import asc
from asc.runtime import config
def setup_function():
config.set_platform(config.Backend.Model, check=False)
def test_abs_kernel(mock_launcher_run):
@asc.jit
def abs_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.abs(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.abs(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.abs(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
abs_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_exp_kernel(mock_launcher_run):
@asc.jit
def exp_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.exp(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.exp(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.exp(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
exp_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_ln_kernel(mock_launcher_run):
@asc.jit
def ln_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.ln(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.ln(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.ln(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
ln_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_bitwise_not_kernel(mock_launcher_run):
@asc.jit
def bitwise_not_kernel():
x_local = asc.LocalTensor(dtype=asc.int16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.int16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.bitwise_not(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.bitwise_not(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.bitwise_not(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
bitwise_not_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_reciprocal_kernel(mock_launcher_run):
@asc.jit
def reciprocal_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.reciprocal(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.reciprocal(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.reciprocal(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
reciprocal_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_relu_kernel(mock_launcher_run):
@asc.jit
def relu_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.relu(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.relu(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.relu(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
relu_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_rsqrt_kernel(mock_launcher_run):
@asc.jit
def rsqrt_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.rsqrt(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.rsqrt(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.rsqrt(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
rsqrt_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_sqrt_kernel(mock_launcher_run):
@asc.jit
def sqrt_kernel():
x_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.sqrt(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.sqrt(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.sqrt(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
sqrt_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_cast_deq_kernel(mock_launcher_run):
@asc.jit
def cast_deq_kernel():
x_local = asc.LocalTensor(dtype=asc.int16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.int8, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.cast_deq(z_local, x_local, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.cast_deq(z_local, x_local, mask=512, repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.cast_deq(z_local, x_local, mask=mask, repeat_times=1, repeat_params=params)
cast_deq_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_gather_mask_kernel(mock_launcher_run):
@asc.jit
def gather_mask_kernel():
src0_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
dst_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
pattern_value = 2
reduce_mode = False
gather_mask_mode = asc.GatherMaskMode.DEFAULT
mask = 0
params = asc.GatherMaskParams(src0_block_stride=1, repeat_times=1, src0_repeat_stride=0, src1_repeat_stride=0)
rsvd_cnt = asc.gather_mask(dst_local, src0_local, pattern_value, reduce_mode, mask, params, gather_mask_mode)
gather_mask_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_get_gather_mask_remain_count_kernel(mock_launcher_run):
@asc.jit
def get_gather_mask_remain_count_kernel():
remain_count = asc.get_gather_mask_remain_count()
get_gather_mask_remain_count_kernel[1]()
assert mock_launcher_run.call_count == 1
def test_cast_kernel(mock_launcher_run):
@asc.jit
def cast_kernel():
x_local = asc.LocalTensor(dtype=asc.float32, pos=asc.TPosition.VECIN, addr=0, tile_size=512)
z_local = asc.LocalTensor(dtype=asc.float16, pos=asc.TPosition.VECOUT, addr=0, tile_size=512)
asc.cast(z_local, x_local, asc.RoundMode.CAST_NONE, count=512)
params = asc.UnaryRepeatParams(1, 1, 8, 8)
asc.cast(z_local, x_local, asc.RoundMode.CAST_ROUND, mask=512,
repeat_times=1, repeat_params=params)
uint64_max = 2**64 - 1
mask = [uint64_max, uint64_max]
asc.cast(z_local, x_local, asc.RoundMode.CAST_FLOOR, mask=mask,
repeat_times=1, repeat_params=params)
cast_kernel[1]()
assert mock_launcher_run.call_count == 1