diff --git a/.github/workflows/code_scan.yml b/.github/workflows/code_scan.yml
index d644c7d5751..7fa3c3b0923 100644
--- a/.github/workflows/code_scan.yml
+++ b/.github/workflows/code_scan.yml
@@ -20,7 +20,10 @@ jobs:
         with:
           python-version: "3.10"
       - name: Install dependencies
-        run: python -m pip install tox==4.21.1
+        run: |
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
+          pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
+          pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
       - name: Trivy Scanning
         env:
           TRIVY_DOWNLOAD_URL: ${{ vars.TRIVY_DOWNLOAD_URL }}
@@ -43,7 +46,11 @@ jobs:
         with:
           python-version: "3.10"
       - name: Install dependencies
-        run: python -m pip install tox==4.21.1
+        run: |
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
+          pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
+          pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Bandit Scanning
         run: tox -e bandit-scan
       - name: Upload Bandit artifact
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index d94d0b738ae..afd8064ae23 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -21,7 +21,11 @@ jobs:
         with:
           python-version: "3.10"
       - name: Install dependencies
-        run: python -m pip install -r requirements/dev.txt
+        run: |
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
+          pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
+          pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Build-Docs
         run: tox -e build-doc
       - name: Create gh-pages branch
diff --git a/.github/workflows/docs_stable.yml b/.github/workflows/docs_stable.yml
index 1a6c5e58733..cfb98be200e 100644
--- a/.github/workflows/docs_stable.yml
+++ b/.github/workflows/docs_stable.yml
@@ -22,7 +22,11 @@ jobs:
         with:
           python-version: "3.10"
       - name: Install dependencies
-        run: python -m pip install -r requirements/dev.txt
+        run: |
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
+          pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
+          pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Build-Docs
         run: tox -e build-doc
       - name: Create gh-pages branch
diff --git a/.github/workflows/perf-accuracy.yml b/.github/workflows/perf-accuracy.yml
index 1318403c3be..ef367a6f9d1 100644
--- a/.github/workflows/perf-accuracy.yml
+++ b/.github/workflows/perf-accuracy.yml
@@ -33,6 +33,34 @@ on:
           - export
           - optimize
         default: optimize
+      artifact-prefix:
+        type: string
+        default: perf-accuracy-benchmark
+  workflow_call:
+    inputs:
+      model-type:
+        type: string
+        description: Model type to run benchmark [default, all]
+        default: default
+      data-size:
+        type: string
+        description: Dataset size to run benchmark [small, medium, large, all]
+        default: all
+      num-repeat:
+        type: number
+        description: Overrides default per-data-size number of repeat setting
+        default: 0
+      num-epoch:
+        type: number
+        description: Overrides default per-model number of epoch setting
+        default: 0
+      eval-upto:
+        type: string
+        description: The last operation to evaluate. 'optimize' means all. [train,  export, optimize]
+        default: optimize
+      artifact-prefix:
+        type: string
+        default: perf-accuracy-benchmark
 
 # Declare default permissions as read only.
 permissions: read-all
@@ -73,4 +101,4 @@ jobs:
       task: ${{ matrix.task }}
       timeout-minutes: 8640
       upload-artifact: true
-      artifact-prefix: perf-accuracy-benchmark
+      artifact-prefix: ${{ inputs.perf-accuracy-benchmark }}
diff --git a/.github/workflows/perf-speed.yml b/.github/workflows/perf-speed.yml
index 3e33a782c2b..26995b0077c 100644
--- a/.github/workflows/perf-speed.yml
+++ b/.github/workflows/perf-speed.yml
@@ -33,6 +33,34 @@ on:
           - export
           - optimize
         default: optimize
+      artifact-prefix:
+        type: string
+        default: perf-speed-benchmark
+  workflow_call:
+    inputs:
+      model-type:
+        type: string
+        description: Model type to run benchmark [default, all]
+        default: default
+      data-size:
+        type: string
+        description: Dataset size to run benchmark [small, medium, large, all]
+        default: medium
+      num-repeat:
+        type: number
+        description: Overrides default per-data-size number of repeat setting
+        default: 1
+      num-epoch:
+        type: number
+        description: Overrides default per-model number of epoch setting
+        default: 3
+      eval-upto:
+        type: string
+        description: The last operation to evaluate. 'optimize' means all [train, export, optimize]
+        default: optimize
+      artifact-prefix:
+        type: string
+        default: perf-speed-benchmark
 
