yuanfz98 commented on code in PR #11729:
URL: https://github.com/apache/tvm/pull/11729#discussion_r898043135
##########
tests/python/frontend/pytorch/qnn_test.py:
##########
@@ -347,6 +360,7 @@ def test_quantized_modules():
# sample outputs
"""
relu 0.0039215684 2.6052087e-08 0.9999933567176871
+ leaky_relu 0.25097468 0.16687508 0.0036936649659863948
Review Comment:
Oups! Sorry for the mistake !
```
dequantized = dequant * _op.nn.leaky_relu(dequant, alpha)
```
->
```
dequantized = _op.nn.leaky_relu(dequant, alpha)
```
```
tvm_result= [[[[0.42745024 0.7333321 0.9333317 ... 0.18039185 0.4627443
0.06666655]
[0.5607833 0.65490085 0.1333331 ... 0.19607809 0.1333331
0.42352867]
[0.84705734 0.83921427 0.07058811 ... 0.47843054 0.25490153
0.5215677 ]
...
[0.9568611 0.34117588 0.07450967 ... 0.10196061 0.8078417
0.3607837 ]
[0.4627443 0.24705839 0.6156852 ... 0.47843054 0.8980377
0.18039185]
[0.8941161 0.9686258 0.19215654 ... 0.0823528 0.6784302
0.27843088]]
[[0.69803804 0.7490183 0.14509779 ... 0.06274499 0.01960781
0.28235245]
[0.21960747 0.1137253 0.32548964 ... 0.7647046 0.75686145
0.2156859 ]
[0.97254735 0.98823357 0.06666655 ... 0.79999864 0.0509803
0.45882273]
...
[0.70195955 0.8313711 0.40784243 ... 0.06666655 0.96078265
0.662744 ]
[0.74509674 0.52941084 0.76862615 ... 0.09411748 0.5019599
0.21176434]
[0.14117622 0.6784302 0.74509674 ... 0.88627297 0.07843123
0.56862646]]
[[0.32156807 0.30588183 0.01960781 ... 0.70195955 0.7411752
0.09019592]
[0.68235177 0.6901949 0.33725432 ... 0.12156842 0.52941084
0.9686258 ]
[0.28627402 0.3098034 0.7921555 ... 0.43921494 0.98431206
0.01568625]
...
[0.9764689 0.8352927 0.49019524 ... 0.7098027 0.6470577
0.8941161 ]
[0.09411748 0.31372494 0.921567 ... 0.54117554 0.09019592
0.00392156]
[0.8196064 0.49019524 0.1333331 ... 0.05490187 0.02745093
0.2588231 ]]]]
pt_result= [[[[0.42745024 0.7333321 0.9333317 ... 0.18039185 0.4627443
0.06666655]
[0.5607833 0.65490085 0.1333331 ... 0.19607809 0.1333331
0.42352867]
[0.84705734 0.83921427 0.07058811 ... 0.47843054 0.25490153
0.5215677 ]
...
[0.9568611 0.34117588 0.07450967 ... 0.10196061 0.8078417
0.3607837 ]
[0.4627443 0.24705839 0.6156852 ... 0.47843054 0.8980377
0.18039185]
[0.8941161 0.9686258 0.19215654 ... 0.0823528 0.6784302
0.27843088]]
[[0.69803804 0.7490183 0.14509779 ... 0.06274499 0.01960781
0.28235245]
[0.21960747 0.1137253 0.32548964 ... 0.7647046 0.75686145
0.2156859 ]
[0.97254735 0.98823357 0.06666655 ... 0.79999864 0.0509803
0.45882273]
...
[0.70195955 0.8313711 0.40784243 ... 0.06666655 0.96078265
0.662744 ]
[0.74509674 0.52941084 0.76862615 ... 0.09411748 0.5019599
0.21176434]
[0.14117622 0.6784302 0.74509674 ... 0.88627297 0.07843123
0.56862646]]
[[0.32156807 0.30588183 0.01960781 ... 0.70195955 0.7411752
0.09019592]
[0.68235177 0.6901949 0.33725432 ... 0.12156842 0.52941084
0.9686258 ]
[0.28627402 0.3098034 0.7921555 ... 0.43921494 0.98431206
0.01568625]
...
[0.9764689 0.8352927 0.49019524 ... 0.7098027 0.6470577
0.8941161 ]
[0.09411748 0.31372494 0.921567 ... 0.54117554 0.09019592
0.00392156]
[0.8196064 0.49019524 0.1333331 ... 0.05490187 0.02745093
0.2588231 ]]]]
```
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