diff --git a/.github/workflows/run_comparative_benchmark.yml b/.github/workflows/run_comparative_benchmark.yml
index ea7796fc..49aaad4f 100644
--- a/.github/workflows/run_comparative_benchmark.yml
+++ b/.github/workflows/run_comparative_benchmark.yml
@@ -11,6 +11,7 @@ name: Comparative Benchmarks
 on:
   # Will only run when manually triggered.
   workflow_dispatch:
+  pull_request:
 
 concurrency:
   # A PR number if a pull request and otherwise the commit hash. This cancels
@@ -78,7 +79,7 @@ jobs:
         run: |
           mkdir -p "${XLA_TOOLS_DIR}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710" \
+            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519" \
             ./comparative_benchmark/xla_hlo/build_xla_tools.sh \
               "${XLA_TOOLS_DIR}" \
               "${CUDA_VERSION}"
@@ -133,7 +134,7 @@ jobs:
           RESULTS_PATH="${RESULTS_DIR}/${XLA_HLO_RESULTS_JSON}"
           docker run --gpus all --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env "OOBI_XLA_TOOLS_DIR=${XLA_TOOLS_DIR}" \
-            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710" \
+            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519" \
             ./comparative_benchmark/xla_hlo/benchmark_all.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -145,7 +146,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${JAX_XLA_RESULTS_JSON}"
           docker run --gpus all --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710" \
+            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519" \
             ./comparative_benchmark/jax/benchmark_xla.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -158,7 +159,7 @@ jobs:
 #        run: |
 #          RESULTS_PATH="${RESULTS_DIR}/${JAX_IREE_RESULTS_JSON}"
 #          docker run --gpus all --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-#            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710" \
+#            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519" \
 #            ./comparative_benchmark/jax/benchmark_iree.sh \
 #              "${TARGET_DEVICE}"\
 #              "${RESULTS_PATH}"
@@ -170,7 +171,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${TF_XLA_RESULTS_JSON}"
           docker run --gpus all --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710" \
+            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519" \
             ./comparative_benchmark/tf_xla/benchmark_all.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -182,7 +183,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${PT_INDUCTOR_RESULTS_JSON}"
           docker run --gpus all --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710" \
+            "gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519" \
             ./comparative_benchmark/pt_inductor/benchmark_all.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -223,7 +224,7 @@ jobs:
           RESULTS_PATH="${RESULTS_DIR}/${XLA_HLO_RESULTS_JSON}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env "OOBI_XLA_TOOLS_DIR=${XLA_TOOLS_DIR}" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./comparative_benchmark/xla_hlo/benchmark_all.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -235,7 +236,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${JAX_XLA_RESULTS_JSON}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./comparative_benchmark/jax/benchmark_xla.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -247,7 +248,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${JAX_IREE_RESULTS_JSON}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./comparative_benchmark/jax/benchmark_iree.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -259,7 +260,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${TF_XLA_RESULTS_JSON}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./comparative_benchmark/tf_xla/benchmark_all.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
@@ -271,7 +272,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${PT_INDUCTOR_RESULTS_JSON}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./comparative_benchmark/pt_inductor/benchmark_all.sh \
               "${TARGET_DEVICE}"\
               "${RESULTS_PATH}"
diff --git a/.github/workflows/run_convperf.yml b/.github/workflows/run_convperf.yml
index 3eb3084a..9851234d 100644
--- a/.github/workflows/run_convperf.yml
+++ b/.github/workflows/run_convperf.yml
@@ -11,6 +11,7 @@ name: convperf
 on:
   # Will only run when manually triggered.
   workflow_dispatch:
+  pull_request:
 
 concurrency:
   # A PR number if a pull request and otherwise the commit hash. This cancels
@@ -71,7 +72,7 @@ jobs:
           mkdir ${RESULTS_DIR}
           # Run under privileged mode because system-level scheduling is used.
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" --privileged \
-            gcr.io/iree-oss/openxla-benchmark/convperf@sha256:fda453f1414085558a5c4a2250db0010841c73a082379997f507a58b19cb8aaf \
+            gcr.io/iree-oss/openxla-benchmark/convperf@sha256:964de007fd4b73467032e698945c03e04c46064a61766ee5c6c610d480b00ef4 \
           ./experimental/microbenchmarks/convperf/build_and_run_convperf.sh "${BUILD_DIR}" "${RESULTS_DIR}"
       - name: "Uploading results"
         run: |
diff --git a/.github/workflows/run_ggml_benchmark.yml b/.github/workflows/run_ggml_benchmark.yml
index 3e7ac960..4d29c779 100644
--- a/.github/workflows/run_ggml_benchmark.yml
+++ b/.github/workflows/run_ggml_benchmark.yml
@@ -10,6 +10,7 @@ name: GGML Benchmarks
 
