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77 lines
2.5 KiB
77 lines
2.5 KiB
14 hours ago
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import random
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from typing import Dict, Optional
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from tinygrad.runtime.support.allocator import TLSFAllocator
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class AllocatorFuzzer:
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def __init__(self, total_size):
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self.total_size = total_size
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self.alloc_payload = 0
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self.mv = memoryview(bytearray(total_size))
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self.alloctor = TLSFAllocator(total_size, block_size=16)
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self.allocations: Dict[int, tuple[int, int]] = {} # ptr -> (size, pattern)
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self.min_alloc_size = 16
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self.max_alloc_size = int(total_size * 0.3)
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self.alloc_probability = 0.7
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def generate_pattern(self, ptr: int, size: int) -> int: return (ptr * 31 + size * 17) & 0xFF
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def fill_memory(self, ptr: int, size: int, pattern: int):
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for i in range(min(size, 32)):
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self.mv[ptr + i] = pattern
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self.mv[ptr + (size - 1 - i)] = pattern
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def verify_memory(self, ptr: int, size: int, pattern: int) -> bool:
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for i in range(min(size, 32)):
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assert self.mv[ptr + i] == pattern
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assert self.mv[ptr + (size - 1 - i)] == pattern
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return True
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def random_alloc(self) -> Optional[int]:
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size = random.randint(self.min_alloc_size, min(self.max_alloc_size, self.total_size - self.alloc_payload))
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try:
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ptr = self.alloctor.alloc(size)
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except MemoryError:
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print(f"Failed to allocate {size} bytes. Payload size is {self.alloc_payload}, so fragmenation is {(size / self.total_size)*100.0:.2f}%")
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return None
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pattern = self.generate_pattern(ptr, size)
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self.fill_memory(ptr, size, pattern)
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self.allocations[ptr] = (size, pattern)
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self.alloc_payload += size
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print(f"Allocated {size} bytes at {ptr:x}, pattern: {pattern:02x}")
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return ptr
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def random_free(self) -> bool:
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if not self.allocations: return False
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ptr = random.choice(list(self.allocations.keys()))
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size, pattern = self.allocations[ptr]
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# Verify pattern before freeing
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if not self.verify_memory(ptr, size, pattern):
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raise RuntimeError(f"Memory corruption detected at {ptr:x}!")
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print(f"Freeing {size} bytes at {ptr:x}, pattern verified: {pattern:02x}")
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self.alloc_payload -= size
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self.alloctor.free(ptr)
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del self.allocations[ptr]
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return True
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def run(self):
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for i in range(10000000):
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if (random.random() < self.alloc_probability or not self.allocations): self.random_alloc()
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else: self.random_free()
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print("\nCleaning up remaining allocations...")
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while self.allocations: self.random_free()
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print("Fuzzing completed successfully!")
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if __name__ == "__main__":
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fuzzer = AllocatorFuzzer(1 << 30)
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fuzzer.run()
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