -c 0 ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
     - m7g.4xlarge
   parallel:
     matrix:
-      - ENABLE_SME2: ["0", "1"]
+      - ENABLE_SME2: ["0"]
         ARMNN_GIT_TAG : ["v25.02"]
   artifacts:
     paths:
@@ -82,7 +78,7 @@ build_arm_nn:
 build_tflite:
   extends:
     - .common
-  stage: build_and_run
+  stage: build
   image: $DOCKER_IMAGE
   script:
     - git clone https://github.com/google/flatbuffers.git
@@ -99,11 +95,6 @@ build_tflite:
     - cmake -GNinja -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=../install -DARMNN_TFLITE_PARSER=0 -DTENSORFLOW_GIT_TAG=$TENSORFLOW_GIT_TAG -DTFLITE_HOST_TOOLS_DIR=../flatbuffers/install/bin -DENABLE_SME2=$ENABLE_SME2 -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake -DCMAKE_POLICY_VERSION_MINIMUM=3.5 ..
     - cmake --build .
     - cmake --install .
-    - cd ../install
-    - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - taskset -c 0 ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
-    - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
-    - taskset -c 0 ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
   tags:
     - m7g.4xlarge
   parallel:
@@ -113,3 +104,27 @@ build_tflite:
   artifacts:
     paths:
       - install
+
+.run:
+  extends:
+    - .common
+  stage: run
+  image: $DOCKER_IMAGE
+  script:
+    - cd ../install
+    - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
+    - taskset -c 0 ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
+    - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
+    - taskset -c 0 ./bin/low_light_image_enhancement_benchmark 10 resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
+  tags:
+    - m7g.medium
+
+run_tflite:
+  needs:
+    - job: build_tflite
+      artifacts: true
+
+run_armnn:
+  needs:
+    - job: build_armnn
+      artifacts: true
\ No newline at end of file
-- 
GitLab


From 8215c0f81a5d784202990dbd1f90a9dc9913de7e Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 13:36:12 +0000
Subject: [PATCH 25/26] separate run jobs from build

---
 .gitlab-ci.yml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0f1dc93..c47892a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -120,11 +120,15 @@ build_tflite:
     - m7g.medium
 
 run_tflite:
+  extends:
+    - .run
   needs:
     - job: build_tflite
       artifacts: true
 
 run_armnn:
+  extends:
+    - .run
   needs:
     - job: build_armnn
       artifacts: true
\ No newline at end of file
-- 
GitLab


From 22df9150c5baf4c6dad7928bcbbdcabba4bfe30d Mon Sep 17 00:00:00 2001
From: David Packwood <david.packwood@arm.com>
Date: Fri, 20 Jun 2025 13:53:04 +0000
Subject: [PATCH 26/26] fixup run job

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c47892a..80e3367 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -111,7 +111,7 @@ build_tflite:
   stage: run
   image: $DOCKER_IMAGE
   script:
-    - cd ../install
+    - cd install
     - ./bin/cinematic_mode ./resources/test_input2.ppm test_output2.ppm resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
     - taskset -c 0 ./bin/cinematic_mode_benchmark 10 resources/depth_and_saliency_v3_2_assortedv2_w_augment_mobilenetv2_int8_only_ptq.tflite
     - ./bin/low_light_image_enhancement resources/test_input2.ppm test_output2_lime.ppm resources/HDRNetLIME_lr_coeffs_v1_1_0_mixed_low_light_perceptual_l2_loss_int8_only_ptq.tflite
-- 
GitLab