 on:
   workflow_dispatch:
+  pull_request:
 
 concurrency:
   # A PR number if a pull request and otherwise the commit hash. This cancels
@@ -77,7 +78,7 @@ jobs:
       - name: "Building GGML CPU"
         run: |
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./experimental/ggml/build_ggml.sh \
               "${TARGET_DEVICE}" \
               "${GGML_BUILD_DIR}"
@@ -88,7 +89,7 @@ jobs:
         run: |
           RESULTS_PATH="${RESULTS_DIR}/${GGML_RESULTS_JSON}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./experimental/ggml/benchmark_ggml.sh \
               "${TARGET_DEVICE}" \
               "${GGML_BUILD_DIR}" \
@@ -118,7 +119,7 @@ jobs:
         run: |
           mkdir -p "${GGML_BUILD_DIR}"
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/android@sha256:4c219b20213c7f26edf848b6924a95991c0d359463709d4ee55b499eeaa3349b" \
+            "gcr.io/iree-oss/openxla-benchmark/android@sha256:89921d48b01eade590bc84ba4ee7eda2fb436cbe041961d2b14ff2884fdbab7c" \
             ./experimental/ggml/build_ggml.sh \
               "${TARGET_DEVICE}" \
               "${GGML_BUILD_DIR}"
diff --git a/.github/workflows/run_mmperf.yml b/.github/workflows/run_mmperf.yml
index 47a22b06..4051b943 100644
--- a/.github/workflows/run_mmperf.yml
+++ b/.github/workflows/run_mmperf.yml
@@ -70,7 +70,7 @@ jobs:
       - name: "Building mmperf for CPU"
         run: |
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:c972ce5b2144de0786f103611fecbd88d93dd45ecd068f8c97d98c08677cee57 \
+            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:55720ca87862121c5dbb6027a09586ef7c3da59ed4bca74bfed8ba879c464cf3 \
           ./experimental/microbenchmarks/mmperf/build_mmperf.sh "cpu" "${BUILD_DIR}"
       - name: "Removing unused files"
         run: |
@@ -114,7 +114,7 @@ jobs:
       - name: "Building mmperf for CUDA"
         run: |
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:c972ce5b2144de0786f103611fecbd88d93dd45ecd068f8c97d98c08677cee57 \
+            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:55720ca87862121c5dbb6027a09586ef7c3da59ed4bca74bfed8ba879c464cf3 \
           ./experimental/microbenchmarks/mmperf/build_mmperf.sh "cuda" "${BUILD_DIR}"
       - name: "Removing unused files"
         run: |
@@ -163,7 +163,7 @@ jobs:
         run: |
           mkdir ${RESULTS_DIR}
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:c972ce5b2144de0786f103611fecbd88d93dd45ecd068f8c97d98c08677cee57 \
+            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:55720ca87862121c5dbb6027a09586ef7c3da59ed4bca74bfed8ba879c464cf3 \
           ./experimental/microbenchmarks/mmperf/run_mmperf.sh "${BUILD_DIR}" "${RESULTS_DIR}"
       - name: "Uploading results"
         run: |
@@ -195,7 +195,7 @@ jobs:
         run: |
           mkdir ${RESULTS_DIR}
           docker run --gpus all --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:c972ce5b2144de0786f103611fecbd88d93dd45ecd068f8c97d98c08677cee57 \
+            gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:55720ca87862121c5dbb6027a09586ef7c3da59ed4bca74bfed8ba879c464cf3 \
           ./experimental/microbenchmarks/mmperf/run_mmperf.sh "${BUILD_DIR}" "${RESULTS_DIR}"
       - name: "Uploading results"
         run: |
diff --git a/.github/workflows/run_mobile_comparative_benchmark.yml b/.github/workflows/run_mobile_comparative_benchmark.yml
index b90e189d..ffc73b25 100644
--- a/.github/workflows/run_mobile_comparative_benchmark.yml
+++ b/.github/workflows/run_mobile_comparative_benchmark.yml
@@ -13,6 +13,7 @@ on:
   schedule:
     # Scheduled to run at 09:00 UTC and 21:00 UTC.
     - cron: '0 09,21 * * *'
+  pull_request:
 
