def _test_if(x):
y = ops.Const(1)
with ops.If(ops.GT([x, ops.Const(50)])):
ops.Const(2, blob_out=y)
with ops.If(ops.LT([x, ops.Const(50)])):
ops.Const(3, blob_out=y)
ops.stop()
ops.Const(4, blob_out=y)
return y
def example_loop():
with Task():
total = ops.Const(0)
total_large = ops.Const(0)
total_small = ops.Const(0)
total_tiny = ops.Const(0)
with ops.loop(10) as loop:
outer = ops.Mul([loop.iter(), ops.Const(10)])
with ops.loop(loop.iter()) as inner:
val = ops.Add([outer, inner.iter()])
with ops.If(ops.GE([val, ops.Const(80)])) as c:
ops.Add([total_large, val], [total_large])
with c.Elif(ops.GE([val, ops.Const(50)])) as c:
ops.Add([total_small, val], [total_small])
with c.Else():
ops.Add([total_tiny, val], [total_tiny])
ops.Add([total, val], total)
def _actual_loop(self):
total = ops.Const(0)
total_large = ops.Const(0)
total_small = ops.Const(0)
total_tiny = ops.Const(0)
with ops.loop(10) as loop:
outer = ops.Mul([loop.iter(), ops.Const(10)])
with ops.loop(loop.iter()) as inner:
val = ops.Add([outer, inner.iter()])
with ops.If(ops.GE([val, ops.Const(80)])) as c:
ops.Add([total_large, val], [total_large])
with c.Elif(ops.GE([val, ops.Const(50)])) as c:
ops.Add([total_small, val], [total_small])
with c.Else():
ops.Add([total_tiny, val], [total_tiny])
ops.Add([total, val], total)
return map(final_output, (total, total_large, total_small, total_tiny))