 # Declare default permissions as read only.
 permissions: read-all
@@ -59,4 +87,4 @@ jobs:
       task: all
       timeout-minutes: 8640
       upload-artifact: true
-      artifact-prefix: perf-speed-benchmark
+      artifact-prefix: ${{ inputs.artifact-prefix }}
diff --git a/.github/workflows/pre_merge.yml b/.github/workflows/pre_merge.yml
index fd2cbddbe12..bc3d01c662a 100644
--- a/.github/workflows/pre_merge.yml
+++ b/.github/workflows/pre_merge.yml
@@ -31,9 +31,10 @@ jobs:
           python-version: "3.10"
       - name: Install dependencies
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
           pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Code quality checks
         run: tox -vv -e pre-commit-all-py310-pt1
   Unit-Test:
@@ -79,9 +80,10 @@ jobs:
           python-version: "3.8"
       - name: Install dependencies
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
           pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Run unit test
         run: tox -vv -e unittest-all-py38-pt1
       - name: Upload coverage artifact
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 776b9507352..81f1719b431 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -33,9 +33,10 @@ jobs:
           python-version: "3.10"
       - name: Install pypa/build
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-publish-requirements.txt requirements/publish.txt
           pip install --require-hashes --no-deps -r /tmp/otx-publish-requirements.txt
+          rm /tmp/otx-publish-requirements.txt
       - name: Build sdist
         run: python -m build --sdist
       - uses: actions/upload-artifact@a8a3f3ad30e3422c9c7b888a15615d19a852ae32 # v3.1.3
diff --git a/.github/workflows/publish_internal.yml b/.github/workflows/publish_internal.yml
index 802ba7b10a5..d3574b73377 100644
--- a/.github/workflows/publish_internal.yml
+++ b/.github/workflows/publish_internal.yml
@@ -31,9 +31,10 @@ jobs:
           python-version: "3.10"
       - name: Install pypa/build
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-publish-requirements.txt requirements/publish.txt
           pip install --require-hashes --no-deps -r /tmp/otx-publish-requirements.txt
+          rm /tmp/otx-publish-requirements.txt
       - name: Build sdist
         run: python -m build --sdist
       - uses: actions/upload-artifact@a8a3f3ad30e3422c9c7b888a15615d19a852ae32 # v3.1.3
@@ -56,9 +57,10 @@ jobs:
           python-version: "3.10"
       - name: Install dependencies
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-publish-requirements.txt requirements/publish.txt
           pip install --require-hashes --no-deps -r /tmp/otx-publish-requirements.txt
+          rm /tmp/otx-publish-requirements.txt
       - name: Download artifacts
         uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a # v3.0.2
         with:
diff --git a/.github/workflows/run_tests_in_tox.yml b/.github/workflows/run_tests_in_tox.yml
index 1adc0c2c641..470040f854e 100644
--- a/.github/workflows/run_tests_in_tox.yml
+++ b/.github/workflows/run_tests_in_tox.yml
@@ -52,9 +52,10 @@ jobs:
           python-version: ${{ inputs.python-version }}
       - name: Install dependencies
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
           pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Run Tests
         env:
           MLFLOW_TRACKING_SERVER_URI: ${{ vars.MLFLOW_TRACKING_SERVER_URI }}
diff --git a/.github/workflows/run_tests_in_tox_custom.yml b/.github/workflows/run_tests_in_tox_custom.yml
index 8bb28ade61a..3fb84957b6e 100644
--- a/.github/workflows/run_tests_in_tox_custom.yml
+++ b/.github/workflows/run_tests_in_tox_custom.yml
@@ -58,9 +58,10 @@ jobs:
           python-version: ${{ inputs.python-version }}
       - name: Install dependencies
         run: |
-          pip install pip-tools==7.3.0
+          pip install --require-hashes --no-deps -r requirements/gh-actions.txt
           pip-compile --generate-hashes -o /tmp/otx-dev-requirements.txt requirements/dev.txt
           pip install --require-hashes --no-deps -r /tmp/otx-dev-requirements.txt
+          rm /tmp/otx-dev-requirements.txt
       - name: Run Tests
         env:
           MLFLOW_TRACKING_SERVER_URI: ${{ vars.MLFLOW_TRACKING_SERVER_URI }}