 concurrency:
   # A PR number if a pull request and otherwise the commit hash. This cancels
@@ -98,7 +99,7 @@ jobs:
               --env IREE_SOURCE_DIR="${IREE_SOURCE_DIR}" \
               --env IREE_INSTALL_DIR="${IREE_INSTALL_DIR}" \
               --env ANDROID_PLATFORM_VERSION="${ANDROID_PLATFORM_VERSION}" \
-              "gcr.io/iree-oss/openxla-benchmark/android@sha256:4c219b20213c7f26edf848b6924a95991c0d359463709d4ee55b499eeaa3349b" \
+              "gcr.io/iree-oss/openxla-benchmark/android@sha256:89921d48b01eade590bc84ba4ee7eda2fb436cbe041961d2b14ff2884fdbab7c" \
                 ./experimental/iree/build_iree.sh \
                     "${X86_BUILD_DIR}" \
                     "${ANDROID_BUILD_DIR}"
@@ -159,7 +160,7 @@ jobs:
 
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env OOBI_TEMP_DIR="${TF_SOURCE_DIR}" \
-            "gcr.io/iree-oss/openxla-benchmark/tflite-android@sha256:e02858dd5998dbae6798e11c8646bcff59135ffeb35e0f08a52977106979f1d2" \
+            "gcr.io/iree-oss/openxla-benchmark/tflite-android@sha256:90a46d61320cfeb43e344624837fd707ac1b045a400562582773c3eec591efbd" \
               ./experimental/tflite/build_tflite.sh \
                   "${X86_BUILD_DIR}" \
                   "${ANDROID_BUILD_DIR}"
@@ -226,7 +227,7 @@ jobs:
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env IREE_COMPILE_PATH="${IREE_COMPILE_PATH}" \
             --env OOBI_TEMP_DIR="${IREE_TEMP_DIR}" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
               ./experimental/iree/compile_workloads.sh \
                   "${TARGET_DEVICE}" \
                   "${BENCHMARK_ARTIFACTS_DIR}"
@@ -239,7 +240,7 @@ jobs:
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env OOBI_IREE_BENCHMARK_MODULE_PATH="${IREE_INSTALL_DIR}/bin/iree-benchmark-module" \
             --env OOBI_IREE_RUN_MODULE_PATH="${IREE_INSTALL_DIR}/bin/iree-run-module" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./experimental/iree/benchmark_iree_x86.sh \
               "${TARGET_DEVICE}" \
               "${BENCHMARK_ARTIFACTS_DIR}" \
@@ -265,7 +266,7 @@ jobs:
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env OOBI_TEMP_DIR="${TFLITE_TEMP_DIR}" \
             --env TFLITE_BENCHMARK_BINARY="${TFLITE_BUILD_DIR}/benchmark_model" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./experimental/tflite/benchmark_tflite_x86.sh \
               "${TARGET_DEVICE}" \
               "${TFLITE_RESULTS_FILE}"
@@ -288,7 +289,7 @@ jobs:
           gcloud storage cp "${TFLITE_RESULTS_GCS_PATH}" "${TFLITE_RESULTS_FILE}"
 
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             ./experimental/utils/generate_iree_vs_tflite_report.sh \
               "${IREE_RESULTS_FILE}" \
               "${TFLITE_RESULTS_FILE}" \
@@ -343,7 +344,7 @@ jobs:
           docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \
             --env IREE_COMPILE_PATH="${IREE_COMPILE_PATH}" \
             --env OOBI_TEMP_DIR="${OOBI_TEMP_DIR}" \
-            "gcr.io/iree-oss/openxla-benchmark/android@sha256:4c219b20213c7f26edf848b6924a95991c0d359463709d4ee55b499eeaa3349b" \
+            "gcr.io/iree-oss/openxla-benchmark/android@sha256:89921d48b01eade590bc84ba4ee7eda2fb436cbe041961d2b14ff2884fdbab7c" \
               ./experimental/iree/compile_workloads.sh \
                   "${TARGET_DEVICE}" \
                   "${BENCHMARK_ARTIFACTS_DIR}"
diff --git a/.github/workflows/update_model_artifacts.yml b/.github/workflows/update_model_artifacts.yml
index 1cdfafa3..0d5cbb7a 100644
--- a/.github/workflows/update_model_artifacts.yml
+++ b/.github/workflows/update_model_artifacts.yml
@@ -10,6 +10,7 @@ name: Update Model Artifacts
 
