yongwww commented on code in PR #14191:
URL: https://github.com/apache/tvm/pull/14191#discussion_r1125485100
##########
tvm_demo.py:
##########
@@ -0,0 +1,10 @@
+import numpy as np
+import onnx
Review Comment:
remove this file?
##########
tests/python/frontend/paddlepaddle/test_forward.py:
##########
@@ -1421,189 +1430,189 @@ def forward(self, inputs):
verify_model(MathAPI(api_name), input_data=input_data)
-@run_math_api
-def test_forward_abs():
- pass
+# @run_math_api
+# def test_forward_abs():
+# pass
-@run_math_api
-def test_forward_acos():
- pass
+# # @run_math_api
+# # def test_forward_acos():
+# # pass
-@run_math_api
-def test_forward_abs():
- pass
+# @run_math_api
+# def test_forward_abs():
+# pass
-@run_math_api
-def test_forward_atan():
- pass
+# @run_math_api
+# def test_forward_atan():
+# pass
-@run_math_api
-def test_forward_ceil():
- pass
+# @run_math_api
+# def test_forward_ceil():
+# pass
-@run_math_api
-def test_forward_cos():
- pass
+# @run_math_api
+# def test_forward_cos():
+# pass
-@run_math_api
-def test_forward_cosh():
- pass
+# @run_math_api
+# def test_forward_cosh():
+# pass
-@run_math_api
-def test_forward_elu():
- pass
+# @run_math_api
+# def test_forward_elu():
+# pass
-@run_math_api
-def test_forward_erf():
- pass
+# @run_math_api
+# def test_forward_erf():
+# pass
-@run_math_api
-def test_forward_exp():
- pass
+# @run_math_api
+# def test_forward_exp():
+# pass
-@run_math_api
-def test_forward_floor():
- pass
+# @run_math_api
+# def test_forward_floor():
+# pass
-@run_math_api
-def test_forward_hardshrink():
- pass
+# @run_math_api
+# def test_forward_hardshrink():
+# pass
-@run_math_api
-def test_forward_hardtanh():
- pass
+# @run_math_api
+# def test_forward_hardtanh():
+# pass
-@run_math_api
-def test_forward_log_sigmoid():
- pass
+# @run_math_api
+# def test_forward_log_sigmoid():
+# pass
-@run_math_api
-def test_forward_log_softmax():
- pass
+# @run_math_api
+# def test_forward_log_softmax():
+# pass
-@run_math_api
-def test_forward_log():
- pass
+# @run_math_api
+# def test_forward_log():
+# pass
-@run_math_api
-def test_forward_log2():
- pass
+# @run_math_api
+# def test_forward_log2():
+# pass
-@run_math_api
-def test_forward_log10():
- pass
+# @run_math_api
+# def test_forward_log10():
+# pass
-@run_math_api
-def test_forward_log1p():
- pass
+# @run_math_api
+# def test_forward_log1p():
+# pass
-@run_math_api
-def test_forward_reciprocal():
- pass
+# @run_math_api
+# def test_forward_reciprocal():
+# pass
-@run_math_api
-def test_forward_relu():
- pass
+# @run_math_api
+# def test_forward_relu():
+# pass
-@run_math_api
-def test_forward_round():
- pass
+# @run_math_api
+# def test_forward_round():
+# pass
-@run_math_api
-def test_forward_rsqrt():
- pass
+# @run_math_api
+# def test_forward_rsqrt():
+# pass
-@run_math_api
-def test_forward_selu():
- pass
+# @run_math_api
+# def test_forward_selu():
+# pass
-@run_math_api
-def test_forward_sigmoid():
- pass
+# @run_math_api
+# def test_forward_sigmoid():
+# pass
-@run_math_api
-def test_forward_sign():
- pass
+# @run_math_api
+# def test_forward_sign():
+# pass
-@run_math_api
-def test_forward_sin():
- pass
+# @run_math_api
+# def test_forward_sin():
+# pass
-@run_math_api
-def test_forward_softplus():
- pass
+# @run_math_api
+# def test_forward_softplus():
+# pass
-@run_math_api
-def test_forward_sqrt():
- pass
+# @run_math_api
+# def test_forward_sqrt():
+# pass
-@run_math_api
-def test_forward_square():
- pass
+# @run_math_api
+# def test_forward_square():
+# pass
-@run_math_api
-def test_forward_sin():
- pass
+# @run_math_api
+# def test_forward_sin():
+# pass
-@run_math_api
-def test_forward_softsign():
- pass
+# @run_math_api
+# def test_forward_softsign():
+# pass
-@run_math_api
-def test_forward_sqrt():
- pass
+# @run_math_api
+# def test_forward_sqrt():
+# pass
-@run_math_api
-def test_forward_square():
- pass
+# @run_math_api
+# def test_forward_square():
+# pass
-@run_math_api
-def test_forward_swish():
- pass
+# @run_math_api
+# def test_forward_swish():
+# pass
-@run_math_api
-def test_forward_tan():
- pass
+# @run_math_api
+# def test_forward_tan():
+# pass
-@run_math_api
-def test_forward_tanh():
- pass
+# @run_math_api
Review Comment:
looks it shouldn't be commented out
##########
python/tvm/relay/frontend/paddlepaddle.py:
##########
@@ -296,6 +296,20 @@ def convert_concat(g, op, block):
out = _op.concatenate(inputs, axis=axis)
g.add_node(op.output("Out")[0], out)
+def convert_mish(g,op,block):
+ """Operator convert for mish."""
+ x = g.get_node(op.input("X")[0])
+ dtype = infer_type(x).checked_type.dtype
+ threshold = op.attr("threshold")
+ threshold = _op.const(threshold,dtype)
+ lhs = x * _op.cast((x>threshold),dtype)
+ one = _expr.const(1.0,dtype=dtype)
+ rhs = _op.log(one+_op.exp(x))* _op.cast((x<=threshold),dtype)
+ softplus = lhs + rhs
+ out = x*_op.tanh(softplus)
+ # op_func = get_relay_op("multiply")
Review Comment:
looks these comments are not necessary
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