diff --git a/.github/workflows/weekly.yml b/.github/workflows/weekly.yml
index 3badd5ab79a..ceb401b21f6 100644
--- a/.github/workflows/weekly.yml
+++ b/.github/workflows/weekly.yml
@@ -10,41 +10,23 @@ on:
 permissions: read-all
 
 jobs:
-  Regression-Tests:
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - toxenv_task: "iseg"
-            test_dir: "tests/regression/instance_segmentation/test_instance_segmentation.py"
-            task: "instance_segmentation"
-          - toxenv_task: "iseg_t"
-            test_dir: "tests/regression/instance_segmentation/test_tiling_instance_segmentation.py"
-            task: "instance_segmentation"
-          - toxenv_task: "seg"
-            test_dir: "tests/regression/semantic_segmentation"
-            task: "segmentation"
-          - toxenv_task: "det"
-            test_dir: "tests/regression/detection"
-            task: "detection"
-          - toxenv_task: "ano"
-            test_dir: "tests/regression/anomaly"
-            task: "anomaly"
-          - toxenv_task: "act"
-            test_dir: "tests/regression/action"
-            task: "action"
-          - toxenv_task: "cls"
-            test_dir: "tests/regression/classification"
-            task: "classification"
-    name: Regression-Test-py310-${{ matrix.toxenv_task }}
-    uses: ./.github/workflows/run_tests_in_tox.yml
+  Performance-Speed-Tests:
+    name: Performance-Speed-py310
+    uses: ./.github/workflows/perf-speed.yml
     with:
-      python-version: "3.10"
-      toxenv-pyver: "py310"
-      toxenv-task: ${{ matrix.toxenv_task }}
-      tests-dir: ${{ matrix.test_dir }}
-      runs-on: "['self-hosted', 'Linux', 'X64', 'dmount']"
-      task: ${{ matrix.task }}
-      timeout-minutes: 8640
-      upload-artifact: true
-      artifact-prefix: "weekly-test-results"
+      model-type: default
+      data-size: medium
+      num-repeat: 1
+      num-epoch: 3
+      eval-upto: optimize
+      artifact-prefix: weekly-perf-speed-benchmark
+  Performance-Accuracy-Tests:
+    name: Performance-Accuracy-py310
+    uses: ./.github/workflows/perf-accuracy.yml
+    with:
+      model-type: default
+      data-size: all
+      num-repeat: 0
+      num-epoch: 0
+      eval-upto: optimize
+      artifact-prefix: weekly-perf-accuracy-benchmark
diff --git a/requirements/gh-actions.txt b/requirements/gh-actions.txt
new file mode 100644
index 00000000000..33029eb1409
--- /dev/null
+++ b/requirements/gh-actions.txt
@@ -0,0 +1,45 @@
+#
+# This file is autogenerated by pip-compile with Python 3.10
+# by the following command:
+#
+#    pip-compile --generate-hashes --output-file=requirements.txt requirements/gh-actions.txt
+#
+build==1.0.3 \
+    --hash=sha256:538aab1b64f9828977f84bc63ae570b060a8ed1be419e7870b8b4fc5e6ea553b \
+    --hash=sha256:589bf99a67df7c9cf07ec0ac0e5e2ea5d4b37ac63301c4986d1acb126aa83f8f
+    # via pip-tools
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via pip-tools
+packaging==23.2 \
+    --hash=sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5 \
+    --hash=sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7
+    # via build
+pip-tools==7.4.0 \
+    --hash=sha256:a92a6ddfa86ff389fe6ace381d463bc436e2c705bd71d52117c25af5ce867bb7 \
+    --hash=sha256:b67432fd0759ed834c5367f9e0ce8c95441acecfec9c8e24b41aca166757adf0
+    # via -r requirements/gh-actions.txt
+pyproject-hooks==1.0.0 \
+    --hash=sha256:283c11acd6b928d2f6a7c73fa0d01cb2bdc5f07c57a2eeb6e83d5e56b97976f8 \
+    --hash=sha256:f271b298b97f5955d53fb12b72c1fb1948c22c1a6b70b315c54cedaca0264ef5
+    # via
+    #   build
+    #   pip-tools
+tomli==2.0.1 \
+    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
+    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
+    # via
+    #   build
+    #   pip-tools
+    #   pyproject-hooks
+wheel==0.42.0 \
+    --hash=sha256:177f9c9b0d45c47873b619f5b650346d632cdc35fb5e4d25058e09c9e581433d \
+    --hash=sha256:c45be39f7882c9d34243236f2d63cbd58039e360f85d0913425fbd7ceea617a8
+    # via pip-tools
+
+# WARNING: The following packages were not pinned, but pip requires them to be
+# pinned when the requirements file includes hashes and the requirement is not
+# satisfied by a package already installed. Consider using the --allow-unsafe flag.