 on:
   workflow_dispatch:
+  pull_request:
 
 concurrency:
   # A PR number if a pull request and otherwise the commit hash. This cancels
@@ -60,7 +61,7 @@ jobs:
             --env "AUTO_UPLOAD=0" \
             --env "JOBS=1" \
             --env "OUTPUT_DIR=jax" \
-            "gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82" \
+            "gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd" \
             "common_benchmark_suite/openxla/benchmark/comparative_suite/jax/scripts/generate_model_artifacts.sh" \
               "RESNET50_FP32_JAX_.+" \
               "BERT_LARGE_FP32_JAX_.+_BATCH(1|16|24|32|48|64|512)" \
diff --git a/comparative_benchmark/xla_hlo/build_xla_tools.sh b/comparative_benchmark/xla_hlo/build_xla_tools.sh
index 02b229f1..7b0e4569 100755
--- a/comparative_benchmark/xla_hlo/build_xla_tools.sh
+++ b/comparative_benchmark/xla_hlo/build_xla_tools.sh
@@ -5,6 +5,8 @@
 # See https://llvm.org/LICENSE.txt for license information.
 # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
 
+VENV_DIR="${OOBI_VENV_DIR:-xla-tools.venv}"
+PYTHON="${PYTHON:-/usr/bin/python3}"
 BUILD_DIR="${XLA_BUILD_DIR:-build-xla}"
 TOOLS_OUTPUT_DIR="${1:-"${XLA_TOOLS_OUTPUT_DIR}"}"
 CUDA_VERSION="${2:-"${XLA_CUDA_VERSION}"}"
@@ -15,6 +17,11 @@ pushd "${BUILD_DIR}"
 git clone https://github.com/openxla/xla.git
 cd xla
 
+TD="$(cd $(dirname $0) && pwd)"
+VENV_DIR="${VENV_DIR}" PYTHON="${PYTHON}" source "${TD}/setup_venv.sh"
+
+pip list
+
 # Log the git version of XLA repo.
 git log --oneline --graph --max-count=1
 
diff --git a/comparative_benchmark/xla_hlo/requirements.txt b/comparative_benchmark/xla_hlo/requirements.txt
index 945b4703..e63fad25 100644
--- a/comparative_benchmark/xla_hlo/requirements.txt
+++ b/comparative_benchmark/xla_hlo/requirements.txt
@@ -1,2 +1,3 @@
 numpy
 requests
+scipy
diff --git a/devtools/docker/dockerfiles/android.Dockerfile b/devtools/docker/dockerfiles/android.Dockerfile
index 70231369..d59be350 100644
--- a/devtools/docker/dockerfiles/android.Dockerfile
+++ b/devtools/docker/dockerfiles/android.Dockerfile
@@ -6,12 +6,28 @@
 
 # An image for cross-compiling towards Android.
 
-FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82
+FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd
 
-ARG NDK_VERSION=r26b
+######## Python ########
+WORKDIR /install-python
+
+ARG PYTHON_VERSION=3.11
+
+COPY devtools/docker/context/python_build_requirements.txt devtools/docker/context/install_python_deps.sh ./
+RUN ./install_python_deps.sh "${PYTHON_VERSION}" \
+  && apt-get -y install python-is-python3 \
+  && rm -rf /install-python
+
+ENV PYTHON_BIN /usr/bin/python3
+
+WORKDIR /
+
+######## Android NDK ########
+ARG NDK_VERSION=r25c
 WORKDIR /install-ndk
 
 ENV ANDROID_NDK "/usr/src/android-ndk-${NDK_VERSION}"
+ENV ANDROID_NDK_API_LEVEL "25"
 
