From f5fb13ee143a8d8de569db50c1cd57983d28949d Mon Sep 17 00:00:00 2001 From: Shivam7-1 <55046031+Shivam7-1@users.noreply.github.com> Date: Tue, 31 Dec 2024 16:10:31 +0530 Subject: [PATCH] Created fuzz_target.py --- fuzz/fuzz_target.py | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 fuzz/fuzz_target.py diff --git a/fuzz/fuzz_target.py b/fuzz/fuzz_target.py new file mode 100644 index 0000000..92a909a --- /dev/null +++ b/fuzz/fuzz_target.py @@ -0,0 +1,28 @@ +import atheris +import sys +import os +import json +import torch +from safetensors.torch import load_file, save_file +from kernel import weight_dequant + +def TestOneInput(data): + fdp = atheris.FuzzedDataProvider(data) + try: + fp8_path = fdp.ConsumeUnicodeNoSurrogates(50) + bf16_path = fdp.ConsumeUnicodeNoSurrogates(50) + torch.set_default_dtype(torch.bfloat16) + os.makedirs(bf16_path, exist_ok=True) + model_index_file = os.path.join(fp8_path, "model.safetensors.index.json") + with open(model_index_file, "r") as f: + model_index = json.load(f) + weight_map = model_index["weight_map"] + for tensor_name in weight_map: + file_name = weight_map[tensor_name] + file_path = os.path.join(fp8_path, file_name) + load_file(file_path, device="cuda") + except Exception as e: + pass + +atheris.Setup(sys.argv, TestOneInput) +atheris.Fuzz()