+# pip
+# setuptools
\ No newline at end of file
diff --git a/src/otx/algorithms/classification/adapters/mmcls/models/heads/custom_vision_transformer_head.py b/src/otx/algorithms/classification/adapters/mmcls/models/heads/custom_vision_transformer_head.py
index b58d0803589..38a2d704c2c 100644
--- a/src/otx/algorithms/classification/adapters/mmcls/models/heads/custom_vision_transformer_head.py
+++ b/src/otx/algorithms/classification/adapters/mmcls/models/heads/custom_vision_transformer_head.py
@@ -6,8 +6,6 @@
 from mmcls.models.builder import HEADS
 from mmcls.models.heads import VisionTransformerClsHead
 
-from otx.algorithms.common.utils import cast_bf16_to_fp32
-
 
 @HEADS.register_module()
 class CustomVisionTransformerClsHead(VisionTransformerClsHead):
@@ -34,15 +32,6 @@ def loss(self, cls_score, gt_label, feature=None):
         losses["loss"] = loss
         return losses
 
-    def post_process(self, pred):
-        """Post processing."""
-        pred = cast_bf16_to_fp32(pred)
-        return super().post_process(pred)
-
-    def forward(self, x):
-        """Forward fuction of CustomVisionTransformerClsHead class."""
-        return self.simple_test(x)
-
     def forward_train(self, x, gt_label, **kwargs):
         """Forward_train fuction of CustomVisionTransformerClsHead class."""
         x = self.pre_logits(x)
diff --git a/tests/perf/test_classification.py b/tests/perf/test_classification.py
index 820d644ae40..9397dc5413e 100644
--- a/tests/perf/test_classification.py
+++ b/tests/perf/test_classification.py
@@ -52,7 +52,7 @@ class TestPerfSingleLabelClassification:
 
     @pytest.mark.parametrize("fxt_model_id", MODEL_TEMPLATES, ids=MODEL_IDS, indirect=True)
     @pytest.mark.parametrize("fxt_benchmark", BENCHMARK_CONFIGS.items(), ids=BENCHMARK_CONFIGS.keys(), indirect=True)
-    def test_accuracy(self, fxt_model_id: str, fxt_benchmark: OTXBenchmark):
+    def test_accuracy(self, fxt_model_id: str, fxt_benchmark: OTXBenchmark, fxt_check_benchmark_result: Callable):
         """Benchmark accruacy metrics."""
         result = fxt_benchmark.run(
             model_id=fxt_model_id,
@@ -301,7 +301,7 @@ def test_accuracy(self, fxt_model_id: str, fxt_benchmark: OTXBenchmark, fxt_chec
 
     @pytest.mark.parametrize("fxt_model_id", MODEL_TEMPLATES, ids=MODEL_IDS, indirect=True)
     @pytest.mark.parametrize("fxt_benchmark", BENCHMARK_CONFIGS.items(), ids=BENCHMARK_CONFIGS.keys(), indirect=True)
-    def test_speed(self, fxt_model_id: str, fxt_benchmark: OTXBenchmark, fxt_check_benchmark_results: Callable):
+    def test_speed(self, fxt_model_id: str, fxt_benchmark: OTXBenchmark, fxt_check_benchmark_result: Callable):
         """Benchmark train time per iter / infer time per image."""
