test_multi_chip_gpu.py

"""
Test for hyperrealistic multi-chip GPU system with full SM and tensor core realism.
"""
import time
from gpu_arch import Chip, OpticalInterconnect

def test_multi_chip_gpu():
    print("\n=== Multi-Chip GPU System Full Test ===")
    num_chips = 2  # Use 2 for realism, scale up as needed
    num_sms = 4    # Use 4 for realism, scale up as needed

    chips = [Chip(
        chip_id=i,
        num_sms=num_sms
    ) for i in range(num_chips)]
    print(f"Created {num_chips} chips, each with {num_sms} SMs.")

    # Connect chips in a ring topology
    optical_link = OpticalInterconnect(bandwidth_tbps=800, latency_ns=1)
    for i in range(num_chips):
        chips[i].connect_chip(chips[(i+1)%num_chips], optical_link)

    # Run tensor core matmul from all SMs on all chips
    for chip in chips:
        print(f"\n--- Chip {chip.chip_id} ---")
        for sm in chip.sms:
            # Fill registers, shared, and global memory for realism
            for i in range(len(sm.register_file)):
                for j in range(len(sm.register_file[0])):
                    sm.register_file[i][j] = float(i + j)
            for addr in range(sm.shared_mem.size):
                sm.shared_mem.write(addr, float(addr % 10))
            for addr in range(sm.global_mem.size_bytes if sm.global_mem else 0):
                sm.global_mem.write(addr, float(addr % 100))
            # Test tensor core matmul from registers
            reg_result = sm.tensor_core_matmul_from_memory('register', 0, 'register', 0, (2,2), (2,2))
            print(f"SM {sm.sm_id} tensor core matmul from registers: {reg_result}")
            # Test tensor core matmul from shared memory
            shared_result = sm.tensor_core_matmul_from_memory('shared', 0, 'shared', 0, (2,2), (2,2))
            print(f"SM {sm.sm_id} tensor core matmul from shared memory: {shared_result}")
            # Test tensor core matmul from global memory
            global_result = sm.tensor_core_matmul_from_memory('global', 0, 'global', 0, (2,2), (2,2))
            print(f"SM {sm.sm_id} tensor core matmul from global memory: {global_result}")
    print("\n=== Multi-Chip GPU System Test Complete ===")

if __name__ == "__main__":
    start = time.time()
    test_multi_chip_gpu()
    print(f"Test runtime: {time.time()-start:.3f} seconds")