 RUN wget -q "https://dl.google.com/android/repository/android-ndk-${NDK_VERSION}-linux.zip" \
     && unzip -q "android-ndk-${NDK_VERSION}-linux.zip" -d /usr/src/  \
diff --git a/devtools/docker/dockerfiles/base.Dockerfile b/devtools/docker/dockerfiles/base.Dockerfile
index a5440b0c..46d4a338 100644
--- a/devtools/docker/dockerfiles/base.Dockerfile
+++ b/devtools/docker/dockerfiles/base.Dockerfile
@@ -17,30 +17,8 @@ RUN apt-get update \
     wget \
     curl \
     gnupg2 \
-    python3-numpy \
     cmake \
     ninja-build \
     clang \
     lld \
     numactl
-
-######## Python ########
-WORKDIR /install-python
-
-ARG PYTHON_VERSION=3.11
-
-COPY devtools/docker/context/python_build_requirements.txt devtools/docker/context/install_python_deps.sh ./
-RUN ./install_python_deps.sh "${PYTHON_VERSION}" \
-  && apt-get -y install python-is-python3 \
-  && rm -rf /install-python
-
-ENV PYTHON_BIN /usr/bin/python3
-ENV TF_PYTHON_VERSION "${PYTHON_VERSION}"
-
-WORKDIR /
-
-######## Bazel ########
-WORKDIR /install-bazel
-COPY devtools/docker/context/install_bazel.sh devtools/docker/context/.bazelversion ./
-RUN ./install_bazel.sh && rm -rf /install-bazel
-WORKDIR /
diff --git a/devtools/docker/dockerfiles/convperf.Dockerfile b/devtools/docker/dockerfiles/convperf.Dockerfile
index c8a0765a..0e72605a 100644
--- a/devtools/docker/dockerfiles/convperf.Dockerfile
+++ b/devtools/docker/dockerfiles/convperf.Dockerfile
@@ -6,7 +6,21 @@
 
 # An image that can run https://github.com/nod-ai/convperf.
 
-FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82
+FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd
+
+######## Python ########
+WORKDIR /install-python
+
+ARG PYTHON_VERSION=3.10
+
+COPY devtools/docker/context/python_build_requirements.txt devtools/docker/context/install_python_deps.sh ./
+RUN ./install_python_deps.sh "${PYTHON_VERSION}" \
+  && apt-get -y install python-is-python3 \
+  && rm -rf /install-python
+
+ENV PYTHON_BIN /usr/bin/python3
+
+WORKDIR /
 
 ######## OpenMP ########
 RUN apt-get update \
diff --git a/devtools/docker/dockerfiles/cuda11.8-cudnn8.9.Dockerfile b/devtools/docker/dockerfiles/cuda11.8-cudnn8.9.Dockerfile
index e847b330..01e5a858 100644
--- a/devtools/docker/dockerfiles/cuda11.8-cudnn8.9.Dockerfile
+++ b/devtools/docker/dockerfiles/cuda11.8-cudnn8.9.Dockerfile
@@ -6,7 +6,21 @@
 
 # An image that supports CUDA.
 
-FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82
+FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd
+
+######## Python ########
+WORKDIR /install-python
+
+ARG PYTHON_VERSION=3.10
+
+COPY devtools/docker/context/python_build_requirements.txt devtools/docker/context/install_python_deps.sh ./
+RUN ./install_python_deps.sh "${PYTHON_VERSION}" \
+  && apt-get -y install python-is-python3 \
+  && rm -rf /install-python
+
+ENV PYTHON_BIN /usr/bin/python3
+
+WORKDIR /
 
 ######## NVIDIA ########
 WORKDIR /install-cuda
diff --git a/devtools/docker/dockerfiles/mmperf.Dockerfile b/devtools/docker/dockerfiles/mmperf.Dockerfile
index 22d5b5fe..f7ebedcb 100644
--- a/devtools/docker/dockerfiles/mmperf.Dockerfile
+++ b/devtools/docker/dockerfiles/mmperf.Dockerfile
@@ -13,7 +13,22 @@
 # mmperf repo. Later versions of Clang, LLVM, Python and Ubuntu are needed
 # to satisfy the dependency requirements of the backends.
 
-FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82
+FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd
+
+######## Python ########
+WORKDIR /install-python
+
+ARG PYTHON_VERSION=3.10
+
+COPY devtools/docker/context/python_build_requirements.txt devtools/docker/context/install_python_deps.sh ./
+RUN ./install_python_deps.sh "${PYTHON_VERSION}" \
+  && apt-get -y install python-is-python3 \
+  && rm -rf /install-python
+
+ENV PYTHON_BIN /usr/bin/python3
+ENV TF_PYTHON_VERSION "${PYTHON_VERSION}"
+
+WORKDIR /
 
 ######## CUDA ########
 RUN apt-get update \
@@ -26,8 +41,8 @@ RUN apt-get update \
 ######## MKL ########
 WORKDIR /install-mkl
 