         fxt_benchmark.track_resources = True
         result = fxt_benchmark.run(
diff --git a/tests/run_code_checks.sh b/tests/run_code_checks.sh
deleted file mode 100755
index 395d3660bd9..00000000000
--- a/tests/run_code_checks.sh
+++ /dev/null
@@ -1,22 +0,0 @@
-#!/bin/bash
-
-WORK_DIR=$(mktemp -d)
-python3 -m venv "$WORK_DIR"
-# shellcheck source=/dev/null
-source "$WORK_DIR"/bin/activate
-pip install pip --upgrade
-pip install wheel
-pip install ote_sdk/
-pip install ote_cli/
-pip install pre-commit
-echo ""
-echo ""
-echo ""
-echo "          ##############################################"
-echo "          ########                              ########"
-echo "          ########  ./tests/run_code_checks.sh  ########"
-echo "          ########                              ########"
-echo "          ##############################################"
-echo ""
-pre-commit run --all-files
-
diff --git a/tests/run_model_templates_tests.py b/tests/run_model_templates_tests.py
deleted file mode 100644
index 4dfd18ce7ce..00000000000
--- a/tests/run_model_templates_tests.py
+++ /dev/null
@@ -1,81 +0,0 @@
-""" Runs tests selectively depending on changed files. """
-
-import os
-import sys
-from subprocess import run
-
-from tests.test_suite.run_test_command import collect_env_vars
-
-ALGO_ROOT_DIR = "external"
-ALGO_DIRS = [
-    os.path.join(ALGO_ROOT_DIR, d) for d in os.listdir(ALGO_ROOT_DIR) if os.path.isdir(os.path.join(ALGO_ROOT_DIR, d))
-]
-IMPORTANT_DIRS = [
-    "ote_cli/",
-    "ote_sdk/",
-    "tests/",
-]
-
-wd = sys.argv[1]
-
-
-def what_to_test():
-    """
-    Returns a dict containing information whether it is needed
-    to run tests for particular algorithm.
-    """
-
-    print(f"{sys.argv=}")
-    run_algo_tests = {d: True for d in ALGO_DIRS}
-    if len(sys.argv) > 2:
-        run_algo_tests = {d: False for d in ALGO_DIRS}
-        changed_files = sys.argv[2:]
-        print(f"{changed_files=}")
-
-        for changed_file in changed_files:
-            if any(changed_file.startswith(d) for d in IMPORTANT_DIRS):
-                run_algo_tests = {d: True for d in ALGO_DIRS}
-                break
-
-            for d in ALGO_DIRS:
-                if changed_file.startswith(d):
-                    run_algo_tests[d] = True
-
-    for k, v in run_algo_tests.items():
-        print("run", k, v)
-
-    return run_algo_tests
-
-
-def test(run_algo_tests):
-    """
-    Runs tests for algorithms and other stuff (misc).
-    """
-
-    passed = {}
-    success = True
-    command = ["pytest", os.path.join("tests", "ote_cli", "misc"), "-v"]
-    try:
-        res = run(command, env=collect_env_vars(wd), check=True).returncode == 0
-    except:  # noqa: E722
-        res = False
-    passed["misc"] = res
-    success *= res
-    for algo_dir in ALGO_DIRS:
-        if run_algo_tests[algo_dir]:
-            command = ["pytest", os.path.join(algo_dir, "tests", "ote_cli"), "-v", "-rxXs", "--durations=10"]
-            try:
-                res = run(command, env=collect_env_vars(wd), check=True).returncode == 0
-            except:  # noqa: E722
-                res = False
-            passed[algo_dir] = res
-            success *= res
-
-    for k, v in passed.items():
-        res = "PASSED" if v else "FAILED"
-        print(f"Tests for {k} {res}")
-
-    sys.exit(1 - success)
-
-
-test(what_to_test())
diff --git a/tests/run_model_templates_tests.sh b/tests/run_model_templates_tests.sh
deleted file mode 100755
index 1569c6305c9..00000000000
--- a/tests/run_model_templates_tests.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/env bash
-
-python3 -m venv venv || exit 1
-# shellcheck source=/dev/null
-. venv/bin/activate || exit 1
-pip install --upgrade pip || exit 1
-pip install -e ote_cli || exit 1
-pip install -e ote_sdk || exit 1
-
-python tests/run_model_templates_tests.py "$(pwd)" "$@" || exit 1