Update importer/benchmark setup for python3.11 (#1043)

generate_sharktank.py

@@ -162,13 +162,13 @@ def save_tf_model(tf_model_list):
             tf_model_name = tf_model_name.replace("/", "_")
             tf_model_dir = os.path.join(WORKDIR, str(tf_model_name) + "_tf")
             os.makedirs(tf_model_dir, exist_ok=True)
-
             mlir_importer = SharkImporter(
                 model,
-                input,
+                inputs=input,
                 frontend="tf",
             )
             mlir_importer.import_debug(
+                is_dynamic=False,
                 dir=tf_model_dir,
                 model_name=tf_model_name,
             )

requirements-importer.txt

@@ -1,7 +1,7 @@
 -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html
 --pre
 
-numpy==1.22.4
+numpy>1.22.4
 torchvision
 pytorch-triton
 tabulate
@@ -15,8 +15,8 @@ iree-tools-tf
 
 # TensorFlow and JAX.
 gin-config
-tensorflow==2.10.1
-keras==2.10
+tensorflow>=2.10.1
+keras>=2.10
 #tf-models-nightly
 #tensorflow-text-nightly
 transformers

setup_venv.sh

@@ -129,7 +129,7 @@ if [[ $(uname -s) = 'Linux' && ! -z "${BENCHMARK}" ]]; then
   TV_VERSION=${TV_VER:9:18}
   $PYTHON -m pip uninstall -y torch torchvision
   $PYTHON -m pip install -U --pre --no-warn-conflicts triton
-  $PYTHON -m pip install --no-deps https://download.pytorch.org/whl/nightly/cu117/torch-${TORCH_VERSION}%2Bcu117-cp310-cp310-linux_x86_64.whl https://download.pytorch.org/whl/nightly/cu117/torchvision-${TV_VERSION}%2Bcu117-cp310-cp310-linux_x86_64.whl
+  $PYTHON -m pip install --no-deps https://download.pytorch.org/whl/nightly/cu117/torch-${TORCH_VERSION}%2Bcu117-cp311-cp311-linux_x86_64.whl https://download.pytorch.org/whl/nightly/cu117/torchvision-${TV_VERSION}%2Bcu117-cp311-cp311-linux_x86_64.whl
   if [ $? -eq 0 ];then
     echo "Successfully Installed torch + cu117."
   else