-RUN wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS-2019.PUB \
-    && apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS-2019.PUB \
+RUN wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB \
+    && apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB \
     && sh -c 'echo deb https://apt.repos.intel.com/mkl all main > /etc/apt/sources.list.d/intel-mkl.list' \
     && apt-get update \
     && apt-get install -y intel-mkl-64bit-2018.2-046 \
diff --git a/devtools/docker/dockerfiles/tflite-android.Dockerfile b/devtools/docker/dockerfiles/tflite-android.Dockerfile
index c9f56471..34b3e4b4 100644
--- a/devtools/docker/dockerfiles/tflite-android.Dockerfile
+++ b/devtools/docker/dockerfiles/tflite-android.Dockerfile
@@ -6,20 +6,12 @@
 
 # An image for cross-compiling towards Android that is compatible with Tensorflow.
 
-FROM gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82
-
-
-######## Android NDK ########
-ARG NDK_VERSION=r25c
-WORKDIR /install-ndk
-
-ENV ANDROID_NDK "/usr/src/android-ndk-${NDK_VERSION}"
-ENV ANDROID_NDK_API_LEVEL "25"
-
-RUN wget -q "https://dl.google.com/android/repository/android-ndk-${NDK_VERSION}-linux.zip" \
-    && unzip -q "android-ndk-${NDK_VERSION}-linux.zip" -d /usr/src/  \
-    && rm -rf /install-ndk
+FROM gcr.io/iree-oss/openxla-benchmark/android@sha256:89921d48b01eade590bc84ba4ee7eda2fb436cbe041961d2b14ff2884fdbab7c
 
+######## Bazel ########
+WORKDIR /install-bazel
+COPY devtools/docker/context/install_bazel.sh devtools/docker/context/.bazelversion ./
+RUN ./install_bazel.sh && rm -rf /install-bazel
 WORKDIR /
 
 ######## Android SDK ########
diff --git a/devtools/docker/image_deps.json b/devtools/docker/image_deps.json
index 2a9fdd8c..1273c28c 100644
--- a/devtools/docker/image_deps.json
+++ b/devtools/docker/image_deps.json
@@ -5,5 +5,5 @@
   "mmperf": ["base"],
   "convperf": ["base"],
   "android": ["base"],
-  "tflite-android": ["base"]
+  "tflite-android": ["android"]
 }
diff --git a/devtools/docker/prod_digests.txt b/devtools/docker/prod_digests.txt
index 3a98d9e4..4f757b80 100644
--- a/devtools/docker/prod_digests.txt
+++ b/devtools/docker/prod_digests.txt
@@ -1,7 +1,7 @@
-gcr.io/iree-oss/openxla-benchmark/base@sha256:2dbee52eaa63e62137682f0eda701ac4cf59b8e16395daa757f6e1906b52dd82
-gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:02a54fbe596d6770a7e3bf7eac243c5bd71a3008cdc4da8cf8b8b79f95417710
+gcr.io/iree-oss/openxla-benchmark/base@sha256:5e13cda13bdbd6fcaeeae66f2d2ffe5a8c5ef88f763fcd489db7b87e04f40ccd
+gcr.io/iree-oss/openxla-benchmark/cuda11.8-cudnn8.9@sha256:891cbb562b2652da33ae4e8a6df1acdf535d002093cdd86e0487fadc610da519
 gcr.io/iree-oss/openxla-benchmark/db_import@sha256:2c427286d467cdae7a206fdfe038bf32dbf9fbe68281866b571abeefe82907cd
-gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:c972ce5b2144de0786f103611fecbd88d93dd45ecd068f8c97d98c08677cee57
-gcr.io/iree-oss/openxla-benchmark/convperf@sha256:fda453f1414085558a5c4a2250db0010841c73a082379997f507a58b19cb8aaf
-gcr.io/iree-oss/openxla-benchmark/android@sha256:4c219b20213c7f26edf848b6924a95991c0d359463709d4ee55b499eeaa3349b
-gcr.io/iree-oss/openxla-benchmark/tflite-android@sha256:e02858dd5998dbae6798e11c8646bcff59135ffeb35e0f08a52977106979f1d2
+gcr.io/iree-oss/openxla-benchmark/mmperf@sha256:55720ca87862121c5dbb6027a09586ef7c3da59ed4bca74bfed8ba879c464cf3
+gcr.io/iree-oss/openxla-benchmark/convperf@sha256:964de007fd4b73467032e698945c03e04c46064a61766ee5c6c610d480b00ef4
+gcr.io/iree-oss/openxla-benchmark/android@sha256:89921d48b01eade590bc84ba4ee7eda2fb436cbe041961d2b14ff2884fdbab7c
+gcr.io/iree-oss/openxla-benchmark/tflite-android@sha256:90a46d61320cfeb43e344624837fd707ac1b045a400562582773c3eec591efbd