AndrewZhaoLuo commented on a change in pull request #9982:
URL: https://github.com/apache/tvm/pull/9982#discussion_r788130953
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File path: tests/python/relay/test_pass_fake_quantization_to_integer.py
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@@ -303,6 +303,19 @@ def test_fake_quantize_global_avg_pool():
compare_fq_to_int(op, [x_np], True)
+def test_fake_quantize_rsqrt():
+ x = relay.var("x", shape=[1, 3, 224, 224], dtype="int8")
+ zero = relay.const(0)
+
+ x = relay.qnn.op.dequantize(x, relay.const(2.0), zero)
+ op = relay.rsqrt(x)
+ op = relay.qnn.op.quantize(op, relay.const(2.0), zero)
+
+ x_np = np.random.randint(-128, 127, size=[1, 3, 224, 224], dtype="int8")
+
+ compare_fq_to_int(op, [x_np], True)
Review comment:
Huh, shouldn't this fail? since the default lowering matches the
fake-quantized version and the comparison function makes sure they aren't the
same structure
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